DOI 10.1186/s12933-026-03229-6
Composite C-reactive protein-triglyceride-glucose-adiposity indices and incident cardiovascular disease in the CHARLS cohort: a prospective cohort study.
Аннотация
BACKGROUND & AIMS: Cardiovascular disease (CVD) is influenced by metabolic dysfunction, chronic inflammation, and adiposity. The C-reactive protein-triglyceride-glucose index (CTI) integrates inflammatory and metabolic information, but the associations of CTI-derived adiposity indices with incident CVD remain insufficiently characterized. We aimed to examine the associations of several CTI-derived adiposity indices with incident CVD and compare their relative performance in a nationwide cohort of middle-aged and older adults.
METHODS
We analyzed data from 6,161 participants aged ≥ 45 years without baseline CVD from the China Health and Retirement Longitudinal Study (CHARLS). Four CTI-derived adiposity indices were evaluated: CTI-WHtR, CTI-BMI, CTI-BRI, and CTI-WWI. Cox proportional hazards models were used to estimate hazard ratios (HRs) and 95% confidence intervals (CIs) for incident CVD. Dose-response relationships were assessed using restricted cubic splines (RCS). Kaplan-Meier, discrimination and reclassification, cumulative exposure, trajectory, subgroup, component-outcome, mediation, and sensitivity analyses were also performed.
RESULTS
During a median follow-up of 9 years, 1,503 participants (24.39%) developed CVD. Higher levels of CTI-derived adiposity indices were associated with increased CVD risk. In fully adjusted models, participants in the highest quartile had higher CVD risk than those in the lowest quartile for CTI-WHtR (HR = 1.57, 95% CI 1.24-2.00), CTI-BMI (HR = 1.55, 95% CI 1.23-1.97), CTI-BRI (HR = 1.40, 95% CI 1.11-1.78), and CTI-WWI (HR = 1.37, 95% CI 1.08-1.74), with significant trends across quartiles. RCS analyses showed predominantly linear dose-response relationships. Discrimination was modest, with AUCs ranging from 0.558 for CTI-WWI to 0.573 for CTI-WHtR, compared with 0.522 for CTI. All CTI-derived indices improved continuous net reclassification improvement and integrated discrimination improvement beyond the conventional risk factor model. Higher cumulative exposure and higher trajectory clusters of CTI-derived indices were also associated with increased CVD risk. Mediation analyses suggested interrelationships between metabolic-inflammatory dysregulation and adiposity in relation to CVD.
CONCLUSIONS
CTI-derived adiposity indices were associated with incident CVD in middle-aged and older adults, with CTI-WHtR showing the most consistent overall performance among the evaluated indices. These findings support the epidemiological relevance of integrating metabolic-inflammatory burden with adiposity-related phenotypes in cardiovascular risk assessment.
Предметные рубрики MeSH
Подготовка и перевод публикации
Обработка статьи · этапы, ошибки и управление
Ошибки и ограничения
История · было → стало
Состояние обновляется каждые 5 секунд, пока блок открыт. Процент показывается только там, где известен объём работы. Пауза останавливает продолжение этапа; текущий запрос к источнику может завершиться.
Тип публикации указан по данным источника. Уровень доказательности автоматически не присваивается.