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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Published inCell Vol. 180; no. 3; pp. 568 - 584.e23
Main Authors 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.
Format Journal Article
LanguageEnglish
Published United States Elsevier Inc 06.02.2020
Elsevier
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Summary: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.
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PMCID: PMC7250485
The members of the Autism Sequencing Consortium (ASC) are Branko Aleksic, Richard Anney, Mafalda Barbosa, Somer Bishop, Alfredo Brusco, Jonas Bybjerg-Grauholm, Angel Carracedo, Marcus C.Y. Chan, Andreas G. Chioc-chetti, Brian H.Y. Chung, Hilary Coon, Michael L. Cuccaro, Aurora Curró, Bernardo Dalla Bernardina, Ryan Doan, Enrico Domenici, Shan Dong, Chiara Fallerini, Montserrat Fernández-Prieto, Giovanni Battista Ferrero, Christine M. Freitag, Menachem Fromer, J. Jay Gargus, Daniel Geschwind, Elisa Giorgio, Javier González-Peñas, Stephen Guter, Danielle Halpern, Emily Hansen-Kiss, Xin He, Gail E. Herman, Irva Hertz-Picciotto, David M. Hougaard, Christina M. Hultman, luliana lonita-Laza, Suma Jacob, Jesslyn Jamison, Astanand Jugessur, Miia Kaartinen, Gun Peggy Knudsen, Alexander Kolevzon, Itaru Kushima, So Lun Lee, Terho Lehtimäki, Elaine T. Lim, Carla Lintas, W. Ian Lipkin, Diego Lopergolo, Fátima Lopes, Yunin Ludena, Patricia Maciel, Per Magnus, Behrang Mahjani, Nell Maltman, Dara S. Manoach, Gal Meiri, Idan Menashe, Judith Miller, Nancy Minshew, Eduarda M.S. Montenegro, Danielle Moreira, Eric M. Morrow, Ole Mors, Preben Bo Mortensen, Matthew Mosconi, Pierandrea Muglia, Benjamin M. Neale, Merete Nordentoft, Norio Ozaki, Aarno Palotie, Mara Parellada, Maria Rita Passos-Bueno, Margaret Pericak-Vance, Antonio M. Persico, Isaac Pessah, Kaija Puura, Abraham Reichenberg, Alessandra Renieri, Evelise Riberi, Elise B. Robinson, Kaitlin E. Samocha, Sven Sandin, Susan L. Santangelo, Gerry Schellenberg, Stephen W. Scherer, Sabine Schlitt, Rebecca Schmidt, Lauren Schmitt, Isabela M.W. Silva, Tarjinder Singh, Paige M. Siper, Moyra Smith, Gabriela Soares, Camilla Stoltenberg, Pill Suren, Ezra Susser, John Sweeney, PeterSzatmari, Lara Tang, Flora Tassone, Karoline Teufel, Elisabetta Trabetti, Maria del Pilar Trelles, Christopher A. Walsh, Lauren A. Weiss, Thomas Werge, Donna M. Werling, Emilie M. Wigdor, Emma Wilkinson, A. Jeremy Willsey, Timothy W. Yu, Mullin H.C. Yu, Ryan Yuen, and Elaine Zachi.
AUTHOR CONTRIBUTIONS
CONSORTIA
Resources, C. Stevens, J.R., S. Gerges, G. Schwartz, R.N., E.E.G., C.D., B.A., M.B., A. Brusco, J.B., A. Carracedo, M.C.Y.C., A.G.C., B.H.Y.C., H.C., M.L.C., A. Currò, B.D.B., E.D., S.D., C.F., M. Fernández-Prieto, G.B.F., C.M.F., J.J.G., E. G., J. González-Peñas, D.H., E.H., G.E.H., I.H., D.M.H., C.M.H., I.I., S.J., J.J., A. J., M.K., G.P.K., A.K., I.K., S.L.L., T.L., E.T.L., C.L., W.I.L., D.L., F.L., P. Maciel, P. Magnus, D.S.M., G.M., I.M., J.M., N. Minshew, E.M.M.d.S., D.M., E.M.M., O.M., P.B.M., M.M., P. Muglia, B.N., M.N., N.O., A. Palotie, M. Parellada, M.R.P., M. Pericak-Vance, A. Persico, I.P., K.P., A. Reichenberg, A. Renieri, E.R., E.B.R., S. Sandin, G. Schellenberg, S.W.S., S. Schlitt, R.S., I M.W.S., P.M.S., M.S., G. Soares, C. Stolenberg, P. Suren, E.S., J.S., P. Szatmari, F.T., K.T., E.T., M.d.P.T., C.A.W., L.A.W., T.W., D.W., E.W., J.A.W., T. W.Y., M.H.C.Y., R.Y., E.Z., E.H.C., J.S.S., A.D.B., M.E.T., S.J.S., M.J.D., and J.D.B.; Investigation, F.K.S., J.A.K., J.W., M.S.B., S.D.R., J.A., M. Peng, R.C., J. Grove, L.K., C. Stevens, J.R., M.S.M., M.A., B.S., X.X., A. Bhaduri, H.B., R.N., R.A., B.H.Y.C., R.D., C.M.F., M. Fromer, S. Guter, X.H., S.J., S. L.L., T.L., Y.L., B.M., N. Maltman, K.P., E.B.R., L.S., T.S., P.M.S., J.S.,T. W.Y., C.B., E.H.C., M.E.Z., A.D.B., A.E.C., M.E.T., D.J.C., B.D., S.J.S., K.R., M.J.D., and J.D.B.; Data Curation: F.K.S., J.A.K., S.D.R., J.A., R.C., C. Stevens, M.S.M., B.S., A.G.C., S.D., C.M.F., S. Guter, K.E.S., E.M.W.,E. H.C., S.J.S., and J.D.B.; Formal Analysis: F.K.S., J.A.K., J.W., M.S.B., J.A., R.C., J. Grove, L.K., A. Bhaduri, U.N., H.B., J.J.G., X.H., I.I., B.N., C.B., A. E.C., D.J.C., B.D., S.J.S., and K.R.; Visualization, J.A.K., J.W., M.S.B., J.A., R.C., A. Bhaduri, A.E.C., B.D., S.J.S., and K.R.; Writing – Original Draft, F. K.S., J.A.K., J.W., M.S.B., R.C., J.J.G., M.E.T., D.J.C., B.D., S.J.S., K.R., M.J.D., and J.D.B.; Writing – Review and Editing, F.K.S., M.S.B., S.D.R., J.A., R.C., J. Grove, A. Bhaduri, S.B., I.I., T.L., B.N., K.P., A. Renieri, C.A.W., D.W., T.W.Y., C.B., E.H.C., J.S.S., A.D.B., M.E.T., D.J.C., B.D., S.J.S., K.R., M.J.D., and J.D.B.; Funding Acquisition, C. Stevens, A. Brusco, C.M.F., D.G., N.O., J.S., C.A.W., J.A.W., M.E.Z., A.D.B., M.W.S., M.E.T., D.J.C., B. D., S.J.S., K.R., M.J.D., and J.D.B.; Project Administration, S.D.R., C. Stevens, J.R., A.G.C., P.M.S., J.S., L.T., C.A.W., C.B., E.H.C., L.G., M.G., J.S.S., A.T., M.E.Z., A.D.B., M.W.S., M.E.T., D.J.C., B.D., S.J.S., K.R., M.J.D., and J.D.B.
The members of the iPSYCH-Broad Consortium are Esben Agerbo, Thomas Damm Als, Vivek Appadurai, Marie Bækvad-Hansen, Rich Belliveau, Alfonso Buil, Caitlin E. Carey, Felecia Cerrato, Kimberly Chambert, Claire Churchhouse, Seren Dalsgaard, Ditte Demontis, Ashley Dumont, Jacqueline Goldstein, Christine S. Hansen, Mads Engel Hauberg, Mads V. Hollegaard, Daniel P. Howrigan, Hailiang Huang, Julian Maller, Alicia R. Martin, Joanna Martin, Manuel Mattheisen, Jennifer Moran, Jonatan Pallesen, Duncan S. Palmer, Carsten Becker Pedersen, Marianne Giertz Pedersen, Timothy Poterba, Jesper Buchhave Poulsen, Stephan Ripke, Andrew J. Schork, Wesley K. Thompson, Patrick Turley, and Raymond K. Walters.
ISSN:0092-8674
1097-4172
1097-4172
DOI:10.1016/j.cell.2019.12.036