Evidence map›Paper›PMID 29617535›Full record

SynthesisJAMA cardiology2018

Association of Methylation Signals With Incident Coronary Heart Disease in an Epigenome-Wide Assessment of Circulating Tumor Necrosis Factor α.

Stella Aslibekyan, Golareh Agha, Elena Colicino, Anh N Do, Jari Lahti, Symen Ligthart, Riccardo E Marioni, Carola Marzi, Michael M Mendelson, Toshiko Tanaka and 39 more

Erratum issuedOpen access · bronzeAbstract readMeta-Analysis
In one paragraph

Synthesis in JAMA cardiology, 2018. 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 30 papers, 2 of them syntheses that pooled it.

0numbers the graph read from it
0cells of the map it votes in
30citing papers in PubMed, 2 pooled it
2.0field-weighted citation impact, top 13% 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

30 citing papers in PubMed, 2 syntheses or guidelines pooled it, 44 citations in OpenAlex.

  1. Pooled it
  2. Pooled it
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  14. Article
  15. Epigenetics in Precision Nutrition.Journal of personalized medicine · 2022
    Review
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  18. Review
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4 · The record

Corrections and comments

5 · Who and what money

Authors and funding

49 authors at 20 institutions in 6 countries.

Stella AslibekyanDepartment of Epidemiology, University of Alabama, Birmingham.
Golareh AghaThe Robert N. Butler Columbia Aging Center, Columbia University Mailman School of Public Health, New York, New York.
Elena ColicinoDepartment of Environmental Health Sciences, Columbia University Mailman School of Public Health, New York, New York.
Anh N DoDepartment of Epidemiology, University of Alabama, Birmingham.
Jari LahtiDepartment of Psychology and Logopedics, University of Helsinki, Helsinki, Finland.
Symen LigthartDepartment of Epidemiology, Erasmus University Medical Center, Rotterdam, the Netherlands.
Riccardo E MarioniCentre for Cognitive Ageing and Cognitive Epidemiology, University of Edinburgh, Edinburgh, United Kingdom.
Carola MarziResearch Unit of Molecular Epidemiology, Institute of Epidemiology, Helmholtz Zentrum München German Research Center for Environmental Health, Neuherberg, Germany.
Michael M MendelsonFramingham Heart Study, Framingham, Massachusetts.
Toshiko TanakaTranslational Gerontology Branch, National Institute on Aging, National Institutes of Health, Baltimore, Maryland.
Matthias WielscherMedical Research Council-Public Health England Centre for Environment and Health and Department of Epidemiology and Biostatistics, Imperial College London, London, United Kingdom.
Devin M AbsherHudson Alpha Institute for Biotechnology, Huntsville, Alabama.
Luigi FerrucciTranslational Gerontology Branch, National Institute on Aging, National Institutes of Health, Baltimore, Maryland.
Oscar H FrancoDepartment of Epidemiology, Erasmus University Medical Center, Rotterdam, the Netherlands.
Christian GiegerResearch Unit of Molecular Epidemiology, Institute of Epidemiology, Helmholtz Zentrum München German Research Center for Environmental Health, Neuherberg, Germany.
Harald GrallertResearch Unit of Molecular Epidemiology, Institute of Epidemiology, Helmholtz Zentrum München German Research Center for Environmental Health, Neuherberg, Germany.
Dena HernandezLaboratory of Neurogenetics, National Institute on Aging, Bethesda, Maryland.
Tianxiao HuanFramingham Heart Study, Framingham, Massachusetts.
Stella IuratoDepartment of Translational Research in Psychiatry, Max Planck Institute of Psychiatry, Munich, Germany.
Roby JoehanesDivision of Intramural Research, National Heart, Lung and Blood Institute, Framingham, Massachusetts.
Allan C JustDepartment of Environmental Medicine and Public Health, Icahn School of Medicine at Mount Sinai, New York, New York.
Sonja KunzeResearch Unit of Molecular Epidemiology, Institute of Epidemiology, Helmholtz Zentrum München German Research Center for Environmental Health, Neuherberg, Germany.
Honghuang LinSection of Computational Biomedicine, Department of Medicine, Boston University School of Medicine, Boston, Massachusetts.
Chunyu LiuFramingham Heart Study, Framingham, Massachusetts.
James B MeigsDivision of General Internal Medicine, Massachusetts General Hospital, Boston.
Joyce B J van MeursDepartment of Internal Medicine, Erasmus University Medical Center, Rotterdam, the Netherlands.
Ann Zenobia MooreLongitudinal Study Section, Translational Gerontology Branch, National Institute on Aging, National Institutes of Health, Baltimore, Maryland.
Annette PetersMedical Research Council-Public Health England Centre for Environment and Health and Department of Epidemiology and Biostatistics, Imperial College London, London, United Kingdom.
Holger ProkischInstitute of Human Genetics, Technical University Munich, Munich, Germany.
Katri RäikkönenDepartment of Psychology and Logopedics, University of Helsinki, Helsinki, Finland.
Wolfgang RathmannInstitute for Biometrics and Epidemiology, German Diabetes Center, Leibniz Center for Diabetes Research at Heinrich-Heine-University, Düsseldorf, Germany.
Michael RodenDepartment of Endocrinology and Diabetology, Heinrich-Heine University, Düsseldorf, Germany.
Katharina SchrammInstitute of Human Genetics, Technical University Munich, Munich, Germany.
Joel D SchwartzDepartment of Environmental Health, Harvard T.H. Chan School of Public Health, Boston, Massachusetts.
John M StarrCentre for Cognitive Ageing and Cognitive Epidemiology, The University of Edinburgh, Edinburgh, United Kingdom.
André G UitterlindenDepartment of Epidemiology, Erasmus University Medical Center, Rotterdam, the Netherlands.
Pantel VokonasVeterans Affairs Normative Aging Study, VA Boston Healthcare System, Boston, Massachusetts.
Melanie WaldenbergerResearch Unit of Molecular Epidemiology, Institute of Epidemiology, Helmholtz Zentrum München German Research Center for Environmental Health, Neuherberg, Germany.
Chen YaoFramingham Heart Study, Framingham, Massachusetts.
Degui ZhiSchool of Biomedical Informatics, University of Texas Health Science Center, Houston.
Andrea A BaccarelliDepartment of Environmental Health Sciences, Columbia University Mailman School of Public Health, New York, New York.
Stefania BandinelliGeriatric Unit, Azienda Sanitaria di Firenze, Florence, Italy.
Ian J DearyAlzheimer Scotland Dementia Research Centre, The University of Edinburgh, Edinburgh, United Kingdom.
Abbas DehghanMedical Research Council-Public Health England Centre for Environment and Health and Department of Epidemiology and Biostatistics, Imperial College London, London, United Kingdom.
Johan ErikssonDepartment of General Practice and Primary Health Care, Faculty of Medicine, University of Helsinki, Helsinki, Finland.
Christian HerderGerman Center for Diabetes Research, Neuherberg, Germany.
Marjo-Riitta JarvelinMedical Research Council-Public Health England Centre for Environment and Health and Department of Epidemiology and Biostatistics, Imperial College London, London, United Kingdom.
Daniel LevyFramingham Heart Study, Framingham, Massachusetts.
Donna K ArnettCollege of Public Health, University of Kentucky, Lexington.
Erasmus MC · NLGerman Center for Diabetes Research · DENational Institute on Aging · USColumbia University · USHeinrich Heine University Düsseldorf · DENational Heart Lung and Blood Institute · USUniversity of Helsinki · FIAlzheimer Scotland · GBHarvard University · USMedical Research Council · GBTechnical University of Munich · DEUniversity of Alabama at Birmingham · USAzienda Sanitaria di Firenze · ITBoston Children's Hospital · USBoston University · USHebrew SeniorLife · USHelmholtz Zentrum München · DEHudsonAlpha Institute for Biotechnology · USIcahn School of Medicine at Mount Sinai · USMax Planck Institute of Psychiatry · DE

Funding

THE FRAMINGHAM HEART STUDYN01HC25195 · NHLBI · BOSTON UNIVERSITY MEDICAL CAMPUS · PI RAMACHANDRAN, VASAN S · 2007 to 2014
$83.8M
Framingham Project/LevyZIAHL006001 · NHLBI · NATIONAL HEART, LUNG, AND BLOOD INSTITUTE · PI LEVY, DANIEL · 2009 to 2025
$51.1M
The Mount Sinai Transdisciplinary Center on Early Environmental ExposuresP30ES023515 · NIEHS · ICAHN SCHOOL OF MEDICINE AT MOUNT SINAI · PI Chris Gennings · 2014 to 2026
$21.3M
Epigenetic Determinants of Lipid Response to Dietary Fat and FenofibrateR01HL104135 · NHLBI · UNIVERSITY OF KENTUCKY · PI ARNETT, DONNA K · 2010 to 2015
$5.5M
The Aging Genome Association Study "AGE-GAIN"ZIAAG000965 · NIA · NATIONAL INSTITUTE ON AGING · PI FERRUCCI, LUIGI · 2009 to 2025
$4.0M
Genetics of cardiovascular risk factors in large founder population birth controlR01HL087679 · NHLBI · MASSACHUSETTS INSTITUTE OF TECHNOLOGY · PI HIRSCHHORN, JOEL N · 2007 to 2009
$4.0M
Rare Sequence Variation and Diabetes Quantitative TraitsU01DK078616 · NIDDK · MASSACHUSETTS GENERAL HOSPITAL · PI MEIGS, JAMES B · 2015 to 2019
$3.6M
Circulating microRNAs in Extracellular Vesicles, Air Particulate Pollution, and Lung Function in an Aging CohortR01ES025225 · NIEHS · COLUMBIA UNIVERSITY HEALTH SCIENCES · PI BACCARELLI, ANDREA · 2016 to 2020
$2.9M
Molecular and Epigenetic Mitochondriomics of Air Particles, Lead and CognitionR01ES021733 · NIEHS · HARVARD SCHOOL OF PUBLIC HEALTH · PI BACCARELLI, ANDREA · 2012 to 2015
$2.4M
Epidemiology of Precursors to Type 2 DiabetesK24DK080140 · NIDDK · MASSACHUSETTS GENERAL HOSPITAL · PI MEIGS, JAMES B · 2007 to 2016
$1.9M
Prenatal Exposure to Endocrine Disrupters, DNA Methylation, and Childhood ObesityR00ES023450 · NIEHS · ICAHN SCHOOL OF MEDICINE AT MOUNT SINAI · PI JUST, ALLAN C. · 2016 to 2018
$747k
Circulating Epigenetic Biomarkers for Personalized Cardiovascular Disease PreventionK99HL136875 · NHLBI · BOSTON CHILDREN'S HOSPITAL · PI MENDELSON, MICHAEL MAXWELL · 2017 to 2018
$330k
Biotechnology and Biological Sciences Research Council BB/F019394/1Chief Scientist OfficeIntramural NIH HHS Z99 AG999999Medical Research Council G0500539Medical Research Council G0600705Medical Research Council G1002319Medical Research Council MR/K026992/1NHLBI NIH HHS HHSN268201500001INHLBI NIH HHS K99 HL136875NHLBI NIH HHS N01HC25195NHLBI NIH HHS R01 HL087679NHLBI NIH HHS R01 HL104135NIDDK NIH HHS K24 DK080140NIDDK NIH HHS U01 DK078616NIEHS NIH HHS P30 ES023515NIEHS NIH HHS R00 ES023450NIEHS NIH HHS R01 ES021733NIEHS NIH HHS R01 ES025225Wellcome Trust
6 · The paper itself

Abstract

Importance: Tumor necrosis factor α (TNF-α) is a proinflammatory cytokine with manifold consequences for mammalian pathophysiology, including cardiovascular disease. A deeper understanding of TNF-α biology may enhance treatment precision. Objective: To conduct an epigenome-wide analysis of blood-derived DNA methylation and TNF-α levels and to assess the clinical relevance of findings. Design, Setting, and Participants: This meta-analysis assessed epigenome-wide associations in circulating TNF-α concentrations from 5 cohort studies and 1 interventional trial, with replication in 3 additional cohort studies. Follow-up analyses investigated associations of identified methylation loci with gene expression and incident coronary heart disease; this meta-analysis included 11 461 participants who experienced 1895 coronary events. Exposures: Circulating TNF-α concentration. Main Outcomes and Measures: DNA methylation at approximately 450 000 loci, neighboring DNA sequence variation, gene expression, and incident coronary heart disease. Results: The discovery cohort included 4794 participants, and the replication study included 816 participants (overall mean [SD] age, 60.7 [8.5] years). In the discovery stage, circulating TNF-α levels were associated with methylation of 7 cytosine-phosphate-guanine (CpG) sites, 3 of which were located in or near DTX3L-PARP9 at cg00959259 (β [SE] = -0.01 [0.003]; P = 7.36 × 10-8), cg08122652 (β [SE] = -0.008 [0.002]; P = 2.24 × 10-7), and cg22930808(β [SE] = -0.01 [0.002]; P = 6.92 × 10-8); NLRC5 at cg16411857 (β [SE] = -0.01 [0.002]; P = 2.14 × 10-13) and cg07839457 (β [SE] = -0.02 [0.003]; P = 6.31 × 10-10); or ABO, at cg13683939 (β [SE] = 0.04 [0.008]; P = 1.42 × 10-7) and cg24267699 (β [SE] = -0.009 [0.002]; P = 1.67 × 10-7), after accounting for multiple testing. Of these, negative associations between TNF-α concentration and methylation of 2 loci in NLRC5 and 1 in DTX3L-14 PARP9 were replicated. Replicated TNF-α-linked CpG sites were associated with 9% to 19% decreased risk of incident coronary heart disease per 10% higher methylation per CpG site (cg16411857: hazard ratio [HR], 0.86; 95% CI, 0.78-1.95; P = .003; cg07839457: HR, 0.89; 95% CI, 0.80-0.94; P = 3.1 × 10-5; cg00959259: HR, 0.91; 95% CI, 0.84-0.97; P = .002; cg08122652: HR, 0.81; 95% CI, 0.74-0.89; P = 2.0 × 10-5). Conclusions and Relevance: We identified and replicated novel epigenetic correlates of circulating TNF-α concentration in blood samples and linked these loci to coronary heart disease risk, opening opportunities for validation and therapeutic applications.

Indexed as

DNA MethylationAgedCoronary DiseaseFemaleGenome-Wide Association StudyHumansIncidenceMaleMiddle AgedTumor Necrosis Factor-alphaTumor Necrosis Factor-alpha

Identifiers

PMID29617535
PMCPMC6100733
OpenAlexW2795486555

What OpenQuestion holds

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Read underepoch 390

Registered trials

None linked

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.