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An immuno-score signature of tumor immune microenvironment predicts clinical outcomes in locally advanced rectal cancer
BACKGROUND AND PURPOSE: Accumulating evidence indicates that neoadjuvant chemoradiotherapy(nCRT) success has an immune-associated constituent in locally advanced rectal cancer (LARC). The immune-associated configuration of the tumor microenvironment associated with responses to treatment was explore...
Autores principales: | , , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Frontiers Media S.A.
2022
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9558072/ https://www.ncbi.nlm.nih.gov/pubmed/36248969 http://dx.doi.org/10.3389/fonc.2022.993726 |
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author | Xue, Zhengfa Yang, Shuxin Luo, Yun He, Ming Qiao, Huimin Peng, Wei Tong, Suxin Hong, Guini Guo, You |
author_facet | Xue, Zhengfa Yang, Shuxin Luo, Yun He, Ming Qiao, Huimin Peng, Wei Tong, Suxin Hong, Guini Guo, You |
author_sort | Xue, Zhengfa |
collection | PubMed |
description | BACKGROUND AND PURPOSE: Accumulating evidence indicates that neoadjuvant chemoradiotherapy(nCRT) success has an immune-associated constituent in locally advanced rectal cancer (LARC). The immune-associated configuration of the tumor microenvironment associated with responses to treatment was explored in LARC in this study. MATERIAL AND METHODS: A novel analytic framework was developed based on within-sample relative expression orderings for identifying tumor immune-associated gene pairs and identified an immuno-score signature from bulk transcriptome profiling analysis of 200 LARC patients. And sequencing and microarray analysis of gene expression was conducted to investigate the association between the signature and response to nCRT, immunotherapy, and cell function of CD4 and CD8. The results were validated using 111 pretreated samples from publicly available datasets in multiple aspects and survival analyses. RESULTS: The immuno-score signature of 18 immune-related gene pairs (referred to as IPS) was validated on bulk microarray and RNA-Seq data. According to the model’s immune score, LARC patients were divided into high- and low-score groups. The patients with high-score were greater sensitivity to nCRT and immunotherapy, gaining a significantly improved prognosis. In addition, the immune-score gene pair signature was associated with type I anti-tumor T cell responses, positive regulators of T cell functions, and chromosomal instability while reflecting differences between CD8+ T cell subtypes. CONCLUSION: The immuno-score signature underlines a key role of tumor immune components in nCRT response, and predicts the prognosis of LARC patients as well. |
format | Online Article Text |
id | pubmed-9558072 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2022 |
publisher | Frontiers Media S.A. |
record_format | MEDLINE/PubMed |
spelling | pubmed-95580722022-10-14 An immuno-score signature of tumor immune microenvironment predicts clinical outcomes in locally advanced rectal cancer Xue, Zhengfa Yang, Shuxin Luo, Yun He, Ming Qiao, Huimin Peng, Wei Tong, Suxin Hong, Guini Guo, You Front Oncol Oncology BACKGROUND AND PURPOSE: Accumulating evidence indicates that neoadjuvant chemoradiotherapy(nCRT) success has an immune-associated constituent in locally advanced rectal cancer (LARC). The immune-associated configuration of the tumor microenvironment associated with responses to treatment was explored in LARC in this study. MATERIAL AND METHODS: A novel analytic framework was developed based on within-sample relative expression orderings for identifying tumor immune-associated gene pairs and identified an immuno-score signature from bulk transcriptome profiling analysis of 200 LARC patients. And sequencing and microarray analysis of gene expression was conducted to investigate the association between the signature and response to nCRT, immunotherapy, and cell function of CD4 and CD8. The results were validated using 111 pretreated samples from publicly available datasets in multiple aspects and survival analyses. RESULTS: The immuno-score signature of 18 immune-related gene pairs (referred to as IPS) was validated on bulk microarray and RNA-Seq data. According to the model’s immune score, LARC patients were divided into high- and low-score groups. The patients with high-score were greater sensitivity to nCRT and immunotherapy, gaining a significantly improved prognosis. In addition, the immune-score gene pair signature was associated with type I anti-tumor T cell responses, positive regulators of T cell functions, and chromosomal instability while reflecting differences between CD8+ T cell subtypes. CONCLUSION: The immuno-score signature underlines a key role of tumor immune components in nCRT response, and predicts the prognosis of LARC patients as well. Frontiers Media S.A. 2022-09-29 /pmc/articles/PMC9558072/ /pubmed/36248969 http://dx.doi.org/10.3389/fonc.2022.993726 Text en Copyright © 2022 Xue, Yang, Luo, He, Qiao, Peng, Tong, Hong and Guo https://creativecommons.org/licenses/by/4.0/This is an open-access article distributed under the terms of the Creative Commons Attribution License (CC BY). The use, distribution or reproduction in other forums is permitted, provided the original author(s) and the copyright owner(s) are credited and that the original publication in this journal is cited, in accordance with accepted academic practice. No use, distribution or reproduction is permitted which does not comply with these terms. |
spellingShingle | Oncology Xue, Zhengfa Yang, Shuxin Luo, Yun He, Ming Qiao, Huimin Peng, Wei Tong, Suxin Hong, Guini Guo, You An immuno-score signature of tumor immune microenvironment predicts clinical outcomes in locally advanced rectal cancer |
title | An immuno-score signature of tumor immune microenvironment predicts clinical outcomes in locally advanced rectal cancer |
title_full | An immuno-score signature of tumor immune microenvironment predicts clinical outcomes in locally advanced rectal cancer |
title_fullStr | An immuno-score signature of tumor immune microenvironment predicts clinical outcomes in locally advanced rectal cancer |
title_full_unstemmed | An immuno-score signature of tumor immune microenvironment predicts clinical outcomes in locally advanced rectal cancer |
title_short | An immuno-score signature of tumor immune microenvironment predicts clinical outcomes in locally advanced rectal cancer |
title_sort | immuno-score signature of tumor immune microenvironment predicts clinical outcomes in locally advanced rectal cancer |
topic | Oncology |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9558072/ https://www.ncbi.nlm.nih.gov/pubmed/36248969 http://dx.doi.org/10.3389/fonc.2022.993726 |
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