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慢性乙型肝炎急性肝衰竭预后列线图的开发与验证

Development and validation of a prognostic nomogram for acute-on-chronic hepatitis B liver failure.

作者信息

Shi Ke-Qing, Cai Yi-Jing, Lin Zhuo, Dong Jin-Zhong, Wu Jian-Min, Wang Xiao-Dong, Song Mei, Wang Yu-Qun, Chen Yong-Ping

机构信息

Department of Liver Diseases, Liver Research Center, The First Affiliated Hospital of Wenzhou Medical University, Wenzhou, China.

Department of Infection and Liver Diseases, Ningbo First Hospital, Ningbo, China.

出版信息

J Gastroenterol Hepatol. 2017 Feb;32(2):497-505. doi: 10.1111/jgh.13502.

Abstract

BACKGROUND AND AIM

Determining individual risk of short-term mortality in patients with acute-on-chronic hepatitis B liver failure (ACHBLF) is a difficult task. We aimed to develop and externally validate a prognostic nomogram for ACHBLF patients.

METHODS

The nomogram was built to estimate the probability of 30-day, 60-day, 90-day, and 60-month survival based on an internal cohort of 246 patients with ACHBLF. The predictive accuracy and discriminative ability of nomogram were determined by a concordance index (C-index), calibration curve, and time-dependent receiver operating characteristics (tdROC), comparing with model for end-stage liver disease (MELD) score. The results were validated using bootstrap resampling and an external cohort of 138 patients. Furthermore, we plotted decision curves to evaluate the clinical usefulness of nomogram.

RESULTS

Independent factors derived from multivariable Cox analysis of training cohort to predict mortality were age, total bilirubin, serum sodium, and prothrombin activity, which were all assembled into nomogram. The calibration curves for probability of survival showed optimal agreement between nomogram prediction and actual observation. The C-index of nomogram was higher than that of MELD score for predicting survival (30-day, 0.809 vs 0.717, P < 0.001; 60-day, 0.792 vs 0.685, P < 0.001; 90-day, 0.779 vs 0.678, P < 0.001; 6-month, 0.781 vs 0.677, P < 0.001). Additionally, tdROC and decision curves also showed that nomogram was superior to MELD score. The results were confirmed in validation cohort.

CONCLUSIONS

The prognostic nomogram provided an individualized risk estimate of short-term survival in patients with ACHBLF, offering to clinicians to improve their abilities to assess patient prognosis.

摘要

背景与目的

确定慢性乙型肝炎急性肝衰竭(ACHBLF)患者短期死亡的个体风险是一项艰巨的任务。我们旨在开发并外部验证一种用于ACHBLF患者的预后列线图。

方法

基于246例ACHBLF患者的内部队列构建列线图,以估计30天、60天、90天和60个月生存概率。通过一致性指数(C指数)、校准曲线和时间依赖性受试者工作特征(tdROC)确定列线图的预测准确性和判别能力,并与终末期肝病模型(MELD)评分进行比较。使用自抽样法和138例患者的外部队列对结果进行验证。此外,我们绘制决策曲线以评估列线图的临床实用性。

结果

来自训练队列多变量Cox分析预测死亡率的独立因素为年龄、总胆红素、血清钠和凝血酶原活动度,这些因素均纳入列线图。生存概率校准曲线显示列线图预测与实际观察之间具有最佳一致性。列线图预测生存的C指数高于MELD评分(30天,0.809对0.717,P<0.001;60天,0.792对0.685,P<0.001;90天,0.779对0.678,P<0.001;6个月,0.781对0.677,P<0.001)。此外,tdROC和决策曲线也显示列线图优于MELD评分。结果在验证队列中得到证实。

结论

预后列线图为ACHBLF患者提供了短期生存的个体化风险估计,有助于临床医生提高评估患者预后的能力。

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