Evidence map›Paper›PMID 35544191›Full record

ArticleJAMA psychiatry2022

Copy Number Variant Risk Scores Associated With Cognition, Psychopathology, and Brain Structure in Youths in the Philadelphia Neurodevelopmental Cohort.

Aaron Alexander-Bloch, Guillaume Huguet, Laura M Schultz, Nicholas Huffnagle, Sebastien Jacquemont, Jakob Seidlitz, Zohra Saci, Tyler M Moore, Richard A I Bethlehem, Josephine Mollon and 16 more

Open access · hybridAbstract read
In one paragraph

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.

0numbers the graph read from it
0cells of the map it votes in
27citing papers in PubMed, 1 pooled it
7.1field-weighted citation impact, top 2% of its field
1 · What the graph read from it

What it found

Each row is one number read from the abstract, on the scale the paper reported it, with its interval. Left of the dashed line favours the treatment, right favours the comparator. Under each row is the sentence it came from. New to these charts? A ten-minute tutorial.

The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.

2 · The registry

The trial behind it

Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.

Neither the registry nor the abstract names a trial number. If this is a trial report, that itself is worth knowing.

3 · Its place in the literature

Who cites it

27 citing papers in PubMed, 1 synthesis or guideline pooled it, 40 citations in OpenAlex.

  1. Pooled it
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  16. Genome-wide association testing beyond SNPs.Nature reviews. Genetics · 2025
    Review
  17. Article
  18. Article
  19. Spectral normative modeling of brain structure.medRxiv : the preprint server for health sciences · 2025
    Article
  20. 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 · 2025
    Article
4 · The record

Corrections and comments

PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.

5 · Who and what money

Authors and funding

26 authors at 11 institutions in 3 countries.

Aaron Alexander-BlochDepartment of Child and Adolescent Psychiatry and Behavioral Science, Children's Hospital of Philadelphia, Philadelphia, Pennsylvania.
Guillaume HuguetDepartment of Pediatrics, University of Montreal, Montreal, Quebec, Canada.
Laura M SchultzThe Lifespan Brain Institute, Children's Hospital of Philadelphia and Penn Medicine, University of Pennsylvania, Philadelphia.
Nicholas HuffnagleDepartment of Child and Adolescent Psychiatry and Behavioral Science, Children's Hospital of Philadelphia, Philadelphia, Pennsylvania.
Sebastien JacquemontDepartment of Pediatrics, University of Montreal, Montreal, Quebec, Canada.
Jakob SeidlitzDepartment of Child and Adolescent Psychiatry and Behavioral Science, Children's Hospital of Philadelphia, Philadelphia, Pennsylvania.
Zohra SaciResearch Center of the Sainte-Justine University Hospital, Montreal, Quebec, Canada.
Tyler M MooreThe Lifespan Brain Institute, Children's Hospital of Philadelphia and Penn Medicine, University of Pennsylvania, Philadelphia.
Richard A I BethlehemDepartment of Psychiatry, University of Cambridge, Cambridge, United Kingdom.
Josephine MollonDepartment of Psychiatry, Boston Children's Hospital, Harvard Medical School, Boston, Massachusetts.
Emma K KnowlesDepartment of Psychiatry, Boston Children's Hospital, Harvard Medical School, Boston, Massachusetts.
Armin RaznahanSection on Developmental Neurogenomics, National Institute of Mental Health, Bethesda, Maryland.
Alison MerikangasThe Lifespan Brain Institute, Children's Hospital of Philadelphia and Penn Medicine, University of Pennsylvania, Philadelphia.
Barbara H ChaiyachatiThe Lifespan Brain Institute, Children's Hospital of Philadelphia and Penn Medicine, University of Pennsylvania, Philadelphia.
Harshini RamanWellesley College, Wellesley, Massachusetts.
J Eric SchmittDepartment of Radiology, University of Pennsylvania, Philadelphia, Pennsylvania.
Ran BarzilayDepartment of Child and Adolescent Psychiatry and Behavioral Science, Children's Hospital of Philadelphia, Philadelphia, Pennsylvania.
Monica E CalkinsThe Lifespan Brain Institute, Children's Hospital of Philadelphia and Penn Medicine, University of Pennsylvania, Philadelphia.
Russel T ShinoharaPenn Statistics in Imaging and Visualization Center, University of Pennsylvania, Philadelphia.
Theodore D SatterthwaiteThe Lifespan Brain Institute, Children's Hospital of Philadelphia and Penn Medicine, University of Pennsylvania, Philadelphia.
Ruben C GurThe Lifespan Brain Institute, Children's Hospital of Philadelphia and Penn Medicine, University of Pennsylvania, Philadelphia.
David C GlahnDepartment of Psychiatry, Boston Children's Hospital, Harvard Medical School, Boston, Massachusetts.
Laura AlmasyThe Lifespan Brain Institute, Children's Hospital of Philadelphia and Penn Medicine, University of Pennsylvania, Philadelphia.
Raquel E GurDepartment of Child and Adolescent Psychiatry and Behavioral Science, Children's Hospital of Philadelphia, Philadelphia, Pennsylvania.
Hakon HakonarsonCenter for Applied Genomics, Children's Hospital of Philadelphia, Philadelphia, Pennsylvania.
Joseph GlessnerCenter for Applied Genomics, Children's Hospital of Philadelphia, Philadelphia, Pennsylvania.
Children's Hospital of Philadelphia · USUniversity of Pennsylvania · USHarvard University · USUniversity of Pennsylvania Health System · USCentre Hospitalier Universitaire Sainte-Justine · CALifespan · USNational Institute of Mental Health · USPenn Center for AIDS Research · USUniversité de Montréal · CAUniversity of Cambridge · GBWellesley College · US

Funding

Section on Developmental NeurogenomicsZIAMH002949 · NIMH · NATIONAL INSTITUTE OF MENTAL HEALTH · PI RAZNAHAN, ARMIN · 2016 to 2025
$30.0M
Genetic Analysis and Manipulation Core (GAEC)P50HD105351 · NICHD · BOSTON CHILDREN'S HOSPITAL · PI Hisashi Umemori · 2021 to 2026
$9.4M
SCHIZOPHRENIA: A NEUROPSYCHIATRIC PERSPECTIVET32MH019112 · NIMH · UNIVERSITY OF PENNSYLVANIA · PI GUR, RAQUEL E · 1990 to 2024
$6.2M
Large-Scale Evaluation of the Effect of Rare Genetic Variants on Psychiatric Symptoms and Cognitive AbilityU01MH119690 · NIMH · BOSTON CHILDREN'S HOSPITAL · PI ALMASY, LAURA A., GLAHN, DAVID C · 2019 to 2023
$5.9M
Evolution of Psychosis in Youth: Multimodal Risk and Resilience MarkersR01MH119219 · NIMH · UNIVERSITY OF PENNSYLVANIA · PI GUR, RAQUEL E, GUR, RUBEN C. · 2019 to 2023
$3.8M
Combined brain and gene network approaches to the developmental hypothesis of schizophreniaK08MH120564 · NIMH · YALE UNIVERSITY · PI ALEXANDER-BLOCH, AARON FELIX · 2019 to 2023
$923k
6/9: Dissecting the effects of genomic variants on neurobehavioral dimensions in CNVs enriched for neuropsychiatric disorders.U01MH119739 · NIMH · SAINTE-JUSTINE UNIVERSITY HOSPITAL CTR · PI JACQUEMONT, SEBASTIEN · 2020 to 2024
$527k
NICHD NIH HHS P50 HD105351NIMH NIH HHS K08 MH120564NIMH NIH HHS R01 MH119219NIMH NIH HHS T32 MH019112NIMH NIH HHS U01 MH119690NIMH NIH HHS U01 MH119739
6 · The paper itself

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.

Indexed as

DNA Copy Number VariationsPsychotic DisordersAdolescentBrainChildCognitionFemaleHumansMaleRisk Factors

Identifiers

PMID35544191
PMCPMC9096695
OpenAlexW4280523270

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Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the OpenQuestion graph.