ArticleBMC cardiovascular disorders2023
Charlson Comorbidity Index is correlated with all-cause readmission within six months in patients with heart failure: a retrospective cohort study in China.
Article in BMC cardiovascular disorders, 2023. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 8 papers.
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Who cites it
8 citing papers in PubMed.
- Timing-specific factors associated with early, intermediate, and late readmission after heart failure hospitalization.ESC heart failure · 2026Article
- Oral frailty and its influencing factors in elderly patients with multimorbidity: a cross-sectional study.BMC oral health · 2026Article
- Time to first cardiovascular hospitalization after guideline-based treatment optimization: A multicenter retrospective cohort study in northwest Ethiopia.International journal of cardiology. Cardiovascular risk and prevention · 2026Article
- Independent predictors of quality of life in patients with chronic heart failure.Revista de la Facultad de Ciencias Medicas (Cordoba, Argentina) · 2025Article
- Influencing factors of 90-day readmission of patients with heart failure based on the MIMIC-IV database.Journal of thoracic disease · 2025Article
- Charlson Comorbidity Index predicts contrast-induced nephropathy following transcatheter aortic valve replacement.Archives of medical sciences. Atherosclerotic diseases · 2025Article
- Admission prioritization of heart failure patients with multiple comorbidities.Frontiers in digital health · 2024Article
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Abstract
backgroundCharlson Comorbidity Index (CCI) is positively associated with all-cause readmission in patients with heart failure (HF) in western countries. However, there is a scarcity of strong scientific evidence supporting the correlation in China. This study aimed at testing this hypothesis in Chinese.
methodsWe conducted a secondary analysis of 1,946 patients with HF in Zigong Fourth People's Hospital in China between December 2016 to June 2019. Logistic regression models were used to study the hypotheses, with adjustments for the four regression models. We also explore the linear trend and possible nonlinear relationship between CCI and readmission within six months. We further conducted subgroup analysis and tests for interaction to examine the possible interaction between CCI and the endpoint. Additionally, CCI alone and several combinations of variables based on CCI were used to predict the endpoint. Under the curve (AUC), sensitivity and specificity were reported to evaluate the performance of the predicted model.
resultsIn the adjusted II model, CCI was an independent prognostic factor for readmission within six months in patients with HF (OR = 1.14, 95% CI: 1.03-1.26, P = 0.011). Trend tests revealed that there was a significant linear trend for the association. A nonlinear association was identified between them and the inflection point of CCI was 1. Subgroup analyses and tests for interaction indicated that cystatin played an interactive role in the association. ROC analysis indicated neither CCI alone nor combinations of variables based on CCI were adequate for prediction.
conclusionCCI was independently positively correlated with readmission within six months in patients with HF in Chinese population. However, CCI has limited value on predicting readmission within six months in patients with HF.
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