Please use this identifier to cite or link to this item: https://hdl.handle.net/2440/139099
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Type: Journal article
Title: Mediation analysis of the testosterone treatment effect to prevent type 2 diabetes in the Testosterone for Prevention of Type 2 Diabetes Mellitus trial
Author: Robledo, K.P.
Marschner, I.C.
Handelsman, D.J.
Bracken, K.
Stuckey, B.G.A.
Yeap, B.B.
Inder, W.
Grossmann, M.
Jesudason, D.
Allan, C.A.
Wittert, G.
Citation: European Journal of Endocrinology, 2023; 189(1):50-57
Publisher: BioScientifica
Issue Date: 2023
ISSN: 0804-4643
1479-683X
Statement of
Responsibility: 
Kristy P. Robledo, Ian C. Marschner, David J. Handelsman, Karen Bracken, Bronwyn G.A. Stuckey, Bu B. Yeap, Warrick Inder, Mathis Grossmann, David Jesudason, Carolyn A. Allan, and Gary Wittert
Abstract: OBJECTIVE: To determine if testosterone treatment effect on glycaemia is mediated through changes in total fat mass, abdominal fat mass, skeletal muscle mass, non-dominant handgrip, oestradiol (E2), and sex hormone-binding globulin (SHBG). DESIGN: Mediation analysis of a randomised placebo-controlled trial of testosterone. METHODS: Six Australian tertiary care centres recruited 1007 males, aged 50-74 years, with waist circumference ≥ 95 cm, serum total testosterone ≤ 14 nmol/L (immunoassay) and either impaired glucose tolerance or newly diagnosed type 2 diabetes on an oral glucose tolerance test (OGTT). Participants were enrolled in a lifestyle program and randomised 1:1 to 3 monthly injections of 1000 mg testosterone undecanoate or placebo for 2 years. Complete data were available for 709 participants (70%). Mediation analyses for the primary outcomes of type 2 diabetes at 2-years (OGTT ≥ 11.1 mmol/L and change in 2-hour glucose from baseline), incorporating potential mediators: changes in fat mass, % abdominal fat, skeletal muscle mass, non-dominant hand-grip strength, E2, and SHBG was performed. RESULTS: For type 2 diabetes at 2-years, the unadjusted OR for treatment was 0.53 (95% CI:0.35-0.79), which became 0.48 (95% CI:0.30-0.76) after adjustment for covariates. Including potential mediators attenuated the treatment effect (OR 0.77; 95% CI:0.44-1.35; direct effect) with 65% mediated. Only fat mass remained prognostic in the full model (OR: 1.23; 95% CI: 1.09-1.39; p < 0.001). CONCLUSION: At least part of the testosterone treatment effect was found to be mediated by changes in fat mass, abdominal fat, skeletal muscle mass, grip strength, SHBG, and E2, but predominantly by changes in fat mass.
Keywords: diabetes
glucose
mediation analysis
testosterone
Rights: © The Author(s) 2023. Published by Oxford University Press on behalf of European Society of Endocrinology. This is an Open Access article distributed under the terms of the Creative Commons Attribution License (https://creativecommons.org/licenses/by/4.0/), which permits unrestricted reuse, distribution, and reproduction in any medium, provided the original work is properly cited.
DOI: 10.1093/ejendo/lvad074
Grant ID: http://purl.org/au-research/grants/nhmrc/1030123
Published version: http://dx.doi.org/10.1093/ejendo/lvad074
Appears in Collections:Medicine publications

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