Large-Scale Exome Sequencing Study Implicates Both Developmental and Functional Changes in the Neurobiology of Autism

We present the largest exome sequencing study of autism spectrum disorder (ASD) to date (n = 35,584 total samples, 11,986 with ASD). Using an enhanced analytical framework to integrate de novo and case-control rare variation, we identify 102 risk genes at a false discovery rate of 0.1 or less. Of th...

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Veröffentlicht in:Cell 2020-02, Vol.180 (3), p.568-584.e23
Hauptverfasser: Satterstrom, F. Kyle, Breen, Michael S., Grove, Jakob, Klei, Lambertus, Xu, Xinyi, Norman, Utku, Brand, Harrison, Schwartz, Grace, Barbosa, Mafalda, Bybjerg-Grauholm, Jonas, Carracedo, Angel, Chiocchetti, Andreas G., Chung, Brian H.Y., Coon, Hilary, Cuccaro, Michael L., Dalla Bernardina, Bernardo, Domenici, Enrico, Dong, Shan, Freitag, Christine M., González-Peñas, Javier, Guter, Stephen, He, Xin, Herman, Gail E., Hertz-Picciotto, Irva, Hougaard, David M., Ionita-Laza, Iuliana, Jacob, Suma, Jamison, Jesslyn, Jugessur, Astanand, Kolevzon, Alexander, Kushima, Itaru, Lee, So Lun, Lehtimäki, Terho, Lim, Elaine T., Lipkin, W. Ian, Lopergolo, Diego, Lopes, Fátima, Ludena, Yunin, Maciel, Patricia, Meiri, Gal, Menashe, Idan, Miller, Judith, Montenegro, Eduarda M.S., Muglia, Pierandrea, Nordentoft, Merete, Ozaki, Norio, Palotie, Aarno, Parellada, Mara, Passos-Bueno, Maria Rita, Persico, Antonio M., Pessah, Isaac, Puura, Kaija, Renieri, Alessandra, Riberi, Evelise, Robinson, Elise B., Samocha, Kaitlin E., Sandin, Sven, Santangelo, Susan L., Schellenberg, Gerry, Scherer, Stephen W., Schmitt, Lauren, Silva, Isabela M.W., Singh, Tarjinder, Siper, Paige M., Soares, Gabriela, Susser, Ezra, Szatmari, Peter, Tang, Lara, Tassone, Flora, Teufel, Karoline, Trelles, Maria del Pilar, Werge, Thomas, Werling, Donna M., Wigdor, Emilie M., Yu, Mullin H.C., Zachi, Elaine, Agerbo, Esben, Als, Thomas Damm, Bækvad-Hansen, Marie, Belliveau, Rich, Cerrato, Felecia, Chambert, Kimberly, Churchhouse, Claire, Dumont, Ashley, Hansen, Christine S., Hauberg, Mads Engel, Hollegaard, Mads V., Howrigan, Daniel P., Maller, Julian, Mattheisen, Manuel, Moran, Jennifer, Pallesen, Jonatan, Poulsen, Jesper Buchhave, Ripke, Stephan, Gallagher, Louise, Gill, Michael, Zwick, Michael E., State, Matthew W., Daly, Mark J., Buxbaum, Joseph D.
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container_end_page 584.e23
container_issue 3
container_start_page 568
container_title Cell
container_volume 180
creator Satterstrom, F. Kyle
Breen, Michael S.
Grove, Jakob
Klei, Lambertus
Xu, Xinyi
Norman, Utku
Brand, Harrison
Schwartz, Grace
Barbosa, Mafalda
Bybjerg-Grauholm, Jonas
Carracedo, Angel
Chiocchetti, Andreas G.
Chung, Brian H.Y.
Coon, Hilary
Cuccaro, Michael L.
Dalla Bernardina, Bernardo
Domenici, Enrico
Dong, Shan
Freitag, Christine M.
González-Peñas, Javier
Guter, Stephen
He, Xin
Herman, Gail E.
Hertz-Picciotto, Irva
Hougaard, David M.
Ionita-Laza, Iuliana
Jacob, Suma
Jamison, Jesslyn
Jugessur, Astanand
Kolevzon, Alexander
Kushima, Itaru
Lee, So Lun
Lehtimäki, Terho
Lim, Elaine T.
Lipkin, W. Ian
Lopergolo, Diego
Lopes, Fátima
Ludena, Yunin
Maciel, Patricia
Meiri, Gal
Menashe, Idan
Miller, Judith
Montenegro, Eduarda M.S.
Muglia, Pierandrea
Nordentoft, Merete
Ozaki, Norio
Palotie, Aarno
Parellada, Mara
Passos-Bueno, Maria Rita
Persico, Antonio M.
Pessah, Isaac
Puura, Kaija
Renieri, Alessandra
Riberi, Evelise
Robinson, Elise B.
Samocha, Kaitlin E.
Sandin, Sven
Santangelo, Susan L.
Schellenberg, Gerry
Scherer, Stephen W.
Schmitt, Lauren
Silva, Isabela M.W.
Singh, Tarjinder
Siper, Paige M.
Soares, Gabriela
Susser, Ezra
Szatmari, Peter
Tang, Lara
Tassone, Flora
Teufel, Karoline
Trelles, Maria del Pilar
Werge, Thomas
Werling, Donna M.
Wigdor, Emilie M.
Yu, Mullin H.C.
Zachi, Elaine
Agerbo, Esben
Als, Thomas Damm
Bækvad-Hansen, Marie
Belliveau, Rich
Cerrato, Felecia
Chambert, Kimberly
Churchhouse, Claire
Dumont, Ashley
Hansen, Christine S.
Hauberg, Mads Engel
Hollegaard, Mads V.
Howrigan, Daniel P.
Maller, Julian
Mattheisen, Manuel
Moran, Jennifer
Pallesen, Jonatan
Poulsen, Jesper Buchhave
Ripke, Stephan
Gallagher, Louise
Gill, Michael
Zwick, Michael E.
State, Matthew W.
Daly, Mark J.
Buxbaum, Joseph D.
description We present the largest exome sequencing study of autism spectrum disorder (ASD) to date (n = 35,584 total samples, 11,986 with ASD). Using an enhanced analytical framework to integrate de novo and case-control rare variation, we identify 102 risk genes at a false discovery rate of 0.1 or less. Of these genes, 49 show higher frequencies of disruptive de novo variants in individuals ascertained to have severe neurodevelopmental delay, whereas 53 show higher frequencies in individuals ascertained to have ASD; comparing ASD cases with mutations in these groups reveals phenotypic differences. Expressed early in brain development, most risk genes have roles in regulation of gene expression or neuronal communication (i.e., mutations effect neurodevelopmental and neurophysiological changes), and 13 fall within loci recurrently hit by copy number variants. In cells from the human cortex, expression of risk genes is enriched in excitatory and inhibitory neuronal lineages, consistent with multiple paths to an excitatory-inhibitory imbalance underlying ASD. [Display omitted] •102 genes implicated in risk for autism spectrum disorder (ASD genes, FDR ≤ 0.1)•Most are expressed and enriched early in excitatory and inhibitory neuronal lineages•Most affect synapses or regulate other genes; how these roles dovetail is unknown•Some ASD genes alter early development broadly, others appear more specific to ASD Large-scale sequencing of patients with autism allows identification of over 100 putative ASD-associated genes, the majority of which are neuronally expressed, and investigation of distinct genetic influences on ASD compared with other neurodevelopmental disorders.
doi_str_mv 10.1016/j.cell.2019.12.036
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Kyle ; Breen, Michael S. ; Grove, Jakob ; Klei, Lambertus ; Xu, Xinyi ; Norman, Utku ; Brand, Harrison ; Schwartz, Grace ; Barbosa, Mafalda ; Bybjerg-Grauholm, Jonas ; Carracedo, Angel ; Chiocchetti, Andreas G. ; Chung, Brian H.Y. ; Coon, Hilary ; Cuccaro, Michael L. ; Dalla Bernardina, Bernardo ; Domenici, Enrico ; Dong, Shan ; Freitag, Christine M. ; González-Peñas, Javier ; Guter, Stephen ; He, Xin ; Herman, Gail E. ; Hertz-Picciotto, Irva ; Hougaard, David M. ; Ionita-Laza, Iuliana ; Jacob, Suma ; Jamison, Jesslyn ; Jugessur, Astanand ; Kolevzon, Alexander ; Kushima, Itaru ; Lee, So Lun ; Lehtimäki, Terho ; Lim, Elaine T. ; Lipkin, W. Ian ; Lopergolo, Diego ; Lopes, Fátima ; Ludena, Yunin ; Maciel, Patricia ; Meiri, Gal ; Menashe, Idan ; Miller, Judith ; Montenegro, Eduarda M.S. ; Muglia, Pierandrea ; Nordentoft, Merete ; Ozaki, Norio ; Palotie, Aarno ; Parellada, Mara ; Passos-Bueno, Maria Rita ; Persico, Antonio M. ; Pessah, Isaac ; Puura, Kaija ; Renieri, Alessandra ; Riberi, Evelise ; Robinson, Elise B. ; Samocha, Kaitlin E. ; Sandin, Sven ; Santangelo, Susan L. ; Schellenberg, Gerry ; Scherer, Stephen W. ; Schmitt, Lauren ; Silva, Isabela M.W. ; Singh, Tarjinder ; Siper, Paige M. ; Soares, Gabriela ; Susser, Ezra ; Szatmari, Peter ; Tang, Lara ; Tassone, Flora ; Teufel, Karoline ; Trelles, Maria del Pilar ; Werge, Thomas ; Werling, Donna M. ; Wigdor, Emilie M. ; Yu, Mullin H.C. ; Zachi, Elaine ; Agerbo, Esben ; Als, Thomas Damm ; Bækvad-Hansen, Marie ; Belliveau, Rich ; Cerrato, Felecia ; Chambert, Kimberly ; Churchhouse, Claire ; Dumont, Ashley ; Hansen, Christine S. ; Hauberg, Mads Engel ; Hollegaard, Mads V. ; Howrigan, Daniel P. ; Maller, Julian ; Mattheisen, Manuel ; Moran, Jennifer ; Pallesen, Jonatan ; Poulsen, Jesper Buchhave ; Ripke, Stephan ; Gallagher, Louise ; Gill, Michael ; Zwick, Michael E. ; State, Matthew W. ; Daly, Mark J. ; Buxbaum, Joseph D.</creator><creatorcontrib>Satterstrom, F. Kyle ; Breen, Michael S. ; Grove, Jakob ; Klei, Lambertus ; Xu, Xinyi ; Norman, Utku ; Brand, Harrison ; Schwartz, Grace ; Barbosa, Mafalda ; Bybjerg-Grauholm, Jonas ; Carracedo, Angel ; Chiocchetti, Andreas G. ; Chung, Brian H.Y. ; Coon, Hilary ; Cuccaro, Michael L. ; Dalla Bernardina, Bernardo ; Domenici, Enrico ; Dong, Shan ; Freitag, Christine M. ; González-Peñas, Javier ; Guter, Stephen ; He, Xin ; Herman, Gail E. ; Hertz-Picciotto, Irva ; Hougaard, David M. ; Ionita-Laza, Iuliana ; Jacob, Suma ; Jamison, Jesslyn ; Jugessur, Astanand ; Kolevzon, Alexander ; Kushima, Itaru ; Lee, So Lun ; Lehtimäki, Terho ; Lim, Elaine T. ; Lipkin, W. Ian ; Lopergolo, Diego ; Lopes, Fátima ; Ludena, Yunin ; Maciel, Patricia ; Meiri, Gal ; Menashe, Idan ; Miller, Judith ; Montenegro, Eduarda M.S. ; Muglia, Pierandrea ; Nordentoft, Merete ; Ozaki, Norio ; Palotie, Aarno ; Parellada, Mara ; Passos-Bueno, Maria Rita ; Persico, Antonio M. ; Pessah, Isaac ; Puura, Kaija ; Renieri, Alessandra ; Riberi, Evelise ; Robinson, Elise B. ; Samocha, Kaitlin E. ; Sandin, Sven ; Santangelo, Susan L. ; Schellenberg, Gerry ; Scherer, Stephen W. ; Schmitt, Lauren ; Silva, Isabela M.W. ; Singh, Tarjinder ; Siper, Paige M. ; Soares, Gabriela ; Susser, Ezra ; Szatmari, Peter ; Tang, Lara ; Tassone, Flora ; Teufel, Karoline ; Trelles, Maria del Pilar ; Werge, Thomas ; Werling, Donna M. ; Wigdor, Emilie M. ; Yu, Mullin H.C. ; Zachi, Elaine ; Agerbo, Esben ; Als, Thomas Damm ; Bækvad-Hansen, Marie ; Belliveau, Rich ; Cerrato, Felecia ; Chambert, Kimberly ; Churchhouse, Claire ; Dumont, Ashley ; Hansen, Christine S. ; Hauberg, Mads Engel ; Hollegaard, Mads V. ; Howrigan, Daniel P. ; Maller, Julian ; Mattheisen, Manuel ; Moran, Jennifer ; Pallesen, Jonatan ; Poulsen, Jesper Buchhave ; Ripke, Stephan ; Gallagher, Louise ; Gill, Michael ; Zwick, Michael E. ; State, Matthew W. ; Daly, Mark J. ; Buxbaum, Joseph D. ; Autism Sequencing Consortium ; iPSYCH-Broad Consortium</creatorcontrib><description>We present the largest exome sequencing study of autism spectrum disorder (ASD) to date (n = 35,584 total samples, 11,986 with ASD). Using an enhanced analytical framework to integrate de novo and case-control rare variation, we identify 102 risk genes at a false discovery rate of 0.1 or less. Of these genes, 49 show higher frequencies of disruptive de novo variants in individuals ascertained to have severe neurodevelopmental delay, whereas 53 show higher frequencies in individuals ascertained to have ASD; comparing ASD cases with mutations in these groups reveals phenotypic differences. Expressed early in brain development, most risk genes have roles in regulation of gene expression or neuronal communication (i.e., mutations effect neurodevelopmental and neurophysiological changes), and 13 fall within loci recurrently hit by copy number variants. In cells from the human cortex, expression of risk genes is enriched in excitatory and inhibitory neuronal lineages, consistent with multiple paths to an excitatory-inhibitory imbalance underlying ASD. [Display omitted] •102 genes implicated in risk for autism spectrum disorder (ASD genes, FDR ≤ 0.1)•Most are expressed and enriched early in excitatory and inhibitory neuronal lineages•Most affect synapses or regulate other genes; how these roles dovetail is unknown•Some ASD genes alter early development broadly, others appear more specific to ASD Large-scale sequencing of patients with autism allows identification of over 100 putative ASD-associated genes, the majority of which are neuronally expressed, and investigation of distinct genetic influences on ASD compared with other neurodevelopmental disorders.</description><identifier>ISSN: 0092-8674</identifier><identifier>EISSN: 1097-4172</identifier><identifier>DOI: 10.1016/j.cell.2019.12.036</identifier><identifier>PMID: 31981491</identifier><language>eng</language><publisher>United States: Elsevier Inc</publisher><subject>autism spectrum disorder ; Autistic Disorder ; Autistic Disorder - genetics ; Case-Control Studies ; Cell Lineage ; cell type ; Cerebral Cortex ; Cerebral Cortex - growth &amp; development ; Cohort Studies ; cytoskeleton ; excitatory neurons ; excitatory-inhibitory balance ; Exome ; exome sequencing ; Exome Sequencing - methods ; Female ; Gene Expression Regulation, Developmental ; Gene Frequency ; Genetic Predisposition to Disease ; Genetics ; Humans ; inhibitory neurons ; liability ; Life Sciences ; Male ; Mutation, Missense ; Neurobiology ; Neurobiology - methods ; neurodevelopment ; Neurons ; Neurons - metabolism ; Phenotype ; Sex Factors ; Single-Cell Analysis ; Single-Cell Analysis - methods ; Whole Exome Sequencing</subject><ispartof>Cell, 2020-02, Vol.180 (3), p.568-584.e23</ispartof><rights>2020 Elsevier Inc.</rights><rights>Copyright © 2020 Elsevier Inc. All rights reserved.</rights><rights>Distributed under a Creative Commons Attribution 4.0 International License</rights><lds50>peer_reviewed</lds50><oa>free_for_read</oa><woscitedreferencessubscribed>false</woscitedreferencessubscribed><citedby>FETCH-LOGICAL-c530t-eb96c5bf4bcbbda05953a96b3290c2104cd88cfd8d24e3c2fd237f42238c2a833</citedby><cites>FETCH-LOGICAL-c530t-eb96c5bf4bcbbda05953a96b3290c2104cd88cfd8d24e3c2fd237f42238c2a833</cites><orcidid>0000-0002-3327-4804</orcidid></display><links><openurl>$$Topenurl_article</openurl><openurlfulltext>$$Topenurlfull_article</openurlfulltext><thumbnail>$$Tsyndetics_thumb_exl</thumbnail><linktohtml>$$Uhttps://www.sciencedirect.com/science/article/pii/S0092867419313984$$EHTML$$P50$$Gelsevier$$H</linktohtml><link.rule.ids>230,314,550,776,780,881,3537,27901,27902,65534</link.rule.ids><backlink>$$Uhttps://www.ncbi.nlm.nih.gov/pubmed/31981491$$D View this record in MEDLINE/PubMed$$Hfree_for_read</backlink><backlink>$$Uhttps://inserm.hal.science/inserm-03135343$$DView record in HAL$$Hfree_for_read</backlink><backlink>$$Uhttp://kipublications.ki.se/Default.aspx?queryparsed=id:142943094$$DView record from Swedish Publication Index$$Hfree_for_read</backlink></links><search><creatorcontrib>Satterstrom, F. Kyle</creatorcontrib><creatorcontrib>Breen, Michael S.</creatorcontrib><creatorcontrib>Grove, Jakob</creatorcontrib><creatorcontrib>Klei, Lambertus</creatorcontrib><creatorcontrib>Xu, Xinyi</creatorcontrib><creatorcontrib>Norman, Utku</creatorcontrib><creatorcontrib>Brand, Harrison</creatorcontrib><creatorcontrib>Schwartz, Grace</creatorcontrib><creatorcontrib>Barbosa, Mafalda</creatorcontrib><creatorcontrib>Bybjerg-Grauholm, Jonas</creatorcontrib><creatorcontrib>Carracedo, Angel</creatorcontrib><creatorcontrib>Chiocchetti, Andreas G.</creatorcontrib><creatorcontrib>Chung, Brian H.Y.</creatorcontrib><creatorcontrib>Coon, Hilary</creatorcontrib><creatorcontrib>Cuccaro, Michael L.</creatorcontrib><creatorcontrib>Dalla Bernardina, Bernardo</creatorcontrib><creatorcontrib>Domenici, Enrico</creatorcontrib><creatorcontrib>Dong, Shan</creatorcontrib><creatorcontrib>Freitag, Christine M.</creatorcontrib><creatorcontrib>González-Peñas, Javier</creatorcontrib><creatorcontrib>Guter, Stephen</creatorcontrib><creatorcontrib>He, Xin</creatorcontrib><creatorcontrib>Herman, Gail E.</creatorcontrib><creatorcontrib>Hertz-Picciotto, Irva</creatorcontrib><creatorcontrib>Hougaard, David M.</creatorcontrib><creatorcontrib>Ionita-Laza, Iuliana</creatorcontrib><creatorcontrib>Jacob, Suma</creatorcontrib><creatorcontrib>Jamison, Jesslyn</creatorcontrib><creatorcontrib>Jugessur, Astanand</creatorcontrib><creatorcontrib>Kolevzon, Alexander</creatorcontrib><creatorcontrib>Kushima, Itaru</creatorcontrib><creatorcontrib>Lee, So Lun</creatorcontrib><creatorcontrib>Lehtimäki, Terho</creatorcontrib><creatorcontrib>Lim, Elaine T.</creatorcontrib><creatorcontrib>Lipkin, W. 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Using an enhanced analytical framework to integrate de novo and case-control rare variation, we identify 102 risk genes at a false discovery rate of 0.1 or less. Of these genes, 49 show higher frequencies of disruptive de novo variants in individuals ascertained to have severe neurodevelopmental delay, whereas 53 show higher frequencies in individuals ascertained to have ASD; comparing ASD cases with mutations in these groups reveals phenotypic differences. Expressed early in brain development, most risk genes have roles in regulation of gene expression or neuronal communication (i.e., mutations effect neurodevelopmental and neurophysiological changes), and 13 fall within loci recurrently hit by copy number variants. In cells from the human cortex, expression of risk genes is enriched in excitatory and inhibitory neuronal lineages, consistent with multiple paths to an excitatory-inhibitory imbalance underlying ASD. [Display omitted] •102 genes implicated in risk for autism spectrum disorder (ASD genes, FDR ≤ 0.1)•Most are expressed and enriched early in excitatory and inhibitory neuronal lineages•Most affect synapses or regulate other genes; how these roles dovetail is unknown•Some ASD genes alter early development broadly, others appear more specific to ASD Large-scale sequencing of patients with autism allows identification of over 100 putative ASD-associated genes, the majority of which are neuronally expressed, and investigation of distinct genetic influences on ASD compared with other neurodevelopmental disorders.</description><subject>autism spectrum disorder</subject><subject>Autistic Disorder</subject><subject>Autistic Disorder - genetics</subject><subject>Case-Control Studies</subject><subject>Cell Lineage</subject><subject>cell type</subject><subject>Cerebral Cortex</subject><subject>Cerebral Cortex - growth &amp; development</subject><subject>Cohort Studies</subject><subject>cytoskeleton</subject><subject>excitatory neurons</subject><subject>excitatory-inhibitory balance</subject><subject>Exome</subject><subject>exome sequencing</subject><subject>Exome Sequencing - methods</subject><subject>Female</subject><subject>Gene Expression Regulation, Developmental</subject><subject>Gene Frequency</subject><subject>Genetic Predisposition to Disease</subject><subject>Genetics</subject><subject>Humans</subject><subject>inhibitory neurons</subject><subject>liability</subject><subject>Life Sciences</subject><subject>Male</subject><subject>Mutation, Missense</subject><subject>Neurobiology</subject><subject>Neurobiology - methods</subject><subject>neurodevelopment</subject><subject>Neurons</subject><subject>Neurons - metabolism</subject><subject>Phenotype</subject><subject>Sex Factors</subject><subject>Single-Cell Analysis</subject><subject>Single-Cell Analysis - methods</subject><subject>Whole Exome Sequencing</subject><issn>0092-8674</issn><issn>1097-4172</issn><fulltext>true</fulltext><rsrctype>article</rsrctype><creationdate>2020</creationdate><recordtype>article</recordtype><sourceid>EIF</sourceid><sourceid>D8T</sourceid><recordid>eNp9kkuP0zAUhSMEYjoDf4AF8pIFCX4msYSQSplhRqpgUVhbjnPTuiR2sZNC__24ahkxLFj5cb9zrq6Ps-wVwQXBpHy3LQz0fUExkQWhBWblk2xGsKxyTir6NJthLGlelxW_yC5j3GKMayHE8-yCEVkTLsksm5Y6rCFfGd0Duv7tB0Ar-DmBM9at0Wqc2gO6G3a9NXqEiD76cYM-wR56vxvAjbpH2rXoZnJmtN6l42Kj3TqR1qFxA-gLTME31vd-fUC-Q_NptHF4kT3rdB_h5Xm9yr7fXH9b3ObLr5_vFvNlbgTDYw6NLI1oOt6Ypmk1FlIwLcuGUYkNJZibtq5N19Yt5cAM7VrKqo5TympDdc3YVZaffOMv2E2N2gU76HBQXlt1vvqRdqB4xTGhif9w4lNlgNakCYPuH8keV5zdqLXfq4oKzGuRDN6eDDb_yG7nS2VdhDAozAgTjLM9Sfibc7_g06PHUQ02HkPVDvwUFWVcCFxLeRyFnlATfIwBugd7gtXxO6itOirV8TsoQlObMole_z3Pg-RP_gl4fwIgpbC3EFQ0NoUPrQ1gRtV6-z__e0yAyUs</recordid><startdate>20200206</startdate><enddate>20200206</enddate><creator>Satterstrom, F. 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Ian</creator><creator>Lopergolo, Diego</creator><creator>Lopes, Fátima</creator><creator>Ludena, Yunin</creator><creator>Maciel, Patricia</creator><creator>Meiri, Gal</creator><creator>Menashe, Idan</creator><creator>Miller, Judith</creator><creator>Montenegro, Eduarda M.S.</creator><creator>Muglia, Pierandrea</creator><creator>Nordentoft, Merete</creator><creator>Ozaki, Norio</creator><creator>Palotie, Aarno</creator><creator>Parellada, Mara</creator><creator>Passos-Bueno, Maria Rita</creator><creator>Persico, Antonio M.</creator><creator>Pessah, Isaac</creator><creator>Puura, Kaija</creator><creator>Renieri, Alessandra</creator><creator>Riberi, Evelise</creator><creator>Robinson, Elise B.</creator><creator>Samocha, Kaitlin E.</creator><creator>Sandin, Sven</creator><creator>Santangelo, Susan L.</creator><creator>Schellenberg, Gerry</creator><creator>Scherer, Stephen W.</creator><creator>Schmitt, Lauren</creator><creator>Silva, Isabela M.W.</creator><creator>Singh, Tarjinder</creator><creator>Siper, Paige M.</creator><creator>Soares, Gabriela</creator><creator>Susser, Ezra</creator><creator>Szatmari, Peter</creator><creator>Tang, Lara</creator><creator>Tassone, Flora</creator><creator>Teufel, Karoline</creator><creator>Trelles, Maria del Pilar</creator><creator>Werge, Thomas</creator><creator>Werling, Donna M.</creator><creator>Wigdor, Emilie M.</creator><creator>Yu, Mullin H.C.</creator><creator>Zachi, Elaine</creator><creator>Agerbo, Esben</creator><creator>Als, Thomas Damm</creator><creator>Bækvad-Hansen, Marie</creator><creator>Belliveau, Rich</creator><creator>Cerrato, Felecia</creator><creator>Chambert, Kimberly</creator><creator>Churchhouse, Claire</creator><creator>Dumont, Ashley</creator><creator>Hansen, Christine S.</creator><creator>Hauberg, Mads Engel</creator><creator>Hollegaard, Mads V.</creator><creator>Howrigan, Daniel P.</creator><creator>Maller, Julian</creator><creator>Mattheisen, Manuel</creator><creator>Moran, Jennifer</creator><creator>Pallesen, Jonatan</creator><creator>Poulsen, Jesper Buchhave</creator><creator>Ripke, Stephan</creator><creator>Gallagher, Louise</creator><creator>Gill, Michael</creator><creator>Zwick, Michael E.</creator><creator>State, Matthew W.</creator><creator>Daly, Mark J.</creator><creator>Buxbaum, Joseph D.</creator><general>Elsevier Inc</general><general>Elsevier</general><scope>CGR</scope><scope>CUY</scope><scope>CVF</scope><scope>ECM</scope><scope>EIF</scope><scope>NPM</scope><scope>AAYXX</scope><scope>CITATION</scope><scope>7X8</scope><scope>1XC</scope><scope>VOOES</scope><scope>5PM</scope><scope>ADTPV</scope><scope>AOWAS</scope><scope>D8T</scope><scope>ZZAVC</scope><orcidid>https://orcid.org/0000-0002-3327-4804</orcidid></search><sort><creationdate>20200206</creationdate><title>Large-Scale Exome Sequencing Study Implicates Both Developmental and Functional Changes in the Neurobiology of Autism</title><author>Satterstrom, F. Kyle ; Breen, Michael S. ; Grove, Jakob ; Klei, Lambertus ; Xu, Xinyi ; Norman, Utku ; Brand, Harrison ; Schwartz, Grace ; Barbosa, Mafalda ; Bybjerg-Grauholm, Jonas ; Carracedo, Angel ; Chiocchetti, Andreas G. ; Chung, Brian H.Y. ; Coon, Hilary ; Cuccaro, Michael L. ; Dalla Bernardina, Bernardo ; Domenici, Enrico ; Dong, Shan ; Freitag, Christine M. ; González-Peñas, Javier ; Guter, Stephen ; He, Xin ; Herman, Gail E. ; Hertz-Picciotto, Irva ; Hougaard, David M. ; Ionita-Laza, Iuliana ; Jacob, Suma ; Jamison, Jesslyn ; Jugessur, Astanand ; Kolevzon, Alexander ; Kushima, Itaru ; Lee, So Lun ; Lehtimäki, Terho ; Lim, Elaine T. ; Lipkin, W. Ian ; Lopergolo, Diego ; Lopes, Fátima ; Ludena, Yunin ; Maciel, Patricia ; Meiri, Gal ; Menashe, Idan ; Miller, Judith ; Montenegro, Eduarda M.S. ; Muglia, Pierandrea ; Nordentoft, Merete ; Ozaki, Norio ; Palotie, Aarno ; Parellada, Mara ; Passos-Bueno, Maria Rita ; Persico, Antonio M. ; Pessah, Isaac ; Puura, Kaija ; Renieri, Alessandra ; Riberi, Evelise ; Robinson, Elise B. ; Samocha, Kaitlin E. ; Sandin, Sven ; Santangelo, Susan L. ; Schellenberg, Gerry ; Scherer, Stephen W. ; Schmitt, Lauren ; Silva, Isabela M.W. ; Singh, Tarjinder ; Siper, Paige M. ; Soares, Gabriela ; Susser, Ezra ; Szatmari, Peter ; Tang, Lara ; Tassone, Flora ; Teufel, Karoline ; Trelles, Maria del Pilar ; Werge, Thomas ; Werling, Donna M. ; Wigdor, Emilie M. ; Yu, Mullin H.C. ; Zachi, Elaine ; Agerbo, Esben ; Als, Thomas Damm ; Bækvad-Hansen, Marie ; Belliveau, Rich ; Cerrato, Felecia ; Chambert, Kimberly ; Churchhouse, Claire ; Dumont, Ashley ; Hansen, Christine S. ; Hauberg, Mads Engel ; Hollegaard, Mads V. ; Howrigan, Daniel P. ; Maller, Julian ; Mattheisen, Manuel ; Moran, Jennifer ; Pallesen, Jonatan ; Poulsen, Jesper Buchhave ; Ripke, Stephan ; Gallagher, Louise ; Gill, Michael ; Zwick, Michael E. ; State, Matthew W. ; Daly, Mark J. ; Buxbaum, Joseph D.</author></sort><facets><frbrtype>5</frbrtype><frbrgroupid>cdi_FETCH-LOGICAL-c530t-eb96c5bf4bcbbda05953a96b3290c2104cd88cfd8d24e3c2fd237f42238c2a833</frbrgroupid><rsrctype>articles</rsrctype><prefilter>articles</prefilter><language>eng</language><creationdate>2020</creationdate><topic>autism spectrum disorder</topic><topic>Autistic Disorder</topic><topic>Autistic Disorder - genetics</topic><topic>Case-Control Studies</topic><topic>Cell Lineage</topic><topic>cell type</topic><topic>Cerebral Cortex</topic><topic>Cerebral Cortex - growth &amp; development</topic><topic>Cohort Studies</topic><topic>cytoskeleton</topic><topic>excitatory neurons</topic><topic>excitatory-inhibitory balance</topic><topic>Exome</topic><topic>exome sequencing</topic><topic>Exome Sequencing - methods</topic><topic>Female</topic><topic>Gene Expression Regulation, Developmental</topic><topic>Gene Frequency</topic><topic>Genetic Predisposition to Disease</topic><topic>Genetics</topic><topic>Humans</topic><topic>inhibitory neurons</topic><topic>liability</topic><topic>Life Sciences</topic><topic>Male</topic><topic>Mutation, Missense</topic><topic>Neurobiology</topic><topic>Neurobiology - methods</topic><topic>neurodevelopment</topic><topic>Neurons</topic><topic>Neurons - metabolism</topic><topic>Phenotype</topic><topic>Sex Factors</topic><topic>Single-Cell Analysis</topic><topic>Single-Cell Analysis - methods</topic><topic>Whole Exome Sequencing</topic><toplevel>peer_reviewed</toplevel><toplevel>online_resources</toplevel><creatorcontrib>Satterstrom, F. Kyle</creatorcontrib><creatorcontrib>Breen, Michael S.</creatorcontrib><creatorcontrib>Grove, Jakob</creatorcontrib><creatorcontrib>Klei, Lambertus</creatorcontrib><creatorcontrib>Xu, Xinyi</creatorcontrib><creatorcontrib>Norman, Utku</creatorcontrib><creatorcontrib>Brand, Harrison</creatorcontrib><creatorcontrib>Schwartz, Grace</creatorcontrib><creatorcontrib>Barbosa, Mafalda</creatorcontrib><creatorcontrib>Bybjerg-Grauholm, Jonas</creatorcontrib><creatorcontrib>Carracedo, Angel</creatorcontrib><creatorcontrib>Chiocchetti, Andreas G.</creatorcontrib><creatorcontrib>Chung, Brian H.Y.</creatorcontrib><creatorcontrib>Coon, Hilary</creatorcontrib><creatorcontrib>Cuccaro, Michael L.</creatorcontrib><creatorcontrib>Dalla Bernardina, Bernardo</creatorcontrib><creatorcontrib>Domenici, Enrico</creatorcontrib><creatorcontrib>Dong, Shan</creatorcontrib><creatorcontrib>Freitag, Christine M.</creatorcontrib><creatorcontrib>González-Peñas, Javier</creatorcontrib><creatorcontrib>Guter, Stephen</creatorcontrib><creatorcontrib>He, Xin</creatorcontrib><creatorcontrib>Herman, Gail E.</creatorcontrib><creatorcontrib>Hertz-Picciotto, Irva</creatorcontrib><creatorcontrib>Hougaard, David M.</creatorcontrib><creatorcontrib>Ionita-Laza, Iuliana</creatorcontrib><creatorcontrib>Jacob, Suma</creatorcontrib><creatorcontrib>Jamison, Jesslyn</creatorcontrib><creatorcontrib>Jugessur, Astanand</creatorcontrib><creatorcontrib>Kolevzon, Alexander</creatorcontrib><creatorcontrib>Kushima, Itaru</creatorcontrib><creatorcontrib>Lee, So Lun</creatorcontrib><creatorcontrib>Lehtimäki, Terho</creatorcontrib><creatorcontrib>Lim, Elaine T.</creatorcontrib><creatorcontrib>Lipkin, W. 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Kyle</au><au>Breen, Michael S.</au><au>Grove, Jakob</au><au>Klei, Lambertus</au><au>Xu, Xinyi</au><au>Norman, Utku</au><au>Brand, Harrison</au><au>Schwartz, Grace</au><au>Barbosa, Mafalda</au><au>Bybjerg-Grauholm, Jonas</au><au>Carracedo, Angel</au><au>Chiocchetti, Andreas G.</au><au>Chung, Brian H.Y.</au><au>Coon, Hilary</au><au>Cuccaro, Michael L.</au><au>Dalla Bernardina, Bernardo</au><au>Domenici, Enrico</au><au>Dong, Shan</au><au>Freitag, Christine M.</au><au>González-Peñas, Javier</au><au>Guter, Stephen</au><au>He, Xin</au><au>Herman, Gail E.</au><au>Hertz-Picciotto, Irva</au><au>Hougaard, David M.</au><au>Ionita-Laza, Iuliana</au><au>Jacob, Suma</au><au>Jamison, Jesslyn</au><au>Jugessur, Astanand</au><au>Kolevzon, Alexander</au><au>Kushima, Itaru</au><au>Lee, So Lun</au><au>Lehtimäki, Terho</au><au>Lim, Elaine T.</au><au>Lipkin, W. Ian</au><au>Lopergolo, Diego</au><au>Lopes, Fátima</au><au>Ludena, Yunin</au><au>Maciel, Patricia</au><au>Meiri, Gal</au><au>Menashe, Idan</au><au>Miller, Judith</au><au>Montenegro, Eduarda M.S.</au><au>Muglia, Pierandrea</au><au>Nordentoft, Merete</au><au>Ozaki, Norio</au><au>Palotie, Aarno</au><au>Parellada, Mara</au><au>Passos-Bueno, Maria Rita</au><au>Persico, Antonio M.</au><au>Pessah, Isaac</au><au>Puura, Kaija</au><au>Renieri, Alessandra</au><au>Riberi, Evelise</au><au>Robinson, Elise B.</au><au>Samocha, Kaitlin E.</au><au>Sandin, Sven</au><au>Santangelo, Susan L.</au><au>Schellenberg, Gerry</au><au>Scherer, Stephen W.</au><au>Schmitt, Lauren</au><au>Silva, Isabela M.W.</au><au>Singh, Tarjinder</au><au>Siper, Paige M.</au><au>Soares, Gabriela</au><au>Susser, Ezra</au><au>Szatmari, Peter</au><au>Tang, Lara</au><au>Tassone, Flora</au><au>Teufel, Karoline</au><au>Trelles, Maria del Pilar</au><au>Werge, Thomas</au><au>Werling, Donna M.</au><au>Wigdor, Emilie M.</au><au>Yu, Mullin H.C.</au><au>Zachi, Elaine</au><au>Agerbo, Esben</au><au>Als, Thomas Damm</au><au>Bækvad-Hansen, Marie</au><au>Belliveau, Rich</au><au>Cerrato, Felecia</au><au>Chambert, Kimberly</au><au>Churchhouse, Claire</au><au>Dumont, Ashley</au><au>Hansen, Christine S.</au><au>Hauberg, Mads Engel</au><au>Hollegaard, Mads V.</au><au>Howrigan, Daniel P.</au><au>Maller, Julian</au><au>Mattheisen, Manuel</au><au>Moran, Jennifer</au><au>Pallesen, Jonatan</au><au>Poulsen, Jesper Buchhave</au><au>Ripke, Stephan</au><au>Gallagher, Louise</au><au>Gill, Michael</au><au>Zwick, Michael E.</au><au>State, Matthew W.</au><au>Daly, Mark J.</au><au>Buxbaum, Joseph D.</au><aucorp>Autism Sequencing Consortium</aucorp><aucorp>iPSYCH-Broad Consortium</aucorp><format>journal</format><genre>article</genre><ristype>JOUR</ristype><atitle>Large-Scale Exome Sequencing Study Implicates Both Developmental and Functional Changes in the Neurobiology of Autism</atitle><jtitle>Cell</jtitle><addtitle>Cell</addtitle><date>2020-02-06</date><risdate>2020</risdate><volume>180</volume><issue>3</issue><spage>568</spage><epage>584.e23</epage><pages>568-584.e23</pages><issn>0092-8674</issn><eissn>1097-4172</eissn><abstract>We present the largest exome sequencing study of autism spectrum disorder (ASD) to date (n = 35,584 total samples, 11,986 with ASD). Using an enhanced analytical framework to integrate de novo and case-control rare variation, we identify 102 risk genes at a false discovery rate of 0.1 or less. Of these genes, 49 show higher frequencies of disruptive de novo variants in individuals ascertained to have severe neurodevelopmental delay, whereas 53 show higher frequencies in individuals ascertained to have ASD; comparing ASD cases with mutations in these groups reveals phenotypic differences. Expressed early in brain development, most risk genes have roles in regulation of gene expression or neuronal communication (i.e., mutations effect neurodevelopmental and neurophysiological changes), and 13 fall within loci recurrently hit by copy number variants. In cells from the human cortex, expression of risk genes is enriched in excitatory and inhibitory neuronal lineages, consistent with multiple paths to an excitatory-inhibitory imbalance underlying ASD. [Display omitted] •102 genes implicated in risk for autism spectrum disorder (ASD genes, FDR ≤ 0.1)•Most are expressed and enriched early in excitatory and inhibitory neuronal lineages•Most affect synapses or regulate other genes; how these roles dovetail is unknown•Some ASD genes alter early development broadly, others appear more specific to ASD Large-scale sequencing of patients with autism allows identification of over 100 putative ASD-associated genes, the majority of which are neuronally expressed, and investigation of distinct genetic influences on ASD compared with other neurodevelopmental disorders.</abstract><cop>United States</cop><pub>Elsevier Inc</pub><pmid>31981491</pmid><doi>10.1016/j.cell.2019.12.036</doi><orcidid>https://orcid.org/0000-0002-3327-4804</orcidid><oa>free_for_read</oa></addata></record>
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subjects autism spectrum disorder
Autistic Disorder
Autistic Disorder - genetics
Case-Control Studies
Cell Lineage
cell type
Cerebral Cortex
Cerebral Cortex - growth & development
Cohort Studies
cytoskeleton
excitatory neurons
excitatory-inhibitory balance
Exome
exome sequencing
Exome Sequencing - methods
Female
Gene Expression Regulation, Developmental
Gene Frequency
Genetic Predisposition to Disease
Genetics
Humans
inhibitory neurons
liability
Life Sciences
Male
Mutation, Missense
Neurobiology
Neurobiology - methods
neurodevelopment
Neurons
Neurons - metabolism
Phenotype
Sex Factors
Single-Cell Analysis
Single-Cell Analysis - methods
Whole Exome Sequencing
title Large-Scale Exome Sequencing Study Implicates Both Developmental and Functional Changes in the Neurobiology of Autism
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