Evidence map›Paper›PMID 36653534›Full record

ArticleCommunications medicine2023

Genetic analyses implicate complex links between adult testosterone levels and health and disease.

Jaakko T Leinonen, Nina Mars, Leevi E Lehtonen, Ari Ahola-Olli, Sanni Ruotsalainen, Terho Lehtimäki, Mika Kähönen, Olli Raitakari, FinnGen Consortium, Terhi Piltonen and 5 more

Abstract read
In one paragraph

Article in Communications medicine, 2023. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 28 papers, 4 of them syntheses that pooled it.

0numbers the graph read from it
0cells of the map it votes in
28citing papers in PubMed, 4 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

28 citing papers in PubMed, 4 syntheses or guidelines pooled it.

  1. Pooled it
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  5. Review
  6. Article
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  10. Polymorphism of theLife (Basel, Switzerland) · 2026
    Article
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  18. Testosterone mediates life-history trade-offs in female mammals.Biological reviews of the Cambridge Philosophical Society · 2025
    Review
  19. Article
  20. Genetic determinants of plasma testosterone in male blood donors are associated with altered red blood cell characteristics and survival in cold storage and after transfusion.Transfusion and apheresis science : official journal of the World Apheresis Association : official journal of the European Society for Haemapheresis · 2024
    Article
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

15 authors.

Jaakko T LeinonenInstitute for Molecular Medicine Finland (FIMM), HiLIFE, University of Helsinki, Helsinki, Finland.ORCID http://orcid.org/0000-0001-7530-6918
Nina Mars *Institute for Molecular Medicine Finland (FIMM), HiLIFE, University of Helsinki, Helsinki, Finland.ORCID http://orcid.org/0000-0002-7259-5993
Leevi E Lehtonen *Institute for Molecular Medicine Finland (FIMM), HiLIFE, University of Helsinki, Helsinki, Finland.
Ari Ahola-Olli *Institute for Molecular Medicine Finland (FIMM), HiLIFE, University of Helsinki, Helsinki, Finland.
Sanni RuotsalainenInstitute for Molecular Medicine Finland (FIMM), HiLIFE, University of Helsinki, Helsinki, Finland.ORCID http://orcid.org/0000-0002-1631-4069
Terho LehtimäkiDepartment of Clinical Chemistry, Finnish Cardiovascular Research Center, Tampere, Finland.ORCID http://orcid.org/0000-0002-2555-4427
Mika KähönenFaculty of Medicine and Health Technology, Tampere University, Tampere, Finland.
Olli RaitakariCentre for Population Health Research, University of Turku and Turku University Hospital, Turku, Finland.
FinnGen Consortium
Terhi PiltonenDepartment of Obstetrics and Gynecology, PEDEGO Research Unit, Medical Research Centre, Oulu University Hospital, University of Oulu, Oulu, Finland.ORCID http://orcid.org/0000-0002-9921-7300
Mark DalyInstitute for Molecular Medicine Finland (FIMM), HiLIFE, University of Helsinki, Helsinki, Finland.
Tiinamaija TuomiInstitute for Molecular Medicine Finland (FIMM), HiLIFE, University of Helsinki, Helsinki, Finland.
Samuli RipattiInstitute for Molecular Medicine Finland (FIMM), HiLIFE, University of Helsinki, Helsinki, Finland.ORCID http://orcid.org/0000-0002-0504-1202
Matti PirinenInstitute for Molecular Medicine Finland (FIMM), HiLIFE, University of Helsinki, Helsinki, Finland.ORCID http://orcid.org/0000-0002-1664-1350
Taru TukiainenInstitute for Molecular Medicine Finland (FIMM), HiLIFE, University of Helsinki, Helsinki, Finland. taru.tukiainen@helsinki.fi.ORCID http://orcid.org/0000-0002-5404-8398

Funding

Academy of Finland (Suomen Akatemia) 288509Academy of Finland (Suomen Akatemia) 312062Academy of Finland (Suomen Akatemia) 312072Academy of Finland (Suomen Akatemia) 312075Academy of Finland (Suomen Akatemia) 312076Academy of Finland (Suomen Akatemia) 315589Academy of Finland (Suomen Akatemia) 319181Academy of Finland (Suomen Akatemia) 331671Academy of Finland (Suomen Akatemia) 336820Medical Research Council MC_PC_17228Medical Research Council MC_QA137853
6 · The paper itself

Abstract

backgroundTestosterone levels are linked with diverse characteristics of human health, yet, whether these associations reflect correlation or causation remains debated. Here, we provide a broad perspective on the role of genetically determined testosterone on complex diseases in both sexes.

methodsLeveraging genetic and health registry data from the UK Biobank and FinnGen (total N = 625,650), we constructed polygenic scores (PGS) for total testosterone, sex-hormone binding globulin (SHBG) and free testosterone, associating these with 36 endpoints across different disease categories in the FinnGen. These analyses were combined with Mendelian Randomization (MR) and cross-sex PGS analyses to address causality.

resultsWe show testosterone and SHBG levels are intricately tied to metabolic health, but report lack of causality behind most associations, including type 2 diabetes (T2D). Across other disease domains, including 13 behavioral and neurological diseases, we similarly find little evidence for a substantial contribution from normal variation in testosterone levels. We nonetheless find genetically predicted testosterone affects many sex-specific traits, with a pronounced impact on female reproductive health, including causal contribution to PCOS-related traits like hirsutism and post-menopausal bleeding (PMB). We also illustrate how testosterone levels associate with antagonistic effects on stroke risk and reproductive endpoints between the sexes.

conclusionsOverall, these findings provide insight into how genetically determined testosterone correlates with several health parameters in both sexes. Yet the lack of evidence for a causal contribution to most traits beyond sex-specific health underscores the complexity of the mechanisms linking testosterone levels to disease risk and sex differences.

Identifiers

PMID36653534
PMCPMC9849476

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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.