Association of C-reactive protein-triglycerides-glucose index-waist-to-height ratio with mortality in metabolic dysfunction-associated steatotic liver disease (MASLD): evidence from two cohort studies

Abstract Background MASLD significantly increases the risk of cardiovascular events and all-cause mortality (ACM). The impact of the C-reactive protein-triglyceride-glucose index (CTI) and its derivatives on mortality in the MASLD population remains unclear. This study aimed to investigate their associations with mortality in the MASLD population and to compare their predictive value. Methods This cohort study was conducted in adult population with MASLD from the NHANES. Multivariable Cox regression was employed to assess the associations of CTI and its derived indices with the risks of ACM and cardiovascular mortality (CVM). Further analyses included Kaplan-Meier curves, smooth curve fitting, receiver operating characteristic (ROC) analysis, and exploratory statistical decomposition of the observed association (neutrophil-to-lymphocyte ratio, NLR, and systemic inflammation response index, SIRI). Subgroup and sensitivity analyses were performed to verify the robustness of the findings. Results A total of 5296 participants with MASLD were included in the study, with a median follow-up duration of 154 months. During this period, 1286 ACM and 410 CVM were recorded. The derivative index of CTI (CTI-waist-to-height ratio, CTI-WHtR) exhibited the strongest association with mortality risk compared to CTI alone. After adjusting for multiple confounding factors, elevated CTI-WHtR was significantly associated with an increased risk of ACM (HR = 1.79 per 1-unit increase, 95% CI 1.57–2.04, P < 0.0001; HR = 1.43 per 1-SD increase, 95% CI 1.32–1.55, P < 0.0001) and CVM (HR = 1.90 per 1-unit increase, 95% CI 1.50–2.40, P < 0.0001; HR = 1.48 per 1-SD increase, 95% CI 1.28–1.71, P < 0.0001). Kaplan-Meier curves indicated that higher CTI-WHtR levels were associated with reduced survival rates ( P < 0.0001). Smooth curve fitting revealed a nonlinear relationship between the CTI-WHtR index and mortality risk in the MASLD population. Exploratory statistical decomposition of the observed association showed that NLR and SIRI statistically accounted for 15.08% and 16.59% of the observed association between CTI-WHtR and ACM, and 15.98% and 16.60% of the association with CVM, respectively (all P < 0.0001). The cross-cohort analyses were replicated using representative data from the CHARLS. Conclusions The positive association between CTI-WHtR and mortality risk in the MASLD population was robust in both cohorts, but its independent discriminatory performance was generally weak, and its relative discriminatory performance varied across populations, lacking a stable cross-population advantage.

Authors

Institutions

Publication Details

Journal
BMC Cardiovascular Disorders
Published
2026-09-21
DOI
https://doi.org/10.1186/s12872-026-06676-x
Primary Topic
Liver Disease Diagnosis and Treatment
Type
article
Field-Weighted Citation Impact
0.00
Controls
|||
ALL TIME
JAN
FEB
MAR
APR
MAY
JUN
JUL
AUG
SEP
article

Association of C-reactive protein-triglycerides-glucose index-waist-to-height ratio with mortality in metabolic dysfunction-associated steatotic liver disease (MASLD): evidence from two cohort studies

Yongfei He, Jicai Wang, Guangjie Tu, Hang Zhai et al.
BMC Cardiovascular Disorders
Liver Disease Diagnosis and Treatment
article

Association of C-reactive protein-triglycerides-glucose index-waist-to-height ratio with mortality in metabolic dysfunction-associated steatotic liver disease (MASLD): evidence from two cohort studies

Yongfei He, Jicai Wang, Guangjie Tu, Hang Zhai, Shengjie Hong, Yun Lin, Qiang Tao, Junming Xu
article en

Abstract

Abstract Background MASLD significantly increases the risk of cardiovascular events and all-cause mortality (ACM). The impact of the C-reactive protein-triglyceride-glucose index (CTI) and its derivatives on mortality in the MASLD population remains unclear. This study aimed to investigate their associations with mortality in the MASLD population and to compare their predictive value. Methods This cohort study was conducted in adult population with MASLD from the NHANES. Multivariable Cox regression was employed to assess the associations of CTI and its derived indices with the risks of ACM and cardiovascular mortality (CVM). Further analyses included Kaplan-Meier curves, smooth curve fitting, receiver operating characteristic (ROC) analysis, and exploratory statistical decomposition of the observed association (neutrophil-to-lymphocyte ratio, NLR, and systemic inflammation response index, SIRI). Subgroup and sensitivity analyses were performed to verify the robustness of the findings. Results A total of 5296 participants with MASLD were included in the study, with a median follow-up duration of 154 months. During this period, 1286 ACM and 410 CVM were recorded. The derivative index of CTI (CTI-waist-to-height ratio, CTI-WHtR) exhibited the strongest association with mortality risk compared to CTI alone. After adjusting for multiple confounding factors, elevated CTI-WHtR was significantly associated with an increased risk of ACM (HR = 1.79 per 1-unit increase, 95% CI 1.57–2.04, P < 0.0001; HR = 1.43 per 1-SD increase, 95% CI 1.32–1.55, P < 0.0001) and CVM (HR = 1.90 per 1-unit increase, 95% CI 1.50–2.40, P < 0.0001; HR = 1.48 per 1-SD increase, 95% CI 1.28–1.71, P < 0.0001). Kaplan-Meier curves indicated that higher CTI-WHtR levels were associated with reduced survival rates ( P < 0.0001). Smooth curve fitting revealed a nonlinear relationship between the CTI-WHtR index and mortality risk in the MASLD population. Exploratory statistical decomposition of the observed association showed that NLR and SIRI statistically accounted for 15.08% and 16.59% of the observed association between CTI-WHtR and ACM, and 15.98% and 16.60% of the association with CVM, respectively (all P < 0.0001). The cross-cohort analyses were replicated using representative data from the CHARLS. Conclusions The positive association between CTI-WHtR and mortality risk in the MASLD population was robust in both cohorts, but its independent discriminatory performance was generally weak, and its relative discriminatory performance varied across populations, lacking a stable cross-population advantage.

BMC Cardiovascular Disorders
Union Hospital (HK), Sun Yat-sen University (CN), Guangxi Medical University (CN), Hubei Provincial Hospital of Traditional Chinese Medicine (CN), First Affiliated Hospital of GuangXi Medical University (CN), Third Affiliated Hospital of Sun Yat-sen University (CN), Yichang Central People's Hospital (CN), Eighth Affiliated Hospital of Sun Yat-sen University, Huazhong University of Science and Technology (CN)
Good health and well-being
Openalex Percentile: Top 11%
Liver Disease Diagnosis and Treatment
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.