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Clinical prediction for outcomes of patients with acute-on-chronic liver failure associated with HBV infection: A new model establishment

机译:与HBV感染相关的急性慢性肝衰竭患者结果的临床预测:新模型建立

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Objective The acute-on-chronic liver failure associated with hepatitis B virus (HBV-ACLF) was a type of clinical syndrome with rapid deterioration of liver function. It was characterized by short-term elevated bilirubin, ascites, prolonged clotting time, hepatic encephalopathy, organ failures, and high short-term mortality. It was important to predict and evaluate the disease early. This study intended to comprehensively analyze the prognostic factors of patients with ACLF associated with HBV DNA infection through clinical manifestations and laboratory tests, and to establish a corresponding prediction and evaluation model for further clinical guidance. Methods A total of 220 patients were first diagnosed with HBV-ACLF and admitted to and treated at the Department of Infectious Diseases of the First Affiliated Changhai Hospital of the Second Military Medical University from 2009 to 2018. These patients’ records were collected and divided into two groups: (1) 120 patients who were improved and discharged were classified as good prognosis group and (2) 100 patients who died or underwent liver transplantation were classified as poor prognosis group. By analyzing baseline characteristics and clinical indicators of the two groups, the main potential factors affecting prognosis were identified and the corresponding prognostic evaluation model was established. This model’s advantages and disadvantages were compared with classic prognostic scoring systems. Results The proportion of ascites and the proportion of hepatic encephalopathy of poor prognosis group were significantly higher than those of good prognosis group. The total bilirubin, creatinine, white blood cell count, and NEU (%) levels of poor prognosis group were significantly higher than those of good prognosis group, and the international normalized ratio, albumin (ALB), alanine aminotransferase, Na, Cl, RBC, and PLT levels of poor prognosis group were significantly lower than those of good prognosis group. A new prediction model LR( p ) = 1/(1 e ? Z ) was established, where z = 10.0127 0.3687 × NEUT (%) ? 0.0082 × PLT 1.8157 × hepatic encephalopathy. The area under receiver operating characteristic (ROC) curve was 0.89, specificity was 80.83%, and sensitivity was 81%. The newly established prognostic model was compared with other three scoring systems including model for end-stage liver disease (MELD), MELD-Na, and ALBI scores. The results showed that the specificity, sensitivity, and area under the ROC curve of the newly established model were significantly higher than the other three scoring systems. Conclusion Hepatic encephalopathy, NEU (%), and PLT levels were independent risk factors for predicting the prognosis of HBV-ACLF. The new prediction model LR( p ) had better prediction accuracy than the other three scoring models of MELD, MELD-Na, and ALBI and could more accurately assess the prognosis of HBV-ACLF, but in the later stage, it was still necessary to expand the sample size for verification.
机译:目的目的是与乙型肝炎病毒(HBV-ACLF)相关的急性慢性肝衰竭是一种肝功能迅速恶化的临床综合征。它的特征在于短期升高的胆红素,腹水,延长凝血时间,肝脑病,器官失败和高短期死亡率。重要的是早期预测和评估疾病。本研究旨在通过临床表现和实验室测试全面分析与HBV DNA感染相关的ACLF患者的预后因素,并建立相应的预测和评价模型,以进行进一步的临床指导。方法,共220名患者首次被诊断为HBV-ACLF,从2009年到2018年,在第二军医大学第一次附属长海医院的传染病部门录取和治疗。这些患者的记录被收集并分为两组:(1)改善和排放的120名患者被归类为良好的预后组和(2)患者患者或接受肝移植的100名患者被归类为预后差。通过分析两组的基线特征和临床指标,确定了影响预后的主要潜在因素,并建立了相应的预后评价模型。与经典预后评分系统进行了比较了这种模式的优点和缺点。结果腹水的比例和预后差的肝脑病比例显着高于良好预后组的比例。预后较差组的胆红素,肌酐,白细胞计数和Neu(%)水平显着高于良好预后组,以及国际标准化比例,白蛋白(ALB),丙氨酸氨基转移酶,NA,Cl,RBC ,预后组的PLT水平显着低于良好预后组。建立了新的预测模型LR(P)= 1 /(1e≤Z),其中Z = 10.0127 0.3687×中学(%)? 0.0082×PLT 1.8157×肝脑病。接收器操作特征(ROC)曲线下的该区域为0.89,特异性为80.83%,敏感性为81%。与其他三种评分系统进行了比较了新建立的预测模型,包括终级肝病(MELD),MELD-NA和ALBI评分的模型。结果表明,新建立模型的ROC曲线下的特异性,敏感性和面积显着高于其他三个评分系统。结论肝脏脑病,Neu(%)和PLT水平是预测HBV-ACLF预后的独立危险因素。新的预测模型LR(P)具有比融合,MELD-NA和ALBI的其他三种评分模型更好的预测精度,并且可以更准确地评估HBV-ACLF的预后,但在后期阶段,它仍然是必要的展开样本大小以进行验证。

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