ArticleJAMA psychiatry2022
Copy Number Variant Risk Scores Associated With Cognition, Psychopathology, and Brain Structure in Youths in the Philadelphia Neurodevelopmental Cohort.
Article in JAMA psychiatry, 2022. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 27 papers, 1 of them a synthesis that pooled it.
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Who cites it
27 citing papers in PubMed, 1 synthesis or guideline pooled it, 40 citations in OpenAlex.
- Hidden impacts of ocean warming and acidification on biological responses of marine animals revealed through meta-analysis.Nature communications · 2024Pooled it
- Copy number variant scores are associated with cerebrovascular pathology in aging.Molecular psychiatry · 2026Article
- Contribution of Copy Number Variants and Cumulative Genetic Load to Autism Spectrum Disorders: Integrative Insights from Chromosomal Microarray Analysis.International journal of molecular sciences · 2026Article
- Determinants of functional burden pleiotropy and gene dosage responses across human traits.Nature communications · 2026Article
- Are CNV Risk Scores Linked to Neurodevelopmental and Mental Health Characteristics Within CNV-Associated Intellectual Disability?medRxiv : the preprint server for health sciences · 2026Article
- Neurodevelopmental comorbidities in juvenile systemic autoimmune and autoinflammatory diseases.Nature reviews. Rheumatology · 2026Review
- Mapping corpus callosum architecture: developmental, genetic, and cognitive correlates in youth.bioRxiv : the preprint server for biology · 2026Article
- A pattern-learning algorithm associates copy number variations with brain structure and behavioural variables in an adolescent population cohort.Nature biomedical engineering · 2026Article
- An open, fully-processed data resource for studying mood and sleep variability in the developing brain.Aperture neuro · 2026Article
- Mirror effect of genomic deletions and duplications on cognitive ability across the human cerebral cortex.Research square · 2025Article
- Mirror effect of genomic deletions and duplications on cognitive ability across the human cerebral cortex.bioRxiv : the preprint server for biology · 2025Article
- The interplay between genomic copy number variants, sleep, and cognition in the general population.Translational psychiatry · 2025Article
- Mediating Role of Trauma Connecting Psychiatric Family History and Adolescent Mental Health.Biological psychiatry global open science · 2025Article
- Copy Number Variant Architecture of Child Psychopathology and Cognitive Development in the ABCD Study.The American journal of psychiatry · 2025Article
- Large familial chromosomal duplications without apparent disease phenotypes: how to deal with them in prenatal diagnosis?Pediatric research · 2025Article
- Genome-wide association testing beyond SNPs.Nature reviews. Genetics · 2025Review
- Contribution of copy number variations to education, socioeconomic status and cognition from a genome-wide study of 305,401 subjects.Molecular psychiatry · 2025Article
- Copy number variants and the tangential expansion of the cerebral cortex.Nature communications · 2025Article
- Spectral normative modeling of brain structure.medRxiv : the preprint server for health sciences · 2025Article
- Independent inheritance of cognition and bipolar disorder in a family sample.American journal of medical genetics. Part B, Neuropsychiatric genetics : the official publication of the International Society of Psychiatric Genetics · 2025Article
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Authors and funding
26 authors at 11 institutions in 3 countries.
Funding
Abstract
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.
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