Abstract 18518: Exploring Sleep's Impact On Sex And Racial/ Ethnic Disparities In Cardiovascular Disease Risk: Leveraging Machine Learning And Precision Insights To Unravel Sleep-cvd Connections In 10-year Sleep Health Health Study

Abstract

Introduction: The study aimed to explore the connection between insufficient sleep (<7 hrs.) and 10-year cardiovascular disease (CVD) risk levels in black and white individuals, using Framingham risk (FRS) and Reynolds risk (RRS) scores. It also sought to identify and characterize the CVD risk factors associated with heightened or reduced risk profiles. Methods: Using the Sleep Heart Health Study (SHHS) (N=6,441) data, we investigated the independent role of insufficient sleep in explaining differences in 10-years CVD between blacks and whites via a proportional odds model of four 10-year CVD risk groups: low (<5%), low-medium (5% to <10%), medium-high (10% to <20%) and high (≥20%), adjusting for age, sex, and apnea-hypopnea index (AHI). We performed two levels of cluster analyses; via hierarchical cluster algorithm with entire sample (Level 1), and latent profiles in the low (protective profiles) and high (risk profiles) CVD risk groups (Level 2) to determine overall CVD risk, and risk and protective CVD profiles. Results: Blacks had a higher prevalence of smoking behavior, diabetes, mean systolic blood pressure, body mass index, total cholesterol compared to whites. Conversely, whites had a higher mean HDL cholesterol, sleep hours, and sleep efficiency compared to blacks. Men had higher 10-year CVD risk than women. AHI and race/ethnicity-sleep interaction were positively associated, while sleep was negatively associated with FRS and RRS. Across all CVD risk groups, whites who slept less than 5.5 hrs. had a higher CVD risk and those who slept more than 6.5 hrs. had a lower CVD risk compared to blacks. In Level 1 cluster analyses, we found two clusters: Cluster 1 (n= 3233): 6.17 sleep hours, apnea-index 11.84, age 59, SBP 125.43, total cholesterol 209, HDL 51.39, BMI 29.03, and slightly more than 50% female; and Cluster 2 (n=1657): 5.61 sleep hours, apnea-index 13.41, age 74, SBP 131, total cholesterol 204, HDL 50.30, BMI 26.45, and slightly less than 50% female. In Level 2 cluster analyses, we found two profiles within the low and high CVD risk groups. Conclusions: These findings suggest that blacks may not receive full protection from long-term CVD risk with longer sleep duration, as their white counterparts. Support: R01HL142066, R01AG067523, R01AG075007