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 |
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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 |
format | Article |
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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 & 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. Ian</creatorcontrib><creatorcontrib>Lopergolo, Diego</creatorcontrib><creatorcontrib>Lopes, Fátima</creatorcontrib><creatorcontrib>Ludena, Yunin</creatorcontrib><creatorcontrib>Maciel, Patricia</creatorcontrib><creatorcontrib>Meiri, Gal</creatorcontrib><creatorcontrib>Menashe, Idan</creatorcontrib><creatorcontrib>Miller, Judith</creatorcontrib><creatorcontrib>Montenegro, Eduarda M.S.</creatorcontrib><creatorcontrib>Muglia, Pierandrea</creatorcontrib><creatorcontrib>Nordentoft, Merete</creatorcontrib><creatorcontrib>Ozaki, Norio</creatorcontrib><creatorcontrib>Palotie, Aarno</creatorcontrib><creatorcontrib>Parellada, Mara</creatorcontrib><creatorcontrib>Passos-Bueno, Maria Rita</creatorcontrib><creatorcontrib>Persico, Antonio M.</creatorcontrib><creatorcontrib>Pessah, Isaac</creatorcontrib><creatorcontrib>Puura, Kaija</creatorcontrib><creatorcontrib>Renieri, Alessandra</creatorcontrib><creatorcontrib>Riberi, Evelise</creatorcontrib><creatorcontrib>Robinson, Elise B.</creatorcontrib><creatorcontrib>Samocha, Kaitlin E.</creatorcontrib><creatorcontrib>Sandin, Sven</creatorcontrib><creatorcontrib>Santangelo, Susan L.</creatorcontrib><creatorcontrib>Schellenberg, Gerry</creatorcontrib><creatorcontrib>Scherer, Stephen W.</creatorcontrib><creatorcontrib>Schmitt, Lauren</creatorcontrib><creatorcontrib>Silva, Isabela M.W.</creatorcontrib><creatorcontrib>Singh, Tarjinder</creatorcontrib><creatorcontrib>Siper, Paige M.</creatorcontrib><creatorcontrib>Soares, Gabriela</creatorcontrib><creatorcontrib>Susser, Ezra</creatorcontrib><creatorcontrib>Szatmari, Peter</creatorcontrib><creatorcontrib>Tang, Lara</creatorcontrib><creatorcontrib>Tassone, Flora</creatorcontrib><creatorcontrib>Teufel, Karoline</creatorcontrib><creatorcontrib>Trelles, Maria del Pilar</creatorcontrib><creatorcontrib>Werge, Thomas</creatorcontrib><creatorcontrib>Werling, Donna M.</creatorcontrib><creatorcontrib>Wigdor, Emilie M.</creatorcontrib><creatorcontrib>Yu, Mullin H.C.</creatorcontrib><creatorcontrib>Zachi, Elaine</creatorcontrib><creatorcontrib>Agerbo, Esben</creatorcontrib><creatorcontrib>Als, Thomas Damm</creatorcontrib><creatorcontrib>Bækvad-Hansen, Marie</creatorcontrib><creatorcontrib>Belliveau, Rich</creatorcontrib><creatorcontrib>Cerrato, Felecia</creatorcontrib><creatorcontrib>Chambert, Kimberly</creatorcontrib><creatorcontrib>Churchhouse, Claire</creatorcontrib><creatorcontrib>Dumont, Ashley</creatorcontrib><creatorcontrib>Hansen, Christine S.</creatorcontrib><creatorcontrib>Hauberg, Mads Engel</creatorcontrib><creatorcontrib>Hollegaard, Mads V.</creatorcontrib><creatorcontrib>Howrigan, Daniel P.</creatorcontrib><creatorcontrib>Maller, Julian</creatorcontrib><creatorcontrib>Mattheisen, Manuel</creatorcontrib><creatorcontrib>Moran, Jennifer</creatorcontrib><creatorcontrib>Pallesen, Jonatan</creatorcontrib><creatorcontrib>Poulsen, Jesper Buchhave</creatorcontrib><creatorcontrib>Ripke, Stephan</creatorcontrib><creatorcontrib>Gallagher, Louise</creatorcontrib><creatorcontrib>Gill, Michael</creatorcontrib><creatorcontrib>Zwick, Michael E.</creatorcontrib><creatorcontrib>State, Matthew W.</creatorcontrib><creatorcontrib>Daly, Mark J.</creatorcontrib><creatorcontrib>Buxbaum, Joseph D.</creatorcontrib><creatorcontrib>Autism Sequencing Consortium</creatorcontrib><creatorcontrib>iPSYCH-Broad Consortium</creatorcontrib><title>Large-Scale Exome Sequencing Study Implicates Both Developmental and Functional Changes in the Neurobiology of Autism</title><title>Cell</title><addtitle>Cell</addtitle><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><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 & 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. Kyle</creator><creator>Breen, Michael S.</creator><creator>Grove, Jakob</creator><creator>Klei, Lambertus</creator><creator>Xu, Xinyi</creator><creator>Norman, Utku</creator><creator>Brand, Harrison</creator><creator>Schwartz, Grace</creator><creator>Barbosa, Mafalda</creator><creator>Bybjerg-Grauholm, Jonas</creator><creator>Carracedo, Angel</creator><creator>Chiocchetti, Andreas G.</creator><creator>Chung, Brian H.Y.</creator><creator>Coon, Hilary</creator><creator>Cuccaro, Michael L.</creator><creator>Dalla Bernardina, Bernardo</creator><creator>Domenici, Enrico</creator><creator>Dong, Shan</creator><creator>Freitag, Christine M.</creator><creator>González-Peñas, Javier</creator><creator>Guter, Stephen</creator><creator>He, Xin</creator><creator>Herman, Gail E.</creator><creator>Hertz-Picciotto, Irva</creator><creator>Hougaard, David M.</creator><creator>Ionita-Laza, Iuliana</creator><creator>Jacob, Suma</creator><creator>Jamison, Jesslyn</creator><creator>Jugessur, Astanand</creator><creator>Kolevzon, Alexander</creator><creator>Kushima, Itaru</creator><creator>Lee, So Lun</creator><creator>Lehtimäki, Terho</creator><creator>Lim, Elaine T.</creator><creator>Lipkin, W. 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 & 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. Ian</creatorcontrib><creatorcontrib>Lopergolo, Diego</creatorcontrib><creatorcontrib>Lopes, Fátima</creatorcontrib><creatorcontrib>Ludena, Yunin</creatorcontrib><creatorcontrib>Maciel, Patricia</creatorcontrib><creatorcontrib>Meiri, Gal</creatorcontrib><creatorcontrib>Menashe, Idan</creatorcontrib><creatorcontrib>Miller, Judith</creatorcontrib><creatorcontrib>Montenegro, Eduarda M.S.</creatorcontrib><creatorcontrib>Muglia, Pierandrea</creatorcontrib><creatorcontrib>Nordentoft, Merete</creatorcontrib><creatorcontrib>Ozaki, Norio</creatorcontrib><creatorcontrib>Palotie, Aarno</creatorcontrib><creatorcontrib>Parellada, Mara</creatorcontrib><creatorcontrib>Passos-Bueno, Maria Rita</creatorcontrib><creatorcontrib>Persico, Antonio M.</creatorcontrib><creatorcontrib>Pessah, Isaac</creatorcontrib><creatorcontrib>Puura, Kaija</creatorcontrib><creatorcontrib>Renieri, Alessandra</creatorcontrib><creatorcontrib>Riberi, Evelise</creatorcontrib><creatorcontrib>Robinson, Elise B.</creatorcontrib><creatorcontrib>Samocha, Kaitlin E.</creatorcontrib><creatorcontrib>Sandin, Sven</creatorcontrib><creatorcontrib>Santangelo, Susan L.</creatorcontrib><creatorcontrib>Schellenberg, Gerry</creatorcontrib><creatorcontrib>Scherer, Stephen W.</creatorcontrib><creatorcontrib>Schmitt, Lauren</creatorcontrib><creatorcontrib>Silva, Isabela M.W.</creatorcontrib><creatorcontrib>Singh, Tarjinder</creatorcontrib><creatorcontrib>Siper, Paige M.</creatorcontrib><creatorcontrib>Soares, Gabriela</creatorcontrib><creatorcontrib>Susser, Ezra</creatorcontrib><creatorcontrib>Szatmari, Peter</creatorcontrib><creatorcontrib>Tang, Lara</creatorcontrib><creatorcontrib>Tassone, Flora</creatorcontrib><creatorcontrib>Teufel, Karoline</creatorcontrib><creatorcontrib>Trelles, Maria del Pilar</creatorcontrib><creatorcontrib>Werge, Thomas</creatorcontrib><creatorcontrib>Werling, Donna M.</creatorcontrib><creatorcontrib>Wigdor, Emilie M.</creatorcontrib><creatorcontrib>Yu, Mullin H.C.</creatorcontrib><creatorcontrib>Zachi, Elaine</creatorcontrib><creatorcontrib>Agerbo, Esben</creatorcontrib><creatorcontrib>Als, Thomas Damm</creatorcontrib><creatorcontrib>Bækvad-Hansen, Marie</creatorcontrib><creatorcontrib>Belliveau, Rich</creatorcontrib><creatorcontrib>Cerrato, Felecia</creatorcontrib><creatorcontrib>Chambert, Kimberly</creatorcontrib><creatorcontrib>Churchhouse, Claire</creatorcontrib><creatorcontrib>Dumont, Ashley</creatorcontrib><creatorcontrib>Hansen, Christine S.</creatorcontrib><creatorcontrib>Hauberg, Mads Engel</creatorcontrib><creatorcontrib>Hollegaard, Mads V.</creatorcontrib><creatorcontrib>Howrigan, Daniel P.</creatorcontrib><creatorcontrib>Maller, Julian</creatorcontrib><creatorcontrib>Mattheisen, Manuel</creatorcontrib><creatorcontrib>Moran, Jennifer</creatorcontrib><creatorcontrib>Pallesen, Jonatan</creatorcontrib><creatorcontrib>Poulsen, Jesper Buchhave</creatorcontrib><creatorcontrib>Ripke, Stephan</creatorcontrib><creatorcontrib>Gallagher, Louise</creatorcontrib><creatorcontrib>Gill, Michael</creatorcontrib><creatorcontrib>Zwick, Michael E.</creatorcontrib><creatorcontrib>State, Matthew W.</creatorcontrib><creatorcontrib>Daly, Mark J.</creatorcontrib><creatorcontrib>Buxbaum, Joseph D.</creatorcontrib><creatorcontrib>Autism Sequencing Consortium</creatorcontrib><creatorcontrib>iPSYCH-Broad Consortium</creatorcontrib><collection>Medline</collection><collection>MEDLINE</collection><collection>MEDLINE (Ovid)</collection><collection>MEDLINE</collection><collection>MEDLINE</collection><collection>PubMed</collection><collection>CrossRef</collection><collection>MEDLINE - Academic</collection><collection>Hyper Article en Ligne (HAL)</collection><collection>Hyper Article en Ligne (HAL) (Open Access)</collection><collection>PubMed Central (Full Participant titles)</collection><collection>SwePub</collection><collection>SwePub Articles</collection><collection>SWEPUB Freely available online</collection><collection>SwePub Articles full text</collection><jtitle>Cell</jtitle></facets><delivery><delcategory>Remote Search Resource</delcategory><fulltext>fulltext</fulltext></delivery><addata><au>Satterstrom, F. 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.
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•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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