National Heart and Lung Institute, Imperial College London, London, UK
Department of Cardiology, Harefield Hospital, Guy's and St Thomas' NHS Foundation Trust, London, UK.
Open Heart. 2023 Aug;10(2). doi: 10.1136/openhrt-2023-002313.
To create and validate a simple scoring system for predicting 30-day mortality in patients presenting with acute coronary syndromes (ACS) at their moment of admission.
2407 consecutive patients presenting to Harefield Hospital with measured arterial blood gases, from January 2011 to December 2020, were studied to build the training set. 30-day mortality in this group was 17.2%. A scoring algorithm that was built using binary logistic regression of variables available on admission was then converted to an additive risk score. The resultant scoring system is the BE-ALIVE score, which incorporates the following factors:Base Excess (1 point for <-2 mmol/L), Age (<65 years: 0 points, 65-74: 1 point, 75-84: 2 points, ≥85: 3 points), Lactate (<2 mmol/L: 0 points, 2-4.9: 1 point, 5-9.9: 3 points, ≥10: 6 points), Intubated (2 points), Left Ventricular function (mildly impaired or better: -1 point, moderately impaired: 1 point, severely impaired: 3 points) and External/out of hospital cardiac arrest 2 points).The scoring system was validated using a testing set of 515 patients presenting to Harefield Hospital in 2021. The validation metrics were excellent with a c-statistic of 0.9, Brier's score 0.06 vs a naïve classifier of 0.15, Spiegelhalter's z-statistic probability of 0.267 and a calibration slope of 1.08.
The BE-ALIVE score is a simple and accurate scoring system to predict 30-day mortality in patients presenting with ACS. Appreciating this mortality risk can allow prompt involvement of appropriate care such as the shock team.
建立并验证一种简单的评分系统,用于预测急性冠状动脉综合征(ACS)患者入院时的 30 天死亡率。
研究纳入 2011 年 1 月至 2020 年 12 月期间在 Harefield 医院就诊且动脉血气可测量的 2407 例连续患者,以构建训练集。该组患者的 30 天死亡率为 17.2%。然后,使用入院时可获得的变量进行二项逻辑回归构建评分算法,并将其转换为加性风险评分。由此产生的评分系统是 BE-ALIVE 评分,其中包含以下因素:碱剩余(<-2mmol/L 为 1 分)、年龄(<65 岁:0 分,65-74 岁:1 分,75-84 岁:2 分,≥85 岁:3 分)、乳酸(<2mmol/L:0 分,2-4.9mmol/L:1 分,5-9.9mmol/L:3 分,≥10mmol/L:6 分)、气管插管(2 分)、左心室功能(轻度受损或更好:-1 分,中度受损:1 分,重度受损:3 分)和院外/院内心脏骤停(2 分)。该评分系统在 2021 年就诊于 Harefield 医院的 515 例患者的测试集中进行了验证。验证指标非常出色,C 统计量为 0.9,Brier 评分为 0.06,优于 0.15 的朴素分类器,Spiegelhalter 的 z 统计量概率为 0.267,校准斜率为 1.08。
BE-ALIVE 评分是一种简单而准确的评分系统,可用于预测 ACS 患者的 30 天死亡率。了解这种死亡率风险可以促使及时采取适当的治疗措施,如休克团队的介入。