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Effect of MHC Linked 7-Gene Signature on Delayed Hepatocellular Carcinoma Recurrence
Dysregulated immune response significantly affects hepatocellular carcinoma’s (HCC) prognosis. Human Leukocyte Antigens are key in devising immune responses against HCC. Here, we investigated how HLAs modulate HCC development at the transcriptomic level. RNA-seq data of 576 patients from two indepen...
Autores principales: | , , , , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
MDPI
2021
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8625636/ https://www.ncbi.nlm.nih.gov/pubmed/34834481 http://dx.doi.org/10.3390/jpm11111129 |
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author | Tariq, Fomaz Khan, Walizeb Ahmad, Washaakh Riaz, Syeda Kiran Khan, Mahvish Sherwani, Subuhi Haque, Shafiul Malik, Muhammad Faraz Arshad Iftikhar, Muhammad Jahangir Khan, Saif Haq, Farhan |
author_facet | Tariq, Fomaz Khan, Walizeb Ahmad, Washaakh Riaz, Syeda Kiran Khan, Mahvish Sherwani, Subuhi Haque, Shafiul Malik, Muhammad Faraz Arshad Iftikhar, Muhammad Jahangir Khan, Saif Haq, Farhan |
author_sort | Tariq, Fomaz |
collection | PubMed |
description | Dysregulated immune response significantly affects hepatocellular carcinoma’s (HCC) prognosis. Human Leukocyte Antigens are key in devising immune responses against HCC. Here, we investigated how HLAs modulate HCC development at the transcriptomic level. RNA-seq data of 576 patients from two independent cohorts was retrieved. The clinicopathological relevance of all HLA genes was investigated using Fisher-Exact, correlation, and Kaplan–Meier and cox regression survival tests. Clustering of ~800 immune-related genes against HLAs was completed using a ward-agglomerative method. Networks were generated using 40 HLA associated unique genes and hub genes were investigated. HLAs including HLA-DMA, HLA-DMB, HLA-DOA and HLA-DRB6 were associated with delayed recurrence in both discovery (204 HCC cases) and validation (372 HCC cases) cohorts. Clustering analyses revealed 40 genes associated with these four HLAs in both cohorts. A set of seven genes (NCF4, TYROBP, LCP2, ZAP70, PTPRC, FYN and WAS) was found co-expressed at gene–gene interaction level in both cohorts. Furthermore, survival analysis revealed seven HLA-linked genes as predictors of delayed recurrence. Multivariate analysis also predicted that mean expression of 7-gene is an independent predictor of delayed recurrence in both cohorts. We conclude that the expression of 7-gene signature may lead to improved patient prognosis. Further studies are required for consideration in clinical practice. |
format | Online Article Text |
id | pubmed-8625636 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2021 |
publisher | MDPI |
record_format | MEDLINE/PubMed |
spelling | pubmed-86256362021-11-27 Effect of MHC Linked 7-Gene Signature on Delayed Hepatocellular Carcinoma Recurrence Tariq, Fomaz Khan, Walizeb Ahmad, Washaakh Riaz, Syeda Kiran Khan, Mahvish Sherwani, Subuhi Haque, Shafiul Malik, Muhammad Faraz Arshad Iftikhar, Muhammad Jahangir Khan, Saif Haq, Farhan J Pers Med Article Dysregulated immune response significantly affects hepatocellular carcinoma’s (HCC) prognosis. Human Leukocyte Antigens are key in devising immune responses against HCC. Here, we investigated how HLAs modulate HCC development at the transcriptomic level. RNA-seq data of 576 patients from two independent cohorts was retrieved. The clinicopathological relevance of all HLA genes was investigated using Fisher-Exact, correlation, and Kaplan–Meier and cox regression survival tests. Clustering of ~800 immune-related genes against HLAs was completed using a ward-agglomerative method. Networks were generated using 40 HLA associated unique genes and hub genes were investigated. HLAs including HLA-DMA, HLA-DMB, HLA-DOA and HLA-DRB6 were associated with delayed recurrence in both discovery (204 HCC cases) and validation (372 HCC cases) cohorts. Clustering analyses revealed 40 genes associated with these four HLAs in both cohorts. A set of seven genes (NCF4, TYROBP, LCP2, ZAP70, PTPRC, FYN and WAS) was found co-expressed at gene–gene interaction level in both cohorts. Furthermore, survival analysis revealed seven HLA-linked genes as predictors of delayed recurrence. Multivariate analysis also predicted that mean expression of 7-gene is an independent predictor of delayed recurrence in both cohorts. We conclude that the expression of 7-gene signature may lead to improved patient prognosis. Further studies are required for consideration in clinical practice. MDPI 2021-11-02 /pmc/articles/PMC8625636/ /pubmed/34834481 http://dx.doi.org/10.3390/jpm11111129 Text en © 2021 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 Tariq, Fomaz Khan, Walizeb Ahmad, Washaakh Riaz, Syeda Kiran Khan, Mahvish Sherwani, Subuhi Haque, Shafiul Malik, Muhammad Faraz Arshad Iftikhar, Muhammad Jahangir Khan, Saif Haq, Farhan Effect of MHC Linked 7-Gene Signature on Delayed Hepatocellular Carcinoma Recurrence |
title | Effect of MHC Linked 7-Gene Signature on Delayed Hepatocellular Carcinoma Recurrence |
title_full | Effect of MHC Linked 7-Gene Signature on Delayed Hepatocellular Carcinoma Recurrence |
title_fullStr | Effect of MHC Linked 7-Gene Signature on Delayed Hepatocellular Carcinoma Recurrence |
title_full_unstemmed | Effect of MHC Linked 7-Gene Signature on Delayed Hepatocellular Carcinoma Recurrence |
title_short | Effect of MHC Linked 7-Gene Signature on Delayed Hepatocellular Carcinoma Recurrence |
title_sort | effect of mhc linked 7-gene signature on delayed hepatocellular carcinoma recurrence |
topic | Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8625636/ https://www.ncbi.nlm.nih.gov/pubmed/34834481 http://dx.doi.org/10.3390/jpm11111129 |
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