Artificial liver support system therapy in acute-on-chronic hepatitis B liver failure: Classification and regression tree analysis

被引:31
作者
Huang, Kaizhou [1 ]
Ji, Feiyang [1 ]
Xie, Zhongyang [1 ]
Wu, Daxian [1 ]
Xu, Xiaowei [1 ]
Gao, Hainv [2 ]
Ouyang, Xiaoxi [1 ]
Xiao, Lanlan [1 ]
Zhou, Menghao [1 ]
Zhu, Danhua [1 ]
Li, Lanjuan [1 ]
机构
[1] Zhejiang Univ, Collaborat Innovat Ctr Diag & Treatment Infect Di, Natl Clin Res Ctr Infect Dis,Affiliated Hosp 1, State Key Lab Diag & Treatment Infect Dis,Coll Me, Hangzhou, Zhejiang, Peoples R China
[2] Shulan Hangzhou Hosp, Shulan Hlth, Hangzhou, Zhejiang, Peoples R China
关键词
IN-HOSPITAL MORTALITY; ACUTE DECOMPENSATION; RISK STRATIFICATION; CIRRHOTIC-PATIENTS; SURVIVAL; MODEL; ENCEPHALOPATHY; ASSOCIATION; MULTICENTER; VALIDATION;
D O I
10.1038/s41598-019-53029-0
中图分类号
O [数理科学和化学]; P [天文学、地球科学]; Q [生物科学]; N [自然科学总论];
学科分类号
07 ; 0710 ; 09 ;
摘要
Artificial liver support systems (ALSS) are widely used to treat patients with hepatitis B virus-related acute-on-chronic liver failure (HBV-ACLF). The aims of the present study were to investigate the subgroups of patients with HBV-ACLF who may benefit from ALSS therapy, and the relevant patient-specific factors. 489 ALSS-treated HBV-ACLF patients were enrolled, and served as derivation and validation cohorts for classification and regression tree (CART) analysis. CART analysis identified three factors prognostic of survival: hepatic encephalopathy (HE), prothrombin time (PT), and total bilirubin (TBil) level; and two distinct risk groups: low (28-day mortality 10.2-39.5%) and high risk (63.8-91.1%). The CART model showed that patients lacking HE and with a PT <= 27.8 s and a TBil level <= 455 mu mol/L experienced less 28-day mortality after ALSS therapy. For HBV-ACLF patients with HE and a PT > 27.8 s, mortality remained high after such therapy. Patients lacking HE with a PT <= 27.8 s and TBil level <= 455 mu mol/L may benefit markedly from ALSS therapy. For HBV-ACLF patients at high risk, unnecessary ALSS therapy should be avoided. The CART model is a novel user-friendly tool for screening HBV-ACLF patient eligibility for ALSS therapy, and will aid clinicians via ACLF risk stratification and therapeutic guidance.
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页数:10
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