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Differential gene expression of tumor-infiltrating CD8(+) T cells in advanced versus early-stage colorectal cancer and identification of a gene signature of poor prognosis
BACKGROUND: Cytotoxic CD8(+) T cell-mediated response is the most important arm of adaptive immunity, which dictates the capacity of the host immune response in eradicating tumor cells. Due to tumor intrinsic and/or extrinsic factors, the density and function of CD8(+) tumor-infiltrating lymphocytes...
Autores principales: | , , , , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
BMJ Publishing Group
2020
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7511623/ https://www.ncbi.nlm.nih.gov/pubmed/32948653 http://dx.doi.org/10.1136/jitc-2020-001294 |
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author | Saleh, Reem Sasidharan Nair, Varun Toor, Salman M Taha, Rowaida Z Murshed, Khaled Al-Dhaheri, Mahmood Khawar, Mahwish Petkar, Mahir Abdulla Abu Nada, Mohamed Al-Ejeh, Fares Elkord, Eyad |
author_facet | Saleh, Reem Sasidharan Nair, Varun Toor, Salman M Taha, Rowaida Z Murshed, Khaled Al-Dhaheri, Mahmood Khawar, Mahwish Petkar, Mahir Abdulla Abu Nada, Mohamed Al-Ejeh, Fares Elkord, Eyad |
author_sort | Saleh, Reem |
collection | PubMed |
description | BACKGROUND: Cytotoxic CD8(+) T cell-mediated response is the most important arm of adaptive immunity, which dictates the capacity of the host immune response in eradicating tumor cells. Due to tumor intrinsic and/or extrinsic factors, the density and function of CD8(+) tumor-infiltrating lymphocytes (TILs) could be compromised, leading to poor prognosis and survival. METHODS: Using RNA-Seq, transcriptomes of sorted CD3(+)CD8(+) TILs from treatment-naïve colorectal cancer (CRC) patients at advanced stages (III and IV) were compared with those from patients with early stages (I and II). A signature referred to as ‘poor prognosis CD8 gene signature (ppCD8sig)’ was identified and analyzed in The Cancer Genome Atlas CRC dataset. Scores for the ppCD8sig were calculated and classified as high, intermediate and low, and its prognostic significance was assessed using multivariate analysis and Cox proportional hazard model. Densities of CD3(+) and CD8(+) T cell infiltration in tumors from patients with high and low ppCD8sig scores were assessed by flow cytometry and immunostaining. RESULTS: Genes related to epigenetic regulation and response to hypoxia were upregulated in CD8(+) TILs from patients with advanced stages, while genes related to T cell activation, cell proliferation and cell cycle were downregulated. Patients with high ppCD8sig score had poorer disease-specific survival (DSS) and shorter progression-free interval (PFI). The ppCD8sig was an independent prognostic indicator for DSS (HR 1.83, 95% CI 1.40 to 2.38, p<0.0001) and PFI (HR 1.42, 95% CI 1.04 to 1.93, p=0.026). Additionally, patients with high ppCD8sig score were more likely to have advanced stages (χ(2) p<0.0001) and residual disease after primary therapy (χ(2) p=0.046). Patients with high ppCD8sig score had reduced levels of CD3(+) and CD8(+) TILs and low Immunoscores (IS), compared to patients with low ppCD8sig score. CONCLUSIONS: Our data provided insights into the altered regulation of biological mechanisms and signaling pathways in CD8(+) TILs during CRC progression, and revealed a gene signature as an independent prognostic indicator. Patients with high ppCD8sig score had lower levels of TILs and low IS. These data further confirm the prognostic value of the identified ppCD8sig and potentially highlight its clinical relevance. |
format | Online Article Text |
id | pubmed-7511623 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2020 |
publisher | BMJ Publishing Group |
record_format | MEDLINE/PubMed |
spelling | pubmed-75116232020-10-05 Differential gene expression of tumor-infiltrating CD8(+) T cells in advanced versus early-stage colorectal cancer and identification of a gene signature of poor prognosis Saleh, Reem Sasidharan Nair, Varun Toor, Salman M Taha, Rowaida Z Murshed, Khaled Al-Dhaheri, Mahmood Khawar, Mahwish Petkar, Mahir Abdulla Abu Nada, Mohamed Al-Ejeh, Fares Elkord, Eyad J Immunother Cancer Basic Tumor Immunology BACKGROUND: Cytotoxic CD8(+) T cell-mediated response is the most important arm of adaptive immunity, which dictates the capacity of the host immune response in eradicating tumor cells. Due to tumor intrinsic and/or extrinsic factors, the density and function of CD8(+) tumor-infiltrating lymphocytes (TILs) could be compromised, leading to poor prognosis and survival. METHODS: Using RNA-Seq, transcriptomes of sorted CD3(+)CD8(+) TILs from treatment-naïve colorectal cancer (CRC) patients at advanced stages (III and IV) were compared with those from patients with early stages (I and II). A signature referred to as ‘poor prognosis CD8 gene signature (ppCD8sig)’ was identified and analyzed in The Cancer Genome Atlas CRC dataset. Scores for the ppCD8sig were calculated and classified as high, intermediate and low, and its prognostic significance was assessed using multivariate analysis and Cox proportional hazard model. Densities of CD3(+) and CD8(+) T cell infiltration in tumors from patients with high and low ppCD8sig scores were assessed by flow cytometry and immunostaining. RESULTS: Genes related to epigenetic regulation and response to hypoxia were upregulated in CD8(+) TILs from patients with advanced stages, while genes related to T cell activation, cell proliferation and cell cycle were downregulated. Patients with high ppCD8sig score had poorer disease-specific survival (DSS) and shorter progression-free interval (PFI). The ppCD8sig was an independent prognostic indicator for DSS (HR 1.83, 95% CI 1.40 to 2.38, p<0.0001) and PFI (HR 1.42, 95% CI 1.04 to 1.93, p=0.026). Additionally, patients with high ppCD8sig score were more likely to have advanced stages (χ(2) p<0.0001) and residual disease after primary therapy (χ(2) p=0.046). Patients with high ppCD8sig score had reduced levels of CD3(+) and CD8(+) TILs and low Immunoscores (IS), compared to patients with low ppCD8sig score. CONCLUSIONS: Our data provided insights into the altered regulation of biological mechanisms and signaling pathways in CD8(+) TILs during CRC progression, and revealed a gene signature as an independent prognostic indicator. Patients with high ppCD8sig score had lower levels of TILs and low IS. These data further confirm the prognostic value of the identified ppCD8sig and potentially highlight its clinical relevance. BMJ Publishing Group 2020-09-18 /pmc/articles/PMC7511623/ /pubmed/32948653 http://dx.doi.org/10.1136/jitc-2020-001294 Text en © Author(s) (or their employer(s)) 2020. Re-use permitted under CC BY-NC. No commercial re-use. See rights and permissions. Published by BMJ. http://creativecommons.org/licenses/by-nc/4.0/ http://creativecommons.org/licenses/by-nc/4.0/This is an open access article distributed in accordance with the Creative Commons Attribution Non Commercial (CC BY-NC 4.0) license, which permits others to distribute, remix, adapt, build upon this work non-commercially, and license their derivative works on different terms, provided the original work is properly cited, appropriate credit is given, any changes made indicated, and the use is non-commercial. See http://creativecommons.org/licenses/by-nc/4.0/. |
spellingShingle | Basic Tumor Immunology Saleh, Reem Sasidharan Nair, Varun Toor, Salman M Taha, Rowaida Z Murshed, Khaled Al-Dhaheri, Mahmood Khawar, Mahwish Petkar, Mahir Abdulla Abu Nada, Mohamed Al-Ejeh, Fares Elkord, Eyad Differential gene expression of tumor-infiltrating CD8(+) 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 CD8(+) 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 CD8(+) 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 CD8(+) 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 CD8(+) 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 CD8(+) 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 cd8(+) t cells in advanced versus early-stage colorectal cancer and identification of a gene signature of poor prognosis |
topic | Basic Tumor Immunology |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7511623/ https://www.ncbi.nlm.nih.gov/pubmed/32948653 http://dx.doi.org/10.1136/jitc-2020-001294 |
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