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Prediction Model for POstoperative atriaL fibrillAtion in caRdIac Surgery: The POLARIS Score

医学 心房颤动 内科学 人口 队列 心脏外科 心脏病学 入射(几何) 逻辑回归 布里氏评分 接收机工作特性 优势比 外科 环境卫生 光学 物理 人工智能 计算机科学
作者
Fabrizio Rosati,Massimo Baudo,Cesare Tomasi,G Scotti,Sergio Pirola,Giorgio Mastroiacovo,Gianluca Polvani,Gianluigi Bisleri,Stefano Benussi,Lorenzo Di Bacco,Claudio Muneretto
出处
期刊:Journal of Clinical Medicine [Multidisciplinary Digital Publishing Institute]
卷期号:14 (2): 650-650
标识
DOI:10.3390/jcm14020650
摘要

Background: New-onset postoperative atrial fibrillation (POAF) is the most common complication after cardiac surgery, occurring approximately in one-third of the patients. This study considered all-comer patients who underwent cardiac surgery to build a predictive model for POAF. Methods: A total of 3467 (Center 1) consecutive patients were used as a derivation cohort to build the model. The POLARIS score was then derived proportionally from the odds ratios obtained following multivariable logistic regression (MLR). The Brier Score, the area under the receiver operating characteristic curve, and the Hosmer–Lemeshow goodness-of-fit test were used to validate the model. Then, 2272 (Center 2) consecutive patients were used as an external validation cohort. Results: In the overall population (n = 5739), POAF occurred in 32.7% of patients. MLR performed in the derivation cohort showed that age, obesity, chronic renal failure, pulmonary hypertension, minimally invasive surgery, and aortic and mitral valve surgery were predictors of POAF. The derived POLARIS score was used to further stratify the population into four risk clusters: low (1.5–3), intermediate (3.5–5), high (5.5–7), and very high (7.5–9), each progressively showing an increase in POAF incidence. This was confirmed in a correlation analysis (Spearman’s rho: 0.636). Conclusions: The POLARIS score is a simple-to-use tool to stratify patients at higher risk of POAF. Precise identification of such patients might be used to implement clinical practice with the introduction of preoperative antiarrhythmic prophylaxis, further reducing the incidence of POAF and, potentially, its clinical sequelae, despite further investigations being warranted to test this model in prospective studies.
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