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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...

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Autores principales: 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
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Ivyspring International Publisher 2022
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.
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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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