Evidence map›Paper›PMID 37639720›Full record

ReviewAnnals of internal medicine2023

Factors Associated With Circulating Sex Hormones in Men : Individual Participant Data Meta-analyses.

Ross J Marriott, Kevin Murray, Robert J Adams, Leen Antonio, Christie M Ballantyne, Douglas C Bauer, Shalender Bhasin, Mary L Biggs, Peggy M Cawthon, David J Couper and 23 more

Open access · greenAbstract readReview
In one paragraph

Review in Annals of internal medicine, 2023. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 27 papers, 2 of them syntheses that pooled it.

0numbers the graph read from it
0cells of the map it votes in
27citing papers in PubMed, 2 pooled it
8.4field-weighted citation impact, top 2% 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

27 citing papers in PubMed, 2 syntheses or guidelines pooled it, 36 citations in OpenAlex.

  1. Pooled it
  2. Pooled it
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  4. Article
  5. Article
  6. Low testosterone is a phenotype of visceral adiposity.Journal of the Endocrine Society · 2026
    Article
  7. Review
  8. Longitudinal Changes in Sex Hormones in a Population of Older Community-dwelling Men.The Journal of clinical endocrinology and metabolism · 2026
    Article
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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

33 authors at 20 institutions in 6 countries.

Ross J MarriottSchool of Population and Global Health, University of Western Australia, Perth, Western Australia, Australia (R.J.M., K.M.).ORCID 0000-0002-8805-8498
Kevin MurraySchool of Population and Global Health, University of Western Australia, Perth, Western Australia, Australia (R.J.M., K.M.).ORCID 0000-0002-8856-6046
Robert J AdamsAdelaide Institute for Sleep Health, Flinders University, Bedford Park, South Australia, Australia (R.J.A.).ORCID 0000-0002-7572-0796
Leen AntonioLaboratory of Clinical and Experimental Endocrinology, Katholieke Universiteit Leuven, Leuven, Belgium (L.A., D.V.).ORCID 0000-0002-1079-2860
Christie M BallantyneInternal Medicine, Baylor College of Medicine, Houston, Texas (C.M.B.).
Douglas C BauerGeneral Internal Medicine, University of California, San Francisco, San Francisco, California (D.C.B.).ORCID 0000-0001-5261-7721
Shalender BhasinBrigham and Women's Hospital, Harvard Medical School, Boston, Massachusetts (S.B.).ORCID 0000-0002-3982-6200
Mary L BiggsDepartment of Biostatistics, School of Public Health, University of Washington, Seattle, Washington (M.L.B.).
Peggy M CawthonSan Francisco Coordinating Center, California Pacific Medical Center Research Institute, San Francisco, California (P.M.C.).
David J CouperGillings School of Global Public Health, University of North Carolina at Chapel Hill, Chapel Hill, North Carolina (D.J.C.).ORCID 0000-0002-4313-9235
Adrian S DobsSchool of Medicine, Division of Endocrinology, Diabetes, and Metabolism, Johns Hopkins University, Baltimore, Maryland (A.S.D.).
Leon FlickerMedical School and Western Australian Centre for Health and Ageing, University of Western Australia, Perth, Western Australia, Australia (L.F.).ORCID 0000-0002-3650-0475
David J HandelsmanANZAC Research Institute, University of Sydney, Sydney, New South Wales, Australia (D.J.H.).ORCID 0000-0002-4200-7476
Graeme J HankeyMedical School, University of Western Australia, and Perron Institute for Neurological and Translational Science, Perth, Western Australia, Australia (G.J.H.).ORCID 0000-0002-6044-7328
Anke HannemannInstitute of Clinical Chemistry and Laboratory Medicine, University Medicine Greifswald, and DZHK (German Centre for Cardiovascular Research), Partner Site Greifswald, Greifswald, Germany (A.H.).ORCID 0000-0003-4420-5449
Robin HaringSchool of Public Health and Preventive Medicine, Monash University, Melbourne, Victoria, Australia, and Faculty of Applied Public Health, European University of Applied Sciences, Rostock, Germany (R.H.).ORCID 0000-0002-8332-5016
Benjumin HsuCentre for Big Data Research in Health, University of New South Wales, Sydney, New South Wales, Australia (B.H.).
Magnus KarlssonClinical and Molecular Osteoporosis Research Unit, Departments of Orthopedics and Clinical Sciences, Lund University, Skåne University Hospital, Malmö, Sweden (M.K.).
Sean A MartinAustralian Institute of Family Studies, Southbank, Victoria, Australia (S.A.M.).ORCID 0000-0001-8479-4992
Alvin M MatsumotoDepartment of Medicine, University of Washington School of Medicine, and Geriatric Research Education and Clinical Center, Veterans Affairs Puget Sound Health Care System, Seattle, Washington (A.M.M.).ORCID 0000-0002-6506-8650
Dan MellströmCentre for Bone and Arthritis Research at the Sahlgrenska Academy, Institute of Medicine, University of Gothenburg, Göteborg, Sweden (D.M., C.O.).
Claes OhlssonCentre for Bone and Arthritis Research at the Sahlgrenska Academy, Institute of Medicine, University of Gothenburg, Göteborg, Sweden (D.M., C.O.).
Terence W O'NeillCentre for Epidemiology Versus Arthritis, University of Manchester and National Institute for Health and Care Research Manchester Biomedical Research Centre, Manchester University National Health Service Foundation Trust, Manchester, United Kingdom (T.W.O.).ORCID 0000-0002-8896-4677
Eric S OrwollOregon Health & Science University, Portland, Oregon (E.S.O.).ORCID 0000-0002-8520-7355
Matteo QuartagnoMedical Research Council Clinical Trials Unit, University College London, London, United Kingdom (M.Q.).ORCID 0000-0003-4446-0730
Molly M ShoresDepartment of Psychiatry and Behavioral Sciences, School of Medicine, University of Washington, Seattle, Washington (M.M.S.).ORCID 0000-0002-1235-2690
Antje StevelingDepartment of Internal Medicine, University Medicine Greifswald, Greifswald, Germany (A.S.).
Åsa TivestenWallenberg Laboratory for Cardiovascular and Metabolic Research, Department of Molecular and Clinical Medicine, Institute of Medicine, Sahlgrenska Academy, University of Gothenburg, and Department of Endocrinology, Sahlgrenska University Hospital, Region Västra Götaland, Göteborg, Sweden (Å.T.).ORCID 0000-0002-8318-0486
Thomas G TravisonBrigham and Women's Hospital and Institute for Aging Research, Hebrew SeniorLife, Beth Israel Deaconess Medical Center, and Harvard Medical School, Boston, Massachusetts (T.G.T.).ORCID 0000-0002-1030-7175
Dirk VanderschuerenLaboratory of Clinical and Experimental Endocrinology, Katholieke Universiteit Leuven, Leuven, Belgium (L.A., D.V.).ORCID 0000-0003-1395-0104
Gary A WittertFreemasons Centre for Male Health & Wellbeing, School of Medicine, University of Adelaide, Adelaide, South Australia, Australia (G.A.W.).
Frederick C W WuDivision of Endocrinology, Diabetes & Gastroenterology, School of Medical Sciences, University of Manchester, Manchester, United Kingdom (F.C.W.W.).ORCID 0000-0002-7005-4798
Bu B YeapMedical School, University of Western Australia, and Department of Endocrinology and Diabetes, Fiona Stanley Hospital, Western Australia, Perth, Australia (B.B.Y.).ORCID 0000-0002-7612-5892
The University of Western Australia · AUBrigham and Women's Hospital · USKU Leuven · BENational Academy of Medicine · USUniversitätsmedizin Greifswald · DEUniversity of Washington · USAustralian Institute of Family Studies · AUBaylor College of Medicine · USCalifornia Pacific Medical Center · USEuropean University of Applied Sciences · DEFiona Stanley Hospital · AUFlinders University · AUFreemasons Foundation Centre for Men's Health · AUJohns Hopkins University · USLund University · SENational Health Service · GBOregon Health & Science University · USSahlgrenska University Hospital · SEThe University of Sydney · AUUniversity College London · GB

Funding

Oregon Clinical and Translational Research Institute - The National COVID Cohort Collaborative (N3C)UL1TR002369 · NCATS · OREGON HEALTH & SCIENCE UNIVERSITY · PI Cynthia D Morris, Christopher G. Slatore · 2017 to 2026
$78.4M
Long term fracture risk and change in peripheral bone in the oldest old men: The MrOS studyR01AG066671 · NIA · CALIFORNIA PACIFIC MED CTR RES INSTITUTE · PI BOUXSEIN, MARY L, CAWTHON, PEGGY MANNEN · 2020 to 2024
$13.3M
Medical Research Council MC_UU_00004/06NCATS NIH HHS UL1 TR002369NIA NIH HHS R01 AG066671
6 · The paper itself

Abstract

backgroundVarious factors modulate circulating testosterone in men, affecting interpretation of testosterone measurements. PURPOSE: To clarify factors associated with variations in sex hormone concentrations. DATA SOURCES: Systematic literature searches (to July 2019). STUDY SELECTION: Prospective cohort studies of community-dwelling men with total testosterone measured using mass spectrometry. DATA EXTRACTION: Individual participant data (IPD) (9 studies; DATA SYNTHESIS: Two-stage random-effects IPD meta-analyses found a nonlinear association of testosterone with age, with negligible change among men aged 17 to 70 years (change per SD increase about the midpoint, -0.27 nmol/L [-7.8 ng/dL] [CI, -0.71 to 0.18 nmol/L {-20.5 to 5.2 ng/dL}]) and decreasing testosterone levels with age for men older than 70 years (-1.55 nmol/L [-44.7 ng/dL] [CI, -2.05 to -1.06 nmol/L {-59.1 to -30.6 ng/dL}]). Testosterone was inversely associated with body mass index (BMI) (change per SD increase, -2.42 nmol/L [-69.7 ng/dL] [CI, -2.70 to -2.13 nmol/L {-77.8 to -61.4 ng/dL}]). Testosterone concentrations were lower for men who were married (mean difference, -0.57 nmol/L [-16.4 ng/dL] [CI, -0.89 to -0.26 nmol/L {-25.6 to -7.5 ng/dL}]); undertook at most 75 minutes of vigorous physical activity per week (-0.51 nmol/L [-14.7 ng/dL] [CI, -0.90 to -0.13 nmol/L {-25.9 to -3.7 ng/dL}]); were former smokers (-0.34 nmol/L [-9.8 ng/dL] [CI, -0.55 to -0.12 nmol/L {-15.9 to -3.5 ng/dL}]); or had hypertension (-0.53 nmol/L [-15.3 ng/dL] [CI, -0.82 to -0.24 nmol/L {-23.6 to -6.9 ng/dL}]), cardiovascular disease (-0.35 nmol/L [-10.1 ng/dL] [CI, -0.55 to -0.15 nmol/L {-15.9 to -4.3 ng/dL}]), cancer (-1.39 nmol/L [-40.1 ng/dL] [CI, -1.79 to -0.99 nmol/L {-51.6 to -28.5 ng/dL}]), or diabetes (-1.43 nmol/L [-41.2 ng/dL] [CI, -1.65 to -1.22 nmol/L {-47.6 to -35.2 ng/dL}]). Sex hormone-binding globulin was directly associated with age and inversely associated with BMI. Luteinizing hormone was directly associated with age in men older than 70 years. LIMITATION: Cross-sectional analysis, heterogeneity between studies and in timing of blood sampling, and imputation for missing data.

conclusionMultiple factors are associated with variation in male testosterone, SHBG, and LH concentrations. Reduced testosterone and increased LH concentrations may indicate impaired testicular function after age 70 years. Interpretation of individual testosterone measurements should account particularly for age older than 70 years, obesity, diabetes, and cancer. PRIMARY FUNDING SOURCE: Medical Research Future Fund, Government of Western Australia, and Lawley Pharmaceuticals. (PROSPERO: CRD42019139668).

Indexed as

Gonadal Steroid HormonesSex Hormone-Binding GlobulinAdolescentAdultAgedCross-Sectional StudiesHumansLuteinizing HormoneMaleMiddle AgedProspective StudiesTestosteroneYoung AdultGonadal Steroid HormonesLuteinizing HormoneSex Hormone-Binding GlobulinTestosterone

Identifiers

PMID37639720
PMCPMC10995451
OpenAlexW4386226189

What Socratic holds

Textmetadata
LicenceCC BY
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 Socratic graph.