TY - JOUR
T1 - Sociodemographic, lifestyle, and medical factors associated with calculated free testosterone concentrations in men
T2 - individual participant data meta-analyses
AU - Narinx, Nick
AU - Marriott, Ross J.
AU - Murray, Kevin
AU - Adams, Robert J.
AU - Ballantyne, Christie M.
AU - Bauer, Douglas C.
AU - Bhasin, Shalender
AU - Biggs, Mary L.
AU - Cawthon, Peggy M.
AU - Couper, David J.
AU - Dobs, Adrian S.
AU - Flicker, Leon
AU - Hankey, Graeme J.
AU - Hannemann, Anke
AU - Wilkening, Robin
AU - Martin, Sean A.
AU - Matsumoto, Alvin M.
AU - Ohlsson, Claes
AU - O’Neill, Terence W.
AU - Orwoll, Eric S.
AU - Shores, Molly M.
AU - Steveling, Antje
AU - Travison, Thomas G.
AU - Wittert, Gary A.
AU - Wu, Frederick C.W.
AU - Antonio, Leen
AU - Vanderschueren, Dirk
AU - Yeap, Bu B.
PY - 2024/11
Y1 - 2024/11
N2 - Objective: Sociodemographic, lifestyle, and medical variables influence total testosterone (T) and sex hormone-binding globulin (SHBG) concentrations. The relationship between these factors and “free” T remains unclear. We examined 21 sociodemographic, lifestyle, and medical predictors influencing calculated free T (cFT) in community-dwelling men across ages. Design: This is a cross-sectional analysis in 20 631 participants in the Androgens in Men Study. Methods: Individual participant data (IPD) were provided by 9 cohorts. Total T was determined using mass spectrometry, SHBG using immunoassays, and cFT using the Vermeulen formula. Associations were analyzed using 2-stage random effects IPD meta-analyses. Results: Cohort median ages ranged from 40 to 76 years and median cFT concentrations from 174.3 to 422.8 pmol/L. In men aged 17-99 years, there was a linear inverse association of cFT with age (−57.2 pmol/L [95% confidence interval, −69.4, −44.9] per 1 SD increase in age). Calculated free T increased with increasing baseline body mass index (BMI) among men with BMI < 23.6 kg/m2, but decreased among men with BMI > 23.6 kg/m2 (−24.7 pmol/L [−29.1, −20.3] per 1 SD increase in the 25.4-29.6 kg/m2 BMI range). Calculated free T was lower in younger men, who were married or in a de facto relationship (−18.4 pmol/L [−27.6, −9.3]) and in men who formerly smoked (−5.7 pmol/L [−8.9, −2.6]), were in poor general health (−14.0 pmol/L [−20.1, −7.8]), and had diabetes (−19.6 pmol/L [−23.0, −16.3]), cardiovascular disease (−5.8 pmol/L [−8.3, −3.2]), or cancer (−19.2 pmol/L [−24.4, −14.1]). Conclusions: Calculated free T was most prominently associated with age and BMI. The linear, inverse association with age, nonlinear association with BMI, and presence of diabetes, cancer, and sociodemographic factors should be considered when interpreting cFT values.
AB - Objective: Sociodemographic, lifestyle, and medical variables influence total testosterone (T) and sex hormone-binding globulin (SHBG) concentrations. The relationship between these factors and “free” T remains unclear. We examined 21 sociodemographic, lifestyle, and medical predictors influencing calculated free T (cFT) in community-dwelling men across ages. Design: This is a cross-sectional analysis in 20 631 participants in the Androgens in Men Study. Methods: Individual participant data (IPD) were provided by 9 cohorts. Total T was determined using mass spectrometry, SHBG using immunoassays, and cFT using the Vermeulen formula. Associations were analyzed using 2-stage random effects IPD meta-analyses. Results: Cohort median ages ranged from 40 to 76 years and median cFT concentrations from 174.3 to 422.8 pmol/L. In men aged 17-99 years, there was a linear inverse association of cFT with age (−57.2 pmol/L [95% confidence interval, −69.4, −44.9] per 1 SD increase in age). Calculated free T increased with increasing baseline body mass index (BMI) among men with BMI < 23.6 kg/m2, but decreased among men with BMI > 23.6 kg/m2 (−24.7 pmol/L [−29.1, −20.3] per 1 SD increase in the 25.4-29.6 kg/m2 BMI range). Calculated free T was lower in younger men, who were married or in a de facto relationship (−18.4 pmol/L [−27.6, −9.3]) and in men who formerly smoked (−5.7 pmol/L [−8.9, −2.6]), were in poor general health (−14.0 pmol/L [−20.1, −7.8]), and had diabetes (−19.6 pmol/L [−23.0, −16.3]), cardiovascular disease (−5.8 pmol/L [−8.3, −3.2]), or cancer (−19.2 pmol/L [−24.4, −14.1]). Conclusions: Calculated free T was most prominently associated with age and BMI. The linear, inverse association with age, nonlinear association with BMI, and presence of diabetes, cancer, and sociodemographic factors should be considered when interpreting cFT values.
KW - age
KW - body mass index
KW - calculated free testosterone
KW - male
KW - Vermeulen formula
UR - http://www.scopus.com/inward/record.url?scp=85210281322&partnerID=8YFLogxK
U2 - 10.1093/ejendo/lvae133
DO - 10.1093/ejendo/lvae133
M3 - Article
C2 - 39575586
AN - SCOPUS:85210281322
SN - 0804-4643
VL - 191
SP - 523
EP - 534
JO - European Journal of Endocrinology
JF - European Journal of Endocrinology
IS - 5
ER -