预测儿科重症监护病房收治的登革热性肝炎患儿的死亡风险。

Thanh Tat Nguyen, Phuong Thi-Mai Ngo, Luan Thanh Vo
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引用次数: 0

摘要

背景:登革热相关急性肝衰竭(PALF)是儿科重症监护病房(PICU)儿童死亡率高的原因之一。迄今为止,缺乏用于估计登革热引起的重症肝炎(DISH)儿科患者死亡风险的临床算法数据。目的:确定DISH患者中PALF的患病率和确定死亡率的预测因素。方法:这项单机构回顾性研究于2013年至2022年在越南一家三级儿科医院进行。主要终点是儿童DISH患者的住院死亡率,其定义为天冬氨酸转氨酶> 350 IU/L或丙氨酸转氨酶> 400 IU/L。在PICU入院时和入院前72小时内,使用一组预定义的临床协变量和肝脏生物标志物,建立了用于估计DISH患者死亡风险的预后模型。曲线下面积,多变量逻辑回归,以及使用缺失值的链式方程进行多重输入。采用基于赤池信息准则的后向逐步模型选择。使用Bootstrapping、校准斜率和Brier评分来评估最终模型。结果:共纳入459例DISH患儿。患者年龄中位数为7.7岁(四分位数范围:4.3-10.1岁)。DISH患儿中登革热相关PALF患病率为18.3%。39例发生PALF的DISH患者(8.5%)死亡。肝脏生物标志物,包括国际标准化比值(INR)≥2.11和血清总胆红素(≥1.7 mg/dL),对死亡率具有较高的预测价值(P值均< 0.001)。多变量模型显示了DISH患者因登革热引起的PALF死亡的重要临床预测因子,包括意识水平降低(警觉、言语、疼痛、无反应量表上的疼痛和无反应水平)、血管活性-肌力评分高(bbb30)、血乳酸、INR和血清胆红素水平升高。最终的预后模型具有较高的判别性、Brier评分和可接受的校准斜率。结论:DISH患儿PALF患病率为18.3%。我们开发了可靠的预后模型来估计重症登革热性肝炎住院儿童的死亡风险。
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Predicting the risk of mortality in children with dengue-induced hepatitis admitted to the paediatric intensive care unit.

Background: Dengue-associated acute liver failure (PALF) accounts for a high mortality rate in children admitted to the pediatric intensive care unit (PICU). To date, there is a lack of data on clinical algorithms for estimating the risk of mortality in pediatric patients with dengue-induced severe hepatitis (DISH).

Aim: To determine the prevalence of PALF and identify the predictors of mortality among patients with DISH.

Methods: This single-institution retrospective study was performed at a tertiary pediatric hospital in Vietnam between 2013 and 2022. The primary outcome was in-hospital mortality in pediatric patients with DISH, which was defined as either aspartate aminotransferase > 350 IU/L or alanine aminotransferase > 400 IU/L. Prognostic models for estimating the risk of death among patients with DISH were developed using a predefined set of clinical covariables and hepatic biomarkers on PICU admission and during the first 72 hours of admission. Area under the curve, multivariable logistic regression, and multiple imputation using the chained equation for missing values were performed. Backward stepwise model selection based on the Akaike information criterion was employed. Bootstrapping, calibration slope, and Brier score were used to assess the final models.

Results: A total of 459 children with DISH were included in the analysis. The median patient age was 7.7 years (interquartile range: 4.3-10.1 years). The prevalence of dengue-associated PALF in children with DISH was 18.3%. Thirty-nine DISH patients developing PALF (8.5%) died. Hepatic biomarkers, including the international normalized ratio (INR) ≥ 2.11 and total serum bilirubin (≥ 1.7 mg/dL), showed high predictive values for mortality (all P values < 0.001). Multivariable models showed the significant clinical predictors of death from dengue-induced PALF in patients with DISH, including reduced level of consciousness (pain and unresponsive levels on the Alert, Verbal, Pain, Unresponsive scale), high vasoactive-inotropic score (> 30), and elevated levels of blood lactate, INR, and serum bilirubin. The final prognostic model demonstrated high discrimination, Brier score, and an acceptable calibration slope.

Conclusion: The prevalence of PALF in children with DISH is 18.3%. We developed robust prognostic models to estimate the risk of death in hospitalized children with severe dengue-induced hepatitis.

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