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Large-scale targeted sequencing identifies risk genes for neurodevelopmental disorders

Nature Communications, vol. 11, pp. 4932

Abstract

Most genes associated with neurodevelopmental disorders (NDDs) were identified with an excess of de novo mutations (DNMs) but the significance in case-control mutation burden analysis is unestablished. Here, we sequence 63 genes in 16,294 NDD cases and an additional 62 genes in 6,211 NDD cases. By combining these with published data, we assess a total of 125 genes in over 16,000 NDD cases and compare the mutation burden to nonpsychiatric controls from ExAC. We identify 48 genes (25 newly reported) showing significant burden of ultra-rare (MAF < 0.01%) gene-disruptive mutations (FDR 5%), six of which reach family-wise error rate (FWER) significance (p < 1.25E-06). Among these 125 targeted genes, we also reevaluate DNM excess in 17,426 NDD trios with 6,499 new autism trios. We identify 90 genes enriched for DNMs (FDR 5%; e.g., GABRG2 and UIMC1); of which, 61 reach FWER significance (p < 3.64E-07; e.g., CASZ1). In addition to doubling the number of patients for many NDD risk genes, we present phenotype-genotype correlations for seven risk genes (CTCF, HNRNPU, KCNQ3, ZBTB18, TCF12, SPEN, and LEO1) based on this large-scale targeted sequencing effort.

Authors 92

  1. University of Washington

    Affiliation as printed

    Department of Genome Sciences, University of Washington, Seattle, WA, USA

    University of Washington School of Medicine, Seattle, WA, USA

  2. University of Washington

    Affiliation as printed

    Department of Genome Sciences, University of Washington, Seattle, WA, USA

  3. Bambino Gesù Children's Hospital

    Affiliation as printed

    Genetics and Rare Diseases Research Division, Bambino Gesù Children's Hospital, Rome, Italy

    Rare Disease and Medical Genetics, Academic Department of Pediatrics, Bambino Gesù Children's Hospital, Rome, Italy

  4. Central South University

    Affiliation as printed

    Center for Medical Genetics & Hunan Provincial Key Laboratory of Medical Genetics, School of Life Sciences, Central South University, Changsha, Hunan, China

  5. University of Washington

    Affiliation as printed

    Department of Genome Sciences, University of Washington, Seattle, WA, USA

  6. University of Washington

    Affiliation as printed

    Department of Genome Sciences, University of Washington, Seattle, WA, USA

  7. University of Washington

    Affiliation as printed

    Department of Genome Sciences, University of Washington, Seattle, WA, USA

  8. University of Washington

    Affiliation as printed

    Department of Genome Sciences, University of Washington, Seattle, WA, USA

  9. Universitat Pompeu Fabra · Women's and Children's Hospital · Centre for Biomedical Network Research on Rare Diseases · South Australian Health and Medical Research Institute · Hospital del Mar Research Institute

    Affiliation as printed

    Genetics Unit, Universitat Pompeu Fabra, Hospital del Mar Research Institute (IMIM) and CIBERER, Barcelona, Spain

    Paediatric and Reproductive Genetics unit, Women's and Children's Hospital, Adelaide, SA, Australia

    South Australian Health and Medical Research Institute, Adelaide, SA, Australia

  10. Karolinska University Hospital · Karolinska Institutet

    Affiliation as printed

    Department of Clinical Genetics, Karolinska University Hospital, Stockholm, Sweden

    Department of Molecular Medicine and Surgery, Center for Molecular Medicine, Karolinska Institutet, Stockholm, Sweden

  11. KU Leuven

    Affiliation as printed

    Centre for Human Genetics, KU Leuven and Leuven Autism Research (LAuRes), Leuven, Belgium

  12. University of Washington

    Affiliation as printed

    Department of Psychiatry and Behavioral Sciences, University of Washington, Seattle, WA, USA

  13. Baylor College of Medicine · Baylor Genetics

    Affiliation as printed

    Baylor Genetics, Houston, TX, USA

    Department of Molecular & Human Genetics, Baylor College of Medicine, Houston, TX, USA

  14. University of Washington

    Affiliation as printed

    Department of Genome Sciences, University of Washington, Seattle, WA, USA

  15. Central South University

    Affiliation as printed

    Center for Medical Genetics & Hunan Provincial Key Laboratory of Medical Genetics, School of Life Sciences, Central South University, Changsha, Hunan, China

  16. The University of Adelaide

    Affiliation as printed

    Adelaide Medical School and the Robinson Research Institute, the University of Adelaide, Adelaide, SA, Australia

  17. The University of Adelaide

    Affiliation as printed

    Adelaide Medical School and the Robinson Research Institute, the University of Adelaide, Adelaide, SA, Australia

  18. South Australia Pathology

    Affiliation as printed

    Genetics and Molecular Pathology, SA Pathology, Adelaide, SA, Australia

  19. South Australia Pathology

    Affiliation as printed

    Genetics and Molecular Pathology, SA Pathology, Adelaide, SA, Australia

  20. UNSW Sydney · Hunter New England Local Health District

    Affiliation as printed

    Genetics of Learning Disability Service, Hunter New England Health Service, Waratah, NSW, Australia

    School of Women's and Children's Health, University of New South Wales, Randwick, NSW, Australia

  21. Sun Yat-sen University · Third Affiliated Hospital of Sun Yat-sen University

    Affiliation as printed

    Children Development Behavior Center, The Third Affiliated Hospital, Sun Yat-Sen University, Guangzhou, Guangdong, China

  22. Central South University · Second Xiangya Hospital of Central South University · Xiangya Hospital Central South University

    Affiliation as printed

    Mental Health Institute of the Second Xiangya Hospital, Central South University, Changsha, China

  23. Liuzhou Maternal and Child Health Hospital

    Affiliation as printed

    Key Laboratory of Developmental Disorders in Children, Liuzhou Maternity and Child Healthcare Hospital, Liuzhou, China

  24. Central South University

    Affiliation as printed

    Center for Medical Genetics & Hunan Provincial Key Laboratory of Medical Genetics, School of Life Sciences, Central South University, Changsha, Hunan, China

  25. University of Washington

    Affiliation as printed

    Department of Psychiatry and Behavioral Sciences, University of Washington, Seattle, WA, USA

  26. I.R.C.C.S. Oasi Maria SS

    Affiliation as printed

    Oasi Research Institute-IRCCS, Troina, Italy

  27. I.R.C.C.S. Oasi Maria SS

    Affiliation as printed

    Oasi Research Institute-IRCCS, Troina, Italy

  28. I.R.C.C.S. Oasi Maria SS

    Affiliation as printed

    Oasi Research Institute-IRCCS, Troina, Italy

  29. I.R.C.C.S. Oasi Maria SS

    Affiliation as printed

    Oasi Research Institute-IRCCS, Troina, Italy

  30. Karolinska University Hospital · Karolinska Institutet

    Affiliation as printed

    Department of Clinical Genetics, Karolinska University Hospital, Stockholm, Sweden

    Department of Molecular Medicine and Surgery, Center for Molecular Medicine, Karolinska Institutet, Stockholm, Sweden

  31. Karolinska University Hospital · Karolinska Institutet

    Affiliation as printed

    Department of Clinical Genetics, Karolinska University Hospital, Stockholm, Sweden

    Department of Molecular Medicine and Surgery, Center for Molecular Medicine, Karolinska Institutet, Stockholm, Sweden

  32. Karolinska University Hospital · Karolinska Institutet

    Affiliation as printed

    Department of Clinical Genetics, Karolinska University Hospital, Stockholm, Sweden

    Department of Molecular Medicine and Surgery, Center for Molecular Medicine, Karolinska Institutet, Stockholm, Sweden

  33. University of Antwerp

    Affiliation as printed

    Department of Medical Genetics, University of Antwerp, Antwerp, Belgium

  34. University of Antwerp

    Affiliation as printed

    Department of Medical Genetics, University of Antwerp, Antwerp, Belgium

  35. University of Antwerp

    Affiliation as printed

    Department of Medical Genetics, University of Antwerp, Antwerp, Belgium

  36. Emory University

    Affiliation as printed

    Department of Psychology, Emory University, Atlanta, GA, USA

  37. Charles University · University Hospital in Motol

    Affiliation as printed

    Department of Biology and Medical Genetics, Charles University 2nd Faculty of Medicine and University Hospital Motol, Prague, Czech Republic

  38. Charles University · University Hospital in Motol

    Affiliation as printed

    Department of Biology and Medical Genetics, Charles University 2nd Faculty of Medicine and University Hospital Motol, Prague, Czech Republic

  39. Charles University · University Hospital in Motol

    Affiliation as printed

    Department of Biology and Medical Genetics, Charles University 2nd Faculty of Medicine and University Hospital Motol, Prague, Czech Republic

  40. University of Verona

    Affiliation as printed

    Department of Neurosciences, Biomedicine and Movement Sciences, University of Verona, Verona, Italy

  41. University of Verona · Azienda Ospedaliera Universitaria Integrata Verona

    Affiliation as printed

    Child Neuropsychiatry Unit, AOUI, Verona, Italy

  42. UCB Pharma (Belgium)

    Affiliation as printed

    UCB Pharma, Bruxelles, Belgium

  43. Leiden University Medical Center

    Affiliation as printed

    Department of Clinical Genetics, Leiden University Medical Center (LUMC), Leiden, Netherlands

  44. Leiden University Medical Center

    Affiliation as printed

    Department of Clinical Genetics, Leiden University Medical Center (LUMC), Leiden, Netherlands

  45. Radboud University Medical Center · Donders Institute for Brain, Cognition and Behaviour

    Affiliation as printed

    Department of Human Genetics, Donders Institute for Brain, Cognition and Behaviour, Radboud University Medical Center, Nijmegen, Netherlands

    Department of Psychiatry, Donders Institute for Brain, Cognition and Behaviour, Radboud University Medical Center, Nijmegen, Netherlands

  46. Federico II University Hospital · Telethon Institute Of Genetics And Medicine · University of Naples Federico II

    Affiliation as printed

    Department of Translational Medicine, Federico II University, Naples, Italy

    Telethon Institute of Genetics and Medicine, Pozzuoli, Naples, Italy

  47. Murdoch Children's Research Institute

    Affiliation as printed

    Murdoch Children's Research Institute, Melbourne, Australia

  48. The University of Melbourne · Murdoch Children's Research Institute

    Affiliation as printed

    Department of Paediatrics, University of Melbourne, Parkville, VIC, Australia

    Murdoch Children's Research Institute, Melbourne, Australia

  49. Stanford Medicine · Stanford University

    Affiliation as printed

    Department of Pathology, Stanford University, Stanford, CA, USA

    Division of Medical Genetics, Department of Pediatrics, Stanford University, Stanford, CA, USA

  50. Baylor College of Medicine · Baylor Genetics

    Affiliation as printed

    Baylor Genetics, Houston, TX, USA

    Department of Molecular & Human Genetics, Baylor College of Medicine, Houston, TX, USA

  51. Royal Children's Hospital · The University of Melbourne · Florey Institute of Neuroscience and Mental Health · Austin Hospital · Murdoch Children's Research Institute · Austin Health

    Affiliation as printed

    Department of Medicine, University of Melbourne, Austin Health, Melbourne, Australia

    Department of Paediatrics, University of Melbourne, Royal Children's Hospital, Melbourne, VIC, Australia

    Murdoch Children's Research Institute, Melbourne, Australia

    The Florey Institute of Neuroscience and Mental Health, Parkville, VIC, Australia

  52. Federico II University Hospital · Telethon Institute Of Genetics And Medicine · University of Naples Federico II

    Affiliation as printed

    Department of Translational Medicine, Federico II University, Naples, Italy

    Telethon Institute of Genetics and Medicine, Pozzuoli, Naples, Italy

  53. Radboud University Medical Center · Donders Institute for Brain, Cognition and Behaviour

    Affiliation as printed

    Department of Psychiatry, Donders Institute for Brain, Cognition and Behaviour, Radboud University Medical Center, Nijmegen, Netherlands

    Karakter Child and Adolescent Psychiatry Center, Nijmegen, Netherlands

  54. University of California, Davis

    Affiliation as printed

    Department of Psychiatry and Behavioral Sciences and the MIND Institute, University of California, Davis, Sacramento, CA, USA

  55. Leiden University Medical Center

    Affiliation as printed

    Department of Clinical Genetics, Leiden University Medical Center (LUMC), Leiden, Netherlands

  56. University of Verona

    Affiliation as printed

    Department of Neurosciences, Biomedicine and Movement Sciences, University of Verona, Verona, Italy

  57. Charles University · University Hospital in Motol

    Affiliation as printed

    Department of Biology and Medical Genetics, Charles University 2nd Faculty of Medicine and University Hospital Motol, Prague, Czech Republic

  58. University of Iowa

    Affiliation as printed

    Department of Psychiatry, University of Iowa Carver College of Medicine, Iowa City, IA, USA

  59. University of California San Diego

    Affiliation as printed

    Department of Neurosciences, UC San Diego Autism Center, School of Medicine, University of California San Diego, La Jolla, CA, USA

  60. University of California San Diego

    Affiliation as printed

    Department of Neurosciences, UC San Diego Autism Center, School of Medicine, University of California San Diego, La Jolla, CA, USA

  61. University of Antwerp

    Affiliation as printed

    Department of Medical Genetics, University of Antwerp, Antwerp, Belgium

  62. Simons Foundation

    Affiliation as printed

    Simons Foundation, New York, NY, USA

  63. Simons Foundation

    Affiliation as printed

    Simons Foundation, New York, NY, USA

  64. Simons Foundation

    Affiliation as printed

    Simons Foundation, New York, NY, USA

  65. Simons Foundation

    Affiliation as printed

    Simons Foundation, New York, NY, USA

  66. Simons Foundation

    Affiliation as printed

    Simons Foundation, New York, NY, USA

  67. Simons Foundation

    Affiliation as printed

    Simons Foundation, New York, NY, USA

  68. Simons Foundation

    Affiliation as printed

    Simons Foundation, New York, NY, USA

  69. Simons Foundation

    Affiliation as printed

    Simons Foundation, New York, NY, USA

  70. Simons Foundation · Columbia University

    Affiliation as printed

    Columbia University, New York, NY, USA

    Simons Foundation, New York, NY, USA

  71. Simons Foundation

    Affiliation as printed

    Simons Foundation, New York, NY, USA

  72. Simons Foundation

    Affiliation as printed

    Simons Foundation, New York, NY, USA

  73. Simons Foundation

    Affiliation as printed

    Simons Foundation, New York, NY, USA

  74. Simons Foundation

    Affiliation as printed

    Simons Foundation, New York, NY, USA

  75. Simons Foundation

    Affiliation as printed

    Simons Foundation, New York, NY, USA

  76. Simons Foundation

    Affiliation as printed

    Simons Foundation, New York, NY, USA

  77. Simons Foundation

    Affiliation as printed

    Simons Foundation, New York, NY, USA

  78. Simons Foundation

    Affiliation as printed

    Simons Foundation, New York, NY, USA

  79. Simons Foundation

    Affiliation as printed

    Simons Foundation, New York, NY, USA

  80. Simons Foundation

    Affiliation as printed

    Simons Foundation, New York, NY, USA

  81. Simons Foundation

    Affiliation as printed

    Simons Foundation, New York, NY, USA

  82. Simons Foundation

    Affiliation as printed

    Simons Foundation, New York, NY, USA

  83. Simons Foundation

    Affiliation as printed

    Simons Foundation, New York, NY, USA

  84. Simons Foundation

    Affiliation as printed

    Simons Foundation, New York, NY, USA

  85. Simons Foundation

    Affiliation as printed

    Simons Foundation, New York, NY, USA

  86. Simons Foundation

    Affiliation as printed

    Simons Foundation, New York, NY, USA

  87. Columbia University

    Affiliation as printed

    Columbia University, New York, NY, USA

  88. Columbia University

    Affiliation as printed

    Columbia University, New York, NY, USA

  89. Columbia University

    Affiliation as printed

    Columbia University, New York, NY, USA

  90. Washington University in St. Louis

    Affiliation as printed

    Washington University School of Medicine, St. Louis, MO, USA

  91. University of Iowa

    Affiliation as printed

    University of Iowa Carver College of Medicine, Iowa City, IA, USA

  92. University of Iowa

    Affiliation as printed

    University of Iowa Carver College of Medicine, Iowa City, IA, USA

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References 47