Evidence map›Paper›PMID 30256433›Full record

ArticleClinical endocrinology2019

Serum testosterone, sex hormone-binding globulin and sex-specific risk of incident type 2 diabetes in a retrospective primary care cohort.

Michael W O'Reilly, Marija Glisic, Balachandran Kumarendran, Anuradhaa Subramanian, Konstantinos N Manolopoulos, Abd A Tahrani, Deepi Keerthy, Taulant Muka, Konstantinos A Toulis, Wasim Hanif and 4 more

Open access · hybridAbstract read
In one paragraph

Article in Clinical endocrinology, 2019. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 44 papers, 3 of them syntheses that pooled it.

0numbers the graph read from it
0cells of the map it votes in
44citing papers in PubMed, 3 pooled it
4.4field-weighted citation impact, top 4% 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

44 citing papers in PubMed, 3 syntheses or guidelines pooled it, 69 citations in OpenAlex.

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  2. Pooled it
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  4. Approach to the patient: investigation of postmenopausal androgen excess.The Journal of clinical endocrinology and metabolism · 2026
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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

14 authors at 4 institutions in 4 countries.

Michael W O'ReillyInstitute of Metabolism and Systems Research, University of Birmingham, Birmingham, UK.ORCID 0000-0002-9108-9105
Marija GlisicDepartment of Epidemiology, Erasmus University Medical Centre, Rotterdam, The Netherlands.
Balachandran KumarendranInstitute of Applied Health Research, University of Birmingham, Birmingham, UK.
Anuradhaa SubramanianInstitute of Applied Health Research, University of Birmingham, Birmingham, UK.
Konstantinos N ManolopoulosInstitute of Metabolism and Systems Research, University of Birmingham, Birmingham, UK.
Abd A TahraniInstitute of Metabolism and Systems Research, University of Birmingham, Birmingham, UK.
Deepi KeerthyInstitute of Applied Health Research, University of Birmingham, Birmingham, UK.
Taulant MukaDepartment of Epidemiology, Erasmus University Medical Centre, Rotterdam, The Netherlands.
Konstantinos A ToulisInstitute of Applied Health Research, University of Birmingham, Birmingham, UK.
Wasim HanifCentre for Endocrinology, Diabetes and Metabolism, Birmingham Health Partners, Birmingham, UK.
G Neil ThomasInstitute of Applied Health Research, University of Birmingham, Birmingham, UK.
Oscar H FrancoDepartment of Epidemiology, Erasmus University Medical Centre, Rotterdam, The Netherlands.
Wiebke ArltInstitute of Metabolism and Systems Research, University of Birmingham, Birmingham, UK.
Krishnarajah NirantharakumarCentre for Endocrinology, Diabetes and Metabolism, Birmingham Health Partners, Birmingham, UK.
University of Birmingham · GBErasmus University Rotterdam · NLUniversity of Bern · CHUniversity of Kelaniya · LK

Funding

Department of Health CS-2013-13-029Medical Research Council MC_PC_15079Medical Research Council MR/S003878/1Wellcome Trust 099909Wellcome Trust 209492/Z/17/Z
6 · The paper itself

Abstract

objectivePrevious studies suggest that androgens have a sexually dimorphic impact on metabolic dysfunction. However, the sex-specific link between circulating androgens and risk of type 2 diabetes mellitus (T2DM) has not been examined in a large scale, longitudinal cohort, a task we undertook in this study.

designA retrospective cohort study in a UK primary care database. PATIENTS: We included men and women with available serum testosterone and sex hormone-binding globulin (SHBG) results. MEASUREMENTS: We categorized serum concentrations according to clinically relevant cut-off points and calculated crude and adjusted T2DM Incidence Rate Ratios (IRRs and aIRRs).

resultsSerum testosterone concentrations were available in 70 541 men and 81 889 women; serum SHBG was available in 15 907 men and 42 034 women. In comparison to a reference cohort with serum testosterone ≥20 nmol/L, men with lower serum testosterone had a significantly increased risk of T2DM, with the highest risk in those with serum testosterone <7 nmol/L (aIRR 2.71, 95% CI 2.34-3.14, P < 0.001). In women, the risk of T2DM started to increase significantly when serum testosterone concentrations exceeded 1.5 nmol/L, with the highest risk in women with serum testosterone ≥3.5 nmol/L (aIRR 1.98, 95% CI 1.55-2.52, P < 0.001). These observations were verified in a continuous rather than categorized analysis. The risk of T2DM increased in men and women with serum SHBG <40 and <50 nmol/L, respectively. CONCLUSIONS/

interpretationIn this longitudinal study, we found sexually dimorphic associations between serum testosterone and risk of incident T2DM. Androgen deficiency and excess should be considered important risk factors for diabetes in men and women, respectively.

Indexed as

Sex FactorsAdultAgedAndrogensCohort StudiesDiabetes Mellitus, Type 2FemaleHumansLongitudinal StudiesMaleMiddle AgedPrimary Health CareRetrospective StudiesRisk FactorsSex Hormone-Binding GlobulinTestosteroneAndrogensSex Hormone-Binding GlobulinTestosteroneandrogensdiabeteshypogonadismmetabolic diseasespopulation healthsex hormone-binding globulintestosterone

Identifiers

PMID30256433
PMCPMC6334272
OpenAlexW2892543413

What OpenQuestion holds

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LicenceCC BY
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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.