tag:blogger.com,1999:blog-54153066831690005722024-03-18T20:47:39.424-07:00Dr D Digs Up AncestorsUse the search box in upper left corner to find earlier posts of interest.Denisehttp://www.blogger.com/profile/10865337524276037327noreply@blogger.comBlogger517125tag:blogger.com,1999:blog-5415306683169000572.post-18325218487740219932023-04-17T11:24:00.001-07:002023-04-17T11:26:19.800-07:00Converting BIG Y "Private Variants" into "Named Variants" and possibly getting new terminal ySNPs<p><br /></p><p class="MsoNormal" style="line-height: normal; mso-margin-bottom-alt: auto; mso-margin-top-alt: auto;"><span style="color: black; font-family: verdana; font-size: small; mso-bidi-font-family: "Times New Roman"; mso-fareast-font-family: "Times New Roman";">If you have taken a BIG Y test to explore and identify your
patrilineal descent back into prehistory, you are among the pioneers of the
latest wave in genetic genealogy. However, you may be able to learn even more
about your line of descent in genealogical times. Chances are that your test
results identified some "<b>Private Variants</b>." These are variants
which so far have only been identified in one man. As soon as they are
identified in others they will become "<b>Named Variants</b>". in the
process it is possible that your own <b>terminal ySNP</b> will be
named and thus extend your trail to your true "genetic coat of arms."</span></p><p class="MsoNormal" style="line-height: normal; text-align: center;"><span style="color: black; font-family: verdana; font-size: small; mso-bidi-font-family: "Times New Roman"; mso-fareast-font-family: "Times New Roman";"></span></p><table align="center" cellpadding="0" cellspacing="0" class="tr-caption-container" style="margin-left: auto; margin-right: auto;"><tbody><tr><td style="text-align: center;"><span style="font-family: verdana; font-size: small;"><a href="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEgHG19lJyIgz93oucjhTJr4y8muW5O_9AYZXx7_CgvfWq5tU0jcZMzb6KYFZHLymhaNIQzew6y574XG3VFMx4c6EDBH11dlBc6b5cgFhCyEf4mKNS2Df3_jSwSzW5o72B5AZZEUU2UXcBDHwFjUDJZsldjYlj3DGcmX7dRqtxr8N6HXOKvH1bj7NrX8FQ/s1474/qo6qifoj.png" style="margin-left: auto; margin-right: auto;"><img border="0" data-original-height="745" data-original-width="1474" height="203" src="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEgHG19lJyIgz93oucjhTJr4y8muW5O_9AYZXx7_CgvfWq5tU0jcZMzb6KYFZHLymhaNIQzew6y574XG3VFMx4c6EDBH11dlBc6b5cgFhCyEf4mKNS2Df3_jSwSzW5o72B5AZZEUU2UXcBDHwFjUDJZsldjYlj3DGcmX7dRqtxr8N6HXOKvH1bj7NrX8FQ/w400-h203/qo6qifoj.png" width="400" /></a></span></td></tr><tr><td class="tr-caption" style="text-align: center;"><span style="font-family: verdana; font-size: small; mso-fareast-font-family: "Times New Roman";">My cousin is shown to have 2
Private Variants</span></td></tr></tbody></table><span style="font-family: verdana; font-size: small;"><br /></span>
<p class="MsoNormal" style="line-height: normal; margin-bottom: 0in;"><span style="color: black; font-family: verdana; font-size: small; mso-bidi-font-family: "Times New Roman"; mso-fareast-font-family: "Times New Roman";">There are
two ways to respond. The passive way is to wait until another person is tested
who also is found to share these variants. The more assertive way is to
identify another man who is likely to share these variants and ask him to test.</span></p>
<p class="MsoNormal" style="line-height: normal; margin-bottom: 0in;"><span style="color: black; font-family: verdana; font-size: small; mso-fareast-font-family: "Times New Roman";"> </span></p>
<p class="MsoNormal" style="line-height: normal; margin-bottom: 0in;"><span style="color: black; font-family: verdana; font-size: small; mso-bidi-font-family: "Times New Roman"; mso-fareast-font-family: "Times New Roman";">In the
case of the cousin whose private variants are shown above, we are currently
evaluating whether to test his son or his nephew when the next DNA test sale
rolls around.</span></p>
<p class="MsoNormal" style="line-height: normal; margin-bottom: 0in;"><span style="color: black; font-family: verdana; font-size: small; mso-fareast-font-family: "Times New Roman";"> </span></p>
<p class="MsoNormal" style="line-height: normal; margin-bottom: 0in;"><span style="color: black; font-family: verdana; font-size: small; mso-bidi-font-family: "Times New Roman"; mso-fareast-font-family: "Times New Roman";">I
recently extended my own terminal ySNP by testing my grandson and then my son
as I described in two earlier blog posts:</span></p>
<p class="MsoNormal" style="line-height: normal; margin-bottom: 0in;"><span style="color: black; font-family: verdana; font-size: small; mso-fareast-font-family: "Times New Roman";"><a href="https://www.blogger.com/"><span face=""Verdana",sans-serif" style="color: blue;">DNA Testing your
descendants with BIG Y</span></a></span></p>
<p class="MsoNormal" style="line-height: normal; margin-bottom: 0in;"><span style="color: black; font-family: verdana; font-size: small; mso-fareast-font-family: "Times New Roman";"><a href="https://www.blogger.com/"><span face=""Verdana",sans-serif" style="color: blue;">DNA Testing your DESCENDANTS with BIG Y 700--Part 2</span></a></span></p>
<p class="MsoNormal" style="line-height: normal; margin-bottom: 0in;"><span style="color: black; font-family: verdana; font-size: small; mso-bidi-font-family: "Times New Roman"; mso-fareast-font-family: "Times New Roman";">In those
posts I described that we discovered my grandson was only a 110/111 ySTR match
with me. Subsequently, we found that my son was a 111/111 ySTR match with me
but he also had one mismatch with his son. So my grandson was the ySTR
mutant! </span></p>
<p class="MsoNormal" style="line-height: normal; margin-bottom: 0in;"><span style="color: black; font-family: verdana; font-size: small; mso-fareast-font-family: "Times New Roman";"> </span></p>
<p class="MsoNormal" style="line-height: normal; margin-bottom: 0in;"><span style="color: black; font-family: verdana; font-size: small; mso-bidi-font-family: "Times New Roman"; mso-fareast-font-family: "Times New Roman";">When it
came to our ySNP analyses, my grandson confirmed my 2 "Private
Variants" but showed one of his own. In so doing one of the previously
private variants became the new terminal ySNP for me. After my son tested, he
confirmed my grandson's private variant, and by so doing, uncovered a new
terminal ySNP that is shared by my son, grandson but not by me. So none of
us currently have private variants but we have two new terminal ySNPs--one
shared by all three of us and one only shared by my son and grandson and
not by me.</span></p>
<p class="MsoNormal" style="line-height: normal; margin-bottom: 0in;"><span style="color: black; font-family: verdana; font-size: small; mso-fareast-font-family: "Times New Roman";"> </span></p>
<p class="MsoNormal" style="line-height: normal; margin-bottom: 0in;"><span style="color: black; font-family: verdana; font-size: small; mso-bidi-font-family: "Times New Roman"; mso-fareast-font-family: "Times New Roman";">I am
advised by Paul Maier, a population geneticist who works for FTDNA that the
ySNP shared only by my son and grandson had multiple possibilities as to when
it was created:</span></p>
<p class="MsoNormal" style="line-height: normal; margin-bottom: 0in;"><span style="color: black; font-family: verdana; font-size: 13.5pt; mso-bidi-font-family: "Times New Roman"; mso-fareast-font-family: "Times New Roman";"> </span></p>
<p class="MsoNormal" style="line-height: normal; margin-bottom: 0in;"><span style="font-family: verdana;"><i><span face=""Verdana",sans-serif" style="color: black; font-size: 10pt; mso-bidi-font-family: "Times New Roman"; mso-fareast-font-family: "Times New Roman";">Regarding
your son's mutation of R-FTC50269, what we can say for certain is that it's
absent from your somatic cells (e.g., cheek cells from your swab).</span></i></span></p>
<p class="MsoNormal" style="line-height: normal; margin-bottom: 0in;"><span style="color: black; font-family: verdana; font-size: 12pt; mso-fareast-font-family: "Times New Roman";"> </span></p>
<p class="MsoNormal" style="line-height: normal; margin-bottom: 0in;"><span style="font-family: verdana;"><i><span face=""Verdana",sans-serif" style="color: black; font-size: 10pt; mso-bidi-font-family: "Times New Roman"; mso-fareast-font-family: "Times New Roman";">The
mutation could have occurred:</span></i></span></p>
<ol start="1" type="1"><li class="MsoNormal" style="color: black; line-height: normal; mso-list: l0 level1 lfo1; mso-margin-bottom-alt: auto; mso-margin-top-alt: auto; tab-stops: list .5in;"><span style="font-family: verdana;"><i><span face=""Verdana",sans-serif" style="font-size: 10pt; mso-bidi-font-family: "Times New Roman"; mso-fareast-font-family: "Times New Roman";">In your
reproductive stem cells (spermalogonia), early during your fetal
developing; those cells made the sperm cell that led to your son;</span></i></span></li><li class="MsoNormal" style="color: black; line-height: normal; mso-list: l0 level1 lfo1; mso-margin-bottom-alt: auto; mso-margin-top-alt: auto; tab-stops: list .5in;"><span style="font-family: verdana;"><i><span face=""Verdana",sans-serif" style="font-size: 10pt; mso-bidi-font-family: "Times New Roman"; mso-fareast-font-family: "Times New Roman";">In one of your
sperm cells later on (after puberty);</span></i></span></li><li class="MsoNormal" style="color: black; line-height: normal; mso-list: l0 level1 lfo1; mso-margin-bottom-alt: auto; mso-margin-top-alt: auto; tab-stops: list .5in;"><span style="font-family: verdana;"><i><span face=""Verdana",sans-serif" style="font-size: 10pt; mso-bidi-font-family: "Times New Roman"; mso-fareast-font-family: "Times New Roman";">Early in the
fetal development of your son, such that both his somatic and reproductive
cells inherited the mutation. </span></i></span></li></ol>
<p class="MsoNormal" style="line-height: normal; margin-bottom: 0in;"><span style="font-family: verdana;"><i><span face=""Verdana",sans-serif" style="color: black; font-size: 10pt; mso-bidi-font-family: "Times New Roman"; mso-fareast-font-family: "Times New Roman";">But of
course, you and your son only tested cheek cells, making it difficult to know for
sure which (1, 2, 3) is the case. If you had multiple sons tested and they all
shared the mutation, (1) would be most likely. </span></i></span></p><p class="MsoNormal" style="line-height: normal; margin-bottom: 0in;"><span style="font-family: verdana;"><i><span face=""Verdana",sans-serif" style="color: black; font-size: 10pt; mso-bidi-font-family: "Times New Roman"; mso-fareast-font-family: "Times New Roman";"> </span></i></span></p>
<p class="MsoNormal" style="line-height: normal; margin-bottom: 0in; text-align: left;"><span style="color: #222222; font-family: verdana; font-size: 12pt; mso-fareast-font-family: "Times New Roman";">In any case, R-FTC50269 would have been
created toward the middle of the 20th century and certainly within the
Genealogical Era. What will you find if you explore your "Private
Variants?"</span><span style="color: black; font-family: verdana; font-size: 13.5pt; mso-fareast-font-family: "Times New Roman";"> </span></p><p class="MsoNormal" style="line-height: normal; margin-bottom: 0in; text-align: left;"><br /></p><p class="MsoNormal" style="line-height: normal; margin-bottom: 0in; text-align: left;"><span style="color: black; font-family: verdana; font-size: 13.5pt; mso-fareast-font-family: "Times New Roman";"><br /></span></p>
Dr Dhttp://www.blogger.com/profile/05774555636055110063noreply@blogger.com0tag:blogger.com,1999:blog-5415306683169000572.post-35640981306994075422023-03-20T18:40:00.007-07:002023-05-30T04:07:28.823-07:00What is a 2nd cousin--once removed?<p><span style="font-family: verdana;"> </span></p><p><b><span style="font-family: verdana;"><span style="font-size: large;">Degree of cousin-hood:</span> <br /></span></b></p><p><span style="font-family: verdana;">I'm often asked questions like "what is a <b>2nd cousin--once removed</b>" and "what is a <b>half=cousin</b>?" The answers all have to do with some simple facts about how you are related to the ancestor(s) you share with your cousin. </span></p><ol style="text-align: left;"><li><span style="font-family: verdana;">The first question you must answer is, how many "<b><span style="color: red;">g</span></b>" s are there in the relationship that defines the <b>shared ancestor(s</b>) you have with this cousin?</span></li><li><span style="font-family: verdana;">Are the two of you the same number of <b>generations removed</b> from this <b>shared ancestor</b>? <br /></span></li><li><span style="font-family: verdana;">Do you share a <b><span style="color: red;">g</span>randparent couple</b> with this individual or do you share only <b>one <span style="color: red;">g</span>randparent</b> in some previous generation? <br /></span></li></ol><p><span style="font-family: verdana;">With the answers to these questions in mind, you are ready to define your relationship with your cousin. </span></p><p><span style="font-family: verdana;">Question #1 is how many "<span style="color: red;"><b>g</b></span>" s are there in the relationship that defines the <b>shared ancestor(s</b>) you have with this cousin? The most common shared ancestors would be a pair of <span style="color: red;"><b>g</b></span>randparents. Note that there is one "<span style="color: red;"><b>g</b></span>" in this the definition of relationship with the shared ancestor(s). Whether it is <span style="color: red;"><b>g</b></span>randfather or <b><span style="color: red;">g</span></b>randmother or a pair of <b><span style="color: red;">g</span></b>randparents, there is a single "<span style="color: red;"><b>g</b></span>" in the term that defines their relationship. Cousins who share <b><span style="color: red;">g</span></b>randparents with you are your 1st cousins.</span></p><p><span style="font-family: verdana;">By now you should have noticed all the "<span style="color: red;"><b>g</b></span>'s" sprinkled throughout my prose above. That is deliberate both to draw you attention to them but also to emphasize that they are present in "<b><span style="color: red;">g</span></b>randparents" and well as <b><span style="color: red;">g</span></b>reat-<b><span style="color: red;">g</span></b>randparents which I shall get to shortly.</span></p><p><span style="font-family: verdana;">If your shared ancestors with the cousin in question are a pair of <b><span style="color: red;">g</span></b>reat-<b><span style="color: red;">g</span></b>randparents, this cousin is your <b>2nd cousin</b>. After all, your common ancestor(s) share 2 <b><span style="color: red;">g</span></b>'s in their designation. Likewise, if your shared ancestors with the cousin in question is a set of <b><span style="color: red;">g</span></b>reat-<span style="color: red;"><b>g</b></span>reat-<b><span style="color: red;">g</span></b>randparents, how may "g's" is that? The more astute of you have already concluded that this makes the cousin in question is your <b>3rd cousin</b>. This pattern extends as far back in your family tree as your research may take you. Just count the number of "<b><span style="color: red;">g</span></b>'s" and make sure to include the one in <b><span style="color: red;">g</span></b>randparents! </span></p><p><span style="font-family: verdana;"> </span></p><p><span style="font-family: verdana;"><b><span style="font-size: large;">Cousin's removed <br /></span></b></span></p><p><span style="font-family: verdana;">So far, I've been describing cousins who share the same generation in the family that you do. But as you probably have noticed, many of your closest family members are either a generation older or a generation younger than you. The children of your parents' 1st cousins are your 1st cousins one generation removed. In like manner, the children of your own 1st cousins are also described as 1st cousins one generation removed. These relationships are generally expressed as your "<b>1st cousin--once removed</b>" whether the generation is one generation above you or below you in your family tree.</span></p><p><span style="font-family: verdana;">The same logic continues with additional generations. The grandchildren of your parents' 1st cousins can be characterized as your 1st cousin two generations removed. The mirror image of this relationship would be the grandchildren of your own 1st cousins. They would also be characterized as <b>1st cousins--twice removed</b>. Again, it does not matter whether or no they are two generations above your or below you in your family tree.</span></p><p><span style="font-family: verdana;">In like manner, the children and <b><span style="color: red;">g</span></b>randchildren of <b>your parents' 2nd and 3rd cousins</b> can have the tag of "<b>once removed</b>" or "<b>twice removed</b>" added to their descriptors to help define their relationship to you. Again the mirror image also applies to the children and <b><span style="color: red;">g</span></b>randchildren of your own 2nd and 3rd cousins, etc. </span></p><p><span style="font-family: verdana;">While these distinctions may not be necessary for some genealogical studies, often they become important in deciphering relationships based on the amount of shared atDNA (autosomal DNA) shared with a previously unknown individual.<span style="font-size: large;"><br /></span></span></p><p><span style="font-family: verdana;"><span style="font-size: large;"> </span></span></p><p><span style="font-family: verdana;"><span style="font-size: large;"><b>Half cousins<br /></b></span></span></p><p><span style="font-family: verdana; font-size: small;">Half-cousins are an extension of the concepts of half-siblings. It occurs when only one half of an ancestral couple is shared by you and your cousin. It can occur at any level of cousin-hood for any number of reasons. For example, if you had a <b><span style="color: red;">g</span></b>reat-<span style="color: red;"><b>g</b></span>randfather who had 5 children by his first wife and four more by his second, you would be full <b>2nd cousins</b> with the children with whom you shared a common biological <b><span style="color: red;">g</span>reat</b>-<b>grandmother</b>. The children of the other wife would be your <b>half-2nd cousins</b> and would be expected to share about one half as much atDNA as a full 2nd cousin. </span><br /></p><p><br /></p><p><span style="font-family: verdana; font-size: large;"><b>Counting your "<span style="color: red;">g</span> s"</b></span></p><p><span style="font-family: verdana; font-size: small;">Remember to count the "<b><span style="color: red;">g</span></b>" in <b><span style="color: red;">g</span></b>randparents when counting the degree of cousin-hood. </span></p><p style="text-align: center;"><span style="font-family: verdana; font-size: small;"> <img alt="" height="392" src="data:image/png;base64,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" width="400" /> </span></p><p style="text-align: left;"><span style="font-family: verdana; font-size: small;">In the chart above, note that <b><span style="color: red;">You</span></b> are located in the box to the right in the row next to the bottom. All those represented in the same row to your left, are your same generation cousins. The one on your immediate left is your 1st cousin; the next one is a 2nd cousin; then 3rd cousin; 4th cousin and 5th cousin on the extreme left. In the bottom row (right to left) are possible 1st cousins -- once removed; <b>2nd cousins -- once removed</b> etc.</span></p><p style="text-align: left;"><span style="font-family: verdana; font-size: small;">So the answer to the question at the beginning of this blog, </span><span style="font-family: verdana;">"what is a <b>2nd cousin--once removed</b>", generally would be a person positioned 2 boxes to the left and one down from <b><span style="color: red;">You</span></b> in the chart above. If that was your answer, you may be giving a hint to your age. That indicates many of your cousins are younger than you. If you are taking this course for AP credit, you probably figured out that the person 2 boxes to the left of <b><span style="color: red;">You</span></b> and one row up would also qualify for this designation. If you caught both, congratulations. You well on your way to becoming a <b><span style="color: red;">g</span></b>enetic <b><span style="color: red;">g</span></b>enealo<span style="color: red;">g</span>ist. Humm. That has two "<b><span style="color: red;">g</span></b> s". Maybe 3.<br /></span></p><p style="text-align: left;"><span style="font-family: verdana;"><br /></span></p><p style="text-align: left;"><span style="font-family: verdana;"><br /></span></p>Dr Dhttp://www.blogger.com/profile/05774555636055110063noreply@blogger.com0tag:blogger.com,1999:blog-5415306683169000572.post-12415545555163285192022-10-03T08:53:00.006-07:002022-10-03T08:53:59.369-07:00Neanderthals have their 15 minutes of fame!<div class="separator"><p style="margin-left: 1em; margin-right: 1em;"></p><p style="margin-left: 1em; margin-right: 1em;"></p><p style="margin-left: 1em; margin-right: 1em;"></p><p style="margin-left: 1em; margin-right: 1em;"></p><p style="margin-left: 1em; margin-right: 1em;"></p><header>
<h1><span style="font-family: verdana;">Do you have Neanderthal DNA? <br /></span></h1><h1><span style="font-family: verdana;"> </span></h1><h1><span style="font-family: verdana;"><span style="font-size: small;">The early ancestors of most of us who have European ancestors just got their 15 minutes of fame this morning thanks to the Nobel Prize awarded to </span></span><span style="font-size: small;"><span style="font-family: verdana;">Svante Pääbo.</span></span><span style="font-family: verdana;"></span></h1><h1><span style="font-family: verdana;"> </span></h1><h1><span style="font-family: verdana;">Press release: The Nobel Prize in Physiology or Medicine 2022 </span></h1><span style="font-family: verdana;">
</span></header><span style="font-family: verdana;">
</span><h5 style="text-align: left;"><span style="font-family: verdana;"><strong></strong></span></h5><span style="font-family: verdana;">
</span><p><span style="font-family: verdana;"><img alt="Nobel Assembly logo" class="alignnone wp-image-6902 size-full" height="35" src="https://www.nobelprize.org/uploads/2018/06/nobel_assembly_logo_09-4.gif" width="486" /></span></p><span style="font-family: verdana;">
</span><h2><span style="font-family: verdana;">Press release</span></h2><span style="font-family: verdana;">
</span><p><span style="font-family: verdana;">2022-10-03</span></p><span style="font-family: verdana;">
</span><p><span style="font-family: verdana;"><a href="http://nobelprizemedicine.org" rel="noopener noreferrer" target="_blank">The Nobel Assembly at Karolinska Institutet</a> has today decided to award the 2022 Nobel Prize in Physiology or Medicine to Svante Pääbo <b>for his discoveries concerning the genomes of extinct hominins and human evolution</b></span></p><span style="font-family: verdana;">
</span><p style="font-weight: 400;"><span style="font-family: verdana;">Humanity has always been intrigued by its
origins. Where do we come from, and how are we related to those who came
before us? What makes us, <em>Homo sapiens</em>, different from other hominins?</span></p><span style="font-family: verdana;">
</span><p><span style="font-family: verdana;">Through his pioneering research, Svante Pääbo accomplished something
seemingly impossible: sequencing the genome of the Neanderthal, an
extinct relative of present-day humans. He also made the sensational
discovery of a previously unknown hominin, Denisova.
Importantly, Pääbo also found that gene transfer had occurred from these
now extinct hominins to <em>Homo sapiens</em> following the migration
out of Africa around 70,000 years ago. This ancient flow of genes to
present-day humans has physiological relevance today, for example
affecting how our immune system reacts to infections.</span></p><span style="font-family: verdana;">
</span><p style="font-weight: 400;"><span style="font-family: verdana;">Pääbo’s seminal research gave rise to an entirely new scientific discipline; <em>paleogenomics</em>.
By revealing genetic differences that distinguish all living humans
from extinct hominins, his discoveries provide the basis for exploring
what makes us uniquely human.</span></p><span style="font-family: verdana;">
</span><h3><span style="font-family: verdana;">Where do we come from?</span></h3><span style="font-family: verdana;">
</span><p><span style="font-family: verdana;">The question of our origin and what makes us unique has engaged
humanity since ancient times. Paleontology and archeology are important
for studies of human evolution. Research provided evidence that the
anatomically modern human, <em>Homo sapiens, </em>first appeared in
Africa approximately 300,000 years ago, while our closest known
relatives, Neanderthals, developed outside Africa and populated Europe
and Western Asia from around 400,000 years until 30,000 years ago, at
which point they went extinct. About 70,000 years ago, groups of <em>Homo sapiens </em>migrated from Africa to the Middle East and, from there they spread to the rest of the world. <em>Homo sapiens </em>and
Neanderthals thus coexisted in large parts of Eurasia for tens of
thousands of years. But what do we know about our relationship with the
extinct Neanderthals? Clues might be derived from genomic information.
By the end of the 1990’s, almost the entire human genome had been
sequenced. This was a considerable accomplishment, which allowed
subsequent studies of the genetic relationship between different human
populations. However, studies of the relationship between present-day
humans and the extinct Neanderthals would require the sequencing of
genomic DNA recovered from archaic specimens.</span></p><span style="font-family: verdana;">
</span><h3><span style="font-family: verdana;">A seemingly impossible task</span></h3><span style="font-family: verdana;">
</span><p><span style="font-family: verdana;">Early in his career, Svante Pääbo became fascinated by the
possibility of utilizing modern genetic methods to study the DNA of
Neanderthals. However, he soon realized the extreme technical
challenges, because with time DNA becomes chemically modified and
degrades into short fragments. After thousands of years, only trace
amounts of DNA are left, and what remains is massively contaminated with
DNA from bacteria and contemporary humans (Figure 1). As a postdoctoral
student with Allan Wilson, a pioneer in the field of evolutionary
biology, Pääbo started to develop methods to study DNA from
Neanderthals, an endeavor that lasted several decades.</span></p><span style="font-family: verdana;">
</span><figure class="alignnone attachment-194681"><span style="font-family: verdana;"><img alt="Ancient DNA" class="alignnone wp-image-194681" height="220" src="https://www.nobelprize.org/uploads/2022/10/press-medicine2022-figure1-1024x562.jpg" width="400" /></span><figcaption class="figcaption">
<p class="figcaption__caption"><span style="font-family: verdana;"><em>Figure 1.</em> DNA is localized in
two different compartments in the cell. Nuclear DNA harbors most of the
genetic information, while the much smaller mitochondrial genome is
present in thousands of copies. After death, DNA is degraded over time
and ultimately only small amounts remain. It also becomes contaminated
with DNA from e.g. bacteria and contemporary humans.</span></p>
</figcaption></figure><span style="font-family: verdana;">
</span><p><span style="font-family: verdana;">In 1990, Pääbo was recruited to University of Munich, where, as a
newly appointed Professor, he continued his work on archaic DNA. He
decided to analyze DNA from Neanderthal mitochondria – organelles in
cells that contain their own DNA. The mitochondrial genome is small and
contains only a fraction of the genetic information in the cell, but it
is present in thousands of copies, increasing the chance of success.
With his refined methods, Pääbo managed to sequence a region of
mitochondrial DNA from a 40,000-year-old piece of bone. Thus, for the
first time, we had access to a sequence from an extinct relative.
Comparisons with contemporary humans and chimpanzees demonstrated that
Neanderthals were genetically distinct.</span></p><span style="font-family: verdana;">
</span><h3><span style="font-family: verdana;">Sequencing the Neanderthal genome</span></h3><span style="font-family: verdana;">
</span><p><span style="font-family: verdana;">As analyses of the small mitochondrial genome gave only limited
information, Pääbo now took on the enormous challenge of sequencing the
Neanderthal nuclear genome. At this time, he was offered the chance to
establish a Max Planck Institute in Leipzig, Germany. At the new
Institute, Pääbo and his team steadily improved the methods to isolate
and analyze DNA from archaic bone remains. The research team exploited
new technical developments, which made sequencing of DNA highly
efficient. Pääbo also engaged several critical collaborators with
expertise on population genetics and advanced sequence analyses. His
efforts were successful. Pääbo accomplished the seemingly impossible and
could publish the first Neanderthal genome sequence in 2010.
Comparative analyses demonstrated that the most recent common ancestor
of Neanderthals and <em>Homo sapiens</em> lived around 800,000 years ago.</span></p><span style="font-family: verdana;">
</span><figure class="alignnone attachment-194682"><span style="font-family: verdana;"><img alt="Map" class="alignnone wp-image-194682" height="174" src="https://www.nobelprize.org/uploads/2022/10/press-medicine2022-figure2-1024x444.jpg" width="400" /></span><figcaption class="figcaption">
<p class="figcaption__caption"><span style="font-family: verdana;"><em>Figure 2.</em> A. Pääbo extracted DNA
from bone specimens from extinct hominins. He first obtained a bone
fragment from Neandertal in Germany, the site that gave name to the
Neanderthals. Later, he used a finger bone from the Denisova Cave in
southern Siberia, the site that gave name to Denisovans. B. Phylogenetic
tree showing the evolution and relationship between Homo sapiens and
the extinct hominins. The phylogenetic tree also illustrates the gene
flows discovered by Pääbo.</span></p>
</figcaption></figure><span style="font-family: verdana;">
</span><p><span style="font-family: verdana;">Pääbo and his co-workers could now investigate the relationship
between Neanderthals and modern-day humans from different parts of the
world. Comparative analyses showed that DNA sequences from Neanderthals
were more similar to sequences from contemporary humans originating from
Europe or Asia than to contemporary humans originating from Africa.
This means that Neanderthals and <em>Homo sapiens </em>interbred during
their millennia of coexistence. In modern day humans with European or
Asian descent, approximately 1-4% of the genome originates from the
Neanderthals (Figure 2).</span></p><span style="font-family: verdana;">
</span><h3><span style="font-family: verdana;">A sensational discovery: Denisova</span></h3><span style="font-family: verdana;">
</span><p><span style="font-family: verdana;">In 2008, a 40,000-year-old fragment from a finger bone was discovered
in the Denisova cave in the southern part of Siberia. The bone
contained exceptionally well-preserved DNA, which Pääbo’s team
sequenced. The results caused a sensation: the DNA sequence was unique
when compared to all known sequences from Neanderthals and present-day
humans. Pääbo had discovered a previously unknown hominin, which was
given the name Denisova. Comparisons with sequences from contemporary
humans from different parts of the world showed that gene flow had also
occurred between Denisova and <em>Homo sapiens</em>. This relationship
was first seen in populations in Melanesia and other parts of South
East Asia, where individuals carry up to 6% Denisova DNA.</span></p><span style="font-family: verdana;">
</span><p style="font-weight: 400;"><span style="font-family: verdana;">Pääbo’s discoveries have generated new understanding of our evolutionary history. At the time when <em>Homo sapiens</em> migrated
out of Africa, at least two extinct hominin populations inhabited
Eurasia. Neanderthals lived in western Eurasia, whereas Denisovans
populated the eastern parts of the continent. During the expansion<em> </em>of<em> Homo sapiens</em> outside
Africa and their migration east, they not only encountered and
interbred with Neanderthals, but also with Denisovans (Figure 3).</span></p><span style="font-family: verdana;">
</span><h3><span style="font-family: verdana;">Paleogenomics and its relevance</span></h3><span style="font-family: verdana;">
</span><p><span style="font-family: verdana;">Through his groundbreaking research, Svante Pääbo established an entirely new scientific discipline, <em>paleogenomics</em>.
Following the initial discoveries, his group has completed analyses of
several additional genome sequences from extinct
hominins. Pääbo’s discoveries have established a unique resource, which
is utilized extensively by the scientific community to better understand
human evolution and migration. New powerful methods for sequence
analysis indicate that archaic hominins may also have mixed with <em>Homo sapiens </em>in
Africa. However, no genomes from extinct hominins in Africa have yet
been sequenced due to accelerated degradation of archaic DNA in tropical
climates.</span></p><span style="font-family: verdana;">
</span><p style="font-weight: 400;"><span style="font-family: verdana;">Thanks to Svante Pääbo’s discoveries, we now
understand that archaic gene sequences from our extinct relatives
influence the physiology of present-day humans. One such example is the
Denisovan version of the gene EPAS1, which confers an advantage for
survival at high altitude and is common among present-day Tibetans.
Other examples are Neanderthal genes that affect our immune response to
different types of infections.</span></p><span style="font-family: verdana;">
</span><figure class="alignnone attachment-194683"><span style="font-family: verdana;"><img alt="Pääbo's discoveries" class="alignnone wp-image-194683 size-full" height="142" src="https://www.nobelprize.org/uploads/2022/10/press-medicine2022-figure3.jpg" width="320" /></span><figcaption class="figcaption">
<p class="figcaption__caption"><span style="font-family: verdana;"><em>Figure 3.</em> Pääbo’s discoveries
have provided important information on how the world was populated at
the time when Homo sapiens migrated out of Africa and spread to the rest
of the world. Neanderthals lived in the west and Denisovans in the east
on the Eurasian continent. Interbreeding occurred when Homo sapiens
spread across the continent, leaving traces that remain in our DNA.</span></p>
</figcaption></figure><span style="font-family: verdana;">
</span><h3><span style="font-family: verdana;">What makes us uniquely human?</span></h3><span style="font-family: verdana;">
</span><p><span style="font-family: verdana;"><em>Homo sapiens</em> is characterized by its unique capacity to
create complex cultures, advanced innovations and figurative art, as
well as by the ability to cross open water and spread to all parts of
our planet (Figure 4). Neanderthals also lived in groups and had big
brains (Figure 4). They also utilized tools, but these developed very
little during hundreds of thousands of years. The genetic differences
between <em>Homo sapiens</em> and our closest extinct relatives were
unknown until they were identified through Pääbo’s seminal work. Intense
ongoing research focuses on analyzing the functional implications of
these differences with the ultimate goal of explaining what makes us
uniquely human.</span></p><span style="font-family: verdana;">
</span><figure class="alignnone attachment-194684"><span style="font-family: verdana;"><img alt="Denisova, Neanderthal and H. sapiens" class="alignnone wp-image-194684 size-full" height="177" src="https://www.nobelprize.org/uploads/2022/10/press-medicine2022-figure4.jpg" width="320" /></span><figcaption class="figcaption">
<p class="figcaption__caption"><span style="font-family: verdana;"><em>Figure 4.</em> Pääbo’s seminal work provides a basis for explaining what makes us uniquely human.</span></p>
</figcaption></figure><span style="font-family: verdana;">
</span><h3><span style="font-family: verdana;">Key publications</span></h3><span style="font-family: verdana;">
</span><p><span style="font-family: verdana;">Krings M, Stone A, Schmitz RW, Krainitzki H, Stoneking M, <strong>Pääbo</strong><strong> S</strong>. Neandertal DNA sequences and the origin of modern humans. <em>Cell</em>. 1997:90:19-30.</span></p><span style="font-family: verdana;">
</span><p style="font-weight: 400;"><span style="font-family: verdana;">Green RE, Krause J, Briggs AW, Maricic T,
Stenzel U, Kircher M, Patterson N, Li H, Zhai W, Fritz MH, Hansen NF,
Durand EY, Malaspinas AS, Jensen JD, Marques-Bonet T, Alkan C, Prüfer K,
Meyer M, Burbano HA, Good JM, Schultz R, Aximu-Petri A, Butthof A,
Höber B, Höffner B, Siegemund M, Weihmann A, Nusbaum C, Lander ES, Russ
C, Novod N, Affourtit J, Egholm M, Verna C, Rudan P, Brajkovic D, Kucan
Ž, Gušic I, Doronichev VB, Golovanova LV, Lalueza-Fox C, de la Rasilla
M, Fortea J, Rosas A, Schmitz RW, Johnson PLF, Eichler EE, Falush D,
Birney E, Mullikin JC, Slatkin M, Nielsen R, Kelso J, Lachmann M, Reich
D, <strong>Pääbo S</strong>. A draft sequence of the Neandertal genome. <em>Science</em>. 2010:328:710-722.</span></p><span style="font-family: verdana;">
</span><p><span style="font-family: verdana;">Krause J, Fu Q, Good JM, Viola B, Shunkov MV, Derevianko AP, <strong>Pääbo</strong><strong> S</strong>. The complete mitochondrial DNA genome of an unknown hominin from southern Siberia. <em>Nature</em>. 2010:464:894-897.</span></p><span style="font-family: verdana;">
</span><p style="font-weight: 400;"><span style="font-family: verdana;">Reich D, Green RE, Kircher M, Krause J,
Patterson N, Durand EY, Viola B, Briggs AW, Stenzel U, Johnson PL,
Maricic T, Good JM, Marques-Bonet T, Alkan C, Fu Q, Mallick S, Li H,
Meyer M, Eichler EE, Stoneking M, Richards M, Talamo S, Shunkov MV,
Derevianko AP, Hublin JJ, Kelso J, Slatkin M, <strong>Pääbo</strong><strong> S</strong>. Genetic history of an archaic hominin group from Denisova Cave in Siberia. <em>Nature</em>. 2010:468:1053-1060.</span></p><span style="font-family: verdana;">
</span><p><span style="font-family: verdana;">Meyer M, Kircher M, Gansauge MT, Li H, Racimo F, Mallick S, Schraiber
JG, Jay F, Prüfer K, de Filippo C, Sudmant PH, Alkan C, Fu Q, Do R,
Rohland N, Tandon A, Siebauer M, Green RE, Bryc K, Briggs AW, Stenzel U,
Dabney J, Shendure J, Kitzman J, Hammer MF, Shunkov MV, Derevianko AP,
Patterson N, Andrés AM, Eichler EE, Slatkin M, Reich D, Kelso J, <strong>Pääbo S.</strong> A high-coverage genome sequence from an archaic Denisovan individual. <em>Science</em>. 2012:338:222-226.</span></p><span style="font-family: verdana;">
</span><p style="font-weight: 400;"><span style="font-family: verdana;">Prüfer K, Racimo F, Patterson N, Jay F,
Sankararaman S, Sawyer S, Heinze A, Renaud G, Sudmant PH, de Filippo C,
Li H, Mallick S, Dannemann M, Fu Q, Kircher M, Kuhlwilm M, Lachmann M,
Meyer M, Ongyerth M, Siebauer M, Theunert C, Tandon A, Moorjani P,
Pickrell J, Mullikin JC, Vohr SH, Green RE, Hellmann I, Johnson PL,
Blanche H, Cann H, Kitzman JO, Shendure J, Eichler EE, Lein ES, Bakken
TE, Golovanova LV, Doronichev VB, Shunkov MV, Derevianko AP, Viola B,
Slatkin M, Reich D, Kelso J, <strong>Pääbo S</strong>. The complete genome sequence of a Neanderthal from the Altai Mountains. <em>Nature</em>. 2014:505: 43-49.</span></p><span style="font-family: verdana;">
</span><p><span style="font-family: verdana;"><b>>Svante Pääbo</b> was born 1955 in Stockholm, Sweden. He
defended his PhD thesis in 1986 at Uppsala University and was a
postdoctoral fellow at University of Zürich, Switzerland and later at
University of California, Berkeley, USA. He became Professor at the
University of Munich, Germany in 1990. In 1999 he founded the Max Planck
Institute for Evolutionary Anthropology in Leipzig, Germany where he is
still active. He also holds a position as adjunct Professor at Okinawa
Institute of Science and Technology, Japan.</span></p><span style="font-family: verdana;">
</span><p><span style="font-family: verdana;">Illustrations: © The Nobel Committee for Physiology or Medicine. Illustrator: Mattias Karlén</span></p><span style="font-family: verdana;">
</span><hr /><span style="font-family: verdana;">
</span><p class="smalltext"><span style="font-family: verdana;"><em>The Nobel Assembly, consisting of 50 professors
at Karolinska Institutet, awards the Nobel Prize in Physiology or
Medicine. Its Nobel Committee evaluates the nominations. Since 1901 the
Nobel Prize has been awarded to scientists who have made the most
important discoveries for the benefit of humankind.</em></span></p><span style="font-family: verdana;">
</span><p class="smalltext"><span style="font-family: verdana;">Nobel Prize® is the registered trademark of the Nobel Foundation</span></p><span style="font-family: verdana;">
</span><span style="font-family: verdana;">
</span><span style="font-family: verdana;">
</span><footer class="border-top pagecite" itemscope="" itemtype="http://schema.org/citation">
<p><span style="font-family: verdana;">Press release: The Nobel Prize in Physiology or Medicine
2022. NobelPrize.org. Nobel Prize Outreach AB 2022. Mon. 3 Oct 2022. <i>https://www.nobelprize.org/prizes/medicine/2022/press-release/ </i></span></p><p><span style="font-family: verdana;"><i> </i></span></p>
</footer><span style="font-family: verdana;">
</span><p style="margin-left: 1em; margin-right: 1em;"><span style="font-family: verdana;"><span style="font-size: large;"><b>Do you have Neanderthal DNA?</b></span> <br /></span></p><p style="margin-left: 1em; margin-right: 1em;"><span style="font-family: verdana;">23andMe is currently the only major DNA testing company which reports to us information about our Neanderthal DNA inheritance: <br /></span></p><p style="margin-left: 1em; margin-right: 1em;"><span style="font-family: verdana;"></span></p><h1 data-mdv-id="section-index-report-title"><span style="font-size: small;"><i>"Hey David! You have more Neanderthal DNA than <span class="percentage">45%</span> of other customers."</i></span></h1><h1 data-mdv-id="section-index-report-title"><span style="font-size: small;"><i>"You inherited a small amount of <span class="glossary tpd-hideOnClickOutside" data-glossify-definition="DNA is a molecule that stores the instructions your cells use to function. DNA is made up of smaller units that are connected to form a sequence. These units -- called DNA bases -- are represented by the letters A, T, C, and G." data-glossify-term="DNA" role="button" tabindex="0">DNA</span> from your Neanderthal ancestors. Out of the 7,462 <span class="glossary tpd-hideOnClickOutside" data-glossify-definition="A variant is a difference in the DNA sequence between individuals. For example, some people might have an "A" at a certain location, whereas other people might have a "T." Many variants have no effect, but some variants can be associated with diseases, traits, or ancestral groups. Because we inherit our DNA from both parents, we can have up to two variants at a given position – one copy from each parent." data-glossify-term="variant" role="button" tabindex="0">variants</span> we tested, we found <span class="explanation-variant-count"><b>236 variants</b></span> in your DNA that trace back to the Neanderthals."<br /></i></span></h1><div class="text-content">
<p><i>"<b>All together, your Neanderthal ancestry accounts for less than </b><span class="explanation-percentage"><b>~2 percent of your DNA."</b></span></i></p><p><i><span class="explanation-percentage"></span></i></p>
</div><h1 data-mdv-id="section-index-report-title">
</h1><div class="trait-container first">
<img alt="" class="trait-image" src="https://you.23andme.com/static/img/reports/neanderthal_v2/fear_heights.80693e4b33e5.svg" />
<div class="trait-explanation b1">
<i>"You have one variant associated with <span class="contextual-phrase">being less likely to have a fear of heights.</span>
</i></div><i>
</i></div><i>
</i><div class="trait-container ">
<i><img alt="" class="trait-image" src="https://you.23andme.com/static/img/reports/neanderthal_v2/sprint_vs_distance.acb9ece49fc0.svg" /></i>
<div class="trait-explanation b1"><i>
You have one variant associated with <span class="contextual-phrase">being a better sprinter than distance runner.</span></i>
</div>
</div><i>
</i><div class="trait-container "><i>
<img alt="" class="trait-image" src="https://you.23andme.com/static/img/reports/neanderthal_v2/sweat_workout.dc95020789b4.svg" /></i>
<div class="trait-explanation b1">
<i>You have one variant associated with <span class="contextual-phrase">being more likely to sweat during a workout.</span>
</i></div><i>
</i></div><i>
</i><div class="trait-container js-traits-container last "><i>
<img alt="" class="trait-image" src="https://you.23andme.com/static/img/reports/neanderthal_v2/chin_dimple.a34d752a4876.svg" />
</i><div class="trait-explanation b1"><i>
You have one variant associated with <span class="contextual-phrase">being less likely to have a chin dimple."</span></i> </div><div class="trait-explanation b1"> </div>
</div><h1 data-mdv-id="section-index-report-title"><span style="font-size: small;"><span style="font-family: verdana;">Read more Neanderthal DNA in Svante's best selling 2014 book:</span><br /></span></h1><h1 data-mdv-id="section-index-report-title"><img alt="" class="a-dynamic-image" data-a-dynamic-image="{"https://m.media-amazon.com/images/I/41ePHetk1dL._SX323_BO1,204,203,200_.jpg":[325,499],"https://m.media-amazon.com/images/I/41ePHetk1dL._SY344_BO1,204,203,200_.jpg":[226,346]}" id="imgBlkFront" src="https://m.media-amazon.com/images/I/41ePHetk1dL._SX323_BO1,204,203,200_.jpg" width="260px" /></h1><h1 data-mdv-id="section-index-report-title"><span style="font-size: small;"> </span></h1><p style="margin-left: 1em; margin-right: 1em;"><span style="font-family: verdana;"> </span></p><p style="margin-left: 1em; margin-right: 1em;"><span style="font-family: verdana;"> </span></p></div><p><span style="font-family: verdana;"> <br /></span></p><p><br /></p>Dr Dhttp://www.blogger.com/profile/05774555636055110063noreply@blogger.com0tag:blogger.com,1999:blog-5415306683169000572.post-20770166937088756642022-08-07T08:11:00.002-07:002022-08-07T08:33:37.344-07:00My Ethnicity Results -- 2022<p style="text-align: left;"> </p><p style="text-align: left;"><span style="font-family: verdana;">Two years ago I blogged about my ethnicity as predicted by five different DNA Labs: "<a href="https://www.blogger.com/blog/post/edit/5415306683169000572/3862413987976358325" target="_blank">Should we CELEBRATE genetic Ethnicity?</a>" At the time I had "commissioned" Celebrate DNA to make me a tee shirt documenting these five results:<br /></span></p><h3 style="text-align: center;"><span style="font-family: verdana;"> </span><img border="0" data-original-height="1068" data-original-width="1600" height="266" src="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEib-7eRZcSkg6ucnUdCt8B-mLQxHaBb26SeAzBZzte8efeK75i_u1f3dTbzt5LkSNVPW8RTlLE8eaSajUQ4kLXW0hZ05Sgl5V_inolyOxKvW5377gUdLTd9IzP0iV7EK_XhhRlI4cWjp-mp/s400/Doc.jpg" width="400" /> </h3><p style="text-align: left;"><span style="font-family: verdana;">I decided to check each of these predictions today to see what changes, if any, had been made. </span></p><p style="text-align: left;"><span style="font-family: verdana;"></span></p><p class="my-0 text-grey-500 font-semibold leading-tight text-lg flex-0"><span style="font-family: verdana;"><b>Living DNA</b>: </span></p><ul style="text-align: left;"><li><span style="font-family: verdana;">Great Britain and Ireland 100 % (last updated February 3, 2020).</span></li></ul><p class="my-0 text-grey-500 font-semibold leading-tight text-lg flex-0"><span style="font-family: verdana;"></span></p><p class="my-0 text-grey-500 font-semibold leading-tight text-lg flex-0"><span style="font-family: verdana;"><b>FTDNA</b>: </span></p><ul style="text-align: left;"><li><span style="font-family: verdana;">Ireland 45%; </span></li><li><span style="font-family: verdana;">England, Scotland and Wales trace.</span></li></ul><p class="my-0 text-grey-500 font-semibold leading-tight text-lg flex-0"><span style="font-family: verdana;"></span></p><p class="my-0 text-grey-500 font-semibold leading-tight text-lg flex-0"><span style="font-family: verdana;"><b>Ancestry</b>: <br /></span></p><ul _ngcontent-tor-c94="" class="sideList extraTopSpacingBlock ng-tns-c94-1 ng-trigger ng-trigger-fadeList ng-star-inserted"><li _ngcontent-tor-c94="" class="ng-tns-c94-1 ng-star-inserted"><div _ngcontent-tor-c93="" class="listItem"><span style="font-family: verdana;"><a _ngcontent-tor-c93="" class="listItemLink" data-branch="2021_076" data-se-id="ethnicity-region" data-test-ethnicity-region="" href="https://www.ancestry.com/dna/origins/83B8B992-E0BA-4FD5-B3C1-5F320879C560/details?ethnicity=2021_076" role="button" title="Scotland"><span _ngcontent-tor-c93="" class="title bold ng-star-inserted">Scotland</span><span _ngcontent-tor-c93="" class="percentage"> 29%</span><span _ngcontent-tor-c93="" class="iconAfter iconArrowRightAfter"></span></a></span></div></li><li _ngcontent-tor-c94="" class="ng-tns-c94-1 ng-star-inserted"><div _ngcontent-tor-c93="" class="listItem"><span style="font-family: verdana;"><a _ngcontent-tor-c93="" class="listItemLink" data-branch="2021_075" data-se-id="ethnicity-region" data-test-ethnicity-region="" href="https://www.ancestry.com/dna/origins/83B8B992-E0BA-4FD5-B3C1-5F320879C560/details?ethnicity=2021_075" role="button" title="Wales"><span _ngcontent-tor-c93="" class="title bold ng-star-inserted">Wales</span><span _ngcontent-tor-c93="" class="percentage"> 18%</span><span _ngcontent-tor-c93="" class="iconAfter iconArrowRightAfter"></span></a></span></div></li><li _ngcontent-tor-c94="" class="ng-tns-c94-1 ng-star-inserted"><div _ngcontent-tor-c93="" class="listItem"><span style="font-family: verdana;"><a _ngcontent-tor-c93="" class="listItemLink" data-branch="2021_074" data-se-id="ethnicity-region" data-test-ethnicity-region="" href="https://www.ancestry.com/dna/origins/83B8B992-E0BA-4FD5-B3C1-5F320879C560/details?ethnicity=2021_074" role="button" title="England & Northwestern Europe"><span _ngcontent-tor-c93="" class="title bold ng-star-inserted">England & Northwestern Europe </span><span _ngcontent-tor-c93="" class="percentage">12%</span><span _ngcontent-tor-c93="" class="iconAfter iconArrowRightAfter"></span></a></span></div></li><li _ngcontent-tor-c94="" class="ng-tns-c94-1 ng-star-inserted"><div _ngcontent-tor-c93="" class="listItem"><span style="font-family: verdana;"><a _ngcontent-tor-c93="" class="listItemLink" data-branch="2021_077" data-se-id="ethnicity-region" data-test-ethnicity-region="" href="https://www.ancestry.com/dna/origins/83B8B992-E0BA-4FD5-B3C1-5F320879C560/details?ethnicity=2021_077" role="button" title="Ireland"><span _ngcontent-tor-c93="" class="title bold ng-star-inserted">Ireland</span><span _ngcontent-tor-c93="" class="percentage"> 7%</span></a></span></div><div _ngcontent-tor-c93="" class="listItem"><span style="font-family: verdana;"><span _ngcontent-tor-c93="" class="percentage"></span></span></div></li></ul><p style="text-align: left;"><b><span style="font-family: verdana;">23andMe</span></b><span style="font-family: verdana;">: </span></p><ul style="text-align: left;"><li><span style="font-family: verdana;">British and Irish 62.9%</span></li></ul><p style="text-align: left;"><span style="font-family: verdana;"> <b>My Heritage</b>: <br /></span></p><div class="nested_list ethnicity_nested_list"><div class="nested_list_title_wrapper"><div class="ethnicity_title" data-automations="region-europe_nw_british_population"><h5 class="genetic_group_label variant_ethnicity ethnicity_name bold"><div class="details_wrapper"><div class="name" data-automations="genetic_group_label"><ul style="text-align: left;"><li><span style="font-size: small;"><span style="font-family: verdana;"><span style="font-weight: normal;">English 53.1%</span></span></span></li></ul></div></div></h5></div></div></div><div class="nested_list ethnicity_nested_list"><div class="nested_list_title_wrapper"><div class="ethnicity_title" data-automations="region-europe_nw_irish_population"><ul style="text-align: left;"><li><h5 class="genetic_group_label variant_ethnicity ethnicity_name bold"><div class="details_wrapper"><div class="name" data-automations="genetic_group_label"><span style="font-size: small;"><span style="font-family: verdana;"><span style="font-weight: normal;">Irish, Scottish, and Welsh 5.5%</span></span></span></div></div></h5></li></ul></div></div></div><div class="nested_list_title_wrapper"><div class="ethnicity_title" data-automations="region-europe_nw_finish_west_russian_population"><h5 class="genetic_group_label variant_ethnicity ethnicity_name bold"><div class="details_wrapper"><h1 style="text-align: left;"><span style="font-family: verdana;"><span>So, what should I wear to the next family reunion?</span></span></h1></div></h5></div></div><p style="text-align: center;"> </p>Dr Dhttp://www.blogger.com/profile/05774555636055110063noreply@blogger.com0tag:blogger.com,1999:blog-5415306683169000572.post-79834515142741276782022-08-01T07:49:00.000-07:002022-08-01T07:49:26.649-07:00DNA Testing your DESCENDENTS with BIG Y 700--Part 2<p><span style="font-family: verdana;"> </span></p><p><span style="font-family: verdana;">Earlier this year I published a post that is <a href="http://blog.ddowell.com/2022/03/dna-testing-your-descendants-with-big-y.html">part 1 of this post</a>. In that I described testing my grandson and a couple of questions it raised.</span></p><ol style="text-align: left;"><li><span style="font-family: verdana;">Did the one mutated<span> </span><b>ySTR<span> </span></b>between me and my grandson occur when my son was conceived or when my grandson was conceived?</span></li><li><span style="font-family: verdana;">Will my son's terminal<span> </span><b>ySNP<span> </span></b>cover my grandson's "private variant" or is that variant the unique marker for my grandson? </span></li></ol><br /><div><span style="font-family: verdana;">Now my son's test results are back and I have the answers to those questions and more! </span><ol style="text-align: left;"><li><span style="font-family: verdana;">My son and I are 111/111 marker exact <b>ySTR</b> matches so my grandson is the mutant. The mutation between me and my grandson that I reported in my previous post was formed when my grandson was conceived.<br /></span></li><li><span style="font-family: verdana;">My son's terminal <b>ySNP </b>does cover my grandson's "private variant". As of now neither of them are shown to have any private variants.</span></li></ol><span style="font-family: verdana;">More exciting to me is that my son and grandson share a <b>terminal ySNP</b>, </span><span style="font-family: verdana;"><b><span face="Roboto, sans-serif" style="-webkit-text-stroke-width: 0px; background-color: white; color: #212121; display: inline; float: none; font-size: 15px; font-style: normal; font-variant-caps: normal; font-variant-ligatures: normal; font-weight: 400; letter-spacing: normal; orphans: 2; text-align: start; text-decoration-color: initial; text-decoration-style: initial; text-decoration-thickness: initial; text-indent: 0px; text-transform: none; white-space: normal; widows: 2; word-spacing: 0px;">R-FTC50269</span></b>,<b> </b>that I do not share. It appears to have been formed when my son was conceived in 1969. All patrilineal descendants of my son--and therefore of me--will forever carry this ySNP. FTDNA's new beta version of their <i>Discovery</i> tool illustrates this ySNP:</span></div><div><span style="font-family: verdana;"> </span></div><div><span style="font-family: verdana;"> </span><h3 class="subj-title bold" style="-webkit-text-stroke-width: 0px; background-color: white; color: black; font-family: Roboto, "Helvetica Neue", sans-serif; font-size: 18px; font-variant-caps: normal; font-variant-ligatures: normal; font-weight: 500; letter-spacing: normal; margin: 0px 0px 10px; padding: 0px; text-align: start; text-decoration-color: initial; text-decoration-style: initial; text-decoration-thickness: initial; text-indent: 0px; text-transform: none; white-space: normal; word-spacing: 0px;"><i>Your Y-DNA Haplogroup Report for<span> </span><span class="bold emphasized" style="color: #fa4616; font-weight: 500; margin: 0px; padding: 0px;">R-FTC50269</span></i></h3><p class="subj-subtext" style="-webkit-text-stroke-width: 0px; background-color: white; color: black; font-family: Roboto, "Helvetica Neue", sans-serif; font-size: 15px; font-variant-caps: normal; font-variant-ligatures: normal; font-weight: 400; letter-spacing: normal; margin: 0px; padding: 0px; text-align: left; text-decoration-color: initial; text-decoration-style: initial; text-decoration-thickness: initial; text-indent: 0px; text-transform: none; white-space: normal; word-spacing: 0px;"><i>The Y chromosome is passed on from father to son, remaining mostly unaltered from generation to generation, except for small trackable changes from time to time. By comparing these small differences in high-coverage test results, we can reconstruct a large Family Tree of Mankind where all Y chromosomes go back to a single common ancestor who lived hundreds of thousands of years ago. 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</p><p class="MsoNormal" style="background: white none repeat scroll 0% 0%; line-height: normal; margin-bottom: 18.75pt; mso-outline-level: 1;"><i><b><span style="color: #fa4616; font-family: Roboto; font-size: 27pt; mso-bidi-font-family: "Times New Roman"; mso-fareast-font-family: "Times New Roman"; mso-font-kerning: 18.0pt;">R-FTC50269</span></b></i></p><i>
</i><p class="MsoNormal" style="background: white none repeat scroll 0% 0%; line-height: normal; margin-bottom: 0in;"><i><span style="color: black; font-family: Roboto; font-size: 13.5pt; mso-bidi-font-family: "Times New Roman"; mso-fareast-font-family: "Times New Roman";">Haplogroup R-FTC50269 represents
a man who is estimated to have been born around 50 years ago, plus or
minus 100 years. <br /></span></i></p><i>
</i><p class="MsoNormal" style="background: white none repeat scroll 0% 0%; line-height: normal; margin-bottom: 0in;"><i><span style="color: black; font-family: Roboto; font-size: 13.5pt; mso-bidi-font-family: "Times New Roman"; mso-fareast-font-family: "Times New Roman";">That corresponds to
about 2000 CE with a 95% probability he was born between 1885 and 1998
CE.</span></i></p><i>
</i><p class="MsoNormal" style="background: white none repeat scroll 0% 0%; line-height: normal; margin-bottom: 0in;"><i><span style="color: black; font-family: Roboto; font-size: 13.5pt; mso-bidi-font-family: "Times New Roman"; mso-fareast-font-family: "Times New Roman";">R-FTC50269's paternal
lineage branched off from <a href="https://discover.familytreedna.com/y-dna/R-FGC43697"><span style="color: #fa4616;">R-FGC43697</span></a> and the rest of
mankind about 100 years ago, plus or minus 50 years.</span></i></p><i>
</i><p class="MsoNormal" style="background: white none repeat scroll 0% 0%; line-height: normal; margin-bottom: 4.5pt;"><i><span style="color: black; font-family: Roboto; font-size: 13.5pt; mso-bidi-font-family: "Times New Roman"; mso-fareast-font-family: "Times New Roman";">He is the
most recent paternal line ancestor of all members of this group.</span></i></p><i>
</i><p class="MsoNormal" style="background: white none repeat scroll 0% 0%; line-height: normal; margin-bottom: 0in;"><i><span style="color: black; font-family: Roboto; font-size: 13.5pt; mso-bidi-font-family: "Times New Roman"; mso-fareast-font-family: "Times New Roman";">There are 2 DNA
test-confirmed descendants, and they have specified that their direct paternal
origins are from United States.</span></i></p><i>
</i><p class="MsoNormal" style="background: white none repeat scroll 0% 0%; line-height: normal; margin-bottom: 4.5pt;"><i><span style="color: black; font-family: Roboto; font-size: 13.5pt; mso-bidi-font-family: "Times New Roman"; mso-fareast-font-family: "Times New Roman";">As more
people test, the history of this genetic lineage might be further refined.</span></i></p>
<p></p><p class="subj-subtext" style="-webkit-text-stroke-width: 0px; background-color: white; color: black; font-family: Roboto, "Helvetica Neue", sans-serif; font-size: 15px; font-variant-caps: normal; font-variant-ligatures: normal; font-weight: 400; letter-spacing: normal; margin: 0px; padding: 0px; text-align: left; text-decoration-color: initial; text-decoration-style: initial; text-decoration-thickness: initial; text-indent: 0px; text-transform: none; white-space: normal; word-spacing: 0px;"><i> </i></p><p class="subj-subtext" style="-webkit-text-stroke-width: 0px; background-color: white; color: black; font-family: Roboto, "Helvetica Neue", sans-serif; font-size: 15px; font-variant-caps: normal; font-variant-ligatures: normal; font-weight: 400; letter-spacing: normal; margin: 0px; padding: 0px; text-align: left; text-decoration-color: initial; text-decoration-style: initial; text-decoration-thickness: initial; text-indent: 0px; text-transform: none; white-space: normal; word-spacing: 0px;"><a href="https://discover.familytreedna.com/y-dna/R-FTC50269/story">For more information about this ySNP click here.</a><br /></p></div><div><span style="font-family: verdana;"> </span></div><div><span style="font-family: verdana;"> </span></div><div><span style="font-size: medium;"><span style="font-size: large;"><span style="font-family: verdana;">It looks like testing the younger generation has given me a genetic coat of arms!</span></span> </span><br /></div><div><span style="font-family: verdana;"> </span><br /></div><div><span style="font-family: verdana;"> </span><br /></div>Dr Dhttp://www.blogger.com/profile/05774555636055110063noreply@blogger.com0tag:blogger.com,1999:blog-5415306683169000572.post-49409100717507243512022-03-15T08:28:00.003-07:002022-03-15T12:21:42.113-07:00DNA Testing your descendants with BIG Y<p> </p><p>Those of us who are veterans of <b>atDNA</b> testing have long preached "test the oldest generation of the family." For <b>atDNA</b> testing this is still great advice. However, there may be times when we can learn from testing the youngest generation.</p><p>I know that there are various schools of thought about how old a child should be before they are tested. That topic is an important one which I will not deal with here. I have long tested family members of all ages. By so doing I discovered several years ago that grandchildren do not inherit exactly one-fourth of their <b>atDNA</b> from each grandparent. You can see my blog post about that (<a href="http://blog.ddowell.com/2017/10/i-got-it-wrong-retractioncorrection.html" target="_blank">I got it wrong</a>).</p><p>More recently I bought a <b>BIG Y 700 </b>test for my oldest grandson. Until now <b>ySTR</b> tests have primarily been to find matches among other test-takers. <b>ySNP</b> tests have been primarily to discover new branching points along the Y chromosome since possibly sixteen million or more locations can be explored. As his results have come back, I have so far learned two things: </p><ol style="text-align: left;"><li>Either my grandson or his father is a "mutant." My grandson matches me on 110 of the first 111 markers over which FTDNA tests <b>ySTRs</b>. In one of the two conception events a mismatch occurred. </li><li>Prior to my grandson's test results, I had two "private variants" not found in the genome of any man previously tested. Now both of those variants are shown in the box with the white background in the column on the left below. Now that two men have had those <b>ySNPs</b> show up in their tests, they have become "named <b>SNPs</b>" and added to the <b>BIG Y Tree</b>, In addition my grandson's test results had identified a new "private variant" which had not previously been discovered. <br /></li></ol><div class="separator" style="clear: both; text-align: center;"><a href="https://blogger.googleusercontent.com/img/a/AVvXsEgqJ-qJ2QRklb1piK9tcdKWkitGXhOW6mu035ixxNgxGAUr8WOWa-5OZrezKi748uBUZql0o-DEBgiqVc1vWXZY2XE2Zwvekc7LHPaXAkbExZolo8f1PKGRgBm0dzC-MIudonsHScPF4pZWtRMBQ8RVPL5X7SbGsxk6AqUINdfLnBIr4JmgSKtbtjbNRw=s475" style="margin-left: 1em; margin-right: 1em;"><img border="0" data-original-height="191" data-original-width="475" height="161" src="https://blogger.googleusercontent.com/img/a/AVvXsEgqJ-qJ2QRklb1piK9tcdKWkitGXhOW6mu035ixxNgxGAUr8WOWa-5OZrezKi748uBUZql0o-DEBgiqVc1vWXZY2XE2Zwvekc7LHPaXAkbExZolo8f1PKGRgBm0dzC-MIudonsHScPF4pZWtRMBQ8RVPL5X7SbGsxk6AqUINdfLnBIr4JmgSKtbtjbNRw=w400-h161" width="400" /></a></div><p> </p><p>So what if anything have I learned about my family history by testing my grandson? In the test of his first 111 <b>ySTR</b> markers, we had one mismatch. This allows <i>FTDNA's YDNA TiP</i> tool to predict that we have a 78% chance of sharing a common patrilineal ancestor within 2 generations. (The correct answer.) The <i>TiP</i> tool predicts we have a 95 percent chance of sharing that common ancestor within 4 generations. He is not my closest match over the first 111 <b>ySTR</b> markers. I have one cousin who is an exact match over those markers. However, that cousin shares 6 Big <b>Y STR</b> differences with me when all 590 <b>STR</b>s tested are considered. My grandson shares only 2 <b>STR</b> differences with me over all <b>STRs</b> 659 tested. Since <b>ySTRs</b> can mutate at random, when more are tested the results are more accurate. The results confirm that he is in fact probably relate to me within two generations along my patrilineal line.<br /></p><p>The two <b>ySNPs </b>in the white box above, R-FGC43697 and R-FGC43683 are equivalent <b>SNPs</b> for genealogical purposes at least for now. We really can't tell which occurred first. What these designations tell us is that these <b>SNPs</b> are part of the R1b male haplogroup and they are #43,683 and #43,697 of the <b>ySNPs</b> discovered by and named by the Full Genome Corporation lab. Other than that these numbers have no significance. For now my grandson and I are the only two men who have mutations at these locations. We would expect any of our male descendants to inherit them. They would become a sort of genetic signature of our particular family line of descent--our genetic coat of arms. Early indications are that these mutations may have occurred about a hundred years ago. More testing by family members will be needed to learn more specifically when they may first have occurred. Below is a timeline chart generated by Rob Spencer's <i>Tracking Back</i> tools:<br /></p><div class="separator" style="clear: both; text-align: center;"><a href="https://blogger.googleusercontent.com/img/a/AVvXsEhu27BOfM6IthpVL8OA6WHtcQw9faKAaaCgoMXBLqLLZH4zyZ4gmFJF6zN9cyrS1wWGFR_BV18Lo7MqDdOL_RQ7clZRVp5li9V9kcQj8fXGCMYW182w35eKqWGq6TpSe-BPXnOOoNJs8zGte8J2jAYnXftXVXFym5Hv6Z8kTi_aYQcIbSJU0rOfLP9SeQ=s267" style="margin-left: 1em; margin-right: 1em;"><img border="0" data-original-height="101" data-original-width="267" height="151" src="https://blogger.googleusercontent.com/img/a/AVvXsEhu27BOfM6IthpVL8OA6WHtcQw9faKAaaCgoMXBLqLLZH4zyZ4gmFJF6zN9cyrS1wWGFR_BV18Lo7MqDdOL_RQ7clZRVp5li9V9kcQj8fXGCMYW182w35eKqWGq6TpSe-BPXnOOoNJs8zGte8J2jAYnXftXVXFym5Hv6Z8kTi_aYQcIbSJU0rOfLP9SeQ=w400-h151" width="400" /></a></div><p>This suggests that <b>ySNP</b> R-FGC43697 may have been created by a mutation in a birth event occurring around the beginning of the 20th century. Also note that my previous haplogroup assignment of FGC43694 as well as other nearby cousins like all of us under <b>ySNP</b> R-BY2666 appear to be connecting back as far as 1,500 years ago. Several <b>SNPs</b> back then have yet to be separated out time wise. </p><p>The results of my grandson's test have pushed my own terminal <b>ySNP</b> down into genealogical time--perhaps to the last two or three generations. This has caused us to order a <b>BIG Y 700 </b>test for my son. That may be overkill. I would have considered it to be a few months ago. However, it will show us a couple of things at the very least.</p><ol style="text-align: left;"><li>Did the one mutated <b>ySTR </b>between me and my grandson occur when my son was conceived or when my grandson was conceived?</li><li>Will my son's terminal <b>ySNP </b>cover my grandson's "private variant" or is that variant the unique marker for my grandson? <br /></li></ol><p>It is an expensive way to add these two bits of information to our family history but I could plan a genealogical research trip that could cost more that the test with less guarantee of new information. <br /></p><div _ngcontent-pgo-c185="" class="info-section big-y-str"><br /></div>Dr Dhttp://www.blogger.com/profile/05774555636055110063noreply@blogger.com0tag:blogger.com,1999:blog-5415306683169000572.post-11384873337779307592021-11-21T07:00:00.000-08:002021-11-21T07:00:01.905-08:00Genetic Genealogy and CeCe Moore featured in The New Yorker<p> <!--[if gte mso 9]><xml>
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<![endif]--><span style="font-family: verdana;">
</span></p><p class="MsoNormal" style="text-align: center;"><span style="font-family: verdana;"><i> "Genealogists like CeCe Moore are using genetics to solve mysteries. </i></span></p><p class="MsoNormal" style="text-align: center;"><span style="font-family: verdana;"><i>How much do we really want to know?"</i><br /></span></p><p class="MsoNormal"><span style="font-family: verdana;"> </span></p><p class="MsoNormal"><span style="font-family: verdana;">CeCe Moore and the field of genetic genealogy are the focuses
of a ten-thousand-word article in the current (November 22<sup>nd</sup>) issue
of <i>The New Yorker</i> magazine by Raffi Khatchadourian which is entitled "Family Secrets". Those of you who are
interested in recent developments in solving cold case or unknown parentage searches
will find the background provided in this article to be fascinating. Ethical dilemmas
raised by this cutting edge and rapid developing technology are discussed.</span></p><p class="MsoNormal" style="text-align: center;"><span style="font-family: verdana;"> <img alt="" height="400" 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" width="311" /></span></p><span style="font-family: verdana;">
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</span><p class="MsoNormal" style="text-align: center;"><span style="font-family: verdana;"><span style="font-size: xx-small;">Photo by Peter Yang for <i>The New Yorker</i>. </span><br /></span></p><p class="MsoNormal"><span style="font-family: verdana;">Along the way you will get a clue as to why <i>Ancestry.com
</i>destroyed access to the hundred thousand DNA profiles that genealogists had
contributed to the Sorenson Molecular Genealogy Foundation—an act that Moore
likened to “burning libraries.” However, the focus of the article is on Moore
and the exploding number of cold cases that have been cleared by genetic
genealogists working with law enforcement. </span></p><p class="MsoNormal"><span style="font-family: verdana;">Also covered is Barbara Rae-Venter's work on the Golden State Killer case and her pioneering work on unknown parentage investigations. </span></p><p class="MsoNormal"><span style="font-family: verdana;">Curtis Rogers is another example of a successful pioneer who took a few arrows in his back as he struggled to find the proper balance between access and privacy with his phenomenally useful <i>GEDmatch</i> site. </span></p><p class="MsoNormal"><span style="font-family: verdana;">If you are interested in genetic genealogy, you will find something you didn't know in this substantial article. <br /></span></p><p class="MsoNormal"><span style="font-family: verdana;"> </span></p><p class="MsoNormal"><span style="font-family: verdana;"> </span></p><p class="MsoNormal"><span style="font-family: verdana;"> <br /></span></p>
Dr Dhttp://www.blogger.com/profile/05774555636055110063noreply@blogger.com0tag:blogger.com,1999:blog-5415306683169000572.post-8870293051272057032021-05-03T18:58:00.001-07:002021-05-03T19:02:31.781-07:00Jamboree of the Southern California Genealogy Society next month<div class="separator" style="clear: both; text-align: center;"></div><div class="separator" style="clear: both; text-align: center;"></div><div class="separator" style="clear: both; text-align: center;"></div><div class="separator" style="clear: both; text-align: center;"></div><div class="separator" style="clear: both; text-align: center;"></div><div class="separator" style="clear: both; text-align: center;"></div><p></p><p><br /></p><div class="separator" style="clear: both; text-align: center;"><span style="border: medium none; display: inline-block; height: 212px; margin-left: 1em; margin-right: 1em; overflow: hidden; width: 212px;"><img height="212" src="https://lh3.googleusercontent.com/YKJ0X-IEbXZWxBK3274RymN1ZIa2H2GW60RgXFZM44u80trWzqwfT-m--CVvPt3t5YhgtuYCOb97-0Pu9VfTDShbf5M4QJBK4WYTF-rG-Ow7wT2MKQKszlOgFIziVp9L3JrQeXf-" style="margin-left: 0px; margin-top: 0px;" width="212" /></span></div><p><span id="docs-internal-guid-d7ddfddd-7fff-c6de-1af1-70096c90a88b" style="background-color: transparent; color: black; font-family: Calibri,sans-serif; font-size: 12pt; font-style: normal; font-variant: normal; font-weight: 400; text-decoration: none; vertical-align: baseline; white-space: pre-wrap; white-space: pre;"><br /></span></p><p><span style="font-family: verdana;"><span style="font-size: small;">I will be a virtual speaker at <i>Jamboree</i> again this year. Hopefully you will be able to attend. For more information and to register go to </span></span><span style="font-family: verdana;"><span style="font-size: small;"><span style="font-size: medium;"><a href="http://genealogyjamboree.com/" rel="noopener" target="_blank"><span>www.genealogyjamboree.com </span></a></span> It would be great if we can get together in person in Burbank for next year's conference again in 2022.</span></span></p><p><span style="font-family: verdana;"><span style="font-size: small;">My topic will be "<i>Finding Joy and other Ana-Baptist Mennonite Cousins</i>." The story begins with my surprisingly easy task of uniting an old colleague with her octogenarian half sister that she knew only as "Joy." That turns out to be only the beginning of this tale that includes working around records that burned in a 19th century courthouse fire. This opens the door to tracing Joy and her newly connected cousins back to Switzerland around 1600 where the long paper trail was confirmed by DNA. Then the extreme genealogical trail ultimately leaped back to Africa thousands of years ago. Is this possible? Come and see! </span></span></p><p><span style="font-family: verdana;"><span style="font-size: small;"> </span></span><span id="docs-internal-guid-95b56540-7fff-4d25-0461-cfd6b0b045ff" style="background-color: transparent; color: black; font-family: Calibri,sans-serif; font-size: 12pt; font-style: normal; font-variant: normal; font-weight: 400; text-decoration: none; vertical-align: baseline; white-space: pre-wrap; white-space: pre;"></span></p>Dr Dhttp://www.blogger.com/profile/05774555636055110063noreply@blogger.com0tag:blogger.com,1999:blog-5415306683169000572.post-35581114528703248232021-02-15T07:57:00.008-08:002021-02-16T08:54:21.096-08:00RootsTech Connect 2021: The Programs<div class="separator" style="text-align: center;"><p style="margin-left: 1em; margin-right: 1em;"><img class="lumen-image__image" height="216" src="https://content.churchofjesuschrist.org/family-history/bc/rootstech/salt-lake/2021/home/RT_1200x648_7.jpg" width="400" /></p></div><p><span style="font-family: verdana;">RootsTech Connect is almost here. The 2021 version of the world's largest family history gathering begins in just over a week. In stead of thousands of genealogists converging on Salt Lake City, this year the conference is virtual and FREE. </span></p><p><span style="font-family: verdana;">So far more than 200,000 individuals from more than 200 countries have registered. Have you? It's not to late. You may need from now until next week to plan the presentations you wish to watch. There are literally hundreds of programs you can watch. If you wish to start planning your conference time, look at the latest list of topics and presenters who will be available. The following list was updated yesterday. To download the list you will need to copy and paste the following link into your browser: https://l.facebook.com/l.php?u=https%3A%2F%2Flookaside.fbsbx.com%2Ffile%2FRootsTech-Connect-2021-Sessions-eng.pdf%3Ftoken%3DAWzMiye5RfK18Ex1cXD70EGyYuRyXgYTVND6xhzZ8zqULwOBSVvSJHqFCuMjzRsMwl95CZUH4X-TONH5kKbWtmGZvlhi5T5-UaHEyr7Acv1LuU_Yk2DXBWacE9JBPQFsd6CvjB4k_cGqkK0nIc-xO781kobVTabJZRq-FbOskG1pU8Ak7zGHFzqlheaC0n4723VfL3fP_iO9W20LZMIDlOBoXyz-6O-LfU-qwwIrbco3-ksVhcj3jm7iE_JjiUnwH2fqIwb6vID7yPojJLS2pUfuC2hiHg6snle98CTTsN4S1-kjGzz_miLqE0jytwnXeWStOBbuVVK5gQxkVTYCe32jLJffkTJ7k-Mq2w6PYE8kbr_ubrgHzG7l-98Twb3qHm01OcFKyTDafe_yU4iIHoXK_vcYFvCgdeHYIUF7FRkPylgxzRV-PmtmxK0MTspE7WYP1j4O6XmVqLadwweIJOsUV2ucP31v5M7_WGq2qwb0YT8dSz0BiSDM0SgnnobgVmQ4LTMKuSsED84iZ3FcTR-6JAf2B99gwLztv6Zns8VImuU1ul5U8lLf31wMyygCUB0SY0jyW6CefVtaDQQ_bDfuQuleUKY5RpO9VAL6VtqmbA&h=AT19KXKMsWExn25_scR-V-bIG1GWFxBw0CtOf8WAfaEXIK_dG71oC-YEtU5o9Tr7GXqGCicZzIIqTr4y-NLCauT3OZxLd5-RHMkbte9aPaZZz7ql8RTCS9FgH2YIqEemcVX-A9r6H7V_Tb34XJIzw8c6jwk&__tn__=H-R&c[0]=AT2iAYlsBbq0OH43vduSC4Mp27cM8Tmx9DqkiGNdMvQOM1LpQ_9soDGzwDukTRzgaBw7oMMnRViRpxL_9kAijgC8AF4LwJ990TBvlTr3o_wbi0UYewrSOg7SZrKx0UK0L77j8qqbra2MyLI65hJ8P5WWe4veiqZ39p-PnWkvBsUZNxVWW4FyaiuXyegSHrfbO3x_gmeqDIVQyiHIoxe8mg3kKYl0eA </span></p><p><span style="font-family: verdana;"><br /></span></p><p><span style="font-family: verdana;">You will note there are no dates and times listed. </span><span style="font-size: small;"><span style="font-family: verdana;">If you still need to register <b>FREE</b> for the conference, you can do so at: https://www.rootstech.org/rootstech-connect-2021-registration?lang=eng </span></span></p><p><br /><span style="font-size: small;"><span style="font-family: verdana;"><span class="q9uorilb" style="display: inline-block; font-family: inherit;"><span style="font-size: small;"><span class="q9uorilb" style="display: inline-block; font-family: inherit;"><span style="font-family: verdana;"><b>No round trip travel to Salt Lake City and no hotel room required!! </b><br /></span></span></span></span></span></span></p><div style="-webkit-text-stroke-width: 0px; background-color: white; color: #1c1e21; font-family: "Segoe UI Historic", "Segoe UI", Helvetica, Arial, sans-serif; font-size: 12px; font-style: normal; font-variant-caps: normal; font-variant-ligatures: normal; font-weight: 400; letter-spacing: normal; orphans: 2; text-align: left; text-decoration-color: initial; text-decoration-style: initial; text-decoration-thickness: initial; text-indent: 0px; text-transform: none; white-space: normal; widows: 2; word-spacing: 0px;"><div class="q9uorilb bvz0fpym c1et5uql sf5mxxl7" style="display: inline-block; font-family: inherit; max-width: calc(100% - 26px); overflow-wrap: break-word; vertical-align: middle;"><div class="_680y" style="display: inline-flex; font-family: inherit; max-width: 100%; position: relative; vertical-align: middle;"><div class="_6cuy" style="flex: 1 1 auto; font-family: inherit; min-width: 0px; width: 546px;"><div class="b3i9ofy5 e72ty7fz qlfml3jp inkptoze qmr60zad rq0escxv oo9gr5id q9uorilb kvgmc6g5 cxmmr5t8 oygrvhab hcukyx3x d2edcug0 jm1wdb64 l9j0dhe7 l3itjdph qv66sw1b" style="background-color: var(--comment-background); border-radius: 18px; box-sizing: border-box; color: var(--primary-text); display: inline-block; font-family: inherit; margin: 0px; max-width: 100%; overflow-wrap: break-word; position: relative; white-space: normal; word-break: break-word;"><div class="tw6a2znq sj5x9vvc d1544ag0 cxgpxx05" style="font-family: inherit; padding: 8px 12px;"><div class="ecm0bbzt e5nlhep0 a8c37x1j" style="display: block; font-family: inherit; padding-bottom: 4px; padding-top: 4px;"><span class="d2edcug0 hpfvmrgz qv66sw1b c1et5uql rrkovp55 a8c37x1j keod5gw0 nxhoafnm aigsh9s9 d3f4x2em fe6kdd0r mau55g9w c8b282yb iv3no6db jq4qci2q a3bd9o3v knj5qynh oo9gr5id" color="var(--primary-text)" dir="auto" style="display: block; font-family: inherit; font-size: 0.9375rem; font-weight: normal; line-height: 1.3333; max-width: 100%; min-width: 0px; overflow-wrap: break-word; word-break: break-word;"><div class="kvgmc6g5 cxmmr5t8 oygrvhab hcukyx3x c1et5uql" style="font-family: inherit; margin: 0px; overflow-wrap: break-word;"><div dir="auto" style="font-family: inherit; text-align: start;"></div></div><blockquote><div class="kvgmc6g5 cxmmr5t8 oygrvhab hcukyx3x c1et5uql" style="font-family: inherit; margin: 0px; overflow-wrap: break-word;"><div dir="auto" style="font-family: inherit; text-align: start;">All these courses are available on demand only. They are available for the next year. The first half of the pages are the list in alphabetical order. The last half is the same list in region order.</div></div><div class="o9v6fnle cxmmr5t8 oygrvhab hcukyx3x c1et5uql" style="font-family: inherit; margin: 0.5em 0px 0px; overflow-wrap: break-word;"><div dir="auto" style="font-family: inherit; text-align: start;">The main thing missing right now are the classes taught in the other languages besides English and ASL. That will come this week.</div></div><div class="o9v6fnle cxmmr5t8 oygrvhab hcukyx3x c1et5uql" style="font-family: inherit; margin: 0.5em 0px 0px; overflow-wrap: break-word;"><div dir="auto" style="font-family: inherit; text-align: start;">This list was only provided because the new website isn’t ready to launch and registrants wanted to see a list of classes.</div></div></blockquote><div class="o9v6fnle cxmmr5t8 oygrvhab hcukyx3x c1et5uql" style="font-family: inherit; margin: 0.5em 0px 0px; overflow-wrap: break-word;"><div dir="auto" style="font-family: inherit; text-align: start;"></div></div></span></div></div></div></div><div class="_6cuq" style="bottom: -11px; font-family: inherit; position: absolute; right: 2px; z-index: 0;"><div style="font-family: inherit;"><span class="tojvnm2t a6sixzi8 abs2jz4q a8s20v7p t1p8iaqh k5wvi7nf q3lfd5jv pk4s997a bipmatt0 cebpdrjk qowsmv63 owwhemhu dp1hu0rb dhp61c6y iyyx5f41" style="align-items: inherit; align-self: inherit; display: inherit; flex-direction: inherit; flex: inherit; font-family: inherit; height: inherit; max-height: inherit; max-width: inherit; min-height: inherit; min-width: inherit; place-content: inherit; width: inherit;"><div class="oajrlxb2 g5ia77u1 qu0x051f esr5mh6w e9989ue4 r7d6kgcz rq0escxv nhd2j8a9 nc684nl6 p7hjln8o kvgmc6g5 cxmmr5t8 oygrvhab hcukyx3x jb3vyjys rz4wbd8a qt6c0cv9 a8nywdso i1ao9s8h esuyzwwr f1sip0of lzcic4wl l9j0dhe7 abiwlrkh p8dawk7l" role="button" style="-webkit-tap-highlight-color: transparent; background-color: transparent; border-color: initial; border-style: initial; border-width: 0px; box-sizing: border-box; cursor: pointer; display: inline; font-family: inherit; list-style: outside none none; margin: 0px; outline: currentcolor none medium; padding: 0px; position: relative; text-align: inherit; text-decoration: none; touch-action: manipulation; user-select: none;" tabindex="0"><div class="bp9cbjyn fni8adji hgaippwi fykbt5ly ns4ygwem j83agx80 r9r71o1u gl3lb2sf jwdofwj8 n8tt0mok r8blr3vg hyh9befq hn33210v jkio9rs9" style="--t68779821: 0 1px 3px 0 var(--shadow-2); align-items: center; background-color: var(--popover-background); border-radius: 10px; box-shadow: 0 1px 3px 0 var(--shadow-2); display: flex; font-family: inherit; font-size: 0.6875rem; height: 16px; padding: 2px;"><div class="bp9cbjyn j83agx80 rl25f0pe b3onmgus" style="align-items: center; display: flex; flex-direction: row-reverse; font-family: inherit; padding-left: 4px;"><br /></div><span class="m9osqain e9vueds3 knj5qynh j5wam9gi jb3vyjys n8tt0mok qt6c0cv9 hyh9befq g0qnabr5" color="var(--secondary-text)" style="font-family: inherit; font-size: 0.8125rem; font-weight: normal; line-height: 1.2308; padding: 0px 2px; white-space: nowrap;"></span></div></div></span><span class="tojvnm2t a6sixzi8 abs2jz4q a8s20v7p t1p8iaqh k5wvi7nf q3lfd5jv pk4s997a bipmatt0 cebpdrjk qowsmv63 owwhemhu dp1hu0rb dhp61c6y iyyx5f41" style="align-items: inherit; align-self: inherit; display: inherit; flex-direction: inherit; flex: inherit; font-family: inherit; height: inherit; max-height: inherit; max-width: inherit; min-height: inherit; min-width: inherit; place-content: inherit; width: inherit;"><div class="oajrlxb2 g5ia77u1 qu0x051f esr5mh6w e9989ue4 r7d6kgcz rq0escxv nhd2j8a9 nc684nl6 p7hjln8o kvgmc6g5 cxmmr5t8 oygrvhab hcukyx3x jb3vyjys rz4wbd8a qt6c0cv9 a8nywdso i1ao9s8h esuyzwwr f1sip0of lzcic4wl l9j0dhe7 abiwlrkh p8dawk7l" role="button" style="-webkit-tap-highlight-color: transparent; background-color: transparent; border-color: initial; border-style: initial; border-width: 0px; box-sizing: border-box; cursor: pointer; display: inline; font-family: inherit; list-style: outside none none; margin: 0px; outline: currentcolor none medium; padding: 0px; position: relative; text-align: inherit; text-decoration: none; touch-action: manipulation; user-select: none;" tabindex="0"><div class="bp9cbjyn fni8adji hgaippwi fykbt5ly ns4ygwem j83agx80 r9r71o1u gl3lb2sf jwdofwj8 n8tt0mok r8blr3vg hyh9befq hn33210v jkio9rs9" style="--t68779821: 0 1px 3px 0 var(--shadow-2); align-items: center; background-color: var(--popover-background); border-radius: 10px; box-shadow: 0 1px 3px 0 var(--shadow-2); display: flex; font-family: inherit; font-size: 0.6875rem; height: 16px; padding: 2px;"><div class="bp9cbjyn j83agx80 rl25f0pe b3onmgus" style="align-items: center; display: flex; flex-direction: row-reverse; font-family: inherit; padding-left: 4px;"><br /></div><span class="m9osqain e9vueds3 knj5qynh j5wam9gi jb3vyjys n8tt0mok qt6c0cv9 hyh9befq g0qnabr5" color="var(--secondary-text)" style="font-family: inherit; font-size: 0.8125rem; font-weight: normal; line-height: 1.2308; padding: 0px 2px; white-space: nowrap;"></span></div></div></span><span class="tojvnm2t a6sixzi8 abs2jz4q a8s20v7p t1p8iaqh k5wvi7nf q3lfd5jv pk4s997a bipmatt0 cebpdrjk qowsmv63 owwhemhu dp1hu0rb dhp61c6y iyyx5f41" style="align-items: inherit; align-self: inherit; display: inherit; flex-direction: inherit; flex: inherit; font-family: inherit; height: inherit; max-height: inherit; max-width: inherit; min-height: inherit; min-width: inherit; place-content: inherit; width: inherit;"><div class="oajrlxb2 g5ia77u1 qu0x051f esr5mh6w e9989ue4 r7d6kgcz rq0escxv nhd2j8a9 nc684nl6 p7hjln8o kvgmc6g5 cxmmr5t8 oygrvhab hcukyx3x jb3vyjys rz4wbd8a qt6c0cv9 a8nywdso i1ao9s8h esuyzwwr f1sip0of lzcic4wl l9j0dhe7 abiwlrkh p8dawk7l" role="button" style="-webkit-tap-highlight-color: transparent; background-color: transparent; border-color: initial; border-style: initial; border-width: 0px; box-sizing: border-box; cursor: pointer; display: inline; font-family: inherit; list-style: outside none none; margin: 0px; outline: currentcolor none medium; padding: 0px; position: relative; text-align: inherit; text-decoration: none; touch-action: manipulation; user-select: none;" tabindex="0"><div class="bp9cbjyn fni8adji hgaippwi fykbt5ly ns4ygwem j83agx80 r9r71o1u gl3lb2sf jwdofwj8 n8tt0mok r8blr3vg hyh9befq hn33210v jkio9rs9" style="--t68779821: 0 1px 3px 0 var(--shadow-2); align-items: center; background-color: var(--popover-background); border-radius: 10px; box-shadow: 0 1px 3px 0 var(--shadow-2); display: flex; font-family: inherit; font-size: 0.6875rem; height: 16px; padding: 2px;"><div class="bp9cbjyn j83agx80 rl25f0pe b3onmgus" style="align-items: center; display: flex; flex-direction: row-reverse; font-family: inherit; padding-left: 4px;"><br /></div><span class="m9osqain e9vueds3 knj5qynh j5wam9gi jb3vyjys n8tt0mok qt6c0cv9 hyh9befq g0qnabr5" color="var(--secondary-text)" style="font-family: inherit; font-size: 0.8125rem; font-weight: normal; line-height: 1.2308; padding: 0px 2px; white-space: nowrap;"></span></div></div></span><span class="tojvnm2t a6sixzi8 abs2jz4q a8s20v7p t1p8iaqh k5wvi7nf q3lfd5jv pk4s997a bipmatt0 cebpdrjk qowsmv63 owwhemhu dp1hu0rb dhp61c6y iyyx5f41" style="align-items: inherit; align-self: inherit; display: inherit; flex-direction: inherit; flex: inherit; font-family: inherit; height: inherit; max-height: inherit; max-width: inherit; min-height: inherit; min-width: inherit; place-content: inherit; width: inherit;"><div class="oajrlxb2 g5ia77u1 qu0x051f esr5mh6w e9989ue4 r7d6kgcz rq0escxv nhd2j8a9 nc684nl6 p7hjln8o kvgmc6g5 cxmmr5t8 oygrvhab hcukyx3x jb3vyjys rz4wbd8a qt6c0cv9 a8nywdso i1ao9s8h esuyzwwr f1sip0of lzcic4wl l9j0dhe7 abiwlrkh p8dawk7l" role="button" style="-webkit-tap-highlight-color: transparent; background-color: transparent; border-color: initial; border-style: initial; border-width: 0px; box-sizing: border-box; cursor: pointer; display: inline; font-family: inherit; list-style: outside none none; margin: 0px; outline: currentcolor none medium; padding: 0px; position: relative; text-align: inherit; text-decoration: none; touch-action: manipulation; user-select: none;" tabindex="0"><div class="bp9cbjyn fni8adji hgaippwi fykbt5ly ns4ygwem j83agx80 r9r71o1u gl3lb2sf jwdofwj8 n8tt0mok r8blr3vg hyh9befq hn33210v jkio9rs9" style="--t68779821: 0 1px 3px 0 var(--shadow-2); align-items: center; background-color: var(--popover-background); border-radius: 10px; box-shadow: 0 1px 3px 0 var(--shadow-2); display: flex; font-family: inherit; font-size: 0.6875rem; height: 16px; padding: 2px;"><div class="bp9cbjyn j83agx80 rl25f0pe b3onmgus" style="align-items: center; display: flex; flex-direction: row-reverse; font-family: inherit; padding-left: 4px;"><br /></div><span class="m9osqain e9vueds3 knj5qynh j5wam9gi jb3vyjys n8tt0mok qt6c0cv9 hyh9befq g0qnabr5" color="var(--secondary-text)" style="font-family: inherit; font-size: 0.8125rem; font-weight: normal; line-height: 1.2308; padding: 0px 2px; white-space: nowrap;"></span></div></div></span><span class="tojvnm2t a6sixzi8 abs2jz4q a8s20v7p t1p8iaqh k5wvi7nf q3lfd5jv pk4s997a bipmatt0 cebpdrjk qowsmv63 owwhemhu dp1hu0rb dhp61c6y iyyx5f41" style="align-items: inherit; align-self: inherit; display: inherit; flex-direction: inherit; flex: inherit; font-family: inherit; height: inherit; max-height: inherit; max-width: inherit; min-height: inherit; min-width: inherit; place-content: inherit; width: inherit;"><div class="oajrlxb2 g5ia77u1 qu0x051f esr5mh6w e9989ue4 r7d6kgcz rq0escxv nhd2j8a9 nc684nl6 p7hjln8o kvgmc6g5 cxmmr5t8 oygrvhab hcukyx3x jb3vyjys rz4wbd8a qt6c0cv9 a8nywdso i1ao9s8h esuyzwwr f1sip0of lzcic4wl l9j0dhe7 abiwlrkh p8dawk7l" role="button" style="-webkit-tap-highlight-color: transparent; background-color: transparent; border-color: initial; border-style: initial; border-width: 0px; box-sizing: border-box; cursor: pointer; display: inline; font-family: inherit; list-style: outside none none; margin: 0px; outline: currentcolor none medium; padding: 0px; position: relative; text-align: inherit; text-decoration: none; touch-action: manipulation; user-select: none;" tabindex="0"><div class="bp9cbjyn fni8adji hgaippwi fykbt5ly ns4ygwem j83agx80 r9r71o1u gl3lb2sf jwdofwj8 n8tt0mok r8blr3vg hyh9befq hn33210v jkio9rs9" style="--t68779821: 0 1px 3px 0 var(--shadow-2); align-items: center; background-color: var(--popover-background); border-radius: 10px; box-shadow: 0 1px 3px 0 var(--shadow-2); display: flex; font-family: inherit; font-size: 0.6875rem; height: 16px; padding: 2px;"><div class="bp9cbjyn j83agx80 rl25f0pe b3onmgus" style="align-items: center; display: flex; flex-direction: row-reverse; font-family: inherit; padding-left: 4px;"><br /></div><span class="m9osqain e9vueds3 knj5qynh j5wam9gi jb3vyjys n8tt0mok qt6c0cv9 hyh9befq g0qnabr5" color="var(--secondary-text)" style="font-family: inherit; font-size: 0.8125rem; font-weight: normal; line-height: 1.2308; padding: 0px 2px; white-space: nowrap;"></span></div></div></span><span class="tojvnm2t a6sixzi8 abs2jz4q a8s20v7p t1p8iaqh k5wvi7nf q3lfd5jv pk4s997a bipmatt0 cebpdrjk qowsmv63 owwhemhu dp1hu0rb dhp61c6y iyyx5f41" style="align-items: inherit; align-self: inherit; display: inherit; flex-direction: inherit; flex: inherit; font-family: inherit; height: inherit; max-height: inherit; max-width: inherit; min-height: inherit; min-width: inherit; place-content: inherit; width: inherit;"><div class="oajrlxb2 g5ia77u1 qu0x051f esr5mh6w e9989ue4 r7d6kgcz rq0escxv nhd2j8a9 nc684nl6 p7hjln8o kvgmc6g5 cxmmr5t8 oygrvhab hcukyx3x jb3vyjys rz4wbd8a qt6c0cv9 a8nywdso i1ao9s8h esuyzwwr f1sip0of lzcic4wl l9j0dhe7 abiwlrkh p8dawk7l" role="button" style="-webkit-tap-highlight-color: transparent; background-color: transparent; border-color: initial; border-style: initial; border-width: 0px; box-sizing: border-box; cursor: pointer; display: inline; font-family: inherit; list-style: outside none none; margin: 0px; outline: currentcolor none medium; padding: 0px; position: relative; text-align: inherit; text-decoration: none; touch-action: manipulation; user-select: none;" tabindex="0"><div class="bp9cbjyn fni8adji hgaippwi fykbt5ly ns4ygwem j83agx80 r9r71o1u gl3lb2sf jwdofwj8 n8tt0mok r8blr3vg hyh9befq hn33210v jkio9rs9" style="--t68779821: 0 1px 3px 0 var(--shadow-2); align-items: center; background-color: var(--popover-background); border-radius: 10px; box-shadow: 0 1px 3px 0 var(--shadow-2); display: flex; font-family: inherit; font-size: 0.6875rem; height: 16px; padding: 2px;"><div class="bp9cbjyn j83agx80 rl25f0pe b3onmgus" style="align-items: center; display: flex; flex-direction: row-reverse; font-family: inherit; padding-left: 4px;"><br /></div><span class="m9osqain e9vueds3 knj5qynh j5wam9gi jb3vyjys n8tt0mok qt6c0cv9 hyh9befq g0qnabr5" color="var(--secondary-text)" style="font-family: inherit; font-size: 0.8125rem; font-weight: normal; line-height: 1.2308; padding: 0px 2px; white-space: nowrap;"></span></div></div></span><span class="tojvnm2t a6sixzi8 abs2jz4q a8s20v7p t1p8iaqh k5wvi7nf q3lfd5jv pk4s997a bipmatt0 cebpdrjk qowsmv63 owwhemhu dp1hu0rb dhp61c6y iyyx5f41" style="align-items: inherit; align-self: inherit; display: inherit; flex-direction: inherit; flex: inherit; font-family: inherit; height: inherit; max-height: inherit; max-width: inherit; min-height: inherit; min-width: inherit; place-content: inherit; width: inherit;"><div class="oajrlxb2 g5ia77u1 qu0x051f esr5mh6w e9989ue4 r7d6kgcz rq0escxv nhd2j8a9 nc684nl6 p7hjln8o kvgmc6g5 cxmmr5t8 oygrvhab hcukyx3x jb3vyjys rz4wbd8a qt6c0cv9 a8nywdso i1ao9s8h esuyzwwr f1sip0of lzcic4wl l9j0dhe7 abiwlrkh p8dawk7l" role="button" style="-webkit-tap-highlight-color: transparent; background-color: transparent; border-color: initial; border-style: initial; border-width: 0px; box-sizing: border-box; cursor: pointer; display: inline; font-family: inherit; list-style: outside none none; margin: 0px; outline: currentcolor none medium; padding: 0px; position: relative; text-align: inherit; text-decoration: none; touch-action: manipulation; user-select: none;" tabindex="0"><div class="bp9cbjyn fni8adji hgaippwi fykbt5ly ns4ygwem j83agx80 r9r71o1u gl3lb2sf jwdofwj8 n8tt0mok r8blr3vg hyh9befq hn33210v jkio9rs9" style="--t68779821: 0 1px 3px 0 var(--shadow-2); align-items: center; background-color: var(--popover-background); border-radius: 10px; box-shadow: 0 1px 3px 0 var(--shadow-2); display: flex; font-family: inherit; font-size: 0.6875rem; height: 16px; padding: 2px;"><div class="bp9cbjyn j83agx80 rl25f0pe b3onmgus" style="align-items: center; display: flex; flex-direction: row-reverse; font-family: inherit; padding-left: 4px;"><br /></div><span class="m9osqain e9vueds3 knj5qynh j5wam9gi jb3vyjys n8tt0mok qt6c0cv9 hyh9befq g0qnabr5" color="var(--secondary-text)" style="font-family: inherit; font-size: 0.8125rem; font-weight: normal; line-height: 1.2308; padding: 0px 2px; white-space: nowrap;"></span></div></div></span></div></div></div></div><div class="q9uorilb sf5mxxl7 pgctjfs5" style="display: inline-block; font-family: inherit; vertical-align: middle; width: 22px;"><div class="no6464jc pedkr2u6" style="font-family: inherit; margin-left: 11px; opacity: 1;"><span class="tojvnm2t a6sixzi8 abs2jz4q a8s20v7p t1p8iaqh k5wvi7nf q3lfd5jv pk4s997a bipmatt0 cebpdrjk qowsmv63 owwhemhu dp1hu0rb dhp61c6y iyyx5f41" style="align-items: inherit; align-self: inherit; display: inherit; flex-direction: inherit; flex: inherit; font-family: inherit; height: inherit; max-height: inherit; max-width: inherit; min-height: inherit; min-width: inherit; place-content: inherit; width: inherit;"><br /></span></div></div></div>Dr Dhttp://www.blogger.com/profile/05774555636055110063noreply@blogger.com0tag:blogger.com,1999:blog-5415306683169000572.post-20225622277417135842020-11-08T04:47:00.001-08:002020-11-08T06:56:30.647-08:00Upcoming Genealogical Conferences<div class="separator"><p style="margin-left: 1em; margin-right: 1em; text-align: left;"> </p></div><p><span style="font-family: verdana;">The COVID-19 pandemic will continue to rearrange our lives for the foreseeable future. Some of these disruptions are annoying and others give us a chance to "make lemonade" with our continuing genetic genealogy education. <br /></span></p><p><span style="font-family: verdana;">During a normal winter and spring, I look forward to the following opportunities to meet with colleagues and share learning opportunities about the latest developments in genealogy--particularly genetic genealogy:</span></p><p><span style="font-family: verdana;">The Family Tree DNA (FTDNA) Project Coordinator's conference -- usually in mid November;</span></p><p><span style="font-family: verdana;">Middle Tennessee Genealogical Society (MTGS) Seminar Annual Seminar -- usually the Saturday before Thanksgiving;</span></p><p><span style="font-family: verdana;"></span></p><p><span style="font-family: verdana;">RootsTech -- usually in February; and <br /></span></p><p><span style="font-family: verdana;">Southern California Genealogical Society Jamboree with its embedded Genetic Genealogy Conference -- usually in early June. </span></p><p><span style="font-family: verdana;">I plan my annual travel schedule around these events. This year all of these events are not going to be what I normally expect. It will be disappointing not to have the face-to-face fellowship with colleagues from around the world. However, the rearranged formats for some some of these events offer opportunities to more people to benefit from the presentations that will be presented in virtual format. This will be a relief to travel budgets and still provide some outstanding learning experience to more genealogists.</span></p><p><span style="font-family: verdana;"> </span></p><p><span style="font-family: verdana;"><b>FTDNA Conference</b> <br /></span></p><p><span style="font-family: verdana;">At the moment the FTDNA conference has been indefinitely delayed. </span></p><p><span style="font-family: verdana;"> </span></p><p><span style="font-family: verdana;"><b>MTGS Seminar</b> <br /></span></p><p><span style="font-family: verdana;">The MTGS Seminar will be offered online with four outstanding presentations. It is coming up very soon but there is still time to register. <a href="http://mtgs.org/seminar.html">Register here.</a></span></p><center style="-webkit-text-stroke-width: 0px; color: black; font-family: "Trebuchet MS", Arial, Helvetica, sans-serif; font-size: 12.8px; font-style: normal; font-variant-caps: normal; font-variant-ligatures: normal; font-weight: 400; letter-spacing: normal; orphans: 2; text-decoration-color: initial; text-decoration-style: initial; text-indent: 0px; text-transform: none; white-space: normal; widows: 2; word-spacing: 0px;"><b><span class="auto-style12" style="font-size: x-large;"><span style="font-size: medium;"><span class="auto-style13" style="color: blue;">MTGS 32nd Annual Genealogical Seminar<br />Online-only Event this year</span><br /></span><span class="auto-style13" style="color: blue;"><span style="font-size: medium;">Saturday, November 21, 2020<br />9:00am - 2:00pm Central Time</span><br /><br /></span></span></b></center><span face=""Trebuchet MS", Arial, Helvetica, sans-serif" style="-webkit-text-stroke-width: 0px; color: black; font-size: medium; font-style: normal; font-variant-caps: normal; font-variant-ligatures: normal; font-weight: 400; letter-spacing: normal; orphans: 2; text-align: left; text-decoration-color: initial; text-decoration-style: initial; text-indent: 0px; text-transform: none; white-space: normal; widows: 2; word-spacing: 0px;">While we cannot hold our traditional in-person Seminar this year, that doesn’t mean that we don’t have, as usual, a great panel of speakers for this year's Seminar:<br /><ul><li><span class="auto-style13" style="color: blue;">Elizabeth Shown Mills</span>, CG, CGL, FASG, FNGS, FUGA, will present<span> </span><span class="auto-style14" style="color: red;"><i>“Samuel Witter vs Samuel Witter: Separating Same Name Soldiers, War of 1812.”</i></span><br /><br /></li><li><span class="auto-style13" style="color: blue;">Dr. David Dowell</span>, DNA author and past MTGS Board Member, will present<span> </span><span class="auto-style14" style="color: red;"><i>“If Grandpa Gave No DNA, Can I Find Out Who Did?”</i></span><br /><br /></li><li><span class="auto-style13" style="color: blue;">Zachary Keith</span>, Archival Assistant at the Tennessee State Library and Archives, will talk about the<span> </span><span class="auto-style14" style="color: red;"><i>Patriot Paths Website at TSLA - GIS Mapping of Revolutionary War Veterans</i></span><br /><br /></li><li><span class="auto-style13" style="color: blue;">Chuck Sherrill</span>, Tennessee State Librarian and Archivist, will introduce us, virtually, to the new Library and Archives building in<span> </span><span class="auto-style14" style="color: red;"><i>“Winning the Battle for a New Library and Archives”</i></span><br /></li></ul><p>This year's Seminar is<span> </span><span class="auto-style14" style="color: red;">free</span><span> </span>for current MTGS and THS members, and $10 for non-members, but pre-registration is required.<br /><br />Non-members who register will automatically receive a 6-month MTGS membership (December 2020 through May 2021), including the Winter 2021 and Spring 2021 issues of the MTGS<span> </span><i>Journal</i>.</p><hr /><p>The Seminar will be conducted<span> </span><span class="auto-style14" style="color: red;">online using Cisco WebEx software</span>, provided courtesy of the<span> </span><a href="https://sos.tn.gov/tsla" style="color: midnightblue; text-decoration: underline;">Tennessee State Library and Archives</a>. Registered attendees will receive instructions on how to connect via WebEx, prior to the event.</p><p> </p><p><b>RootsTech 2021</b> <br /></p><p>The rich offerings of RootsTech, the world's largest genealogical conference, are far too extensive to describe here but can be <a href="https://www.rootstech.org/?lang=eng">sampled online</a> <br /></p></span><h5 class="hero__pre-title" style="-webkit-text-stroke-width: 0px; box-sizing: border-box; color: #333333; font-family: "Open Sans", Zoram, "noto sans", Helvetica, Arial, sans-serif; font-size: 1.6rem; font-style: normal; font-variant-caps: normal; font-variant-ligatures: normal; font-weight: 700; letter-spacing: normal; line-height: 1.2; margin: 15px 0px 10px; max-width: 100%; orphans: 2; text-align: start; text-decoration-color: initial; text-decoration-style: initial; text-indent: 0px; text-transform: uppercase; white-space: normal; widows: 2; word-spacing: 0px;"></h5><blockquote><h5 class="hero__pre-title" style="-webkit-text-stroke-width: 0px; box-sizing: border-box; color: #333333; font-family: "Open Sans", Zoram, "noto sans", Helvetica, Arial, sans-serif; font-style: normal; font-variant-caps: normal; font-variant-ligatures: normal; letter-spacing: normal; line-height: 1.2; margin: 15px 0px 10px; max-width: 100%; text-align: start; text-decoration-color: initial; text-decoration-style: initial; text-indent: 0px; text-transform: uppercase; white-space: normal; word-spacing: 0px;"><span style="font-weight: normal;"><span style="font-size: medium;">25 - 27 FEBRUARY, 2021</span></span></h5><h4 class="hero__title" style="-webkit-text-stroke-width: 0px; box-sizing: border-box; color: #333333; font-family: "Open Sans", Zoram, "noto sans", Helvetica, Arial, sans-serif; font-size: 3.6rem; font-style: normal; font-variant-caps: normal; font-variant-ligatures: normal; font-weight: 400; letter-spacing: normal; line-height: 1.2; margin: 15px 0px 10px; max-width: 100%; orphans: 2; text-align: start; text-decoration-color: initial; text-decoration-style: initial; text-indent: 0px; text-transform: none; white-space: normal; widows: 2; word-spacing: 0px;"></h4><div class="hero__content" style="-webkit-text-stroke-width: 0px; box-sizing: border-box; color: #333333; font-family: "Open Sans", Zoram, "noto sans", Helvetica, Arial, sans-serif; font-style: normal; font-variant-caps: normal; font-variant-ligatures: normal; font-weight: 300; letter-spacing: normal; max-width: 100%; text-align: start; text-decoration-color: initial; text-decoration-style: initial; text-indent: 0px; text-transform: none; white-space: normal; word-spacing: 0px;"><p style="box-sizing: border-box; margin: 0px 0px 26px; max-width: 100%;"><span style="font-size: medium;">For the first time ever, the world’s largest family celebration event will be entirely virtual and completely free. Get ready to celebrate shared connections with people from around the world. Connect with friends, your family, your past, and your heritage and homelands—all from the comfort of your home and in your browser.</span></p></div></blockquote><p><span style="font-family: verdana;"> </span></p><p><span style="font-family: verdana;"><b>SCGS Jamboree </b><br /></span></p><div class="hero__content" style="-webkit-text-stroke-width: 0px; box-sizing: border-box; color: #333333; font-size: 18px; font-style: normal; font-variant-caps: normal; font-variant-ligatures: normal; font-weight: 300; letter-spacing: normal; max-width: 100%; text-align: start; text-decoration-color: initial; text-decoration-style: initial; text-indent: 0px; text-transform: none; white-space: normal; word-spacing: 0px;"><p style="box-sizing: border-box; margin: 0px 0px 26px; max-width: 100%;"></p></div><span face=""Trebuchet MS", Arial, Helvetica, sans-serif" style="-webkit-text-stroke-width: 0px; color: black; font-size: medium; font-style: normal; font-variant-caps: normal; font-variant-ligatures: normal; font-weight: 400; letter-spacing: normal; orphans: 2; text-align: left; text-decoration-color: initial; text-decoration-style: initial; text-indent: 0px; text-transform: none; white-space: normal; widows: 2; word-spacing: 0px;"><p style="text-align: left;"><span style="font-family: verdana;">For the past several years there have been two conferences bundled back to back to accommodate travelers from around the world. The chronologically first has been restricted to genetic genealogy and this has been followed by a more general genealogy conference. This year, since the travel will be virtual, the two conferences will be on adjoining weekends to allow staff to support both more completely and attendees to absorb more completely:</span></p><p style="text-align: left;"><span style="font-family: verdana;"></span></p><p style="text-align: left;"><span style="font-family: verdana;"></span></p><p style="text-align: left;"><span style="font-family: verdana;"></span></p><p style="text-align: left;"><span style="font-family: verdana;"></span></p><p style="text-align: left;"><span style="font-family: verdana;"><img height="400" src="https://genealogyjamboree.com/upload/img/ck/thumb/0/0143-poster-the-genes-in-your-family-v3.jpg" width="291" /></span></p><p style="text-align: left;"> <img height="400" src="https://genealogyjamboree.com/upload/img/ck/thumb/0/0144-poster-the-stars-in-your-family-v3.jpg" width="291" /> </p><p style="text-align: left;"><span style="font-family: verdana;">I'll be presenting at Jamboree as well as at the MTGS Seminar. I hope you get to attend many of the above sessions.</span></p><p style="text-align: left;"><span style="font-family: verdana;"><br /></span></p></span>Dr Dhttp://www.blogger.com/profile/05774555636055110063noreply@blogger.com0tag:blogger.com,1999:blog-5415306683169000572.post-55214284142964132192020-09-06T06:20:00.001-07:002020-09-06T11:37:55.401-07:00Uncle Henry's "scholarship"<p><br /></p><p><span style="font-family: verdana;">It is said that if you dig deep enough into the history of any God-fearing family you will find a horse thief. Most of us experienced family historians know that families with only horse thieves to talk about are the boring ones. </span></p><p><span style="font-family: verdana;">This tale started when Douglas Morris, a 2nd cousin, shared an old family picture: </span></p><div class="separator" style="clear: both; text-align: center;"><a href="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEi0mI16kKIEE1NSNzig2xRv72DpkFbczZoB2xYBs1vb37HU29eky8Vmyu8vBPmbufHei57ZBeOONOJLsnJdVUJ00FeIfRx71LxKCpwX0-dZpMBMyLY7wEBsMG3UTUzmwxCJAEeN8mT8S9PR/s941/The+5+Dowell+siblings.jpg" style="margin-left: 1em; margin-right: 1em;"><span style="font-family: verdana;"><img border="0" data-original-height="465" data-original-width="941" height="248" src="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEi0mI16kKIEE1NSNzig2xRv72DpkFbczZoB2xYBs1vb37HU29eky8Vmyu8vBPmbufHei57ZBeOONOJLsnJdVUJ00FeIfRx71LxKCpwX0-dZpMBMyLY7wEBsMG3UTUzmwxCJAEeN8mT8S9PR/w500-h248/The+5+Dowell+siblings.jpg" width="500" /></span></a></div><div class="separator" style="clear: both; text-align: center;"><span style="font-family: verdana;"><br /></span></div><div class="separator" style="clear: both; text-align: center;"><span style="font-family: verdana;"><br /></span></div><div class="separator" style="clear: both; text-align: left;"><span style="font-family: verdana;">I immediately thought I recognized two of the elderly gentlemen in the picture. </span><span style="font-family: verdana;">The one with the bent walking stick appeared to be my sometimes cantankerous</span><span style="font-family: verdana;"> great-grandfather Lindsia Dowell (1849-1930). In the middle of the picture was his older brother known as "Uncle John" (1848-1936) by everyone in the family. Technically he was the uncle of my paternal grandfather. But who were the other three siblings? The two ladies were Anna and Mary but which was which? If I really had to guess I would opt for Anna (1855-abt 1935) to be the one on the left and Mary (1859-1941) to be the one on the right</span><span style="font-family: verdana;">. But this is just speculation because the one helping to prop up my great-grandfather appears to me to be slightly older. Do you agree?</span></div><div class="separator" style="clear: both; text-align: left;"><span style="font-family: verdana;"><br /></span></div><div class="separator" style="clear: both; text-align: left;"><span style="font-family: verdana;">This leaves us to identify the third male in the picture. Candidates include Henry (1851-aft 1918), Isaac (1857-1943) and Joel (1861-1943). Two half-brothers also deserve some consideration. Obviously there is more research calling me here. But back to the picture above.</span></div><div class="separator" style="clear: both; text-align: left;"><span style="font-family: verdana;"><br /></span></div><div class="separator" style="clear: both; text-align: left;"><span style="font-family: verdana;">In January 2003 I took this picture with me on a visit to my soon to be nonagenarian dad. He quickly verified what I had already surmised about his grandfather and "Uncle John." However, he could not ID the other three. As snow was being whipped horizontally past his window at the Baptist Home in Northwest Missouri, I tried to prompt his memory. The third man could not be Henry I opined because Henry died in 1902. (Beeler, Flora Maye, <i>A Dowell Family History,</i> 1972.) My dad was then pacing around his room as he racked his brain. He whirled around with a combination of a "struck by lightening" and a "deer caught in the headlights" expression on his face. "<b>Henry didn't die in 1902!</b>" he forcefully asserted. "I've seen Henry and I hadn't been born in 1902." My dad who was not born until 1913 continued, "The reason I'm so sure about this is I still remember the angry expression on my dad's face when Henry came around. He didn't think Henry was a fit influence to be around us children." This was an indelible memory my dad had carried for more than eight decades.</span></div><div class="separator" style="clear: both; text-align: left;"><span style="font-family: verdana;"><br /></span></div><div class="separator" style="clear: both; text-align: left;"><span style="font-family: verdana;">So what is the real story about Henry? It turns out that Henry was a gifted writer -- so gifted that the State of Kansas had awarded him a "scholarship" that covered room and board at its fine institution in Leavenworth. This was the state prison not the federal one about which most of us are more familiar. Henry was a creative writer. OK, forger if you insist. </span></div><div class="separator" style="clear: both; text-align: left;"><span style="font-family: verdana;"><br /></span></div><div class="separator" style="clear: both; text-align: left;"><span style="font-family: verdana;">My first documentary confirmation of my dad's recollection came in the 1910 US census for Delaware, Leavenworth, Kansas: "</span><span style="font-family: verdana;"><i>Dowell, Henry C., age 59, M, W, MO, NC, NC, inmate in Kansas State Penitentiary.</i>" Further research in the Kansas State Archives revealed that this was not his first "scholarship". According to the Kansas Department of Corrections, Henry first came to visit September, 1893: </span></div><div class="separator" style="clear: both; text-align: left;"><span style="font-family: verdana;"><i>H. C. Dowell #6641, "P.L.G. P342 SERIES -1</i></span></div><div class="separator" style="clear: both;"><span style="font-family: verdana;"><i>Rec 9/31/93 (2) -- Wilson Co., Breaking from Jail. Pleads guilty, sentence 2 years, farmer, born Sept 14 51 MO NC NC, parents not living, married to Mahala Dowell, Parsons, KS, 2 children, resided in state 10, reads & writes, 1 year in school, first time in prison.</i></span></div><div class="separator" style="clear: both;"><span style="font-family: verdana;">He was further described as "<i>age 42, 5' 11½", complexion fair, greyish brown hair, brown eyes."</i></span></div><div class="separator" style="clear: both;"><span style="font-family: verdana;"><i><br /></i></span></div><span style="font-family: verdana;">By the 1900 US census Henry was back living with Mahala:</span><div><span style="font-family: verdana;"><div style="font-style: italic;">Dowell, Henry Head W M Sept 1851 48 M 16 MO TN TN farmer owned mortgaged 40</div><div style="font-style: italic;"> Mahaley Wife W F Mch 1858 42 M 16 3 2 OH VA KY</div><div style="font-style: italic;"> Claud Son W M April 1886 14 S KS TN OH</div><div style="font-style: italic;"> Flossie Daut W F Jan 1893 7 S KS TN OH</div><div style="font-style: italic;"><br /></div><div>OK you eagle eyed genealogists have already noted a couple of things wrong with the documentation. First September only has 30 days and probably that was true even back in 1893. Also the birth location for Henry's parents migrated from North Carolina to Tennessee between 1893 and 1900. I think Mahala was taking charge of the family and is possibly the one giving out this 1900 information.</div><div><br /></div><div>Wait, there is more. On April Fools Day 1904 Henry returned to Leavenworth:</div><div><div><i>Dowell, Henry C. #1076, alias Jacob Johnson</i></div><div><i>SPR 4/04, PL-I, p. 179</i></div><div><i>Rec. 4/1/04 -- Barton -- Forgery 1st-2nd-14th D Sentenced Mar 24th, 1904 1-57 yrs, 1-7</i></div><div><i> Breaking Jail 1-2</i></div><div><i>did not plead guilty age 52 farmer Sep 14 1851 MO parents born NC OH not living; married to Mahala Dowell, RR 4 Morehead KS, 3 children, owned no property, 30 yrs in state, reads writes, 1 yr. school 2nd time in prison here, this name</i></div><div><i> photo #1940</i></div><div><i> previous term as prisoner #6641</i></div><div>His description had not changed that much. He was reported to have lost a 1/2 inch of height and his hair was greying further:<i> "5' 11", Light complexion, white hair, brown eyes."</i></div><div><br /></div></div></span></div><div><span style="font-family: verdana;">After Henry's first visit to Leavenworth, Mahala took Henry back. But the second time was too much for her. She started telling everyone he died in 1902. That is the source of the incorrect death information in Beeler's book above.</span></div><div><span style="font-family: verdana;"><br /></span></div><div><span style="font-family: verdana;">If you didn't catch it the first time, please note that the second intake record above mentions a photo. I had noticed that and contacted the Kansas State Archives about it. The Archives staff found it and we started negotiating. The staff there said they would have to take a picture of the glass images, process them and then decide what kind and size of paper on which they should be printed. Apparently they were not used to getting requests like mine. I decided to cut to the chase and told them to just photograph the glass plates and send me the images electronically. And voile: </span></div><div><span style="font-family: verdana;"><br /></span><div class="separator" style="clear: both; text-align: center;"><a href="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEj_VDxCLj1ndAmOv7HOX2pn0iuwylD91hsj46sOxQd0_XJao3tFXschc1C4M-tZ5e_pRUAgZwT65oMhj4wQQpQuhEJE7RKHPt5QlJP1B640G8XKbVnxR1Jc99dT6AfQlYjR3ERy6OP7LJ3I/s2048/Uncle+Henry+.jpg" style="margin-left: 1em; margin-right: 1em;"><span style="font-family: verdana;"><img border="0" data-original-height="2048" data-original-width="1441" height="640" src="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEj_VDxCLj1ndAmOv7HOX2pn0iuwylD91hsj46sOxQd0_XJao3tFXschc1C4M-tZ5e_pRUAgZwT65oMhj4wQQpQuhEJE7RKHPt5QlJP1B640G8XKbVnxR1Jc99dT6AfQlYjR3ERy6OP7LJ3I/w450-h640/Uncle+Henry+.jpg" width="450" /></span></a></div><span style="font-family: verdana;"><div><span style="font-family: verdana;"><br /></span></div>Both my wife and her sister Michele think I'm almost a dead ringer for one of these mugshots. After all Henry is my great granduncle according to my <i>RootsMagic</i> software. According to the<a href="https://dnapainter.com/tools/sharedcmv4"> Shared Centimorgan table</a>, Henry would be called my great-great-uncle and would be expected to share an average of 420 cM of atDNA with me with a range of 186-713 cM. I knew we shared a yDNA signature but I would not have expected so much atDNA. No wonder we look so much alike.😉</span></div><div><span style="font-family: verdana;"><br /></span></div><div><span style="font-family: verdana;">Can you guess which mug they IDed?</span></div><div><span style="font-family: verdana;"><br /></span></div><div><span style="font-family: verdana;"><b>Spoiler:</b> My wife of more than 37 years has never seen my bare face and threatens that she would divorce me if she were subjected to that experience.<br /></span><p style="text-align: center;"><br /></p></div>Dr Dhttp://www.blogger.com/profile/05774555636055110063noreply@blogger.com0tag:blogger.com,1999:blog-5415306683169000572.post-271914680728432852020-04-25T05:24:00.000-07:002020-04-25T19:47:40.559-07:00DNA Day Miracle Boy Turns 6<br />
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<span style="font-family: "verdana" , sans-serif;">Last night I had my last bedtime story read to me by a 5 year old grandson. Today he turns 6. </span><span style="font-family: "verdana" , sans-serif;">Because of current social distancing protocols, this bedtime story was shared through social media. Benj calls these his "Gerald" books. Some of you will know them as Mo Willems' award winning "Elephant and Piggie" series. For the uninitiated among my readers, Gerald is the elephant and apparently the favorite of Benj. Those of you with sharp eyes will see Gerald on my tablet below along with the top of the head of a still 5 year old.</span><br />
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<tr><td class="tr-caption" style="text-align: center;">Benj reads "Gerald" book to Papa with a little tech assist from Daddy</td></tr>
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<span style="font-family: "verdana" , sans-serif;">Some of you may remember some of the story of how he came to be and why I called him our DNA Day Miracle when he was born in 2014. If you've heard all this before, please indulge a proud Papa as he tells it again. </span></div>
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<span style="font-family: "verdana" , sans-serif;">My youngest grandson was first DNA tested BEFORE he was implanted into his mom. Since then he has been tested twice via swabs long before they became front page news everyday. He attempted a spit test but quickly demonstrated that he was too young. Every time he was asked to spit, instead he blew his nose. We will try that again very soon. </span><br />
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<span style="font-family: "verdana" , sans-serif;">A few years ago I tested his two older brothers who where then 7 and 9. When I was discussing the results with them, Noah observed, "If we tested Benj, his results would be more like mine than Simon's." I think his conclusion was based more on observations of phenotype than on genomic data. Never the less, ever eager to encourage interest in genetic genealogy, I made a deal with Noah. If he would follow Benj around for 45 minutes or so and make sure he didn't consume any food or drink, I would swab him to test Noah's hypothesis. Noah kept his part of the bargain and so did I. </span><br />
<span style="font-family: "verdana" , sans-serif;"><br /></span><span style="font-family: "verdana" , sans-serif;">I could understand that based on hair alone, Noah's conclusion had merit. He and Benj shared straight hair and the patented Papa Dowell cowlick. Simon's hair is a little curlier for reasons we will explore below. </span><br />
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<a href="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEinUgRe7OYjXdOiyIIGL-0QAM8GVttCWAp4G6kRbBGdiv_EH0codRHdLSmeQCU1LBuffAuUk54alADzYOENgvQXtPmiZic0KOOASMdOG6KL53QtH3F6B4W6GOcjnO4N2xRIdiJDG-7rJtIm/s1600/It+is+the+hair.png" imageanchor="1" style="margin-left: 1em; margin-right: 1em;"><img border="0" data-original-height="317" data-original-width="521" height="242" src="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEinUgRe7OYjXdOiyIIGL-0QAM8GVttCWAp4G6kRbBGdiv_EH0codRHdLSmeQCU1LBuffAuUk54alADzYOENgvQXtPmiZic0KOOASMdOG6KL53QtH3F6B4W6GOcjnO4N2xRIdiJDG-7rJtIm/s400/It+is+the+hair.png" width="400" /></a></div>
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<span style="font-family: "verdana" , sans-serif;">The DNA test results were a revelation to me in one significant regard. Benj only inherited 15% of his atDNA from his maternal grandfather. Prior to this I had bought into the theory that we each inherited 25% of our atDNA from each grandparent. As I was to learn, we inherit 50% of our atDNA from each SET of grandparents but the amount we get from each individual grandparent can vary widely. Benj got 35% from his maternal grandmother. Simon's inheritance was more balanced getting 26% from his maternal grandfather and Noah 22%. Simon also inherited 24.1% of his atDNA from his paternal grandmother -- another potential source of curly hair -- compared to 21.7% for Noah and 22.6% for Benj. A fuller analysis of all this is another story for another day.</span></div>
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<span style="font-family: "verdana" , sans-serif;">More to my main theme today, Benj probably got so little of his atDNA from his maternal grandfather because of his first DNA test when he was an 8 cell embryo. The purpose of that test was to select a healthy embryo that did not carry his maternal grandfather's potentially fatal Brugada gene. </span></div>
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<span style="font-family: "verdana" , sans-serif;">For those of you who are interested there was a 2 part special blog post that I wrote on DNA Day 6 year ago to explain why that day was so special to our family:</span><br />
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<span style="font-family: "verdana" , sans-serif;">Part 1: <a href="http://blog.ddowell.com/2014/04/autosomal-dominant-inheritance-brugada.html">Autosomal Dominant Inheritance: Brugada Syndrome</a>.</span><br />
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<span style="font-family: "verdana" , sans-serif;">Part 2: <a href="http://blog.ddowell.com/2014/04/our-dna-day-miracle.html">Our DNA Day Miracle</a>. </span> </div>
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<span style="font-family: "verdana" , sans-serif;">In lieu of the traditional birthday party today Benj will be getting a noisy surprise drive by from his friends at 10:30 this morning. I hope Mother Nature cooperates and does not rain on his parade which will go on rain or shine. After the conclusion of that honking and yelling event, Benj will have 6 more "Gerald" books to read with Papa. </span><br />
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<tr><td class="tr-caption" style="text-align: center;">Dowell brothers and nanny observing social distancing [from Grandpa] while Benj warms up to celebrate birthday.</td></tr>
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Dr Dhttp://www.blogger.com/profile/05774555636055110063noreply@blogger.com0tag:blogger.com,1999:blog-5415306683169000572.post-19133394686362537032020-04-04T19:19:00.000-07:002020-04-04T19:54:47.337-07:00SAVE THE DATE: Requires advanced registration<br />
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<span style="font-size: medium;">When three siblings did not receive any DNA from their
supposed maternal grandfather, a systematic research plan traced the origin of
the biological grandfather. Family oral histories, digital phasing, DNA testing
of many extended family members and analysis of xDNA inheritance patterns were
needed to find the real source of that missing DNA. It was from Donaghadee, Ireland
rather than Prussia.</span></div>
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<span style="font-size: medium;">David Dowell, PhD, was a librarian for 35 years and a
special investigative officer in the USAF for 4 years and has two degrees in
history and two in library science. He has researched family histories since
the 1960s. His most recent books are NextGen Genealogy: The DNA Connection
(2015) and Crash Course in Genealogy (2011). Previously he taught “Genealogy
Research” and “Ethics in the Information Age” at Cuesta College and chaired the
Genealogy Committee and the Ethics Committee of the American Library
Association. He blogs as “Dr. D Digs Up Ancestors” at http://blog.ddowell.com
and coordinates three DNA projects.</span></div>
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<span style="font-family: "arial" , "helvetica" , sans-serif;"><br /></span>Dr Dhttp://www.blogger.com/profile/05774555636055110063noreply@blogger.com0tag:blogger.com,1999:blog-5415306683169000572.post-41195994965432749582020-04-04T06:45:00.000-07:002020-04-04T06:45:49.948-07:00Mukherjee’s The Gene: An Intimate History comes to PBS<br />
<span style="font-family: Verdana, sans-serif;">Dick <i><a href="https://blog.eogn.com/">Eastman's Online Genealogy Newsletter</a> </i>yesterday called our attention to a presentation first airing on PBS next Tuesday that should be of interest most of the readers of this blog:</span><br />
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<em>Ken Burns Presents the Gene: An Intimate History</em> will be broadcast on April 7 and 14 on PBS. Pulitzer Prize-winning author <a href="https://en.wikipedia.org/wiki/Siddhartha_Mukherjee" rel="noopener" target="_blank"><strong>Siddhartha Mukherjee, M.D</strong></a><strong>.</strong>, and acclaimed filmmaker <a href="https://en.wikipedia.org/wiki/Ken_Burns" rel="noopener" target="_blank"><strong>Ken Burns</strong></a> have collaborated on the new documentary inspired by Mukherjee’s best-selling 2016 book, The Gene: An Intimate History.</blockquote>
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<span style="font-family: Verdana, sans-serif;"><a href="https://www.pbs.org/kenburns/the-gene/episode-guide">The viewing guide on the PBS site </a>gives the following preview:</span><br />
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“The Gene: An Intimate History”
brings vividly to life the story of today’s revolution in medical
science through present-day tales of patients and doctors at the
forefront of the search for genetic treatments, interwoven with a
compelling history of the discoveries that made this possible and the
ethical challenges raised by the ability to edit DNA with precision.</div>
<h4 style="text-align: center;">
PART 1: Dawn of the Modern Age of Genetics</h4>
<h4 style="text-align: center;">
PART 2: Revolution in the Treatment of Disease </h4>
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</div>
<span style="font-family: Verdana, sans-serif;">This mini-series seems to have two things going for it as far as I'm concerned: Ken Burns and Siddhartha Mukherjee. Denise and I enjoy all the documentaries that Burns produces for PBS. In addition I found <i>The Gene </i>to be a fascinating book when I read it a couple of years ago. We have already set our DVR to record both episodes just to be sure we don't miss them. </span><br />
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<span style="font-family: Verdana, sans-serif;"> </span><img alt="Abacus" class="responsive-image__image" height="400" src="https://media.newyorker.com/photos/5e7cc97fa4c643000873b0cb/master/w_2560%2Cc_limit/200406_r36135.jpg" width="312" /></div>
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<span style="font-family: Verdana, sans-serif;">Dr. Mukherjee had a very interesting interview on CNN a couple of days ago about the COVID-19 virus. His article, <a href="https://www.newyorker.com/magazine/2020/04/06/how-does-the-coronavirus-behave-inside-a-patient">"How Does the Coronavirus Behave Inside a Patient? We’ve counted the viral spread across peoples; now we need to count it within people."</a> was published last week in the New Yorker and will be republished on Monday in the CORONAVIRUS CHRONICLES.</span></div>
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<span style="font-family: Verdana, sans-serif;">I hope you enjoy these presentations as much as I plan to. </span></div>
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Dr Dhttp://www.blogger.com/profile/05774555636055110063noreply@blogger.com0tag:blogger.com,1999:blog-5415306683169000572.post-38624139879763583252020-03-31T06:20:00.000-07:002020-03-31T07:10:30.323-07:00Should we CELEBRATE genetic Ethnicity?<br />
<br />
<span style="font-family: "verdana" , sans-serif;">Over the years I've been one of the biggest critics of those who put great faith of ethnicity predictions based largely on our autosomal DNA test results. Some market research suggests that a majority of millennials who test do so primarily -- if not exclusively -- to get that information. That is why much if not most of the advertising media is aimed at getting the public to scratching this particular itch. You probably recall the dilemma of deciding whether</span><span style="font-family: "verdana" , sans-serif;"> </span><span style="font-family: "verdana" , sans-serif;">lederhosen or a kilt are the </span><span style="font-family: "verdana" , sans-serif;">appropriate attire for the next family reunion.</span><br />
<span style="font-family: "verdana" , sans-serif;"><br /></span>
<span style="font-family: "verdana" , sans-serif;">Those who know me know that I like to wear clothes that have something to say. Recently I was working with Alex Coss of </span><span style="font-family: "verdana" , sans-serif;"><a href="https://celebratedna.com/">Celebrate DNA™</a> to finalize the shirt order we had began discussing a few weeks ago at RootsTech. I have long admired the colorful and clean lines of Alex's designs but I couldn't decide which of the ethnicity estimates I have received from various labs I wanted to feature. I finally decided I wanted to go a slightly different direction and list the biggest chunk of DNA from each of the top 5 companies. In each case the "biggest" chunk identified was from the same general geographical area: "Great Britain, Ireland", "British Isles", "England, Wales","British & Irish" or "English". Alex was very accommodating of my idiosyncrasies. </span><br />
<table align="center" cellpadding="0" cellspacing="0" class="tr-caption-container" style="margin-left: auto; margin-right: auto; text-align: center;"><tbody>
<tr><td style="text-align: center;"><a href="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEib-7eRZcSkg6ucnUdCt8B-mLQxHaBb26SeAzBZzte8efeK75i_u1f3dTbzt5LkSNVPW8RTlLE8eaSajUQ4kLXW0hZ05Sgl5V_inolyOxKvW5377gUdLTd9IzP0iV7EK_XhhRlI4cWjp-mp/s1600/Doc.jpg" imageanchor="1" style="margin-left: auto; margin-right: auto;"><img border="0" data-original-height="1068" data-original-width="1600" height="266" src="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEib-7eRZcSkg6ucnUdCt8B-mLQxHaBb26SeAzBZzte8efeK75i_u1f3dTbzt5LkSNVPW8RTlLE8eaSajUQ4kLXW0hZ05Sgl5V_inolyOxKvW5377gUdLTd9IzP0iV7EK_XhhRlI4cWjp-mp/s400/Doc.jpg" width="400" /></a></td></tr>
<tr><td class="tr-caption" style="text-align: center;">Alex Coss' depiction of my 5 current ethnicity predictions.</td><td class="tr-caption" style="text-align: center;"></td></tr>
</tbody></table>
<span style="font-family: "verdana" , sans-serif;">At first blush these results seem greatly at odds with each other. However, closer examination suggests the results have a basic similarities. Since each company has it's own proprietary algorithm and method of conducting population studies, the bottom three have a certain similarity. One must understand how far back in history each company is trying to measure ancestral migration. 500 years? 5,000 years? 20,000 years? Those who tested several years ago with the National Genographic Project are used to seeing these longer time frames. My Genographic results were a little different than the more current ones above and with good reason. The projected timeline was much longer:</span><br />
<br />
<table align="center" cellpadding="0" cellspacing="0" class="tr-caption-container" style="margin-left: auto; margin-right: auto; text-align: center;"><tbody>
<tr><td style="text-align: center;"><a href="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEjDHziQo7r9Vu9dLoHzZfweuNrczAuOz_-GZQQN_ILGOdPn7Snh7aHl0I8qEVZYGHwXxaodymp06I5Mrm7K6WPezkO96g9WKjNbkraBe2ODnsIIdgXDW4RZwedFgn_LH8ASyj820Whzmlxu/s1600/NG+1a.png" imageanchor="1" style="margin-left: auto; margin-right: auto;"><img border="0" data-original-height="404" data-original-width="959" height="167" src="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEjDHziQo7r9Vu9dLoHzZfweuNrczAuOz_-GZQQN_ILGOdPn7Snh7aHl0I8qEVZYGHwXxaodymp06I5Mrm7K6WPezkO96g9WKjNbkraBe2ODnsIIdgXDW4RZwedFgn_LH8ASyj820Whzmlxu/s400/NG+1a.png" width="400" /></a></td></tr>
<tr><td class="tr-caption" style="text-align: center;"><span style="font-family: "verdana" , sans-serif;">My closest ethnicity prediction by the Genographic project.</span></td></tr>
</tbody></table>
<span style="font-family: "verdana" , sans-serif;"></span><br />
<span style="font-family: "verdana" , sans-serif;"><table align="center" cellpadding="0" cellspacing="0" class="tr-caption-container" style="margin-left: auto; margin-right: auto; text-align: center;"><tbody>
<tr><td style="text-align: center;"><a href="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEiBmlL8mfEsKz-8cG6XIhJkosT3JAIUj5x9rX8WgTMGbQIPs4zl9VvCvYX3FO3gjXx8CafvskHZE4CcX4BtvLn648bklJHK9-hl1pnRILaGpBNzHMx-4ycLXTVQTyfV94aMj09w8rRYaSHo/s1600/NG+2a.png" imageanchor="1" style="margin-left: auto; margin-right: auto;"><img border="0" data-original-height="377" data-original-width="957" height="157" src="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEiBmlL8mfEsKz-8cG6XIhJkosT3JAIUj5x9rX8WgTMGbQIPs4zl9VvCvYX3FO3gjXx8CafvskHZE4CcX4BtvLn648bklJHK9-hl1pnRILaGpBNzHMx-4ycLXTVQTyfV94aMj09w8rRYaSHo/s400/NG+2a.png" width="400" /></a></td></tr>
<tr><td class="tr-caption" style="text-align: center;">My second closest population according to Genographic.</td></tr>
</tbody></table>
</span><br />
<span style="font-family: "verdana" , sans-serif;">But the attention span of most of us does not extend that far back. Those of us who are now North Americans are primarily interested on where our ancestors were living just before they boarded boats to immigrate here. Generally that is only one to four centuries ago. Even over that short timeline, national borders have changed and ancestors have migrated over the decades before they got to their ports of departure.</span><br />
<br />
<span style="font-family: "verdana" , sans-serif;">Fortunately these ethnicity predictions have been getting better as population geneticists learned more and testing companies improved their projection algorithms. Genetic genealogy is still a new and our learning curve is still steep. By the time some of you read this, my shirt may be out-of-date. FTDNA has announced that it will soon be updating its projections. Your can see a sneak preview of what to expect by reading <a href="https://dna-explained.com/2020/02/28/sneak-preview-familytreednas-myorigins-version-3-0/">Roberta Estes' post</a> last month about what we can expect when <i>myOrigins 3.0</i> is rolled out. Fortunately, when this happens we generally do not have to line up and retest. The reports of results from our original tests are just updated to reflect the new and hopefully more accurate predictions. In my case it may not significantly alter the results as shown on my new shirt; but who knows, I may be in for a surprise. </span><br />
<br />
<span style="font-family: "verdana" , sans-serif;">Below is what the shirt Alex created for me looks like. Read it quickly before the data is obsolete! Thanks Alex, I really like the shirt and my wife does too. </span><br />
<table align="center" cellpadding="0" cellspacing="0" class="tr-caption-container" style="margin-left: auto; margin-right: auto; text-align: center;"><tbody>
<tr><td style="text-align: center;"><a href="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEh20uwEB1kbHpK2ADj1Q_T5PZp45TUqulJoeaJ_LFM6BQp0FMtypgG1IotM7q3CbRPacQn9zgWxZSPRBGZcZKcGZ_4xtZwewzhx9HrFAjmh70NvPnmFz98DGJHKXnj4lVrWO-FAXdv-W5jv/s1600/1507-David-Dowell-Helix-Original-Carnival-Template_mockup_Front_Flat-Lifestyle_Heather-Deep-Teal.jpg" imageanchor="1" style="margin-left: auto; margin-right: auto;"><img border="0" data-original-height="1000" data-original-width="1000" height="400" src="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEh20uwEB1kbHpK2ADj1Q_T5PZp45TUqulJoeaJ_LFM6BQp0FMtypgG1IotM7q3CbRPacQn9zgWxZSPRBGZcZKcGZ_4xtZwewzhx9HrFAjmh70NvPnmFz98DGJHKXnj4lVrWO-FAXdv-W5jv/s400/1507-David-Dowell-Helix-Original-Carnival-Template_mockup_Front_Flat-Lifestyle_Heather-Deep-Teal.jpg" width="400" /></a></td></tr>
<tr><td class="tr-caption" style="text-align: center;">My shirt created by <a href="http://celebratedna.com/">Celebrate DNA</a></td></tr>
</tbody></table>
<br />
<br />Dr Dhttp://www.blogger.com/profile/05774555636055110063noreply@blogger.com0tag:blogger.com,1999:blog-5415306683169000572.post-41799895811521014392020-01-27T14:12:00.001-08:002020-01-27T14:14:31.897-08:00Virtual Pass Schedule and FREE Live Streams for RootsTech 2020<span style="font-family: "verdana" , sans-serif;"><br /></span>
<br />
<h3>
<span style="font-family: "verdana" , sans-serif;"><span style="font-size: large;"><b>Live Streaming Sessions</b></span></span></h3>
<span style="font-family: "verdana" , sans-serif;"></span><br />
<span style="font-family: "verdana" , sans-serif;">I hope many of you will be able to join me at #RootsTech in four weeks in Salt Lake City. If you are there I hope we get a chance to meet. If you are not able to work this into your travel schedule, the l<a href="https://www.rootstech.org/salt-lake/live-stream-schedule">ive streaming schedule</a> has now been announced. For four days from Wednesday, February 26 to leap day on Saturday, February 29 you will be able to watch live at least five sessions from where ever else you are. Several of the best programs will be live streamed FREE of charge but you must register to get login information. These will include presentations by recognized experts on a wide variety of genealogical topics. Also celebrity key notes are included:</span><br />
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<a href="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEguF3IQwyQ7YxaD9VkTFBDARfqK8kok37JZN6ZqvJswxNny83iEd-8F4KIHQgxAvsb7b6xS-Sqd1_K0xwHHAO962yMWjCEVCryg8Sg9NYBdwtbLHx4ebrMIwQd2gt53mWgydX9Vh5Qh_IfG/s1600/PS191218-jcb01-Rootstech-2020-KynteSkrCollage.png" imageanchor="1" style="margin-left: 1em; margin-right: 1em;"><img border="0" data-original-height="628" data-original-width="1200" height="167" src="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEguF3IQwyQ7YxaD9VkTFBDARfqK8kok37JZN6ZqvJswxNny83iEd-8F4KIHQgxAvsb7b6xS-Sqd1_K0xwHHAO962yMWjCEVCryg8Sg9NYBdwtbLHx4ebrMIwQd2gt53mWgydX9Vh5Qh_IfG/s320/PS191218-jcb01-Rootstech-2020-KynteSkrCollage.png" width="320" /></a></div>
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<h3>
<span style="font-family: "verdana" , sans-serif;"><b>Virtual Pass Classes </b></span></h3>
<span style="font-family: "verdana" , sans-serif;">Even if you are able to be in Salt Lake City, you may want to multiply your number of learning experiences and your options by purchasing a <a href="https://www.rootstech.org/salt-lake/virtual-pass">Virtual Pass</a>. This will allow us to attend one session live and others from that same time slot at a later time. The 30 sessions covered by this pass will be available for a year after you have been notified they are available. This pass is available for $129 (US) if you are not attending the conference and for only $79 as an add on if you are already registered for RootsTech. A list of the presentations covered by this pass are available on the <a href="https://www.rootstech.org/salt-lake/virtual-pass">Virtual Pass</a> page. </span><br />
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<h4 class="expandable-group__title">
Virtual Pass Classes (Beyond the Free Streaming classes)</h4>
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<b><i>Resources for Tracing Mayflower Ancestors</i></b> – Lindsay Fulton, Donald LeClair, Ginevra Morse
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2020 marks the 400th anniversary of the crossing of the <i>Mayflower.</i>
With an estimated 35 million descendants worldwide, people are curious
to learn if their family has a connection to the Pilgrims. Don't
reinvent the wheel! Learn about published resources, online databases,
and collaborative projects that will make finding your link to the <i>Mayflower</i> easier than ever before. </div>
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<section class="expandable"><div class="expandable__title" data-expanded="false">
<b><i>Accreditation: What, Why, and How</i></b> – Diana Elder, Jenny Hansen, Lisa Stokes
</div>
<div class="expandable__container" data-expanded="false">
<div class="expandable__content">
Have you considered going through the Accreditation
process to earn a professional genealogy credential? What does the
process entail? Why would you want to explore this endeavor? How can you
get started? We’ll satisfy your curiosity in this fast-paced and fun
overview of Accreditation through the International Commission for the
Accreditation of Professional Genealogists (ICAPGen).</div>
</div>
</section><section class="expandable">
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</div>
<div class="expandable__title" data-expanded="false">
<b><i>Challenges of Jewish Research: Names, Dates, Places</i></b> – Janette Silverman
</div>
<div class="expandable__container" data-expanded="false">
<div class="expandable__content">
Jewish genealogical research has unique challenges.
It is often very difficult to determine our Eastern European ancestors’
names because the spelling is inconsistent after immigration. The places
they were born or resided are also recorded in various ways, and
determining where the places were is often elusive. Dates are also often
inconsistent and seem to change from document to document. This
presentation will discuss and describe some of the challenges and
resources that will aid in resolving the inconsistencies. This session
will take a brief look at each of these areas: how to identify the names
of ancestors, how to figure out where they came from, and how to
understand dates. </div>
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</section></blockquote>
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<div class="expandable__title" data-expanded="false">
<b><i>What do you mean the vital record is wrong?</i></b> – Shannon Combs-Bennett
</div>
<div class="expandable__container" data-expanded="false">
<div class="expandable__content">
Records, even official ones, can be wrong. When
evidence raises more questions than answers, an exhaustive search must
be conducted. But how? This lecture will cover how mistakes can be made
in official records and how to use the GPS to create proof narratives
for your records and will conclude in a case study about identifying the
correct paternity of August Jahnke even when no vital record states it.</div>
</div>
</section></blockquote>
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</div>
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</section><section class="expandable">
<div class="expandable__title" data-expanded="false">
<b><i>Essential Tools for the Hobbyist Genealogist</i></b> – Olivia Jewell
</div>
<div class="expandable__container" data-expanded="false">
<div class="expandable__content">
You’ve got the passion, but what about the time? Come
learn the latest tools that can make your family history frequent and
fantastic. In this class you will learn sneaky ways to incorporate
family history into the busy moments of life using your best friend—your
smartphone. Work on family history on the go, at the game, at the
doctor’s office, waiting in line at the airport, or in your few minutes
of sanity at the end of the day. We’ll discuss some great apps and tools
designed for on-the-go family history. </div>
</div>
</section></blockquote>
<blockquote>
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<section class="expandable"><div class="expandable__title" data-expanded="false">
<b><i>Kicking DNA up a Notch to Unmask Unknown Ancestors</i></b> – Roberta Estes
</div>
<div class="expandable__container" data-expanded="false">
<div class="expandable__content">
Confirming known ancestors is great, but are you
ready to kick it up a notch? Learn techniques utilizing various vendor
and third party tools and analysis techniques to suggest previously
unknown ancestors. Make your DNA tell its story and knock down those
pesky brick walls in your tree.</div>
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</section><section class="expandable">
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<section class="expandable"><div class="expandable__title" data-expanded="false">
<b><i>Finding My Story: Adoption and Family History</i> </b>– Amie Tennant Adopted persons sometimes have a difficult time
putting together their personal family history. Though they may know
about their adoption family lines, they may have big gaps in their birth
family lines. Do you long to learn more about your birth family
history? In this lecture, we will first discuss how an adoptee might
prepare mentally to begin their journey of finding their birth family
and history. Next, we will talk about the first steps to finding
information that may include, but is not limited to, petitioning the
courts, DNA testing, and the use of social media to put together the
story of you.</div>
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<div class="expandable__title" data-expanded="false">
<b><i>10 Years Later: 20 Ways RootsTech Changed Our World</i> </b>– D. Joshua Taylor
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<div class="expandable__container" data-expanded="false">
<div class="expandable__content">
As RootsTech celebrates its 10th year, take a look at
the incredible advancements in family history that came about through
the world’s largest family history event. This session will include
comments and notes from professional genealogists, technologists, and
other industry leaders.</div>
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<section class="expandable"><div class="expandable__container" data-expanded="false">
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</section><section class="expandable">
<div class="expandable__title" data-expanded="false">
<b><i>Ancestry Search Tips & Tricks</i></b> – Crista Cowan
</div>
<div class="expandable__container" data-expanded="false">
<div class="expandable__content">
Discover how to make the most of your searches on Ancestry.com from Crista Cowan.</div>
</div>
</section><section class="expandable">
<div class="expandable__title" data-expanded="false">
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</section></blockquote>
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<section class="expandable"><div class="expandable__title" data-expanded="false">
<i><b>Oral History for Beginners: Interviewing Is Key</b></i> – Rachel Trotter, Rhonda Lauritzen
</div>
<div class="expandable__container" data-expanded="false">
<div class="expandable__content">
Asking the right questions is the best way to get
started telling your own story or that of someone you love, but
sometimes it can be the biggest stumbling block. What do you ask? How do
you record it? What do you need to know? This class will go over the
basics of the best interview, recording, and transcription. You will
come away with a skill set to start writing your own stories (because
you have to interview yourself to write your own story) or that of a
loved one. Easy and practical tips will also be shared on the best
recording and transcription methods. We will role-play practical
application of the interview process and what to do if things don’t go
as planned.</div>
</div>
</section><section class="expandable">
<div class="expandable__title" data-expanded="false">
</div>
</section></blockquote>
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<blockquote>
<br />
<br />
<section class="expandable"><div class="expandable__title" data-expanded="false">
<b><i>Report for Duty: Find Stories of Veteran Ancestors</i> </b>– Lindsay Fulton, David Lambert, Melanie McComb
</div>
<div class="expandable__container" data-expanded="false">
<div class="expandable__content">
Throughout American history, brave men and women have
answered the call to serve our country and defend our families. Many of
us can claim these courageous citizens as our ancestors. But how do we
learn more about their service? Finding their stories is a way to
connect with and honor their memory and military service. In this
session NEHGS experts will provide you with the tools, tips, and
strategies for learning about your ancestors who served in the Civil War
(David Allen Lambert), World War I (Lindsay Fulton), and World War II
(Melanie McComb).</div>
</div>
</section></blockquote>
<br />
<blockquote>
<br />
<br />
<section class="expandable"><div class="expandable__container" data-expanded="false">
<div class="expandable__content">
</div>
</div>
</section><section class="expandable">
<div class="expandable__title" data-expanded="false">
<b><i>The Leeds Method: Grouping DNA Matches to Identify Shared Ancestors</i> </b>– Dana Leeds
</div>
<div class="expandable__container" data-expanded="false">
<div class="expandable__content">
Have you taken a DNA test but need help identifying
your DNA matches? Are you frustrated with matches who don’t have trees
or won’t answer your questions? The Leeds Method is a free tool that
requires no previous knowledge of DNA or your DNA matches. It creates
DNA match groups or clusters, with each person in a cluster likely being
descended from a common shared ancestor. This method, which can be done
on a spreadsheet or piece of paper, often creates four clusters
representing four grandparent lines. It can help you work on a specific
line with a specific research question such as an unknown great
grandparent, an unknown biological parent, or a brick wall.</div>
</div>
</section><section class="expandable">
<div class="expandable__title" data-expanded="false">
</div>
</section></blockquote>
<br />
<blockquote>
<br />
<br />
<section class="expandable"><div class="expandable__title" data-expanded="false">
<b><i>Finding Your England Ancestors Online</i></b> – Jana Greenhalgh
</div>
<div class="expandable__container" data-expanded="false">
<div class="expandable__content">
A wealth of records exists to help us research our
families from England, and many records are available online! This
beginning-to-intermediate class will cover basic English research
methods and provide an overview of the valuable records that are most
useful to genealogists. And because it's wonderful and convenient to
research at home, the focus will be on records that are accessible on
the internet.</div>
</div>
</section></blockquote>
<br />
<blockquote>
<br />
<br />
<section class="expandable"><div class="expandable__container" data-expanded="false">
<div class="expandable__content">
</div>
</div>
</section><section class="expandable">
<div class="expandable__title" data-expanded="false">
<i><b>The 2020 Genealogist’s Google Search Methodology</b></i> – Lisa Louise Cooke
</div>
<div class="expandable__container" data-expanded="false">
<div class="expandable__content">
It’s a new decade, so if you think you know how to
Google, think again! Technology moves rapidly, and keeping our search
skills updated and sharp is key to genealogical online research success.
In this session Lisa Louise Cooke, author of the book <i>The Genealogist’s Google Toolbox</i>
lays out her proven Google search methodology updated for 2020. You’ll
learn the process that is guaranteed to dramatically improve your
genealogical searching with Google and its associated tools and get up
to speed on the latest and best search innovations.</div>
</div>
</section></blockquote>
<br />
<blockquote>
<br />
<br />
<section class="expandable"><div class="expandable__container" data-expanded="false">
<div class="expandable__content">
</div>
</div>
</section><section class="expandable">
<div class="expandable__title" data-expanded="false">
<i><b>German Vital Records: Finding the Clues You Need</b></i> – Katherine Schober
</div>
<div class="expandable__container" data-expanded="false">
<div class="expandable__content">
Learn how to discover the wealth of information
German vital records contain—even if you don't speak German! In this
session, we will examine three standard vital record forms (birth,
marriage, death) in detail, teaching you exactly where you can find the
information you so ardently seek: names, parents’ names, occupations,
hometowns, witnesses, and more. We will also discuss the incredible
tools and resources available to make deciphering these specific forms
much easier.</div>
</div>
</section><section class="expandable">
<div class="expandable__title" data-expanded="false">
</div>
</section></blockquote>
<br />
<blockquote>
<br />
<br />
<section class="expandable"><div class="expandable__title" data-expanded="false">
<i><b>British & Irish Research: The Differences</b></i> – Brian Donovan
</div>
<div class="expandable__container" data-expanded="false">
<div class="expandable__content">
Brian will give an overview of the key differences
between researching in Britain and Ireland. Because of administrative
and cultural similarities, there can be an assumption that research is
also similar. However, the differences in records kept and their
survival, coupled with historical and cultural distinctions, make
Ireland a unique challenge to most genealogy enthusiasts. Brian will
touch on the:<br />
<ul>
<li>Key historic differences.</li>
<li>Administrative/geographic divisions.</li>
<li>Destruction of records and what survives.</li>
<li>Census, BMD, and parish registers.</li>
<li>Land ownership and occupation records.</li>
<li>Security records.</li>
<li>Poor Relief records.</li>
<li>And much more, providing a firm foundation to get started.</li>
</ul>
</div>
</div>
</section><section class="expandable">
<div class="expandable__title" data-expanded="false">
<i><b>Gathering the Life Stories of Living Generations</b></i> – Deborah Abbott, Sunny Morton, Jay Newton-Small
</div>
<div class="expandable__container" data-expanded="false">
<div class="expandable__content">
Capturing the memories of living loved ones is a
unique opportunity. It’s not genealogy research and it’s not your
personal history; it’s what lies between. It’s an opportunity to learn
more about your older relatives and also gain access to their living
memories about relatives who have died. But interviewing and recording
these stories can be challenging. There’s a delicate balance between
truth-discovering and managing family relationships. This session will
offer different perspectives on how to capture these life histories and
also different ways you can share them.</div>
</div>
</section></blockquote>
<br />
<blockquote>
<br />
<br />
<section class="expandable"><div class="expandable__container" data-expanded="false">
<div class="expandable__content">
</div>
</div>
</section><section class="expandable">
<div class="expandable__title" data-expanded="false">
<i><b>A 5 Company Comparison of DNA Ethnicity Results </b></i>– Diahan Southard
</div>
<div class="expandable__container" data-expanded="false">
<div class="expandable__content">
In the early days of DNA testing, we were excited to
be able to tell the difference between European and Asian. But advances
in both technology and database size are leading to an unprecedented
level of clarity in our history and origins. Learn a bit about how these
estimates are made and about how each of our five major DNA testing
companies are doing things a little bit differently. Learn which company
can offer the best estimates for different areas of the world and which
company is offering the best tools to utilize your ethnicity results in
your family history research.</div>
</div>
</section></blockquote>
<br />
<blockquote>
<br />
<br />
<section class="expandable"><div class="expandable__container" data-expanded="false">
<div class="expandable__content">
</div>
</div>
</section><section class="expandable">
<div class="expandable__title" data-expanded="false">
<i><b>Any French ancestors? Research them yourself!</b></i> – Muriele Gadaut, Jerome Malhache
</div>
<div class="expandable__container" data-expanded="false">
<div class="expandable__content">
If you have French ancestors, do not panic! Before
calling for help or coming to France, start by working your genealogy at
home. You can do it through associative databases, commercial sites, or
public archives’ portals. In practice you will use all these sources,
but, according to the data you use to start your research, you may find
it more useful to begin using one or the other. It is still necessary to
know that they exist and what they offer. And then, when you have to
dive into the handwritten archives, which can be complicated to read and
understand, you can call a professional genealogist. It’s simple,
effective, and economical.</div>
</div>
</section></blockquote>
<br />
<blockquote>
<br />
<br />
<section class="expandable"><div class="expandable__container" data-expanded="false">
<div class="expandable__content">
</div>
</div>
</section><section class="expandable">
<div class="expandable__title" data-expanded="false">
<i><b>Super Tools: Research Plans and Logs </b></i>– Heather Murphy
</div>
<div class="expandable__container" data-expanded="false">
<div class="expandable__content">
Have you ever sat down to work on family history and
spent too much time trying to remember what you were doing and what
records you had searched? Research plans and logs are some of the best
time-saving and organizational tools in genealogy. Learn how to keep
track of what you want to accomplish and plan the steps to meet your
goals. This presentation will cover many options to stay organized, from
pen and paper to spreadsheets and databases. Not only do plans and logs
save you time, they help you have greater success. Whether you come
back to your research the next day or the next year, you can easily pick
up your project right where you left off.</div>
</div>
</section><section class="expandable">
<div class="expandable__title" data-expanded="false">
</div>
</section></blockquote>
<br />
<blockquote>
<br />
<br />
<section class="expandable"><div class="expandable__title" data-expanded="false">
<i><b>Using the Online Scandinavian Church Records</b></i> – Jenny Hansen
</div>
<div class="expandable__container" data-expanded="false">
<div class="expandable__content">
Did you know that actual research of your Nordic
ancestors can be done on your home computer? Recent record digitization
for Denmark, Norway, and Sweden puts images of the Church records at
your fingertips. See how this new access can change your
life—genealogically speaking, of course!</div>
</div>
</section><section class="expandable">
<div class="expandable__title" data-expanded="false">
</div>
</section></blockquote>
<br />
<blockquote>
<br />
<br />
<section class="expandable"><div class="expandable__title" data-expanded="false">
<i><b>Geography of the British Isles: A Crash Course!</b></i> – Myko Clelland
</div>
<div class="expandable__container" data-expanded="false">
<div class="expandable__content">
Britain can seem confusing. Are your ancestors from
England, Britain, or the UK? How can they be from the British Isles but
have never set foot in England, Wales, Scotland, or Ireland? Why are my
relatives from one county only found in records from another? Questions
like this can make it difficult to know where to look for answers to
genealogy mysteries! Join Myko Clelland, Findmypast’s resident British
genealogist, as we delve deeper into the often confusing Church &
Civil administrative boundaries that have appeared and disappeared
through the ages. We’ll better understand where British records can be
found, how they work, and how to better pick out matches that may not be
all that they seem.</div>
</div>
</section></blockquote>
<br />
<blockquote>
<br />
<br />
<section class="expandable"><div class="expandable__container" data-expanded="false">
<div class="expandable__content">
</div>
</div>
</section><section class="expandable">
<div class="expandable__title" data-expanded="false">
<i><b>Y-DNA Basics for Genealogy & Parentage </b></i>– Gale French
</div>
<div class="expandable__container" data-expanded="false">
<div class="expandable__content">
This presentation teaches the basics of Y-DNA
testing. It covers tools used to assist with the matching process and
what to do if there are surprises. The Y-DNA test offers males a clear
path from you to a known or likely direct paternal ancestor. The course
will also show how women can use the test by recruiting a father,
brother, cousin, or uncle to do the test.</div>
</div>
</section></blockquote>
<br />
<blockquote>
<br />
<br />
<section class="expandable"><div class="expandable__container" data-expanded="false">
<div class="expandable__content">
</div>
</div>
</section><section class="expandable">
<div class="expandable__title" data-expanded="false">
<i><b>The First Documented Africans and Hear Their Story</b></i> – Ric Murphy
</div>
<div class="expandable__container" data-expanded="false">
<div class="expandable__content">
They were captured in Angola and enslaved by the
Portuguese in January 1619. They were intended to be enslaved when they
were to arrive at their designated port of call in Vera Cruz, New Spain.
They were kidnapped a second time on the high seas and brought to the
shores of English North America on August 25, 1619. More than “20 and
Odd” Angolans came as unknown individuals destined to be enslaved but
persevered and ended as wealthy land owners, procurers of English
headrights, respected officers in the colonial government. Now meet for
the first time the first documented Africans in English North America.
Learn their names, remarkable stories, and present-day genealogical
importance.</div>
</div>
</section></blockquote>
<br />
<blockquote>
<br />
<br />
<section class="expandable"><div class="expandable__container" data-expanded="false">
<div class="expandable__content">
</div>
</div>
</section><section class="expandable">
<div class="expandable__title" data-expanded="false">
<i><b>DNA Clusters: Power in Numbers</b></i> – Randy Whited
</div>
<div class="expandable__container" data-expanded="false">
<div class="expandable__content">
While using shared DNA matches has long been a
mainstay of genetic genealogy, new tools and techniques have recently
come to the forefront. From the Leeds method and color coding matches to
automatic clustering applications found in DNA Gedcom or Genetic
Affairs, we can now better work our matches collectively. This has the
power for deeper analysis, to identify patterns and common ancestry, and
to develop new lines of research. Learn how to tackle the overwhelming
number of DNA matches and better target your DNA work.</div>
</div>
</section></blockquote>
<br />
<blockquote>
<br />
<br />
<section class="expandable"><div class="expandable__container" data-expanded="false">
<div class="expandable__content">
</div>
</div>
</section><section class="expandable">
<div class="expandable__title" data-expanded="false">
<i><b>Engaging the Family in Telling Your Family Story</b></i> – Nicole Dyer, Jana Greenhalgh, Olivia Jewell
</div>
<div class="expandable__container" data-expanded="false">
<div class="expandable__content">
Let’s get creative—instead of just telling the
stories ourselves, we’ll explore modern tools that will make it fun to
engage family members of all ages in the process of gathering and
telling your family story. If you’ve felt the nag to get your family
more involved, this is a can’t-miss class. Learn from three busy moms
who know what it means to get family involved.</div>
</div>
</section></blockquote>
<br />
<blockquote>
<br />
<br />
<section class="expandable"><div class="expandable__container" data-expanded="false">
<div class="expandable__content">
</div>
</div>
</section><section class="expandable">
<div class="expandable__title" data-expanded="false">
<i><b>FamilySearch Records: The Most Valuable Collections for your Family History</b></i> – David Ouimette
</div>
<div class="expandable__container" data-expanded="false">
<div class="expandable__content">
Discover the breadth and depth of the record holdings
freely available on FamilySearch.org, including the record collections
of greatest value for your family history. We will explore the
FamilySearch treasure trove and show you how to get the most out of the
records of your ancestors. </div>
</div>
</section></blockquote>
<blockquote>
<br />
<br />
<section class="expandable"><div class="expandable__title" data-expanded="false">
<i><b>Three Next Steps for Your DNA Test </b></i>– Diahan Southard
</div>
<div class="expandable__container" data-expanded="false">
<div class="expandable__content">
Autosomal DNA is a flexible, information-rich test
that has most people left wondering what the next steps should be. While
everyone’s genealogical brick wall may be different, the steps to
utilizing DNA successfully are the same. We start with what we know, we
gather new information, and then we do genealogy. Lots and lots of
genealogy! Come to this class with your questions and leave inspired and
confident that you can use DNA to find the answers.</div>
</div>
</section></blockquote>
<blockquote>
<br />
<br />
<section class="expandable"><div class="expandable__title" data-expanded="false">
<i><b>Not in the Census? Try again!</b> </i>– Drew Smith
</div>
<div class="expandable__container" data-expanded="false">
<div class="expandable__content">
Not everyone recorded in a census is easy to find on
first inspection. In this session, attendees will learn tips and
techniques to locating those ancestors who require additional effort.
The session will cover a quick bit of U.S., UK, and Canadian census
history; the idea that some individuals were counted two or more times
in the same census, or sometimes entirely missed; and the pitfalls of
enumeration, transcription, and indexing. Attendees will learn some
clever searching techniques beyond the obvious methods, how to find
individuals who are not where they are expected to be, and how to use
browsing instead of searching for the tough situations.</div>
</div>
</section></blockquote>
<br />
<br />
<section class="expandable">
<blockquote>
<div class="expandable__title" data-expanded="false">
<b><i>Locating Your Immigrant’s Hometown</i></b> – Debbie GurtlerStruggling to trace your ancestor to their homeland?
Learn about a myriad of U.S. sources that may contain that treasured
piece of information—the name of your ancestor’s hometown. Learn record
types you might find when you get there and how to find help once you
get there.</div>
</blockquote>
<div class="expandable__container" data-expanded="false">
<div class="expandable__content">
</div>
</div>
</section><br />
<br />
<br />
<section class="expandable-group" id="Learn+More"><section class="expandable"><div class="expandable__container" data-expanded="false">
<div class="expandable__content">
</div>
</div>
</section>
</section>
Dr Dhttp://www.blogger.com/profile/05774555636055110063noreply@blogger.com0tag:blogger.com,1999:blog-5415306683169000572.post-16681647482137224182020-01-14T06:14:00.000-08:002020-01-14T06:14:31.091-08:00Genetic Genealogy identifies parent of fetus?<br />
<span style="font-family: Verdana, sans-serif;">If you are looking for a medical science fiction thriller, <i>Genesis</i> may be of interest. This would be particularly true if you are a fan of Robin Cook from reading some of his earlier thirty or so medical crime novels. Published last month <i>Genesis</i> can stretch your mind a bit about the potential of genetic genealogy to solve crimes and not just cold crimes.</span><br />
<div class="separator" style="clear: both; text-align: center;">
</div>
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<a href="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEgwF34-SPFEAeiLg9tCpo_JsRcD9RcFgn-GkawvUP3jQup-b3z8c0TkpA2ZsmBM8y3MB55vD1u9_Sm5dbua902grsdMxuBS0XRdi4tROSjz1W42gdmQeJLk4CscdDm1b3iUcEbwTLvpo1mE/s1600/Genesis.jpg" imageanchor="1" style="margin-left: 1em; margin-right: 1em;"><img border="0" data-original-height="218" data-original-width="144" height="320" src="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEgwF34-SPFEAeiLg9tCpo_JsRcD9RcFgn-GkawvUP3jQup-b3z8c0TkpA2ZsmBM8y3MB55vD1u9_Sm5dbua902grsdMxuBS0XRdi4tROSjz1W42gdmQeJLk4CscdDm1b3iUcEbwTLvpo1mE/s320/Genesis.jpg" width="211" /></a></div>
<br />
<span style="font-family: Verdana, sans-serif;">If you are not familiar with Cook's genre, he takes an emerging technology and fictionalizes its use or abuse when applied to medical practice. For example about five years ago he wrote <i>Cell</i> about using cell phones to advance personalized health care. </span><br />
<span style="font-family: Verdana, sans-serif;"><br /></span>
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<a href="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEhh5ltLMxcFgJ44CZvraeV5CHEUIuK1tp-qvvbUT3PFXnELndwzJXlnOKlsJq7S-YzJAYu9VBqdkJ0Z1uE_fEFb1b1lS1ezmZPvLma5jZrP-B-Qcojymu5fbXO7M3nSug-2GF_jFmLkJlEO/s1600/Bettinger+Guide.jpg" imageanchor="1" style="margin-left: 1em; margin-right: 1em;"><img border="0" data-original-height="218" data-original-width="167" height="320" src="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEhh5ltLMxcFgJ44CZvraeV5CHEUIuK1tp-qvvbUT3PFXnELndwzJXlnOKlsJq7S-YzJAYu9VBqdkJ0Z1uE_fEFb1b1lS1ezmZPvLma5jZrP-B-Qcojymu5fbXO7M3nSug-2GF_jFmLkJlEO/s320/Bettinger+Guide.jpg" width="245" /></a></div>
<span style="font-family: Verdana, sans-serif;"><br /></span>
<span style="font-family: Verdana, sans-serif;">In <i>Genesis</i> his protagonist is a brilliant but antisocial pathology resident who stumbles into genetic genealogy as she tries to identify a killer who has attempted to cover his tracks by masking them as fentanyl laced opioid overdoses. Armed only with Blaine Bettinger's <i>The Family Tree Guide to DNA Testing and Genealogy</i> and Tamar Weinberg's <i>The Adoptee's Guide to DNA Testing: How to Use Genetic Genealogy to Discover Your Long-Lost Family </i>she steamrolls in search of her killer who may be the father of a 10 week old fetus discovered during the autopsy of his mother.<i><br /></i></span><br />
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<a href="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEi55v_wLgEors491UWaQEutdfkmOjLoT7jCeUOsDJd7OaXItxRruzB8MCAqUU6LFuSQ3wpAPLPA7vRHWRnyoEbqcntjzFdPujha_Utk6zOIKaAEQTccJunQ1NdIhNOAoVw8bA8dYHopzq64/s1600/Tamar.jpg" imageanchor="1" style="margin-left: 1em; margin-right: 1em;"><img border="0" data-original-height="450" data-original-width="345" height="320" src="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEi55v_wLgEors491UWaQEutdfkmOjLoT7jCeUOsDJd7OaXItxRruzB8MCAqUU6LFuSQ3wpAPLPA7vRHWRnyoEbqcntjzFdPujha_Utk6zOIKaAEQTccJunQ1NdIhNOAoVw8bA8dYHopzq64/s320/Tamar.jpg" width="245" /></a></div>
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<span style="font-family: Verdana, sans-serif;"><br /></span>
<span style="font-family: Verdana, sans-serif;">From Cook's epilogue:</span><br />
<br />
<blockquote class="tr_bq">
<span style="font-family: Verdana, sans-serif;"><div class="MsoNormal">
“Let’s look on the bright side,” he said.”</div>
<div class="MsoNormal">
“I’m having trouble seeing the bright side,” Laurie said.</div>
<div class="MsoNormal">
“It seems that you and Aria Nichols have added genetic
genealogy to the forensic grab bag of tricks to make it possible to construct a
perpetrator’s genome. If that’s not a bright side, I don’t know what is.”</div>
</span></blockquote>
<span style="font-family: Verdana, sans-serif;"><span style="font-family: Verdana, sans-serif;">That's enough of a spoiler.</span></span><br />
<br />
<span style="font-family: Verdana, sans-serif;"> </span>Dr Dhttp://www.blogger.com/profile/05774555636055110063noreply@blogger.com0tag:blogger.com,1999:blog-5415306683169000572.post-66357040003473977202019-11-13T11:54:00.000-08:002019-11-13T11:54:01.316-08:00RootsTech 2020 Scholarship Winner<br />
<span style="color: #1f497d; font-family: "Calibri","sans-serif"; font-size: 18.0pt; mso-ansi-language: EN-US; mso-bidi-language: AR-SA; mso-fareast-font-family: "Times New Roman"; mso-fareast-language: EN-US;">I am pleased that there were 18 readers who applied for the free 4-day pass scholarship to attend the 10th Anniversary RootsTech Conference in Salt Lake City. The pass has a face value of $299. The lucky winner in the drawing was Roger Moffat. Congratulations Roger!</span><br />
<span style="color: #1f497d; font-family: "Calibri","sans-serif"; font-size: 18.0pt; mso-ansi-language: EN-US; mso-bidi-language: AR-SA; mso-fareast-font-family: "Times New Roman"; mso-fareast-language: EN-US;"></span><br />
<span style="color: #1f497d; font-family: "Calibri","sans-serif"; font-size: 18.0pt; mso-ansi-language: EN-US; mso-bidi-language: AR-SA; mso-fareast-font-family: "Times New Roman"; mso-fareast-language: EN-US;">I hope to have the opportunity to meet Roger and many of the rest of you at the Conference February 26-29. </span><br />
<span style="color: #1f497d; font-family: "Calibri","sans-serif"; font-size: 18.0pt; mso-ansi-language: EN-US; mso-bidi-language: AR-SA; mso-fareast-font-family: "Times New Roman"; mso-fareast-language: EN-US;"><br /></span>
<span style="color: #1f497d; font-family: "Calibri","sans-serif"; font-size: 18.0pt; mso-ansi-language: EN-US; mso-bidi-language: AR-SA; mso-fareast-font-family: "Times New Roman"; mso-fareast-language: EN-US;"><br /></span>Dr Dhttp://www.blogger.com/profile/05774555636055110063noreply@blogger.com0tag:blogger.com,1999:blog-5415306683169000572.post-84537861257652792642019-10-05T06:49:00.000-07:002019-10-05T06:49:30.789-07:00Win Scholarship for RootsTech 2020<span style="font-family: Verdana, sans-serif;"><br /></span>
<span style="font-family: Verdana, sans-serif;">You can have a chance to win a scholarship to help you attend RootsTech 2020 in Salt Lake City next February. The conference is the largest genealogical conference in the world. In 2018 more than 27,000 people from all 50 U.S. states and 47 different countries made the trek to Salt Lake City for this event and additional tens of thousands experienced parts</span><span style="font-family: Verdana, sans-serif;"> of the event remotely. Later this month the first spin-off, RootsTech London 2019, will be held October 24-26. </span><br />
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<span style="font-family: Verdana, sans-serif;">The 10th annual event to be held February 26-29, 2020, in Salt Lake City continues its focus on the marriage of technology to family history research. It includes a variety of learning experiences which organizers describe:</span><br />
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<b>What Is RootsTech?</b><br />At RootsTech, we believe in the power of family—and discovering your family story has never been easier! RootsTech is a 4-day event held annually in Salt Lake City, Utah, dedicated to celebrating family and discovering family histories. With over 300 breakout sessions, an exciting lineup of celebrity speakers, and a gigantic expo hall, we’ve got something we’re sure you’ll love.</blockquote>
<span style="font-family: Verdana, sans-serif;">As a RootsTech Ambassador I have been authorized to offer one lucky reader a free all access 4 day registration to this event. This pass has a retail value of $299 although now for a limited time early registrations are available for $189. Included with this complimentary pass are:</span><br />
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<span style="font-family: Verdana, sans-serif;"><b>Over 300 classes; Keynote / General sessions; Expo Hall and Special Evening events. </b>It does NOT include any paid lunches or paid labs or workshops.</span></blockquote>
<span style="font-family: Verdana, sans-serif;">The winner of this pass will be drawn from readers of this blog who have completed the following minimal requirements by November 4th, 2019 at midnight US Central time in an email with "RootsTech Scholarship" in the subject box and addressed to (infodoc at ddowell.com):</span><br />
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<li><span style="font-family: Verdana, sans-serif;">Your statement that if you win you will be able to attend the Salt Lake City event; and</span></li>
<li><span style="font-family: Verdana, sans-serif;">One important learning objective for you during the conference. </span></li>
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<span style="font-family: Verdana, sans-serif;">In case you are having trouble with ideas for your learning objective you might want to review <a href="http://blog.ddowell.com/2018/11/6-myopic-genealogists-at-rootstech.html">this post</a> from my archives.</span></div>
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<span style="font-family: Verdana, sans-serif;">My own most rewarding experience during RootsTech 2019 occurred </span><span style="font-family: Verdana, sans-serif;">in the Family History Library </span><span style="font-family: Verdana, sans-serif;">just up the street from the Salt Palace convention center. Del Chausse, a former faculty colleague of mine from my California days always meets me for a week in Salt Lake City surrounding this event. We spend any free time in library research and fellowship with other attendees. Last year during my "free time" in the library, I was able to break through a brick wall that had frustrated me for about a quarter of a century. I found the christening record for my wife's favorite grandmother. We knew that the ship records said she was from Prussia when her mother brought her as a toddler to Chicago in 1891. We were </span><span style="font-family: Verdana, sans-serif;">stymied in all our attempts to identify her village of origin. Martha had given us a false clue that both she and her parents were born in Leipzig. That turned out to be only about 500 kilometers off target. Apparently a couple of older family members knew something when they told me in confidence that Martha always lied about where she was from because she didn't want anyone to think she was Polish. Since that breakthrough last February. We have been able to extend both her paternal and maternal lines back at least two or three generations. But this is a tale for another day.</span></div>
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<span style="font-family: Verdana, sans-serif;">What is your learning objective during RootsTech 2020? You only need to list one to enter the drawing for a free registration pass. I look forward to hearing from you and seeing you in Salt Lake City.</span></div>
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Dr Dhttp://www.blogger.com/profile/05774555636055110063noreply@blogger.com0tag:blogger.com,1999:blog-5415306683169000572.post-87581196952827971712019-04-01T16:42:00.002-07:002019-04-01T17:18:53.537-07:00DNA Learning Opportunities In Burbank<br />
<span style="font-family: "verdana" , sans-serif;">Back in 2013 the International Society of Genetic Genealogists (ISOGG) worked with the Southern California Genealogical Society (SCGS) to append a special pre-Jamboree DNA Thursday leading into the usual pattern of Genealogy Jamboree. This allowed a forum for DNA topics which had not generally been covered within the traditional Jamboree series of program topics. This has now become an annual tradition. At the same time DNA related programs have been included within the Friday through Sunday programing. This year there are at least a dozen DNA related programs offerings during the main Jamboree weekend schedule. THESE ARE IN ADDITION TO THE SPECIAL DNA THURSDAY TOPICS! </span><br />
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<span style="font-family: "verdana" , sans-serif;"> </span><a href="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEjJlXVUV4tRvx1ULggepJ0rQY3brxBlh3IR8WdYr9WizvSe_VDapvaiAvoYzAa5mdZTtJ6QbAXT2G2XG3yN_sEnNZjA_BqcEtgqFym37BJCMGsOTV1CfzQjKQynJqAQZwJ4iLwO_lXPMTZT/s1600/0078-jam19poster-m1.jpg" imageanchor="1" style="margin-left: 1em; margin-right: 1em;"><img border="0" data-original-height="1000" data-original-width="720" height="320" src="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEjJlXVUV4tRvx1ULggepJ0rQY3brxBlh3IR8WdYr9WizvSe_VDapvaiAvoYzAa5mdZTtJ6QbAXT2G2XG3yN_sEnNZjA_BqcEtgqFym37BJCMGsOTV1CfzQjKQynJqAQZwJ4iLwO_lXPMTZT/s320/0078-jam19poster-m1.jpg" width="230" /></a></div>
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<span style="font-family: "verdana" , sans-serif;">Writing in the Jamboree blog, Megan Lee lists the weekend DNA dozen. You can check out her full post by clicking <b><a href="https://genealogyjamboree.blogspot.com/2019/03/sneak-peek-dna-research-at-jamboree-2019.html"><i>here</i></a></b>. The 12 programs she features are these:</span><br />
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<span style="font-family: "verdana" , sans-serif;"><span style="font-size: medium;"><b>DNA Presentations during the Jamboree 50th Birthday Bash:</b></span></span>
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<li><span style="font-family: "verdana" , sans-serif;"><span style="font-size: medium;"><a href="http://genealogyjamboree.com/presentation-detail/1315/" target="_blank">The ABC's of Y-DNA</a></span></span></li>
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<li><span style="font-family: "verdana" , sans-serif;"><span style="font-size: medium;"><a href="http://genealogyjamboree.com/presentation-detail/1254/" target="_blank">Can Y-DNA Tell Us Where Billy Boy Has Been?</a></span></span></li>
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<li><span style="font-family: "verdana" , sans-serif;"><span style="font-size: medium;"><a href="http://genealogyjamboree.com/presentation-detail/1414/" target="_blank">Discover Your Roots: Introduction to Using DNA for Searching or To Be Found</a></span></span></li>
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<li><span style="font-family: "verdana" , sans-serif;"><span style="font-size: medium;"><a href="http://genealogyjamboree.com/presentation-detail/1079/" target="_blank">DNA and Digitalization in Irish Genealogy</a></span></span></li>
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<li><span style="font-family: "verdana" , sans-serif;"><span style="font-size: medium;"><a href="http://genealogyjamboree.com/presentation-detail/1408/" target="_blank">DNA Testing and Native American Ancestry</a></span></span></li>
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<li><span style="font-family: "verdana" , sans-serif;"><a href="http://genealogyjamboree.com/presentation-detail/930/" target="_blank"><span style="font-size: medium;">Does Using GEDmatch to Solve Cold Cases Jeopardize Our </span><span style="font-size: medium;">Genetic Privacy?</span></a></span></li>
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<li><span style="font-family: "verdana" , sans-serif;"><span style="font-size: medium;"><a href="http://genealogyjamboree.com/presentation-detail/962/" target="_blank">Introduction to GEDmatch</a></span></span></li>
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<li><span style="font-family: "verdana" , sans-serif;"><span style="font-size: medium;"><a href="http://genealogyjamboree.com/presentation-detail/1268/" target="_blank">Making the Most of your DNA Matches with Living DNA</a></span></span></li>
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<li><span style="font-family: "verdana" , sans-serif;"><span style="font-size: medium;"><a href="http://genealogyjamboree.com/presentation-detail/721/" target="_blank">Meet the DNA Experts</a></span></span></li>
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<li><span style="font-family: "verdana" , sans-serif;"><span style="font-size: medium;"><a href="http://genealogyjamboree.com/presentation-detail/1270/" target="_blank">The Power of DNA, records and Family Trees Combined Together</a></span></span></li>
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<li><span style="font-family: "verdana" , sans-serif;"><span style="font-size: medium;"><a href="http://genealogyjamboree.com/presentation-detail/735/" target="_blank">Privacy, DNA, and Genealogy: Handling The Double-Edged Sword</a></span></span></li>
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<li><span style="font-family: "verdana" , sans-serif;"><span style="font-size: medium;"><a href="http://genealogyjamboree.com/presentation-detail/1147/" target="_blank">Recording Health In Family Research</a></span></span></li>
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<span style="font-family: "verdana" , sans-serif;"><span style="font-size: medium;">On early Sunday morning, I will be presenting: </span></span><span style="font-family: "verdana" , sans-serif;"><a href="http://genealogyjamboree.com/presentation-detail/930/" target="_blank"><span style="font-size: medium;">"Does Using GEDmatch to Solve Cold Case Jeopardize Our </span><span style="font-size: medium;">Genetic Privacy?"</span></a></span></div>
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<span style="font-family: "verdana" , sans-serif;"><span style="font-size: medium;">I will also be part of the late Friday afternoon panel "</span></span><span style="font-family: "verdana" , sans-serif;"><span style="font-size: medium;"><span style="font-family: "verdana" , sans-serif;"><span style="font-size: medium;"><a href="http://genealogyjamboree.com/presentation-detail/721/" target="_blank">Meet the DNA Experts"</a>. </span></span></span></span><span style="font-family: "verdana" , sans-serif;"><span style="font-size: medium;"><span style="font-family: "verdana" , sans-serif;"><span style="font-size: medium;"><span style="font-family: "verdana" , sans-serif;"><span style="font-size: medium;"><span style="font-family: "verdana" , sans-serif;"><span style="font-size: medium;">Attendees at these two events must be registered for Jamboree. </span></span></span></span></span></span></span></span><br />
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<span style="font-family: "verdana" , sans-serif;"><span style="font-size: medium;"><span style="font-family: "verdana" , sans-serif;"><span style="font-size: medium;"><span style="font-family: "verdana" , sans-serif;"><span style="font-size: medium;"><span style="font-family: "verdana" , sans-serif;"><span style="font-size: medium;">If a registration fee is too rich for your budget, on Friday morning from 10:30 to 12:00, I will be one of the table hosts for the 12 JamboFREE World Round Table DNA sessions:</span></span></span></span></span></span></span></span><br />
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<a href="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEib1LKCgVmuIbIkZd-SZ3RigMm7TgPQ49xDyZqxxkobwh7RRzr-QB__Y3Bz3BmDHVBbwD42MoeOslvmginfbAejkm_XXyGtUE_wUm27T_Z5TwueU10FEjxbg71gqjNN-juY-qaQy4Q_iGF6/s1600/0079-jambofree19-m1.jpg" imageanchor="1" style="margin-left: 1em; margin-right: 1em;"><img border="0" data-original-height="1000" data-original-width="720" height="320" src="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEib1LKCgVmuIbIkZd-SZ3RigMm7TgPQ49xDyZqxxkobwh7RRzr-QB__Y3Bz3BmDHVBbwD42MoeOslvmginfbAejkm_XXyGtUE_wUm27T_Z5TwueU10FEjxbg71gqjNN-juY-qaQy4Q_iGF6/s320/0079-jambofree19-m1.jpg" width="230" /></a></div>
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<b>DNA World Roundtables</b><br />
Free! A unique opportunity to talk to an expert and learn from fellow
attendees. Twelve current topics in DNA; twelve tables with a table host
and 9 participants; ask questions, seek answers and discuss. Get help
on topics such as: Beginning to Intermediate DNA Tools; Build Your
Pedigree with the Help of Autosomal DNA; DNA Testing with Emphasis on VA
and the Carolinas (including descendants of slaves and slave owners);
Follow your Male Line with Y-DNA (emphasis on the I Haplogroup); Genetic
Genealogy for Beginners; How to order a Test for Paternal and Maternal
Ancestry; Introduction to Genetic Genealogy for African Americans;
Introduction to DNA Painter for your Autosomal Tests; Solving Unknown
Parentage; Welcome to DNA - What Help Do You Need?; Which DNA Test is
Best to Meet Your Needs? Beg., Int., Adv.</blockquote>
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<span style="font-family: "verdana" , sans-serif;"><span style="font-size: medium;"><span style="font-family: "verdana" , sans-serif;"><span style="font-size: medium;">I'd be pleased to meet you at any of these three programs. </span></span></span></span><br />
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<span style="font-family: "verdana" , sans-serif;"><span style="font-size: medium;"><span style="font-family: "verdana" , sans-serif;"><span style="font-size: medium;">While the above sessions are going on, there will be more traditional genealogical research programs from which you can chose. </span></span></span></span><br />
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<a href="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEhAQy_Zg-xxiQ109wUg5alOlmvTnL5MeOVQEytHHafY1D2-g1yMNWx5DjdvMWCnPRFHUW9ZtboekcwlC0i29hJ8PYumo83uM5_gjtIHMqBIztiFxU_ZesCyJHD4DrGZRTIkhuLOKZRVdMi2/s1600/0073-gengen19-m1.jpg" imageanchor="1" style="margin-left: 1em; margin-right: 1em;"><img border="0" data-original-height="1000" data-original-width="721" height="320" src="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEhAQy_Zg-xxiQ109wUg5alOlmvTnL5MeOVQEytHHafY1D2-g1yMNWx5DjdvMWCnPRFHUW9ZtboekcwlC0i29hJ8PYumo83uM5_gjtIHMqBIztiFxU_ZesCyJHD4DrGZRTIkhuLOKZRVdMi2/s320/0073-gengen19-m1.jpg" width="230" /></a></div>
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<span style="font-family: "verdana" , sans-serif;"><span style="font-size: medium;"><span style="font-family: "verdana" , sans-serif;"><span style="font-size: medium;"><span style="font-family: "verdana" , sans-serif;"><span style="font-size: medium;"><span style="font-family: "verdana" , sans-serif;"><span style="font-size: medium;"><span style="font-size: small;">F<span style="font-family: "verdana" , sans-serif;">or those of you seeking a total immersion in DNA, Thursday is planned with you in mind. This is a separate registration from that for the main Jamboree:</span></span></span></span></span></span></span></span></span></span></div>
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<h1>
<span style="font-size: large;">Genetic Genealogy 2019 - Thursday, May</span> <span style="font-size: large;">30</span></h1>
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<li>World-class Full-Day Conference</li>
<li>Get in on the Latest Discoveries</li>
<li>25 Classes and 18 Speakers</li>
<li>For <i>All</i> Levels of Experience</li>
<li>Can attend any session when you pay for the entire conference (no session reservations required)</li>
</ul>
</blockquote>
<span style="font-family: "verdana" , sans-serif;"><span style="font-size: small;">A detailed list of these </span><span style="font-size: small;">activities may be found <a href="http://genealogyjamboree.com/genetic-genealogy-2019/"><b>here</b></a>. Onward to Burbank!</span></span></div>
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Dr Dhttp://www.blogger.com/profile/05774555636055110063noreply@blogger.com0tag:blogger.com,1999:blog-5415306683169000572.post-78166732727913044142019-02-21T09:14:00.000-08:002019-04-01T17:21:20.073-07:00Chicken Little or Pogo?<br />
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<span style="font-family: "verdana" , sans-serif;">Are you a disciple of Chicken Little or of Pogo?</span><br />
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<span style="font-family: "verdana" , sans-serif;">Most of you will recall that Chicken Little, based on very little evidence, ran to warn her neighbors that the sky was falling. </span><br />
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<a href="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEj0H5sDfSmh_0VKnfAaW77ywsg1IOOIGh8YRI2qbyB4RxYbX0S6q1D5OeqJZwC5oNk21QKfQULzAtNo5p57z9s1Fd7iAhJGoNh8PESlam-AfuWtbwYrIhhNtYPymhuBgsHS5Du8rhMgIHZD/s1600/Chicken_Little_1_2.png" imageanchor="1" style="margin-left: 1em; margin-right: 1em;"><img border="0" data-original-height="805" data-original-width="1024" height="313" src="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEj0H5sDfSmh_0VKnfAaW77ywsg1IOOIGh8YRI2qbyB4RxYbX0S6q1D5OeqJZwC5oNk21QKfQULzAtNo5p57z9s1Fd7iAhJGoNh8PESlam-AfuWtbwYrIhhNtYPymhuBgsHS5Du8rhMgIHZD/s400/Chicken_Little_1_2.png" width="400" /></a></div>
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<span style="font-family: "verdana" , sans-serif;">This fable does not end well for most of her community who heeded her warning. </span><span style="font-family: "verdana" , sans-serif;"><span style="font-family: "verdana" , sans-serif;">In the 1823 Danish version (Thiele), we are told t</span>he fox, "Raev Skraev runs with them into the wood and eats them one by one." (<a href="https://en.wikipedia.org/wiki/Henny_Penny">Wikipedia</a>)</span><br />
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<span style="font-family: "verdana" , sans-serif;">I hope members of the genetic genealogy community are not becoming disciples of Chicken Little every time we hear the term law enforcement and genealogy DNA databases in the same sentence. The issues involved are far more complex than that -- both legally and ethically. Not all of us will arrive at the same answers on such nuanced issues but we can have a very destructive effect on our entire community by sounding off in a manner that risks throwing out our cherished baby because of some allegedly suspicious bath water.</span><br />
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<b><span style="font-family: "verdana" , sans-serif;">Pogo</span></b><br />
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<span style="font-family: "verdana" , sans-serif;">In the current debate about the use of genealogical databases by law enforcement, it seems to me that many genetic genealogists are our own worst enemies. We don't want to share our toys. We posit everything as an us versus them dilemma. But, is it really? </span><span style="font-family: "verdana" , sans-serif;">Walt Kelley in his 1971 Earth Day, comic strip had Pogo famously pointing out, "Yes son, we have met the enemy and he is us." (<a href="https://en.wikipedia.org/wiki/Pogo_(comic_strip)">Wikipedia</a>) </span><br />
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<span style="font-family: "verdana" , sans-serif;">Are our own sometimes inflammatory and oft repeated comments scaring potential testers away? Those of us who have been part of this community for more than a decade will recall we have always had individuals who were reluctant to test. Some have flat out refused to test because of concerns that "they" would get my DNA on file. This concern did not emerge for the first time when DeAngelo was arrested as a suspect in the Golden State Killer cases. It will continue to exist far into the future. </span><br />
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<span style="font-family: "verdana" , sans-serif;">Should I test? Should I urge others to test/not test? This is NOT a question for which one universal answer best serves the needs for each and everyone of us all the time and in all situations.</span><br />
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<span style="font-family: "verdana" , sans-serif;"><b>Why do we test DNA?</b> </span><br />
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<span style="font-family: "verdana" , sans-serif;">Although there are may variations, most of us consider testing because we or someone we know has a curiosity about one of the three following questions.</span><br />
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<span style="font-family: "verdana" , sans-serif;">1. From where did my ancestors come? Market research suggests that more half of millennials who test do so for this reason. With this knowledge advertisements on TV target the need to know one's ethnicity. For example, then one would know whether to wear a kilt or lederhosen to the next family gathering.</span><br />
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<span style="font-family: "verdana" , sans-serif;">2. Can knowledge of the information in my genes inform me about health risks for me and/or for my descendants?</span><br />
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<span style="font-family: "verdana" , sans-serif;">Both questions 1 and 2 can be explored without direct one-one comparison of DNA test results. The DNA of the person being tested is being compared only against an aggregate of large groups of other test takers. Results can be received without exposing the test taker to the eyes of other individual takers.</span><br />
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<span style="font-family: "verdana" , sans-serif;">3. Would you like to <b>connect</b> with others who share parts of your genetic heritage? This is true genetic genealogy. True genetic genealogy is a <b>contact</b> sport. The entire purpose is to contact others for the purpose of filling in gaps in our family trees.</span><br />
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<br />
<span style="font-family: "verdana" , sans-serif;"><b>Information seeking vs Privacy?</b></span><br />
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<span style="font-family: "verdana" , sans-serif;">It's more complicated than that. In the interest of full disclosure, I was dealing with these issues long before DNA testing came on the scene. Half a century ago I was a criminal investigator in the United States Air Force for 4 years during the Vietnam War. During that time I came in contact with colleagues at all levels of law enforcement -- local, state and federal. Most of them were dedicated to keeping our communities safe and respecting the rights of all -- guilty or innocent. As with any group there were a few exceptions.</span><br />
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<span style="font-family: "verdana" , sans-serif;">Since then I have spent 35 years as an academic librarian. My ethic as a librarian was to protect the right of individuals to inquire about any topic about which they were curious and to do so in a manner that protected the privacy of the inquirer. During that time I chaired the Professional Ethics Committee of the American Library Committee.</span><br />
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<span style="font-family: "verdana" , sans-serif;">I later created and taught a credit college course called <i>Ethics in the Information Age. </i>It was within the context of that course that I developed the first version the following cartoon to reflect the complex nature of this ethical dilemma of trying to find the right balance between technological possibilities and human values:</span><br />
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<table align="center" cellpadding="0" cellspacing="0" class="tr-caption-container" style="margin-left: auto; margin-right: auto; text-align: center;"><tbody>
<tr><td style="text-align: center;"><a href="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEhR9Q-EnHL2W0jN_Q9Ft0hABrY-NE4b9yCKj-QWOmy6esrF0aM7Xd7dYRusYnca__biSVxQ5gJLIGVItuw9Mvcp04idykEYdGCHvidKxsv-2qk5Y1C67RvQ8gG3cNnUxHUBZPIg2sKma2XV/s1600/Figure+4++++++The+RIGHT+thing+to+do%25E2%2580%259D+shifts+as+emphasis+is+moved+from+one+%25E2%2580%259CRight%25E2%2580%259D+to+another.jpg" imageanchor="1" style="margin-left: auto; margin-right: auto;"><img border="0" data-original-height="716" data-original-width="901" height="317" src="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEhR9Q-EnHL2W0jN_Q9Ft0hABrY-NE4b9yCKj-QWOmy6esrF0aM7Xd7dYRusYnca__biSVxQ5gJLIGVItuw9Mvcp04idykEYdGCHvidKxsv-2qk5Y1C67RvQ8gG3cNnUxHUBZPIg2sKma2XV/s400/Figure+4++++++The+RIGHT+thing+to+do%25E2%2580%259D+shifts+as+emphasis+is+moved+from+one+%25E2%2580%259CRight%25E2%2580%259D+to+another.jpg" width="400" /></a></td></tr>
<tr><td class="tr-caption" style="text-align: center;">The "RIGHT thing to do" shifts as emphasis is placed on different Rights!</td></tr>
</tbody></table>
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<span style="font-family: "verdana" , sans-serif;">Initially the bottom arrow in my cartoon was focused on the need to protect children from certain information -- particularly on the Internet. After 9/11 and the <i>Patriot Act, </i>the focus shifted to National Security. More recently I have localized this to group or community security. </span></div>
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<span style="font-family: "verdana" , sans-serif;">In exploring these issues there is not a "one size fits all" ethical answer. As </span><a href="http://blog.ddowell.com/2019/01/is-gedmatch-ok.html" style="font-family: Verdana, sans-serif;">I blogged recently,</a></div>
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<b><span style="color: red; font-family: "calibri" , "sans-serif"; font-size: 20pt;">There is no universal answer that is “RIGHT” for all of us in all situations for all time.</span></b></div>
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<span style="font-family: "verdana" , sans-serif;">In <a href="http://blog.ddowell.com/2019/01/is-gedmatch-ok.html">that same post</a> I summarized the little public opinion information we have available to date. In <a href="https://journals.plos.org/plosbiology/article?id=10.1371/journal.pbio.2006906">research published in the respected journal <i>Science</i></a>, it appears that as many as 91% of the US general public may be in favor of allowing law enforcement to use genetic genealogy databases to investigate violent crimes and locate missing persons. This positive approval rate drops considerably when there is other motivation.</span></div>
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<span style="font-family: "verdana" , sans-serif;">Perhaps some among us are more likely to play Chicken Little than are the general public. Perhaps Pogo was right.</span></div>
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<span style="font-family: "verdana" , sans-serif;">Perhaps the legal and ethical environment is unformed to give us the guidance we need. The post Golden State Killer cases have not yet been litigated in court and subjected to legal challenge. In a couple of cases the suspect has plead guilty and been sentenced to lengthy prison terms. This does not necessarily indicate where the preponderance of legal opinions will settle.</span></div>
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<span style="font-family: "verdana" , sans-serif;">Ethical standards and legal standards are often in variance. We as a society need to rethink what our standards should be. First we need to consider whether or not we are even asking the appropriate questions.</span></div>
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<b><span style="font-family: "verdana" , sans-serif;">David Brin on surveillance cameras:</span></b><br />
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<span style="font-family: "verdana" , sans-serif;">Two decades ago science fiction author and privacy advocate David Brin <a href="https://www.wired.com/1996/12/fftransparent/">suggested</a> we tend to look at the privacy issue from the wrong perspective. Although his argument was articulated about surveillance cameras in public places, his arguments apply to our current debate about government access to DNA databases<span style="font-family: "verdana" , sans-serif;">.</span></span><span style="font-family: "verdana" , sans-serif;"><b> </b>Back then Brin warned, <b>"The cameras are coming. They're getting smaller and nothing will stop them. The only question is: who watches whom?"</b></span><br />
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<span style="font-family: "verdana" , sans-serif;">Kevin Drum </span><a href="https://www.motherjones.com/politics/2013/10/future-of-privacy-nsa-snowden/" style="font-family: verdana, sans-serif;">continued this argument</a><span style="font-family: "verdana" , sans-serif;"> five years ago. He asserted, "Privacy Is Dead. Long Live Transparency!"</span><br />
<blockquote class="tr_bq">
<span style="font-family: "verdana" , sans-serif;"><b>Can we save privacy?</b><br />
I call this the “<a href="http://www.wired.com/wired/archive/4.12/fftransparent_pr.html" target="_blank">David Brin</a>
question,” after the science fiction writer who argued in 1996 that the
issue isn’t whether surveillance will become ubiquitous—given
technological advances, it will—but how we choose to live with it. Sure,
he argued, we may pass laws to protect our privacy, but they’ll do
little except ensure that surveillance is hidden ever more deeply and is
available only to governments and powerful corporations. Instead, Brin
suggests, we should all tolerate less privacy, but insist on less of it
for everyone. With the exception of a small sphere within our homes, we
should accept that our neighbors will know pretty much everything about
us and vice versa. And we should demand that all surveillance data be
public, with none restricted to governments or data brokers. Give
everyone access to the NSA’s records. Give everyone access to all the
video cameras that dot our cities. Give everyone access to corporate
databases. (Full article <a href="https://www.motherjones.com/politics/2013/10/future-of-privacy-nsa-snowden/">here</a>)</span></blockquote>
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<b><span style="font-family: "verdana" , sans-serif;">Chicken Little or Pogo?</span></b><br />
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<span style="font-family: "verdana" , sans-serif;">I am NOT advocating that we or our surrogates, the DNA testing companies, should open genealogy database to anyone who flashes a badge. I did not open our library circulation records to homicide detectives who wanted to know what one of our college students had been reading even though she was being investigated for killing her husband. It would have been against California law to do so without a properly authorized judicial subpoena. It would also have been against my professional ethic as a librarian who believes that out clients have a right to research and read without fear of intimidation. </span><br />
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<span style="font-family: "verdana" , sans-serif;"><span style="font-family: "verdana" , sans-serif;">I have no reason to believe that Barbara Rea-Venter and CeCe More have done anything other than a great public service in helping police identify viable suspects in some very horrific</span><span style="font-family: "verdana" , sans-serif;"> criminal cases. However, over the years I'm not sure the same could be said about every genetic genealogist who cozied up to police and appeared to seek the spotlight. </span></span><br />
<span style="font-family: "verdana" , sans-serif;"><span style="font-family: "verdana" , sans-serif;"><br /></span></span>
<span style="font-family: "verdana" , sans-serif;">Are we asking the right questions? </span><span style="font-family: "verdana" , sans-serif;">Are we helping advance the cause of the genetic genealogy community? Are we the ones who are scaring away potential test takers? </span><span style="font-family: "verdana" , sans-serif;">Are we establishing ethical guidelines that will help society find the appropriate balance between the various RIGHTS? </span><br />
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<span style="font-family: "verdana" , sans-serif;"><br /></span>Dr Dhttp://www.blogger.com/profile/05774555636055110063noreply@blogger.com0tag:blogger.com,1999:blog-5415306683169000572.post-41243833703464051702019-02-09T06:48:00.002-08:002019-02-09T06:48:49.074-08:00"SNPS still hurt my head"<br />
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<span style="font-family: "verdana" , sans-serif;"><span style="font-size: small;">My cousin wrote "</span></span><span style="color: black; font-family: "arial" , "sans-serif"; font-size: 10.0pt;"><span style="font-family: "verdana" , sans-serif;"><span style="font-size: small;"><i>SNPS still hurt my head. <span style="color: black;">Have not spent enough time
with them."</span></i> This is not my high school dropout cousin emailing. This is my PhD research chemist cousin who travels the globe to attend scientific conferences to share findings with fellow cancer researchers. If <b>ySNPs</b> still hurt your head too, you are in good company. </span></span></span><br />
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<span style="color: black; font-family: "arial" , "sans-serif"; font-size: 10.0pt;"><span style="font-family: "verdana" , sans-serif;"><span style="font-size: small;"><b>What the heck are <span style="color: red;">ySTRs</span>? </b></span></span></span><br />
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<span style="color: black; font-family: "arial" , "sans-serif"; font-size: 10.0pt;"><span style="font-family: "verdana" , sans-serif;"><span style="font-size: small;">This is a cousin who long since had tested his ySTRs to 111 markers. He and I match on 110 of 111 <b>ySTR</b> markers. My 5th great-grandfather, Peter Dowell, Sr. (1714-1802), is his 6th great-grandfather. Well maybe this is an opportunity to let him spend some more time wrapping his mind around <b>ySNPs</b>. Maybe, in so doing, I can begin to relieve some of his head pain. Maybe.</span></span></span><br />
<span style="color: black; font-family: "arial" , "sans-serif"; font-size: 10.0pt;"><span style="font-family: "verdana" , sans-serif;"><span style="font-size: small;"><br /></span></span></span>
<span style="color: black; font-family: "arial" , "sans-serif"; font-size: 10.0pt;"><span style="font-family: "verdana" , sans-serif;"><span style="font-size: small;">All of you who have used census records can relate to how data on <b>ySTRs</b> (<b>short tandem repeats</b> on the Y chromosome) are collected and compared. The locations visited for 12, 25, 37, 67 or 111 <b>ySTR</b> marker tests are not magical. They were picked originally because geneticists knew how to repeatedly and reliably locate them. Also they were thought to mutate just fast enough to be useful for genealogists. That means they are relatively stable for several generations so that men who share enough of them probably share a common patrilineal ancestor in genealogical times. At they same time they mutate frequently enough to differentiate between distinctly different lines of ancestors. </span></span></span><br />
<span style="color: black; font-family: "arial" , "sans-serif"; font-size: 10.0pt;"><span style="font-family: "verdana" , sans-serif;"><span style="font-size: small;"><br /></span></span></span>
<span style="color: black; font-family: "arial" , "sans-serif"; font-size: 10.0pt;"><span style="font-family: "verdana" , sans-serif;"><span style="font-size: small;">To use a simple example, let us assume that you know there is a village that has either </span></span></span><span style="color: black; font-family: "arial" , "sans-serif"; font-size: 10.0pt;"><span style="font-family: "verdana" , sans-serif;"><span style="font-size: small;">12, 25, 37, 67 or 111 distinct residences. You send a census taker to visit each residence and determine how many <b>ySTRs</b> reside at each location. In the lab this is what geneticists are doing when they collect data for <b>ySTR</b> comparisons. They sample the number of <b>ySTRs</b> "residing" on the Y chromosomes of men to give us an idea of whether or not those men are closely related. How many generations ago could a common patrilineal ancestor of those men have lived if the two men might be expected to have accumulated the number of variations that are </span></span></span><span style="color: black; font-family: "arial" , "sans-serif"; font-size: 10.0pt;"><span style="font-family: "verdana" , sans-serif;"><span style="font-size: small;"><span style="color: black; font-family: "arial" , "sans-serif"; font-size: 10.0pt;"><span style="font-family: "verdana" , sans-serif;"><span style="font-size: small;">observed in the current test results</span></span></span>?</span></span></span><br />
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<div style="text-align: center;">
<blockquote class="tr_bq">
</blockquote>
<br />
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<i><span style="color: black; font-family: "arial" , "sans-serif"; font-size: 10.0pt;"><span style="font-family: "verdana" , sans-serif;"><span style="font-size: small;">RECONSTRUCTING THE FOUNDER’S 111-MARKER DNA SIGNATURE</span></span></span></i></blockquote>
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<span style="font-size: x-small;">[from David R. Dowell, <b><i>NextGen Genealogy: The DNA Connection</i></b>, (2015), pp. 33-4.] </span> </div>
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<span style="font-size: x-small;"><span style="color: black; font-family: "arial" , "sans-serif";"><span style="font-family: "verdana" , sans-serif;"><i>Surname projects can apply these principles to reconstruct more complex descendant trees of family “founders.” In this case the “founder” was Philip Dowell, who appeared in the records of southern Maryland in the 1690s. By that time he was an established tobacco planter. His marriage in 1702 and death in 1733 are well documented, as are many other events in his adult life. However, no birth or christening records have yet been discovered. Although he is reported to have had four sons who passed his Y-chromosome DNA forward, living male Dowell descendants of only three of those sons have been identified and tested.</i></span></span></span></blockquote>
<blockquote class="tr_bq">
<span style="color: black; font-family: "arial" , "sans-serif"; font-size: 10.0pt;"><span style="font-family: "verdana" , sans-serif;"><span style="font-size: small;"><i><span style="font-size: x-small;">Five of those descendants have tested to 111 Y-STR markers. One was a descendant of Philip’s first son, one was a descendant of Philip’s second son, and three were descendants of Philip’s third son. The results of these tests were that all five agreed on 101 of the 111 markers. In addition, four of the five (including descendants of at least two of Philip’s sons) shared the same value on all 111 markers. In other words, none of the two mutations of the descendant of the eldest son, the six mutations of the second son, or the single mutations of two descendants of the third son occurred on the same marker. Philip can be assumed to have passed down the marker values that at least four of his five living descendants share because they were passed down through multiple lines that have no common ancestor more recent than him.</span></i></span></span></span></blockquote>
<br />
<blockquote class="tr_bq">
<span style="color: black; font-family: "arial" , "sans-serif"; font-size: 10.0pt;"><span style="font-family: "verdana" , sans-serif;"><span style="font-size: small;"><i><b>Triangulating 111 <span style="color: red;">ySTR</span> markers back to the founder of the Maryland Dowells</b> </i></span></span></span><br />
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<span style="color: black; font-family: "arial" , "sans-serif"; font-size: 10.0pt;"><span style="font-family: "verdana" , sans-serif;"><span style="font-size: small;"><img alt="" height="400" 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" width="327" /> </span></span></span></div>
<br />
<span style="font-size: small;"><span style="font-family: "verdana" , sans-serif;"><span style="color: black;">Since this chart was prepared another Dowell has tested who is a 111/111 match for the reconstructed yDNA signature for the Founder. However, we are still in the process of determining this man's exact line of descent.</span></span></span><br />
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<br />
<span style="font-family: Verdana, sans-serif;"><b>What the heck are <span style="color: red;">ySNPs</span>?</b></span><br />
<br />
<span style="color: black; font-family: "arial" , "sans-serif"; font-size: 10.0pt;"><span style="font-size: small;"><span style="font-family: "verdana" , sans-serif;">While ySTR analysis has helped the Maryland Dowells understand much about their inter-relationships in North America, it has yet to connect them with specific ancestors across the pond. Could <b>ySNP (Single Nucleotide Polymorphisms</b> located along the y-chromosome) analysis help? </span></span></span><br />
<span style="color: black; font-family: "arial" , "sans-serif"; font-size: 10.0pt;"><span style="font-size: small;"><span style="font-family: "verdana" , sans-serif;"><br /></span></span></span>
<span style="font-size: small;"><span style="font-family: "verdana" , sans-serif;">A</span></span><span style="color: black; font-family: "arial" , "sans-serif"; font-size: 10.0pt;"><span style="font-size: small;"><span style="font-family: "verdana" , sans-serif;">s noted above <b>ySTR</b> analysis is all about determining whether or not men share the same number of repeats at predetermined locations along their yDNA. In other words do they match. <b>ySNP</b> analysis can also be at that level as well. If a man is fortunate enough to have a supposed relative who has already been SNP tested, a test of individual <b>ySNPs</b> can be a cost effective method of way to validate a match and also a <b>ySNP</b> for that man. </span></span></span><br />
<br />
<span style="color: black; font-family: "arial" , "sans-serif"; font-size: 10.0pt;"><span style="font-size: small;"><span style="font-family: "verdana" , sans-serif;">However, for the most part, <b>ySNP</b> analysis is a voyage of discovery along the approximately fifty-eight million locations of one's y-chromosome. We can now get reliable readings on almost one fourth of those locations. When testing for SNPs we do not target a certain number of predefined and well known locations. We travel down our chromosome and look for branching points. These are points where closely related genomes </span></span></span><span style="color: black; font-family: "arial" , "sans-serif"; font-size: 10.0pt;"><span style="font-size: small;"><span style="font-family: "verdana" , sans-serif;"><span style="color: black; font-family: "arial" , "sans-serif"; font-size: 10.0pt;"><span style="font-size: small;"><span style="font-family: "verdana" , sans-serif;">permanently separate -- somewhat akin to taking an exit off the Interstate. Most of the group continue on unchanged on the main genetic highway but one branches off and passes this branching point "mutation" on to all his descendants. So far Family Tree DNA (FTDNA) has identified more than 408,000 such branching points (<b>ySNPs</b>) in the yDNA samples the company has tested. Additional <b>SNPs</b> are discovered with almost every BIG Y test conducted. </span></span></span></span></span></span><br />
<span style="color: black; font-family: "arial" , "sans-serif"; font-size: 10.0pt;"><span style="font-size: small;"><span style="font-family: "verdana" , sans-serif;"><span style="color: black; font-family: "arial" , "sans-serif"; font-size: 10.0pt;"><span style="font-size: small;"><span style="font-family: "verdana" , sans-serif;"><br /></span></span></span></span></span></span>
<span style="color: black; font-family: "arial" , "sans-serif"; font-size: 10.0pt;"><span style="font-size: small;"><span style="font-family: "verdana" , sans-serif;"><span style="color: black; font-family: "arial" , "sans-serif"; font-size: 10.0pt;"><span style="font-size: small;"><span style="font-family: "verdana" , sans-serif;">These <b>SNPs</b> trace the paths our genomes have traveled through prehistory and down to the present. Now that more and more men have tested to this level it is beginning to be possible to see branching points in genealogical times when we had surnames and some paper records exist. Thanks to the work of Alex Williamson with his <a href="https://www.ytree.net/">Big Tree</a> of the major haplogroup found along the Atlantic Coast of Europe, we can begin compare <b>SNP</b> branching with the <b>STR</b> and paper trail documentation we have seen in previous decades. Comparing Alex's SNP tree with the one seen above, three branches emerge that help refine the genetic trails of Philip Dowell's three sons that had been put together from paper documents and <b>STR</b> data. </span></span></span></span></span></span><br />
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<a href="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEiHwfs4pEtuY6cJolO_ujSSlMl1Dc7VY23PbKTHrLeWHZN3ufuWoiKLNxGHH3MXwnANmCM5uZt84t_izNzmvPe11ObtGe8YrMGQ7hjypQThTYgV5u3kvPSSp7RbK4xaP7S3GxACnAxdQnPp/s1600/BY2666.png" imageanchor="1" style="margin-left: 1em; margin-right: 1em;"><img border="0" data-original-height="501" data-original-width="1402" height="142" src="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEiHwfs4pEtuY6cJolO_ujSSlMl1Dc7VY23PbKTHrLeWHZN3ufuWoiKLNxGHH3MXwnANmCM5uZt84t_izNzmvPe11ObtGe8YrMGQ7hjypQThTYgV5u3kvPSSp7RbK4xaP7S3GxACnAxdQnPp/s400/BY2666.png" width="400" /></a></div>
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<span style="color: black; font-family: "arial" , "sans-serif"; font-size: 10.0pt;"><span style="font-size: small;"><span style="font-family: "verdana" , sans-serif;"><span style="color: black; font-family: "arial" , "sans-serif"; font-size: 10.0pt;"><span style="font-size: small;"><span style="font-family: "verdana" , sans-serif;">For the purist this charting process reversed the chronological order of the sons. In this chart the descendant of eldest son is on the right and the descendants of the third son on the left. However, the main take away for today is that branching <b>SNPs</b> have been discovered that separate the lines of descent within the last three centuries. The eagle-eye readers will note that a fellow traveler of a different surname has joined the genetic migration. His family was associated by both location and business transactions in both Maryland and North Carolina. The <b>SNP</b> branching suggests the genomic link is with the second son although other evidence is more ambiguous. </span></span></span></span></span></span></div>
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<span style="color: black; font-family: "arial" , "sans-serif"; font-size: 10.0pt;"><span style="font-size: small;"><span style="font-family: "verdana" , sans-serif;"><span style="color: black; font-family: "arial" , "sans-serif"; font-size: 10.0pt;"><span style="font-size: small;"><span style="font-family: "verdana" , sans-serif;"> </span></span></span></span></span></span><br />
<span style="color: black; font-family: "arial" , "sans-serif"; font-size: 10.0pt;"><span style="font-size: small;"><span style="font-family: "verdana" , sans-serif;"><span style="color: black; font-family: "arial" , "sans-serif"; font-size: 10.0pt;"><span style="font-size: small;"><span style="font-family: "verdana" , sans-serif;"><br /></span></span></span></span></span></span>Dr Dhttp://www.blogger.com/profile/05774555636055110063noreply@blogger.com0tag:blogger.com,1999:blog-5415306683169000572.post-10340035359978090652019-02-04T19:14:00.000-08:002019-02-04T19:14:51.484-08:00What's your longest Single Shared Segment?<span style="font-family: "verdana" , sans-serif;"></span><br />
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<span style="font-family: "verdana" , sans-serif;">What is the longest <i>Single Shared Segment</i> (SSS or should we call it S-cube) you match with a genetic cousin? </span><span style="font-family: "verdana" , sans-serif;">By this i mean the DNA test report says you only share this one segment with the match. There are no genetic crumbs of additional and smaller matches that the lab can identify that you also have in common with that individual. Usually if you share a 30 cM or 40 cM or 50 cM segment with another relative, the two of you also will share additional smaller segments as well. However, that does not always seem to be the case. It is often difficult to find the actual familial relationship that connects to my tree such potential "cousins" with whom I share only one long matching segment. </span><br />
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<span style="font-family: "verdana" , sans-serif;">I have been analyzing a new match who <i>MyHeritage </i>predicts to be my third to fifth cousin. We are reported to share 53.6 cM. This would place us well within the expected range for such cousins. However, this match occurs totally within a single segment. In addition, my daughter, son and two of my three grandsons also share almost all this triangulated match. My new match is represented by the rose colored bar on my chromosome 12 below. The additional bars just below her in the triangulation box represent my immediate family members. </span><br />
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<a href="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEgQ6TMhAN14hPZQDoTwkwwjIOUQqmEpAYOUC2-4HStMocLrld7_CtmVW8YozsLLEaLY2siLE67Bbv0q-FdcfL0B_tkFRW6M-vLAlJodAEaKJluMGZq7Njv7jQqHQoZOEyjoAP0Ndpt6qdy5/s1600/Triangulated+segment+with+Joan+Jacobs.jpg" imageanchor="1" style="margin-left: 1em; margin-right: 1em;"><img border="0" data-original-height="713" data-original-width="1037" height="275" src="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEgQ6TMhAN14hPZQDoTwkwwjIOUQqmEpAYOUC2-4HStMocLrld7_CtmVW8YozsLLEaLY2siLE67Bbv0q-FdcfL0B_tkFRW6M-vLAlJodAEaKJluMGZq7Njv7jQqHQoZOEyjoAP0Ndpt6qdy5/s400/Triangulated+segment+with+Joan+Jacobs.jpg" width="400" /></a></div>
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<span style="font-family: "verdana" , sans-serif;">MyHeritage defines triangulated segments:</span><span style="font-family: "calibri" , "sans-serif"; font-size: 12.0pt; line-height: 115%;"> </span><br />
<blockquote class="tr_bq">
<span style="font-family: "calibri" , "sans-serif"; font-size: 12.0pt; line-height: 115%;">Triangulated
segments are shared DNA segments that you (or a person whose DNA kit you
manage) and all of the selected DNA Matches share with each other, and
therefore likely all inherited from a common ancestor.</span> </blockquote>
<span style="font-family: "calibri" , "sans-serif"; font-size: 12.0pt; line-height: 115%;"><span style="font-family: "verdana" , sans-serif;">So far I have not been successful in connecting this new "cousin" to my family tree although I have done better with some shorter segments in this region of this chromosome as will be seen in the following example.</span></span><br />
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<i><span style="font-family: "calibri" , "sans-serif"; font-size: 12.0pt; line-height: 115%;"><b><span style="font-family: "verdana" , sans-serif;">Valley Forge Segment</span></b></span></i><br />
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<span style="font-family: "verdana" , sans-serif;">There are sub-sets of the above group that are identifiable among my matches. One of them in this part of my genome I call my <i>Valley Forge Segment</i>. It is about 31 cM in length. I gave it this name because I inherited it from one and/or the other of my 4th great-grandparents, John and Hannah (Pearson) Hoar who were both adolescents in that area of Pennsylvania when General Washington encamped there during the American Revolution. It is normally difficult to trace with certainty atDNA this far back. However, in this case I have been fortunate.</span><br />
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<a href="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEhkqenub4zj_jav9pAIO1g19ZfIqPzfzGu9qZJ5mJONL1pDLYabf45TdCA7mw4UxR8UWB8hdSXJ2vlMYphHZSgSEmlQnV-Hkv9PhxQeFWHnNmN8N1B4Dmn4nSBa1H0hvTl-VPde4_hLGPny/s1600/Valley+Forge+31.jpg" imageanchor="1" style="margin-left: 1em; margin-right: 1em;"><img border="0" data-original-height="388" data-original-width="465" height="333" src="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEhkqenub4zj_jav9pAIO1g19ZfIqPzfzGu9qZJ5mJONL1pDLYabf45TdCA7mw4UxR8UWB8hdSXJ2vlMYphHZSgSEmlQnV-Hkv9PhxQeFWHnNmN8N1B4Dmn4nSBa1H0hvTl-VPde4_hLGPny/s400/Valley+Forge+31.jpg" width="400" /></a></div>
<span style="font-family: "verdana" , sans-serif;">The couple who head the above chart are my 4th great-grandparents. The rose colored boxes represent their descendants who have been shown to triangulate on the same 31 cM of atDNA on my chromosome 12. The gold colored boxes represent other family members who have triangulated on major chunks of this 31 cM. My two grandsons who inherited this DNA are in the lower right of the chart. Since they are now 11 and 8, it is likely this 31 cM segment will survive intact in them and/or their descendants until at least the Tricentennial in 2076. Quite a family heritage. The above digression demonstrates that part of the original triangulated fifty plus cM match with my new cousin has been intact for well over two hundred years. </span><br />
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<span style="font-family: "verdana" , sans-serif;"><b>Back to the longest <i>Single Shared Segment</i></b></span><br />
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<span style="font-family: "verdana" , sans-serif;">I am beginning to try to connect some of the smaller triangulated matches that overlap my original </span><span style="font-family: "verdana" , sans-serif;"><i>Single Shared Segment</i> (red bar below) with which I began this post.</span><br />
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<tr><td style="text-align: center;"><a href="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEjZCrI9aS1RICdWadTEVy_yAjHVb2PK9QO2Lr5U-b7UuGv4g6aVAsg3PO11r1ocUHnzLJE4co7wI9OLyacvi7PFns5kNxI_fxUzh2ofRUhzM6vmD1ED-rJTvDlfWyeaDMVc7JXNZLL8lEnT/s1600/Overlap.jpg" imageanchor="1" style="margin-left: auto; margin-right: auto;"><img border="0" data-original-height="248" data-original-width="1404" height="70" src="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEjZCrI9aS1RICdWadTEVy_yAjHVb2PK9QO2Lr5U-b7UuGv4g6aVAsg3PO11r1ocUHnzLJE4co7wI9OLyacvi7PFns5kNxI_fxUzh2ofRUhzM6vmD1ED-rJTvDlfWyeaDMVc7JXNZLL8lEnT/s400/Overlap.jpg" width="400" /></a></td></tr>
<tr><td class="tr-caption" style="text-align: center;">The red bar in the top line of this chart represents my new cousin with whom I have a 53 cM overlap. The gold bar on the second line represents the 31 cM "Valley Forge" segment shown above. The yellow, green and light blue bars represent other recently discover cousins who MyHeritage reports as triangulating with the red bar. The yellow bar also has a small triangulation with the "Valley Forge" cluster. The darker blue bar represents a known paternal first cousin of mine whose account I manage. Her larger segment in this chart triangulates with both the red bar and the ''Valley Forge" bar but not the other bars. </td></tr>
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<span style="font-family: "verdana" , sans-serif;">What seems to be emerging are at least two distinct subsets of triangulated groups both of which triangulate independently with my 53 cM <i>Single Shared Segment. </i>I have already identified how some of those within of the 31 cM <i>Valley Forge Segment </i>relate to me. At this time I have few clues as to how those in the other subset, to the left of the <i>Valley Forge Segment </i>(gold bar above). actually relate to me. I am most curious as to how I relate to my overarching 53 cM <i>Single Shared Segment</i> who would appear to unify these two subsets.</span></div>
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<span style="font-family: "verdana" , sans-serif;"><b>What's next?</b> </span></div>
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<span style="font-family: "verdana" , sans-serif;">I have just made contact with my 53 cM match and so far we have discovered no obvious connection but we will continue to look. It appears obvious that she is on my dad's side of the family but we have not narrowed it down much further. She is probably down the part of my paternal line somewhere near the relatives who make up my <i>Valley Forge Segment</i> cluster. But then?</span></div>
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<span style="font-family: "verdana" , sans-serif;">As I was writing this post I realized I have several even longer <i>Single Shared Segments (SSS)</i>. One is almost 75 cM in length. Is there something unusual about how these segments appear to survive as they pass down through the generations leaving no other genomic dust in their wake? Other individuals with whom I share chunks of 30 cM or more tend to share a number of additional segments -- some as many as 20 or 30. This seems to make them easier to fit into my known tree. Of course as the cM total climbs, so does the likelihood that the person is a closer relative.</span></div>
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<span style="font-family: "verdana" , sans-serif;">Have you had experience, either good or frustrating with these <i>SSS</i> matches? Are you willing to share what you have learned? Dr. D. would love to hear from you.</span></div>
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<span style="font-family: "verdana" , sans-serif;"><span style="font-family: "verdana" , sans-serif;"><span style="font-family: "verdana" , sans-serif;">I have decided to identify others with whom I have <i>SSSs</i> and separate them out for special attention. </span>You can get in on the fun. It's easy if you have test results at <i>MyHeritage</i> but I'm sure there are workarounds at other sites.</span></span></div>
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<span style="font-family: "verdana" , sans-serif;"><span style="font-family: "verdana" , sans-serif;">When you are logged in to a <i>MyHeritage </i>account, select the <b>DNA</b> tab at the top of the screen. Then select the <b>Chromosome Browser</b> option from the drop-down menu. Your first 20 matches will be displayed and it will be easy to see how many segments you share with each and the length of your longest matching segment. By the second or third page of matches you should start seeing your longer <i>Single Shared Segments</i>. <b> </b></span></span></div>
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<span style="font-family: "verdana" , sans-serif;"><span style="font-family: "verdana" , sans-serif;">Have fun and don't forget to write about your discoveries!</span></span></div>
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<span style="font-family: "verdana" , sans-serif;"><span style="font-family: "verdana" , sans-serif;"> </span> </span></div>
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<span style="font-family: "verdana" , sans-serif;"> </span><span style="font-family: "verdana" , sans-serif;"><i> </i></span><br />
Dr Dhttp://www.blogger.com/profile/05774555636055110063noreply@blogger.com0tag:blogger.com,1999:blog-5415306683169000572.post-33723190416367829832019-01-11T14:38:00.000-08:002019-04-13T08:17:53.926-07:00is Gedmatch o.k.?<table border="0" cellpadding="0" cellspacing="0" class="MsoNormalTable" style="border-collapse: collapse; mso-yfti-tbllook: 1184; width: 758px;"><tbody>
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<span style="font-family: "verdana" , sans-serif;"><span style="color: black; font-size: 12.0pt;">Dr. D
got the following query earlier this week. </span></span></div>
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<i><span style="font-family: "verdana" , sans-serif;"><span style="color: black; font-size: 10pt;">One of
our Roots group members asked me today if GedMatch is an o.k. place to transfer
his data. He had gotten an email suggesting to him that he transfer, and
he didn't know if it is safe. I think mine has been transferred there,
but I never get any emails from them telling me if I have matches. </span></span></i></div>
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<span style="font-family: "verdana" , sans-serif;"><span style="color: black; font-size: 12.0pt;">I
quickly responded that the simple answer was “Yes.” However, I realized that a
more nuanced answer was required: </span></span></div>
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<b><span style="color: red; font-family: "calibri" , "sans-serif"; font-size: 20.0pt;">There is no
universal answer that is “RIGHT” for all of us in all situations for all time.</span></b></div>
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<a href="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEiR_X3s98d-1t-IVJPz-JnIU9B3FraF2YP6mMCz07Moy363xTpnKcg62MTDWavOH8nEw5LrMwYZWjIfBx8wOwZXOvoAkCWDnC_jhfg-UoOwae3N-trW0VrMJVAX6uBXRz9e9rDbxvmY2rvY/s1600/GEDmatch.jpg" imageanchor="1" style="margin-left: 1em; margin-right: 1em;"><img border="0" data-original-height="136" data-original-width="659" height="82" src="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEiR_X3s98d-1t-IVJPz-JnIU9B3FraF2YP6mMCz07Moy363xTpnKcg62MTDWavOH8nEw5LrMwYZWjIfBx8wOwZXOvoAkCWDnC_jhfg-UoOwae3N-trW0VrMJVAX6uBXRz9e9rDbxvmY2rvY/s400/GEDmatch.jpg" width="400" /></a></div>
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<span style="font-family: "verdana" , sans-serif;"><span style="color: #333333; font-size: 12.0pt;">Although <i style="mso-bidi-font-style: normal;">GEDmatch</i>
has been well known to serious genetic genealogists for several years, the site
exploded into the consciousness of a wide media audience following Barbara Rae-Venter‘s
skillful use of this database. She was able to significantly “shrink the
haystack” and help police focus on the needle who had eluded them for decades.
In April, 2018, her efforts led to the arrest of Joseph James DeAngelo, Jr. He
is alleged to be the “Golden State Killer” who is suspected of at least 12
murders, 45 rapes and more than 120 residential burglaries. He has yet to come
to trial.</span></span></div>
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<span style="font-family: "verdana" , sans-serif;"><span style="color: #333333; font-size: 12.0pt;">In the months that have followed, Rae-Venter has had
similar successes with other cold cases and CeCe Moore has solved more than a
dozen. GEDmatch has been instrumental in almost resolving all these cases that
long had been considered unsolvable.</span></span></div>
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<span style="font-family: "verdana" , sans-serif;"><span style="color: #333333; font-size: 12.0pt;">Why GEDmatch? It is not the largest of the databases
of genomic information created for genealogists. Several of the DNA testing
companies claim to have records of more individuals. However, it is different
in several fundamental ways:</span></span></div>
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<div class="MsoListParagraphCxSpFirst" style="line-height: normal; margin-bottom: .0001pt; margin-bottom: 0in; margin-left: 58.5pt; margin-right: 0in; margin-top: 0in; mso-add-space: auto; mso-list: l0 level1 lfo1; text-indent: -.25in;">
<span style="font-family: "verdana" , sans-serif;"><span style="color: #333333; font-size: 12.0pt;"><span style="mso-list: Ignore;">1.<span style="font-feature-settings: normal; font-kerning: auto; font-language-override: normal; font-optical-sizing: auto; font-size-adjust: none; font-size: 7pt; font-stretch: normal; font-style: normal; font-variant: normal; font-variation-settings: normal; font-weight: normal; line-height: normal;"> </span></span></span><span style="color: #333333; font-size: 12.0pt;">Most of us who use
GEDmatch were initially drawn there because we could match our DNA with known
or unknown cousins who had tested at commercial labs other than the ones at
which we had tested.</span></span></div>
<span style="font-family: "verdana" , sans-serif;">
</span><br />
<div class="MsoListParagraphCxSpMiddle" style="line-height: normal; margin-bottom: .0001pt; margin-bottom: 0in; margin-left: 58.5pt; margin-right: 0in; margin-top: 0in; mso-add-space: auto; mso-list: l0 level1 lfo1; text-indent: -.25in;">
<span style="font-family: "verdana" , sans-serif;"><span style="color: #333333; font-size: 12.0pt;"><span style="mso-list: Ignore;">2.<span style="font-feature-settings: normal; font-kerning: auto; font-language-override: normal; font-optical-sizing: auto; font-size-adjust: none; font-size: 7pt; font-stretch: normal; font-style: normal; font-variant: normal; font-variation-settings: normal; font-weight: normal; line-height: normal;"> </span></span></span><span style="color: #333333; font-size: 12.0pt;">GEDmatch is not a commercial
for-profit enterprise. It does not advertise its services. Actually as its logo
suggests, it might be more accurate to say GEDmatch provides tools for us to
use ourselves rather than that it provides services to us.</span></span></div>
<span style="font-family: "verdana" , sans-serif;">
</span><br />
<div class="MsoListParagraphCxSpMiddle" style="line-height: normal; margin-bottom: .0001pt; margin-bottom: 0in; margin-left: 58.5pt; margin-right: 0in; margin-top: 0in; mso-add-space: auto; mso-list: l0 level1 lfo1; text-indent: -.25in;">
<span style="font-family: "verdana" , sans-serif;"><span style="color: #333333; font-size: 12.0pt;"><span style="mso-list: Ignore;">3.<span style="font-feature-settings: normal; font-kerning: auto; font-language-override: normal; font-optical-sizing: auto; font-size-adjust: none; font-size: 7pt; font-stretch: normal; font-style: normal; font-variant: normal; font-variation-settings: normal; font-weight: normal; line-height: normal;"> </span></span></span><span style="color: #333333; font-size: 12.0pt;">GEDmatch does not have a
paid staff to provide all the services some other sites offer in terms of individualized
customer service. For example it does not send notices when new matches show
up. Users of the service must initiate searches to keep abreast of new matches.
This makes the site useful to the genetic genealogists who take the initiative
to use the myriad of tools provided.</span></span></div>
<span style="font-family: "verdana" , sans-serif;">
</span><br />
<div class="MsoListParagraphCxSpMiddle" style="line-height: normal; margin-bottom: .0001pt; margin-bottom: 0in; margin-left: 58.5pt; margin-right: 0in; margin-top: 0in; mso-add-space: auto; mso-list: l0 level1 lfo1; text-indent: -.25in;">
<span style="font-family: "verdana" , sans-serif;"><span style="color: #333333; font-size: 12.0pt;"><span style="mso-list: Ignore;">4.<span style="font-feature-settings: normal; font-kerning: auto; font-language-override: normal; font-optical-sizing: auto; font-size-adjust: none; font-size: 7pt; font-stretch: normal; font-style: normal; font-variant: normal; font-variation-settings: normal; font-weight: normal; line-height: normal;"> </span></span></span><span style="color: #333333; font-size: 12.0pt;">For most of its
existence GEDmatch has been operated entirely by two “retired” men who are avid
genealogists. Curtis Rogers and John Olson like to use their skills to help
others unlock mysteries about their families. </span></span></div>
<span style="font-family: "verdana" , sans-serif;">
</span><br />
<div class="MsoListParagraphCxSpMiddle" style="line-height: normal; margin-bottom: .0001pt; margin-bottom: 0in; margin-left: 58.5pt; margin-right: 0in; margin-top: 0in; mso-add-space: auto; mso-list: l0 level1 lfo1; text-indent: -.25in;">
<span style="font-family: "verdana" , sans-serif;"><span style="color: #333333; font-size: 12.0pt;"><span style="mso-list: Ignore;">5.<span style="font-feature-settings: normal; font-kerning: auto; font-language-override: normal; font-optical-sizing: auto; font-size-adjust: none; font-size: 7pt; font-stretch: normal; font-style: normal; font-variant: normal; font-variation-settings: normal; font-weight: normal; line-height: normal;"> </span></span></span><span style="color: #333333; font-size: 12.0pt;">They originally charged no
fees but eventually added small monthly fees for those who wanted to use
advanced tools. This allowed Rogers and Olson to pay for the server time these
features required. </span></span></div>
<span style="font-family: "verdana" , sans-serif;">
</span><br />
<div class="MsoListParagraphCxSpMiddle" style="line-height: normal; margin-bottom: .0001pt; margin-bottom: 0in; margin-left: 58.5pt; margin-right: 0in; margin-top: 0in; mso-add-space: auto; mso-list: l0 level1 lfo1; text-indent: -.25in;">
<span style="font-family: "verdana" , sans-serif;"><span style="color: #333333; font-size: 12.0pt;"><span style="mso-list: Ignore;">6.<span style="font-feature-settings: normal; font-kerning: auto; font-language-override: normal; font-optical-sizing: auto; font-size-adjust: none; font-size: 7pt; font-stretch: normal; font-style: normal; font-variant: normal; font-variation-settings: normal; font-weight: normal; line-height: normal;"> </span></span></span><span style="color: #333333; font-size: 12.0pt;">The basic level of
services at GEDmatch is provided free. </span></span></div>
<span style="font-family: "verdana" , sans-serif;">
</span><br />
<div class="MsoListParagraphCxSpMiddle" style="line-height: normal; margin-bottom: .0001pt; margin-bottom: 0in; margin-left: 58.5pt; margin-right: 0in; margin-top: 0in; mso-add-space: auto; mso-list: l0 level1 lfo1; text-indent: -.25in;">
<span style="font-family: "verdana" , sans-serif;"><span style="color: #333333; font-size: 12.0pt;"><span style="mso-list: Ignore;">7.<span style="font-feature-settings: normal; font-kerning: auto; font-language-override: normal; font-optical-sizing: auto; font-size-adjust: none; font-size: 7pt; font-stretch: normal; font-style: normal; font-variant: normal; font-variation-settings: normal; font-weight: normal; line-height: normal;"> </span></span></span><span style="color: #333333; font-size: 12.0pt;">Although using GEDmatch does
not require high level technology skills, an absolute novice may have
difficulty gaining the traction needed to make the best use of features. </span></span></div>
<span style="font-family: "verdana" , sans-serif;">
</span><br />
<div class="MsoListParagraphCxSpLast" style="line-height: normal; margin-bottom: .0001pt; margin-bottom: 0in; margin-left: 58.5pt; margin-right: 0in; margin-top: 0in; mso-add-space: auto; mso-list: l0 level1 lfo1; text-indent: -.25in;">
<span style="font-family: "verdana" , sans-serif;"><span style="color: #333333; font-size: 12.0pt;"><span style="mso-list: Ignore;">8.<span style="font-feature-settings: normal; font-kerning: auto; font-language-override: normal; font-optical-sizing: auto; font-size-adjust: none; font-size: 7pt; font-stretch: normal; font-style: normal; font-variant: normal; font-variation-settings: normal; font-weight: normal; line-height: normal;"> </span></span></span><span style="color: #333333; font-size: 12.0pt;">GEDmatch does no testing
on raw DNA samples. Instead it accepts testing data from commercial testing
companies such as 23andMe, Ancestry, FTDNA, MyHeritage, and Living DNA.</span></span></div>
<span style="font-family: "verdana" , sans-serif;">
</span><br />
<div class="MsoNormal" style="line-height: normal; margin-bottom: .0001pt; margin-bottom: 0in;">
<br /></div>
<span style="font-family: "verdana" , sans-serif;">
</span><br />
<div class="MsoNormal" style="line-height: normal; margin-bottom: .0001pt; margin-bottom: 0in;">
<br /></div>
<span style="font-family: "verdana" , sans-serif;">
</span><br />
<div class="MsoNormal" style="line-height: normal; margin-bottom: .0001pt; margin-bottom: 0in;">
<span style="font-family: "verdana" , sans-serif;"><span style="color: #333333; font-size: 12.0pt;"><b>3 reasons individuals test our DNA:</b></span></span></div>
<span style="font-family: "verdana" , sans-serif;">
</span><br />
<ol>
<li><span style="font-family: "verdana" , sans-serif;"><span style="color: #333333; font-size: 12.0pt;"><span style="mso-list: Ignore;"><span style="font-feature-settings: normal; font-kerning: auto; font-language-override: normal; font-optical-sizing: auto; font-size-adjust: none; font-size: 7pt; font-stretch: normal; font-style: normal; font-variant: normal; font-variation-settings: normal; font-weight: normal; line-height: normal;"> </span></span></span><span style="color: #333333; font-size: 12.0pt;">To discover information
that may impact our health and/or that of our offspring.</span></span></li>
<li><span style="font-family: "verdana" , sans-serif;"><span style="color: #333333; font-size: 12.0pt;"><span style="mso-list: Ignore;"><span style="font-feature-settings: normal; font-kerning: auto; font-language-override: normal; font-optical-sizing: auto; font-size-adjust: none; font-size: 7pt; font-stretch: normal; font-style: normal; font-variant: normal; font-variation-settings: normal; font-weight: normal; line-height: normal;"> </span></span></span><span style="color: #333333; font-size: 12.0pt;">To discover information
about our ethnic origins. Market research has shown that this is the reason
most millennials test. That is why television ads focus on what is probably the
least settled of what our DNA can tell us. Although
these first two processes may indirectly provide information about close family
members, we do not need to directly compare our results with those of others to
get useful information if these are our objectives. </span></span></li>
<li><span style="font-family: "verdana" , sans-serif;"><span style="color: #333333; font-size: 12.0pt;"><span style="mso-list: Ignore;"><span style="font-feature-settings: normal; font-kerning: auto; font-language-override: normal; font-optical-sizing: auto; font-size-adjust: none; font-size: 7pt; font-stretch: normal; font-style: normal; font-variant: normal; font-variation-settings: normal; font-weight: normal; line-height: normal;"></span></span></span><span style="color: #333333; font-size: 12.0pt;">To discover information
about connections with others. This is why adoptees and others of unknown
parentage test. It is also the primary reason most genetic genealogists test. To be successful this activity
must be a CONTACT sport. That is the objective! <span style="mso-spacerun: yes;"> </span></span></span></li>
</ol>
<span style="font-family: "verdana" , sans-serif;">
</span><br />
<div class="MsoNormal" style="line-height: normal; margin-bottom: .0001pt; margin-bottom: 0in;">
<span style="font-family: "verdana" , sans-serif;"><span style="color: #333333; font-size: 12.0pt;">It is this latter group that GEDmatch is best suited
to assist. </span></span></div>
<span style="font-family: "verdana" , sans-serif;">
</span><br />
<div class="MsoNormal" style="line-height: normal; margin-bottom: .0001pt; margin-bottom: 0in;">
<br /></div>
<div class="MsoNormal" style="line-height: normal; margin-bottom: .0001pt; margin-bottom: 0in;">
<br /></div>
<div class="MsoNormal" style="line-height: normal; margin-bottom: .0001pt; margin-bottom: 0in;">
<span style="color: #333333; font-size: 12.0pt;"><b><span style="font-family: "verdana" , sans-serif;">A tool for helping solve cold cases: </span></b></span></div>
<div class="MsoNormal" style="line-height: normal; margin-bottom: .0001pt; margin-bottom: 0in;">
<br /></div>
<span style="font-family: "verdana" , sans-serif;">
</span><br />
<div class="MsoNormal" style="line-height: normal; margin-bottom: .0001pt; margin-bottom: 0in;">
<span style="font-family: "verdana" , sans-serif;"><span style="color: #333333; font-size: 12.0pt;">What has changed with the solutions of the cold
cases? Many law enforcement officers have become aware of the power of genetic
genealogy. Some of them have attended a seminar conducted by Rae-Venter on
making familial matches. This is the same process through which adoptees have
been searching for biological connections. </span></span></div>
<span style="font-family: "verdana" , sans-serif;">
</span><br />
<div class="MsoNormal" style="line-height: normal; margin-bottom: .0001pt; margin-bottom: 0in;">
<br /></div>
<span style="font-family: "verdana" , sans-serif;">
</span><br />
<div class="MsoNormal" style="line-height: normal; margin-bottom: .0001pt; margin-bottom: 0in;">
<span style="color: #333333; font-size: 12.0pt;"><span style="font-family: "verdana" , sans-serif;">A recent article in <i style="mso-bidi-font-style: normal;"><a href="http://science.sciencemag.org/content/362/6415/690">Science</a> </i><span style="mso-bidi-font-style: normal;">reported that statistical simulations indicate more than half of Americans of European descent can probably be identified given the current 1.2 million names in this database. </span></span></span></div>
<br />
<blockquote class="tr_bq">
<div class="MsoNormal" style="line-height: normal; margin-bottom: .0001pt; margin-bottom: 0in;">
<i><span style="background-color: transparent; color: #333333; display: inline; float: none; font-family: "roboto" , "helvetica neue" , "helvetica" , "arial" , sans-serif; font-size: 16px; font-variant: normal; font-weight: 400; letter-spacing: normal; text-align: left; text-decoration: none; text-indent: 0px; text-transform: none; white-space: normal; word-spacing: 0px;">Using genomic data of 1.28 million individuals tested with consumer genomics, we investigated the power of this technique. We project that about 60% of the searches for individuals of European descent will result in a third-cousin or closer match, which theoretically allows their identification using demographic identifiers. </span></i></div>
</blockquote>
<span style="font-family: "verdana" , sans-serif;">Given the current growth rate of GEDmatch, it is projected 90% of those with European descent may be subject to identification within a couple of year.</span><br />
<br />
<span style="font-family: "verdana" , sans-serif;">Police have long had access to a hodgepodge of CODIS related data mostly derived from DNA testing of convicted or accused violent felons. Like our current prison populations, these databases are dis-proportionally constituted of minorities and men of lower socioeconomic groups. The current rash of cold case arrests have been successful because investigators were able to tap a very different demographic.</span><br />
<br />
<br />
<b><span style="font-family: "verdana" , sans-serif;">Community security vs. individual privacy </span></b><br />
<br />
<span style="font-family: "verdana" , sans-serif;">Two fundamental rights are now in conflict. At the moment it appears that most members of the public are willing to tip this in favor of community security if we are talking about investigating violent crimes. In <a href="https://doi.org/10.1371/journal.pbio.2006906">a US survey</a> 91% were in favor of allowing police to search genealogical websites that match DNA to relatives in order <span style="background-color: transparent; color: #101010; display: inline; float: none; font-style: normal; font-variant: normal; font-weight: 400; letter-spacing: normal; line-height: 17.92px; overflow-wrap: break-word; text-align: left; text-decoration: none; text-indent: 0px; text-transform: none; white-space: normal; word-spacing: 0px;">to identify perpetrators of violent crimes (for example, rape, murder, arson, or kidnapping). Among respondents 12% had ordered a DNA test and 37% had researched family online. </span></span><br />
<br />
<span style="font-family: "verdana" , sans-serif;"><span style="background-color: transparent; color: #101010; display: inline; float: none; font-style: normal; font-variant: normal; font-weight: 400; letter-spacing: normal; line-height: 17.92px; overflow-wrap: break-word; text-align: left; text-decoration: none; text-indent: 0px; text-transform: none; white-space: normal; word-spacing: 0px;">A parallel <a href="http://dnaandfamilytreeresearch.blogspot.com/2018/11/how-do-you-feel-about-your-dna-being.html">international survey of genealogists</a> (41% from the US) reported by Maurice Gleeson asked, "</span></span><span style="font-family: "verdana" , sans-serif;"><span style="background-color: transparent; color: #101010; display: inline; float: none; font-style: normal; font-variant: normal; font-weight: 400; letter-spacing: normal; line-height: 17.92px; overflow-wrap: break-word; text-align: left; text-decoration: none; text-indent: 0px; text-transform: none; white-space: normal; word-spacing: 0px;">Are you reasonably comfortable with law enforcement agencies using your
DNA data on Gedmatch to help identify serial rapists and serial killers?" 85.1% responded "yes" and 8.6% said "no". When the undecided are filtered out the results of the two surveys are very similar.</span></span><br />
<br />
<br />
<span style="font-family: "verdana" , sans-serif;"><span style="background-color: transparent; color: #101010; display: inline; float: none; font-style: normal; font-variant: normal; font-weight: 400; letter-spacing: normal; line-height: 17.92px; overflow-wrap: break-word; text-align: left; text-decoration: none; text-indent: 0px; text-transform: none; white-space: normal; word-spacing: 0px;"><b>Should you feel comfortable uploading your data to GEDmatch? Reasonable people can disagree. However, more than 90% seem to form a fairly solid consensus in favor.</b></span></span><br />
<br />
<span style="font-family: "verdana" , sans-serif;"><span style="background-color: transparent; color: #101010; display: inline; float: none; font-style: normal; font-variant: normal; font-weight: 400; letter-spacing: normal; line-height: 17.92px; overflow-wrap: break-word; text-align: left; text-decoration: none; text-indent: 0px; text-transform: none; white-space: normal; word-spacing: 0px;"><b>What do you think? </b></span></span><br />
<span style="font-family: "verdana" , sans-serif;"><span style="background-color: transparent; color: #101010; display: inline; float: none; font-style: normal; font-variant: normal; font-weight: 400; letter-spacing: normal; line-height: 17.92px; overflow-wrap: break-word; text-align: left; text-decoration: none; text-indent: 0px; text-transform: none; white-space: normal; word-spacing: 0px;"><b><br /></b></span></span>
<span style="font-family: "verdana" , sans-serif;"><span style="background-color: transparent; color: #101010; display: inline; float: none; font-style: normal; font-variant: normal; font-weight: 400; letter-spacing: normal; line-height: 17.92px; overflow-wrap: break-word; text-align: left; text-decoration: none; text-indent: 0px; text-transform: none; white-space: normal; word-spacing: 0px;"><b> </b></span></span>Dr Dhttp://www.blogger.com/profile/05774555636055110063noreply@blogger.com0tag:blogger.com,1999:blog-5415306683169000572.post-10294619810623481532018-11-20T14:43:00.001-08:002018-11-20T14:43:46.233-08:006 Myopic Genealogists at #RootsTech<!--[if !mso]>
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<span style="font-family: Verdana, sans-serif;">In just a few years #RootsTech has quickly grown to be the
“beast” of genealogy conferences serving clientele around the world both live
in Salt Lake City and through streaming to the remote corners of the earth. With its mix of genealogy and technology, it
was only a matter of time before it attracted the attention of the 6 visually
challenged genealogists from mythical Indostan.</span></div>
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<br /></div>
<span style="font-family: Verdana, sans-serif;">
</span><div class="MsoNormal">
<span style="font-family: Verdana, sans-serif;">Each of them had documented his paternal ancestry back at
least to his respective great-grandfather who was a member of the group <span style="color: black; mso-bidi-font-family: "Times New Roman"; mso-fareast-font-family: "Times New Roman";">immortalized<span style="mso-bidi-font-weight: bold;"> by John
Godfrey Saxe</span> in his 19<sup>th</sup> century saga, “The Blind Men
and the Elephant.”</span><sup> <a href="https://www.blogger.com/blogger.g?blogID=5415306683169000572#_edn1" name="_ednref1" style="mso-endnote-id: edn1;" title=""><span style="mso-special-character: footnote;"><sup><span style="font-size: 12pt; line-height: 115%;">[i]</span></sup></span></a></sup></span></div>
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<a href="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEi0DfLpLfvEz9ccuVMmHDwFDfuggISCf5ER7YN7PDSOTWobbazA3jZ6B8E6NTqP_3YJ-pXZQzrNibWpPwMJStVQu7IPHFLeozxKnj7RejwEeJdncXKvdoq5DK0mheVjfDc_eoZUfq2UQxmT/s1600/Blind+men+and+elephant.jpg" imageanchor="1" style="margin-left: 1em; margin-right: 1em;"><img border="0" data-original-height="386" data-original-width="900" height="171" src="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEi0DfLpLfvEz9ccuVMmHDwFDfuggISCf5ER7YN7PDSOTWobbazA3jZ6B8E6NTqP_3YJ-pXZQzrNibWpPwMJStVQu7IPHFLeozxKnj7RejwEeJdncXKvdoq5DK0mheVjfDc_eoZUfq2UQxmT/s400/Blind+men+and+elephant.jpg" width="400" /></a></div>
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<i style="mso-bidi-font-style: normal;"><span style="font-size: 11.0pt; mso-bidi-font-family: "Times New Roman"; mso-fareast-font-family: "Times New Roman";">It
was six men of Indostan<br />
To learning much inclined,<br />
Who went to see the Elephant<br />
(Though all of them were blind),<br />
That each by observation<br />
Might satisfy his mind.</span></i></div>
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<i style="mso-bidi-font-style: normal;"><span style="font-size: 11.0pt; mso-bidi-font-family: "Times New Roman"; mso-fareast-font-family: "Times New Roman";">The <span style="mso-bidi-font-style: italic;">First</span> approached
the Elephant,<br />
And happening to fall<br />
Against his broad and sturdy side,<br />
At once began to bawl:<br />
"God bless me! but the Elephant<br />
Is very like a WALL!"</span></i></div>
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<i style="mso-bidi-font-style: normal;"><span style="font-size: 11.0pt; mso-bidi-font-family: "Times New Roman"; mso-fareast-font-family: "Times New Roman";">The <span style="mso-bidi-font-style: italic;">Second</span>, feeling of the tusk,<br />
Cried, "Ho, what have we here,<br />
So very round and smooth and sharp?<br />
To me 'tis mighty clear<br />
This wonder of an Elephant<br />
Is very like a SPEAR!"</span></i></div>
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<i style="mso-bidi-font-style: normal;"><span style="font-size: 11.0pt; mso-bidi-font-family: "Times New Roman"; mso-fareast-font-family: "Times New Roman";">The <span style="mso-bidi-font-style: italic;">Third</span> approached the animal,<br />
And happening to take<br />
The squirming trunk within his hands,<br />
Thus boldly up and spake:<br />
"I see," quoth he, "the Elephant<br />
Is very like a SNAKE!"</span></i></div>
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<i style="mso-bidi-font-style: normal;"><span style="font-size: 11.0pt; mso-bidi-font-family: "Times New Roman"; mso-fareast-font-family: "Times New Roman";">The <span style="mso-bidi-font-style: italic;">Fourth</span> reached out an eager
hand,<br />
And felt about the knee<br />
"What most this wondrous beast is like<br />
Is mighty plain," quoth he:<br />
"'Tis clear enough the Elephant<br />
Is very like a TREE!"</span></i></div>
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<i style="mso-bidi-font-style: normal;"><span style="font-size: 11.0pt; mso-bidi-font-family: "Times New Roman"; mso-fareast-font-family: "Times New Roman";">The <span style="mso-bidi-font-style: italic;">Fifth</span>, who chanced to touch the
ear,<br />
Said: "E'en the blindest man<br />
Can tell what this resembles most;<br />
Deny the fact who can,<br />
This marvel of an Elephant<br />
Is very like a FAN!"</span></i></div>
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<i style="mso-bidi-font-style: normal;"><span style="font-size: 11.0pt; mso-bidi-font-family: "Times New Roman"; mso-fareast-font-family: "Times New Roman";">The <span style="mso-bidi-font-style: italic;">Sixth</span> no sooner had begun<br />
About the beast to grope,<br />
Than seizing on the swinging tail<br />
That fell within his scope,<br />
"I see," quoth he, "the Elephant<br />
Is very like a ROPE!"</span></i></div>
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<i style="mso-bidi-font-style: normal;"><span style="font-size: 11.0pt; mso-bidi-font-family: "Times New Roman"; mso-fareast-font-family: "Times New Roman";">And
so these men of Indostan<br />
Disputed loud and long,<br />
Each in his own opinion<br />
Exceeding stiff and strong,<br />
Though each was partly in the right,<br />
And all were in the wrong!<a href="https://www.blogger.com/blogger.g?blogID=5415306683169000572#_edn2" name="_ednref2" style="mso-endnote-id: edn2;" title=""><sup><span style="mso-special-character: footnote;"><b style="mso-bidi-font-weight: normal;"><sup><span style="font-family: "Calibri","sans-serif"; font-size: 11.0pt; line-height: 115%; mso-ansi-language: EN-US; mso-ascii-theme-font: minor-latin; mso-bidi-font-family: "Times New Roman"; mso-bidi-language: AR-SA; mso-fareast-font-family: "Times New Roman"; mso-fareast-language: EN-US; mso-hansi-theme-font: minor-latin;">[ii]</span></sup></b></span></sup></a></span></i></div>
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<span style="font-family: Verdana, sans-serif;">Having inherited their ancestors’ lust for learning as well
as poor eye sight, these present day citizens of Indostan decided to make the
trek to Salt Lake City to experience #RootsTech first hand. As soon they arrived
each began to tweet and blog to their colleagues back in Indostan. Those
colleagues began to wonder if the six were reporting from the same event.
Although all were reporting back with the label <i style="mso-bidi-font-style: normal;">#RootsTech 2019</i> there seemed to be little commonality in the events
that were being reported.</span></div>
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<br /></div>
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<br /></div>
<span style="font-family: Verdana, sans-serif;">
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<span style="font-family: Verdana, sans-serif;">Here are selected summaries from the posts they sent home:</span></div>
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<br /></div>
<span style="font-family: Verdana, sans-serif;">
</span><div class="MsoNormal" style="line-height: normal;">
<span style="font-family: Verdana, sans-serif;">Reported the first, after we
arrived in Salt Lake City over the weekend, we all hurried to the Family History
Library early Monday morning to consult documents not available to us in
Indostan. At midweek I was so engrossed in my findings that I could not tear
myself away to go down the street with my colleagues to just talk about
genealogy research. I remained in the Library to, “Just do it.”</span></div>
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<span style="font-family: Verdana, sans-serif;">The second wrote lengthy posts
each day about the inspiration he received from the world class keynote celebrity
speakers. He also reported on the large events that marked the opening and
closing of the conference. He also managed to get into the rehearsal of the
world renowned Choir at Temple Square which made him envied by many of his
readers back in Indostan. </span></div>
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<span style="font-family: Verdana, sans-serif;">The third reported on the useful
information he was learning in classes and the difficulty of selecting which
among the three hundred plus offerings available on a rich smorgasbord of all imaginable
genealogical topics would be the most useful for him to learn about to enrich his
research and share with those back in Indostan.</span></div>
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<span style="font-family: Verdana, sans-serif;">The fourth spent the entire week
in the Exhibit Hall chatting with several hundred vendors from around the world
who offered goods and services to genealogists. He was able to have hands-on opportunities
with many of the products. Many of the larger vendors even offered mini-classes
in the form of demonstrations on a daily schedule right in their booths. And oh
the swag that was being offered to take back home—some just to be picked up and
some more valuable that was awarded in periodic drawings.</span></div>
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<span style="font-family: Verdana, sans-serif;">The fifth had planned ahead so he
was able to be able to sign up for coveted seats in the workshops in computer labs
where he could practice hands on use of the products and tools that were being
described in these sessions.</span></div>
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<span style="font-family: Verdana, sans-serif;">The sixth was eager to learn
everything he could about incorporating DNA into his research so he arranged
his schedule in a different way. He attended every class he could squeeze in
from the DNA track; visited the booths of all the vendors large and small that
offered DNA testing and interpretation and discussed his progress, roadblocks and
research goals with their staff. He quizzed them about product enhancements on
the horizon. </span></div>
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<span style="font-family: Verdana, sans-serif;">As the six reassembled at the
airport to fly home, a dispute broke out about the true nature of #RootsTech and
about whom among them and benefited the most.</span></div>
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<i style="mso-bidi-font-style: normal;"><span style="font-size: 11.0pt; mso-bidi-font-family: "Times New Roman"; mso-fareast-font-family: "Times New Roman";">And
so these men of Indostan<br />
Disputed loud and long,<br />
Each in his own opinion<br />
Exceeding stiff and strong,<br />
Though each was partly in the right,<br />
And all were in the wrong!<a href="https://www.blogger.com/blogger.g?blogID=5415306683169000572#_edn3" name="_ednref3" style="mso-endnote-id: edn3;" title=""><sup><span style="mso-special-character: footnote;"><b style="mso-bidi-font-weight: normal;"><sup><span style="font-family: "Calibri","sans-serif"; font-size: 11.0pt; line-height: 115%; mso-ansi-language: EN-US; mso-ascii-theme-font: minor-latin; mso-bidi-font-family: "Times New Roman"; mso-bidi-language: AR-SA; mso-fareast-font-family: "Times New Roman"; mso-fareast-language: EN-US; mso-hansi-theme-font: minor-latin;">[iii]</span></sup></b></span></sup></a></span></i></div>
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<span style="font-family: Verdana, sans-serif;">Come to #RootsTech 2019 and write the learning plan that is best for you.</span></div>
<div style="mso-element: endnote-list;">
<br clear="all" />
<hr align="left" size="1" width="33%" />
<div id="edn1" style="mso-element: endnote;">
<div class="MsoEndnoteText">
<a href="https://www.blogger.com/blogger.g?blogID=5415306683169000572#_ednref1" name="_edn1" style="mso-endnote-id: edn1;" title=""><span class="MsoEndnoteReference"><span style="mso-special-character: footnote;"><span class="MsoEndnoteReference"><span style="font-family: "Calibri","sans-serif"; font-size: 10.0pt; line-height: 115%; mso-ansi-language: EN-US; mso-ascii-theme-font: minor-latin; mso-bidi-font-family: "Times New Roman"; mso-bidi-language: AR-SA; mso-bidi-theme-font: minor-bidi; mso-fareast-font-family: Calibri; mso-fareast-language: EN-US; mso-fareast-theme-font: minor-latin; mso-hansi-theme-font: minor-latin;">[i]</span></span></span></span></a>
Illustrator unknown, “Blind men and an elephant”, <span style="mso-bidi-font-family: "Times New Roman"; mso-fareast-font-family: "Times New Roman";">From Charles Maurice
Stebbins & Mary H. Coolidge, <i>Golden Treasury Readers: Primer</i>,
American Book Co. (New York), </span><a href="http://books.google.com/books?id=_dIAAAAAYAAJ&pg=PA89"><span style="color: blue; mso-bidi-font-family: "Times New Roman"; mso-fareast-font-family: "Times New Roman";">p. 89</span></a><span style="mso-bidi-font-family: "Times New Roman"; mso-fareast-font-family: "Times New Roman";">. 1909.</span></div>
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<div id="edn2" style="mso-element: endnote;">
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<a href="https://www.blogger.com/blogger.g?blogID=5415306683169000572#_ednref2" name="_edn2" style="mso-endnote-id: edn2;" title=""><span class="MsoEndnoteReference"><span style="mso-special-character: footnote;"><span class="MsoEndnoteReference"><span style="font-family: "Calibri","sans-serif"; font-size: 10.0pt; line-height: 115%; mso-ansi-language: EN-US; mso-ascii-theme-font: minor-latin; mso-bidi-font-family: "Times New Roman"; mso-bidi-language: AR-SA; mso-bidi-theme-font: minor-bidi; mso-fareast-font-family: Calibri; mso-fareast-language: EN-US; mso-fareast-theme-font: minor-latin; mso-hansi-theme-font: minor-latin;">[ii]</span></span></span></span></a>
John Godfrey Saxe, “The Blind Men and the Elephant.” <a href="http://www.constitution.org/col/blind_men.htm">http://www.constitution.org/col/blind_men.htm</a>,
viewed 1/14/2013.</div>
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<div id="edn3" style="mso-element: endnote;">
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<a href="https://www.blogger.com/blogger.g?blogID=5415306683169000572#_ednref3" name="_edn3" style="mso-endnote-id: edn3;" title=""><span class="MsoEndnoteReference"><span style="mso-special-character: footnote;"><span class="MsoEndnoteReference"><span style="font-family: "Calibri","sans-serif"; font-size: 10.0pt; line-height: 115%; mso-ansi-language: EN-US; mso-ascii-theme-font: minor-latin; mso-bidi-font-family: "Times New Roman"; mso-bidi-language: AR-SA; mso-bidi-theme-font: minor-bidi; mso-fareast-font-family: Calibri; mso-fareast-language: EN-US; mso-fareast-theme-font: minor-latin; mso-hansi-theme-font: minor-latin;">[iii]</span></span></span></span></a> Ibid.</div>
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Dr Dhttp://www.blogger.com/profile/05774555636055110063noreply@blogger.com0