PLoS ONE · 2015 · 10 citations · 42 references
PharmacyInfectious DiseasesMolecular MedicineGene ExpressionTranscriptomicsVirologyAntiviral TherapyChronic Liver DiseaseInterferon-based TherapyLiver DiseaseViral HepatitisViral Hepatitis TreatmentChronic Viral HepatitisDirect-acting Antiviral AgentsHepatitis C InfectionHepatitis C Virus GenotypeInterferon Alfa TherapyPegylated Interferon AlfaRibavirin TherapyRibavirin-based Regimens
Although, the treatment of chronic hepatitis C (CHC) greatly improved with the use of direct antiviral agents, pegylated-interferon (PEG-IFN) plus ribavirin remains an option for many patients, worldwide. The intra-hepatic level of expression of interferon stimulated genes (ISGs) and the rs12979860 CC genotype located within IFNL3 have been associated with sustained virological response (SVR), in patients with CHC. The aim of the study was to identify micro-RNAs associated with SVR and to build an accurate signature to predict SVR. Pre-treatment liver biopsies from 111 patients, treated with PEG-IFN plus ribavirin, were studied. Fifty-seven patients had SVR, 36 non-response (NR) and 18 relapse (RR). The expression of 851 human miRNAs and 30 selected mRNAs, including ISGs, was assessed by RT-qPCR. In the first group of patients (screen), 20 miRNAs out of the 851 studied were deregulated between NRs and SVRs. From the 4 miRNAs validated (mir-23a, mir-181a*, mir-217 and mir-99a), in the second group of patients (validation), 3 (mir-23a, mir-181a* and mir-99a) were down-regulated in NRs as compared to SVRs. The ISGs, studied, were accumulated in SVRs and IFNL3 rs12979860 CT/TT carriers compared respectively to NRs and CC carriers. Combining, clinical data together with the expression of selected genes and micro-RNAs, we identified a signature (IFI35, mir-99a and HCV genotype) to predict SVR (AUC:0.876) with a positive predictive value of 86.54% with high sensibility (80%) and specificity (80.4%). This signature may help to characterize patients with low chance to respond to PEG-IFN/ribavirin and to elucidate mechanisms of NR.
42
An Algorithm for the Grading of Activity in Chronic Hepatitis C
Pierre Bédossa, Thierry Poynard · Hepatology · 1996 · 4K citations · Full text
Genetic variation in IL28B predicts hepatitis C treatment-induced viral clearance
Dongliang Ge, Jacques Fellay, Alexander Thompson et al. · Nature · 2009 · 3.5K citations · Full text
Life Sciences, Genetics, Immunology +13
Internal validation of predictive models
Ewout W. Steyerberg, Frank E. Harrell, Gerard Borsboom et al. · Journal of Clinical Epidemiology · 2001 · 2.6K citations
Modulation of Hepatitis C Virus RNA Abundance by a Liver-Specific MicroRNA
Catherine L. Jopling, MinKyung Yi, Alissa M. Lancaster et al. · Science · 2005 · 2.5K citations
Treatment of HCV Infection by Targeting MicroRNA
Harry L.A. Janssen, Hendrik W. Reesink, Eric Lawitz et al. · New England Journal of Medicine · 2013 · 2.2K citations · Full text