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Kaixin Zhang

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Open access Sep 2026

Combined effect of heart disease and high CRP levels on new-onset stroke in middle-aged and older Chinese adults: a prospective cohort study from CHARLS

This study aimed to investigate whether the coexistence of heart disease and high C-reactive protein (CRP) levels increases the risk of new-onset stroke among middle-aged and elderly Chinese individuals. The analysis incluCombined Effect of Heart Disease and high CRP levels on New-Onset Stroke in Middle-Aged and Older Chinese Adults: A Prospective Cohort Study from CHARLSded 7,995 Chinese participants aged 45 years or older from the China Health and Retirement Longitudinal Study (CHARLS). Multivariable Cox proportional hazards regression models were used to estimate the hazard ratios (HRs) and 95% confidence intervals (CIs) for the risk of new-onset stroke according to heart disease and CRP levels. In addition, incremental predictive values were also assessed using the net reclassification index (NRI), and integrated discrimination improvement (IDI). Compared with participants free of both conditions, multivariable-adjusted models showed that new-onset stroke risk did not increase significantly in those with heart disease alone (HR = 1.17, 95% CI: 0.93–1.48) or high CRP levels alone (HR = 1.19, 95% CI: 0.96–1.49). In contrast, participants with both heart disease and high CRP levels showed a 58% increased risk of new-onset stroke (HR, 1.58; 95% CI , 1.11–2.26), demonstrating a significant independent association ( P value = 0.008). This combined association was further modified among participants aged < 65 years (HR = 1.20, 95% CI : 1.07–1.34), with systolic blood pressure ≥ 140 mmHg (HR = 1.21, 95% CI : 1.05–1.39), and fasting glucose ≥ 6.1 mmol/L at baseline (HR = 1.20, 95% CI : 1.03–1.40). The coexistence of heart disease and high CRP levels significantly increases the risk of new-onset stroke, serving as potential predictors for new-onset stroke.

Rui Chi, Ying-Zhu Xie, Xiao-Wei Zheng et al. · 0 citations
Jul 2026

EXPRESS: Association of Frailty with Rapid Kidney Function Decline in Adults with Normal Kidney Function.

BACKGROUND AND OBJECTIVES The association between frailty and kidney function remains poorly investigated. We aimed to evaluate the associations between frailty status and kidney function (rapid kidney function decline and progressed to CKD in middle-aged and older Chinese population. METHODS A total of 3,112 participants with eGFRcr-cys ≥60 ml/min per 1.73 m2 and aged more than 60 years from the China Health and Retirement Longitudinal Study were included in analyses. Frailty was assessed using the Frailty Phenotype, which included assessments of unintentional weakness, slowness, exhaustion, low activity, and shrinking. RESULTS During the 4 years of follow-up, 499 (16.03%) participants experienced kidney function decline and 118 (3.79%) participants progressed to CKD. After multivariable adjustment of baseline eGFRcr-cys level and other risk factors, each 1-unit higher in frailty score was associated with 17% increased risk for the rapid decline in kidney function (annualized decline in eGFRcr-cys ≥ 3 ml/min per 1.73 m2). In addition, frailty was associated with an increased risk of rapid decline in kidney function (odds ratio=1.17, 95% confidence interval:1.04-1.30). Individuals with slowness or exhaustion alone also had increased risk of rapid decline in kidney function. CONCLUSION Frailty was associated with increased risk of rapid decline in kidney function among Chinese adults with normal kidney function.

Xiaowei Zheng, Qian Zhao, Kaixin Zhang · 0 citations

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