Dataset Information

Transcriptome profiles of liver biopsy tissues from sever alcoholic hepatitis patients (derivation cohort)

ABSTRACT: Corticosteroids are the current standard of care to improve short-term mortality in severe alcoholic hepatitis (AH), although nearly 40% of the patients do not respond and accurate pre-treatment predictors are lacking. We developed 123-gene prognostic score based on molecular and clinical variables before initiation of corticosteroids. Furthermore, The gene signature was implemented in an FDA-approved platform (NanoString), and verified for technical validity and prognostic capability. Here we demonstrated that a Nanostring-based gene expressoin risk classificatoin is useful to predict mortality in patients with severe alcoholic hepatitis who were treated by corticosteroid

ORGANISM(S): Homo sapiens

PROVIDER: GSE94397 | GEO | 2018/02/18

REPOSITORIES: GEO

ACCESS DATA

Dataset's files

Source:

			Action	DRS
		Other

Items per page:

1 - 1 of 1

Similar Datasets

Project description:Importance: Severe alcoholic hepatitis (AH) is a highly lethal disease with a 3-month mortality up to 50%. Corticosteroids are the current standard of care although nearly 40% of the patients do not respond and accurate pre-treatment predictors of survival are lacking. Objective: To develop a prognostic score based on molecular and clinical variables before initiation of corticosteroids. Design, Setting, and Participants: Gene expression profiling of fixed liver biopsy obtained for diagnosis of severe AH assessed in 3 independent cohorts (1 prospective cohort for prognostic gene signature and integrative score derivation, and 2 retrospective cohorts for validation). Samples were obtained from 4 European and 1 US medical centers between July 2006 and February 2015. Exposures: Biopsy proven severe AH patients treated with corticosteroids. Main Outcome Measures: Identification of a gene signature combined with a validated clinical index to develop an integrative prognostic score of survival without death or liver transplantation in a derivation cohort (n=71). Prognostic performance of the score was validated in an independent multi-center validation cohort 1 (n=48). Finally, the score was implemented in an FDA-approved clinical diagnostic platform (NanoString) and tested in another independent validation cohort 2 (n=20). Results: A prognostic score, integrating a 123-gene signature and the model for end-stage liver disease (gs-MELD score), was defined in the derivation cohort, in which poor- and good-prognosis patients were discriminated with a cut-off value of 2.66 at 3 months (event-free survival rates of 32% vs. 76%, respectively, p<.001) and 6 months (26% vs. 65%, respectively, p<.001). In the validation cohort 1, the score similarly discriminated poor- and good-prognosis patients at 3 months (43%, [95% CI, 26%-70%] vs. 96% [95% CI, 89%-100%], respectively, p<.001, c-index of 0.83 [95% CI, 0.66-0.99]) and 6 months (34% [95% CI, 18%-61%] vs 84% [95% CI, 72%-100%], respectively, p<.001, c-index of 0.80 [95% CI, 0.66-0.94]), and outperformed other existing clinical indices. The NanoString-based gs-MELD score remained predictive of 3- (p=.03) and 6-month (p=.009) even-free survival in the validation cohort 2. Conclusion and Relevance: The gs-MELD score, incorporating clinically applicable gene signature test and the MELD score, enables pre-treatment survival prediction in severe AH patients.

Project description:BACKGROUND: Alcohol-related liver disease ranges from silent alcoholic steatohepatitis (sASH), an asymptomatic and compensated phenotype, to life- threatening alcoholic hepatitis (AH). A systematic comparative study of the clinical, histological and molecular features of these subtypes is lacking. METHODS : Two large cohorts of patients were recruited in an international, observational multi-center study: a retrospective cohort of patients with sASH (n=110) and a prospective cohort of patients with AH (two subgroups with n=121 and 104). sASH and AH were compared by doing clinical, analytical, immunohistochemistry and hepatic RNA microarray analysis. FINDINGS: Age and mean alcohol intake were similar in patients with sASH vs AH. AH showed lower mean arterial pressure than sASH. AH patients had greater aspartate amino transferase/alanine amino transferase ratio and lower gamma- glutamyl transferase levels than AH. Individuals with AH demonstrated profound liver failure, lower blood pressure and increased mortality. Histologically, the grade of steatosis, ballooning and pericellular fibrosis were similar in both groups, while advanced fibrosis, Mallory-Denk bodies, bilirubinostasis, severe neutrophil infiltration and progenitor cell expansion were more frequent among AH patients. One-year mortality was 10% in sASH and 50% in AH. Transcriptome analysis revealed a profound gene dysregulation within both phenotypes when compare to controls. Globally, AH patients exhibited changes in 4,921 genes, while the number of dysregulated genes in sASH patients was less pronounced -1,327-. While sASH was characterized by deregulated expression of genes involved in matrisome and immune response, the development of AH resulted in a marked deregulation of genes involved in hepatocyte reprogramming and bile acid metabolism. INTERPRETATION: Despite comparable daily alcohol intake, AH patients presented with worse liver function and hemodynamic status compared to sASH. Bilirubinostasis, severe fibrosis and progenitor cell expansion were prominent features of AH. AH patients exhibited a more profound deregulation of gene expression compared to sASH.

Dataset Information

Transcriptome profiles of liver biopsy tissues from sever alcoholic hepatitis patients (derivation cohort)

Dataset's files

Similar Datasets

OmicsDI is part of the ELIXIR infrastructure

Tweets