Association of the C-reactive protein-triglyceride-glucose index with metabolic dysfunction-associated steatotic liver disease and long-term all-cause and cardiovascular mortality: evidence from two nationwide prospective cohort studies.

IF 10.6 1区 医学 Q1 CARDIAC & CARDIOVASCULAR SYSTEMS
Xue-Feng Jin, Zhao-Jie Su, Jian-Fa Zhong, Jie Wang, Bao-Jie Shi, Zhen-Yu Liu, Ping-Sui Li, Xing Xiong, Shi-Quan Xu, Cheng Qiu, Yi Xiao, Si-Bo Li, Wen-Hui Tong, Jing-Ping Ge, Hang-Xu Li, Xiao-Yan Liu, Zi-Zhi Li, Xiang-Rui Kong, Jun-Lin Chen, Xue-Jiao Wen, Pan Sun, Peng-Peng Chen, Yang-Yang Li, Yang Chen, Lan-Tian Mao, Zhi-Hai Peng, Hao Li, Tong Zhang
{"title":"Association of the C-reactive protein-triglyceride-glucose index with metabolic dysfunction-associated steatotic liver disease and long-term all-cause and cardiovascular mortality: evidence from two nationwide prospective cohort studies.","authors":"Xue-Feng Jin, Zhao-Jie Su, Jian-Fa Zhong, Jie Wang, Bao-Jie Shi, Zhen-Yu Liu, Ping-Sui Li, Xing Xiong, Shi-Quan Xu, Cheng Qiu, Yi Xiao, Si-Bo Li, Wen-Hui Tong, Jing-Ping Ge, Hang-Xu Li, Xiao-Yan Liu, Zi-Zhi Li, Xiang-Rui Kong, Jun-Lin Chen, Xue-Jiao Wen, Pan Sun, Peng-Peng Chen, Yang-Yang Li, Yang Chen, Lan-Tian Mao, Zhi-Hai Peng, Hao Li, Tong Zhang","doi":"10.1186/s12933-026-03119-x","DOIUrl":null,"url":null,"abstract":"<p><strong>Background: </strong>Metabolic dysfunction-associated steatotic liver disease (MASLD) is closely linked to cardiometabolic disorders, and cardiovascular disease is the leading cause of death among affected individuals. Identifying simple biomarkers that capture metabolic-inflammatory burden and predict long-term mortality in MASLD remains a clinical priority. The C-reactive protein-triglyceride-glucose index (CTI) integrates inflammation, dyslipidaemia, and glycaemic status, but its relevance to MASLD and long-term mortality has not been fully elucidated.</p><p><strong>Methods: </strong>We conducted a multi-stage investigation using two nationally representative cohorts from the United States and China. Cross-sectional associations between CTI and MASLD were assessed in the National Health and Nutrition Examination Survey (NHANES) and the China Health and Retirement Longitudinal Study (CHARLS). Prospective associations of CTI with cardiovascular and all-cause mortality among participants with MASLD were examined utilising multivariable Cox proportional hazards models, restricted cubic splines, threshold analyses, and competing risk models. Causal mediation analyses were performed to measure the mediating functions of diabetes, hypertension, and body mass index. Extensive sensitivity analyses using alternative MASLD definitions and analytic strategies were conducted to assess robustness. Results from NHANES were externally validated in CHARLS.</p><p><strong>Results: </strong>Higher CTI levels were strongly and nonlinearly associated with the presence of MASLD in both cohorts. Among individuals with MASLD, elevated CTI was associated with significantly increased risks of all-cause and cardiovascular mortality. Each unit increase in CTI in NHANES was linked to a 57% increased risk of cardiovascular death (HR 1.57, 95% CI 1.24-1.99) and a 47% increased risk of all-cause death (hazard ratio [HR] 1.47, 95% confidence interval [CI] 1.28-1.69) in fully adjusted models. A pronounced threshold effect was observed, with mortality risk rising sharply once CTI exceeded approximately 5.6. Consistent associations with all-cause mortality were observed in CHARLS. Mediation analyses indicated that diabetes accounted for a substantial proportion of the association between CTI and mortality, whereas body mass index played a minimal mediating role.</p><p><strong>Conclusions: </strong>CTI is a robust metabolic-inflammatory marker associated with MASLD and long-term all-cause and cardiovascular mortality across diverse populations. The strong mediating role of diabetes underscores the central importance of glycaemic dysfunction in cardiometabolic risk. As a readily obtainable index, CTI may aid in cardiometabolic risk stratification among individuals with MASLD.</p>","PeriodicalId":9374,"journal":{"name":"Cardiovascular Diabetology","volume":" ","pages":""},"PeriodicalIF":10.6000,"publicationDate":"2026-03-02","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC12961832/pdf/","citationCount":"0","resultStr":null,"platform":"Semanticscholar","paperid":null,"PeriodicalName":"Cardiovascular Diabetology","FirstCategoryId":"3","ListUrlMain":"https://doi.org/10.1186/s12933-026-03119-x","RegionNum":1,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"Q1","JCRName":"CARDIAC & CARDIOVASCULAR SYSTEMS","Score":null,"Total":0}
引用次数: 0

Abstract

Background: Metabolic dysfunction-associated steatotic liver disease (MASLD) is closely linked to cardiometabolic disorders, and cardiovascular disease is the leading cause of death among affected individuals. Identifying simple biomarkers that capture metabolic-inflammatory burden and predict long-term mortality in MASLD remains a clinical priority. The C-reactive protein-triglyceride-glucose index (CTI) integrates inflammation, dyslipidaemia, and glycaemic status, but its relevance to MASLD and long-term mortality has not been fully elucidated.

Methods: We conducted a multi-stage investigation using two nationally representative cohorts from the United States and China. Cross-sectional associations between CTI and MASLD were assessed in the National Health and Nutrition Examination Survey (NHANES) and the China Health and Retirement Longitudinal Study (CHARLS). Prospective associations of CTI with cardiovascular and all-cause mortality among participants with MASLD were examined utilising multivariable Cox proportional hazards models, restricted cubic splines, threshold analyses, and competing risk models. Causal mediation analyses were performed to measure the mediating functions of diabetes, hypertension, and body mass index. Extensive sensitivity analyses using alternative MASLD definitions and analytic strategies were conducted to assess robustness. Results from NHANES were externally validated in CHARLS.

Results: Higher CTI levels were strongly and nonlinearly associated with the presence of MASLD in both cohorts. Among individuals with MASLD, elevated CTI was associated with significantly increased risks of all-cause and cardiovascular mortality. Each unit increase in CTI in NHANES was linked to a 57% increased risk of cardiovascular death (HR 1.57, 95% CI 1.24-1.99) and a 47% increased risk of all-cause death (hazard ratio [HR] 1.47, 95% confidence interval [CI] 1.28-1.69) in fully adjusted models. A pronounced threshold effect was observed, with mortality risk rising sharply once CTI exceeded approximately 5.6. Consistent associations with all-cause mortality were observed in CHARLS. Mediation analyses indicated that diabetes accounted for a substantial proportion of the association between CTI and mortality, whereas body mass index played a minimal mediating role.

Conclusions: CTI is a robust metabolic-inflammatory marker associated with MASLD and long-term all-cause and cardiovascular mortality across diverse populations. The strong mediating role of diabetes underscores the central importance of glycaemic dysfunction in cardiometabolic risk. As a readily obtainable index, CTI may aid in cardiometabolic risk stratification among individuals with MASLD.

c反应蛋白-甘油三酯-葡萄糖指数与代谢功能障碍相关的脂肪变性肝病和长期全因死亡率和心血管死亡率的关联:来自两项全国前瞻性队列研究的证据
背景:代谢功能障碍相关的脂肪变性肝病(MASLD)与心脏代谢紊乱密切相关,心血管疾病是患者死亡的主要原因。确定简单的生物标志物,捕捉代谢炎症负担和预测MASLD的长期死亡率仍然是临床优先考虑的问题。c反应蛋白-甘油三酯-葡萄糖指数(CTI)综合了炎症、血脂异常和血糖状态,但其与MASLD和长期死亡率的相关性尚未完全阐明。方法:我们使用来自美国和中国的两个具有全国代表性的队列进行了多阶段调查。在全国健康与营养调查(NHANES)和中国健康与退休纵向研究(CHARLS)中评估了CTI和MASLD之间的横断面关联。利用多变量Cox比例风险模型、受限三次样条、阈值分析和竞争风险模型,研究了CTI与MASLD患者心血管和全因死亡率的前瞻性关联。对糖尿病、高血压和体重指数的中介作用进行因果分析。采用不同的MASLD定义和分析策略进行了广泛的敏感性分析,以评估稳健性。NHANES的结果在CHARLS中进行外部验证。结果:在两个队列中,较高的CTI水平与MASLD存在强烈的非线性相关。在MASLD患者中,CTI升高与全因死亡率和心血管死亡率显著增加相关。在NHANES中,CTI每增加一个单位,心血管死亡风险增加57% (HR 1.57, 95% CI 1.24-1.99),全因死亡风险增加47%(风险比[HR] 1.47, 95%置信区间[CI] 1.28-1.69)。观察到明显的阈值效应,一旦CTI超过约5.6,死亡风险急剧上升。在CHARLS中观察到与全因死亡率的一致关联。中介分析表明,糖尿病在CTI和死亡率之间的关联中占很大比例,而体重指数起的中介作用很小。结论:CTI是一个强大的代谢炎症标志物,与不同人群的MASLD和长期全因死亡率和心血管死亡率相关。糖尿病的强大中介作用强调了血糖功能障碍在心脏代谢风险中的核心重要性。作为一个容易获得的指标,CTI可能有助于MASLD患者的心脏代谢风险分层。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
求助全文
约1分钟内获得全文 求助全文
来源期刊
Cardiovascular Diabetology
Cardiovascular Diabetology 医学-内分泌学与代谢
CiteScore
12.30
自引率
15.10%
发文量
240
审稿时长
1 months
期刊介绍: Cardiovascular Diabetology is a journal that welcomes manuscripts exploring various aspects of the relationship between diabetes, cardiovascular health, and the metabolic syndrome. We invite submissions related to clinical studies, genetic investigations, experimental research, pharmacological studies, epidemiological analyses, and molecular biology research in this field.
×
引用
GB/T 7714-2015
复制
MLA
复制
APA
复制
导出至
BibTeX EndNote RefMan NoteFirst NoteExpress
×
提示
您的信息不完整,为了账户安全,请先补充。
现在去补充
×
提示
您因"违规操作"
具体请查看互助需知
我知道了
×
提示
确定
请完成安全验证×
copy
已复制链接
快去分享给好友吧!
我知道了
右上角分享
点击右上角分享
0
联系我们:info@booksci.cn Book学术提供免费学术资源搜索服务,方便国内外学者检索中英文文献。致力于提供最便捷和优质的服务体验。 Copyright © 2023 布克学术 All rights reserved.
京ICP备2023020795号-1
ghs 京公网安备 11010802042870号
Book学术文献互助
Book学术文献互助群
群 号:604180095
Book学术官方微信
小红书