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Artificial liver support system therapy in acute-on-chronic hepatitis B liver failure: Classification and regression tree analysis
- Source :
- Scientific Reports, Scientific Reports, Vol 9, Iss 1, Pp 1-10 (2019)
- Publication Year :
- 2019
- Publisher :
- Nature Publishing Group UK, 2019.
-
Abstract
- 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 μmol/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 μmol/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.
- Subjects :
- Cart
Male
medicine.medical_specialty
Hepatitis B virus
Bilirubin
lcsh:Medicine
Risk Assessment
Article
Cohort Studies
03 medical and health sciences
chemistry.chemical_compound
0302 clinical medicine
Hepatitis B, Chronic
Liver Function Tests
Internal medicine
Medicine
Humans
Derivation
lcsh:Science
Hepatic encephalopathy
Prothrombin time
Multidisciplinary
medicine.diagnostic_test
business.industry
lcsh:R
Acute-On-Chronic Liver Failure
Hepatitis B
Middle Aged
medicine.disease
Prognosis
Liver, Artificial
Experimental models of disease
Survival Rate
chemistry
030220 oncology & carcinogenesis
Hepatic Encephalopathy
Prothrombin Time
Regression Analysis
lcsh:Q
030211 gastroenterology & hepatology
Support system
Female
business
TBIL
Follow-Up Studies
Subjects
Details
- Language :
- English
- ISSN :
- 20452322
- Volume :
- 9
- Database :
- OpenAIRE
- Journal :
- Scientific Reports
- Accession number :
- edsair.doi.dedup.....42cfa5b7e07a0fc35a3144bf4d5c50db