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Copy Number Variant Risk Scores Associated With Cognition, Psychopathology, and Brain Structure in Youths in the Philadelphia Neurodevelopmental Cohort
IMPORTANCE: Psychiatric and cognitive phenotypes have been associated with a range of specific, rare copy number variants (CNVs). Moreover, IQ is strongly associated with CNV risk scores that model the predicted risk of CNVs across the genome. But the utility of CNV risk scores for psychiatric pheno...
Autores principales: | , , , , , , , , , , , , , , , , , , , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
American Medical Association
2022
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9096695/ https://www.ncbi.nlm.nih.gov/pubmed/35544191 http://dx.doi.org/10.1001/jamapsychiatry.2022.1017 |
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author | Alexander-Bloch, Aaron Huguet, Guillaume Schultz, Laura M. Huffnagle, Nicholas Jacquemont, Sebastien Seidlitz, Jakob Saci, Zohra Moore, Tyler M. Bethlehem, Richard A. I. Mollon, Josephine Knowles, Emma K. Raznahan, Armin Merikangas, Alison Chaiyachati, Barbara H. Raman, Harshini Schmitt, J. Eric Barzilay, Ran Calkins, Monica E. Shinohara, Russel T. Satterthwaite, Theodore D. Gur, Ruben C. Glahn, David C. Almasy, Laura Gur, Raquel E. Hakonarson, Hakon Glessner, Joseph |
author_facet | Alexander-Bloch, Aaron Huguet, Guillaume Schultz, Laura M. Huffnagle, Nicholas Jacquemont, Sebastien Seidlitz, Jakob Saci, Zohra Moore, Tyler M. Bethlehem, Richard A. I. Mollon, Josephine Knowles, Emma K. Raznahan, Armin Merikangas, Alison Chaiyachati, Barbara H. Raman, Harshini Schmitt, J. Eric Barzilay, Ran Calkins, Monica E. Shinohara, Russel T. Satterthwaite, Theodore D. Gur, Ruben C. Glahn, David C. Almasy, Laura Gur, Raquel E. Hakonarson, Hakon Glessner, Joseph |
author_sort | Alexander-Bloch, Aaron |
collection | PubMed |
description | IMPORTANCE: Psychiatric and cognitive phenotypes have been associated with a range of specific, rare copy number variants (CNVs). Moreover, IQ is strongly associated with CNV risk scores that model the predicted risk of CNVs across the genome. But the utility of CNV risk scores for psychiatric phenotypes has been sparsely examined. OBJECTIVE: To determine how CNV risk scores, common genetic variation indexed by polygenic scores (PGSs), and environmental factors combine to associate with cognition and psychopathology in a community sample. DESIGN, SETTING, AND PARTICIPANTS: The Philadelphia Neurodevelopmental Cohort is a community-based study examining genetics, psychopathology, neurocognition, and neuroimaging. Participants were recruited through the Children’s Hospital of Philadelphia pediatric network. Participants with stable health and fluency in English underwent genotypic and phenotypic characterization from November 5, 2009, through December 30, 2011. Data were analyzed from January 1 through July 30, 2021. EXPOSURES: The study examined (1) CNV risk scores derived from models of burden, predicted intolerance, and gene dosage sensitivity; (2) PGSs from genomewide association studies related to developmental outcomes; and (3) environmental factors, including trauma exposure and neighborhood socioeconomic status. MAIN OUTCOMES AND MEASURES: The study examined (1) neurocognition, with the Penn Computerized Neurocognitive Battery; (2) psychopathology, with structured interviews based on the Schedule for Affective Disorders and Schizophrenia for School-Age Children; and (3) brain volume, with magnetic resonance imaging. RESULTS: Participants included 9498 youths aged 8 to 21 years; 4906 (51.7%) were female, and the mean (SD) age was 14.2 (3.7) years. After quality control, 18 185 total CNVs greater than 50 kilobases (10 517 deletions and 7668 duplications) were identified in 7101 unrelated participants genotyped on Illumina arrays. In these participants, elevated CNV risk scores were associated with lower overall accuracy on cognitive tests (standardized β = 0.12; 95% CI, 0.10-0.14; P = 7.41 × 10(−26)); lower accuracy across a range of cognitive subdomains; increased overall psychopathology; increased psychosis-spectrum symptoms; and higher deviation from a normative developmental model of brain volume. Statistical models of developmental outcomes were significantly improved when CNV risk scores were combined with PGSs and environmental factors. CONCLUSIONS AND RELEVANCE: In this study, elevated CNV risk scores were associated with lower cognitive ability, higher psychopathology including psychosis-spectrum symptoms, and greater deviations from normative magnetic resonance imaging models of brain development. Together, these results represent a step toward synthesizing rare genetic, common genetic, and environmental factors to understand clinically relevant outcomes in youth. |
format | Online Article Text |
id | pubmed-9096695 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2022 |
publisher | American Medical Association |
record_format | MEDLINE/PubMed |
spelling | pubmed-90966952022-05-27 Copy Number Variant Risk Scores Associated With Cognition, Psychopathology, and Brain Structure in Youths in the Philadelphia Neurodevelopmental Cohort Alexander-Bloch, Aaron Huguet, Guillaume Schultz, Laura M. Huffnagle, Nicholas Jacquemont, Sebastien Seidlitz, Jakob Saci, Zohra Moore, Tyler M. Bethlehem, Richard A. I. Mollon, Josephine Knowles, Emma K. Raznahan, Armin Merikangas, Alison Chaiyachati, Barbara H. Raman, Harshini Schmitt, J. Eric Barzilay, Ran Calkins, Monica E. Shinohara, Russel T. Satterthwaite, Theodore D. Gur, Ruben C. Glahn, David C. Almasy, Laura Gur, Raquel E. Hakonarson, Hakon Glessner, Joseph JAMA Psychiatry Original Investigation IMPORTANCE: Psychiatric and cognitive phenotypes have been associated with a range of specific, rare copy number variants (CNVs). Moreover, IQ is strongly associated with CNV risk scores that model the predicted risk of CNVs across the genome. But the utility of CNV risk scores for psychiatric phenotypes has been sparsely examined. OBJECTIVE: To determine how CNV risk scores, common genetic variation indexed by polygenic scores (PGSs), and environmental factors combine to associate with cognition and psychopathology in a community sample. DESIGN, SETTING, AND PARTICIPANTS: The Philadelphia Neurodevelopmental Cohort is a community-based study examining genetics, psychopathology, neurocognition, and neuroimaging. Participants were recruited through the Children’s Hospital of Philadelphia pediatric network. Participants with stable health and fluency in English underwent genotypic and phenotypic characterization from November 5, 2009, through December 30, 2011. Data were analyzed from January 1 through July 30, 2021. EXPOSURES: The study examined (1) CNV risk scores derived from models of burden, predicted intolerance, and gene dosage sensitivity; (2) PGSs from genomewide association studies related to developmental outcomes; and (3) environmental factors, including trauma exposure and neighborhood socioeconomic status. MAIN OUTCOMES AND MEASURES: The study examined (1) neurocognition, with the Penn Computerized Neurocognitive Battery; (2) psychopathology, with structured interviews based on the Schedule for Affective Disorders and Schizophrenia for School-Age Children; and (3) brain volume, with magnetic resonance imaging. RESULTS: Participants included 9498 youths aged 8 to 21 years; 4906 (51.7%) were female, and the mean (SD) age was 14.2 (3.7) years. After quality control, 18 185 total CNVs greater than 50 kilobases (10 517 deletions and 7668 duplications) were identified in 7101 unrelated participants genotyped on Illumina arrays. In these participants, elevated CNV risk scores were associated with lower overall accuracy on cognitive tests (standardized β = 0.12; 95% CI, 0.10-0.14; P = 7.41 × 10(−26)); lower accuracy across a range of cognitive subdomains; increased overall psychopathology; increased psychosis-spectrum symptoms; and higher deviation from a normative developmental model of brain volume. Statistical models of developmental outcomes were significantly improved when CNV risk scores were combined with PGSs and environmental factors. CONCLUSIONS AND RELEVANCE: In this study, elevated CNV risk scores were associated with lower cognitive ability, higher psychopathology including psychosis-spectrum symptoms, and greater deviations from normative magnetic resonance imaging models of brain development. Together, these results represent a step toward synthesizing rare genetic, common genetic, and environmental factors to understand clinically relevant outcomes in youth. American Medical Association 2022-05-11 2022-07 /pmc/articles/PMC9096695/ /pubmed/35544191 http://dx.doi.org/10.1001/jamapsychiatry.2022.1017 Text en Copyright 2022 Alexander-Bloch A et al. JAMA Psychiatry. https://creativecommons.org/licenses/by/4.0/This is an open access article distributed under the terms of the CC-BY License. |
spellingShingle | Original Investigation Alexander-Bloch, Aaron Huguet, Guillaume Schultz, Laura M. Huffnagle, Nicholas Jacquemont, Sebastien Seidlitz, Jakob Saci, Zohra Moore, Tyler M. Bethlehem, Richard A. I. Mollon, Josephine Knowles, Emma K. Raznahan, Armin Merikangas, Alison Chaiyachati, Barbara H. Raman, Harshini Schmitt, J. Eric Barzilay, Ran Calkins, Monica E. Shinohara, Russel T. Satterthwaite, Theodore D. Gur, Ruben C. Glahn, David C. Almasy, Laura Gur, Raquel E. Hakonarson, Hakon Glessner, Joseph Copy Number Variant Risk Scores Associated With Cognition, Psychopathology, and Brain Structure in Youths in the Philadelphia Neurodevelopmental Cohort |
title | Copy Number Variant Risk Scores Associated With Cognition, Psychopathology, and Brain Structure in Youths in the Philadelphia Neurodevelopmental Cohort |
title_full | Copy Number Variant Risk Scores Associated With Cognition, Psychopathology, and Brain Structure in Youths in the Philadelphia Neurodevelopmental Cohort |
title_fullStr | Copy Number Variant Risk Scores Associated With Cognition, Psychopathology, and Brain Structure in Youths in the Philadelphia Neurodevelopmental Cohort |
title_full_unstemmed | Copy Number Variant Risk Scores Associated With Cognition, Psychopathology, and Brain Structure in Youths in the Philadelphia Neurodevelopmental Cohort |
title_short | Copy Number Variant Risk Scores Associated With Cognition, Psychopathology, and Brain Structure in Youths in the Philadelphia Neurodevelopmental Cohort |
title_sort | copy number variant risk scores associated with cognition, psychopathology, and brain structure in youths in the philadelphia neurodevelopmental cohort |
topic | Original Investigation |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9096695/ https://www.ncbi.nlm.nih.gov/pubmed/35544191 http://dx.doi.org/10.1001/jamapsychiatry.2022.1017 |
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