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Development and validation of prognostic model to predict mortality among cirrhotic patients with acute variceal bleeding: A retrospective study

机译:预后模型的开发与验证预测肝硬化患者肝硬化患者的死亡率:回顾性研究

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Background and Aim Acute variceal bleeding (AVB) is a serious complication associated with high mortality. The aim of our study was to investigate mortality predictors and to develop a new simplified prognostic model among cirrhotic patients with AVB. Methods A simplified prognostic model was developed using multiple logistic regression after identifying significant predictors of 6-week mortality. Results A total of 713 consecutive patients with AVB were enrolled. The 6-week overall mortality rate was 18%. Multivariate analysis showed that shock, model for end-stage liver disease (MELD) score, high-risk stigmata of esophageal varices on endoscopic finding, and Glasgow Blatchford score were independent predictors of mortality. A new logistic model using these variables was developed. This model (cutoff value?≥?4) area under the receiver operating characteristics (AUROC) was 0.93 and significantly higher than that of MELD score alone (0.74). Two validation analyses showed that the AUROC of our model was consistently high. The 6-week rebleeding rate was 25.3%. Multivariate analysis showed that MELD score, Glasgow Blatchford score, history of upper GI bleeding, shock, and alcohol use were independent predictors of rebleeding. Conclusion Our new simplified model accurately and consistently predicted 6-week mortality among patients with AVB using objective variables measured at admission. Patients with higher MELD scores should be closely monitored due to the higher probability of 6-week rebleeding.
机译:背景和AIM急性变型出血(AVB)是一种与高死亡率相关的严重并发症。我们研究的目的是调查死亡率预测因子,并在肝硬化患者中开发一种新的简化预后模型。方法在识别6周死亡率的重要预测因子后,使用多重逻辑回归开发了简化的预测模型。结果共有713名连续AVB患者。 6周的总体死亡率为18%。多变量分析表明,休克,终末期肝病(MELD)评分的模型,食管静脉曲张的高危疟疾在内窥镜发现中,Glasgow Blatchford评分是死亡率的独立预测因子。开发了一种新的逻辑模型,开发了使用这些变量。接收器操作特性(AUROC)下的该模型(截止值?≥≤4)区域为0.93,单独的融合得分明显高(0.74)。两种验证分析表明,我们模型的奥克约始终如一。 6周的再交率为25.3%。多变量分析表明,MELD评分,Glasgow Blatchford评分,上GI出血,休克和酒精使用的历史是独立的预测因子。结论我们新的简化模型准确且始终如一地通过入院测量的客观变量预测AVB患者的6周死亡率。由于较高的概率为6周重点,应密切监测具有较高融合成绩的患者。

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