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Association between Immunologic Markers and Cirrhosis in Individuals from a Prospective Chronic Hepatitis C Cohort
SIMPLE SUMMARY: To date: no prospective cohort studies have been used to investigate the role of circulating immunologic markers as they relate to the progression of liver disease in those chronically infected with hepatitis C (HCV). Using data/samples from a prospective cohort of chronically HCV-in...
Autores principales: | , , , , , , , , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
MDPI
2022
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9657502/ https://www.ncbi.nlm.nih.gov/pubmed/36358697 http://dx.doi.org/10.3390/cancers14215280 |
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author | Argirion, Ilona Brown, Jalen Jackson, Sarah Pfeiffer, Ruth M. Lam, Tram Kim O’Brien, Thomas R. Yu, Kelly J. McGlynn, Katherine A. Petrick, Jessica L. Pinto, Ligia A. Chen, Chien-Jen Hildesheim, Allan Yang, Hwai-I Lee, Mei-Hsuan Koshiol, Jill |
author_facet | Argirion, Ilona Brown, Jalen Jackson, Sarah Pfeiffer, Ruth M. Lam, Tram Kim O’Brien, Thomas R. Yu, Kelly J. McGlynn, Katherine A. Petrick, Jessica L. Pinto, Ligia A. Chen, Chien-Jen Hildesheim, Allan Yang, Hwai-I Lee, Mei-Hsuan Koshiol, Jill |
author_sort | Argirion, Ilona |
collection | PubMed |
description | SIMPLE SUMMARY: To date: no prospective cohort studies have been used to investigate the role of circulating immunologic markers as they relate to the progression of liver disease in those chronically infected with hepatitis C (HCV). Using data/samples from a prospective cohort of chronically HCV-infected individuals, we sampled 68 individuals who developed cirrhosis, 91 controls who did not develop cirrhosis, and 94 individuals who developed hepatocellular carcinoma (HCC). Using baseline plasma, we examined levels of 102 markers in individuals who developed cirrhosis vs. controls and those who developed HCC vs. cirrhosis. The findings from this study highlight the important role of immunological markers in predicting HCV-related cirrhosis. ABSTRACT: Background: Chronic hepatitis C virus (HCV) infection can affect immune response and inflammatory pathways, leading to severe liver diseases such as cirrhosis and hepatocellular carcinoma (HCC). Methods: In a prospective cohort of chronically HCV-infected individuals, we sampled 68 individuals who developed cirrhosis, 91 controls who did not develop cirrhosis, and 94 individuals who developed HCC. Unconditional odds ratios (ORs) from polytomous logistic regression models and canonical discriminant analyses (CDAs) were used to compare categorical (C) baseline plasma levels for 102 markers in individuals who developed cirrhosis vs. controls and those who developed HCC vs. cirrhosis. Leave-one-out cross validation was used to produce receiver operating characteristic curves to assess predictive ability of markers. Lastly, biological pathways were assessed in association with cirrhotic development compared to controls. Results: After multivariable adjustment, DEFA-1 (OR: C2v.C1 = 7.73; p < 0.0001), ITGAM (OR: C2v.C1 = 4.03; p = 0.0002), SCF (OR: C4v.C1 = 0.19; p-trend = 0.0001), and CCL11 (OR: C4v.C1 = 0.31; p-trend= 0.002) were all associated with development of cirrhosis compared to controls; these markers, together with clinical/demographics variables, improved prediction of cirrhosis from 55.7% (in clinical/demographic-only model) to 74.9% accuracy. A twelve-marker model based on CDA results further increased prediction of cirrhosis to 88.0%. While six biological pathways were found to be associated with cirrhosis, cell adhesion was the only pathway associated with cirrhosis after Bonferroni correction. In contrast to cirrhosis, DEFA-1 and ITGAM levels were inversely associated with HCC risk. Conclusions: Pending validation, these findings highlight the important role of immunological markers in predicting HCV-related cirrhosis even 11 years post-enrollment. |
format | Online Article Text |
id | pubmed-9657502 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2022 |
publisher | MDPI |
record_format | MEDLINE/PubMed |
spelling | pubmed-96575022022-11-15 Association between Immunologic Markers and Cirrhosis in Individuals from a Prospective Chronic Hepatitis C Cohort Argirion, Ilona Brown, Jalen Jackson, Sarah Pfeiffer, Ruth M. Lam, Tram Kim O’Brien, Thomas R. Yu, Kelly J. McGlynn, Katherine A. Petrick, Jessica L. Pinto, Ligia A. Chen, Chien-Jen Hildesheim, Allan Yang, Hwai-I Lee, Mei-Hsuan Koshiol, Jill Cancers (Basel) Article SIMPLE SUMMARY: To date: no prospective cohort studies have been used to investigate the role of circulating immunologic markers as they relate to the progression of liver disease in those chronically infected with hepatitis C (HCV). Using data/samples from a prospective cohort of chronically HCV-infected individuals, we sampled 68 individuals who developed cirrhosis, 91 controls who did not develop cirrhosis, and 94 individuals who developed hepatocellular carcinoma (HCC). Using baseline plasma, we examined levels of 102 markers in individuals who developed cirrhosis vs. controls and those who developed HCC vs. cirrhosis. The findings from this study highlight the important role of immunological markers in predicting HCV-related cirrhosis. ABSTRACT: Background: Chronic hepatitis C virus (HCV) infection can affect immune response and inflammatory pathways, leading to severe liver diseases such as cirrhosis and hepatocellular carcinoma (HCC). Methods: In a prospective cohort of chronically HCV-infected individuals, we sampled 68 individuals who developed cirrhosis, 91 controls who did not develop cirrhosis, and 94 individuals who developed HCC. Unconditional odds ratios (ORs) from polytomous logistic regression models and canonical discriminant analyses (CDAs) were used to compare categorical (C) baseline plasma levels for 102 markers in individuals who developed cirrhosis vs. controls and those who developed HCC vs. cirrhosis. Leave-one-out cross validation was used to produce receiver operating characteristic curves to assess predictive ability of markers. Lastly, biological pathways were assessed in association with cirrhotic development compared to controls. Results: After multivariable adjustment, DEFA-1 (OR: C2v.C1 = 7.73; p < 0.0001), ITGAM (OR: C2v.C1 = 4.03; p = 0.0002), SCF (OR: C4v.C1 = 0.19; p-trend = 0.0001), and CCL11 (OR: C4v.C1 = 0.31; p-trend= 0.002) were all associated with development of cirrhosis compared to controls; these markers, together with clinical/demographics variables, improved prediction of cirrhosis from 55.7% (in clinical/demographic-only model) to 74.9% accuracy. A twelve-marker model based on CDA results further increased prediction of cirrhosis to 88.0%. While six biological pathways were found to be associated with cirrhosis, cell adhesion was the only pathway associated with cirrhosis after Bonferroni correction. In contrast to cirrhosis, DEFA-1 and ITGAM levels were inversely associated with HCC risk. Conclusions: Pending validation, these findings highlight the important role of immunological markers in predicting HCV-related cirrhosis even 11 years post-enrollment. MDPI 2022-10-27 /pmc/articles/PMC9657502/ /pubmed/36358697 http://dx.doi.org/10.3390/cancers14215280 Text en © 2022 by the authors. https://creativecommons.org/licenses/by/4.0/Licensee MDPI, Basel, Switzerland. This article is an open access article distributed under the terms and conditions of the Creative Commons Attribution (CC BY) license (https://creativecommons.org/licenses/by/4.0/). |
spellingShingle | Article Argirion, Ilona Brown, Jalen Jackson, Sarah Pfeiffer, Ruth M. Lam, Tram Kim O’Brien, Thomas R. Yu, Kelly J. McGlynn, Katherine A. Petrick, Jessica L. Pinto, Ligia A. Chen, Chien-Jen Hildesheim, Allan Yang, Hwai-I Lee, Mei-Hsuan Koshiol, Jill Association between Immunologic Markers and Cirrhosis in Individuals from a Prospective Chronic Hepatitis C Cohort |
title | Association between Immunologic Markers and Cirrhosis in Individuals from a Prospective Chronic Hepatitis C Cohort |
title_full | Association between Immunologic Markers and Cirrhosis in Individuals from a Prospective Chronic Hepatitis C Cohort |
title_fullStr | Association between Immunologic Markers and Cirrhosis in Individuals from a Prospective Chronic Hepatitis C Cohort |
title_full_unstemmed | Association between Immunologic Markers and Cirrhosis in Individuals from a Prospective Chronic Hepatitis C Cohort |
title_short | Association between Immunologic Markers and Cirrhosis in Individuals from a Prospective Chronic Hepatitis C Cohort |
title_sort | association between immunologic markers and cirrhosis in individuals from a prospective chronic hepatitis c cohort |
topic | Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9657502/ https://www.ncbi.nlm.nih.gov/pubmed/36358697 http://dx.doi.org/10.3390/cancers14215280 |
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