Related Experiment Video
Updated: Feb 10, 2026

In Silico Clinical Trials for Cardiovascular Disease
Published on: May 27, 2022
Reproductive Hormones and Subclinical Cardiovascular Disease in Midlife Women
Rebecca C Thurston1,2, Shalender Bhasin3, Yuefang Chang4
1Department of Psychiatry, University of Pittsburgh School of Medicine, Pittsburgh, Pennsylvania.
Context:
Reproductive hormones are important to the pathophysiology of cardiovascular disease (CVD) in women. However, standard estradiol (E2) and testosterone (T) assays lack sensitivity at the levels of postmenopausal women.
Objective:
Investigate relations of mass spectrometry-assessed estrone (E1), E2, and T and SHBG and subclinical CVD in women.
Design, Setting, And Participants:
Three hundred and four perimenopausal and postmenopausal women aged 40 to 60 years underwent subclinical CVD measurements. E1, E2, and T were assayed using liquid chromatography-tandem mass spectrometry; free T (FT) was estimated using ensemble allostery models. Regression models were adjusted for CVD risk factors.
Main Outcome Measures:
Carotid artery intima media thickness, interadventitial diameter (IAD), and plaque; brachial flow mediated dilation (FMD).
Results:
Higher E1 was related to higher FMD [β(SE) = 0.77 (0.37), P = 0.04], indicating better endothelial function. Higher E2 was related to lower IAD [β(SE) = -0.07 (0.02), P = 0.004], indicating less carotid remodeling. Higher SHBG was related to higher FMD [β(SE) = 1.31 (0.40), P = 0.001], yet higher IAD [β(SE) = 0.15 (0.06), P = 0.02] and plaque [OR (95% CI) = 1.84 (1.16 to 2.91), P = 0.009]; FT showed a similar yet inverse pattern of relations as SHBG. Thus, higher SHBG and lower FT were associated with better endothelial function, yet greater carotid remodeling and plaque.
Conclusions:
Endogenous E1 levels were related to endothelial function and E2 to vascular remodeling, suggesting distinct roles of these estrogens. SHBG and FT have complex roles depending on the vessel under study.
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