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

Abstract Background 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. Methods 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). Results 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). Conclusion 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.

Authors

Institutions

Publication Details

Journal
BMC Cardiovascular Disorders
Published
2026-09-09
DOI
https://doi.org/10.1186/s12872-026-06567-1
Primary Topic
Adipokines, Inflammation, and Metabolic Diseases
Type
article
Field-Weighted Citation Impact
0.00
Controls
|||
ALL TIME
JAN
FEB
MAR
APR
MAY
JUN
JUL
AUG
SEP
OCT
article

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

Rui Chi, Kaixin Zhang, Yi Xie, Xiaowei Zheng
BMC Cardiovascular Disorders
Adipokines, Inflammation, and Metabolic Diseases
article

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

Rui Chi, Kaixin Zhang, Yi Xie, Xiaowei Zheng
article en

Abstract

Abstract Background 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. Methods 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). Results 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). Conclusion 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.

BMC Cardiovascular Disorders
Jiangnan University (CN), Tongren Hospital (CN), Wuxi No.2 People's Hospital (CN), Wuxi People's Hospital (CN)
Reduced inequalities, Peace, Justice and strong institutions
Openalex Percentile: Top 11%
Adipokines, Inflammation, and Metabolic Diseases
AI Navigator

Ask Laika to Summarize, Analyze, and Connect papers live on the map.

Summarize Papers & Methodologies

Extract key findings, datasets, and comparative methods across publications.

Benchmark Rankings & Visual Analytics

Rank top research institutions, authors, funders, topics, and journals by Field-Weighted Citation Impact (FWCI) and paper volume with instant charts.

Connect Distant Disciplines

Bridge topological clusters on the map to find hidden collaborative intersections.