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Published on: February 26, 2013
Meta-analysis of CHADS2 Score in Predicting Atrial Fibrillation
Yajuan Yang1, Zhiwei Zhang1, Chee Y Ng2
1Tianjin Key Laboratory of Ionic-Molecular Function of Cardiovascular Disease, Department of Cardiology, Tianjin Institute of Cardiology, Second Hospital of Tianjin Medical University, Tianjin, People's Republic of China.
Insights
The CHADS2 score, used for stroke risk in atrial fibrillation (AF), also predicts the risk of developing AF. This meta-analysis confirms CHADS2 score
Area of Science:
- Cardiology
- Epidemiology
- Clinical Risk Stratification
Background:
- The CHADS2 score is established for stroke risk assessment in atrial fibrillation (AF).
- Conflicting evidence exists regarding the CHADS2 score's predictive value for AF incidence.
- A comprehensive meta-analysis is needed to clarify this association.
Purpose of the Study:
- To conduct a meta-analysis of observational studies.
- To examine the association between the CHADS2 score and the risk of developing AF.
Main Methods:
- Systematic search of PubMed and EMBASE databases up to November 2014.
- Inclusion of 19 observational studies comprising 714,672 patients.
- Application of fixed-effects and random-effects models for meta-analysis, including sensitivity and subgroup analyses.
Main Results:
- The CHADS2 score independently predicts AF risk (OR 1.43 continuous, OR 3.37 categorical).
- Statistical significance was observed for both continuous and categorical variable analyses (p=0.007 and p<0.00001, respectively).
- Patient age heterogeneity across studies was identified as a potential factor influencing results.
Conclusions:
- The CHADS2 score serves as a predictor for the risk of developing atrial fibrillation.
- Early recognition of AF and addressing risk factors are crucial.
- Awareness of the CHADS2 score can aid in mitigating stroke risk through appropriate prophylaxis.
Abstract:
The CHADS2 score is a validated clinical tool used for the risk stratification of stroke in the presence of atrial fibrillation (AF). Recently, some studies have shown that CHADS2 score may predict the risk of AF, which yielded conflicting results. The purpose of this study is to perform a meta-analysis of observational studies to examine the association between the CHADS2 score and risk of AF. Using PubMed and EMBASE database, we searched published articles by November 2014 to identify studies that evaluated the association between CHADS2 score and the risk of AF. We used both fixed-effects and random-effects models to calculate the overall effect estimate. A sensitivity analysis and subgroup analysis were performed to find the origin of heterogeneity. Of the 1,806 studies identified initially, 19 studies were included into our analysis, with a total of 714,672 patients. The CHADS2 score was found to be an independent predictor of AF as both a continuous variable (odds ratio 1.43, 95% confidence interval 1.10 to 1.86, p = 0.007) and categorical variable (odds ratio 3.37, 95% confidence interval 2.65 to 4.28, p <0.00001). Subgroup analysis revealed that different patients' age in study population may be a possible reason for the significant heterogeneity in our meta-analysis. In conclusion, CHADS2 score predicts the risk of AF. Addressing risk factors and early recognition of AF are important and also awareness of CHADS2 score to reduce stroke risk with pharmacologic prophylaxis.
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