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Differential gene expression of tumor-infiltrating CD4(+) T cells in advanced versus early stage colorectal cancer and identification of a gene signature of poor prognosis
Tumor-infiltrating lymphocytes (TILs) play indispensable roles in the progression and response to treatment of solid tumors. However, the prognostic significance of CD4(+) TILs is not fully disclosed in cancers generally and in CRC in particular, mainly due to the existence of different functional s...
Autores principales: | , , , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Taylor & Francis
2020
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7553563/ https://www.ncbi.nlm.nih.gov/pubmed/33101776 http://dx.doi.org/10.1080/2162402X.2020.1825178 |
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author | Sasidharan Nair, Varun Saleh, Reem Taha, Rowaida Z Toor, Salman M Murshed, Khaled Ahmed, Ayman A Kurer, Mohamed A Abu Nada, Mohamed Al Ejeh, Fares Elkord, Eyad |
author_facet | Sasidharan Nair, Varun Saleh, Reem Taha, Rowaida Z Toor, Salman M Murshed, Khaled Ahmed, Ayman A Kurer, Mohamed A Abu Nada, Mohamed Al Ejeh, Fares Elkord, Eyad |
author_sort | Sasidharan Nair, Varun |
collection | PubMed |
description | Tumor-infiltrating lymphocytes (TILs) play indispensable roles in the progression and response to treatment of solid tumors. However, the prognostic significance of CD4(+) TILs is not fully disclosed in cancers generally and in CRC in particular, mainly due to the existence of different functional subsets of CD4(+) T cells. We performed transcriptomic profiling of CD4(+) TILs isolated from CRC patients in order to identify differentially expressed genes and their functional pathways in early versus advanced disease stages. We found that in advanced stages, genes related to immune and inflammatory responses, in particular Th1-mediated immune response and cytotoxicity-mediated genes, were downregulated; while epigenetic-mediated silencing genes were upregulated. Interestingly, we identified genes, which were steadily upregulated or downregulated in CD4(+) TILs with CRC progression from stage I to IV. Additionally, of the top 200 deregulated genes, 43 upregulated and 64 downregulated genes showed similar deregulation trends in the cancer genome atlas CRC dataset. From these 97 deregulated genes, we identified a “poor prognosis CD4 gene signature (ppCD4sig)”. Patients with high ppCD4sig score showed shorter disease-specific survival (DSS) and progression-free interval (PFI). The ppCD4sig was an independent prognostic indicator for DSS (HR = 1.73, 95% CI 1.32–2.27, P = 0.0001) and PFI (HR = 1.75, 95% CI 1.3–2.35, P = 0.0016). Additionally, patients at advanced stages and at a younger age (<55 years) were more likely to have a high ppCD4sig score. Altogether, our data provide novel insights and a unique prognostic gene signature of CD4(+) TILs in the CRC microenvironment. |
format | Online Article Text |
id | pubmed-7553563 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2020 |
publisher | Taylor & Francis |
record_format | MEDLINE/PubMed |
spelling | pubmed-75535632020-10-23 Differential gene expression of tumor-infiltrating CD4(+) T cells in advanced versus early stage colorectal cancer and identification of a gene signature of poor prognosis Sasidharan Nair, Varun Saleh, Reem Taha, Rowaida Z Toor, Salman M Murshed, Khaled Ahmed, Ayman A Kurer, Mohamed A Abu Nada, Mohamed Al Ejeh, Fares Elkord, Eyad Oncoimmunology Original Research Tumor-infiltrating lymphocytes (TILs) play indispensable roles in the progression and response to treatment of solid tumors. However, the prognostic significance of CD4(+) TILs is not fully disclosed in cancers generally and in CRC in particular, mainly due to the existence of different functional subsets of CD4(+) T cells. We performed transcriptomic profiling of CD4(+) TILs isolated from CRC patients in order to identify differentially expressed genes and their functional pathways in early versus advanced disease stages. We found that in advanced stages, genes related to immune and inflammatory responses, in particular Th1-mediated immune response and cytotoxicity-mediated genes, were downregulated; while epigenetic-mediated silencing genes were upregulated. Interestingly, we identified genes, which were steadily upregulated or downregulated in CD4(+) TILs with CRC progression from stage I to IV. Additionally, of the top 200 deregulated genes, 43 upregulated and 64 downregulated genes showed similar deregulation trends in the cancer genome atlas CRC dataset. From these 97 deregulated genes, we identified a “poor prognosis CD4 gene signature (ppCD4sig)”. Patients with high ppCD4sig score showed shorter disease-specific survival (DSS) and progression-free interval (PFI). The ppCD4sig was an independent prognostic indicator for DSS (HR = 1.73, 95% CI 1.32–2.27, P = 0.0001) and PFI (HR = 1.75, 95% CI 1.3–2.35, P = 0.0016). Additionally, patients at advanced stages and at a younger age (<55 years) were more likely to have a high ppCD4sig score. Altogether, our data provide novel insights and a unique prognostic gene signature of CD4(+) TILs in the CRC microenvironment. Taylor & Francis 2020-09-30 /pmc/articles/PMC7553563/ /pubmed/33101776 http://dx.doi.org/10.1080/2162402X.2020.1825178 Text en © 2020 The Author(s). Published with license by Taylor & Francis Group, LLC. https://creativecommons.org/licenses/by-nc/4.0/This is an Open Access article distributed under the terms of the Creative Commons Attribution-NonCommercial License (http://creativecommons.org/licenses/by-nc/4.0/ (https://creativecommons.org/licenses/by-nc/4.0/) ), which permits unrestricted non-commercial use, distribution, and reproduction in any medium, provided the original work is properly cited. |
spellingShingle | Original Research Sasidharan Nair, Varun Saleh, Reem Taha, Rowaida Z Toor, Salman M Murshed, Khaled Ahmed, Ayman A Kurer, Mohamed A Abu Nada, Mohamed Al Ejeh, Fares Elkord, Eyad Differential gene expression of tumor-infiltrating CD4(+) T cells in advanced versus early stage colorectal cancer and identification of a gene signature of poor prognosis |
title | Differential gene expression of tumor-infiltrating CD4(+) T cells in advanced versus early stage colorectal cancer and identification of a gene signature of poor prognosis |
title_full | Differential gene expression of tumor-infiltrating CD4(+) T cells in advanced versus early stage colorectal cancer and identification of a gene signature of poor prognosis |
title_fullStr | Differential gene expression of tumor-infiltrating CD4(+) T cells in advanced versus early stage colorectal cancer and identification of a gene signature of poor prognosis |
title_full_unstemmed | Differential gene expression of tumor-infiltrating CD4(+) T cells in advanced versus early stage colorectal cancer and identification of a gene signature of poor prognosis |
title_short | Differential gene expression of tumor-infiltrating CD4(+) T cells in advanced versus early stage colorectal cancer and identification of a gene signature of poor prognosis |
title_sort | differential gene expression of tumor-infiltrating cd4(+) t cells in advanced versus early stage colorectal cancer and identification of a gene signature of poor prognosis |
topic | Original Research |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7553563/ https://www.ncbi.nlm.nih.gov/pubmed/33101776 http://dx.doi.org/10.1080/2162402X.2020.1825178 |
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