Evidence map›Paper›PMID 38052102›Full record

SynthesisHuman reproduction (Oxford, England)2024

Genome-wide association study meta-analysis of dizygotic twinning illuminates genetic regulation of female fecundity.

Hamdi Mbarek, Scott D Gordon, David L Duffy, Nikki Hubers, Sally Mortlock, Jeffrey J Beck, Jouke-Jan Hottenga, René Pool, Conor V Dolan, Ky'Era V Actkins and 47 more

Open access · hybridAbstract readMeta-Analysis
In one paragraph

Synthesis in Human reproduction (Oxford, England), 2024. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 11 papers, 3 of them syntheses that pooled it.

0numbers the graph read from it
0cells of the map it votes in
11citing papers in PubMed, 3 pooled it
14.5field-weighted citation impact, top 1% 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

11 citing papers in PubMed, 3 syntheses or guidelines pooled it, 25 citations in OpenAlex.

  1. Pooled it
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  3. New insights into the (epi)genetics of twinning.Human reproduction (Oxford, England) · 2024
    Pooled it
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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

57 authors at 20 institutions in 14 countries.

Hamdi MbarekDepartment of Biological Psychology, Netherlands Twin Register, Vrije Universiteit, Amsterdam, The Netherlands.ORCID 0000-0002-1108-0371
Scott D GordonQIMR Berghofer Medical Research Institute, Brisbane, QLD, Australia.
David L DuffyQIMR Berghofer Medical Research Institute, Brisbane, QLD, Australia.
Nikki HubersDepartment of Biological Psychology, Netherlands Twin Register, Vrije Universiteit, Amsterdam, The Netherlands.
Sally MortlockInstitute of Molecular Bioscience, University of Queensland, Brisbane, QLD, Australia.ORCID 0000-0003-2327-9465
Jeffrey J BeckAvera Institute for Human Genetics, Avera McKennan Hospital and University Health Center, Sioux Falls, SD, USA.
Jouke-Jan HottengaDepartment of Biological Psychology, Netherlands Twin Register, Vrije Universiteit, Amsterdam, The Netherlands.
René PoolDepartment of Biological Psychology, Netherlands Twin Register, Vrije Universiteit, Amsterdam, The Netherlands.
Conor V DolanDepartment of Biological Psychology, Netherlands Twin Register, Vrije Universiteit, Amsterdam, The Netherlands.
Ky'Era V ActkinsVanderbilt Genetics Institute, Vanderbilt University, Nashville, TN, USA.
Zachary F GerringQIMR Berghofer Medical Research Institute, Brisbane, QLD, Australia.ORCID 0000-0002-2445-1266
Jenny Van DongenDepartment of Biological Psychology, Netherlands Twin Register, Vrije Universiteit, Amsterdam, The Netherlands.ORCID 0000-0003-2063-8741
Erik A EhliAvera Institute for Human Genetics, Avera McKennan Hospital and University Health Center, Sioux Falls, SD, USA.
William G IaconoDepartment of Psychology, University of Minnesota, Minneapolis, MN, USA.
Matt McgueDepartment of Psychology, University of Minnesota, Minneapolis, MN, USA.
Daniel I ChasmanHarvard Medical School, Harvard University, Boston, MA, USA.
C Scott GallagherHarvard Medical School, Harvard University, Boston, MA, USA.
Samantha L P SchilitHarvard Medical School, Harvard University, Boston, MA, USA.ORCID 0000-0002-8991-6327
Cynthia C MortonHarvard Medical School, Harvard University, Boston, MA, USA.
Guillaume ParéPopulation Health Research Institute, McMaster University, Hamilton, ON, Canada.ORCID 0000-0002-6795-4760
Gonneke WillemsenDepartment of Biological Psychology, Netherlands Twin Register, Vrije Universiteit, Amsterdam, The Netherlands.
David C WhitemanQatar Genome Program, Qatar Foundation, Doha, Qatar.ORCID 0000-0003-2563-9559
Catherine M OlsenQIMR Berghofer Medical Research Institute, Brisbane, QLD, Australia.ORCID 0000-0003-4483-1888
Catherine DeromUniversity of Leuven, Leuven, Belgium.
Robert VlietinckUniversity of Leuven, Leuven, Belgium.
Daniel GudbjartssondeCODE Genetics, Reykjavik, Iceland.
Lisa Cannon-AlbrightUniversity of Utah, Salt Lake City, UT, USA.
Eva KrapohlMedical Research Council Social, Genetic and Developmental Psychiatry Centre, Institute of Psychiatry, Psychology & Neuroscience, King's College London, London, UK.
Robert PlominMedical Research Council Social, Genetic and Developmental Psychiatry Centre, Institute of Psychiatry, Psychology & Neuroscience, King's College London, London, UK.
Patrik K E MagnussonDepartment of Medical Epidemiology and Biostatistics, Karolinska Institutet, Stockholm, Sweden.
Nancy L PedersenDepartment of Medical Epidemiology and Biostatistics, Karolinska Institutet, Stockholm, Sweden.
Pirro HysiDepartment of Twin Research & Genetic Epidemiology, King's College London, London, UK.ORCID 0000-0001-5752-2510
Massimo ManginoDepartment of Twin Research & Genetic Epidemiology, King's College London, London, UK.
Timothy D SpectorDepartment of Twin Research & Genetic Epidemiology, King's College London, London, UK.
Teemu PalviainenInstitute for Molecular Medicine Finland FIMM, University of Helsinki, Helsinki, Finland.ORCID 0000-0002-7847-8384
Yuri MilaneschiDepartment of Psychiatry, EMGO Institute for Health and Care Research, Vrije Universiteit, Amsterdam, The Netherlands.
Brenda W PenninnxDepartment of Psychiatry, EMGO Institute for Health and Care Research, Vrije Universiteit, Amsterdam, The Netherlands.
Adrian I CamposQIMR Berghofer Medical Research Institute, Brisbane, QLD, Australia.ORCID 0000-0003-3468-8619
Ken K OngMRC Epidemiology Unit, University of Cambridge School of Clinical Medicine, Institute of Metabolic Science, Cambridge, UK.
John R B PerryMRC Epidemiology Unit, University of Cambridge School of Clinical Medicine, Institute of Metabolic Science, Cambridge, UK.
Cornelis B LambalkAmsterdam Reproduction and Development Institute, Amsterdam, The Netherlands.ORCID 0000-0003-3947-5129
Jaakko KaprioInstitute for Molecular Medicine Finland FIMM, University of Helsinki, Helsinki, Finland.
Ísleifur ÓlafssonDepartment of Clinical Biochemistry, National University Hospital of Iceland, Reykjavik, Iceland.
Karine DuroureSorbonne Université, INSERM, CNRS, Institut de la Vision, Paris, France.
Céline RevenuSorbonne Université, INSERM, CNRS, Institut de la Vision, Paris, France.
Miguel E RenteríaQIMR Berghofer Medical Research Institute, Brisbane, QLD, Australia.
Loic YengoInstitute of Molecular Bioscience, University of Queensland, Brisbane, QLD, Australia.
Lea DavisVanderbilt Genetics Institute, Vanderbilt University, Nashville, TN, USA.
Eske M DerksQIMR Berghofer Medical Research Institute, Brisbane, QLD, Australia.
Sarah E MedlandQIMR Berghofer Medical Research Institute, Brisbane, QLD, Australia.
Hreinn StefanssondeCODE Genetics, Reykjavik, Iceland.
Kari StefanssondeCODE Genetics, Reykjavik, Iceland.
Filippo Del BeneSorbonne Université, INSERM, CNRS, Institut de la Vision, Paris, France.ORCID 0000-0001-8551-2846
Bruno ReversadeGenome Institute of Singapore, Laboratory of Human Genetics & Therapeutics, A*STAR, Singapore, Singapore.ORCID 0000-0002-4070-7997
Grant W MontgomeryInstitute of Molecular Bioscience, University of Queensland, Brisbane, QLD, Australia.ORCID 0000-0002-4140-8139
Dorret I BoomsmaDepartment of Biological Psychology, Netherlands Twin Register, Vrije Universiteit, Amsterdam, The Netherlands.ORCID 0000-0002-7099-7972
Nicholas G MartinQIMR Berghofer Medical Research Institute, Brisbane, QLD, Australia.ORCID 0000-0003-4069-8020
QIMR Berghofer Medical Research Institute · AUVrije Universiteit Amsterdam · NLKing's College London · GBThe University of Queensland · AUBrigham and Women's Hospital · USCentre National de la Recherche Scientifique · FRdeCODE Genetics (Iceland) · ISAmsterdam Public Health · NLAvera McKennan Hospital & University Health Center · USKarolinska Institutet · SEKU Leuven · BEUniversity of Cambridge · GBUniversity of Helsinki · FIUniversity of Minnesota · USVanderbilt University · USAgency for Science, Technology and Research · SGAmsterdam University Medical Centers · NLHarvard University · USNational University Hospital of Iceland · ISPopulation Health Research Institute · CA

Funding

NIMH Center Repository Supporting Stem Cell ResearchU24MH068457 · NIMH · RUTGERS THE ST UNIV OF NJ NEW BRUNSWICK · PI BRZUSTOWICZ, LINDA M, KNOWLES, JAMES A · 2003 to 2024
$213.8M
Women's Health Study: Continued Follow-upR01CA047988 · NCI · BRIGHAM AND WOMEN'S HOSPITAL · PI BURING, JULIE E., LEE, I-MIN · 1991 to 2014
$28.2M
Colorado Adoption/Twin Study of Lifespan behavioral development & cognitive aging (CATSLife2)R01AG046938 · NIA · UNIVERSITY OF COLORADO · PI REYNOLDS, CHANDRA A, WADSWORTH, SALLY J · 2015 to 2024
$18.5M
Substance Abuse & Behavioral Disinhibition: Integrating Genes & EnvironmentU01DA024417 · NIDA · UNIVERSITY OF MINNESOTA · PI IACONO, WILLIAM G. · 2007 to 2010
$10.8M
TWIN STUDY OF FEMALE ALCOHOLISMS AND OTHER DISORDERSR01AA009367 · NIAAA · UNIVERSITY OF MINNESOTA TWIN CITIES · PI MCGUE, MATTHEW K. · 1992 to 2013
$9.0M
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
Integration of Genomics & Transcriptomics in Normal Twins & Major DepressionRC2MH089951 · NIMH · UNIV OF NORTH CAROLINA CHAPEL HILL · PI SULLIVAN, PATRICK F · 2009 to 2010
$6.5M
Twin Family Study of Vulnerability to Substance AbuseR37DA005147 · NIDA · UNIVERSITY OF MINNESOTA · PI IACONO, WILLIAM G. · 2009 to 2018
$6.4M
TWIN/FAMILY STUDY OF VULNERABILITY TO SUBSTANCE ABUSER01DA005147 · NIDA · UNIVERSITY OF MINNESOTA TWIN CITIES · PI IACONO, WILLIAM G · 1987 to 2007
$5.5M
Adolescent drinking and midlife outcomes: A prospective cotwin control studyR37AA009367 · NIAAA · UNIVERSITY OF MINNESOTA · PI MCGUE, MATTHEW K. · 2016 to 2024
$5.4M
TWIN STUDY OF ADHD, CD, AND SUBSTANCE ABUSER01DA013240 · NIDA · UNIVERSITY OF MINNESOTA TWIN CITIES · PI IACONO, WILLIAM G. · 2000 to 2010
$5.0M
Women's Health Study: Continued Follow-UpR01HL080467 · NHLBI · BRIGHAM AND WOMEN'S HOSPITAL · PI BURING, JULIE E. · 2005 to 2010
$4.5M
European Research Council 230374European Research Council ERC-230374Medical Research CouncilNCI NIH HHS CA047988NCI NIH HHS R01 CA047988NCI NIH HHS UM1 CA182913NHLBI NIH HHS HL043851NHLBI NIH HHS R01 HL043851NHLBI NIH HHS R01 HL080467NIAAA NIH HHS AA09367NIAAA NIH HHS K02 AA018755NIAAA NIH HHS K05 AA000145NIAAA NIH HHS R01 AA009203NIAAA NIH HHS R01 AA009367NIAAA NIH HHS R01 AA011886NIAAA NIH HHS R01 AA012502NIAAA NIH HHS R01 AA015416NIAAA NIH HHS R37 AA009367NIAAA NIH HHS R37 AA012502NIA NIH HHS R01 AG046938NICHD NIH HHS R01 HD042157NIDA NIH HHS DA05147NIDA NIH HHS R01 DA005147NIDA NIH HHS R01 DA013240NIDA NIH HHS R01 DA024417NIDA NIH HHS R37 DA005147NIDA NIH HHS U01 DA024417NIH HHS NIH R01 HD042157-01A1NIH HHS ROI D0042157-01ANIMH NIH HHS R01 MH081802NIMH NIH HHS RC2 MH089951NIMH NIH HHS RC2 MH089995NIMH NIH HHS U24 MH068457NIMH NIH HHS U24 MH068457-06Wellcome Trust
6 · The paper itself

Abstract

study questionWhich genetic factors regulate female propensity for giving birth to spontaneous dizygotic (DZ) twins? SUMMARY ANSWER: We identified four new loci, GNRH1, FSHR, ZFPM1, and IPO8, in addition to previously identified loci, FSHB and SMAD3. WHAT IS KNOWN ALREADY: The propensity to give birth to DZ twins runs in families. Earlier, we reported that FSHB and SMAD3 as associated with DZ twinning and female fertility measures. STUDY DESIGN, SIZE, DURATION: We conducted a genome-wide association meta-analysis (GWAMA) of mothers of spontaneous dizygotic (DZ) twins (8265 cases, 264 567 controls) and of independent DZ twin offspring (26 252 cases, 417 433 controls). PARTICIPANTS/MATERIALS, SETTING,

methodsOver 700 000 mothers of DZ twins, twin individuals and singletons from large cohorts in Australia/New Zealand, Europe, and the USA were carefully screened to exclude twins born after use of ARTs. Genetic association analyses by cohort were followed by meta-analysis, phenome wide association studies (PheWAS), in silico and in vivo annotations, and Zebrafish functional validation. MAIN RESULTS AND THE ROLE OF CHANCE: This study enlarges the sample size considerably from previous efforts, finding four genome-wide significant loci, including two novel signals and a further two novel genes that are implicated by gene level enrichment analyses. The novel loci, GNRH1 and FSHR, have well-established roles in female reproduction whereas ZFPM1 and IPO8 have not previously been implicated in female fertility. We found significant genetic correlations with multiple aspects of female reproduction and body size as well as evidence for significant selection against DZ twinning during human evolution. The 26 top single nucleotide polymorphisms (SNPs) from our GWAMA in European-origin participants weakly predicted the crude twinning rates in 47 non-European populations (r = 0.23 between risk score and population prevalence, s.e. 0.11, 1-tail P = 0.058) indicating that genome-wide association studies (GWAS) are needed in African and Asian populations to explore the causes of their respectively high and low DZ twinning rates. In vivo functional tests in zebrafish for IPO8 validated its essential role in female, but not male, fertility. In most regions, risk SNPs linked to known expression quantitative trait loci (eQTLs). Top SNPs were associated with in vivo reproductive hormone levels with the top pathways including hormone ligand binding receptors and the ovulation cycle. LARGE SCALE DATA: The full DZT GWAS summary statistics will made available after publication through the GWAS catalog (https://www.ebi.ac.uk/gwas/). LIMITATIONS, REASONS FOR CAUTION: Our study only included European ancestry cohorts. Inclusion of data from Africa (with the highest twining rate) and Asia (with the lowest rate) would illuminate further the biology of twinning and female fertility. WIDER IMPLICATIONS OF THE

findingsAbout one in 40 babies born in the world is a twin and there is much speculation on why twinning runs in families. We hope our results will inform investigations of ovarian response in new and existing ARTs and the causes of female infertility. STUDY FUNDING/COMPETING INTEREST(S): Support for the Netherlands Twin Register came from the Netherlands Organization for Scientific Research (NWO) and The Netherlands Organization for Health Research and Development (ZonMW) grants, 904-61-193, 480-04-004, 400-05-717, Addiction-31160008, 911-09-032, Biobanking and Biomolecular Resources Research Infrastructure (BBMRI.NL, 184.021.007), Royal Netherlands Academy of Science Professor Award (PAH/6635) to DIB, European Research Council (ERC-230374), Rutgers University Cell and DNA Repository (NIMH U24 MH068457-06), the Avera Institute, Sioux Falls, South Dakota (USA) and the National Institutes of Health (NIH R01 HD042157-01A1) and the Genetic Association Information Network (GAIN) of the Foundation for the National Institutes of Health and Grand Opportunity grants 1RC2 MH089951. The QIMR Berghofer Medical Research Institute (QIMR) study was supported by grants from the National Health and Medical Research Council (NHMRC) of Australia (241944, 339462, 389927, 389875, 389891, 389892, 389938, 443036, 442915, 442981, 496610, 496739, 552485, 552498, 1050208, 1075175). L.Y. is funded by Australian Research Council (Grant number DE200100425). The Minnesota Center for Twin and Family Research (MCTFR) was supported in part by USPHS Grants from the National Institute on Alcohol Abuse and Alcoholism (AA09367 and AA11886) and the National Institute on Drug Abuse (DA05147, DA13240, and DA024417). The Women's Genome Health Study (WGHS) was funded by the National Heart, Lung, and Blood Institute (HL043851 and HL080467) and the National Cancer Institute (CA047988 and UM1CA182913), with support for genotyping provided by Amgen. Data collection in the Finnish Twin Registry has been supported by the Wellcome Trust Sanger Institute, the Broad Institute, ENGAGE-European Network for Genetic and Genomic Epidemiology, FP7-HEALTH-F4-2007, grant agreement number 201413, National Institute of Alcohol Abuse and Alcoholism (grants AA-12502, AA-00145, AA-09203, AA15416, and K02AA018755) and the Academy of Finland (grants 100499, 205585, 118555, 141054, 264146, 308248, 312073 and 336823 to J. Kaprio). TwinsUK is funded by the Wellcome Trust, Medical Research Council, Versus Arthritis, European Union Horizon 2020, Chronic Disease Research Foundation (CDRF), Zoe Ltd and the National Institute for Health Research (NIHR) Clinical Research Network (CRN) and Biomedical Research Centre based at Guy's and St Thomas' NHS Foundation Trust in partnership with King's College London. For NESDA, funding was obtained from the Netherlands Organization for Scientific Research (Geestkracht program grant 10000-1002), the Center for Medical Systems Biology (CSMB, NVVO Genomics), Biobanking and Biomolecular Resources Research Infrastructure (BBMRI-NL), VU University's Institutes for Health and Care Research (EMGO+) and Neuroscience Campus Amsterdam, University Medical Center Groningen, Leiden University Medical Center, National Institutes of Health (NIH, ROI D0042157-01A, MH081802, Grand Opportunity grants 1 RC2 Ml-1089951 and IRC2 MH089995). Part of the genotyping and analyses were funded by the Genetic Association Information Network (GAIN) of the Foundation for the National Institutes of Health. Computing was supported by BiG Grid, the Dutch e-Science Grid, which is financially supported by NWO. Work in the Del Bene lab was supported by the Programme Investissements d'Avenir IHU FOReSIGHT (ANR-18-IAHU-01). C.R. was supported by an EU Horizon 2020 Marie Skłodowska-Curie Action fellowship (H2020-MSCA-IF-2014 #661527). H.S. and K.S. are employees of deCODE Genetics/Amgen. The other authors declare no competing financial interests. TRIAL REGISTRATION NUMBER: N/A.

Indexed as

FertilityGenome-Wide Association StudyTwinning, DizygoticAnimalsCarrier ProteinsFemaleHormonesHumansPregnancyProteinsUnited StatesZebrafishCarrier ProteinsHormonesProteinsdizygotic twinningfemale fecundityfertilitygeneticsgenome-wide association analysis

Identifiers

PMID38052102
PMCPMC10767824
OpenAlexW4389328752

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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.