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Assay validation and clinical performance of chronic inflammatory and chemokine biomarkers of NASH fibrosis
Nonalcoholic steatohepatitis (NASH) is a chronic liver disease that can lead to cirrhosis, liver transplant, and even hepatocellular carcinoma. While liver biopsy remains the reference standard for disease diagnosis, analytical and clinical development of non-invasive soluble biomarkers of NASH are...
Autores principales: | , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Public Library of Science
2019
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6619600/ https://www.ncbi.nlm.nih.gov/pubmed/31291245 http://dx.doi.org/10.1371/journal.pone.0217263 |
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author | Kar, Sumit Paglialunga, Sabina Jaycox, Sharon H. Islam, Rafiqul Paredes, Angelo H. |
author_facet | Kar, Sumit Paglialunga, Sabina Jaycox, Sharon H. Islam, Rafiqul Paredes, Angelo H. |
author_sort | Kar, Sumit |
collection | PubMed |
description | Nonalcoholic steatohepatitis (NASH) is a chronic liver disease that can lead to cirrhosis, liver transplant, and even hepatocellular carcinoma. While liver biopsy remains the reference standard for disease diagnosis, analytical and clinical development of non-invasive soluble biomarkers of NASH are of great importance to advance the field. To this end, we performed analytical and clinical validation on a series of pro-inflammatory cytokines and chemokines implicated hepatic inflammation; IL-6, CRP, TNFα, MCP-1, MIP-1β, eotaxin, VCAM-1. Biomarker assays were validated for accuracy and precision. Clinical performance was evaluated in a random sample of 52 patients with biopsy-proven NAFLD/NASH. Patients were categorized into three groups according to their fibrosis stage; advanced (F3-F4), mild (F1-2) and no (F0) fibrosis. Serum IL-6 was increased in patients with advanced fibrosis (2.71 pg/mL; 1.26 pg/mL; 1.39 pg/mL p<0.01) compared to patients with mild or no fibrosis respectively. While, there was no significant difference noted in CRP, TNFα, MCP-1, MIP-1β, eotaxin among the three groups, VCAM-1 levels were increased by 55% (p<0.01) and 40% (p<0.05) in the advanced cohort compared to the mild and no fibrosis groups respectively. VCAM-1 also displayed good clinical performance as a biomarker of advanced fibrosis with an area under the receiver operating curve of 0.87. The VCAM-1 assay demonstrated robust accuracy and precision, and VCAM-1 outperformed IL-6, CRP, TNFα, and the chemokines MCP-1, MIP-1β, and eotaxin as a biomarker of advanced fibrosis in NASH. Addition of biomarkers such as IL-6 and VCAM-1 to panels may yield increased sensitivity and specificity for staging of NASH. |
format | Online Article Text |
id | pubmed-6619600 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2019 |
publisher | Public Library of Science |
record_format | MEDLINE/PubMed |
spelling | pubmed-66196002019-07-25 Assay validation and clinical performance of chronic inflammatory and chemokine biomarkers of NASH fibrosis Kar, Sumit Paglialunga, Sabina Jaycox, Sharon H. Islam, Rafiqul Paredes, Angelo H. PLoS One Research Article Nonalcoholic steatohepatitis (NASH) is a chronic liver disease that can lead to cirrhosis, liver transplant, and even hepatocellular carcinoma. While liver biopsy remains the reference standard for disease diagnosis, analytical and clinical development of non-invasive soluble biomarkers of NASH are of great importance to advance the field. To this end, we performed analytical and clinical validation on a series of pro-inflammatory cytokines and chemokines implicated hepatic inflammation; IL-6, CRP, TNFα, MCP-1, MIP-1β, eotaxin, VCAM-1. Biomarker assays were validated for accuracy and precision. Clinical performance was evaluated in a random sample of 52 patients with biopsy-proven NAFLD/NASH. Patients were categorized into three groups according to their fibrosis stage; advanced (F3-F4), mild (F1-2) and no (F0) fibrosis. Serum IL-6 was increased in patients with advanced fibrosis (2.71 pg/mL; 1.26 pg/mL; 1.39 pg/mL p<0.01) compared to patients with mild or no fibrosis respectively. While, there was no significant difference noted in CRP, TNFα, MCP-1, MIP-1β, eotaxin among the three groups, VCAM-1 levels were increased by 55% (p<0.01) and 40% (p<0.05) in the advanced cohort compared to the mild and no fibrosis groups respectively. VCAM-1 also displayed good clinical performance as a biomarker of advanced fibrosis with an area under the receiver operating curve of 0.87. The VCAM-1 assay demonstrated robust accuracy and precision, and VCAM-1 outperformed IL-6, CRP, TNFα, and the chemokines MCP-1, MIP-1β, and eotaxin as a biomarker of advanced fibrosis in NASH. Addition of biomarkers such as IL-6 and VCAM-1 to panels may yield increased sensitivity and specificity for staging of NASH. Public Library of Science 2019-07-10 /pmc/articles/PMC6619600/ /pubmed/31291245 http://dx.doi.org/10.1371/journal.pone.0217263 Text en https://creativecommons.org/publicdomain/zero/1.0/ This is an open access article, free of all copyright, and may be freely reproduced, distributed, transmitted, modified, built upon, or otherwise used by anyone for any lawful purpose. The work is made available under the Creative Commons CC0 (https://creativecommons.org/publicdomain/zero/1.0/) public domain dedication. |
spellingShingle | Research Article Kar, Sumit Paglialunga, Sabina Jaycox, Sharon H. Islam, Rafiqul Paredes, Angelo H. Assay validation and clinical performance of chronic inflammatory and chemokine biomarkers of NASH fibrosis |
title | Assay validation and clinical performance of chronic inflammatory and chemokine biomarkers of NASH fibrosis |
title_full | Assay validation and clinical performance of chronic inflammatory and chemokine biomarkers of NASH fibrosis |
title_fullStr | Assay validation and clinical performance of chronic inflammatory and chemokine biomarkers of NASH fibrosis |
title_full_unstemmed | Assay validation and clinical performance of chronic inflammatory and chemokine biomarkers of NASH fibrosis |
title_short | Assay validation and clinical performance of chronic inflammatory and chemokine biomarkers of NASH fibrosis |
title_sort | assay validation and clinical performance of chronic inflammatory and chemokine biomarkers of nash fibrosis |
topic | Research Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6619600/ https://www.ncbi.nlm.nih.gov/pubmed/31291245 http://dx.doi.org/10.1371/journal.pone.0217263 |
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