Luis Mújica-Jauregui , Vicente Bertomeu-González , Álvaro Carbonell-Soliva , Domingo Orozco-Beltrán , Vicente F. Gil-Guillén , Rauf Nouni-García , Adriana López-Pineda , Concepción Carratalá-Munuera , Jose A. Quesada
{"title":"评估动脉高血压患者心房颤动风险的 FAscore 量表的外部验证","authors":"Luis Mújica-Jauregui , Vicente Bertomeu-González , Álvaro Carbonell-Soliva , Domingo Orozco-Beltrán , Vicente F. Gil-Guillén , Rauf Nouni-García , Adriana López-Pineda , Concepción Carratalá-Munuera , Jose A. Quesada","doi":"10.1016/j.medcle.2024.05.010","DOIUrl":null,"url":null,"abstract":"<div><h3>Background and aim</h3><div>To use a risk scale or predictive model outside the population of origin, it is necessary to evaluate the predictive indicators through external validation. The aim was to validate the FAscore, originally constructed in hypertensive patients in primary care in the Valencian Region, in an external cohort with hypertension in primary care in the Basque Country.</div></div><div><h3>Methods</h3><div>A retrospective cohort study was designed to perform an external validation of the FAscore app in patients affiliated with 26 health centers in the municipality of Bilbao. The area under the ROC curve and predictive indicators were calculated with their 95% confidence intervals.</div></div><div><h3>Results</h3><div>Thirty-six thousand eight hundred nine patients were included: 53.6% (<em>n</em> <!-->=<!--> <!-->19,719) were women, the mean age was 75.1 years, 41.8% (<em>n</em> <!-->=<!--> <!-->15,381). Over the four-year follow-up period, 1420 patients were diagnosed with AF (cumulative incidence 3.9%). The median risk estimated by FAscore was 4.5%, and the 5th, 25th, 75th, and 95th percentiles were 1.0%, 2.5%, 6.1%, and 14.8%, respectively. The ROC curve for the risk estimated by FAscore and the cases of atrial fibrillation observed was AUC 0.715 (95% CI 0.703–0.727). The 5% risk cutoff provides a sensitivity of 70.8%, specificity of 61.0%, positive predictive value of 6.8%, negative predictive value of 98.1%, and positive and negative likelihood ratios of 1.82 and 0.48, respectively.</div></div><div><h3>Conclusion</h3><div>This study reports on the external validation of the atrial fibrillation risk scale in hypertensive patients, which shows an acceptable predictive capacity. The best-performing risk cutoff, providing good predictive indicators, can be set at 5%.</div></div>","PeriodicalId":74154,"journal":{"name":"Medicina clinica (English ed.)","volume":"163 8","pages":"Pages 397-403"},"PeriodicalIF":0.0000,"publicationDate":"2024-10-25","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":"{\"title\":\"External validation of the FAscore scale to evaluate the risk of atrial fibrillation in patients with arterial hypertension\",\"authors\":\"Luis Mújica-Jauregui , Vicente Bertomeu-González , Álvaro Carbonell-Soliva , Domingo Orozco-Beltrán , Vicente F. Gil-Guillén , Rauf Nouni-García , Adriana López-Pineda , Concepción Carratalá-Munuera , Jose A. Quesada\",\"doi\":\"10.1016/j.medcle.2024.05.010\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"<div><h3>Background and aim</h3><div>To use a risk scale or predictive model outside the population of origin, it is necessary to evaluate the predictive indicators through external validation. The aim was to validate the FAscore, originally constructed in hypertensive patients in primary care in the Valencian Region, in an external cohort with hypertension in primary care in the Basque Country.</div></div><div><h3>Methods</h3><div>A retrospective cohort study was designed to perform an external validation of the FAscore app in patients affiliated with 26 health centers in the municipality of Bilbao. The area under the ROC curve and predictive indicators were calculated with their 95% confidence intervals.</div></div><div><h3>Results</h3><div>Thirty-six thousand eight hundred nine patients were included: 53.6% (<em>n</em> <!-->=<!--> <!-->19,719) were women, the mean age was 75.1 years, 41.8% (<em>n</em> <!-->=<!--> <!-->15,381). Over the four-year follow-up period, 1420 patients were diagnosed with AF (cumulative incidence 3.9%). The median risk estimated by FAscore was 4.5%, and the 5th, 25th, 75th, and 95th percentiles were 1.0%, 2.5%, 6.1%, and 14.8%, respectively. The ROC curve for the risk estimated by FAscore and the cases of atrial fibrillation observed was AUC 0.715 (95% CI 0.703–0.727). The 5% risk cutoff provides a sensitivity of 70.8%, specificity of 61.0%, positive predictive value of 6.8%, negative predictive value of 98.1%, and positive and negative likelihood ratios of 1.82 and 0.48, respectively.</div></div><div><h3>Conclusion</h3><div>This study reports on the external validation of the atrial fibrillation risk scale in hypertensive patients, which shows an acceptable predictive capacity. The best-performing risk cutoff, providing good predictive indicators, can be set at 5%.</div></div>\",\"PeriodicalId\":74154,\"journal\":{\"name\":\"Medicina clinica (English ed.)\",\"volume\":\"163 8\",\"pages\":\"Pages 397-403\"},\"PeriodicalIF\":0.0000,\"publicationDate\":\"2024-10-25\",\"publicationTypes\":\"Journal Article\",\"fieldsOfStudy\":null,\"isOpenAccess\":false,\"openAccessPdf\":\"\",\"citationCount\":\"0\",\"resultStr\":null,\"platform\":\"Semanticscholar\",\"paperid\":null,\"PeriodicalName\":\"Medicina clinica (English ed.)\",\"FirstCategoryId\":\"1085\",\"ListUrlMain\":\"https://www.sciencedirect.com/science/article/pii/S2387020624004480\",\"RegionNum\":0,\"RegionCategory\":null,\"ArticlePicture\":[],\"TitleCN\":null,\"AbstractTextCN\":null,\"PMCID\":null,\"EPubDate\":\"\",\"PubModel\":\"\",\"JCR\":\"\",\"JCRName\":\"\",\"Score\":null,\"Total\":0}","platform":"Semanticscholar","paperid":null,"PeriodicalName":"Medicina clinica (English ed.)","FirstCategoryId":"1085","ListUrlMain":"https://www.sciencedirect.com/science/article/pii/S2387020624004480","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"","JCRName":"","Score":null,"Total":0}
External validation of the FAscore scale to evaluate the risk of atrial fibrillation in patients with arterial hypertension
Background and aim
To use a risk scale or predictive model outside the population of origin, it is necessary to evaluate the predictive indicators through external validation. The aim was to validate the FAscore, originally constructed in hypertensive patients in primary care in the Valencian Region, in an external cohort with hypertension in primary care in the Basque Country.
Methods
A retrospective cohort study was designed to perform an external validation of the FAscore app in patients affiliated with 26 health centers in the municipality of Bilbao. The area under the ROC curve and predictive indicators were calculated with their 95% confidence intervals.
Results
Thirty-six thousand eight hundred nine patients were included: 53.6% (n = 19,719) were women, the mean age was 75.1 years, 41.8% (n = 15,381). Over the four-year follow-up period, 1420 patients were diagnosed with AF (cumulative incidence 3.9%). The median risk estimated by FAscore was 4.5%, and the 5th, 25th, 75th, and 95th percentiles were 1.0%, 2.5%, 6.1%, and 14.8%, respectively. The ROC curve for the risk estimated by FAscore and the cases of atrial fibrillation observed was AUC 0.715 (95% CI 0.703–0.727). The 5% risk cutoff provides a sensitivity of 70.8%, specificity of 61.0%, positive predictive value of 6.8%, negative predictive value of 98.1%, and positive and negative likelihood ratios of 1.82 and 0.48, respectively.
Conclusion
This study reports on the external validation of the atrial fibrillation risk scale in hypertensive patients, which shows an acceptable predictive capacity. The best-performing risk cutoff, providing good predictive indicators, can be set at 5%.