医学
肾功能
逻辑回归
入射(几何)
前瞻性队列研究
全国健康与营养检查调查
肾脏疾病
优势比
内科学
队列研究
累积发病率
多元分析
多元统计
队列
糖尿病
可能性
人口学
线性回归
子群分析
比例危险模型
置信区间
观察研究
回归分析
老年学
混淆
曲线下面积
作者
Lina Huang,Tingting Su,Tianbao Liao,Yang Lu,Lu-Huai Feng
标识
DOI:10.3389/fnut.2026.1795444
摘要
Background: Rapid kidney function decline (RKFD) is an early indicator of chronic kidney disease and a precursor to kidney failure, yet early detection is challenging. Inflammation and metabolic imbalance may cause kidney damage, and the C-reactive protein-triglyceride glucose index (CTI) represents both factors. This study aims to explore the associations of cumulative changes of CTI (cuCTI) with RKFD risk in middle-aged and older adults. Methods: We analyzed data from 6,888 individuals aged 45 and older from the 2011 and 2015 China Health and Retirement Longitudinal Study (CHARLS). Using multivariate logistic regression models, we explored the association between cuCTI, CTI control levels, and RKFD risk. We also used restricted cubic spline (RCS) models for dose-response patterns and conducted subgroup analyses based on sex, education, smoking, alcohol use, hypertension, diabetes, dyslipidemia, and CKD stage. Sensitivity analyses were performed on original, imputed, and pooled datasets to ensure robust results. A supplementary cross-sectional analysis using National Health and Nutrition Examination Survey analysis (NHANES) data examined the association between CTI and eGFR using weighted linear regression and RCS models. Results: Over a four-year period, 262 participants (3.8%) developed RKFD. Increased cuCTI and poor CTI control were linked to a higher RKFD risk, with each one-unit cuCTI increase raising the odds by 18% (OR = 1.18, 95% CI: 1.13-1.22). Those with consistently high or rising CTI faced the greatest risk. The dose-response curve indicated a linear increase in RKFD risk with higher cuCTI, and subgroup analyses showed consistent results across all groups. Sensitivity analyses confirmed the stability of these associations across datasets. Similar associations were observed in the supplementary analysis using NHANES data, with higher CTI levels associated with lower eGFR. Conclusion: Higher cumulative CTI levels were associated with an increased risk of rapid kidney function decline, and the association was most pronounced among individuals with persistently high CTI levels. Monitoring long-term inflammatory and metabolic status may help identify individuals at risk of renal function decline in middle-aged and older adults.
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