Evidence map›Paper›PMID 34728798›Full record

ArticleMolecular psychiatry2021

Genome-wide association study of problematic opioid prescription use in 132,113 23andMe research participants of European ancestry.

Sandra Sanchez-Roige, Pierre Fontanillas, Mariela V Jennings, Sevim B Bianchi, Yuye Huang, Alexander S Hatoum, Julia Sealock, Lea K Davis, Sarah L Elson, 23andMe Research Team and 1 more

Open access · hybridAbstract read
In one paragraph

Article in Molecular psychiatry, 2021. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 40 papers, 3 of them syntheses that pooled it.

0numbers the graph read from it
0cells of the map it votes in
40citing papers in PubMed, 3 pooled it
6.8field-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

40 citing papers in PubMed, 3 syntheses or guidelines pooled it, 64 citations in OpenAlex.

  1. Does illicit drug use increase stroke risk? A systematic review, meta-analyses, and Mendelian randomization analysis.International journal of stroke : official journal of the International Stroke Society · 2026
    Pooled it
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  5. Associations ofPharmaceuticals (Basel, Switzerland) · 2026
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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

11 authors at 5 institutions in 1 country.

Sandra Sanchez-RoigeDepartment of Psychiatry, University of California San Diego, San Diego, CA, USA. sanchezroige@ucsd.edu.ORCID http://orcid.org/0000-0001-6137-5699
Pierre Fontanillas23andMe, Inc., Sunnyvale, CA, USA.
Mariela V JenningsDepartment of Psychiatry, University of California San Diego, San Diego, CA, USA.
Sevim B BianchiDepartment of Psychiatry, University of California San Diego, San Diego, CA, USA.
Yuye HuangDepartment of Psychiatry, University of California San Diego, San Diego, CA, USA.ORCID http://orcid.org/0000-0002-0707-3478
Alexander S HatoumDepartment of Psychiatry, Washington University School of Medicine, St. Louis, MO, USA.
Julia SealockDepartment of Medicine, Division of Genetic Medicine, Vanderbilt University, Nashville, TN, USA.ORCID http://orcid.org/0000-0002-9346-3498
Lea K DavisDepartment of Medicine, Division of Genetic Medicine, Vanderbilt University, Nashville, TN, USA.ORCID http://orcid.org/0000-0001-5143-2282
Sarah L Elson23andMe, Inc., Sunnyvale, CA, USA.
23andMe Research Team
Abraham A PalmerDepartment of Psychiatry, University of California San Diego, San Diego, CA, USA. aap@ucsd.edu.ORCID http://orcid.org/0000-0003-3634-0747
23andMe (United States) · USUniversity of California San Diego · USVanderbilt University · USUniversity of San Diego · USWashington University in St. Louis · US

Funding

Subject CollectionU10AA008401 · NIAAA · SUNY DOWNSTATE MEDICAL CENTER · PI JAY Arnold TISCHFIELD · 1989 to 2026
$162.7M
Vanderbilt Institute for Clinical and Translational Research (VICTR) -Identifying correlates of functional immunity in SARS-CoV-2 convalescent plasmaUL1TR002243 · NCATS · VANDERBILT UNIVERSITY MEDICAL CENTER · PI Paul A. Harris, Wesley H Self · 2017 to 2026
$130.7M
VANDERBILT UNIVERSITY CTSA FOR PEDIATRIC RESEARCHUL1RR024975 · NCRR · VANDERBILT UNIVERSITY · PI BERNARD, GORDON RAPHAEL · 2007 to 2011
$45.7M
The Vanderbilt Institute for Clinical and Translational Research (VICTR)UL1TR000445 · NCATS · VANDERBILT UNIVERSITY MEDICAL CENTER · PI BERNARD, GORDON RAPHAEL · 2012 to 2016
$41.4M
Sequencing CoreP50DA037844 · NIDA · UNIVERSITY OF CHICAGO · PI PALMER, ABRAHAM A · 2014 to 2023
$27.4M
Project 5 - Genetic architecture of alcohol use disorder using cross-trait genetic correlations and public next-generation sequencing studiesP50AA022537 · NIAAA · VIRGINIA COMMONWEALTH UNIVERSITY · PI MICHAEL F MILES · 2014 to 2026
$19.6M
Pharmacogenomics of Arrhythmia TherapyU19HL065962 · NHLBI · VANDERBILT UNIVERSITY MEDICAL CENTER · PI RODEN, DAN M · 2010 to 2014
$17.4M
Understanding and preventing HLA-associated drug reactionsP50GM115305 · NIGMS · VANDERBILT UNIVERSITY MEDICAL CENTER · PI PHILLIPS, ELIZABETH, RODEN, DAN M · 2015 to 2019
$13.0M
The Genetic Epemiology of Multiple SclerosisR01NS032830 · NINDS · VANDERBILT UNIVERSITY · PI HAINES, JONATHAN L · 1995 to 2010
$8.9M
Epidemiologic Architecture for Genes Linked to Environment (EAGLE)U01HG004798 · NHGRI · VANDERBILT UNIVERSITY · PI CRAWFORD, DANA C · 2008 to 2013
$8.8M
BIOMEDICAL RESEARCH TRAINING IN DRUG ABUSET32DA007261 · NIDA · WASHINGTON UNIVERSITY · PI ARPANA AGRAWAL, Jose A Moron-Concepcion · 1991 to 2026
$8.8M
The development of alcohol misuse and related problems from adolescence to early midlifeR01AA015416 · NIAAA · WASHINGTON UNIVERSITY · PI DICK, DANIELLE M, SALVATORE, JESSICA E · 2005 to 2024
$7.6M
NCATS NIH HHS UL1 TR000445NCATS NIH HHS UL1 TR002243NCRR NIH HHS S10 RR025141NCRR NIH HHS UL1 RR024975NHGRI NIH HHS U01 HG004798NHGRI NIH HHS U01 HG006378NHLBI NIH HHS U19 HL065962NIAAA NIH HHS K02 AA018755NIAAA NIH HHS P50 AA022537NIAAA NIH HHS R01 AA015416NIAAA NIH HHS U10 AA008401NICHD NIH HHS R01 HD074711NIDA NIH HHS DP1 DA054394NIDA NIH HHS P50 DA037844NIDA NIH HHS R01 DA050721NIDA NIH HHS T32 DA007261NIGMS NIH HHS P50 GM115305NIGMS NIH HHS RC2 GM092618NIMH NIH HHS F31 MH124306NIMH NIH HHS R01 MH113362NIMH NIH HHS R01 MH118233NIMH NIH HHS R56 MH120736NINDS NIH HHS R01 NS032830
6 · The paper itself

Abstract

The growing prevalence of opioid use disorder (OUD) constitutes an urgent health crisis. Ample evidence indicates that risk for OUD is heritable. As a surrogate (or proxy) for OUD, we explored the genetic basis of using prescription opioids 'not as prescribed'. We hypothesized that misuse of opiates might be a heritable risk factor for OUD. To test this hypothesis, we performed a genome-wide association study (GWAS) of problematic opioid use (POU) in 23andMe research participants of European ancestry (N = 132,113; 21% cases). We identified two genome-wide significant loci (rs3791033, an intronic variant of KDM4A; rs640561, an intergenic variant near LRRIQ3). POU showed positive genetic correlations with the two largest available GWAS of OUD and opioid dependence (r

Indexed as

Major Depressive DisorderOpioid-Related DisordersAnalgesics, OpioidGenome-Wide Association StudyHumansJumonji Domain-Containing Histone DemethylasesPrescriptionsAnalgesics, OpioidJumonji Domain-Containing Histone DemethylasesKDM4A protein, human

Identifiers

PMID34728798
PMCPMC8562028
OpenAlexW3209599011

What OpenQuestion holds

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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.