TyG and RC combined with CVD risk in CKM syndrome: A national cohort study

Although the triglyceride-glucose index (TyG, insulin resistance) and remnant cholesterol (RC, lipid metabolism) are cardiovascular disease (CVD) risk factors in cardiovascular-kidney-metabolic (CKM) syndrome, their joint predictive power warrants further investigation. We utilized data from the China Health and Retirement Longitudinal Study (2020). Using participants with low TyG (<8.3) and low RC (<13.9) as the reference, individuals with both high TyG and high RC showed significantly elevated CVD risk. Over a median follow-up of 9.0 years, 1744 participants (23.2%) in CKM Stages 0-3 developed CVD. Participants with both high TyG and high RC had the highest risk (HR = 1.35). The TyG-RC index was created by multiplying TyG and RC. Each 1-SD increase in TyG-RC was associated with higher CVD risk, exhibiting an inverse J-shaped relationship. Time-independent ROC analysis demonstrated TyG-RC has superior predictive value compared to TyG-BMI, TyG-WC, TyG-WHtR, eGDR and METSIR. For enhanced CVD risk assessment, the joint assessment TyG-RC index offers a more effective tool than using TyG or RC individually.

Authors

Institutions

Publication Details

Journal
iScience
Published
2026-02-17
DOI
https://doi.org/10.1016/j.isci.2026.115060
Primary Topic
Parathyroid Disorders and Treatments
Type
article
Field-Weighted Citation Impact
0.00

Funders

Controls
|||
ALL TIME
JAN
FEB
MAR
APR
MAY
JUN
JUL
AUG
SEP
OCT
article

TyG and RC combined with CVD risk in CKM syndrome: A national cohort study

Hongtao Lan, Ruolan Chen, Zheng Zhao, Xianming Chu et al.
iScience
Parathyroid Disorders and Treatments
article

TyG and RC combined with CVD risk in CKM syndrome: A national cohort study

Hongtao Lan, Ruolan Chen, Zheng Zhao, Xianming Chu, Xu Jia, Changan Qu, Banghui Wang
article en

Abstract

Although the triglyceride-glucose index (TyG, insulin resistance) and remnant cholesterol (RC, lipid metabolism) are cardiovascular disease (CVD) risk factors in cardiovascular-kidney-metabolic (CKM) syndrome, their joint predictive power warrants further investigation. We utilized data from the China Health and Retirement Longitudinal Study (2020). Using participants with low TyG (<8.3) and low RC (<13.9) as the reference, individuals with both high TyG and high RC showed significantly elevated CVD risk. Over a median follow-up of 9.0 years, 1744 participants (23.2%) in CKM Stages 0-3 developed CVD. Participants with both high TyG and high RC had the highest risk (HR = 1.35). The TyG-RC index was created by multiplying TyG and RC. Each 1-SD increase in TyG-RC was associated with higher CVD risk, exhibiting an inverse J-shaped relationship. Time-independent ROC analysis demonstrated TyG-RC has superior predictive value compared to TyG-BMI, TyG-WC, TyG-WHtR, eGDR and METSIR. For enhanced CVD risk assessment, the joint assessment TyG-RC index offers a more effective tool than using TyG or RC individually.

iScienceVol. 29(3)
Qingdao University (CN), Affiliated Hospital of Qingdao University (CN), Qilu Hospital of Shandong University (CN)
National Natural Science Foundation of China, Natural Science Foundation of Shandong Province
Openalex Percentile: Top 59%
Parathyroid Disorders and Treatments
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.

TyG and RC combined with CVD risk in CKM syndrome: A national cohort study — Hongtao Lan, Ruolan Chen, et al. · iScience (2026) | TGRS Research Map | TGRS