Artificial liver support system therapy in acute-on-chronic hepatitis B liver failure: Classification and regression tree analysis.
Acute-On-Chronic Liver Failure
/ etiology
Bilirubin
/ metabolism
Cohort Studies
Female
Follow-Up Studies
Hepatic Encephalopathy
/ diagnosis
Hepatitis B virus
/ isolation & purification
Hepatitis B, Chronic
/ complications
Humans
Liver Function Tests
Liver, Artificial
/ statistics & numerical data
Male
Middle Aged
Prognosis
Prothrombin Time
/ statistics & numerical data
Regression Analysis
Risk Assessment
/ methods
Survival Rate
Journal
Scientific reports
ISSN: 2045-2322
Titre abrégé: Sci Rep
Pays: England
ID NLM: 101563288
Informations de publication
Date de publication:
11 11 2019
11 11 2019
Historique:
received:
18
01
2019
accepted:
28
10
2019
entrez:
13
11
2019
pubmed:
13
11
2019
medline:
13
11
2020
Statut:
epublish
Résumé
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.
Identifiants
pubmed: 31712684
doi: 10.1038/s41598-019-53029-0
pii: 10.1038/s41598-019-53029-0
pmc: PMC6848208
doi:
Substances chimiques
Bilirubin
RFM9X3LJ49
Types de publication
Journal Article
Research Support, Non-U.S. Gov't
Langues
eng
Sous-ensembles de citation
IM
Pagination
16462Subventions
Organisme : NIAAA NIH HHS
ID : K01 AA020102
Pays : United States
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