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Ferroptosis-associated molecular classification characterized by distinct tumor microenvironment profiles in colorectal cancer
Ferroptosis is a non-apoptotic form of cell death recognized in recent years. Nonetheless, the potential role of ferroptosis-associated genes in immune regulation and tumor microenvironment formation remains unknown. In this study, we characterized the ferroptosis-associated patterns of colorectal c...
Autores principales: | , , , , , , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Ivyspring International Publisher
2022
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8935236/ https://www.ncbi.nlm.nih.gov/pubmed/35342352 http://dx.doi.org/10.7150/ijbs.69808 |
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author | Luo, Wenqin Dai, Weixing Li, Qingguo Mo, Shaobo Han, Lingyu Xiao, Xiuying Gu, Ruiqi Xiang, Wenqiang Ye, Li Wang, Renjie Xu, Ye Cai, Sanjun Cai, Guoxiang |
author_facet | Luo, Wenqin Dai, Weixing Li, Qingguo Mo, Shaobo Han, Lingyu Xiao, Xiuying Gu, Ruiqi Xiang, Wenqiang Ye, Li Wang, Renjie Xu, Ye Cai, Sanjun Cai, Guoxiang |
author_sort | Luo, Wenqin |
collection | PubMed |
description | Ferroptosis is a non-apoptotic form of cell death recognized in recent years. Nonetheless, the potential role of ferroptosis-associated genes in immune regulation and tumor microenvironment formation remains unknown. In this study, we characterized the ferroptosis-associated patterns of colorectal cancer through integrative analyses of multiple datasets with transcriptomics, genomics, and single-cell transcriptome profiling. Three distinct ferroptosis-associated clusters (FAC1, FAC2 and FAC3) were identified from 1251 CRC bulk samples, which were associated with different clinical outcomes and biological pathways. The TME characterization revealed that the three patterns were highly consistent with known immune profiles: immune-desert (FAC1), immune-inflamed (FAC2) and immune-excluded (FAC3), respectively. Ferroptosis-associated immune and stromal-activated genes were obtained and characterized by corresponding function in CRC tumorigenesis. Further single-cell analyses identified the ferroptosis-associated immune responding tumor cells and ferroptosis-associated stromal cells infiltration pattern. Based on the Fersig score, which was extracted from the ferroptosis phenotype-related signature, patients with lower Fersig score were characterized by prolonged survival time and effective immune responses. Collectively, we uncovered the ferroptosis-associated patterns associated with TME diversity and immune response phenotype. The Fersig we constructed could be the potential therapeutic target genes to improve the efficacy of patients' immunotherapy. The Fersig scoring scheme could enhance the understanding of TME infiltration associated with ferroptosis and prediction of immunotherapy efficacy. |
format | Online Article Text |
id | pubmed-8935236 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2022 |
publisher | Ivyspring International Publisher |
record_format | MEDLINE/PubMed |
spelling | pubmed-89352362022-03-24 Ferroptosis-associated molecular classification characterized by distinct tumor microenvironment profiles in colorectal cancer Luo, Wenqin Dai, Weixing Li, Qingguo Mo, Shaobo Han, Lingyu Xiao, Xiuying Gu, Ruiqi Xiang, Wenqiang Ye, Li Wang, Renjie Xu, Ye Cai, Sanjun Cai, Guoxiang Int J Biol Sci Research Paper Ferroptosis is a non-apoptotic form of cell death recognized in recent years. Nonetheless, the potential role of ferroptosis-associated genes in immune regulation and tumor microenvironment formation remains unknown. In this study, we characterized the ferroptosis-associated patterns of colorectal cancer through integrative analyses of multiple datasets with transcriptomics, genomics, and single-cell transcriptome profiling. Three distinct ferroptosis-associated clusters (FAC1, FAC2 and FAC3) were identified from 1251 CRC bulk samples, which were associated with different clinical outcomes and biological pathways. The TME characterization revealed that the three patterns were highly consistent with known immune profiles: immune-desert (FAC1), immune-inflamed (FAC2) and immune-excluded (FAC3), respectively. Ferroptosis-associated immune and stromal-activated genes were obtained and characterized by corresponding function in CRC tumorigenesis. Further single-cell analyses identified the ferroptosis-associated immune responding tumor cells and ferroptosis-associated stromal cells infiltration pattern. Based on the Fersig score, which was extracted from the ferroptosis phenotype-related signature, patients with lower Fersig score were characterized by prolonged survival time and effective immune responses. Collectively, we uncovered the ferroptosis-associated patterns associated with TME diversity and immune response phenotype. The Fersig we constructed could be the potential therapeutic target genes to improve the efficacy of patients' immunotherapy. The Fersig scoring scheme could enhance the understanding of TME infiltration associated with ferroptosis and prediction of immunotherapy efficacy. Ivyspring International Publisher 2022-02-07 /pmc/articles/PMC8935236/ /pubmed/35342352 http://dx.doi.org/10.7150/ijbs.69808 Text en © The author(s) https://creativecommons.org/licenses/by/4.0/This is an open access article distributed under the terms of the Creative Commons Attribution License (https://creativecommons.org/licenses/by/4.0/). See http://ivyspring.com/terms for full terms and conditions. |
spellingShingle | Research Paper Luo, Wenqin Dai, Weixing Li, Qingguo Mo, Shaobo Han, Lingyu Xiao, Xiuying Gu, Ruiqi Xiang, Wenqiang Ye, Li Wang, Renjie Xu, Ye Cai, Sanjun Cai, Guoxiang Ferroptosis-associated molecular classification characterized by distinct tumor microenvironment profiles in colorectal cancer |
title | Ferroptosis-associated molecular classification characterized by distinct tumor microenvironment profiles in colorectal cancer |
title_full | Ferroptosis-associated molecular classification characterized by distinct tumor microenvironment profiles in colorectal cancer |
title_fullStr | Ferroptosis-associated molecular classification characterized by distinct tumor microenvironment profiles in colorectal cancer |
title_full_unstemmed | Ferroptosis-associated molecular classification characterized by distinct tumor microenvironment profiles in colorectal cancer |
title_short | Ferroptosis-associated molecular classification characterized by distinct tumor microenvironment profiles in colorectal cancer |
title_sort | ferroptosis-associated molecular classification characterized by distinct tumor microenvironment profiles in colorectal cancer |
topic | Research Paper |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8935236/ https://www.ncbi.nlm.nih.gov/pubmed/35342352 http://dx.doi.org/10.7150/ijbs.69808 |
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