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The C-reactive Protein-Triglyceride-Glucose Index in Relation to Liver Disease
1Wuhan Fourth Hospital, China.
Insights
The C-reactive protein-triglyceride-glucose (CTI) index predicts liver disease in older adults. Higher CTI scores indicate a significantly increased risk of developing liver disease events.
Area of Science:
- Metabolic and inflammatory markers
- Epidemiology of chronic diseases
- Liver disease prediction
Background:
- Liver disease poses a significant health burden, particularly in aging populations.
- Early identification of individuals at risk is crucial for timely intervention.
- Existing predictive markers may not fully capture the complex interplay of metabolic and inflammatory factors in liver disease development.
Purpose of the Study:
- To evaluate the C-reactive protein-triglyceride-glucose index (CTI) as a predictor of incident liver disease events.
- To assess the CTI's predictive value in a community-based cohort of middle-aged and older adults.
- To compare the CTI's performance against single-marker models (TyG index, CRP).
Main Methods:
- Utilized data from the China Health and Retirement Longitudinal Study (CHARLS) waves 2011 and 2015.
- Employed a time-dependent Cox regression model to analyze CTI and liver disease risk.
- Conducted rigorous model testing, including sensitivity and subgroup analyses.
Main Results:
- A 1-unit increase in CTI was associated with a 21.0% increased risk of liver disease (HR=1.210).
- Each quartile increase in baseline CTI correlated with a 12.2% elevated risk of incident liver disease.
- The CTI demonstrated superior model fit and discriminatory ability compared to TyG index and CRP alone.
Conclusions:
- The CTI is an independent and robust predictor of incident liver disease in middle-aged and older adults.
- The CTI serves as a novel epidemiological tool for early liver disease risk identification.
- The CTI's composite nature offers advantages in predicting liver disease events in community-based populations.
Abstract:
To investigate the predictive value of the C-reactive protein-triglyceride-glucose index (CTI) for liver disease events in a community-based middle-aged and older population. Based on data from 5 waves of the China Health and Retirement Longitudinal Study (CHARLS) database, this study utilized data from the 2011 and 2015 waves, which included blood samples. A time-dependent Cox regression model was employed to analyze the association between CTI and the risk of liver disease events. Rigorous model testing, along with robustness and heterogeneity analyses, were conducted. A total of 733 incident liver disease events were documented during the follow-up period. After full adjustment for confounding factors, each 1-unit increment in CTI was significantly associated with a 21.0% increased risk of liver disease (Hazard Ratio [HR] = 1.210, 95% Confidence Interval [CI]: 1.109-1.321). In addition, each quartile increase in baseline CTI was associated with a statistically significant 12.2% elevated risk of incident liver disease. This association remained robust in sensitivity analyses after excluding events with potential reverse causality and replacing biomarkers. Subgroup analyses further identified consistent patterns of this association across different populations. This study is the first to demonstrate, within a nationally representative community-based cohort of middle-aged and older adults, that the CTI is an independent and robust predictor of incident liver disease. As a composite metabo-inflammatory marker, the CTI model exhibited slightly better model fit (lower AIC/BIC) and marginally higher discriminatory ability (C-index) than the single-marker models of TyG index and CRP alone. It can be utilized to identify high-risk individuals in middle-aged and older populations, providing a novel epidemiological tool for the early warning of liver disease.
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