Abstract 4369128: Insulin Sensitivity and Inflammation: Key Predictors of Cardiovascular Disease in Middle-Aged and Older Adults

M Menglu Liu K Kailun Yan (Fuwai Hospital, CAMS and PUMC, Beijing, China) K Kexin Zhang (State Key Laboratory of High Pressure and Superhard Materials, College of Physics) J Jiawen Li Y Yunqing Ye (fuwai hospital, Beijing, China) J Jinqing Yuan (Fuwai Hospital, CAMS and PUMC, Beijing, China) X Xueyan Zhao

Abstract

Background: Cardiovascular disease (CVD) remains a leading cause of morbidity and mortality in middle-aged and older adults. Both the estimated glucose disposal rate (eGDR), and hs-CRP have been identified as important risk factors for CVD. However, their combined influence on CVD risk in this population remains inadequately explored. Aim: This study aims to investigate the association between eGDR, hs-CRP, and the risk of CVD in middle-aged and older adults. Methods: Data were from the China Health and Retirement Longitudinal Study (CHARLS), which included 17,708 participants at baseline in 2011. After excluding those with cardiovascular disease (CVD) and missing follow-up data, 6,823 participants were enrolled. eGDR was calculated using the following formula: eGDR=24.31−(0.22×Waist Circumference)−(0.33×Systolic Blood Pressure)+(0.43×Fasting Plasma Glucose)eGDR=24.31−(0.22×Waist Circumference)−(0.33×Systolic Blood Pressure)+(0.43×Fasting Plasma Glucose). eGDR was categorized according to quartiles. The primary outcome was the incidence of heart diseases and stroke. Results: Among the 6,823 participants enrolled, the mean age was 59.14 ± 8.75 years, and 3,080 (45.1%) were male. During a maximum follow-up period of 9 years, 1,950 (28.6%) developed CVD. After adjusting for confounding factors, the risk of CVD incidence was highest in the lowest quartile (Q1) of eGDR compared to the highest quartile (Q4) (HR: 1.62, 95% CI: 1.38-1.88), followed by Q2 (HR: 1.34, 95% CI: 1.16-1.54). Elevated hs-CRP levels (≥2 mg/L) were associated with a 1.15-fold increased risk of CVD (95% CI: 1.04-1.27) compared to lower hs-CRP levels (<2 mg/L). When considering both eGDR and hs-CRP levels, the combined effect revealed the highest risk in individuals with the lowest eGDR (Q1) and elevated hs-CRP (HR: 1.75, 95% CI: 1.44-2.12), followed by those with Q1 of eGDR and low hs-CRP (HR: 1.59, 95% CI: 1.34-1.89), Q2 of eGDR with high hs-CRP (HR: 1.50, 95% CI: 1.22-1.84), and Q2 of eGDR with low hs-CRP (HR: 1.31, 95% CI: 1.12-1.54) (Table 1) Conclusion: In this large real-world study, we found that individuals with high eGDR and elevated hs-CRP had the highest risk of CVD. These findings highlight the combined role of insulin sensitivity and inflammation in predicting CVD risk and provide valuable insights into cardiovascular risk, aiding in early detection and targeted prevention strategies for CVD.

Article Details

Journal Circulation
Volume / Issue Vol. 152, Issue Suppl_3
Published November 04, 2025
ISSN 0009-7322
Publisher Lippincott Williams & Wilkins

Journal Info

Circulation

Lippincott Williams & Wilkins

ISSN: 0009-7322 Health Sciences

Authors (7)

M

Menglu Liu

K

Kailun Yan

Fuwai Hospital, CAMS and PUMC, Beijing, China

K

Kexin Zhang

State Key Laboratory of High Pressure and Superhard Materials, College of Physics

J

Jiawen Li

Y

Yunqing Ye

fuwai hospital, Beijing, China

J

Jinqing Yuan

Fuwai Hospital, CAMS and PUMC, Beijing, China

X

Xueyan Zhao