Evidence map›Paper›PMID 31467194›Full record

ArticleScience (New York, N.Y.)2019

Large-scale GWAS reveals insights into the genetic architecture of same-sex sexual behavior.

Andrea Ganna, Karin J H Verweij, Michel G Nivard, Robert Maier, Robbee Wedow, Alexander S Busch, Abdel Abdellaoui, Shengru Guo, J Fah Sathirapongsasuti, 23andMe Research Team and 11 more

Abstract read
In one paragraph

Article in Science (New York, N.Y.), 2019. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 112 papers, 5 of them syntheses that pooled it.

0numbers the graph read from it
0cells of the map it votes in
112citing papers in PubMed, 5 pooled it
–field-weighted citation impact
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

112 citing papers in PubMed, 5 syntheses or guidelines pooled it.

  1. Pooled it
  2. Pooled it
  3. Pooled it
  4. Pooled it
  5. Guideline
  6. Article
  7. Article
  8. Early life stress modulates social behavior via oxytocin and arginine vasopressin in males.European archives of psychiatry and clinical neuroscience · 2026
    Article
  9. Review
  10. Article
  11. Article
  12. Mining the Gaps: Rethinking Divergence Between Biological and Self-Report Measures in the Study of Sexual Diversity.American journal of human biology : the official journal of the Human Biology Council · 2026
    Review
  13. Review
  14. Article
  15. Article
  16. Confounding fuels misinterpretation in human genetics.Proceedings. Biological sciences · 2025
    Article
  17. Article
  18. Article
  19. Article
  20. Review

52 more citing papers are in PubMed but not listed here.

4 · The record

Corrections and comments

5 · Who and what money

Authors and funding

21 authors.

Andrea Ganna *Analytic and Translational Genetics Unit, Center for Genomic Medicine, Massachusetts General Hospital, Boston, MA 02114, USA.ORCID 0000-0002-8147-240X
Karin J H Verweij *Department of Psychiatry, Amsterdam University Medical Centers (UMC), location AMC, University of Amsterdam, Meibergdreef 5, 1105 AZ Amsterdam, Netherlands.ORCID 0000-0001-9868-7821
Michel G NivardDepartment of Biological Psychology, Vrije Universiteit Amsterdam, 1081 BT, Amsterdam, Netherlands.
Robert MaierAnalytic and Translational Genetics Unit, Center for Genomic Medicine, Massachusetts General Hospital, Boston, MA 02114, USA.ORCID 0000-0002-3044-090X
Robbee WedowAnalytic and Translational Genetics Unit, Center for Genomic Medicine, Massachusetts General Hospital, Boston, MA 02114, USA.ORCID 0000-0002-3108-7087
Alexander S BuschMedical Research Council (MRC) Epidemiology Unit, University of Cambridge School of Clinical Medicine, Institute of Metabolic Science, Cambridge Biomedical Campus, Cambridge, UK.ORCID 0000-0003-4417-569X
Abdel AbdellaouiDepartment of Psychiatry, Amsterdam University Medical Centers (UMC), location AMC, University of Amsterdam, Meibergdreef 5, 1105 AZ Amsterdam, Netherlands.
Shengru GuoDepartment of Human Genetics, University of Miami, Miami, FL 33136, USA.
J Fah Sathirapongsasuti23andMe, Mountain View, CA 94041, USA.ORCID 0000-0002-8157-3665
23andMe Research Team
Paul LichtensteinDepartment of Medical Epidemiology and Biostatistics, Karolinska Institutet, Stockholm, Sweden.ORCID 0000-0003-3037-5287
Sebastian LundströmCentre for Ethics, Law and Mental Health, Gillberg Neuropsychiatry Centre, University of Gothenburg, Sweden.
Niklas LångströmDepartment of Medical Epidemiology and Biostatistics, Karolinska Institutet, Stockholm, Sweden.ORCID 0000-0002-2686-6799
Adam Auton23andMe, Mountain View, CA 94041, USA.ORCID 0000-0002-1630-1225
Kathleen Mullan HarrisCarolina Population Center, University of North Carolina at Chapel Hill, Chapel Hill, NC 27516, USA.ORCID 0000-0001-9757-1026
Gary W BeechamDepartment of Human Genetics, University of Miami, Miami, FL 33136, USA.
Eden R MartinDepartment of Human Genetics, University of Miami, Miami, FL 33136, USA.
Alan R SandersDepartment of Psychiatry and Behavioral Sciences, NorthShore University HealthSystem Research Institute, Evanston, IL 60201, USA.ORCID 0000-0001-6629-4011
John R B Perry *Medical Research Council (MRC) Epidemiology Unit, University of Cambridge School of Clinical Medicine, Institute of Metabolic Science, Cambridge Biomedical Campus, Cambridge, UK.ORCID 0000-0001-6483-3771
Benjamin M Neale *Analytic and Translational Genetics Unit, Center for Genomic Medicine, Massachusetts General Hospital, Boston, MA 02114, USA.ORCID 0000-0003-1513-6077
Brendan P Zietsch *Centre for Psychology and Evolution, School of Psychology, University of Queensland, St. Lucia, Brisbane QLD 4072, Australia. zietsch@psy.uq.edu.au.ORCID 0000-0003-0274-6140

Funding

Wave IV Data CollectionP01HD031921 · NICHD · UNIV OF NORTH CAROLINA CHAPEL HILL · PI HARRIS, KATHLEEN MULLAN · 1994 to 2020
$86.1M
Research Services CoreP2CHD050924 · NICHD · UNIV OF NORTH CAROLINA CHAPEL HILL · PI KAREN B GUZZO · 2015 to 2026
$9.6M
Molecular Genetic Study of Sexual OrientationR01HD041563 · NICHD · NORTHSHORE UNIV HEALTHSYSTEM RES INST · PI SANDERS, ALAN R · 2003 to 2007
$3.7M
Add Health: A Genotype and Phenotype Resource for the Global Scientific CommunityR01HD073342 · NICHD · UNIV OF NORTH CAROLINA CHAPEL HILL · PI HARRIS, KATHLEEN MULLAN · 2012 to 2016
$3.6M
Statistical methods to localize disease heritability and identify biological mechanismsR01MH107649 · NIMH · BROAD INSTITUTE, INC. · PI NEALE, BENJAMIN MICHAEL · 2015 to 2018
$2.9M
Social Demographic Moderation of Genome Wide Associations for Body Mass IndexR01HD060726 · NICHD · UNIVERSITY OF COLORADO · PI BOARDMAN, JASON D, MCQUEEN, MATTHEW B · 2010 to 2014
$2.7M
Meta-Analysis of Male Sexual OrientationR21HD080410 · NICHD · ENDEAVOR HEALTH CLINICAL OPERATIONS · PI MARTIN, EDEN R., SANDERS, ALAN R · 2016 to 2017
$439k
Research Tools to Enable Widespread Access and Use of Add Health GWAS DataR03HD097630 · NICHD · UNIV OF NORTH CAROLINA CHAPEL HILL · PI AVERY, CHRISTY LEIGH, HARRIS, KATHLEEN MULLAN · 2018 to 2019
$156k
Medical Research Council MC_UU_12015/2NICHD NIH HHS P01 HD031921NICHD NIH HHS P2C HD050924NICHD NIH HHS R01 HD041563NICHD NIH HHS R01 HD060726NICHD NIH HHS R01 HD073342NICHD NIH HHS R03 HD097630NICHD NIH HHS R21 HD080410NIMH NIH HHS R01 MH107649
6 · The paper itself

Abstract

Twin and family studies have shown that same-sex sexual behavior is partly genetically influenced, but previous searches for specific genes involved have been underpowered. We performed a genome-wide association study (GWAS) on 477,522 individuals, revealing five loci significantly associated with same-sex sexual behavior. In aggregate, all tested genetic variants accounted for 8 to 25% of variation in same-sex sexual behavior, only partially overlapped between males and females, and do not allow meaningful prediction of an individual's sexual behavior. Comparing these GWAS results with those for the proportion of same-sex to total number of sexual partners among nonheterosexuals suggests that there is no single continuum from opposite-sex to same-sex sexual behavior. Overall, our findings provide insights into the genetics underlying same-sex sexual behavior and underscore the complexity of sexuality.

Indexed as

Quantitative Trait LociDatasets as TopicFemaleGenome-Wide Association StudyHomosexuality, FemaleHomosexuality, MaleHumansMalePhenotypePolymorphism, Single NucleotideUnited Kingdom

Identifiers

PMID31467194
PMCPMC7082777

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.