Evidence map›Paper›PMID 36070757›Full record

ArticleCell reports. Medicine2022

Gene-environment interactions explain a substantial portion of variability of common neuropsychiatric disorders.

Hanxin Zhang, Atif Khan, Andrey Rzhetsky

Abstract read
In one paragraph

Article in Cell reports. Medicine, 2022. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 7 papers.

0numbers the graph read from it
0cells of the map it votes in
7citing papers in PubMed
–field-weighted citation impact
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

7 citing papers in PubMed.

  1. Imaging biomarkers in functional neurological disorders.Philosophical transactions of the Royal Society of London. Series B, Biological sciences · 2026
    Review
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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

3 authors.

Hanxin ZhangCommittee on Genetics, Genomics and Systems Biology, The University of Chicago, Chicago, IL 60637, USA; Department of Medicine, Institute of Genomics and Systems Biology, The University of Chicago, Chicago, IL 60637, USA.
Atif KhanDepartment of Medicine, Institute of Genomics and Systems Biology, The University of Chicago, Chicago, IL 60637, USA.
Andrey RzhetskyCommittee on Genetics, Genomics and Systems Biology, The University of Chicago, Chicago, IL 60637, USA; Department of Medicine, Institute of Genomics and Systems Biology, The University of Chicago, Chicago, IL 60637, USA; Department of Human Genetics and Committee on Quantitative Methods in Social, Behavioral, and Health Sciences, The University of Chicago, Chicago, IL 60637, USA. Electronic address: andrey.rzhetsky@uchicago.edu.

Funding

Modeling the temporal succession of phenotypes & environnnental cuesP50MH094267 · NIMH · UNIVERSITY OF CHICAGO · PI RZHETSKY, ANDREY · 2011 to 2015
$10.2M
MAPGen Knowledge Base (MAPGenKB) and Coordination CenterU01HL108634 · NHLBI · UNIVERSITY OF SOUTHERN CALIFORNIA · PI ZHOU, XIANGHONG JASMINE · 2011 to 2015
$5.3M
Mendelian Disease - Asthma Comorbidity to Find Subgroup-Specific Asthma GenesR01HL122712 · NHLBI · UNIVERSITY OF CHICAGO · PI OBER, CAROLE, RZHETSKY, ANDREY · 2015 to 2018
$3.1M
NHLBI NIH HHS R01 HL122712NHLBI NIH HHS U01 HL108634NIMH NIH HHS P50 MH094267
6 · The paper itself

Abstract

In complex diseases, the phenotypic variability can be explained by genetic variation (G), environmental stimuli (E), and interaction of genetic and environmental factors (G-by-E effects), among which the contribution G-by-E remains largely unknown. In this study, we focus on ten major neuropsychiatric disorders using data for 138,383 United States families with 404,475 unique individuals. We show that, while gene-environment interactions account for only a small portion of the total phenotypic variance for a subset of disorders (depression, adjustment disorder, substance abuse), they explain a rather large portion of the phenotypic variation of the remaining disorders: over 20% for migraine and close to or over 30% for anxiety/phobic disorder, attention-deficit/hyperactivity disorder, recurrent headaches, sleep disorders, and post-traumatic stress disorder. In this study, we have incorporated-in the same analysis-clinical data, family pedigrees, the spatial distribution of individuals, their socioeconomic and demographic confounders, and a collection of environmental measurements.

Indexed as

Attention Deficit Disorder with HyperactivityStress Disorders, Post-TraumaticSubstance-Related DisordersAnxiety DisordersGene-Environment InteractionHumansBayesian inferenceetiologygene-environment interactionheritabilitymixed-effects modelneuropsychiatric disorderpsychiatric disorder

Identifiers

PMID36070757
PMCPMC9512674

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Registered trials

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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.