ArticleCardiovascular diabetology2022
High-density lipoprotein subclasses and cardiovascular disease and mortality in type 2 diabetes: analysis from the Hong Kong Diabetes Biobank.
Article in Cardiovascular diabetology, 2022. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 14 papers.
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Who cites it
14 citing papers in PubMed, 23 citations in OpenAlex.
- Trajectories of lipid profile with cognitive function: 12-year follow-up of Guangzhou Biobank cohort study.European archives of psychiatry and clinical neuroscience · 2026Article
- Association of HDL subclass components with all-cause and cardiovascular mortality: a prospective cohort study based on the ChinaHEART project.Lipids in health and disease · 2026Observational
- HDL-C and systemic inflammatory response index mediate the association between visceral adipose tissue and risk of cardiovascular disease among young and middle-aged adults with prediabetes or diabetes: a national cohort study.Journal of translational medicine · 2025Article
- Associations of lipoprotein subclasses with all-cause and cardiovascular mortality: results of two independent cohorts with a 20 year follow-up.Lipids in health and disease · 2025Article
- Obesity alters VLDL profile and remnant cholesterol differently in metabolically healthy men and women: a ¹H-NMR study.Lipids in health and disease · 2025Article
- NT-proBNP improves prediction of cardiorenal complications in type 2 diabetes: the Hong Kong Diabetes Biobank.Diabetologia · 2025Article
- Investigation of the interplay of PCSK9, cardiac dynamics, oxidative stress in coronary artery disease: case-control study.Frontiers in endocrinology · 2025Article
- Prognostic models for cardiovascular and kidney outcomes in people with type 2 diabetes: living systematic review and meta-analysis of observational studies.BMJ medicine · 2025Article
- Gut microbial features and circulating metabolomic signatures of frailty in older adults.Nature aging · 2024Article
- Circulating metabolomic markers linking diabetic kidney disease and incident cardiovascular disease in type 2 diabetes: analyses from the Hong Kong Diabetes Biobank.Diabetologia · 2024Article
- Lessons and Applications of Omics Research in Diabetes Epidemiology.Current diabetes reports · 2024Review
- NMR-Based Analysis of Plasma Lipoprotein Subclass and Lipid Composition Demonstrate the Different Dietary Effects in ApoE-Deficient Mice.Molecules (Basel, Switzerland) · 2024Article
- Association Between HDL2-C and HDL3-C with Cardiovascular Disease: A Nested Case-Control Study in an Iranian Population.International journal of endocrinology and metabolism · 2024Article
- Harnessing Code Interpreters for Enhanced Predictive Modeling: A Case Study on High-Density Lipoprotein Level Estimation in Romanian Diabetic Patients.Journal of personalized medicine · 2023Article
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Authors and funding
40 authors at 15 institutions in 3 countries.
Funding
No grant is acknowledged in the PubMed record.
Abstract
objectiveHigh-density lipoproteins (HDL) comprise particles of different size, density and composition and their vasoprotective functions may differ. Diabetes modifies the composition and function of HDL. We assessed associations of HDL size-based subclasses with incident cardiovascular disease (CVD) and mortality and their prognostic utility. RESEARCH DESIGN AND
methodsHDL subclasses by nuclear magnetic resonance spectroscopy were determined in sera from 1991 fasted adults with type 2 diabetes (T2D) consecutively recruited from March 2014 to February 2015 in Hong Kong. HDL was divided into small, medium, large and very large subclasses. Associations (per SD increment) with outcomes were evaluated using multivariate Cox proportional hazards models. C-statistic, integrated discrimination index (IDI), and categorial and continuous net reclassification improvement (NRI) were used to assess predictive value.
resultsOver median (IQR) 5.2 (5.0-5.4) years, 125 participants developed incident CVD and 90 participants died. Small HDL particles (HDL-P) were inversely associated with incident CVD [hazard ratio (HR) 0.65 (95% CI 0.52, 0.81)] and all-cause mortality [0.47 (0.38, 0.59)] (false discovery rate < 0.05). Very large HDL-P were positively associated with all-cause mortality [1.75 (1.19, 2.58)]. Small HDL-P improved prediction of mortality [C-statistic 0.034 (0.013, 0.055), IDI 0.052 (0.014, 0.103), categorical NRI 0.156 (0.006, 0.252), and continuous NRI 0.571 (0.246, 0.851)] and CVD [IDI 0.017 (0.003, 0.038) and continuous NRI 0.282 (0.088, 0.486)] over the RECODe model.
conclusionSmall HDL-P were inversely associated with incident CVD and all-cause mortality and improved risk stratification for adverse outcomes in people with T2D. HDL-P may be used as markers for residual risk in people with T2D.
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