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Inverse association between high-density lipoprotein cholesterol and bone mineral density in patients with diabetes results from a nationally representative survey

Tang Y, Li X, Wei J, Liu J, Wang Y, Liao H

Medicine, 2026

5,014 participants

Abstract

Diabetes mellitus substantially increases the risk of osteoporosis and fractures, but the mechanisms remain unclear. Dyslipidemia, particularly the role of high-density lipoprotein (HDL), may influence bone mineral density (BMD), yet evidence in diabetic patients is limited. This study aimed to explore the association between HDL and BMD in US adults with diabetes using a nationally representative dataset. We analyzed data from 5 National Health and Nutrition Examination Survey cycles (2005-2018). A total of 5014 diabetic participants with available HDL and dual-energy X-ray absorptiometry (DXA)-measured BMD were included. Weighted multivariable linear regression models, smooth curve fitting, and 2-piecewise linear regression were employed to examine linear and nonlinear associations. Subgroup and sensitivity analyses were also conducted to assess robustness. Among 5014 participants (mean age 40.1 ± 31.2 years; 50.8% male), mean femoral neck and lumbar spine BMD were 0.81 and 1.03 g/cm2, respectively, with a mean HDL of 48.9 mg/dL. Higher HDL levels were inversely associated with BMD at both the femoral neck (β = -0.0011, 95% CI: -0.0015 to -0.0007) and lumbar spine (β = -0.0012, 95% CI: -0.0018 to -0.0007) after full adjustment. Participants in the highest HDL quartile had significantly lower BMD compared with those in the lowest quartile (femoral neck: -0.0294 g/cm2; lumbar spine: -0.0378 g/cm2). Smooth curve fitting indicated nonlinear, negative associations. Subgroup…

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