Combination of Gene Expression Signature and Model for End-Stage Liver Disease Score Predicts Survival of Patients With Severe Alcoholic Hepatitis

被引:50
作者
Trepo, Eric [1 ,2 ]
Goossens, Nicolas [3 ,4 ]
Fujiwara, Naoto [3 ]
Song, Won-Min [3 ,5 ]
Colaprico, Antonio [6 ,7 ]
Marot, Astrid [8 ]
Spahr, Laurent [4 ]
Demetter, Pieter [9 ]
Sempoux, Christine [10 ]
Im, Gene Y. [11 ]
Saldarriaga, Joan [10 ]
Gustot, Thierry [1 ,2 ]
Deviere, Jacques [1 ,2 ]
Thung, Swan N. [12 ,13 ,14 ]
Minsart, Charlotte [2 ]
Serste, Thomas [1 ,15 ]
Bontempi, Gianluca [6 ,7 ]
Abdelrahman, Karim [8 ]
Henrion, Jean [16 ]
Degre, Delphine [1 ,2 ]
Lucidi, Valerio [17 ]
Rubbia-Brandt, Laura [18 ]
Nair, Venugopalan D. [19 ]
Moreno, Christophe [1 ]
Deltenre, Pierre [1 ,8 ,16 ]
Hoshida, Yujin [3 ]
Franchimont, Denis [1 ,2 ]
机构
[1] Univ Libre Bruxelles, CUB Hop Erasme, Dept Gastroenterol Hepatopancreatol & Digest Onco, Brussels, Belgium
[2] Univ Libre Bruxelles, Lab Expt Gastroenterol, Brussels, Belgium
[3] Icahn Sch Med Mt Sinai, Tisch Canc Inst, Dept Med, Div Liver Dis, New York, NY 10029 USA
[4] Univ Hosp Geneva, Div Gastroenterol & Hepatol, Geneva, Switzerland
[5] Icahn Sch Med Mt Sinai, Dept Genet & Genom Sci, New York, NY 10029 USA
[6] Interuniv Inst Bioinformat Brussels IB2, Brussels, Belgium
[7] Univ Libre Bruxelles, Dept Informat, MLG, Brussels, Belgium
[8] Univ Lausanne, Ctr Hosp Univ Vaudois, Div Gastroenterol & Hepatol, Lausanne, Switzerland
[9] Univ Libre Bruxelles, CUB Hop Erasme, Dept Pathol, Brussels, Belgium
[10] Univ Lausanne Hosp, Inst Pathol, Serv Clin Pathol, Lausanne, Switzerland
[11] Icahn Sch Med Mt Sinai, Dept Med, Div Liver Dis, Recanati Miller Transplantat Inst, New York, NY 10029 USA
[12] Icahn Sch Med Mt Sinai, Tisch Canc Inst, Recanati Miller Transplantat Inst,Div Liver Dis, Mt Sinai Liver Canc Program,Dept Med,Dept Pathol, New York, NY 10029 USA
[13] Icahn Sch Med Mt Sinai, Tisch Canc Inst, Recanati Miller Transplantat Inst,Div Hematol, Mt Sinai Liver Canc Program,Dept Med,Dept Pathol, New York, NY 10029 USA
[14] Icahn Sch Med Mt Sinai, Tisch Canc Inst, Recanati Miller Transplantat Inst,Div Med Oncol, Mt Sinai Liver Canc Program,Dept Med,Dept Pathol, New York, NY 10029 USA
[15] Ctr Hosp Univ St Pierre, Dept Hepatogastroenterol, Brussels, Belgium
[16] Hop Jolimont, Serv Hepatogastroenterol, Haine St Paul, Belgium
[17] Univ Libre Bruxelles, Ctr Chirurg Hepatobiliaire, Hop Erasme, Dept Abdominal Surg, Brussels, Belgium
[18] Univ Hosp Geneva, Div Pathol, Geneva, Switzerland
[19] Icahn Sch Med Mt Sinai, Dept Neurol, New York, NY 10029 USA
关键词
MELD; Transcription; Ethanol; Cirrhosis; TRANSCRIPTOME ANALYSIS; SHORT-TERM; TRANSPLANTATION; PENTOXIFYLLINE; PREDNISOLONE; VALIDATION; PREVENTION; PROGNOSIS; MORTALITY; CIRRHOSIS;
D O I
10.1053/j.gastro.2017.10.048
中图分类号
R57 [消化系及腹部疾病];
学科分类号
摘要
BACKGROUND & AIMS: Patients with severe alcoholic hepatitis (AH) have a high risk of death within 90 days. Corticosteroids, which can cause severe adverse events, are the only treatment that increases short-term survival. It is a challenge to predict outcomes of patients with severe AH. Therefore, we developed a scoring system to predict patient survival, integrating baseline molecular and clinical variables. METHODS: We obtained fixed liver biopsy samples from 71 consecutive patients diagnosed with severe AH and treated with corticosteroids from July 2006 through December 2013 in Brussels, Belgium (derivation cohort). Gene expression patterns were analyzed by microarrays and clinical data were collected for 180 days. We identified gene expression signatures and clinical data that are associated with survival without liver transplantation at 90 and 180 days after initiation of corticosteroid therapy. Findings were validated using liver biopsies from 48 consecutive patients with severe AH treated with corticosteroids, collected from March 2010 through February 2015 at hospitals in Belgium and Switzerland (validation cohort 1) and in liver biopsies from 20 patients (9 received corticosteroid treatment), collected from January 2012 through May 2015 in the United States (validation cohort 2). RESULTS: We integrated data on expression patterns of 123 genes and the model for end-stage liver disease (MELD) scores to assign patients to groups with poor survival (29% survived 90 days and 26% survived 180 days) and good survival (76% survived 90 days and 65% survived 180 days) (P < .001) in the derivation cohort. We named this assignment system the gene signatureMELD (gs-MELD) score. In validation cohort 1, the gs-MELD score discriminated patients with poor survival (43% survived 90 days) from those with good survival (96% survived 90 days) (P < .001). The gs-MELD score also discriminated between patients with a poor survival at 180 days (34% survived) and a good survival at 180 days (84% survived) (P < .001). The time-dependent area under the receiver operator characteristic curve for the score was 0.86 (95% confidence interval 0.730.99) for survival at 90 days, and 0.83 (95% confidence interval 0.71-0.96) for survival at 180 days. This score outperformed other clinical models to predict survival of patients with severe AH in validation cohort 1. In validation cohort 2, the gs-MELD discriminated patients with a poor survival at 90 days (12% survived) from those with a good survival at 90 days (100%) (P < .001). CONCLUSIONS: We integrated data on baseline liver gene expression pattern and the MELD score to create the gs-MELD scoring system, which identifies patients with severe AH, treated or not with corticosteroids, most and least likely to survive for 90 and 180 days.
引用
收藏
页码:965 / 975
页数:11
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