Back

Heterogeneity of effect of Intensive lifestyle intervention on cardiometabolic risk factors by sex hormones in diabetes

Oyeka, C. P.; Ma, J.; He, J. H.; Srialluri, N.; Gisinger, T.; Michos, E. D.; Woodward, M.; Kalyani, R. R.; Clark, J. M.; Bennett, W. L.; Vaidya, D.

2025-09-05 cardiovascular medicine
10.1101/2025.09.02.25334965 medRxiv
Show abstract

BackgroundIntensive lifestyle intervention(ILI) in type 2 diabetes(T2D) improves cardiometabolic risk factors. Sex differences in these responses may be driven by the sex hormones testosterone(T), estradiol(E2), and sex hormone binding globulin(SHBG). We evaluated whether baseline sex hormone levels modify ILI effects on cardiometabolic risk factors ie, heterogeneity of treatment effect(HTE), and whether these modifications differ by sex. MethodsStudy included 2,260 Look AHEAD participants(1,093 postmenopausal females; 1,167 males, mean age 60 years) randomized to ILI or diabetes support and education with sex hormone measurements. We used linear mixed-effects models, stratified by sex and adjusted for age, race, study site, medications and baseline weight, to examine the association between baseline T, E2, and SHBG with change in lipids, hemoglobin A1c(HbA1c), systolic and diastolic blood pressure(BP), weight, and waist circumference(WC) over an 8-year follow-up. HTE was assessed using a three way interaction term between baseline hormone levels, time and randomization arm. Permutation tests controlled for multiple comparisons. ResultsIn males, lower baseline E2 and total T significantly augmented ILI-induced triglyceride reductions(p=0.019 and 0.008, respectively) throughout follow up. Higher SHBG enhanced LDL-C lowering in females(p=0.018) and HDL-C increases in males(p=0.043). Higher baseline total T predicted greater long-term weight(p=0.013 females; 0.003 males) and WC loss(p=0.061 females; 0.035 males), while fewer hormone interactions were observed for BP and HbA1c. ConclusionsMales with greater endogenous total T achieved larger reductions in triglycerides, weight, and WC, whereas females with higher total T had greater HDL-C improvements and those with higher SHBG experienced more BP lowering. Hormone profiling may guide personalized lifestyle prescriptions to improve long term cardiometabolic benefits. Clinical PerspectiveO_LIWhat Is New? Baseline sex hormone levels especially estradiol in males and testosterone/SHBG in females, sex-specifically modify the cardiometabolic benefits of intensive lifestyle intervention in type 2 diabetes. C_LIO_LIWhat Are the Clinical Implications? Endogenous hormone profiles may help clinicians personalize diet and exercise programs and guide adjunctive therapies to maximize lipid, blood pressure, and adiposity outcomes in females and males with T2D. C_LI

Matching journals

The top 7 journals account for 50% of the predicted probability mass.

50% of probability mass above

"Similar papers" are the closest papers from that journal in the model's embedding space. They show what the match is built on, but the ranking comes mostly from a classifier over the whole training set, not from these examples alone.