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Identification of necroptosis-related subtypes, development of a novel signature, and characterization of immune infiltration in colorectal cancer
INTRODUCTION: Necroptosis, a type of programmed cell death, has recently been extensively studied as an important pathway regulating tumor development, metastasis, and immunity. However, the expression patterns of necroptosis-related genes (NRGs) in colorectal cancer (CRC) and their potential roles...
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/PMC9762424/ https://www.ncbi.nlm.nih.gov/pubmed/36544770 http://dx.doi.org/10.3389/fimmu.2022.999084 |
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author | Sun, Mengyu Ji, Xiaoyu Xie, Meng Chen, Xiaoping Zhang, Bixiang Luo, Xiangyuan Feng, Yangyang Liu, Danfei Wang, Yijun Li, Yiwei Liu, Bifeng Xia, Limin Huang, Wenjie |
author_facet | Sun, Mengyu Ji, Xiaoyu Xie, Meng Chen, Xiaoping Zhang, Bixiang Luo, Xiangyuan Feng, Yangyang Liu, Danfei Wang, Yijun Li, Yiwei Liu, Bifeng Xia, Limin Huang, Wenjie |
author_sort | Sun, Mengyu |
collection | PubMed |
description | INTRODUCTION: Necroptosis, a type of programmed cell death, has recently been extensively studied as an important pathway regulating tumor development, metastasis, and immunity. However, the expression patterns of necroptosis-related genes (NRGs) in colorectal cancer (CRC) and their potential roles in the tumor microenvironment (TME) have not been elucidated. METHODS: We explored the expression patterns of NRGs in 1247 colorectal cancer samples from genetics and transcriptional perspective. Based on a consensus clustering algorithm, we identified NRG molecular subtypes and gene subtypes, respectively. Furthermore, we constructed a necroptosis-related signature for predicting overall survival time and verified the predictive ability of the model. Using the ESTIMATE, CIBERSORT, and ssGSEA algorithms, we assessed the association between the above subtypes, scores and immune infiltration. RESULTS: Most NRGs were differentially expressed between CRC tissues and normal tissues. We found that distinct subtypes exhibited different NRGs expression, patients’ prognosis, immune checkpoint gene expression, and immune infiltration characteristics. The scores calculated from the necroptosis-related signature can be used to classify patients into high-risk and low-risk groups, with the high-risk group corresponding to reduced immune cell infiltration and immune function, and a greater risk of immune dysfunction and immune escape. DISCUSSION: Our comprehensive analysis of NRGs in CRC demonstrated their potential role in clinicopathological features, prognosis, and immune infiltration in the TME. These findings help us deepen our understanding of NRGs and the tumor microenvironment landscape, and lay a foundation for effectively assessing patient outcomes and promoting more effective immunotherapy. |
format | Online Article Text |
id | pubmed-9762424 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2022 |
publisher | Frontiers Media S.A. |
record_format | MEDLINE/PubMed |
spelling | pubmed-97624242022-12-20 Identification of necroptosis-related subtypes, development of a novel signature, and characterization of immune infiltration in colorectal cancer Sun, Mengyu Ji, Xiaoyu Xie, Meng Chen, Xiaoping Zhang, Bixiang Luo, Xiangyuan Feng, Yangyang Liu, Danfei Wang, Yijun Li, Yiwei Liu, Bifeng Xia, Limin Huang, Wenjie Front Immunol Immunology INTRODUCTION: Necroptosis, a type of programmed cell death, has recently been extensively studied as an important pathway regulating tumor development, metastasis, and immunity. However, the expression patterns of necroptosis-related genes (NRGs) in colorectal cancer (CRC) and their potential roles in the tumor microenvironment (TME) have not been elucidated. METHODS: We explored the expression patterns of NRGs in 1247 colorectal cancer samples from genetics and transcriptional perspective. Based on a consensus clustering algorithm, we identified NRG molecular subtypes and gene subtypes, respectively. Furthermore, we constructed a necroptosis-related signature for predicting overall survival time and verified the predictive ability of the model. Using the ESTIMATE, CIBERSORT, and ssGSEA algorithms, we assessed the association between the above subtypes, scores and immune infiltration. RESULTS: Most NRGs were differentially expressed between CRC tissues and normal tissues. We found that distinct subtypes exhibited different NRGs expression, patients’ prognosis, immune checkpoint gene expression, and immune infiltration characteristics. The scores calculated from the necroptosis-related signature can be used to classify patients into high-risk and low-risk groups, with the high-risk group corresponding to reduced immune cell infiltration and immune function, and a greater risk of immune dysfunction and immune escape. DISCUSSION: Our comprehensive analysis of NRGs in CRC demonstrated their potential role in clinicopathological features, prognosis, and immune infiltration in the TME. These findings help us deepen our understanding of NRGs and the tumor microenvironment landscape, and lay a foundation for effectively assessing patient outcomes and promoting more effective immunotherapy. Frontiers Media S.A. 2022-12-05 /pmc/articles/PMC9762424/ /pubmed/36544770 http://dx.doi.org/10.3389/fimmu.2022.999084 Text en Copyright © 2022 Sun, Ji, Xie, Chen, Zhang, Luo, Feng, Liu, Wang, Li, Liu, Xia and Huang 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 | Immunology Sun, Mengyu Ji, Xiaoyu Xie, Meng Chen, Xiaoping Zhang, Bixiang Luo, Xiangyuan Feng, Yangyang Liu, Danfei Wang, Yijun Li, Yiwei Liu, Bifeng Xia, Limin Huang, Wenjie Identification of necroptosis-related subtypes, development of a novel signature, and characterization of immune infiltration in colorectal cancer |
title | Identification of necroptosis-related subtypes, development of a novel signature, and characterization of immune infiltration in colorectal cancer |
title_full | Identification of necroptosis-related subtypes, development of a novel signature, and characterization of immune infiltration in colorectal cancer |
title_fullStr | Identification of necroptosis-related subtypes, development of a novel signature, and characterization of immune infiltration in colorectal cancer |
title_full_unstemmed | Identification of necroptosis-related subtypes, development of a novel signature, and characterization of immune infiltration in colorectal cancer |
title_short | Identification of necroptosis-related subtypes, development of a novel signature, and characterization of immune infiltration in colorectal cancer |
title_sort | identification of necroptosis-related subtypes, development of a novel signature, and characterization of immune infiltration in colorectal cancer |
topic | Immunology |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9762424/ https://www.ncbi.nlm.nih.gov/pubmed/36544770 http://dx.doi.org/10.3389/fimmu.2022.999084 |
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