Evidence map›Paper›PMID 30874594›Full record

ArticleScientific reports2019

Genomewide Study of Epigenetic Biomarkers of Opioid Dependence in European- American Women.

Janitza L Montalvo-Ortiz, Zhongshan Cheng, Henry R Kranzler, Huiping Zhang, Joel Gelernter

Erratum issuedOpen access · goldAbstract read
In one paragraph

Article in Scientific reports, 2019. The graph could read no effect estimate from its abstract, so it casts no vote on the map. An erratum has been issued. Cited by 29 papers, 2 of them syntheses that pooled it.

0numbers the graph read from it
0cells of the map it votes in
29citing papers in PubMed, 2 pooled it
2.2field-weighted citation impact, top 12% 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

29 citing papers in PubMed, 2 syntheses or guidelines pooled it, 50 citations in OpenAlex.

  1. Pooled it
  2. Pooled it
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  9. Epigenetic mechanisms of HIV and opioid-induced neuropathology: Potential therapies and interventions.Molecular therapy : the journal of the American Society of Gene Therapy · 2025
    Review
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  17. Within subject cross-tissue analyzes of epigenetic clocks in substance use disorder postmortem brain and blood.American journal of medical genetics. Part B, Neuropsychiatric genetics : the official publication of the International Society of Psychiatric Genetics · 2023
    Article
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4 · The record

Corrections and comments

5 · Who and what money

Authors and funding

5 authors at 3 institutions in 1 country.

Janitza L Montalvo-OrtizDivision of Human Genetics, Department of Psychiatry, Yale University School of Medicine, New Haven, CT, USA.ORCID 0000-0002-7657-8365
Zhongshan ChengDivision of Human Genetics, Department of Psychiatry, Yale University School of Medicine, New Haven, CT, USA.
Henry R KranzlerUniversity of Pennsylvania Perelman School of Medicine, Department of Psychiatry, Center for Studies of Addiction and Crescenz Veterans Affairs Medical Center, Philadelphia, PA, USA.ORCID 0000-0002-1018-0450
Huiping ZhangDepartments of Psychiatry and Medicine (Biomedical Genetics), Boston University School of Medicine, Boston, MA, USA.
Joel GelernterDivision of Human Genetics, Department of Psychiatry, Yale University School of Medicine, New Haven, CT, USA. joel.gelernter@yale.edu.ORCID 0000-0002-4067-1859
Yale University · USBoston University · USUniversity of Pennsylvania · US

Funding

Translational Technologies CoreP50AA012870 · NIAAA · YALE UNIVERSITY · PI Matthew J Girgenti · 2001 to 2026
$43.7M
JH/CIDR Genotyping for Genome-Wide Association StudiesU01HG004438 · NHGRI · JOHNS HOPKINS UNIVERSITY · PI VALLE, DAVID · 2007 to 2011
$24.2M
Sex-specific analysis of opioid dependence GWAS and beyondR01DA012690 · NIDA · YALE UNIVERSITY · PI GELERNTER, JOEL · 2000 to 2017
$14.0M
RESEARCH TRAINING - BIOLOGICAL SCIENCEST32MH014276 · NIMH · YALE UNIVERSITY · PI Marina R Picciotto · 1985 to 2026
$7.2M
Linkage Disequilibrium Studies of Alcohol DependenceR01AA011330 · NIAAA · YALE UNIVERSITY · PI GELERNTER, JOEL · 1997 to 2013
$6.4M
Brain microRNA-mRNA regulatory networks and alcohol use disordersR01AA025080 · NIAAA · YALE UNIVERSITY · PI ZHANG, HUIPING · 2016 to 2020
$1.7M
Salivary MicroRNAs as Biomarkers for Alcohol DependenceR21AA023068 · NIAAA · YALE UNIVERSITY · PI ZHANG, HUIPING · 2015 to 2016
$344k
NHGRI NIH HHS HHSN268200782096CNHGRI NIH HHS U01 HG004438NIAAA NIH HHS P50 AA012870NIAAA NIH HHS R01 AA011330NIAAA NIH HHS R01 AA025080NIAAA NIH HHS R21 AA023068NIDA NIH HHS R01 DA012690NIMH NIH HHS T32 MH014276
6 · The paper itself

Abstract

There is currently an epidemic of opioid use, overdose, and dependence in the United States. Although opioid dependence (OD) is more prevalent in men, opioid relapse and fatal opioid overdoses have recently increased at a higher rate among women. Epigenetic mechanisms have been implicated in the etiology of OD, though most studies to date have used candidate gene approaches. We conducted the first epigenome-wide association study (EWAS) of OD in a sample of 220 European-American (EA) women (140 OD cases, 80 opioid-exposed controls). DNA was derived from whole blood samples and EWAS was implemented using the Illumina Infinium HumanMethylationEPIC array. To identify differentially methylated CpG sites, we performed an association analysis adjusting for age, estimates of cell proportions, smoking status, and the first three principal components to correct for population stratification. After correction for multiple testing, association analysis identified three genome-wide significant differentially methylated CpG sites mapping to the PARG, RERE, and CFAP77 genes. These genes are involved in chromatin remodeling, DNA binding, cell survival, and cell projection. Previous genome-wide association studies have identified RERE risk variants in association with psychiatric disorders and educational attainment. DNA methylation age in the peripheral blood did not differ between OD subjects and opioid-exposed controls. Our findings implicate epigenetic mechanisms in OD and, if replicated, identify possible novel peripheral biomarkers of OD that could inform the prevention and treatment of the disorder.

Indexed as

AdultBiomarkersCpG IslandsDNADNA MethylationEpigenesis, GeneticEpigenomicsFemaleGenome-Wide Association StudyHumansMiddle AgedOpioid-Related DisordersUnited StatesWhite PeopleBiomarkersDNA

Identifiers

PMID30874594
PMCPMC6420601
OpenAlexW2921370843

What OpenQuestion holds

Textmetadata
LicenceCC BY
Read underepoch 390

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.