Association Between C‐Reactive Protein–Triglyceride Glucose Index and All‐Cause and Cardiovascular Mortality Across Cardiovascular–Kidney–Metabolic Syndrome Stages 0–4
Jan 2026· International Journal of Endocrinology· Vol 2026· 0 citations· 48 references
Medicine
TL;DR
Higher CTI levels were accompanied by a greater prevalence of advanced CKM stages and were associated with increased risks of all‐cause and cardiovascular mortality across CKM stages, which may provide complementary information for mortality‐risk assessment.
Abstract
Objective Advanced cardiovascular–kidney–metabolic (CKM) syndrome corresponds to an elevated risk of mortality. The C‐reactive protein–triglyceride glucose index (CTI) reflects both insulin resistance and inflammation, processes that are crucial to CKM progression. However, it remains uncertain whether CTI is linked to mortality risk and how this relationship may vary across different CKM progression stages. Methods A total of 8314 participants were drawn from American adults. Participants were then grouped by advanced CKM stages. CTI was calculated as 0.412 × Ln (CRP [mg/L]) + Ln (TG [mg/dl] × FBG [mg/dl])/2. The endpoints focused on all‐cause and cardiovascular mortality. Associations of CTI with advanced CKM stages and mortality were examined using logistic and Cox regression models, respectively. Results The highest CTI quartile (Q4) exhibited a markedly greater prevalence of advanced CKM stages relative to Q1 (p < 0.001). During a median follow‐up of 152 months, 1606 participants died, including 475 cardiovascular deaths. Each SD increase in CTI was associated with a 35% higher risk of all‐cause mortality (95% CI: 1.24–1.48) and a 40% higher risk of cardiovascular mortality (95% CI: 1.20–1.62). Similarly, compared with Q1, participants in Q4 of CTI had higher risks of all‐cause mortality (HR = 1.82, 95% CI: 1.46–2.27) and cardiovascular mortality (HR = 2.29, 95% CI: 1.56–3.34), with homogeneous associations across different CKM stages (interaction p > 0.05). Conclusion Higher CTI levels were accompanied by a greater prevalence of advanced CKM stages and were associated with increased risks of all‐cause and cardiovascular mortality across CKM stages. CTI may provide complementary information for mortality‐risk assessment although further validation is needed.
The observational findings suggest that CTI is associated with long-term all-cause and cardiovascular mortality in MASLD and advanced fibrosis and may help refine early risk stratification in high-risk MASLD populations.
Hao Wang, Yi-Feng Zhou, Xiaoyu Cui et al.· Medicine· 0 citations
CTI emerged as the most robust inflammatory biomarker for assessing disease severity and predicting CKM progression among multiple candidates, and its reproducible associations across national cohorts support its utility for early detection and risk stratification.
Yu-Peng Zeng, Huhao Feng, Haiying Cheng et al.· Mediators of Inflammation· 0 citations
In patients with stage 4 CKM syndrome hospitalized for ADHF, elevated CTI was associated with higher risks of all-cause mortality and MACCEs, with the greatest risk in patients with both diabetes and high CTI.
Wei Wang, Jia-Ming Zhang, Miao-Xin Chen et al.· Frontiers in Nutrition· 0 citations
Monitoring these composite indices and maintaining them within observed metabolic ranges may aid in early renal risk stratification and monitoring, though the exploratory statistical inflection points identified require validation in independent cohorts before clinical application.
Shixin Yan, Hai-Yang Liu· Journal of Clinical Medicine· 0 citations
TyG-derived indices, particularly TyG-WC, TyG-WHtR, and CTI, show stronger risk associations than the TyG index for cardiovascular risk assessment in CKM populations, whereas the clinical utility of TyG-BMI is relatively limited.
J. An, Xue He, Qian-Ying Hao et al.· Frontiers in Endocrinology· 0 citations
Background The C‐reactive protein–albumin–lymphocyte (CALLY) index, a novel composite marker derived from lymphocyte count, serum albumin, and C‐reactive protein (CRP) levels, is commonly used to assess nutritional and inflammatory status. However, existing studies have not clarified the association between the CALLY i...
Yu-Ting Fan, Zhao Chen, Ming-Shan Xue et al.· Mediators of Inflammation· 0 citations
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