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Patterns and rates of exonic de novo mutations in autism spectrum disorders

Identifieur interne : 000551 ( France/Analysis ); précédent : 000550; suivant : 000552

Patterns and rates of exonic de novo mutations in autism spectrum disorders

Auteurs : Benjamin M. Neale [États-Unis] ; YAN KOU [États-Unis] ; LI LIU [États-Unis] ; Avi Ma'Ayan [États-Unis] ; Kaitlin E. Samocha [États-Unis] ; Aniko Sabo [États-Unis] ; Chiao-Feng Lin [États-Unis] ; Christine Stevens [États-Unis] ; Li-San Wang [États-Unis] ; Vladimir Makarov [États-Unis] ; Paz Polak [États-Unis] ; Seungtai Yoon [États-Unis] ; Jared Maguire [États-Unis] ; Emily L. Crawford [États-Unis] ; Nicholas G. Campbell [États-Unis] ; Evan T. Geher [États-Unis] ; Otto Valladares [États-Unis] ; Chad Schafer [États-Unis] ; Han Liul [États-Unis] ; TUO ZHAO [États-Unis] ; GUIQING CAI [États-Unis] ; Jayon Lihm [États-Unis] ; Ruth Dannenfelser [États-Unis] ; Omar Jabado [États-Unis] ; Zuleyma Peralta [États-Unis] ; Uma Nagaswamy [États-Unis] ; Donna Muzny [États-Unis] ; Jeffrey G. Reid [États-Unis] ; Irene Newsham [États-Unis] ; YUANQING WU [États-Unis] ; Lora Lewis [États-Unis] ; YI HAN [États-Unis] ; Benjamin F. Voight [États-Unis] ; Elaine Lim [États-Unis] ; Elizabeth Rossin [États-Unis] ; Andrew Kirby [États-Unis] ; Jason Flannick [États-Unis] ; Menachem Fromer [États-Unis] ; Khalid Shakir [États-Unis] ; Tim Fennell [États-Unis] ; Kiran Garimella [États-Unis] ; Eric Banks [États-Unis] ; Ryan Poplin [États-Unis] ; Stacey Gabriel [États-Unis] ; Mark Depristo [États-Unis] ; Jack R. Wimbish [États-Unis] ; Braden E. Boone [États-Unis] ; Shawn E. Levy [États-Unis] ; Catalina Betancur [France] ; Shamil Sunyaev [États-Unis] ; Eric Boerwinkle [États-Unis] ; Joseph D. Buxbaum [États-Unis] ; Edwin H. Jr Cook [États-Unis] ; Bernie Devlin ; Richard A. Gibbs [États-Unis] ; Kathryn Roeder [États-Unis] ; Gerard D. Schellenberg [États-Unis] ; James S. Sutcliffe [États-Unis] ; Mark J. Daly [États-Unis]

Source :

RBID : Pascal:12-0377985

Descripteurs français

English descriptors

Abstract

Autism spectrum disorders (ASD) are believed to have genetic and environmental origins, yet in only a modest fraction of individuals can specific causes be identified1,2, To identify further genetic risk factors, here we assess the role of de novo mutations in ASD by sequencing the exomes of ASD cases and their parents (n = 175 trios). Fewer than half of the cases (46.3%) carry a missense or nonsense de novo variant, and the overall rate of mutation is only modestly higher than the expected rate. In contrast, the proteins encoded by genes that harboured de novo missense or nonsense mutations showed a higher degree of connectivity among themselves and to previous ASD genes3 as indexed by protein-protein interaction screens. The small increase in the rate of de novo events, when taken together with the protein interaction results, are consistent with an important but limited role for de novo point mutations in ASD, similar to that documented for de novo copy number variants. Genetic models incorporating these data indicate that most of the observed de novo events are unconnected to ASD; those that do confer risk are distributed across many genes and are incompletely penetrant (that is, not necessarily sufficient for disease). Our results support polygenic models in which spontaneous coding mutations in any of a large number of genes increases risk by 5- to 20-fold. Despite the challenge posed by such models, results from de novo events and a large parallel case-control study provide strong evidence in favour of CHD8 and KATNAL2 as genuine autism risk factors.

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Pascal:12-0377985

Le document en format XML

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<title xml:lang="en" level="a">Patterns and rates of exonic de novo mutations in autism spectrum disorders</title>
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<name sortKey="Neale, Benjamin M" sort="Neale, Benjamin M" uniqKey="Neale B" first="Benjamin M." last="Neale">Benjamin M. Neale</name>
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<author>
<name sortKey="Yan Kou" sort="Yan Kou" uniqKey="Yan Kou" last="Yan Kou">YAN KOU</name>
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<s1>Department of Pharmacology and Systems Therapeutics, Mount Sinai School of Medicine</s1>
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<author>
<name sortKey="Li Liu" sort="Li Liu" uniqKey="Li Liu" last="Li Liu">LI LIU</name>
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<s1>Department of Statistics, Carnegie Mellon University</s1>
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<author>
<name sortKey="Ma Ayan, Avi" sort="Ma Ayan, Avi" uniqKey="Ma Ayan A" first="Avi" last="Ma'Ayan">Avi Ma'Ayan</name>
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<s1>Department of Pharmacology and Systems Therapeutics, Mount Sinai School of Medicine</s1>
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<author>
<name sortKey="Samocha, Kaitlin E" sort="Samocha, Kaitlin E" uniqKey="Samocha K" first="Kaitlin E." last="Samocha">Kaitlin E. Samocha</name>
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<name sortKey="Sabo, Aniko" sort="Sabo, Aniko" uniqKey="Sabo A" first="Aniko" last="Sabo">Aniko Sabo</name>
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<author>
<name sortKey="Lin, Chiao Feng" sort="Lin, Chiao Feng" uniqKey="Lin C" first="Chiao-Feng" last="Lin">Chiao-Feng Lin</name>
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<author>
<name sortKey="Stevens, Christine" sort="Stevens, Christine" uniqKey="Stevens C" first="Christine" last="Stevens">Christine Stevens</name>
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<author>
<name sortKey="Wang, Li San" sort="Wang, Li San" uniqKey="Wang L" first="Li-San" last="Wang">Li-San Wang</name>
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<author>
<name sortKey="Makarov, Vladimir" sort="Makarov, Vladimir" uniqKey="Makarov V" first="Vladimir" last="Makarov">Vladimir Makarov</name>
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<name sortKey="Polak, Paz" sort="Polak, Paz" uniqKey="Polak P" first="Paz" last="Polak">Paz Polak</name>
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<name sortKey="Yoon, Seungtai" sort="Yoon, Seungtai" uniqKey="Yoon S" first="Seungtai" last="Yoon">Seungtai Yoon</name>
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<name sortKey="Campbell, Nicholas G" sort="Campbell, Nicholas G" uniqKey="Campbell N" first="Nicholas G." last="Campbell">Nicholas G. Campbell</name>
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<name sortKey="Geher, Evan T" sort="Geher, Evan T" uniqKey="Geher E" first="Evan T." last="Geher">Evan T. Geher</name>
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<name sortKey="Schafer, Chad" sort="Schafer, Chad" uniqKey="Schafer C" first="Chad" last="Schafer">Chad Schafer</name>
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<name sortKey="Tuo Zhao" sort="Tuo Zhao" uniqKey="Tuo Zhao" last="Tuo Zhao">TUO ZHAO</name>
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<country>États-Unis</country>
<wicri:noRegion>Cambridge, Massachusetts 02142</wicri:noRegion>
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</author>
<author>
<name sortKey="Poplin, Ryan" sort="Poplin, Ryan" uniqKey="Poplin R" first="Ryan" last="Poplin">Ryan Poplin</name>
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<s1>Program in Medical and Population Genetics, Broad Institute of Harvard and MIT, 7 Cambridge Center</s1>
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<country>États-Unis</country>
<wicri:noRegion>Cambridge, Massachusetts 02142</wicri:noRegion>
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</author>
<author>
<name sortKey="Gabriel, Stacey" sort="Gabriel, Stacey" uniqKey="Gabriel S" first="Stacey" last="Gabriel">Stacey Gabriel</name>
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<s1>Program in Medical and Population Genetics, Broad Institute of Harvard and MIT, 7 Cambridge Center</s1>
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<country>États-Unis</country>
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</author>
<author>
<name sortKey="Depristo, Mark" sort="Depristo, Mark" uniqKey="Depristo M" first="Mark" last="Depristo">Mark Depristo</name>
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<country>États-Unis</country>
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<author>
<name sortKey="Wimbish, Jack R" sort="Wimbish, Jack R" uniqKey="Wimbish J" first="Jack R." last="Wimbish">Jack R. Wimbish</name>
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<s1>HudsonAlpha Institute for Biotechnology</s1>
<s2>Huntsville, Alabama 35806</s2>
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<country>États-Unis</country>
<wicri:noRegion>HudsonAlpha Institute for Biotechnology</wicri:noRegion>
</affiliation>
</author>
<author>
<name sortKey="Boone, Braden E" sort="Boone, Braden E" uniqKey="Boone B" first="Braden E." last="Boone">Braden E. Boone</name>
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<s1>HudsonAlpha Institute for Biotechnology</s1>
<s2>Huntsville, Alabama 35806</s2>
<s3>USA</s3>
<sZ>46 aut.</sZ>
<sZ>47 aut.</sZ>
<sZ>48 aut.</sZ>
</inist:fA14>
<country>États-Unis</country>
<wicri:noRegion>HudsonAlpha Institute for Biotechnology</wicri:noRegion>
</affiliation>
</author>
<author>
<name sortKey="Levy, Shawn E" sort="Levy, Shawn E" uniqKey="Levy S" first="Shawn E." last="Levy">Shawn E. Levy</name>
<affiliation wicri:level="1">
<inist:fA14 i1="14">
<s1>HudsonAlpha Institute for Biotechnology</s1>
<s2>Huntsville, Alabama 35806</s2>
<s3>USA</s3>
<sZ>46 aut.</sZ>
<sZ>47 aut.</sZ>
<sZ>48 aut.</sZ>
</inist:fA14>
<country>États-Unis</country>
<wicri:noRegion>HudsonAlpha Institute for Biotechnology</wicri:noRegion>
</affiliation>
</author>
<author>
<name sortKey="Betancur, Catalina" sort="Betancur, Catalina" uniqKey="Betancur C" first="Catalina" last="Betancur">Catalina Betancur</name>
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<inist:fA14 i1="15">
<s1>INSERM U952 and CNRS UMR 7224 and UPMC Univ Paris 06</s1>
<s2>75005 Paris</s2>
<s3>FRA</s3>
<sZ>49 aut.</sZ>
</inist:fA14>
<country>France</country>
<wicri:noRegion>75005 Paris</wicri:noRegion>
<placeName>
<settlement type="city">Paris</settlement>
<region type="région" nuts="2">Île-de-France</region>
</placeName>
</affiliation>
</author>
<author>
<name sortKey="Sunyaev, Shamil" sort="Sunyaev, Shamil" uniqKey="Sunyaev S" first="Shamil" last="Sunyaev">Shamil Sunyaev</name>
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<inist:fA14 i1="02">
<s1>Program in Medical and Population Genetics, Broad Institute of Harvard and MIT, 7 Cambridge Center</s1>
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<country>États-Unis</country>
<wicri:noRegion>Cambridge, Massachusetts 02142</wicri:noRegion>
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<affiliation wicri:level="1">
<inist:fA14 i1="09">
<s1>Division of Genetics, Department of Medicine Brigham & Women's Hospital and Harvard Medical School</s1>
<s2>Boston, Massachusetts 02115</s2>
<s3>USA</s3>
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<sZ>50 aut.</sZ>
</inist:fA14>
<country>États-Unis</country>
<wicri:noRegion>Boston, Massachusetts 02115</wicri:noRegion>
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</author>
<author>
<name sortKey="Boerwinkle, Eric" sort="Boerwinkle, Eric" uniqKey="Boerwinkle E" first="Eric" last="Boerwinkle">Eric Boerwinkle</name>
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<s1>Human Genome Sequencing Center, Baylor College of Medicine</s1>
<s2>Houston, Texas 77030</s2>
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<country>États-Unis</country>
<placeName>
<settlement type="city">Houston</settlement>
<region type="state">Texas</region>
</placeName>
<orgName type="university">Baylor College of Medicine</orgName>
</affiliation>
<affiliation wicri:level="1">
<inist:fA14 i1="16">
<s1>Human Genetics Center, University of Texas Health Science Center at Houston</s1>
<s2>Houston, Texas 77030</s2>
<s3>USA</s3>
<sZ>51 aut.</sZ>
</inist:fA14>
<country>États-Unis</country>
<wicri:noRegion>Houston, Texas 77030</wicri:noRegion>
</affiliation>
</author>
<author>
<name sortKey="Buxbaum, Joseph D" sort="Buxbaum, Joseph D" uniqKey="Buxbaum J" first="Joseph D." last="Buxbaum">Joseph D. Buxbaum</name>
<affiliation wicri:level="1">
<inist:fA14 i1="04">
<s1>Seaver Autism Center for Research and Treatment, Mount Sinai School of Medicine</s1>
<s2>New York, New York 10029</s2>
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<sZ>2 aut.</sZ>
<sZ>10 aut.</sZ>
<sZ>12 aut.</sZ>
<sZ>21 aut.</sZ>
<sZ>22 aut.</sZ>
<sZ>52 aut.</sZ>
</inist:fA14>
<country>États-Unis</country>
<wicri:noRegion>New York, New York 10029</wicri:noRegion>
</affiliation>
<affiliation wicri:level="1">
<inist:fA14 i1="08">
<s1>Department of Psychiatry, Mount Sinai School of Medicine</s1>
<s2>New York, New York 10029</s2>
<s3>USA</s3>
<sZ>10 aut.</sZ>
<sZ>12 aut.</sZ>
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<sZ>22 aut.</sZ>
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</inist:fA14>
<country>États-Unis</country>
<wicri:noRegion>New York, New York 10029</wicri:noRegion>
</affiliation>
<affiliation wicri:level="1">
<inist:fA14 i1="12">
<s1>Department of Genetics and Genomic Sciences, Mount Sinai School of Medicine</s1>
<s2>New York, New York 10029</s2>
<s3>USA</s3>
<sZ>24 aut.</sZ>
<sZ>25 aut.</sZ>
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</inist:fA14>
<country>États-Unis</country>
<wicri:noRegion>New York, New York 10029</wicri:noRegion>
</affiliation>
<affiliation wicri:level="1">
<inist:fA14 i1="17">
<s1>Friedman Brain Institute, Mount Sinai School of Medicine</s1>
<s2>New York, New York 10029</s2>
<s3>USA</s3>
<sZ>52 aut.</sZ>
</inist:fA14>
<country>États-Unis</country>
<wicri:noRegion>New York, New York 10029</wicri:noRegion>
</affiliation>
</author>
<author>
<name sortKey="Cook, Edwin H Jr" sort="Cook, Edwin H Jr" uniqKey="Cook E" first="Edwin H. Jr" last="Cook">Edwin H. Jr Cook</name>
<affiliation wicri:level="4">
<inist:fA14 i1="18">
<s1>Department of Psychiatry, University of Illinois at Chicago</s1>
<s2>Chicago, Illinois 60608</s2>
<s3>USA</s3>
<sZ>53 aut.</sZ>
</inist:fA14>
<country>États-Unis</country>
<placeName>
<settlement type="city">Chicago</settlement>
<region type="state">Illinois</region>
</placeName>
<orgName type="university">Université de l'Illinois à Chicago</orgName>
</affiliation>
</author>
<author>
<name sortKey="Devlin, Bernie" sort="Devlin, Bernie" uniqKey="Devlin B" first="Bernie" last="Devlin">Bernie Devlin</name>
</author>
<author>
<name sortKey="Gibbs, Richard A" sort="Gibbs, Richard A" uniqKey="Gibbs R" first="Richard A." last="Gibbs">Richard A. Gibbs</name>
<affiliation wicri:level="4">
<inist:fA14 i1="06">
<s1>Human Genome Sequencing Center, Baylor College of Medicine</s1>
<s2>Houston, Texas 77030</s2>
<s3>USA</s3>
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<country>États-Unis</country>
<placeName>
<settlement type="city">Houston</settlement>
<region type="state">Texas</region>
</placeName>
<orgName type="university">Baylor College of Medicine</orgName>
</affiliation>
</author>
<author>
<name sortKey="Roeder, Kathryn" sort="Roeder, Kathryn" uniqKey="Roeder K" first="Kathryn" last="Roeder">Kathryn Roeder</name>
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<s1>Department of Statistics, Carnegie Mellon University</s1>
<s2>Pittsburgh, Pennsylvania 15232</s2>
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<sZ>18 aut.</sZ>
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<country>États-Unis</country>
<placeName>
<settlement type="city">Pittsburgh</settlement>
<region type="state">Pennsylvanie</region>
</placeName>
<orgName type="university">Université Carnegie-Mellon</orgName>
</affiliation>
</author>
<author>
<name sortKey="Schellenberg, Gerard D" sort="Schellenberg, Gerard D" uniqKey="Schellenberg G" first="Gerard D." last="Schellenberg">Gerard D. Schellenberg</name>
<affiliation wicri:level="1">
<inist:fA14 i1="07">
<s1>Patho ogy and Laboratory Medicine, Perelman School of Medicine, University of Pennsylvania</s1>
<s2>Philadelphia, Pennsylvania 19104</s2>
<s3>USA</s3>
<sZ>7 aut.</sZ>
<sZ>9 aut.</sZ>
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<country>États-Unis</country>
<wicri:noRegion>Philadelphia, Pennsylvania 19104</wicri:noRegion>
</affiliation>
</author>
<author>
<name sortKey="Sutcliffe, James S" sort="Sutcliffe, James S" uniqKey="Sutcliffe J" first="James S." last="Sutcliffe">James S. Sutcliffe</name>
<affiliation wicri:level="1">
<inist:fA14 i1="10">
<s1>Vanderbilt Brain institute, Departments of Molecular Physiology & Biophysics and Psychiatry, Vanderbilt University</s1>
<s2>Nashville, Tennessee 37232</s2>
<s3>USA</s3>
<sZ>14 aut.</sZ>
<sZ>15 aut.</sZ>
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</inist:fA14>
<country>États-Unis</country>
<wicri:noRegion>Nashville, Tennessee 37232</wicri:noRegion>
</affiliation>
</author>
<author>
<name sortKey="Daly, Mark J" sort="Daly, Mark J" uniqKey="Daly M" first="Mark J." last="Daly">Mark J. Daly</name>
<affiliation wicri:level="1">
<inist:fA14 i1="01">
<s1>Analytic and Translational Genetics Unit, Department of Medicine, Massachusetts General Hospital and Harvard Medical School</s1>
<s2>Boston, Massachusetts 02114</s2>
<s3>USA</s3>
<sZ>1 aut.</sZ>
<sZ>5 aut.</sZ>
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<sZ>36 aut.</sZ>
<sZ>38 aut.</sZ>
<sZ>59 aut.</sZ>
</inist:fA14>
<country>États-Unis</country>
<wicri:noRegion>Boston, Massachusetts 02114</wicri:noRegion>
</affiliation>
<affiliation wicri:level="1">
<inist:fA14 i1="02">
<s1>Program in Medical and Population Genetics, Broad Institute of Harvard and MIT, 7 Cambridge Center</s1>
<s2>Cambridge, Massachusetts 02142</s2>
<s3>USA</s3>
<sZ>1 aut.</sZ>
<sZ>5 aut.</sZ>
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<sZ>42 aut.</sZ>
<sZ>43 aut.</sZ>
<sZ>44 aut.</sZ>
<sZ>45 aut.</sZ>
<sZ>50 aut.</sZ>
<sZ>59 aut.</sZ>
</inist:fA14>
<country>États-Unis</country>
<wicri:noRegion>Cambridge, Massachusetts 02142</wicri:noRegion>
</affiliation>
</author>
</analytic>
<series>
<title level="j" type="main">Nature : (London)</title>
<title level="j" type="abbreviated">Nature : (Lond.)</title>
<idno type="ISSN">0028-0836</idno>
<imprint>
<date when="2012">2012</date>
</imprint>
</series>
</biblStruct>
</sourceDesc>
<seriesStmt>
<title level="j" type="main">Nature : (London)</title>
<title level="j" type="abbreviated">Nature : (Lond.)</title>
<idno type="ISSN">0028-0836</idno>
</seriesStmt>
</fileDesc>
<profileDesc>
<textClass>
<keywords scheme="KwdEn" xml:lang="en">
<term>Autism</term>
<term>De novo</term>
<term>Human</term>
<term>Mutation</term>
<term>Spectrum</term>
</keywords>
<keywords scheme="Pascal" xml:lang="fr">
<term>De novo</term>
<term>Mutation</term>
<term>Autisme</term>
<term>Spectre</term>
<term>Homme</term>
</keywords>
<keywords scheme="Wicri" type="topic" xml:lang="fr">
<term>Homme</term>
</keywords>
</textClass>
</profileDesc>
</teiHeader>
<front>
<div type="abstract" xml:lang="en">Autism spectrum disorders (ASD) are believed to have genetic and environmental origins, yet in only a modest fraction of individuals can specific causes be identified
<sup>1,2</sup>
, To identify further genetic risk factors, here we assess the role of de novo mutations in ASD by sequencing the exomes of ASD cases and their parents (n = 175 trios). Fewer than half of the cases (46.3%) carry a missense or nonsense de novo variant, and the overall rate of mutation is only modestly higher than the expected rate. In contrast, the proteins encoded by genes that harboured de novo missense or nonsense mutations showed a higher degree of connectivity among themselves and to previous ASD genes
<sup>3</sup>
as indexed by protein-protein interaction screens. The small increase in the rate of de novo events, when taken together with the protein interaction results, are consistent with an important but limited role for de novo point mutations in ASD, similar to that documented for de novo copy number variants. Genetic models incorporating these data indicate that most of the observed de novo events are unconnected to ASD; those that do confer risk are distributed across many genes and are incompletely penetrant (that is, not necessarily sufficient for disease). Our results support polygenic models in which spontaneous coding mutations in any of a large number of genes increases risk by 5- to 20-fold. Despite the challenge posed by such models, results from de novo events and a large parallel case-control study provide strong evidence in favour of CHD8 and KATNAL2 as genuine autism risk factors.</div>
</front>
</TEI>
<affiliations>
<list>
<country>
<li>France</li>
<li>États-Unis</li>
</country>
<region>
<li>Illinois</li>
<li>Pennsylvanie</li>
<li>Texas</li>
<li>Île-de-France</li>
</region>
<settlement>
<li>Chicago</li>
<li>Houston</li>
<li>Paris</li>
<li>Pittsburgh</li>
</settlement>
<orgName>
<li>Baylor College of Medicine</li>
<li>Université Carnegie-Mellon</li>
<li>Université de l'Illinois à Chicago</li>
</orgName>
</list>
<tree>
<noCountry>
<name sortKey="Devlin, Bernie" sort="Devlin, Bernie" uniqKey="Devlin B" first="Bernie" last="Devlin">Bernie Devlin</name>
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<country name="États-Unis">
<noRegion>
<name sortKey="Neale, Benjamin M" sort="Neale, Benjamin M" uniqKey="Neale B" first="Benjamin M." last="Neale">Benjamin M. Neale</name>
</noRegion>
<name sortKey="Banks, Eric" sort="Banks, Eric" uniqKey="Banks E" first="Eric" last="Banks">Eric Banks</name>
<name sortKey="Boerwinkle, Eric" sort="Boerwinkle, Eric" uniqKey="Boerwinkle E" first="Eric" last="Boerwinkle">Eric Boerwinkle</name>
<name sortKey="Boerwinkle, Eric" sort="Boerwinkle, Eric" uniqKey="Boerwinkle E" first="Eric" last="Boerwinkle">Eric Boerwinkle</name>
<name sortKey="Boone, Braden E" sort="Boone, Braden E" uniqKey="Boone B" first="Braden E." last="Boone">Braden E. Boone</name>
<name sortKey="Buxbaum, Joseph D" sort="Buxbaum, Joseph D" uniqKey="Buxbaum J" first="Joseph D." last="Buxbaum">Joseph D. Buxbaum</name>
<name sortKey="Buxbaum, Joseph D" sort="Buxbaum, Joseph D" uniqKey="Buxbaum J" first="Joseph D." last="Buxbaum">Joseph D. Buxbaum</name>
<name sortKey="Buxbaum, Joseph D" sort="Buxbaum, Joseph D" uniqKey="Buxbaum J" first="Joseph D." last="Buxbaum">Joseph D. Buxbaum</name>
<name sortKey="Buxbaum, Joseph D" sort="Buxbaum, Joseph D" uniqKey="Buxbaum J" first="Joseph D." last="Buxbaum">Joseph D. Buxbaum</name>
<name sortKey="Campbell, Nicholas G" sort="Campbell, Nicholas G" uniqKey="Campbell N" first="Nicholas G." last="Campbell">Nicholas G. Campbell</name>
<name sortKey="Cook, Edwin H Jr" sort="Cook, Edwin H Jr" uniqKey="Cook E" first="Edwin H. Jr" last="Cook">Edwin H. Jr Cook</name>
<name sortKey="Crawford, Emily L" sort="Crawford, Emily L" uniqKey="Crawford E" first="Emily L." last="Crawford">Emily L. Crawford</name>
<name sortKey="Daly, Mark J" sort="Daly, Mark J" uniqKey="Daly M" first="Mark J." last="Daly">Mark J. Daly</name>
<name sortKey="Daly, Mark J" sort="Daly, Mark J" uniqKey="Daly M" first="Mark J." last="Daly">Mark J. Daly</name>
<name sortKey="Dannenfelser, Ruth" sort="Dannenfelser, Ruth" uniqKey="Dannenfelser R" first="Ruth" last="Dannenfelser">Ruth Dannenfelser</name>
<name sortKey="Depristo, Mark" sort="Depristo, Mark" uniqKey="Depristo M" first="Mark" last="Depristo">Mark Depristo</name>
<name sortKey="Fennell, Tim" sort="Fennell, Tim" uniqKey="Fennell T" first="Tim" last="Fennell">Tim Fennell</name>
<name sortKey="Flannick, Jason" sort="Flannick, Jason" uniqKey="Flannick J" first="Jason" last="Flannick">Jason Flannick</name>
<name sortKey="Fromer, Menachem" sort="Fromer, Menachem" uniqKey="Fromer M" first="Menachem" last="Fromer">Menachem Fromer</name>
<name sortKey="Fromer, Menachem" sort="Fromer, Menachem" uniqKey="Fromer M" first="Menachem" last="Fromer">Menachem Fromer</name>
<name sortKey="Gabriel, Stacey" sort="Gabriel, Stacey" uniqKey="Gabriel S" first="Stacey" last="Gabriel">Stacey Gabriel</name>
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<name sortKey="Guiqing Cai" sort="Guiqing Cai" uniqKey="Guiqing Cai" last="Guiqing Cai">GUIQING CAI</name>
<name sortKey="Guiqing Cai" sort="Guiqing Cai" uniqKey="Guiqing Cai" last="Guiqing Cai">GUIQING CAI</name>
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<name sortKey="Kirby, Andrew" sort="Kirby, Andrew" uniqKey="Kirby A" first="Andrew" last="Kirby">Andrew Kirby</name>
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<name sortKey="Lewis, Lora" sort="Lewis, Lora" uniqKey="Lewis L" first="Lora" last="Lewis">Lora Lewis</name>
<name sortKey="Li Liu" sort="Li Liu" uniqKey="Li Liu" last="Li Liu">LI LIU</name>
<name sortKey="Lihm, Jayon" sort="Lihm, Jayon" uniqKey="Lihm J" first="Jayon" last="Lihm">Jayon Lihm</name>
<name sortKey="Lihm, Jayon" sort="Lihm, Jayon" uniqKey="Lihm J" first="Jayon" last="Lihm">Jayon Lihm</name>
<name sortKey="Lim, Elaine" sort="Lim, Elaine" uniqKey="Lim E" first="Elaine" last="Lim">Elaine Lim</name>
<name sortKey="Lim, Elaine" sort="Lim, Elaine" uniqKey="Lim E" first="Elaine" last="Lim">Elaine Lim</name>
<name sortKey="Lin, Chiao Feng" sort="Lin, Chiao Feng" uniqKey="Lin C" first="Chiao-Feng" last="Lin">Chiao-Feng Lin</name>
<name sortKey="Liul, Han" sort="Liul, Han" uniqKey="Liul H" first="Han" last="Liul">Han Liul</name>
<name sortKey="Ma Ayan, Avi" sort="Ma Ayan, Avi" uniqKey="Ma Ayan A" first="Avi" last="Ma'Ayan">Avi Ma'Ayan</name>
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<name sortKey="Makarov, Vladimir" sort="Makarov, Vladimir" uniqKey="Makarov V" first="Vladimir" last="Makarov">Vladimir Makarov</name>
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<name sortKey="Nagaswamy, Uma" sort="Nagaswamy, Uma" uniqKey="Nagaswamy U" first="Uma" last="Nagaswamy">Uma Nagaswamy</name>
<name sortKey="Neale, Benjamin M" sort="Neale, Benjamin M" uniqKey="Neale B" first="Benjamin M." last="Neale">Benjamin M. Neale</name>
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<name sortKey="Peralta, Zuleyma" sort="Peralta, Zuleyma" uniqKey="Peralta Z" first="Zuleyma" last="Peralta">Zuleyma Peralta</name>
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<name sortKey="Polak, Paz" sort="Polak, Paz" uniqKey="Polak P" first="Paz" last="Polak">Paz Polak</name>
<name sortKey="Poplin, Ryan" sort="Poplin, Ryan" uniqKey="Poplin R" first="Ryan" last="Poplin">Ryan Poplin</name>
<name sortKey="Reid, Jeffrey G" sort="Reid, Jeffrey G" uniqKey="Reid J" first="Jeffrey G." last="Reid">Jeffrey G. Reid</name>
<name sortKey="Roeder, Kathryn" sort="Roeder, Kathryn" uniqKey="Roeder K" first="Kathryn" last="Roeder">Kathryn Roeder</name>
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<name sortKey="Rossin, Elizabeth" sort="Rossin, Elizabeth" uniqKey="Rossin E" first="Elizabeth" last="Rossin">Elizabeth Rossin</name>
<name sortKey="Sabo, Aniko" sort="Sabo, Aniko" uniqKey="Sabo A" first="Aniko" last="Sabo">Aniko Sabo</name>
<name sortKey="Samocha, Kaitlin E" sort="Samocha, Kaitlin E" uniqKey="Samocha K" first="Kaitlin E." last="Samocha">Kaitlin E. Samocha</name>
<name sortKey="Samocha, Kaitlin E" sort="Samocha, Kaitlin E" uniqKey="Samocha K" first="Kaitlin E." last="Samocha">Kaitlin E. Samocha</name>
<name sortKey="Schafer, Chad" sort="Schafer, Chad" uniqKey="Schafer C" first="Chad" last="Schafer">Chad Schafer</name>
<name sortKey="Schellenberg, Gerard D" sort="Schellenberg, Gerard D" uniqKey="Schellenberg G" first="Gerard D." last="Schellenberg">Gerard D. Schellenberg</name>
<name sortKey="Shakir, Khalid" sort="Shakir, Khalid" uniqKey="Shakir K" first="Khalid" last="Shakir">Khalid Shakir</name>
<name sortKey="Stevens, Christine" sort="Stevens, Christine" uniqKey="Stevens C" first="Christine" last="Stevens">Christine Stevens</name>
<name sortKey="Sunyaev, Shamil" sort="Sunyaev, Shamil" uniqKey="Sunyaev S" first="Shamil" last="Sunyaev">Shamil Sunyaev</name>
<name sortKey="Sunyaev, Shamil" sort="Sunyaev, Shamil" uniqKey="Sunyaev S" first="Shamil" last="Sunyaev">Shamil Sunyaev</name>
<name sortKey="Sutcliffe, James S" sort="Sutcliffe, James S" uniqKey="Sutcliffe J" first="James S." last="Sutcliffe">James S. Sutcliffe</name>
<name sortKey="Tuo Zhao" sort="Tuo Zhao" uniqKey="Tuo Zhao" last="Tuo Zhao">TUO ZHAO</name>
<name sortKey="Valladares, Otto" sort="Valladares, Otto" uniqKey="Valladares O" first="Otto" last="Valladares">Otto Valladares</name>
<name sortKey="Voight, Benjamin F" sort="Voight, Benjamin F" uniqKey="Voight B" first="Benjamin F." last="Voight">Benjamin F. Voight</name>
<name sortKey="Voight, Benjamin F" sort="Voight, Benjamin F" uniqKey="Voight B" first="Benjamin F." last="Voight">Benjamin F. Voight</name>
<name sortKey="Wang, Li San" sort="Wang, Li San" uniqKey="Wang L" first="Li-San" last="Wang">Li-San Wang</name>
<name sortKey="Wimbish, Jack R" sort="Wimbish, Jack R" uniqKey="Wimbish J" first="Jack R." last="Wimbish">Jack R. Wimbish</name>
<name sortKey="Yan Kou" sort="Yan Kou" uniqKey="Yan Kou" last="Yan Kou">YAN KOU</name>
<name sortKey="Yan Kou" sort="Yan Kou" uniqKey="Yan Kou" last="Yan Kou">YAN KOU</name>
<name sortKey="Yi Han" sort="Yi Han" uniqKey="Yi Han" last="Yi Han">YI HAN</name>
<name sortKey="Yoon, Seungtai" sort="Yoon, Seungtai" uniqKey="Yoon S" first="Seungtai" last="Yoon">Seungtai Yoon</name>
<name sortKey="Yoon, Seungtai" sort="Yoon, Seungtai" uniqKey="Yoon S" first="Seungtai" last="Yoon">Seungtai Yoon</name>
<name sortKey="Yuanqing Wu" sort="Yuanqing Wu" uniqKey="Yuanqing Wu" last="Yuanqing Wu">YUANQING WU</name>
</country>
<country name="France">
<region name="Île-de-France">
<name sortKey="Betancur, Catalina" sort="Betancur, Catalina" uniqKey="Betancur C" first="Catalina" last="Betancur">Catalina Betancur</name>
</region>
</country>
</tree>
</affiliations>
</record>

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