Evidence map›Paper›PMID 35306566›Full record

ArticleThe Journal of clinical endocrinology and metabolism2022

Genetically Determined Reproductive Aging and Coronary Heart Disease: A Bidirectional 2-sample Mendelian Randomization.

Veerle Dam, N Charlotte Onland-Moret, Stephen Burgess, Maria-Dolores Chirlaque, Sanne A E Peters, Ewoud Schuit, Kaja Tikk, Elisabete Weiderpass, Clare Oliver-Williams, Angela M Wood and 46 more

Open access · greenAbstract read
In one paragraph

Article in The Journal of clinical endocrinology and metabolism, 2022. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 14 papers, 1 of them a synthesis that pooled it.

0numbers the graph read from it
0cells of the map it votes in
14citing papers in PubMed, 1 pooled it
4.5field-weighted citation impact, top 5% 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

14 citing papers in PubMed, 1 synthesis or guideline pooled it, 24 citations in OpenAlex.

  1. Pooled it
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  4. Women's heart disease research in the netherlands: angina with non-obstructive coronary artery disease and beyond.Netherlands heart journal : monthly journal of the Netherlands Society of Cardiology and the Netherlands Heart Foundation · 2025
    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

56 authors at 20 institutions in 13 countries.

Veerle DamJulius Center for Health Sciences and Primary Care, University Medical Center Utrecht, Utrecht University, GA 3508 Utrecht, the Netherlands.ORCID 0000-0002-5982-232X
N Charlotte Onland-MoretJulius Center for Health Sciences and Primary Care, University Medical Center Utrecht, Utrecht University, GA 3508 Utrecht, the Netherlands.ORCID 0000-0002-2360-913X
Stephen BurgessMRC Biostatistics Unit, University of Cambridge, Cambridge CB2 0SR, UK.ORCID 0000-0001-5365-8760
Maria-Dolores ChirlaqueDepartment of Epidemiology, Regional Health Authority, IMIB-Arrixaca, Murcia University, 30001 Murcia, Spain.ORCID 0000-0001-9242-3040
Sanne A E PetersJulius Center for Health Sciences and Primary Care, University Medical Center Utrecht, Utrecht University, GA 3508 Utrecht, the Netherlands.
Ewoud SchuitJulius Center for Health Sciences and Primary Care, University Medical Center Utrecht, Utrecht University, GA 3508 Utrecht, the Netherlands.ORCID 0000-0002-9548-3214
Kaja TikkDivision of Clinical Epidemiology and Aging Research, German Cancer Research Centre (DKFZ), 69120 Heidelberg, Germany.
Elisabete WeiderpassInternational Agency for Research on Cancer, World Health Organization, 69372 Lyon, France.ORCID 0000-0003-2237-0128
Clare Oliver-WilliamsMRC/BHF Cardiovascular Epidemiology Unit, Department of Public Health and Primary Care, University of Cambridge, Cambridge, UK.
Angela M WoodMRC/BHF Cardiovascular Epidemiology Unit, Department of Public Health and Primary Care, University of Cambridge, Cambridge, UK.
Anne TjønnelandDanish Cancer Society Research Center, DK-2100 Copenhagen, Denmark.
Christina C DahmDepartment of Public Health, Aarhus University, 8000 Aarhus, Denmark.
Kim OvervadDepartment of Public Health, Aarhus University, 8000 Aarhus, Denmark.ORCID 0000-0001-6429-7921
Marie-Christine Boutron-RuaultINSERM, Centre for Research in Epidemiology and Population Health, U1018, Nutrition, Hormones, and Women's Health Team, Institut Gustave Roussy, 94 805 Villejuif, France.ORCID 0000-0002-5956-5693
Matthias B SchulzeDepartment of Epidemiology, German Institute of Human Nutrition, Potsdam-Rehbruecke, Nuthetal, Germany; Institute of Nutritional Science, University of Potsdam, 14558 Nuthetal, Germany.
Antonia TrichopoulouHellenic Health Foundation, 115 27 Athens, Greece.ORCID 0000-0002-7204-6396
Pietro FerrariInternational Agency for Research on Cancer, World Health Organization, 69372 Lyon, France.ORCID 0000-0001-9358-7338
Giovanna MasalaCancer Risk Factors and Life-Style Epidemiology Unit, Institute for Cancer Research, Prevention and Clinical Network - ISPRO, 50139 Florence, Italy.ORCID 0000-0002-5758-9069
Vittorio KroghEpidemiology and Prevention Unit, Fondazione IRCCS Istituto Nazionale dei Tumori, 20133 Milan, Italy.ORCID 0000-0003-0122-8624
Rosario TuminoCancer Registry and Histopathology Department, "Civic - M.P. Arezzo" hospital, ASP Ragusa, 97100 Ragusa, Italy.
Giuseppe MatulloDepartment of Medical Sciences, University of Torino, 10124 Torino, Italy.
Salvatore PanicoDipartimento di medicina clinica e chirurgia, Federico II University, 80126 Naples, Italy.ORCID 0000-0002-5498-8312
Jolanda M A BoerNational Institute for Public Health and the Environment, 3720 BA Bilthoven, the Netherlands.
W M Monique VerschurenJulius Center for Health Sciences and Primary Care, University Medical Center Utrecht, Utrecht University, GA 3508 Utrecht, the Netherlands.
Marit WaasethDepartment of Pharmacy, Faculty of Health Sciences, UiT the Arctic University of Norway, N-9037 Tromsø, Norway.
Maria José Sánchez PérezEscuela Andaluza de Salud Pública. Instituto de Investigación Biosanitaria ibs.GRANADA, Universidad de Granada, 18011 Granada, Spain.
Pilar AmianoCIBER de Epidemiología y Salud Pública (CIBERESP), 28029 Madrid, Spain.
Liher ImazCIBER de Epidemiología y Salud Pública (CIBERESP), 28029 Madrid, Spain.
Conchi Moreno-IribasInstituto de Salud Pública de Navarra, IdiSNA, Navarre Institute for Health Research, REDISSEC, 31008, Pamplona, Spain.
Olle MelanderDepartment of Clinical Sciences, Lund University, SE-221 00 Malmö, Sweden.
Sophia HarlidDepartment of Radiation Sciences, Oncology, Umea University, 901 87 Umea, Sweden.ORCID 0000-0001-8540-6891
Maria NordendahlDepartment of Public Health and Clinical Medicine, Umea University, 901 87 Umea, Sweden.
Patrik WennbergDepartment of Public Health and Clinical Medicine, Umea University, 901 87 Umea, Sweden.
Timothy J KeyNuffield Department of Population Health, University of Oxford, OX3 7LF Oxford, England.
Elio RiboliDepartment of Epidemiology and Biostatistics, School of Public Health, Imperial College London, SW7 2AZ London, UK.ORCID 0000-0001-6795-6080
Carmen SantiusteCIBER de Epidemiología y Salud Pública (CIBERESP), 28029 Madrid, Spain.
Rudolf KaaksDivision of Cancer Epidemiology, DKFZ, Foundation under Public Law, D-69120 Heidelberg, Germany.
Verena KatzkeDivision of Cancer Epidemiology, DKFZ, Foundation under Public Law, D-69120 Heidelberg, Germany.ORCID 0000-0002-6509-6555
Claudia LangenbergMRC Epidemiology Unit, University of Cambridge School of Clinical Medicine, CB2 0SL Cambridge, UK.
Nicholas J WarehamMRC Epidemiology Unit, University of Cambridge School of Clinical Medicine, CB2 0SL Cambridge, UK.
Heribert SchunkertDeutsches Herzzentrum München, Technische Universität München, 80636 Munich, Germany.ORCID 0000-0001-6428-3001
Jeanette ErdmannInstitute for Cardiogenetics, University of Lübeck, 23562 Lübeck, Germany.
Christina WillenborgInstitute for Cardiogenetics, University of Lübeck, 23562 Lübeck, Germany.
Christian HengstenbergDepartment of Internal Medicine II, Division of Cardiology, Medical University of Vienna, 1090 Vienna, Austria.ORCID 0000-0002-8284-2994
Marcus E KleberVth Department of Medicine, Medical Faculty Mannheim, Heidelberg University, Mannheim, Germany.ORCID 0000-0003-0663-7275
Graciela DelgadoVth Department of Medicine, Medical Faculty Mannheim, Heidelberg University, Mannheim, Germany.
Winfried MärzVth Department of Medicine, Medical Faculty Mannheim, Heidelberg University, Mannheim, Germany.
Stavroula KanoniWilliam Harvey Research Institute, Barts and The London School of Medicine and Dentistry, Queen Mary University of London, London E1 4NS, UK.
George DedoussisDepartment of Nutrition-Dietetics/Harokopio University, 17671 Athens, Greece.
Panos DeloukasWilliam Harvey Research Institute, Barts and The London School of Medicine and Dentistry, Queen Mary University of London, London E1 4NS, UK.ORCID 0000-0001-9251-070X
Majid NikpayRuddy Canadian Cardiovascular Genetics Centre, University of Ottawa Heart Institute, Ottawa, Ontario K1Y 4W7, Canada.ORCID 0000-0003-0285-6454
Ruth McPhersonRuddy Canadian Cardiovascular Genetics Centre, University of Ottawa Heart Institute, Ottawa, Ontario K1Y 4W7, Canada.ORCID 0000-0002-9087-6107
Markus ScholzInstitute for Medical Informatics, Statistics and Epidemiology, University of Leipzig, 04107 Leipzig, Germany.ORCID 0000-0002-4059-1779
Andrej TerenLIFE Research Center for Civilization Diseases, University of Leipzig, 04103 Leipzig, Germany.
Adam S ButterworthMRC/BHF Cardiovascular Epidemiology Unit, Department of Public Health and Primary Care, University of Cambridge, Cambridge, UK.
Yvonne T van der SchouwJulius Center for Health Sciences and Primary Care, University Medical Center Utrecht, Utrecht University, GA 3508 Utrecht, the Netherlands.
University of Cambridge · GBUtrecht University · NLHeidelberg University · DEUmeå University · SEAarhus University · DKBiogipuzkoa Health Research Institute · ESCentre international de recherche sur le cancer · FRInstituto Murciano de Investigación Biosanitaria · ESQueen Mary University of London · GBUniversity of Lübeck · DEUniversity of Ottawa · CAAzienda Usl 8 Arezzo · ITFederico II University Hospital · ITFondazione IRCCS Istituto Nazionale dei Tumori · ITGerman Cancer Research Center · DEGerman Centre for Cardiovascular Research · DEHarokopio University of Athens · GRImperial College London · GBInserm · FRInstituto de Salud Pública de Navarra · ES

Funding

British Heart Foundation RG/08/014British Heart Foundation RG/13/13/30194British Heart Foundation SP/09/002European Research Council 268834Medical Research Council G0800270Medical Research Council MC_PC_17228Medical Research Council MC_QA137853Medical Research Council MC_UU_00002/7Medical Research Council MC_UU_00006/1Medical Research Council MC_UU_12015/1Medical Research Council MR/L003120/1Medical Research Council MR/P014550/1Medical Research Council RG13/13/30194Wellcome TrustWorld Health Organization 001
6 · The paper itself

Abstract

backgroundAccelerated reproductive aging, in women indicated by early natural menopause, is associated with increased coronary heart disease (CHD) risk in observational studies. Conversely, an adverse CHD risk profile has been suggested to accelerate menopause.

objectivesTo study the direction and evidence for causality of the relationship between reproductive aging and (non-)fatal CHD and CHD risk factors in a bidirectional Mendelian randomization (MR) approach, using age at natural menopause (ANM) genetic variants as a measure for genetically determined reproductive aging in women. We also studied the association of these variants with CHD risk (factors) in men.

designTwo-sample MR, using both cohort data as well as summary statistics, with 4 methods: simple and weighted median-based, standard inverse-variance weighted (IVW) regression, and MR-Egger regression.

participantsData from EPIC-CVD and summary statistics from UK Biobank and publicly available genome-wide association studies were pooled for the different analyses.

main outcome measuresCHD, CHD risk factors, and ANM.

resultsAcross different methods of MR, no association was found between genetically determined reproductive aging and CHD risk in women (relative risk estimateIVW = 0.99; 95% confidence interval (CI), 0.97-1.01), or any of the CHD risk factors. Similarly, no associations were found in men. Neither did the reversed analyses show evidence for an association between CHD (risk factors) and reproductive aging.

conclusionGenetically determined reproductive aging is not causally associated with CHD risk (factors) in women, nor were the genetic variants associated in men. We found no evidence for a reverse association in a combined sample of women and men.

Indexed as

Coronary DiseaseGenome-Wide Association StudyAgingFemaleHumansMaleMendelian Randomization AnalysisPolymorphism, Single Nucleotidecoronary heart diseaseMendelian Randomizationreproductive agingrisk factors

Identifiers

PMID35306566
PMCPMC9202700
OpenAlexW4220945767

What OpenQuestion holds

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LicenceCC BY-NC-ND
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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.