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A prognostic model for development of significant liver fibrosis in HIV-hepatitis C co-infection

BACKGROUND: Liver fibrosis progresses rapidly in HIV-Hepatitis C virus (HCV) co-infected individuals partially due to heightened inflammation. Immune markers targeting stages of fibrogenesis could aid in prognosis of fibrosis. METHODS: A case-cohort study was nested in the prospective Canadian Co-in...

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Autores principales: Moqueet, Nasheed, Kanagaratham, Cynthia, Gill, M. John, Hull, Mark, Walmsley, Sharon, Radzioch, Danuta, Saeed, Sahar, Platt, Robert W., Klein, Marina B.
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Public Library of Science 2017
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5415136/
https://www.ncbi.nlm.nih.gov/pubmed/28467457
http://dx.doi.org/10.1371/journal.pone.0176282
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author Moqueet, Nasheed
Kanagaratham, Cynthia
Gill, M. John
Hull, Mark
Walmsley, Sharon
Radzioch, Danuta
Saeed, Sahar
Platt, Robert W.
Klein, Marina B.
author_facet Moqueet, Nasheed
Kanagaratham, Cynthia
Gill, M. John
Hull, Mark
Walmsley, Sharon
Radzioch, Danuta
Saeed, Sahar
Platt, Robert W.
Klein, Marina B.
author_sort Moqueet, Nasheed
collection PubMed
description BACKGROUND: Liver fibrosis progresses rapidly in HIV-Hepatitis C virus (HCV) co-infected individuals partially due to heightened inflammation. Immune markers targeting stages of fibrogenesis could aid in prognosis of fibrosis. METHODS: A case-cohort study was nested in the prospective Canadian Co-infection Cohort (n = 1119). HCV RNA positive individuals without fibrosis, end-stage liver disease or chronic Hepatitis B at baseline (n = 679) were eligible. A random subcohort (n = 236) was selected from those eligible. Pro-fibrogenic markers and Interferon Lambda (IFNL) rs8099917 genotype were measured from first available sample in all fibrosis cases (APRI ≥ 1.5 during follow-up) and the subcohort. We used Cox proportional hazards and compared Model 1 (selected clinical predictors only) to Model 2 (Model 1 plus selected markers) for predicting 3-year risk of liver fibrosis using weighted Harrell’s C and Net Reclassification Improvement indices. RESULTS: 113 individuals developed significant liver fibrosis over 1300 person-years (8.63 per 100 person-years 95% CI: 7.08, 10.60). Model 1 (age, sex, current alcohol use, HIV RNA, baseline APRI, HCV genotype) was nested in model 2, which also included IFNL genotype and IL-8, sICAM-1, RANTES, hsCRP, and sCD14. The C indexes (95% CI) for model 1 vs. model 2 were 0.720 (0.649, 0.791) and 0.756 (0.688, 0.825), respectively. Model 2 classified risk more appropriately (overall net reclassification improvement, p<0.05). CONCLUSIONS: Including IFNL genotype and inflammatory markers IL-8, sICAM-1, RANTES, hs-CRP, and sCD14 enabled better prediction of the 3-year risk of significant liver fibrosis over clinical predictors alone. Whether this modest improvement in prediction justifies their additional cost requires further cost-benefit analyses.
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spelling pubmed-54151362017-05-14 A prognostic model for development of significant liver fibrosis in HIV-hepatitis C co-infection Moqueet, Nasheed Kanagaratham, Cynthia Gill, M. John Hull, Mark Walmsley, Sharon Radzioch, Danuta Saeed, Sahar Platt, Robert W. Klein, Marina B. PLoS One Research Article BACKGROUND: Liver fibrosis progresses rapidly in HIV-Hepatitis C virus (HCV) co-infected individuals partially due to heightened inflammation. Immune markers targeting stages of fibrogenesis could aid in prognosis of fibrosis. METHODS: A case-cohort study was nested in the prospective Canadian Co-infection Cohort (n = 1119). HCV RNA positive individuals without fibrosis, end-stage liver disease or chronic Hepatitis B at baseline (n = 679) were eligible. A random subcohort (n = 236) was selected from those eligible. Pro-fibrogenic markers and Interferon Lambda (IFNL) rs8099917 genotype were measured from first available sample in all fibrosis cases (APRI ≥ 1.5 during follow-up) and the subcohort. We used Cox proportional hazards and compared Model 1 (selected clinical predictors only) to Model 2 (Model 1 plus selected markers) for predicting 3-year risk of liver fibrosis using weighted Harrell’s C and Net Reclassification Improvement indices. RESULTS: 113 individuals developed significant liver fibrosis over 1300 person-years (8.63 per 100 person-years 95% CI: 7.08, 10.60). Model 1 (age, sex, current alcohol use, HIV RNA, baseline APRI, HCV genotype) was nested in model 2, which also included IFNL genotype and IL-8, sICAM-1, RANTES, hsCRP, and sCD14. The C indexes (95% CI) for model 1 vs. model 2 were 0.720 (0.649, 0.791) and 0.756 (0.688, 0.825), respectively. Model 2 classified risk more appropriately (overall net reclassification improvement, p<0.05). CONCLUSIONS: Including IFNL genotype and inflammatory markers IL-8, sICAM-1, RANTES, hs-CRP, and sCD14 enabled better prediction of the 3-year risk of significant liver fibrosis over clinical predictors alone. Whether this modest improvement in prediction justifies their additional cost requires further cost-benefit analyses. Public Library of Science 2017-05-03 /pmc/articles/PMC5415136/ /pubmed/28467457 http://dx.doi.org/10.1371/journal.pone.0176282 Text en © 2017 Moqueet et al http://creativecommons.org/licenses/by/4.0/ This is an open access article distributed under the terms of the Creative Commons Attribution License (http://creativecommons.org/licenses/by/4.0/) , which permits unrestricted use, distribution, and reproduction in any medium, provided the original author and source are credited.
spellingShingle Research Article
Moqueet, Nasheed
Kanagaratham, Cynthia
Gill, M. John
Hull, Mark
Walmsley, Sharon
Radzioch, Danuta
Saeed, Sahar
Platt, Robert W.
Klein, Marina B.
A prognostic model for development of significant liver fibrosis in HIV-hepatitis C co-infection
title A prognostic model for development of significant liver fibrosis in HIV-hepatitis C co-infection
title_full A prognostic model for development of significant liver fibrosis in HIV-hepatitis C co-infection
title_fullStr A prognostic model for development of significant liver fibrosis in HIV-hepatitis C co-infection
title_full_unstemmed A prognostic model for development of significant liver fibrosis in HIV-hepatitis C co-infection
title_short A prognostic model for development of significant liver fibrosis in HIV-hepatitis C co-infection
title_sort prognostic model for development of significant liver fibrosis in hiv-hepatitis c co-infection
topic Research Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5415136/
https://www.ncbi.nlm.nih.gov/pubmed/28467457
http://dx.doi.org/10.1371/journal.pone.0176282
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