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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...
Autores principales: | , , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Public Library of Science
2017
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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. |
format | Online Article Text |
id | pubmed-5415136 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2017 |
publisher | Public Library of Science |
record_format | MEDLINE/PubMed |
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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