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Dynamics of PBMC gene expression in hepatitis C virus genotype 1-infected patients during combined peginterferon/ribavirin therapy
Hepatitis C virus (HCV) can replicate in peripheral blood mononuclear cells (PBMCs), which can produce interferon to defend against virus infection. We hypothesized that dynamic gene expression in PBMCs might impact the treatment efficacy of peginterferon/ribavirin in HCV patients. PBMCs were collec...
Autores principales: | , , , , , , , , , , , , , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Impact Journals LLC
2016
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5308654/ https://www.ncbi.nlm.nih.gov/pubmed/27542257 http://dx.doi.org/10.18632/oncotarget.11348 |
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author | Lu, Ming-Ying Huang, Ching-I Hsieh, Ming-Yen Hsieh, Tusty-Juan Hsi, Edward Tsai, Pei-Chien Tsai, Yi-Shan Lin, Ching-Chih Hsieh, Meng-Hsuan Liang, Po-Cheng Lin, Yi-Hung Hou, Nai-Jen Yeh, Ming-Lun Huang, Chung-Feng Lin, Zu-Yau Chen, Shinn-Cherng Huang, Jee-Fu Chuang, Wan-Long Dai, Chia-Yen Yu, Ming-Lung |
author_facet | Lu, Ming-Ying Huang, Ching-I Hsieh, Ming-Yen Hsieh, Tusty-Juan Hsi, Edward Tsai, Pei-Chien Tsai, Yi-Shan Lin, Ching-Chih Hsieh, Meng-Hsuan Liang, Po-Cheng Lin, Yi-Hung Hou, Nai-Jen Yeh, Ming-Lun Huang, Chung-Feng Lin, Zu-Yau Chen, Shinn-Cherng Huang, Jee-Fu Chuang, Wan-Long Dai, Chia-Yen Yu, Ming-Lung |
author_sort | Lu, Ming-Ying |
collection | PubMed |
description | Hepatitis C virus (HCV) can replicate in peripheral blood mononuclear cells (PBMCs), which can produce interferon to defend against virus infection. We hypothesized that dynamic gene expression in PBMCs might impact the treatment efficacy of peginterferon/ribavirin in HCV patients. PBMCs were collected at baseline, 1(st) week and 4(th) week of treatment from 27 chronic HCV-1 patients with 48-week peginterferon/ribavirin therapy (screening dataset n = 7; validation dataset n = 20). A sustained virologic response (SVR) was defined as undetectable HCV RNA throughout the 24 weeks after end-of-treatment. A complete early virologic response (cEVR) was defined as negative HCV RNA at treatment week 12. Forty-three differentially expressed genes identified by Affymetrix microarray were validated by quantitative polymerase chain reaction. Thirteen genes at week 1 and 24 genes at week 4 were upregulated in the SVR group compared with the non-SVR group. We selected 8 target genes (RSAD2, LOC26010, HERC5, HERC6, IFI44, SERPING1, IFITM3, and DDX60) at week 1 as the major components of the predictive model. This predictive model reliably stratified the responders and non-responders at week 1 (AUC = 0.89, p = 0.007 for SVR; AUC = 0.95, p = 0.003 for cEVR), especially among patients carrying the IL28B rs8099917 TT genotype (AUC = 0.89, p = 0.02 for SVR; AUC = 1.0, p = 0.008 for cEVR). The performance of this predictive model was superior to traditional predictors, including the rapid virologic response, viral load and IL28B genotype. |
format | Online Article Text |
id | pubmed-5308654 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2016 |
publisher | Impact Journals LLC |
record_format | MEDLINE/PubMed |
spelling | pubmed-53086542017-03-09 Dynamics of PBMC gene expression in hepatitis C virus genotype 1-infected patients during combined peginterferon/ribavirin therapy Lu, Ming-Ying Huang, Ching-I Hsieh, Ming-Yen Hsieh, Tusty-Juan Hsi, Edward Tsai, Pei-Chien Tsai, Yi-Shan Lin, Ching-Chih Hsieh, Meng-Hsuan Liang, Po-Cheng Lin, Yi-Hung Hou, Nai-Jen Yeh, Ming-Lun Huang, Chung-Feng Lin, Zu-Yau Chen, Shinn-Cherng Huang, Jee-Fu Chuang, Wan-Long Dai, Chia-Yen Yu, Ming-Lung Oncotarget Research Paper Hepatitis C virus (HCV) can replicate in peripheral blood mononuclear cells (PBMCs), which can produce interferon to defend against virus infection. We hypothesized that dynamic gene expression in PBMCs might impact the treatment efficacy of peginterferon/ribavirin in HCV patients. PBMCs were collected at baseline, 1(st) week and 4(th) week of treatment from 27 chronic HCV-1 patients with 48-week peginterferon/ribavirin therapy (screening dataset n = 7; validation dataset n = 20). A sustained virologic response (SVR) was defined as undetectable HCV RNA throughout the 24 weeks after end-of-treatment. A complete early virologic response (cEVR) was defined as negative HCV RNA at treatment week 12. Forty-three differentially expressed genes identified by Affymetrix microarray were validated by quantitative polymerase chain reaction. Thirteen genes at week 1 and 24 genes at week 4 were upregulated in the SVR group compared with the non-SVR group. We selected 8 target genes (RSAD2, LOC26010, HERC5, HERC6, IFI44, SERPING1, IFITM3, and DDX60) at week 1 as the major components of the predictive model. This predictive model reliably stratified the responders and non-responders at week 1 (AUC = 0.89, p = 0.007 for SVR; AUC = 0.95, p = 0.003 for cEVR), especially among patients carrying the IL28B rs8099917 TT genotype (AUC = 0.89, p = 0.02 for SVR; AUC = 1.0, p = 0.008 for cEVR). The performance of this predictive model was superior to traditional predictors, including the rapid virologic response, viral load and IL28B genotype. Impact Journals LLC 2016-08-17 /pmc/articles/PMC5308654/ /pubmed/27542257 http://dx.doi.org/10.18632/oncotarget.11348 Text en Copyright: © 2016 Lu et al. http://creativecommons.org/licenses/by/2.5/ This is an open-access article distributed under the terms of the Creative Commons Attribution License, which permits unrestricted use, distribution, and reproduction in any medium, provided the original author and source are credited. |
spellingShingle | Research Paper Lu, Ming-Ying Huang, Ching-I Hsieh, Ming-Yen Hsieh, Tusty-Juan Hsi, Edward Tsai, Pei-Chien Tsai, Yi-Shan Lin, Ching-Chih Hsieh, Meng-Hsuan Liang, Po-Cheng Lin, Yi-Hung Hou, Nai-Jen Yeh, Ming-Lun Huang, Chung-Feng Lin, Zu-Yau Chen, Shinn-Cherng Huang, Jee-Fu Chuang, Wan-Long Dai, Chia-Yen Yu, Ming-Lung Dynamics of PBMC gene expression in hepatitis C virus genotype 1-infected patients during combined peginterferon/ribavirin therapy |
title | Dynamics of PBMC gene expression in hepatitis C virus genotype 1-infected patients during combined peginterferon/ribavirin therapy |
title_full | Dynamics of PBMC gene expression in hepatitis C virus genotype 1-infected patients during combined peginterferon/ribavirin therapy |
title_fullStr | Dynamics of PBMC gene expression in hepatitis C virus genotype 1-infected patients during combined peginterferon/ribavirin therapy |
title_full_unstemmed | Dynamics of PBMC gene expression in hepatitis C virus genotype 1-infected patients during combined peginterferon/ribavirin therapy |
title_short | Dynamics of PBMC gene expression in hepatitis C virus genotype 1-infected patients during combined peginterferon/ribavirin therapy |
title_sort | dynamics of pbmc gene expression in hepatitis c virus genotype 1-infected patients during combined peginterferon/ribavirin therapy |
topic | Research Paper |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5308654/ https://www.ncbi.nlm.nih.gov/pubmed/27542257 http://dx.doi.org/10.18632/oncotarget.11348 |
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