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 population remains unclear. This study aimed to investigate the association between NHHR and the risks of all-cause and cardiovascular mortality, as well as its correlations with metabolic, renal, and inflammatory markers in patients with CHD and T2DM. A total of 1058 patients with CHD and T2DM were identified from the National Health and Nutrition Examination Survey 2005 to 2018 database. NHHR was calculated and categorized into quartiles. The primary outcomes were all-cause and cardiovascular mortality, determined via linkage to the National Death Index. Cox proportional hazards models, adjusted for multiple confounders, were used to assess associations. Restricted cubic spline analyses were performed to investigate nonlinear relationships, and subgroup analyses evaluated effect modifications. Pearson correlation analyses assessed associations between NHHR and baseline clinical parameters. During a median follow-up of 59 months, 414 deaths occurred, including 177 cardiovascular deaths. Each unit increase in NHHR was independently associated with a 13% higher risk of all-cause mortality (hazard ratio: 1.13; 95% confidence interval: 1.09-1.17) and a 16% higher risk of cardiovascular mortality (hazard ratio: 1.16; 95% confidence interval: 1.12-1.19). Compared with the lowest quartile, participants in the highest NHHR quartile had markedly elevated mortality risks. Restricted cubic spline analyses revealed significant nonlinear associations between NHHR and both outcomes (P-nonlinearity < .001 for all-cause mortality; P = .002 for cardiovascular mortality), with a threshold effect observed around NHHR = 2.69. Subgroup analyses showed stronger associations among individuals with normal renal function and higher inflammatory markers. NHHR correlated positively with triglycerides, total cholesterol, body mass index, glycated hemoglobin, and inflammatory indices, and negatively with high-density lipoprotein cholesterol. Elevated NHHR is independently associated with increased risks of all-cause and cardiovascular mortality in patients with CHD and T2DM, with a clear nonlinear threshold effect. NHHR also reflects metabolic, renal, and inflammatory status, highlighting its potential as a simple, cost-effective biomarker for risk stratification and personalized management in this high-risk population.

Authors

Institutions

Publication Details

Journal
Medicine
Published
2026-08-14
DOI
https://doi.org/10.1097/md.0000000000050306
Primary Topic
Diabetes, Cardiovascular Risks, and Lipoproteins
Type
article
Field-Weighted Citation Impact
0.00
Controls
|||
ALL TIME
JAN
FEB
MAR
APR
MAY
JUN
JUL
AUG
SEP
OCT
article

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

Shizhong Cheng, Niuniu Wang, Qingdui Zhang, Yanan Hu et al.
Medicine
Diabetes, Cardiovascular Risks, and Lipoproteins
article

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

Shizhong Cheng, Niuniu Wang, Qingdui Zhang, Yanan Hu, Chunmei Qi, Ji Hao, Qiang Zhou, Haoran Li, Xuejin Chen, Lele Wang
article en

Abstract

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 population remains unclear. This study aimed to investigate the association between NHHR and the risks of all-cause and cardiovascular mortality, as well as its correlations with metabolic, renal, and inflammatory markers in patients with CHD and T2DM. A total of 1058 patients with CHD and T2DM were identified from the National Health and Nutrition Examination Survey 2005 to 2018 database. NHHR was calculated and categorized into quartiles. The primary outcomes were all-cause and cardiovascular mortality, determined via linkage to the National Death Index. Cox proportional hazards models, adjusted for multiple confounders, were used to assess associations. Restricted cubic spline analyses were performed to investigate nonlinear relationships, and subgroup analyses evaluated effect modifications. Pearson correlation analyses assessed associations between NHHR and baseline clinical parameters. During a median follow-up of 59 months, 414 deaths occurred, including 177 cardiovascular deaths. Each unit increase in NHHR was independently associated with a 13% higher risk of all-cause mortality (hazard ratio: 1.13; 95% confidence interval: 1.09-1.17) and a 16% higher risk of cardiovascular mortality (hazard ratio: 1.16; 95% confidence interval: 1.12-1.19). Compared with the lowest quartile, participants in the highest NHHR quartile had markedly elevated mortality risks. Restricted cubic spline analyses revealed significant nonlinear associations between NHHR and both outcomes (P-nonlinearity < .001 for all-cause mortality; P = .002 for cardiovascular mortality), with a threshold effect observed around NHHR = 2.69. Subgroup analyses showed stronger associations among individuals with normal renal function and higher inflammatory markers. NHHR correlated positively with triglycerides, total cholesterol, body mass index, glycated hemoglobin, and inflammatory indices, and negatively with high-density lipoprotein cholesterol. Elevated NHHR is independently associated with increased risks of all-cause and cardiovascular mortality in patients with CHD and T2DM, with a clear nonlinear threshold effect. NHHR also reflects metabolic, renal, and inflammatory status, highlighting its potential as a simple, cost-effective biomarker for risk stratification and personalized management in this high-risk population.

MedicineVol. 105(33)
Xuzhou Medical College (CN)
Good health and well-being
Openalex Percentile: Top 10%
Diabetes, Cardiovascular Risks, and Lipoproteins
AI Navigator

Ask Laika to Summarize, Analyze, and Connect papers live on the map.

Summarize Papers & Methodologies

Extract key findings, datasets, and comparative methods across publications.

Benchmark Rankings & Visual Analytics

Rank top research institutions, authors, funders, topics, and journals by Field-Weighted Citation Impact (FWCI) and paper volume with instant charts.

Connect Distant Disciplines

Bridge topological clusters on the map to find hidden collaborative intersections.