Skip to content
Open access

Layered Effects of LDL-C Burden and Variability on Cardiovascular Events and Mortality in Type 2 Diabetes: A Nationwide Cohort Study.

Sep 2026 · Diabetes, obesity and metabolism · 0 citations · 12 references
Medicine

TL;DR

In T2DM, LDL-C burden and variability jointly identified patients at greater risk, especially for MI and cardiovascular mortality, especially in younger adults or longer-duration diabetes subgroups.

Abstract

Aims

To assess whether threshold-based low-density lipoprotein cholesterol (LDL-C) burden and visit-to-visit variability jointly stratify cardiovascular and mortality risk in adults with Type 2 diabetes (T2DM).

Materials And Methods

We studied 258 183 Korean adults with T2DM who underwent National Health Insurance Service health screening in 2015-2016. LDL-C burden was defined as the number of measurements ≥ 130 mg/dL across four examinations (0-4), and variability was assessed using average successive variability (Q4 vs. Q1-Q3). Outcomes through 2022 were incident cardiovascular disease (CVD), myocardial infarction (MI), ischemic stroke, cardiovascular mortality, and all-cause mortality. Adjusted hazard ratios (HRs) were estimated using Cox models.

Results

During a median 7.14 years, composite CVD occurred in 10 886 participants. Incidence was 6.22 versus 6.62 per 1000 person-years in participants with 0 versus 4 LDL-C elevation episodes; adjusted HRs increased from 1.10 (95% CI 1.04-1.15) to 1.49 (1.39-1.60). The association was stronger for MI (HR 1.66, 1.52-1.82) than for stroke (HR 1.32, 1.20-1.46). High variability modestly increased CVD risk overall (HR 1.09, 1.05-1.14), but in the four-episode group, Q4 had a higher event rate than Q1-Q3 (7.49 vs. 6.47 per 1000 person-years). Cardiovascular mortality risk was elevated only at the highest burden (HR 1.48, 95% CI 1.21-1.81) and increased further with concurrent Q4 variability (HR 2.48, 95% CI 1.53-4.00). All-cause mortality was inversely associated overall, but this pattern was modified by high variability, particularly in younger adults or longer-duration diabetes subgroups.

Conclusions

In T2DM, LDL-C burden and variability jointly identified patients at greater risk, especially for MI and cardiovascular mortality.

Read PDF

Similar papers

Aug 2026

Impact of Low-density Lipoprotein Cholesterol Levels on Cardiovascular Risk in Chronic Kidney Disease: A Stage-specific Analysis.

BACKGROUND Lipid management differs between patients with chronic kidney disease and other high-risk populations due to less established association between low-density lipoprotein cholesterol (LDL-C) and cardiovascular events and unclear benefits of statin in chronic kidney disease. We aimed to investigate the associa...

N. Heo, Kyungdo Han, Kyu-Na Lee et al. · 0 citations
Review Open access Aug 2026

Non-HDL-C to HDL-C ratio and risks of all-cause and cardiovascular mortality in patients with coronary heart disease and type 2 diabetes mellitus

Dyslipidemia is a major contributor to adverse outcomes in patients with coronary heart disease (CHD) and type 2 diabetes mellitus (T2DM). The non-high-density lipoprotein cholesterol to high-density lipoprotein cholesterol ratio (NHHR) is a comprehensive lipid marker, but its prognostic value in this high-risk populat...

Niuniu Wang, Xue-Jin Chen, Hao-Ran Li et al. · 0 citations
Open access Sep 2026

Associations of NHHR change patterns and cumulative NHHR with incident cardiovascular disease among individuals with CKM stages 0-3.

BACKGROUND Individuals with cardiovascular-kidney-metabolic (CKM) syndrome stages 0-3 are free of clinical cardiovascular disease (CVD) but may already have metabolic and renal abnormalities that increase CVD susceptibility. This makes them a distinct target population for early risk stratification. Although non-high-d...

Yi-Ran Gao, Peng Wang, Jia-Lin Lu et al. · 0 citations
Aug 2026

Association of Lipid Ratios With Cardiovascular Outcomes in Type 2 Diabetes: A Population Cohort Study.

AIMS To identify low- and high-risk intervals for major adverse cardiovascular events (MACE) and all-cause mortality according to lipid ratios in adults with Type 2 diabetes mellitus (T2DM), stratified by sex. MATERIALS AND METHODS We used primary care electronic health records from the Spanish National Health Servic...

E. Carretero-Anibarro, J. Quesada, Manuel A. Ruiz-Quintero et al. · 0 citations
Sep 2026

Low-grade inflammation predicts major cardiovascular events and mortality in recently diagnosed type 2 diabetes: A Danish nationwide cohort study.

AIMS This study aimed to investigate the prospective associations of interleukin-6 (IL-6), tumour necrosis factor-α (TNF-α), and high-sensitivity C-reactive protein (hsCRP) levels with major adverse cardiac event (MACE) and mortality in individuals recently diagnosed with type 2 diabetes and without prevalent CVD. ME...

S. L. Domazet, A. Sharfo, T. Olesen et al. · 0 citations
Open access Sep 2026

HbA1c-to-HDL-C ratio and risk of incident cardiovascular disease among older adults: evidence from a 7-year prospective cohort study in southwestern China

Cardiovascular disease (CVD) remains the leading cause of death worldwide, particularly among older adults. The glycated hemoglobin A1c-to-high-density lipoprotein cholesterol (HbA1c/HDL-C) ratio is an emerging biomarker reflecting glucolipid metabolic derangement. However, prospective evidence regarding its associ...

Jin Peng, Liu-Rong Yang, Qian Zhang et al. · 0 citations

We use cookies to run the site and, with your consent, for analytics and to show ads. See our Cookie Policy.