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Brownstein CA, Douard E, Mollon J, Smith R, Hojlo MA, Das A, Goldman M, Garvey E, Cabral K, Li J, Bowen J, Rao AS, Genetti C, Carroll D, Knowles EEM, Deaso E, Agrawal PB, Beggs AH, D'Angelo E, Almasy L, Alexander-Bloch A, Saci Z, Moreau CA, Huguet G, Deo AJ, Jacquemont S, Glahn DC, Gonzalez-Heydrich J. Similar Rates of Deleterious Copy Number Variants in Early-Onset Psychosis and Autism Spectrum Disorder. Am J Psychiatry 2022; 179:853-861. [PMID: 36000218 PMCID: PMC9633349 DOI: 10.1176/appi.ajp.21111175] [Citation(s) in RCA: 10] [Impact Index Per Article: 3.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 01/19/2023]
Abstract
OBJECTIVE Copy number variants (CNVs) are strongly associated with neurodevelopmental and psychotic disorders. Early-onset psychosis (EOP), where symptoms appear before 18 years of age, is thought to be more strongly influenced by genetic factors than adult-onset psychotic disorders. However, the prevalence and effect of CNVs in EOP is unclear. METHODS The authors documented the prevalence of recurrent CNVs and the functional impact of deletions and duplications genome-wide in 137 children and adolescents with EOP compared with 5,540 individuals with autism spectrum disorder (ASD) and 16,504 population control subjects. Specifically, the frequency of 47 recurrent CNVs previously associated with neurodevelopmental and neuropsychiatric illnesses in each cohort were compared. Next, CNV risk scores (CRSs), indices reflecting the dosage sensitivity for any gene across the genome that is encapsulated in a deletion or duplication separately, were compared between groups. RESULTS The prevalence of recurrent CNVs was significantly higher in the EOP group than in the ASD (odds ratio=2.30) and control (odds ratio=5.06) groups. However, the difference between the EOP and ASD groups was attenuated when EOP participants with co-occurring ASD were excluded. CRS was significantly higher in the EOP group compared with the control group for both deletions (odds ratio=1.30) and duplications (odds ratio=1.09). In contrast, the EOP and ASD groups did not differ significantly in terms of CRS. CONCLUSIONS Given the high frequency of recurrent CNVs in the EOP group and comparable CRSs in the EOP and ASD groups, the findings suggest that all children and adolescents with a psychotic diagnosis should undergo genetic screening, as is recommended in ASD.
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Affiliation(s)
- Catherine A Brownstein
- Early Psychosis Investigation Center (Brownstein, Mollon, Smith, Hojlo, Knowles, Deaso, D'Angelo, Deo, Glahn, Gonzalez-Heydrich), Division of Genetics and Genomics (Brownstein, Smith, Cabral, Li, Bowen, Rao, Genetti, Agrawal, Beggs, Glahn), Manton Center for Orphan Disease Research (Brownstein, Smith, Cabral, Li, Bowen, Genetti, Agrawal, Beggs, Glahn), Department of Psychiatry and Behavioral Sciences (Mollon, Hojlo, Das, Goldman, Garvey, Carroll, Knowles, Deaso, D'Angelo, Deo, Glahn, Gonzalez-Heydrich), Tommy Fuss Center for Neuropsychiatric Disease Research (Deo, Glahn, Gonzalez-Heydrich), and Division of Newborn Medicine (Agrawal), Boston Children's Hospital, Boston; Department of Pediatrics (Brownstein, Smith, Genetti, Agrawal, Beggs, Deo) and Department of Psychiatry (Mollon, Carroll, Knowles, D'Angelo, Deo, Glahn, Gonzalez-Heydrich), Harvard Medical School, Boston; Department of Pediatrics (Jacquemont) and Department of Neuroscience (Douard, Moreau), Université de Montréal, Montreal; Sainte-Justine Hospital Research Center, Montreal (Douard, Saci, Moreau, Huguet, Jacquemont); Department of Biomedical and Health Informatics (Almasy) and Department of Psychiatry (Alexander-Bloch), Children's Hospital of Philadelphia, Philadelphia; Department of Psychiatry, Rutgers-Robert Wood Johnson Medical School, Piscataway, N.J. (Deo); Rutgers University Behavioral Health Care, Piscataway, N.J. (Deo). Lifespan Brain Institute, Children's Hospital of Philadelphia, Philadelphia (Almasy); Department of Genetics, University of Pennsylvania, Philadelphia (Almasy); Department of Pharmacology, Feinberg School of Medicine, Northwestern University, Chicago (Smith)
| | - Elise Douard
- Early Psychosis Investigation Center (Brownstein, Mollon, Smith, Hojlo, Knowles, Deaso, D'Angelo, Deo, Glahn, Gonzalez-Heydrich), Division of Genetics and Genomics (Brownstein, Smith, Cabral, Li, Bowen, Rao, Genetti, Agrawal, Beggs, Glahn), Manton Center for Orphan Disease Research (Brownstein, Smith, Cabral, Li, Bowen, Genetti, Agrawal, Beggs, Glahn), Department of Psychiatry and Behavioral Sciences (Mollon, Hojlo, Das, Goldman, Garvey, Carroll, Knowles, Deaso, D'Angelo, Deo, Glahn, Gonzalez-Heydrich), Tommy Fuss Center for Neuropsychiatric Disease Research (Deo, Glahn, Gonzalez-Heydrich), and Division of Newborn Medicine (Agrawal), Boston Children's Hospital, Boston; Department of Pediatrics (Brownstein, Smith, Genetti, Agrawal, Beggs, Deo) and Department of Psychiatry (Mollon, Carroll, Knowles, D'Angelo, Deo, Glahn, Gonzalez-Heydrich), Harvard Medical School, Boston; Department of Pediatrics (Jacquemont) and Department of Neuroscience (Douard, Moreau), Université de Montréal, Montreal; Sainte-Justine Hospital Research Center, Montreal (Douard, Saci, Moreau, Huguet, Jacquemont); Department of Biomedical and Health Informatics (Almasy) and Department of Psychiatry (Alexander-Bloch), Children's Hospital of Philadelphia, Philadelphia; Department of Psychiatry, Rutgers-Robert Wood Johnson Medical School, Piscataway, N.J. (Deo); Rutgers University Behavioral Health Care, Piscataway, N.J. (Deo). Lifespan Brain Institute, Children's Hospital of Philadelphia, Philadelphia (Almasy); Department of Genetics, University of Pennsylvania, Philadelphia (Almasy); Department of Pharmacology, Feinberg School of Medicine, Northwestern University, Chicago (Smith)
| | - Josephine Mollon
- Early Psychosis Investigation Center (Brownstein, Mollon, Smith, Hojlo, Knowles, Deaso, D'Angelo, Deo, Glahn, Gonzalez-Heydrich), Division of Genetics and Genomics (Brownstein, Smith, Cabral, Li, Bowen, Rao, Genetti, Agrawal, Beggs, Glahn), Manton Center for Orphan Disease Research (Brownstein, Smith, Cabral, Li, Bowen, Genetti, Agrawal, Beggs, Glahn), Department of Psychiatry and Behavioral Sciences (Mollon, Hojlo, Das, Goldman, Garvey, Carroll, Knowles, Deaso, D'Angelo, Deo, Glahn, Gonzalez-Heydrich), Tommy Fuss Center for Neuropsychiatric Disease Research (Deo, Glahn, Gonzalez-Heydrich), and Division of Newborn Medicine (Agrawal), Boston Children's Hospital, Boston; Department of Pediatrics (Brownstein, Smith, Genetti, Agrawal, Beggs, Deo) and Department of Psychiatry (Mollon, Carroll, Knowles, D'Angelo, Deo, Glahn, Gonzalez-Heydrich), Harvard Medical School, Boston; Department of Pediatrics (Jacquemont) and Department of Neuroscience (Douard, Moreau), Université de Montréal, Montreal; Sainte-Justine Hospital Research Center, Montreal (Douard, Saci, Moreau, Huguet, Jacquemont); Department of Biomedical and Health Informatics (Almasy) and Department of Psychiatry (Alexander-Bloch), Children's Hospital of Philadelphia, Philadelphia; Department of Psychiatry, Rutgers-Robert Wood Johnson Medical School, Piscataway, N.J. (Deo); Rutgers University Behavioral Health Care, Piscataway, N.J. (Deo). Lifespan Brain Institute, Children's Hospital of Philadelphia, Philadelphia (Almasy); Department of Genetics, University of Pennsylvania, Philadelphia (Almasy); Department of Pharmacology, Feinberg School of Medicine, Northwestern University, Chicago (Smith)
| | - Richard Smith
- Early Psychosis Investigation Center (Brownstein, Mollon, Smith, Hojlo, Knowles, Deaso, D'Angelo, Deo, Glahn, Gonzalez-Heydrich), Division of Genetics and Genomics (Brownstein, Smith, Cabral, Li, Bowen, Rao, Genetti, Agrawal, Beggs, Glahn), Manton Center for Orphan Disease Research (Brownstein, Smith, Cabral, Li, Bowen, Genetti, Agrawal, Beggs, Glahn), Department of Psychiatry and Behavioral Sciences (Mollon, Hojlo, Das, Goldman, Garvey, Carroll, Knowles, Deaso, D'Angelo, Deo, Glahn, Gonzalez-Heydrich), Tommy Fuss Center for Neuropsychiatric Disease Research (Deo, Glahn, Gonzalez-Heydrich), and Division of Newborn Medicine (Agrawal), Boston Children's Hospital, Boston; Department of Pediatrics (Brownstein, Smith, Genetti, Agrawal, Beggs, Deo) and Department of Psychiatry (Mollon, Carroll, Knowles, D'Angelo, Deo, Glahn, Gonzalez-Heydrich), Harvard Medical School, Boston; Department of Pediatrics (Jacquemont) and Department of Neuroscience (Douard, Moreau), Université de Montréal, Montreal; Sainte-Justine Hospital Research Center, Montreal (Douard, Saci, Moreau, Huguet, Jacquemont); Department of Biomedical and Health Informatics (Almasy) and Department of Psychiatry (Alexander-Bloch), Children's Hospital of Philadelphia, Philadelphia; Department of Psychiatry, Rutgers-Robert Wood Johnson Medical School, Piscataway, N.J. (Deo); Rutgers University Behavioral Health Care, Piscataway, N.J. (Deo). Lifespan Brain Institute, Children's Hospital of Philadelphia, Philadelphia (Almasy); Department of Genetics, University of Pennsylvania, Philadelphia (Almasy); Department of Pharmacology, Feinberg School of Medicine, Northwestern University, Chicago (Smith)
| | - Margaret A Hojlo
- Early Psychosis Investigation Center (Brownstein, Mollon, Smith, Hojlo, Knowles, Deaso, D'Angelo, Deo, Glahn, Gonzalez-Heydrich), Division of Genetics and Genomics (Brownstein, Smith, Cabral, Li, Bowen, Rao, Genetti, Agrawal, Beggs, Glahn), Manton Center for Orphan Disease Research (Brownstein, Smith, Cabral, Li, Bowen, Genetti, Agrawal, Beggs, Glahn), Department of Psychiatry and Behavioral Sciences (Mollon, Hojlo, Das, Goldman, Garvey, Carroll, Knowles, Deaso, D'Angelo, Deo, Glahn, Gonzalez-Heydrich), Tommy Fuss Center for Neuropsychiatric Disease Research (Deo, Glahn, Gonzalez-Heydrich), and Division of Newborn Medicine (Agrawal), Boston Children's Hospital, Boston; Department of Pediatrics (Brownstein, Smith, Genetti, Agrawal, Beggs, Deo) and Department of Psychiatry (Mollon, Carroll, Knowles, D'Angelo, Deo, Glahn, Gonzalez-Heydrich), Harvard Medical School, Boston; Department of Pediatrics (Jacquemont) and Department of Neuroscience (Douard, Moreau), Université de Montréal, Montreal; Sainte-Justine Hospital Research Center, Montreal (Douard, Saci, Moreau, Huguet, Jacquemont); Department of Biomedical and Health Informatics (Almasy) and Department of Psychiatry (Alexander-Bloch), Children's Hospital of Philadelphia, Philadelphia; Department of Psychiatry, Rutgers-Robert Wood Johnson Medical School, Piscataway, N.J. (Deo); Rutgers University Behavioral Health Care, Piscataway, N.J. (Deo). Lifespan Brain Institute, Children's Hospital of Philadelphia, Philadelphia (Almasy); Department of Genetics, University of Pennsylvania, Philadelphia (Almasy); Department of Pharmacology, Feinberg School of Medicine, Northwestern University, Chicago (Smith)
| | - Ananth Das
- Early Psychosis Investigation Center (Brownstein, Mollon, Smith, Hojlo, Knowles, Deaso, D'Angelo, Deo, Glahn, Gonzalez-Heydrich), Division of Genetics and Genomics (Brownstein, Smith, Cabral, Li, Bowen, Rao, Genetti, Agrawal, Beggs, Glahn), Manton Center for Orphan Disease Research (Brownstein, Smith, Cabral, Li, Bowen, Genetti, Agrawal, Beggs, Glahn), Department of Psychiatry and Behavioral Sciences (Mollon, Hojlo, Das, Goldman, Garvey, Carroll, Knowles, Deaso, D'Angelo, Deo, Glahn, Gonzalez-Heydrich), Tommy Fuss Center for Neuropsychiatric Disease Research (Deo, Glahn, Gonzalez-Heydrich), and Division of Newborn Medicine (Agrawal), Boston Children's Hospital, Boston; Department of Pediatrics (Brownstein, Smith, Genetti, Agrawal, Beggs, Deo) and Department of Psychiatry (Mollon, Carroll, Knowles, D'Angelo, Deo, Glahn, Gonzalez-Heydrich), Harvard Medical School, Boston; Department of Pediatrics (Jacquemont) and Department of Neuroscience (Douard, Moreau), Université de Montréal, Montreal; Sainte-Justine Hospital Research Center, Montreal (Douard, Saci, Moreau, Huguet, Jacquemont); Department of Biomedical and Health Informatics (Almasy) and Department of Psychiatry (Alexander-Bloch), Children's Hospital of Philadelphia, Philadelphia; Department of Psychiatry, Rutgers-Robert Wood Johnson Medical School, Piscataway, N.J. (Deo); Rutgers University Behavioral Health Care, Piscataway, N.J. (Deo). Lifespan Brain Institute, Children's Hospital of Philadelphia, Philadelphia (Almasy); Department of Genetics, University of Pennsylvania, Philadelphia (Almasy); Department of Pharmacology, Feinberg School of Medicine, Northwestern University, Chicago (Smith)
| | - Maria Goldman
- Early Psychosis Investigation Center (Brownstein, Mollon, Smith, Hojlo, Knowles, Deaso, D'Angelo, Deo, Glahn, Gonzalez-Heydrich), Division of Genetics and Genomics (Brownstein, Smith, Cabral, Li, Bowen, Rao, Genetti, Agrawal, Beggs, Glahn), Manton Center for Orphan Disease Research (Brownstein, Smith, Cabral, Li, Bowen, Genetti, Agrawal, Beggs, Glahn), Department of Psychiatry and Behavioral Sciences (Mollon, Hojlo, Das, Goldman, Garvey, Carroll, Knowles, Deaso, D'Angelo, Deo, Glahn, Gonzalez-Heydrich), Tommy Fuss Center for Neuropsychiatric Disease Research (Deo, Glahn, Gonzalez-Heydrich), and Division of Newborn Medicine (Agrawal), Boston Children's Hospital, Boston; Department of Pediatrics (Brownstein, Smith, Genetti, Agrawal, Beggs, Deo) and Department of Psychiatry (Mollon, Carroll, Knowles, D'Angelo, Deo, Glahn, Gonzalez-Heydrich), Harvard Medical School, Boston; Department of Pediatrics (Jacquemont) and Department of Neuroscience (Douard, Moreau), Université de Montréal, Montreal; Sainte-Justine Hospital Research Center, Montreal (Douard, Saci, Moreau, Huguet, Jacquemont); Department of Biomedical and Health Informatics (Almasy) and Department of Psychiatry (Alexander-Bloch), Children's Hospital of Philadelphia, Philadelphia; Department of Psychiatry, Rutgers-Robert Wood Johnson Medical School, Piscataway, N.J. (Deo); Rutgers University Behavioral Health Care, Piscataway, N.J. (Deo). Lifespan Brain Institute, Children's Hospital of Philadelphia, Philadelphia (Almasy); Department of Genetics, University of Pennsylvania, Philadelphia (Almasy); Department of Pharmacology, Feinberg School of Medicine, Northwestern University, Chicago (Smith)
| | - Emily Garvey
- Early Psychosis Investigation Center (Brownstein, Mollon, Smith, Hojlo, Knowles, Deaso, D'Angelo, Deo, Glahn, Gonzalez-Heydrich), Division of Genetics and Genomics (Brownstein, Smith, Cabral, Li, Bowen, Rao, Genetti, Agrawal, Beggs, Glahn), Manton Center for Orphan Disease Research (Brownstein, Smith, Cabral, Li, Bowen, Genetti, Agrawal, Beggs, Glahn), Department of Psychiatry and Behavioral Sciences (Mollon, Hojlo, Das, Goldman, Garvey, Carroll, Knowles, Deaso, D'Angelo, Deo, Glahn, Gonzalez-Heydrich), Tommy Fuss Center for Neuropsychiatric Disease Research (Deo, Glahn, Gonzalez-Heydrich), and Division of Newborn Medicine (Agrawal), Boston Children's Hospital, Boston; Department of Pediatrics (Brownstein, Smith, Genetti, Agrawal, Beggs, Deo) and Department of Psychiatry (Mollon, Carroll, Knowles, D'Angelo, Deo, Glahn, Gonzalez-Heydrich), Harvard Medical School, Boston; Department of Pediatrics (Jacquemont) and Department of Neuroscience (Douard, Moreau), Université de Montréal, Montreal; Sainte-Justine Hospital Research Center, Montreal (Douard, Saci, Moreau, Huguet, Jacquemont); Department of Biomedical and Health Informatics (Almasy) and Department of Psychiatry (Alexander-Bloch), Children's Hospital of Philadelphia, Philadelphia; Department of Psychiatry, Rutgers-Robert Wood Johnson Medical School, Piscataway, N.J. (Deo); Rutgers University Behavioral Health Care, Piscataway, N.J. (Deo). Lifespan Brain Institute, Children's Hospital of Philadelphia, Philadelphia (Almasy); Department of Genetics, University of Pennsylvania, Philadelphia (Almasy); Department of Pharmacology, Feinberg School of Medicine, Northwestern University, Chicago (Smith)
| | - Kristin Cabral
- Early Psychosis Investigation Center (Brownstein, Mollon, Smith, Hojlo, Knowles, Deaso, D'Angelo, Deo, Glahn, Gonzalez-Heydrich), Division of Genetics and Genomics (Brownstein, Smith, Cabral, Li, Bowen, Rao, Genetti, Agrawal, Beggs, Glahn), Manton Center for Orphan Disease Research (Brownstein, Smith, Cabral, Li, Bowen, Genetti, Agrawal, Beggs, Glahn), Department of Psychiatry and Behavioral Sciences (Mollon, Hojlo, Das, Goldman, Garvey, Carroll, Knowles, Deaso, D'Angelo, Deo, Glahn, Gonzalez-Heydrich), Tommy Fuss Center for Neuropsychiatric Disease Research (Deo, Glahn, Gonzalez-Heydrich), and Division of Newborn Medicine (Agrawal), Boston Children's Hospital, Boston; Department of Pediatrics (Brownstein, Smith, Genetti, Agrawal, Beggs, Deo) and Department of Psychiatry (Mollon, Carroll, Knowles, D'Angelo, Deo, Glahn, Gonzalez-Heydrich), Harvard Medical School, Boston; Department of Pediatrics (Jacquemont) and Department of Neuroscience (Douard, Moreau), Université de Montréal, Montreal; Sainte-Justine Hospital Research Center, Montreal (Douard, Saci, Moreau, Huguet, Jacquemont); Department of Biomedical and Health Informatics (Almasy) and Department of Psychiatry (Alexander-Bloch), Children's Hospital of Philadelphia, Philadelphia; Department of Psychiatry, Rutgers-Robert Wood Johnson Medical School, Piscataway, N.J. (Deo); Rutgers University Behavioral Health Care, Piscataway, N.J. (Deo). Lifespan Brain Institute, Children's Hospital of Philadelphia, Philadelphia (Almasy); Department of Genetics, University of Pennsylvania, Philadelphia (Almasy); Department of Pharmacology, Feinberg School of Medicine, Northwestern University, Chicago (Smith)
| | - Jianqiao Li
- Early Psychosis Investigation Center (Brownstein, Mollon, Smith, Hojlo, Knowles, Deaso, D'Angelo, Deo, Glahn, Gonzalez-Heydrich), Division of Genetics and Genomics (Brownstein, Smith, Cabral, Li, Bowen, Rao, Genetti, Agrawal, Beggs, Glahn), Manton Center for Orphan Disease Research (Brownstein, Smith, Cabral, Li, Bowen, Genetti, Agrawal, Beggs, Glahn), Department of Psychiatry and Behavioral Sciences (Mollon, Hojlo, Das, Goldman, Garvey, Carroll, Knowles, Deaso, D'Angelo, Deo, Glahn, Gonzalez-Heydrich), Tommy Fuss Center for Neuropsychiatric Disease Research (Deo, Glahn, Gonzalez-Heydrich), and Division of Newborn Medicine (Agrawal), Boston Children's Hospital, Boston; Department of Pediatrics (Brownstein, Smith, Genetti, Agrawal, Beggs, Deo) and Department of Psychiatry (Mollon, Carroll, Knowles, D'Angelo, Deo, Glahn, Gonzalez-Heydrich), Harvard Medical School, Boston; Department of Pediatrics (Jacquemont) and Department of Neuroscience (Douard, Moreau), Université de Montréal, Montreal; Sainte-Justine Hospital Research Center, Montreal (Douard, Saci, Moreau, Huguet, Jacquemont); Department of Biomedical and Health Informatics (Almasy) and Department of Psychiatry (Alexander-Bloch), Children's Hospital of Philadelphia, Philadelphia; Department of Psychiatry, Rutgers-Robert Wood Johnson Medical School, Piscataway, N.J. (Deo); Rutgers University Behavioral Health Care, Piscataway, N.J. (Deo). Lifespan Brain Institute, Children's Hospital of Philadelphia, Philadelphia (Almasy); Department of Genetics, University of Pennsylvania, Philadelphia (Almasy); Department of Pharmacology, Feinberg School of Medicine, Northwestern University, Chicago (Smith)
| | - Joshua Bowen
- Early Psychosis Investigation Center (Brownstein, Mollon, Smith, Hojlo, Knowles, Deaso, D'Angelo, Deo, Glahn, Gonzalez-Heydrich), Division of Genetics and Genomics (Brownstein, Smith, Cabral, Li, Bowen, Rao, Genetti, Agrawal, Beggs, Glahn), Manton Center for Orphan Disease Research (Brownstein, Smith, Cabral, Li, Bowen, Genetti, Agrawal, Beggs, Glahn), Department of Psychiatry and Behavioral Sciences (Mollon, Hojlo, Das, Goldman, Garvey, Carroll, Knowles, Deaso, D'Angelo, Deo, Glahn, Gonzalez-Heydrich), Tommy Fuss Center for Neuropsychiatric Disease Research (Deo, Glahn, Gonzalez-Heydrich), and Division of Newborn Medicine (Agrawal), Boston Children's Hospital, Boston; Department of Pediatrics (Brownstein, Smith, Genetti, Agrawal, Beggs, Deo) and Department of Psychiatry (Mollon, Carroll, Knowles, D'Angelo, Deo, Glahn, Gonzalez-Heydrich), Harvard Medical School, Boston; Department of Pediatrics (Jacquemont) and Department of Neuroscience (Douard, Moreau), Université de Montréal, Montreal; Sainte-Justine Hospital Research Center, Montreal (Douard, Saci, Moreau, Huguet, Jacquemont); Department of Biomedical and Health Informatics (Almasy) and Department of Psychiatry (Alexander-Bloch), Children's Hospital of Philadelphia, Philadelphia; Department of Psychiatry, Rutgers-Robert Wood Johnson Medical School, Piscataway, N.J. (Deo); Rutgers University Behavioral Health Care, Piscataway, N.J. (Deo). Lifespan Brain Institute, Children's Hospital of Philadelphia, Philadelphia (Almasy); Department of Genetics, University of Pennsylvania, Philadelphia (Almasy); Department of Pharmacology, Feinberg School of Medicine, Northwestern University, Chicago (Smith)
| | - Abhijit S Rao
- Early Psychosis Investigation Center (Brownstein, Mollon, Smith, Hojlo, Knowles, Deaso, D'Angelo, Deo, Glahn, Gonzalez-Heydrich), Division of Genetics and Genomics (Brownstein, Smith, Cabral, Li, Bowen, Rao, Genetti, Agrawal, Beggs, Glahn), Manton Center for Orphan Disease Research (Brownstein, Smith, Cabral, Li, Bowen, Genetti, Agrawal, Beggs, Glahn), Department of Psychiatry and Behavioral Sciences (Mollon, Hojlo, Das, Goldman, Garvey, Carroll, Knowles, Deaso, D'Angelo, Deo, Glahn, Gonzalez-Heydrich), Tommy Fuss Center for Neuropsychiatric Disease Research (Deo, Glahn, Gonzalez-Heydrich), and Division of Newborn Medicine (Agrawal), Boston Children's Hospital, Boston; Department of Pediatrics (Brownstein, Smith, Genetti, Agrawal, Beggs, Deo) and Department of Psychiatry (Mollon, Carroll, Knowles, D'Angelo, Deo, Glahn, Gonzalez-Heydrich), Harvard Medical School, Boston; Department of Pediatrics (Jacquemont) and Department of Neuroscience (Douard, Moreau), Université de Montréal, Montreal; Sainte-Justine Hospital Research Center, Montreal (Douard, Saci, Moreau, Huguet, Jacquemont); Department of Biomedical and Health Informatics (Almasy) and Department of Psychiatry (Alexander-Bloch), Children's Hospital of Philadelphia, Philadelphia; Department of Psychiatry, Rutgers-Robert Wood Johnson Medical School, Piscataway, N.J. (Deo); Rutgers University Behavioral Health Care, Piscataway, N.J. (Deo). Lifespan Brain Institute, Children's Hospital of Philadelphia, Philadelphia (Almasy); Department of Genetics, University of Pennsylvania, Philadelphia (Almasy); Department of Pharmacology, Feinberg School of Medicine, Northwestern University, Chicago (Smith)
| | - Casie Genetti
- Early Psychosis Investigation Center (Brownstein, Mollon, Smith, Hojlo, Knowles, Deaso, D'Angelo, Deo, Glahn, Gonzalez-Heydrich), Division of Genetics and Genomics (Brownstein, Smith, Cabral, Li, Bowen, Rao, Genetti, Agrawal, Beggs, Glahn), Manton Center for Orphan Disease Research (Brownstein, Smith, Cabral, Li, Bowen, Genetti, Agrawal, Beggs, Glahn), Department of Psychiatry and Behavioral Sciences (Mollon, Hojlo, Das, Goldman, Garvey, Carroll, Knowles, Deaso, D'Angelo, Deo, Glahn, Gonzalez-Heydrich), Tommy Fuss Center for Neuropsychiatric Disease Research (Deo, Glahn, Gonzalez-Heydrich), and Division of Newborn Medicine (Agrawal), Boston Children's Hospital, Boston; Department of Pediatrics (Brownstein, Smith, Genetti, Agrawal, Beggs, Deo) and Department of Psychiatry (Mollon, Carroll, Knowles, D'Angelo, Deo, Glahn, Gonzalez-Heydrich), Harvard Medical School, Boston; Department of Pediatrics (Jacquemont) and Department of Neuroscience (Douard, Moreau), Université de Montréal, Montreal; Sainte-Justine Hospital Research Center, Montreal (Douard, Saci, Moreau, Huguet, Jacquemont); Department of Biomedical and Health Informatics (Almasy) and Department of Psychiatry (Alexander-Bloch), Children's Hospital of Philadelphia, Philadelphia; Department of Psychiatry, Rutgers-Robert Wood Johnson Medical School, Piscataway, N.J. (Deo); Rutgers University Behavioral Health Care, Piscataway, N.J. (Deo). Lifespan Brain Institute, Children's Hospital of Philadelphia, Philadelphia (Almasy); Department of Genetics, University of Pennsylvania, Philadelphia (Almasy); Department of Pharmacology, Feinberg School of Medicine, Northwestern University, Chicago (Smith)
| | - Devon Carroll
- Early Psychosis Investigation Center (Brownstein, Mollon, Smith, Hojlo, Knowles, Deaso, D'Angelo, Deo, Glahn, Gonzalez-Heydrich), Division of Genetics and Genomics (Brownstein, Smith, Cabral, Li, Bowen, Rao, Genetti, Agrawal, Beggs, Glahn), Manton Center for Orphan Disease Research (Brownstein, Smith, Cabral, Li, Bowen, Genetti, Agrawal, Beggs, Glahn), Department of Psychiatry and Behavioral Sciences (Mollon, Hojlo, Das, Goldman, Garvey, Carroll, Knowles, Deaso, D'Angelo, Deo, Glahn, Gonzalez-Heydrich), Tommy Fuss Center for Neuropsychiatric Disease Research (Deo, Glahn, Gonzalez-Heydrich), and Division of Newborn Medicine (Agrawal), Boston Children's Hospital, Boston; Department of Pediatrics (Brownstein, Smith, Genetti, Agrawal, Beggs, Deo) and Department of Psychiatry (Mollon, Carroll, Knowles, D'Angelo, Deo, Glahn, Gonzalez-Heydrich), Harvard Medical School, Boston; Department of Pediatrics (Jacquemont) and Department of Neuroscience (Douard, Moreau), Université de Montréal, Montreal; Sainte-Justine Hospital Research Center, Montreal (Douard, Saci, Moreau, Huguet, Jacquemont); Department of Biomedical and Health Informatics (Almasy) and Department of Psychiatry (Alexander-Bloch), Children's Hospital of Philadelphia, Philadelphia; Department of Psychiatry, Rutgers-Robert Wood Johnson Medical School, Piscataway, N.J. (Deo); Rutgers University Behavioral Health Care, Piscataway, N.J. (Deo). Lifespan Brain Institute, Children's Hospital of Philadelphia, Philadelphia (Almasy); Department of Genetics, University of Pennsylvania, Philadelphia (Almasy); Department of Pharmacology, Feinberg School of Medicine, Northwestern University, Chicago (Smith)
| | - Emma E M Knowles
- Early Psychosis Investigation Center (Brownstein, Mollon, Smith, Hojlo, Knowles, Deaso, D'Angelo, Deo, Glahn, Gonzalez-Heydrich), Division of Genetics and Genomics (Brownstein, Smith, Cabral, Li, Bowen, Rao, Genetti, Agrawal, Beggs, Glahn), Manton Center for Orphan Disease Research (Brownstein, Smith, Cabral, Li, Bowen, Genetti, Agrawal, Beggs, Glahn), Department of Psychiatry and Behavioral Sciences (Mollon, Hojlo, Das, Goldman, Garvey, Carroll, Knowles, Deaso, D'Angelo, Deo, Glahn, Gonzalez-Heydrich), Tommy Fuss Center for Neuropsychiatric Disease Research (Deo, Glahn, Gonzalez-Heydrich), and Division of Newborn Medicine (Agrawal), Boston Children's Hospital, Boston; Department of Pediatrics (Brownstein, Smith, Genetti, Agrawal, Beggs, Deo) and Department of Psychiatry (Mollon, Carroll, Knowles, D'Angelo, Deo, Glahn, Gonzalez-Heydrich), Harvard Medical School, Boston; Department of Pediatrics (Jacquemont) and Department of Neuroscience (Douard, Moreau), Université de Montréal, Montreal; Sainte-Justine Hospital Research Center, Montreal (Douard, Saci, Moreau, Huguet, Jacquemont); Department of Biomedical and Health Informatics (Almasy) and Department of Psychiatry (Alexander-Bloch), Children's Hospital of Philadelphia, Philadelphia; Department of Psychiatry, Rutgers-Robert Wood Johnson Medical School, Piscataway, N.J. (Deo); Rutgers University Behavioral Health Care, Piscataway, N.J. (Deo). Lifespan Brain Institute, Children's Hospital of Philadelphia, Philadelphia (Almasy); Department of Genetics, University of Pennsylvania, Philadelphia (Almasy); Department of Pharmacology, Feinberg School of Medicine, Northwestern University, Chicago (Smith)
| | - Emma Deaso
- Early Psychosis Investigation Center (Brownstein, Mollon, Smith, Hojlo, Knowles, Deaso, D'Angelo, Deo, Glahn, Gonzalez-Heydrich), Division of Genetics and Genomics (Brownstein, Smith, Cabral, Li, Bowen, Rao, Genetti, Agrawal, Beggs, Glahn), Manton Center for Orphan Disease Research (Brownstein, Smith, Cabral, Li, Bowen, Genetti, Agrawal, Beggs, Glahn), Department of Psychiatry and Behavioral Sciences (Mollon, Hojlo, Das, Goldman, Garvey, Carroll, Knowles, Deaso, D'Angelo, Deo, Glahn, Gonzalez-Heydrich), Tommy Fuss Center for Neuropsychiatric Disease Research (Deo, Glahn, Gonzalez-Heydrich), and Division of Newborn Medicine (Agrawal), Boston Children's Hospital, Boston; Department of Pediatrics (Brownstein, Smith, Genetti, Agrawal, Beggs, Deo) and Department of Psychiatry (Mollon, Carroll, Knowles, D'Angelo, Deo, Glahn, Gonzalez-Heydrich), Harvard Medical School, Boston; Department of Pediatrics (Jacquemont) and Department of Neuroscience (Douard, Moreau), Université de Montréal, Montreal; Sainte-Justine Hospital Research Center, Montreal (Douard, Saci, Moreau, Huguet, Jacquemont); Department of Biomedical and Health Informatics (Almasy) and Department of Psychiatry (Alexander-Bloch), Children's Hospital of Philadelphia, Philadelphia; Department of Psychiatry, Rutgers-Robert Wood Johnson Medical School, Piscataway, N.J. (Deo); Rutgers University Behavioral Health Care, Piscataway, N.J. (Deo). Lifespan Brain Institute, Children's Hospital of Philadelphia, Philadelphia (Almasy); Department of Genetics, University of Pennsylvania, Philadelphia (Almasy); Department of Pharmacology, Feinberg School of Medicine, Northwestern University, Chicago (Smith)
| | - Pankaj B Agrawal
- Early Psychosis Investigation Center (Brownstein, Mollon, Smith, Hojlo, Knowles, Deaso, D'Angelo, Deo, Glahn, Gonzalez-Heydrich), Division of Genetics and Genomics (Brownstein, Smith, Cabral, Li, Bowen, Rao, Genetti, Agrawal, Beggs, Glahn), Manton Center for Orphan Disease Research (Brownstein, Smith, Cabral, Li, Bowen, Genetti, Agrawal, Beggs, Glahn), Department of Psychiatry and Behavioral Sciences (Mollon, Hojlo, Das, Goldman, Garvey, Carroll, Knowles, Deaso, D'Angelo, Deo, Glahn, Gonzalez-Heydrich), Tommy Fuss Center for Neuropsychiatric Disease Research (Deo, Glahn, Gonzalez-Heydrich), and Division of Newborn Medicine (Agrawal), Boston Children's Hospital, Boston; Department of Pediatrics (Brownstein, Smith, Genetti, Agrawal, Beggs, Deo) and Department of Psychiatry (Mollon, Carroll, Knowles, D'Angelo, Deo, Glahn, Gonzalez-Heydrich), Harvard Medical School, Boston; Department of Pediatrics (Jacquemont) and Department of Neuroscience (Douard, Moreau), Université de Montréal, Montreal; Sainte-Justine Hospital Research Center, Montreal (Douard, Saci, Moreau, Huguet, Jacquemont); Department of Biomedical and Health Informatics (Almasy) and Department of Psychiatry (Alexander-Bloch), Children's Hospital of Philadelphia, Philadelphia; Department of Psychiatry, Rutgers-Robert Wood Johnson Medical School, Piscataway, N.J. (Deo); Rutgers University Behavioral Health Care, Piscataway, N.J. (Deo). Lifespan Brain Institute, Children's Hospital of Philadelphia, Philadelphia (Almasy); Department of Genetics, University of Pennsylvania, Philadelphia (Almasy); Department of Pharmacology, Feinberg School of Medicine, Northwestern University, Chicago (Smith)
| | - Alan H Beggs
- Early Psychosis Investigation Center (Brownstein, Mollon, Smith, Hojlo, Knowles, Deaso, D'Angelo, Deo, Glahn, Gonzalez-Heydrich), Division of Genetics and Genomics (Brownstein, Smith, Cabral, Li, Bowen, Rao, Genetti, Agrawal, Beggs, Glahn), Manton Center for Orphan Disease Research (Brownstein, Smith, Cabral, Li, Bowen, Genetti, Agrawal, Beggs, Glahn), Department of Psychiatry and Behavioral Sciences (Mollon, Hojlo, Das, Goldman, Garvey, Carroll, Knowles, Deaso, D'Angelo, Deo, Glahn, Gonzalez-Heydrich), Tommy Fuss Center for Neuropsychiatric Disease Research (Deo, Glahn, Gonzalez-Heydrich), and Division of Newborn Medicine (Agrawal), Boston Children's Hospital, Boston; Department of Pediatrics (Brownstein, Smith, Genetti, Agrawal, Beggs, Deo) and Department of Psychiatry (Mollon, Carroll, Knowles, D'Angelo, Deo, Glahn, Gonzalez-Heydrich), Harvard Medical School, Boston; Department of Pediatrics (Jacquemont) and Department of Neuroscience (Douard, Moreau), Université de Montréal, Montreal; Sainte-Justine Hospital Research Center, Montreal (Douard, Saci, Moreau, Huguet, Jacquemont); Department of Biomedical and Health Informatics (Almasy) and Department of Psychiatry (Alexander-Bloch), Children's Hospital of Philadelphia, Philadelphia; Department of Psychiatry, Rutgers-Robert Wood Johnson Medical School, Piscataway, N.J. (Deo); Rutgers University Behavioral Health Care, Piscataway, N.J. (Deo). Lifespan Brain Institute, Children's Hospital of Philadelphia, Philadelphia (Almasy); Department of Genetics, University of Pennsylvania, Philadelphia (Almasy); Department of Pharmacology, Feinberg School of Medicine, Northwestern University, Chicago (Smith)
| | - Eugene D'Angelo
- Early Psychosis Investigation Center (Brownstein, Mollon, Smith, Hojlo, Knowles, Deaso, D'Angelo, Deo, Glahn, Gonzalez-Heydrich), Division of Genetics and Genomics (Brownstein, Smith, Cabral, Li, Bowen, Rao, Genetti, Agrawal, Beggs, Glahn), Manton Center for Orphan Disease Research (Brownstein, Smith, Cabral, Li, Bowen, Genetti, Agrawal, Beggs, Glahn), Department of Psychiatry and Behavioral Sciences (Mollon, Hojlo, Das, Goldman, Garvey, Carroll, Knowles, Deaso, D'Angelo, Deo, Glahn, Gonzalez-Heydrich), Tommy Fuss Center for Neuropsychiatric Disease Research (Deo, Glahn, Gonzalez-Heydrich), and Division of Newborn Medicine (Agrawal), Boston Children's Hospital, Boston; Department of Pediatrics (Brownstein, Smith, Genetti, Agrawal, Beggs, Deo) and Department of Psychiatry (Mollon, Carroll, Knowles, D'Angelo, Deo, Glahn, Gonzalez-Heydrich), Harvard Medical School, Boston; Department of Pediatrics (Jacquemont) and Department of Neuroscience (Douard, Moreau), Université de Montréal, Montreal; Sainte-Justine Hospital Research Center, Montreal (Douard, Saci, Moreau, Huguet, Jacquemont); Department of Biomedical and Health Informatics (Almasy) and Department of Psychiatry (Alexander-Bloch), Children's Hospital of Philadelphia, Philadelphia; Department of Psychiatry, Rutgers-Robert Wood Johnson Medical School, Piscataway, N.J. (Deo); Rutgers University Behavioral Health Care, Piscataway, N.J. (Deo). Lifespan Brain Institute, Children's Hospital of Philadelphia, Philadelphia (Almasy); Department of Genetics, University of Pennsylvania, Philadelphia (Almasy); Department of Pharmacology, Feinberg School of Medicine, Northwestern University, Chicago (Smith)
| | - Laura Almasy
- Early Psychosis Investigation Center (Brownstein, Mollon, Smith, Hojlo, Knowles, Deaso, D'Angelo, Deo, Glahn, Gonzalez-Heydrich), Division of Genetics and Genomics (Brownstein, Smith, Cabral, Li, Bowen, Rao, Genetti, Agrawal, Beggs, Glahn), Manton Center for Orphan Disease Research (Brownstein, Smith, Cabral, Li, Bowen, Genetti, Agrawal, Beggs, Glahn), Department of Psychiatry and Behavioral Sciences (Mollon, Hojlo, Das, Goldman, Garvey, Carroll, Knowles, Deaso, D'Angelo, Deo, Glahn, Gonzalez-Heydrich), Tommy Fuss Center for Neuropsychiatric Disease Research (Deo, Glahn, Gonzalez-Heydrich), and Division of Newborn Medicine (Agrawal), Boston Children's Hospital, Boston; Department of Pediatrics (Brownstein, Smith, Genetti, Agrawal, Beggs, Deo) and Department of Psychiatry (Mollon, Carroll, Knowles, D'Angelo, Deo, Glahn, Gonzalez-Heydrich), Harvard Medical School, Boston; Department of Pediatrics (Jacquemont) and Department of Neuroscience (Douard, Moreau), Université de Montréal, Montreal; Sainte-Justine Hospital Research Center, Montreal (Douard, Saci, Moreau, Huguet, Jacquemont); Department of Biomedical and Health Informatics (Almasy) and Department of Psychiatry (Alexander-Bloch), Children's Hospital of Philadelphia, Philadelphia; Department of Psychiatry, Rutgers-Robert Wood Johnson Medical School, Piscataway, N.J. (Deo); Rutgers University Behavioral Health Care, Piscataway, N.J. (Deo). Lifespan Brain Institute, Children's Hospital of Philadelphia, Philadelphia (Almasy); Department of Genetics, University of Pennsylvania, Philadelphia (Almasy); Department of Pharmacology, Feinberg School of Medicine, Northwestern University, Chicago (Smith)
| | - Aaron Alexander-Bloch
- Early Psychosis Investigation Center (Brownstein, Mollon, Smith, Hojlo, Knowles, Deaso, D'Angelo, Deo, Glahn, Gonzalez-Heydrich), Division of Genetics and Genomics (Brownstein, Smith, Cabral, Li, Bowen, Rao, Genetti, Agrawal, Beggs, Glahn), Manton Center for Orphan Disease Research (Brownstein, Smith, Cabral, Li, Bowen, Genetti, Agrawal, Beggs, Glahn), Department of Psychiatry and Behavioral Sciences (Mollon, Hojlo, Das, Goldman, Garvey, Carroll, Knowles, Deaso, D'Angelo, Deo, Glahn, Gonzalez-Heydrich), Tommy Fuss Center for Neuropsychiatric Disease Research (Deo, Glahn, Gonzalez-Heydrich), and Division of Newborn Medicine (Agrawal), Boston Children's Hospital, Boston; Department of Pediatrics (Brownstein, Smith, Genetti, Agrawal, Beggs, Deo) and Department of Psychiatry (Mollon, Carroll, Knowles, D'Angelo, Deo, Glahn, Gonzalez-Heydrich), Harvard Medical School, Boston; Department of Pediatrics (Jacquemont) and Department of Neuroscience (Douard, Moreau), Université de Montréal, Montreal; Sainte-Justine Hospital Research Center, Montreal (Douard, Saci, Moreau, Huguet, Jacquemont); Department of Biomedical and Health Informatics (Almasy) and Department of Psychiatry (Alexander-Bloch), Children's Hospital of Philadelphia, Philadelphia; Department of Psychiatry, Rutgers-Robert Wood Johnson Medical School, Piscataway, N.J. (Deo); Rutgers University Behavioral Health Care, Piscataway, N.J. (Deo). Lifespan Brain Institute, Children's Hospital of Philadelphia, Philadelphia (Almasy); Department of Genetics, University of Pennsylvania, Philadelphia (Almasy); Department of Pharmacology, Feinberg School of Medicine, Northwestern University, Chicago (Smith)
| | - Zohra Saci
- Early Psychosis Investigation Center (Brownstein, Mollon, Smith, Hojlo, Knowles, Deaso, D'Angelo, Deo, Glahn, Gonzalez-Heydrich), Division of Genetics and Genomics (Brownstein, Smith, Cabral, Li, Bowen, Rao, Genetti, Agrawal, Beggs, Glahn), Manton Center for Orphan Disease Research (Brownstein, Smith, Cabral, Li, Bowen, Genetti, Agrawal, Beggs, Glahn), Department of Psychiatry and Behavioral Sciences (Mollon, Hojlo, Das, Goldman, Garvey, Carroll, Knowles, Deaso, D'Angelo, Deo, Glahn, Gonzalez-Heydrich), Tommy Fuss Center for Neuropsychiatric Disease Research (Deo, Glahn, Gonzalez-Heydrich), and Division of Newborn Medicine (Agrawal), Boston Children's Hospital, Boston; Department of Pediatrics (Brownstein, Smith, Genetti, Agrawal, Beggs, Deo) and Department of Psychiatry (Mollon, Carroll, Knowles, D'Angelo, Deo, Glahn, Gonzalez-Heydrich), Harvard Medical School, Boston; Department of Pediatrics (Jacquemont) and Department of Neuroscience (Douard, Moreau), Université de Montréal, Montreal; Sainte-Justine Hospital Research Center, Montreal (Douard, Saci, Moreau, Huguet, Jacquemont); Department of Biomedical and Health Informatics (Almasy) and Department of Psychiatry (Alexander-Bloch), Children's Hospital of Philadelphia, Philadelphia; Department of Psychiatry, Rutgers-Robert Wood Johnson Medical School, Piscataway, N.J. (Deo); Rutgers University Behavioral Health Care, Piscataway, N.J. (Deo). Lifespan Brain Institute, Children's Hospital of Philadelphia, Philadelphia (Almasy); Department of Genetics, University of Pennsylvania, Philadelphia (Almasy); Department of Pharmacology, Feinberg School of Medicine, Northwestern University, Chicago (Smith)
| | - Clara A Moreau
- Early Psychosis Investigation Center (Brownstein, Mollon, Smith, Hojlo, Knowles, Deaso, D'Angelo, Deo, Glahn, Gonzalez-Heydrich), Division of Genetics and Genomics (Brownstein, Smith, Cabral, Li, Bowen, Rao, Genetti, Agrawal, Beggs, Glahn), Manton Center for Orphan Disease Research (Brownstein, Smith, Cabral, Li, Bowen, Genetti, Agrawal, Beggs, Glahn), Department of Psychiatry and Behavioral Sciences (Mollon, Hojlo, Das, Goldman, Garvey, Carroll, Knowles, Deaso, D'Angelo, Deo, Glahn, Gonzalez-Heydrich), Tommy Fuss Center for Neuropsychiatric Disease Research (Deo, Glahn, Gonzalez-Heydrich), and Division of Newborn Medicine (Agrawal), Boston Children's Hospital, Boston; Department of Pediatrics (Brownstein, Smith, Genetti, Agrawal, Beggs, Deo) and Department of Psychiatry (Mollon, Carroll, Knowles, D'Angelo, Deo, Glahn, Gonzalez-Heydrich), Harvard Medical School, Boston; Department of Pediatrics (Jacquemont) and Department of Neuroscience (Douard, Moreau), Université de Montréal, Montreal; Sainte-Justine Hospital Research Center, Montreal (Douard, Saci, Moreau, Huguet, Jacquemont); Department of Biomedical and Health Informatics (Almasy) and Department of Psychiatry (Alexander-Bloch), Children's Hospital of Philadelphia, Philadelphia; Department of Psychiatry, Rutgers-Robert Wood Johnson Medical School, Piscataway, N.J. (Deo); Rutgers University Behavioral Health Care, Piscataway, N.J. (Deo). Lifespan Brain Institute, Children's Hospital of Philadelphia, Philadelphia (Almasy); Department of Genetics, University of Pennsylvania, Philadelphia (Almasy); Department of Pharmacology, Feinberg School of Medicine, Northwestern University, Chicago (Smith)
| | - Guillaume Huguet
- Early Psychosis Investigation Center (Brownstein, Mollon, Smith, Hojlo, Knowles, Deaso, D'Angelo, Deo, Glahn, Gonzalez-Heydrich), Division of Genetics and Genomics (Brownstein, Smith, Cabral, Li, Bowen, Rao, Genetti, Agrawal, Beggs, Glahn), Manton Center for Orphan Disease Research (Brownstein, Smith, Cabral, Li, Bowen, Genetti, Agrawal, Beggs, Glahn), Department of Psychiatry and Behavioral Sciences (Mollon, Hojlo, Das, Goldman, Garvey, Carroll, Knowles, Deaso, D'Angelo, Deo, Glahn, Gonzalez-Heydrich), Tommy Fuss Center for Neuropsychiatric Disease Research (Deo, Glahn, Gonzalez-Heydrich), and Division of Newborn Medicine (Agrawal), Boston Children's Hospital, Boston; Department of Pediatrics (Brownstein, Smith, Genetti, Agrawal, Beggs, Deo) and Department of Psychiatry (Mollon, Carroll, Knowles, D'Angelo, Deo, Glahn, Gonzalez-Heydrich), Harvard Medical School, Boston; Department of Pediatrics (Jacquemont) and Department of Neuroscience (Douard, Moreau), Université de Montréal, Montreal; Sainte-Justine Hospital Research Center, Montreal (Douard, Saci, Moreau, Huguet, Jacquemont); Department of Biomedical and Health Informatics (Almasy) and Department of Psychiatry (Alexander-Bloch), Children's Hospital of Philadelphia, Philadelphia; Department of Psychiatry, Rutgers-Robert Wood Johnson Medical School, Piscataway, N.J. (Deo); Rutgers University Behavioral Health Care, Piscataway, N.J. (Deo). Lifespan Brain Institute, Children's Hospital of Philadelphia, Philadelphia (Almasy); Department of Genetics, University of Pennsylvania, Philadelphia (Almasy); Department of Pharmacology, Feinberg School of Medicine, Northwestern University, Chicago (Smith)
| | - Anthony J Deo
- Early Psychosis Investigation Center (Brownstein, Mollon, Smith, Hojlo, Knowles, Deaso, D'Angelo, Deo, Glahn, Gonzalez-Heydrich), Division of Genetics and Genomics (Brownstein, Smith, Cabral, Li, Bowen, Rao, Genetti, Agrawal, Beggs, Glahn), Manton Center for Orphan Disease Research (Brownstein, Smith, Cabral, Li, Bowen, Genetti, Agrawal, Beggs, Glahn), Department of Psychiatry and Behavioral Sciences (Mollon, Hojlo, Das, Goldman, Garvey, Carroll, Knowles, Deaso, D'Angelo, Deo, Glahn, Gonzalez-Heydrich), Tommy Fuss Center for Neuropsychiatric Disease Research (Deo, Glahn, Gonzalez-Heydrich), and Division of Newborn Medicine (Agrawal), Boston Children's Hospital, Boston; Department of Pediatrics (Brownstein, Smith, Genetti, Agrawal, Beggs, Deo) and Department of Psychiatry (Mollon, Carroll, Knowles, D'Angelo, Deo, Glahn, Gonzalez-Heydrich), Harvard Medical School, Boston; Department of Pediatrics (Jacquemont) and Department of Neuroscience (Douard, Moreau), Université de Montréal, Montreal; Sainte-Justine Hospital Research Center, Montreal (Douard, Saci, Moreau, Huguet, Jacquemont); Department of Biomedical and Health Informatics (Almasy) and Department of Psychiatry (Alexander-Bloch), Children's Hospital of Philadelphia, Philadelphia; Department of Psychiatry, Rutgers-Robert Wood Johnson Medical School, Piscataway, N.J. (Deo); Rutgers University Behavioral Health Care, Piscataway, N.J. (Deo). Lifespan Brain Institute, Children's Hospital of Philadelphia, Philadelphia (Almasy); Department of Genetics, University of Pennsylvania, Philadelphia (Almasy); Department of Pharmacology, Feinberg School of Medicine, Northwestern University, Chicago (Smith)
| | - Sébastien Jacquemont
- Early Psychosis Investigation Center (Brownstein, Mollon, Smith, Hojlo, Knowles, Deaso, D'Angelo, Deo, Glahn, Gonzalez-Heydrich), Division of Genetics and Genomics (Brownstein, Smith, Cabral, Li, Bowen, Rao, Genetti, Agrawal, Beggs, Glahn), Manton Center for Orphan Disease Research (Brownstein, Smith, Cabral, Li, Bowen, Genetti, Agrawal, Beggs, Glahn), Department of Psychiatry and Behavioral Sciences (Mollon, Hojlo, Das, Goldman, Garvey, Carroll, Knowles, Deaso, D'Angelo, Deo, Glahn, Gonzalez-Heydrich), Tommy Fuss Center for Neuropsychiatric Disease Research (Deo, Glahn, Gonzalez-Heydrich), and Division of Newborn Medicine (Agrawal), Boston Children's Hospital, Boston; Department of Pediatrics (Brownstein, Smith, Genetti, Agrawal, Beggs, Deo) and Department of Psychiatry (Mollon, Carroll, Knowles, D'Angelo, Deo, Glahn, Gonzalez-Heydrich), Harvard Medical School, Boston; Department of Pediatrics (Jacquemont) and Department of Neuroscience (Douard, Moreau), Université de Montréal, Montreal; Sainte-Justine Hospital Research Center, Montreal (Douard, Saci, Moreau, Huguet, Jacquemont); Department of Biomedical and Health Informatics (Almasy) and Department of Psychiatry (Alexander-Bloch), Children's Hospital of Philadelphia, Philadelphia; Department of Psychiatry, Rutgers-Robert Wood Johnson Medical School, Piscataway, N.J. (Deo); Rutgers University Behavioral Health Care, Piscataway, N.J. (Deo). Lifespan Brain Institute, Children's Hospital of Philadelphia, Philadelphia (Almasy); Department of Genetics, University of Pennsylvania, Philadelphia (Almasy); Department of Pharmacology, Feinberg School of Medicine, Northwestern University, Chicago (Smith)
| | - David C Glahn
- Early Psychosis Investigation Center (Brownstein, Mollon, Smith, Hojlo, Knowles, Deaso, D'Angelo, Deo, Glahn, Gonzalez-Heydrich), Division of Genetics and Genomics (Brownstein, Smith, Cabral, Li, Bowen, Rao, Genetti, Agrawal, Beggs, Glahn), Manton Center for Orphan Disease Research (Brownstein, Smith, Cabral, Li, Bowen, Genetti, Agrawal, Beggs, Glahn), Department of Psychiatry and Behavioral Sciences (Mollon, Hojlo, Das, Goldman, Garvey, Carroll, Knowles, Deaso, D'Angelo, Deo, Glahn, Gonzalez-Heydrich), Tommy Fuss Center for Neuropsychiatric Disease Research (Deo, Glahn, Gonzalez-Heydrich), and Division of Newborn Medicine (Agrawal), Boston Children's Hospital, Boston; Department of Pediatrics (Brownstein, Smith, Genetti, Agrawal, Beggs, Deo) and Department of Psychiatry (Mollon, Carroll, Knowles, D'Angelo, Deo, Glahn, Gonzalez-Heydrich), Harvard Medical School, Boston; Department of Pediatrics (Jacquemont) and Department of Neuroscience (Douard, Moreau), Université de Montréal, Montreal; Sainte-Justine Hospital Research Center, Montreal (Douard, Saci, Moreau, Huguet, Jacquemont); Department of Biomedical and Health Informatics (Almasy) and Department of Psychiatry (Alexander-Bloch), Children's Hospital of Philadelphia, Philadelphia; Department of Psychiatry, Rutgers-Robert Wood Johnson Medical School, Piscataway, N.J. (Deo); Rutgers University Behavioral Health Care, Piscataway, N.J. (Deo). Lifespan Brain Institute, Children's Hospital of Philadelphia, Philadelphia (Almasy); Department of Genetics, University of Pennsylvania, Philadelphia (Almasy); Department of Pharmacology, Feinberg School of Medicine, Northwestern University, Chicago (Smith)
| | - Joseph Gonzalez-Heydrich
- Early Psychosis Investigation Center (Brownstein, Mollon, Smith, Hojlo, Knowles, Deaso, D'Angelo, Deo, Glahn, Gonzalez-Heydrich), Division of Genetics and Genomics (Brownstein, Smith, Cabral, Li, Bowen, Rao, Genetti, Agrawal, Beggs, Glahn), Manton Center for Orphan Disease Research (Brownstein, Smith, Cabral, Li, Bowen, Genetti, Agrawal, Beggs, Glahn), Department of Psychiatry and Behavioral Sciences (Mollon, Hojlo, Das, Goldman, Garvey, Carroll, Knowles, Deaso, D'Angelo, Deo, Glahn, Gonzalez-Heydrich), Tommy Fuss Center for Neuropsychiatric Disease Research (Deo, Glahn, Gonzalez-Heydrich), and Division of Newborn Medicine (Agrawal), Boston Children's Hospital, Boston; Department of Pediatrics (Brownstein, Smith, Genetti, Agrawal, Beggs, Deo) and Department of Psychiatry (Mollon, Carroll, Knowles, D'Angelo, Deo, Glahn, Gonzalez-Heydrich), Harvard Medical School, Boston; Department of Pediatrics (Jacquemont) and Department of Neuroscience (Douard, Moreau), Université de Montréal, Montreal; Sainte-Justine Hospital Research Center, Montreal (Douard, Saci, Moreau, Huguet, Jacquemont); Department of Biomedical and Health Informatics (Almasy) and Department of Psychiatry (Alexander-Bloch), Children's Hospital of Philadelphia, Philadelphia; Department of Psychiatry, Rutgers-Robert Wood Johnson Medical School, Piscataway, N.J. (Deo); Rutgers University Behavioral Health Care, Piscataway, N.J. (Deo). Lifespan Brain Institute, Children's Hospital of Philadelphia, Philadelphia (Almasy); Department of Genetics, University of Pennsylvania, Philadelphia (Almasy); Department of Pharmacology, Feinberg School of Medicine, Northwestern University, Chicago (Smith)
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Stanley KE, Giordano J, Thorsten V, Buchovecky C, Thomas A, Ganapathi M, Liao J, Dharmadhikari AV, Revah-Politi A, Ernst M, Lippa N, Holmes H, Povysil G, Hostyk J, Parker CB, Goldenberg R, Saade GR, Dudley DJ, Pinar H, Hogue C, Reddy UM, Silver RM, Aggarwal V, Allen AS, Wapner RJ, Goldstein DB. Causal Genetic Variants in Stillbirth. N Engl J Med 2020; 383:1107-1116. [PMID: 32786180 PMCID: PMC7604888 DOI: 10.1056/nejmoa1908753] [Citation(s) in RCA: 74] [Impact Index Per Article: 14.8] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 12/14/2022]
Abstract
BACKGROUND In the majority of cases, the cause of stillbirth remains unknown despite detailed clinical and laboratory evaluation. Approximately 10 to 20% of stillbirths are attributed to chromosomal abnormalities. However, the causal nature of single-nucleotide variants and small insertions and deletions in exomes has been understudied. METHODS We generated exome sequencing data for 246 stillborn cases and followed established guidelines to identify causal variants in disease-associated genes. These genes included those that have been associated with stillbirth and strong candidate genes. We also evaluated the contribution of 18,653 genes in case-control analyses stratified according to the degree of depletion of functional variation (described here as "intolerance" to variation). RESULTS We identified molecular diagnoses in 15 of 246 cases of stillbirth (6.1%) involving seven genes that have been implicated in stillbirth and six disease genes that are good candidates for phenotypic expansion. Among the cases we evaluated, we also found an enrichment of loss-of-function variants in genes that are intolerant to such variation in the human population (odds ratio, 2.15; 95% confidence interval [CI], 1.46 to 3.06). Loss-of-function variants in intolerant genes were concentrated in genes that have not been associated with human disease (odds ratio, 2.22; 95% CI, 1.41 to 3.34), findings that differ from those in two postnatal clinical populations that were also evaluated in this study. CONCLUSIONS Our findings establish the diagnostic utility of clinical exome sequencing to evaluate the role of small genomic changes in stillbirth. The strength of the novel risk signal (as generated through the stratified analysis) was similar to that in known disease genes, which indicates that the genetic cause of stillbirth remains largely unknown. (Funded by the Institute for Genomic Medicine.).
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Affiliation(s)
- Kate E Stanley
- From the Institute for Genomic Medicine at Vagelos College of Physicians and Surgeons, Columbia University Irving Medical Center (K.E.S., J.G., A.R.-P., M.E., N.L., H.H., G.P., J.H., V.A., R.J.W., D.B.G.), and the Departments of Obstetrics and Gynecology (J.G., R.G., R.J.W.) and Pathology and Cell Biology (C.B., A.T., M.G., J.L., A.V.D., V.A.), Columbia University Medical Center, New York; RTI International, Research Triangle Park (V.T., C.B.P.), and the Department of Biostatistics and Bioinformatics, Duke University, Durham (A.S.A.) - both in North Carolina; the Departments of Obstetrics and Gynecology and Cell Biology, University of Texas Medical Branch, Galveston (G.R.S.); the Division of Maternal-Fetal Medicine, Department of Obstetrics and Gynecology, University of Virginia School of Medicine, Charlottesville (D.J.D.); the Division of Perinatal and Pediatric Pathology, Women and Infants Hospital, Warren Alpert School of Medicine of Brown University, Providence, RI (H.P.); Rollins School of Public Health, Emory University, Atlanta (C.H.); Eunice Kennedy Shriver National Institute of Child Health and Human Development, National Institutes of Health, Pregnancy and Perinatology Branch, Bethesda, MD (U.M.R.); and the University of Utah and Intermountain Healthcare, Salt Lake City (R.M.S.)
| | - Jessica Giordano
- From the Institute for Genomic Medicine at Vagelos College of Physicians and Surgeons, Columbia University Irving Medical Center (K.E.S., J.G., A.R.-P., M.E., N.L., H.H., G.P., J.H., V.A., R.J.W., D.B.G.), and the Departments of Obstetrics and Gynecology (J.G., R.G., R.J.W.) and Pathology and Cell Biology (C.B., A.T., M.G., J.L., A.V.D., V.A.), Columbia University Medical Center, New York; RTI International, Research Triangle Park (V.T., C.B.P.), and the Department of Biostatistics and Bioinformatics, Duke University, Durham (A.S.A.) - both in North Carolina; the Departments of Obstetrics and Gynecology and Cell Biology, University of Texas Medical Branch, Galveston (G.R.S.); the Division of Maternal-Fetal Medicine, Department of Obstetrics and Gynecology, University of Virginia School of Medicine, Charlottesville (D.J.D.); the Division of Perinatal and Pediatric Pathology, Women and Infants Hospital, Warren Alpert School of Medicine of Brown University, Providence, RI (H.P.); Rollins School of Public Health, Emory University, Atlanta (C.H.); Eunice Kennedy Shriver National Institute of Child Health and Human Development, National Institutes of Health, Pregnancy and Perinatology Branch, Bethesda, MD (U.M.R.); and the University of Utah and Intermountain Healthcare, Salt Lake City (R.M.S.)
| | - Vanessa Thorsten
- From the Institute for Genomic Medicine at Vagelos College of Physicians and Surgeons, Columbia University Irving Medical Center (K.E.S., J.G., A.R.-P., M.E., N.L., H.H., G.P., J.H., V.A., R.J.W., D.B.G.), and the Departments of Obstetrics and Gynecology (J.G., R.G., R.J.W.) and Pathology and Cell Biology (C.B., A.T., M.G., J.L., A.V.D., V.A.), Columbia University Medical Center, New York; RTI International, Research Triangle Park (V.T., C.B.P.), and the Department of Biostatistics and Bioinformatics, Duke University, Durham (A.S.A.) - both in North Carolina; the Departments of Obstetrics and Gynecology and Cell Biology, University of Texas Medical Branch, Galveston (G.R.S.); the Division of Maternal-Fetal Medicine, Department of Obstetrics and Gynecology, University of Virginia School of Medicine, Charlottesville (D.J.D.); the Division of Perinatal and Pediatric Pathology, Women and Infants Hospital, Warren Alpert School of Medicine of Brown University, Providence, RI (H.P.); Rollins School of Public Health, Emory University, Atlanta (C.H.); Eunice Kennedy Shriver National Institute of Child Health and Human Development, National Institutes of Health, Pregnancy and Perinatology Branch, Bethesda, MD (U.M.R.); and the University of Utah and Intermountain Healthcare, Salt Lake City (R.M.S.)
| | - Christie Buchovecky
- From the Institute for Genomic Medicine at Vagelos College of Physicians and Surgeons, Columbia University Irving Medical Center (K.E.S., J.G., A.R.-P., M.E., N.L., H.H., G.P., J.H., V.A., R.J.W., D.B.G.), and the Departments of Obstetrics and Gynecology (J.G., R.G., R.J.W.) and Pathology and Cell Biology (C.B., A.T., M.G., J.L., A.V.D., V.A.), Columbia University Medical Center, New York; RTI International, Research Triangle Park (V.T., C.B.P.), and the Department of Biostatistics and Bioinformatics, Duke University, Durham (A.S.A.) - both in North Carolina; the Departments of Obstetrics and Gynecology and Cell Biology, University of Texas Medical Branch, Galveston (G.R.S.); the Division of Maternal-Fetal Medicine, Department of Obstetrics and Gynecology, University of Virginia School of Medicine, Charlottesville (D.J.D.); the Division of Perinatal and Pediatric Pathology, Women and Infants Hospital, Warren Alpert School of Medicine of Brown University, Providence, RI (H.P.); Rollins School of Public Health, Emory University, Atlanta (C.H.); Eunice Kennedy Shriver National Institute of Child Health and Human Development, National Institutes of Health, Pregnancy and Perinatology Branch, Bethesda, MD (U.M.R.); and the University of Utah and Intermountain Healthcare, Salt Lake City (R.M.S.)
| | - Amanda Thomas
- From the Institute for Genomic Medicine at Vagelos College of Physicians and Surgeons, Columbia University Irving Medical Center (K.E.S., J.G., A.R.-P., M.E., N.L., H.H., G.P., J.H., V.A., R.J.W., D.B.G.), and the Departments of Obstetrics and Gynecology (J.G., R.G., R.J.W.) and Pathology and Cell Biology (C.B., A.T., M.G., J.L., A.V.D., V.A.), Columbia University Medical Center, New York; RTI International, Research Triangle Park (V.T., C.B.P.), and the Department of Biostatistics and Bioinformatics, Duke University, Durham (A.S.A.) - both in North Carolina; the Departments of Obstetrics and Gynecology and Cell Biology, University of Texas Medical Branch, Galveston (G.R.S.); the Division of Maternal-Fetal Medicine, Department of Obstetrics and Gynecology, University of Virginia School of Medicine, Charlottesville (D.J.D.); the Division of Perinatal and Pediatric Pathology, Women and Infants Hospital, Warren Alpert School of Medicine of Brown University, Providence, RI (H.P.); Rollins School of Public Health, Emory University, Atlanta (C.H.); Eunice Kennedy Shriver National Institute of Child Health and Human Development, National Institutes of Health, Pregnancy and Perinatology Branch, Bethesda, MD (U.M.R.); and the University of Utah and Intermountain Healthcare, Salt Lake City (R.M.S.)
| | - Mythily Ganapathi
- From the Institute for Genomic Medicine at Vagelos College of Physicians and Surgeons, Columbia University Irving Medical Center (K.E.S., J.G., A.R.-P., M.E., N.L., H.H., G.P., J.H., V.A., R.J.W., D.B.G.), and the Departments of Obstetrics and Gynecology (J.G., R.G., R.J.W.) and Pathology and Cell Biology (C.B., A.T., M.G., J.L., A.V.D., V.A.), Columbia University Medical Center, New York; RTI International, Research Triangle Park (V.T., C.B.P.), and the Department of Biostatistics and Bioinformatics, Duke University, Durham (A.S.A.) - both in North Carolina; the Departments of Obstetrics and Gynecology and Cell Biology, University of Texas Medical Branch, Galveston (G.R.S.); the Division of Maternal-Fetal Medicine, Department of Obstetrics and Gynecology, University of Virginia School of Medicine, Charlottesville (D.J.D.); the Division of Perinatal and Pediatric Pathology, Women and Infants Hospital, Warren Alpert School of Medicine of Brown University, Providence, RI (H.P.); Rollins School of Public Health, Emory University, Atlanta (C.H.); Eunice Kennedy Shriver National Institute of Child Health and Human Development, National Institutes of Health, Pregnancy and Perinatology Branch, Bethesda, MD (U.M.R.); and the University of Utah and Intermountain Healthcare, Salt Lake City (R.M.S.)
| | - Jun Liao
- From the Institute for Genomic Medicine at Vagelos College of Physicians and Surgeons, Columbia University Irving Medical Center (K.E.S., J.G., A.R.-P., M.E., N.L., H.H., G.P., J.H., V.A., R.J.W., D.B.G.), and the Departments of Obstetrics and Gynecology (J.G., R.G., R.J.W.) and Pathology and Cell Biology (C.B., A.T., M.G., J.L., A.V.D., V.A.), Columbia University Medical Center, New York; RTI International, Research Triangle Park (V.T., C.B.P.), and the Department of Biostatistics and Bioinformatics, Duke University, Durham (A.S.A.) - both in North Carolina; the Departments of Obstetrics and Gynecology and Cell Biology, University of Texas Medical Branch, Galveston (G.R.S.); the Division of Maternal-Fetal Medicine, Department of Obstetrics and Gynecology, University of Virginia School of Medicine, Charlottesville (D.J.D.); the Division of Perinatal and Pediatric Pathology, Women and Infants Hospital, Warren Alpert School of Medicine of Brown University, Providence, RI (H.P.); Rollins School of Public Health, Emory University, Atlanta (C.H.); Eunice Kennedy Shriver National Institute of Child Health and Human Development, National Institutes of Health, Pregnancy and Perinatology Branch, Bethesda, MD (U.M.R.); and the University of Utah and Intermountain Healthcare, Salt Lake City (R.M.S.)
| | - Avinash V Dharmadhikari
- From the Institute for Genomic Medicine at Vagelos College of Physicians and Surgeons, Columbia University Irving Medical Center (K.E.S., J.G., A.R.-P., M.E., N.L., H.H., G.P., J.H., V.A., R.J.W., D.B.G.), and the Departments of Obstetrics and Gynecology (J.G., R.G., R.J.W.) and Pathology and Cell Biology (C.B., A.T., M.G., J.L., A.V.D., V.A.), Columbia University Medical Center, New York; RTI International, Research Triangle Park (V.T., C.B.P.), and the Department of Biostatistics and Bioinformatics, Duke University, Durham (A.S.A.) - both in North Carolina; the Departments of Obstetrics and Gynecology and Cell Biology, University of Texas Medical Branch, Galveston (G.R.S.); the Division of Maternal-Fetal Medicine, Department of Obstetrics and Gynecology, University of Virginia School of Medicine, Charlottesville (D.J.D.); the Division of Perinatal and Pediatric Pathology, Women and Infants Hospital, Warren Alpert School of Medicine of Brown University, Providence, RI (H.P.); Rollins School of Public Health, Emory University, Atlanta (C.H.); Eunice Kennedy Shriver National Institute of Child Health and Human Development, National Institutes of Health, Pregnancy and Perinatology Branch, Bethesda, MD (U.M.R.); and the University of Utah and Intermountain Healthcare, Salt Lake City (R.M.S.)
| | - Anya Revah-Politi
- From the Institute for Genomic Medicine at Vagelos College of Physicians and Surgeons, Columbia University Irving Medical Center (K.E.S., J.G., A.R.-P., M.E., N.L., H.H., G.P., J.H., V.A., R.J.W., D.B.G.), and the Departments of Obstetrics and Gynecology (J.G., R.G., R.J.W.) and Pathology and Cell Biology (C.B., A.T., M.G., J.L., A.V.D., V.A.), Columbia University Medical Center, New York; RTI International, Research Triangle Park (V.T., C.B.P.), and the Department of Biostatistics and Bioinformatics, Duke University, Durham (A.S.A.) - both in North Carolina; the Departments of Obstetrics and Gynecology and Cell Biology, University of Texas Medical Branch, Galveston (G.R.S.); the Division of Maternal-Fetal Medicine, Department of Obstetrics and Gynecology, University of Virginia School of Medicine, Charlottesville (D.J.D.); the Division of Perinatal and Pediatric Pathology, Women and Infants Hospital, Warren Alpert School of Medicine of Brown University, Providence, RI (H.P.); Rollins School of Public Health, Emory University, Atlanta (C.H.); Eunice Kennedy Shriver National Institute of Child Health and Human Development, National Institutes of Health, Pregnancy and Perinatology Branch, Bethesda, MD (U.M.R.); and the University of Utah and Intermountain Healthcare, Salt Lake City (R.M.S.)
| | - Michelle Ernst
- From the Institute for Genomic Medicine at Vagelos College of Physicians and Surgeons, Columbia University Irving Medical Center (K.E.S., J.G., A.R.-P., M.E., N.L., H.H., G.P., J.H., V.A., R.J.W., D.B.G.), and the Departments of Obstetrics and Gynecology (J.G., R.G., R.J.W.) and Pathology and Cell Biology (C.B., A.T., M.G., J.L., A.V.D., V.A.), Columbia University Medical Center, New York; RTI International, Research Triangle Park (V.T., C.B.P.), and the Department of Biostatistics and Bioinformatics, Duke University, Durham (A.S.A.) - both in North Carolina; the Departments of Obstetrics and Gynecology and Cell Biology, University of Texas Medical Branch, Galveston (G.R.S.); the Division of Maternal-Fetal Medicine, Department of Obstetrics and Gynecology, University of Virginia School of Medicine, Charlottesville (D.J.D.); the Division of Perinatal and Pediatric Pathology, Women and Infants Hospital, Warren Alpert School of Medicine of Brown University, Providence, RI (H.P.); Rollins School of Public Health, Emory University, Atlanta (C.H.); Eunice Kennedy Shriver National Institute of Child Health and Human Development, National Institutes of Health, Pregnancy and Perinatology Branch, Bethesda, MD (U.M.R.); and the University of Utah and Intermountain Healthcare, Salt Lake City (R.M.S.)
| | - Natalie Lippa
- From the Institute for Genomic Medicine at Vagelos College of Physicians and Surgeons, Columbia University Irving Medical Center (K.E.S., J.G., A.R.-P., M.E., N.L., H.H., G.P., J.H., V.A., R.J.W., D.B.G.), and the Departments of Obstetrics and Gynecology (J.G., R.G., R.J.W.) and Pathology and Cell Biology (C.B., A.T., M.G., J.L., A.V.D., V.A.), Columbia University Medical Center, New York; RTI International, Research Triangle Park (V.T., C.B.P.), and the Department of Biostatistics and Bioinformatics, Duke University, Durham (A.S.A.) - both in North Carolina; the Departments of Obstetrics and Gynecology and Cell Biology, University of Texas Medical Branch, Galveston (G.R.S.); the Division of Maternal-Fetal Medicine, Department of Obstetrics and Gynecology, University of Virginia School of Medicine, Charlottesville (D.J.D.); the Division of Perinatal and Pediatric Pathology, Women and Infants Hospital, Warren Alpert School of Medicine of Brown University, Providence, RI (H.P.); Rollins School of Public Health, Emory University, Atlanta (C.H.); Eunice Kennedy Shriver National Institute of Child Health and Human Development, National Institutes of Health, Pregnancy and Perinatology Branch, Bethesda, MD (U.M.R.); and the University of Utah and Intermountain Healthcare, Salt Lake City (R.M.S.)
| | - Halie Holmes
- From the Institute for Genomic Medicine at Vagelos College of Physicians and Surgeons, Columbia University Irving Medical Center (K.E.S., J.G., A.R.-P., M.E., N.L., H.H., G.P., J.H., V.A., R.J.W., D.B.G.), and the Departments of Obstetrics and Gynecology (J.G., R.G., R.J.W.) and Pathology and Cell Biology (C.B., A.T., M.G., J.L., A.V.D., V.A.), Columbia University Medical Center, New York; RTI International, Research Triangle Park (V.T., C.B.P.), and the Department of Biostatistics and Bioinformatics, Duke University, Durham (A.S.A.) - both in North Carolina; the Departments of Obstetrics and Gynecology and Cell Biology, University of Texas Medical Branch, Galveston (G.R.S.); the Division of Maternal-Fetal Medicine, Department of Obstetrics and Gynecology, University of Virginia School of Medicine, Charlottesville (D.J.D.); the Division of Perinatal and Pediatric Pathology, Women and Infants Hospital, Warren Alpert School of Medicine of Brown University, Providence, RI (H.P.); Rollins School of Public Health, Emory University, Atlanta (C.H.); Eunice Kennedy Shriver National Institute of Child Health and Human Development, National Institutes of Health, Pregnancy and Perinatology Branch, Bethesda, MD (U.M.R.); and the University of Utah and Intermountain Healthcare, Salt Lake City (R.M.S.)
| | - Gundula Povysil
- From the Institute for Genomic Medicine at Vagelos College of Physicians and Surgeons, Columbia University Irving Medical Center (K.E.S., J.G., A.R.-P., M.E., N.L., H.H., G.P., J.H., V.A., R.J.W., D.B.G.), and the Departments of Obstetrics and Gynecology (J.G., R.G., R.J.W.) and Pathology and Cell Biology (C.B., A.T., M.G., J.L., A.V.D., V.A.), Columbia University Medical Center, New York; RTI International, Research Triangle Park (V.T., C.B.P.), and the Department of Biostatistics and Bioinformatics, Duke University, Durham (A.S.A.) - both in North Carolina; the Departments of Obstetrics and Gynecology and Cell Biology, University of Texas Medical Branch, Galveston (G.R.S.); the Division of Maternal-Fetal Medicine, Department of Obstetrics and Gynecology, University of Virginia School of Medicine, Charlottesville (D.J.D.); the Division of Perinatal and Pediatric Pathology, Women and Infants Hospital, Warren Alpert School of Medicine of Brown University, Providence, RI (H.P.); Rollins School of Public Health, Emory University, Atlanta (C.H.); Eunice Kennedy Shriver National Institute of Child Health and Human Development, National Institutes of Health, Pregnancy and Perinatology Branch, Bethesda, MD (U.M.R.); and the University of Utah and Intermountain Healthcare, Salt Lake City (R.M.S.)
| | - Joseph Hostyk
- From the Institute for Genomic Medicine at Vagelos College of Physicians and Surgeons, Columbia University Irving Medical Center (K.E.S., J.G., A.R.-P., M.E., N.L., H.H., G.P., J.H., V.A., R.J.W., D.B.G.), and the Departments of Obstetrics and Gynecology (J.G., R.G., R.J.W.) and Pathology and Cell Biology (C.B., A.T., M.G., J.L., A.V.D., V.A.), Columbia University Medical Center, New York; RTI International, Research Triangle Park (V.T., C.B.P.), and the Department of Biostatistics and Bioinformatics, Duke University, Durham (A.S.A.) - both in North Carolina; the Departments of Obstetrics and Gynecology and Cell Biology, University of Texas Medical Branch, Galveston (G.R.S.); the Division of Maternal-Fetal Medicine, Department of Obstetrics and Gynecology, University of Virginia School of Medicine, Charlottesville (D.J.D.); the Division of Perinatal and Pediatric Pathology, Women and Infants Hospital, Warren Alpert School of Medicine of Brown University, Providence, RI (H.P.); Rollins School of Public Health, Emory University, Atlanta (C.H.); Eunice Kennedy Shriver National Institute of Child Health and Human Development, National Institutes of Health, Pregnancy and Perinatology Branch, Bethesda, MD (U.M.R.); and the University of Utah and Intermountain Healthcare, Salt Lake City (R.M.S.)
| | - Corette B Parker
- From the Institute for Genomic Medicine at Vagelos College of Physicians and Surgeons, Columbia University Irving Medical Center (K.E.S., J.G., A.R.-P., M.E., N.L., H.H., G.P., J.H., V.A., R.J.W., D.B.G.), and the Departments of Obstetrics and Gynecology (J.G., R.G., R.J.W.) and Pathology and Cell Biology (C.B., A.T., M.G., J.L., A.V.D., V.A.), Columbia University Medical Center, New York; RTI International, Research Triangle Park (V.T., C.B.P.), and the Department of Biostatistics and Bioinformatics, Duke University, Durham (A.S.A.) - both in North Carolina; the Departments of Obstetrics and Gynecology and Cell Biology, University of Texas Medical Branch, Galveston (G.R.S.); the Division of Maternal-Fetal Medicine, Department of Obstetrics and Gynecology, University of Virginia School of Medicine, Charlottesville (D.J.D.); the Division of Perinatal and Pediatric Pathology, Women and Infants Hospital, Warren Alpert School of Medicine of Brown University, Providence, RI (H.P.); Rollins School of Public Health, Emory University, Atlanta (C.H.); Eunice Kennedy Shriver National Institute of Child Health and Human Development, National Institutes of Health, Pregnancy and Perinatology Branch, Bethesda, MD (U.M.R.); and the University of Utah and Intermountain Healthcare, Salt Lake City (R.M.S.)
| | - Robert Goldenberg
- From the Institute for Genomic Medicine at Vagelos College of Physicians and Surgeons, Columbia University Irving Medical Center (K.E.S., J.G., A.R.-P., M.E., N.L., H.H., G.P., J.H., V.A., R.J.W., D.B.G.), and the Departments of Obstetrics and Gynecology (J.G., R.G., R.J.W.) and Pathology and Cell Biology (C.B., A.T., M.G., J.L., A.V.D., V.A.), Columbia University Medical Center, New York; RTI International, Research Triangle Park (V.T., C.B.P.), and the Department of Biostatistics and Bioinformatics, Duke University, Durham (A.S.A.) - both in North Carolina; the Departments of Obstetrics and Gynecology and Cell Biology, University of Texas Medical Branch, Galveston (G.R.S.); the Division of Maternal-Fetal Medicine, Department of Obstetrics and Gynecology, University of Virginia School of Medicine, Charlottesville (D.J.D.); the Division of Perinatal and Pediatric Pathology, Women and Infants Hospital, Warren Alpert School of Medicine of Brown University, Providence, RI (H.P.); Rollins School of Public Health, Emory University, Atlanta (C.H.); Eunice Kennedy Shriver National Institute of Child Health and Human Development, National Institutes of Health, Pregnancy and Perinatology Branch, Bethesda, MD (U.M.R.); and the University of Utah and Intermountain Healthcare, Salt Lake City (R.M.S.)
| | - George R Saade
- From the Institute for Genomic Medicine at Vagelos College of Physicians and Surgeons, Columbia University Irving Medical Center (K.E.S., J.G., A.R.-P., M.E., N.L., H.H., G.P., J.H., V.A., R.J.W., D.B.G.), and the Departments of Obstetrics and Gynecology (J.G., R.G., R.J.W.) and Pathology and Cell Biology (C.B., A.T., M.G., J.L., A.V.D., V.A.), Columbia University Medical Center, New York; RTI International, Research Triangle Park (V.T., C.B.P.), and the Department of Biostatistics and Bioinformatics, Duke University, Durham (A.S.A.) - both in North Carolina; the Departments of Obstetrics and Gynecology and Cell Biology, University of Texas Medical Branch, Galveston (G.R.S.); the Division of Maternal-Fetal Medicine, Department of Obstetrics and Gynecology, University of Virginia School of Medicine, Charlottesville (D.J.D.); the Division of Perinatal and Pediatric Pathology, Women and Infants Hospital, Warren Alpert School of Medicine of Brown University, Providence, RI (H.P.); Rollins School of Public Health, Emory University, Atlanta (C.H.); Eunice Kennedy Shriver National Institute of Child Health and Human Development, National Institutes of Health, Pregnancy and Perinatology Branch, Bethesda, MD (U.M.R.); and the University of Utah and Intermountain Healthcare, Salt Lake City (R.M.S.)
| | - Donald J Dudley
- From the Institute for Genomic Medicine at Vagelos College of Physicians and Surgeons, Columbia University Irving Medical Center (K.E.S., J.G., A.R.-P., M.E., N.L., H.H., G.P., J.H., V.A., R.J.W., D.B.G.), and the Departments of Obstetrics and Gynecology (J.G., R.G., R.J.W.) and Pathology and Cell Biology (C.B., A.T., M.G., J.L., A.V.D., V.A.), Columbia University Medical Center, New York; RTI International, Research Triangle Park (V.T., C.B.P.), and the Department of Biostatistics and Bioinformatics, Duke University, Durham (A.S.A.) - both in North Carolina; the Departments of Obstetrics and Gynecology and Cell Biology, University of Texas Medical Branch, Galveston (G.R.S.); the Division of Maternal-Fetal Medicine, Department of Obstetrics and Gynecology, University of Virginia School of Medicine, Charlottesville (D.J.D.); the Division of Perinatal and Pediatric Pathology, Women and Infants Hospital, Warren Alpert School of Medicine of Brown University, Providence, RI (H.P.); Rollins School of Public Health, Emory University, Atlanta (C.H.); Eunice Kennedy Shriver National Institute of Child Health and Human Development, National Institutes of Health, Pregnancy and Perinatology Branch, Bethesda, MD (U.M.R.); and the University of Utah and Intermountain Healthcare, Salt Lake City (R.M.S.)
| | - Halit Pinar
- From the Institute for Genomic Medicine at Vagelos College of Physicians and Surgeons, Columbia University Irving Medical Center (K.E.S., J.G., A.R.-P., M.E., N.L., H.H., G.P., J.H., V.A., R.J.W., D.B.G.), and the Departments of Obstetrics and Gynecology (J.G., R.G., R.J.W.) and Pathology and Cell Biology (C.B., A.T., M.G., J.L., A.V.D., V.A.), Columbia University Medical Center, New York; RTI International, Research Triangle Park (V.T., C.B.P.), and the Department of Biostatistics and Bioinformatics, Duke University, Durham (A.S.A.) - both in North Carolina; the Departments of Obstetrics and Gynecology and Cell Biology, University of Texas Medical Branch, Galveston (G.R.S.); the Division of Maternal-Fetal Medicine, Department of Obstetrics and Gynecology, University of Virginia School of Medicine, Charlottesville (D.J.D.); the Division of Perinatal and Pediatric Pathology, Women and Infants Hospital, Warren Alpert School of Medicine of Brown University, Providence, RI (H.P.); Rollins School of Public Health, Emory University, Atlanta (C.H.); Eunice Kennedy Shriver National Institute of Child Health and Human Development, National Institutes of Health, Pregnancy and Perinatology Branch, Bethesda, MD (U.M.R.); and the University of Utah and Intermountain Healthcare, Salt Lake City (R.M.S.)
| | - Carol Hogue
- From the Institute for Genomic Medicine at Vagelos College of Physicians and Surgeons, Columbia University Irving Medical Center (K.E.S., J.G., A.R.-P., M.E., N.L., H.H., G.P., J.H., V.A., R.J.W., D.B.G.), and the Departments of Obstetrics and Gynecology (J.G., R.G., R.J.W.) and Pathology and Cell Biology (C.B., A.T., M.G., J.L., A.V.D., V.A.), Columbia University Medical Center, New York; RTI International, Research Triangle Park (V.T., C.B.P.), and the Department of Biostatistics and Bioinformatics, Duke University, Durham (A.S.A.) - both in North Carolina; the Departments of Obstetrics and Gynecology and Cell Biology, University of Texas Medical Branch, Galveston (G.R.S.); the Division of Maternal-Fetal Medicine, Department of Obstetrics and Gynecology, University of Virginia School of Medicine, Charlottesville (D.J.D.); the Division of Perinatal and Pediatric Pathology, Women and Infants Hospital, Warren Alpert School of Medicine of Brown University, Providence, RI (H.P.); Rollins School of Public Health, Emory University, Atlanta (C.H.); Eunice Kennedy Shriver National Institute of Child Health and Human Development, National Institutes of Health, Pregnancy and Perinatology Branch, Bethesda, MD (U.M.R.); and the University of Utah and Intermountain Healthcare, Salt Lake City (R.M.S.)
| | - Uma M Reddy
- From the Institute for Genomic Medicine at Vagelos College of Physicians and Surgeons, Columbia University Irving Medical Center (K.E.S., J.G., A.R.-P., M.E., N.L., H.H., G.P., J.H., V.A., R.J.W., D.B.G.), and the Departments of Obstetrics and Gynecology (J.G., R.G., R.J.W.) and Pathology and Cell Biology (C.B., A.T., M.G., J.L., A.V.D., V.A.), Columbia University Medical Center, New York; RTI International, Research Triangle Park (V.T., C.B.P.), and the Department of Biostatistics and Bioinformatics, Duke University, Durham (A.S.A.) - both in North Carolina; the Departments of Obstetrics and Gynecology and Cell Biology, University of Texas Medical Branch, Galveston (G.R.S.); the Division of Maternal-Fetal Medicine, Department of Obstetrics and Gynecology, University of Virginia School of Medicine, Charlottesville (D.J.D.); the Division of Perinatal and Pediatric Pathology, Women and Infants Hospital, Warren Alpert School of Medicine of Brown University, Providence, RI (H.P.); Rollins School of Public Health, Emory University, Atlanta (C.H.); Eunice Kennedy Shriver National Institute of Child Health and Human Development, National Institutes of Health, Pregnancy and Perinatology Branch, Bethesda, MD (U.M.R.); and the University of Utah and Intermountain Healthcare, Salt Lake City (R.M.S.)
| | - Robert M Silver
- From the Institute for Genomic Medicine at Vagelos College of Physicians and Surgeons, Columbia University Irving Medical Center (K.E.S., J.G., A.R.-P., M.E., N.L., H.H., G.P., J.H., V.A., R.J.W., D.B.G.), and the Departments of Obstetrics and Gynecology (J.G., R.G., R.J.W.) and Pathology and Cell Biology (C.B., A.T., M.G., J.L., A.V.D., V.A.), Columbia University Medical Center, New York; RTI International, Research Triangle Park (V.T., C.B.P.), and the Department of Biostatistics and Bioinformatics, Duke University, Durham (A.S.A.) - both in North Carolina; the Departments of Obstetrics and Gynecology and Cell Biology, University of Texas Medical Branch, Galveston (G.R.S.); the Division of Maternal-Fetal Medicine, Department of Obstetrics and Gynecology, University of Virginia School of Medicine, Charlottesville (D.J.D.); the Division of Perinatal and Pediatric Pathology, Women and Infants Hospital, Warren Alpert School of Medicine of Brown University, Providence, RI (H.P.); Rollins School of Public Health, Emory University, Atlanta (C.H.); Eunice Kennedy Shriver National Institute of Child Health and Human Development, National Institutes of Health, Pregnancy and Perinatology Branch, Bethesda, MD (U.M.R.); and the University of Utah and Intermountain Healthcare, Salt Lake City (R.M.S.)
| | - Vimla Aggarwal
- From the Institute for Genomic Medicine at Vagelos College of Physicians and Surgeons, Columbia University Irving Medical Center (K.E.S., J.G., A.R.-P., M.E., N.L., H.H., G.P., J.H., V.A., R.J.W., D.B.G.), and the Departments of Obstetrics and Gynecology (J.G., R.G., R.J.W.) and Pathology and Cell Biology (C.B., A.T., M.G., J.L., A.V.D., V.A.), Columbia University Medical Center, New York; RTI International, Research Triangle Park (V.T., C.B.P.), and the Department of Biostatistics and Bioinformatics, Duke University, Durham (A.S.A.) - both in North Carolina; the Departments of Obstetrics and Gynecology and Cell Biology, University of Texas Medical Branch, Galveston (G.R.S.); the Division of Maternal-Fetal Medicine, Department of Obstetrics and Gynecology, University of Virginia School of Medicine, Charlottesville (D.J.D.); the Division of Perinatal and Pediatric Pathology, Women and Infants Hospital, Warren Alpert School of Medicine of Brown University, Providence, RI (H.P.); Rollins School of Public Health, Emory University, Atlanta (C.H.); Eunice Kennedy Shriver National Institute of Child Health and Human Development, National Institutes of Health, Pregnancy and Perinatology Branch, Bethesda, MD (U.M.R.); and the University of Utah and Intermountain Healthcare, Salt Lake City (R.M.S.)
| | - Andrew S Allen
- From the Institute for Genomic Medicine at Vagelos College of Physicians and Surgeons, Columbia University Irving Medical Center (K.E.S., J.G., A.R.-P., M.E., N.L., H.H., G.P., J.H., V.A., R.J.W., D.B.G.), and the Departments of Obstetrics and Gynecology (J.G., R.G., R.J.W.) and Pathology and Cell Biology (C.B., A.T., M.G., J.L., A.V.D., V.A.), Columbia University Medical Center, New York; RTI International, Research Triangle Park (V.T., C.B.P.), and the Department of Biostatistics and Bioinformatics, Duke University, Durham (A.S.A.) - both in North Carolina; the Departments of Obstetrics and Gynecology and Cell Biology, University of Texas Medical Branch, Galveston (G.R.S.); the Division of Maternal-Fetal Medicine, Department of Obstetrics and Gynecology, University of Virginia School of Medicine, Charlottesville (D.J.D.); the Division of Perinatal and Pediatric Pathology, Women and Infants Hospital, Warren Alpert School of Medicine of Brown University, Providence, RI (H.P.); Rollins School of Public Health, Emory University, Atlanta (C.H.); Eunice Kennedy Shriver National Institute of Child Health and Human Development, National Institutes of Health, Pregnancy and Perinatology Branch, Bethesda, MD (U.M.R.); and the University of Utah and Intermountain Healthcare, Salt Lake City (R.M.S.)
| | - Ronald J Wapner
- From the Institute for Genomic Medicine at Vagelos College of Physicians and Surgeons, Columbia University Irving Medical Center (K.E.S., J.G., A.R.-P., M.E., N.L., H.H., G.P., J.H., V.A., R.J.W., D.B.G.), and the Departments of Obstetrics and Gynecology (J.G., R.G., R.J.W.) and Pathology and Cell Biology (C.B., A.T., M.G., J.L., A.V.D., V.A.), Columbia University Medical Center, New York; RTI International, Research Triangle Park (V.T., C.B.P.), and the Department of Biostatistics and Bioinformatics, Duke University, Durham (A.S.A.) - both in North Carolina; the Departments of Obstetrics and Gynecology and Cell Biology, University of Texas Medical Branch, Galveston (G.R.S.); the Division of Maternal-Fetal Medicine, Department of Obstetrics and Gynecology, University of Virginia School of Medicine, Charlottesville (D.J.D.); the Division of Perinatal and Pediatric Pathology, Women and Infants Hospital, Warren Alpert School of Medicine of Brown University, Providence, RI (H.P.); Rollins School of Public Health, Emory University, Atlanta (C.H.); Eunice Kennedy Shriver National Institute of Child Health and Human Development, National Institutes of Health, Pregnancy and Perinatology Branch, Bethesda, MD (U.M.R.); and the University of Utah and Intermountain Healthcare, Salt Lake City (R.M.S.)
| | - David B Goldstein
- From the Institute for Genomic Medicine at Vagelos College of Physicians and Surgeons, Columbia University Irving Medical Center (K.E.S., J.G., A.R.-P., M.E., N.L., H.H., G.P., J.H., V.A., R.J.W., D.B.G.), and the Departments of Obstetrics and Gynecology (J.G., R.G., R.J.W.) and Pathology and Cell Biology (C.B., A.T., M.G., J.L., A.V.D., V.A.), Columbia University Medical Center, New York; RTI International, Research Triangle Park (V.T., C.B.P.), and the Department of Biostatistics and Bioinformatics, Duke University, Durham (A.S.A.) - both in North Carolina; the Departments of Obstetrics and Gynecology and Cell Biology, University of Texas Medical Branch, Galveston (G.R.S.); the Division of Maternal-Fetal Medicine, Department of Obstetrics and Gynecology, University of Virginia School of Medicine, Charlottesville (D.J.D.); the Division of Perinatal and Pediatric Pathology, Women and Infants Hospital, Warren Alpert School of Medicine of Brown University, Providence, RI (H.P.); Rollins School of Public Health, Emory University, Atlanta (C.H.); Eunice Kennedy Shriver National Institute of Child Health and Human Development, National Institutes of Health, Pregnancy and Perinatology Branch, Bethesda, MD (U.M.R.); and the University of Utah and Intermountain Healthcare, Salt Lake City (R.M.S.)
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