Showing posts with label Markov model. Show all posts
Showing posts with label Markov model. Show all posts

November 21, 2013

HCC screening in patients with compensated HCV-related cirrhosis aware of their HCV-status improves survival: A modeling approach

Hepatology

Accepted Article (Accepted, unedited articles published online and citable. The final edited and typeset version of record will appear in future.)

Original Article

Abbas Mourad1,2, Sylvie Deuffic-Burban1,2,*, Nathalie Ganne-Carrié3, Thibaud Renaut-Vantroys4, Isabelle Rosa5, Anne-Marie Bouvier6, Guy Launoy7, Stephane Cattan4, Alexandre Louvet1,4, Sébastien Dharancy1,4, Jean-Claude Trinchet3,  Yazdan Yazdanpanah2,8, Philippe Mathurin1,4,*

DOI: 10.1002/hep.26944

Copyright © 2013 American Association for the Study of Liver Diseases

Publication History
Accepted manuscript online: 21 NOV 2013 02:20AM EST
Manuscript Accepted: 18 NOV 2013
Manuscript Revised: 31 OCT 2013
Manuscript Received: 9 JUN 2013

Keywords: Lead-time bias;  Life expectancy;  Liver cancer;  Markov model

Abstract

Because of the ongoing debate on the benefit of ultrasound (US) screening for HCC, we assessed the impact of screening on HCV-related compensated cirrhosis aware of their HCV status. A Markov model simulated progression from HCC diagnosis to death in 700 patients with HCV-related compensated cirrhosis aware of their HCV status to estimate life expectancy (LE) and cumulative death at 5 years. Five scenarios were compared: S1, no screening; S2, screening by currently existing practices (57% access and effectiveness leading to the diagnosis of 42% at stage BCLC-0/A); S3, S2 with increased access (97%); S4, S2 with an efficacy of screening close to that achieved in a randomized controlled trial leading to the diagnosis of 87% of patients at stage BCLC-0/A; S5, S3+S4. The analysis was corrected for lead-time bias. Currently existing practices of HCC screening increased LE by 11 months and reduced HCC mortality at 5 years by 6% compared to no screening (P=0.0013). Compared to current screening practices we found that: a) increasing the rate of access to screening would increase the LE by 7 months and reduced HCC mortality at 5 years by 5% (P= 0.045); b) optimal screening would increase the LE by 14 months and reduced HCC mortality at 5 years by 9% (P=0.0002); c) combination of an increased rate of access and optimal effectiveness of HCC screening would increase the LE by 31 months and decreased HCC mortality at 5 years by 20% (P<0.001). Conclusion: The present study shows that US screening for HCC in patients with compensated HCV-related cirrhosis aware of their HCV status improves survival and emphasizes the crucial role of screening effectiveness. (Hepatology 2013;)

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October 15, 2013

Impact of emerging hepatitis C virus treatments on future needs for liver transplantation in France: A modelling approach

Dig Liver Dis. 2013 Oct 9. pii: S1590-8658(13)00422-2. doi: 10.1016/j.dld.2013.08.137. [Epub ahead of print]

Deuffic-Burban S, Mathurin P, Rosa I, Bouvier AM, Cannesson A, Mourad A, Canva V, Louvet A, Deltenre P, Boleslawski E, Truant S, Pruvot FR, Dharancy S.

Inserm U995, University of Lille Nord de France, Lille, France; Inserm ATIP-AVENIR, Denis Diderot University, Paris, France.

Abstract

BACKGROUND: In light of the impact of emerging hepatitis C virus treatments on morbidity and mortality, we sought to determine whether candidates for liver transplantation for hepatocellular carcinoma and decompensated cirrhosis will decrease sufficiently to match liver grafts for hepatitis C virus-infected patients.

AIMS: Using a Markov model, we quantified future liver graft needs for hepatitis C virus-induced diseases and estimated the impact of current and emerging treatments.

METHODS: We simulated progression of yearly-hepatitis-C-virus-infected cohorts from the beginning of the epidemic and calculated 2013-2022 candidates for liver transplantation up until 2022 without and with therapies. We compared these estimated numbers to projected trends in liver grafts for hepatitis C virus.

RESULTS: Overall, current treatment would avoid transplantation of 4425 (4183-4684) potential candidates during the period 2013-2022. It would enable an 88% and 42% reduction in the gap between liver transplantation activity and candidates for hepatocellular carcinoma and decompensated cirrhosis, respectively. Emerging hepatitis C virus treatments would allow adequacy in transplant activities for hepatocellular carcinoma. However, they would not lead to adequacy in decompensated cirrhosis from 2013 to 2022. Results were robust to sensitivity analysis.

CONCLUSION: Our study indicates that patients will benefit from public health policies regarding hepatitis C virus screening and therapeutic access to new emerging treatments.

Copyright © 2013 Editrice Gastroenterologica Italiana S.r.l. Published by Elsevier Ltd. All rights reserved.

KEYWORDS: Direct-acting antiviral agents, HCV epidemic, Liver graft allocation, Markov model, Multi-organ procurement

PMID: 24119483 [PubMed - as supplied by publisher]

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