Association of obesity and LDL subfractions evaluated by body mass index, waist circumference, and diabetes status: the ELSA-Brasil study

Low-density lipoproteins (LDL) comprise a pool of particles with different densities that may have variable impact on atherogenesis. Studies suggest that obese individuals with elevated body mass index (BMI) and waist circumference (WC) have increased small and dense LDL subfractions (sdLDL-c). It is unclear if diabetes (T2D) and insulin resistance (IR) may modify this association. We included 4,111 (50.4 ± 8.6 years of age, 45.5% men) individuals with neither prior cardiovascular disease nor use of lipid-lowering medications. Total LDL-c and its subfractions (LDL<sub>1</sub>-c, LDL<sub>2</sub>-c, LDL<sub>3</sub>-c, and LDL<sub>4</sub>-c) were measured by vertical zonal ultracentrifugation. We considered the subfractions LDL<sub>1</sub>-c and LDL<sub>2</sub>-c as large buoyant LDL (lbLDL-c) and the subfractions LDL<sub>3</sub>-c and LDL<sub>4</sub>-c as sdLDL-c. We analyzed the association between LDL-c subclasses, BMI and WC using linear regression analysis and stratified by the presence of T2D and IR. For sdLDL-c, a direct association with hypertension, T2D, fasting plasma glucose, total cholesterol, LDL-c, and triglycerides was observed. In multivariate analysis, after adjustment for age, sex, race and triglycerides, the strong association of sdLDL-c with BMI (β 95% CI 0.16 (0,13-0,19)) and WC (β 95% CI 0.22 (0.19-0.26)) persisted. After stratification, the association of sdLDL-c and WC was present only in those with insulin resistance or diabetes. BMI showed a smaller impact than WC on this association. WC and BMI were strongly associated with sdLDL-c subfractions. Further, this association was modified by diabetes and insulin resistance status.

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Journal
Diabetology & Metabolic Syndrome
Published
2025-03-06
DOI
https://doi.org/10.1186/s13098-025-01644-5
Citations
1
Primary Topic
Diabetes, Cardiovascular Risks, and Lipoproteins
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article
Field-Weighted Citation Impact
1.29
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article

Association of obesity and LDL subfractions evaluated by body mass index, waist circumference, and diabetes status: the ELSA-Brasil study

Márcio Sommer Bittencourt, Paulo A. Lotufo, Raul D. Santos, Itamar S Santos et al.
1 citations
Diabetology & Metabolic Syndrome
Diabetes, Cardiovascular Risks, and Lipoproteins
1.29
article

Association of obesity and LDL subfractions evaluated by body mass index, waist circumference, and diabetes status: the ELSA-Brasil study

Márcio Sommer Bittencourt, Paulo A. Lotufo, Raul D. Santos, Itamar S Santos, Alessandra C. Goulart, Peter P. Tóth, Steven R. Jones, Giuliano Generoso, Isabela M. Bensenor, Krishnaji Kulkarni, Eugenio Gomes Moraes, Michael J Blaha
article en
1 citations

Abstract

Low-density lipoproteins (LDL) comprise a pool of particles with different densities that may have variable impact on atherogenesis. Studies suggest that obese individuals with elevated body mass index (BMI) and waist circumference (WC) have increased small and dense LDL subfractions (sdLDL-c). It is unclear if diabetes (T2D) and insulin resistance (IR) may modify this association. We included 4,111 (50.4 ± 8.6 years of age, 45.5% men) individuals with neither prior cardiovascular disease nor use of lipid-lowering medications. Total LDL-c and its subfractions (LDL<sub>1</sub>-c, LDL<sub>2</sub>-c, LDL<sub>3</sub>-c, and LDL<sub>4</sub>-c) were measured by vertical zonal ultracentrifugation. We considered the subfractions LDL<sub>1</sub>-c and LDL<sub>2</sub>-c as large buoyant LDL (lbLDL-c) and the subfractions LDL<sub>3</sub>-c and LDL<sub>4</sub>-c as sdLDL-c. We analyzed the association between LDL-c subclasses, BMI and WC using linear regression analysis and stratified by the presence of T2D and IR. For sdLDL-c, a direct association with hypertension, T2D, fasting plasma glucose, total cholesterol, LDL-c, and triglycerides was observed. In multivariate analysis, after adjustment for age, sex, race and triglycerides, the strong association of sdLDL-c with BMI (β 95% CI 0.16 (0,13-0,19)) and WC (β 95% CI 0.22 (0.19-0.26)) persisted. After stratification, the association of sdLDL-c and WC was present only in those with insulin resistance or diabetes. BMI showed a smaller impact than WC on this association. WC and BMI were strongly associated with sdLDL-c subfractions. Further, this association was modified by diabetes and insulin resistance status.

Diabetology & Metabolic SyndromeVol. 17(1)
Johns Hopkins University (US), Universidade de São Paulo (BR), Johns Hopkins Medicine (US), CGH Medical Center (US), Hospital das Clínicas da Faculdade de Medicina da Universidade de São Paulo (BR)
Openalex Percentile: Top 22%
Diabetes, Cardiovascular Risks, and Lipoproteins
1.29
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