Min-Kyung Lee, Jung Heo, Jae-Hyuk Lee, Bongsung Kim, Kyungdo Han
{"title":"Frequency of Low HDL Cholesterol and the Dose-Dependent Risk of Type 2 Diabetes: A Longitudinal Cohort Study.","authors":"Min-Kyung Lee, Jung Heo, Jae-Hyuk Lee, Bongsung Kim, Kyungdo Han","doi":"10.12997/jla.2026.15.3.509","DOIUrl":null,"url":null,"abstract":"<p><strong>Objective: </strong>Although low high-density lipoprotein cholesterol (HDL-C) is an established risk factor for type 2 diabetes (T2D), most studies have relied on single-point measurements. We investigated whether persistent low HDL-C levels were associated with an increased risk of incident T2D in young adults.</p><p><strong>Methods: </strong>We included 1,840,251 individuals from the Korean National Health Insurance Service database (2009-2012) who underwent 4 consecutive annual health examinations. Participants were categorized into 5 groups according to the frequency of low HDL-C exposure (0-4 times; <40 mg/dL in men and <50 mg/dL in women). The risk of incident T2D was assessed using multivariable Cox proportional hazards models over a mean follow-up of 6.5 years.</p><p><strong>Results: </strong>The risk of T2D increased significantly with increasing frequency of low HDL-C exposure (<i>p</i><0.0001). The hazard ratios (95% confidence intervals [CIs]) for incident T2D were 1.472 (95% CI, 1.433-1.512), 1.786 (95% CI, 1.730-1.844), 1.990 (95% CI, 1.919-2.063), and 2.021 (95% CI, 1.941-2.105) for the groups with low HDL-C exposure 1, 2, 3, and 4 times, respectively, compared with the 0-time group (<i>p</i> for trend <0.0001). Subgroup analyses revealed consistent associations across all strata, with stronger associations among participants aged <30 years, women, and those with body mass index <25 kg/m<sup>2</sup>.</p><p><strong>Conclusion: </strong>A clear dose-response relationship was observed, indicating that cumulative exposure to low HDL-C levels was strongly associated with an increased risk of T2D. This association remained robust regardless of metabolic status, although it was more pronounced in younger adults, women, and non-obese individuals.</p>","PeriodicalId":16284,"journal":{"name":"Journal of Lipid and Atherosclerosis","volume":"15 3","pages":"509-518"},"PeriodicalIF":0.0000,"publicationDate":"2026-09-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC13620178/pdf/","citationCount":"0","resultStr":null,"platform":"Semanticscholar","paperid":null,"PeriodicalName":"Journal of Lipid and Atherosclerosis","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.12997/jla.2026.15.3.509","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"2026/5/13 0:00:00","PubModel":"Epub","JCR":"Q2","JCRName":"Medicine","Score":null,"Total":0}
引用次数: 0
Abstract
Objective: Although low high-density lipoprotein cholesterol (HDL-C) is an established risk factor for type 2 diabetes (T2D), most studies have relied on single-point measurements. We investigated whether persistent low HDL-C levels were associated with an increased risk of incident T2D in young adults.
Methods: We included 1,840,251 individuals from the Korean National Health Insurance Service database (2009-2012) who underwent 4 consecutive annual health examinations. Participants were categorized into 5 groups according to the frequency of low HDL-C exposure (0-4 times; <40 mg/dL in men and <50 mg/dL in women). The risk of incident T2D was assessed using multivariable Cox proportional hazards models over a mean follow-up of 6.5 years.
Results: The risk of T2D increased significantly with increasing frequency of low HDL-C exposure (p<0.0001). The hazard ratios (95% confidence intervals [CIs]) for incident T2D were 1.472 (95% CI, 1.433-1.512), 1.786 (95% CI, 1.730-1.844), 1.990 (95% CI, 1.919-2.063), and 2.021 (95% CI, 1.941-2.105) for the groups with low HDL-C exposure 1, 2, 3, and 4 times, respectively, compared with the 0-time group (p for trend <0.0001). Subgroup analyses revealed consistent associations across all strata, with stronger associations among participants aged <30 years, women, and those with body mass index <25 kg/m2.
Conclusion: A clear dose-response relationship was observed, indicating that cumulative exposure to low HDL-C levels was strongly associated with an increased risk of T2D. This association remained robust regardless of metabolic status, although it was more pronounced in younger adults, women, and non-obese individuals.