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Comprehensive Analysis of the Aberrance and Functional Significance of Ferroptosis in Gastric Cancer
Objective: Ferroptosis is a type of iron-dependent necrosis related to cancer. Nevertheless, the features of ferroptosis in gastric cancer (GC) remain poorly understood. This study conducted a systematic analysis of ferroptosis regulators in GC. Methods: We gathered five GC cohorts, namely, TCGA-STA...
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Formato: | Online Artículo Texto |
Lenguaje: | English |
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Frontiers Media S.A.
2022
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Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9315307/ https://www.ncbi.nlm.nih.gov/pubmed/35903347 http://dx.doi.org/10.3389/fphar.2022.919490 |
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author | Xiao, Jun Zheng, Lingyan Liu, Jingfeng |
author_facet | Xiao, Jun Zheng, Lingyan Liu, Jingfeng |
author_sort | Xiao, Jun |
collection | PubMed |
description | Objective: Ferroptosis is a type of iron-dependent necrosis related to cancer. Nevertheless, the features of ferroptosis in gastric cancer (GC) remain poorly understood. This study conducted a systematic analysis of ferroptosis regulators in GC. Methods: We gathered five GC cohorts, namely, TCGA-STAD, GSE84437, GSE62254, GSE26901, and GSE15459. Unsupervised clustering analysis was adopted to cluster GC patients into different ferroptosis subtypes based on ferroptosis regulators. Immune cell infiltration and hallmark pathway activity were estimated via ssGSEA. The ferroptosis index was developed with the PCA computational method. Response to chemotherapy agents and small molecular compounds was inferred via GDSC, CTRP, and PRISM projects. Two anti-PD-1 therapy cohorts were gathered and the potential of FPI in predicting immune response was assessed. Results: Expression profiles, genetic mutations, DNA methylation, prognostic implications, and drug sensitivity of ferroptosis regulators were characterized in GC. Three ferroptosis subtypes were clustered with distinct prognosis, hallmark pathway activity, and tumor-infiltrating immune cells. Ferroptosis levels were quantified based on the expression of prognostic ferroptosis-related signatures. The significant relationships between FPI and clinicopathological characteristics were observed. Furthermore, high FPI was in relation to poor prognosis, inflamed tumor microenvironment (TME) as well as high sensitivity to chemotherapy agents (docetaxel and cisplatin), and CTRP- and PRISM-derived compounds. Also, FPI acted as a promising predictor of immune response. Conclusion: Collectively, our findings identified a novel ferroptosis-based subtype classification of GC, and revealed the potential of ferroptosis in forming TME diversity and complexity, and guiding individualized treatment. |
format | Online Article Text |
id | pubmed-9315307 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2022 |
publisher | Frontiers Media S.A. |
record_format | MEDLINE/PubMed |
spelling | pubmed-93153072022-07-27 Comprehensive Analysis of the Aberrance and Functional Significance of Ferroptosis in Gastric Cancer Xiao, Jun Zheng, Lingyan Liu, Jingfeng Front Pharmacol Pharmacology Objective: Ferroptosis is a type of iron-dependent necrosis related to cancer. Nevertheless, the features of ferroptosis in gastric cancer (GC) remain poorly understood. This study conducted a systematic analysis of ferroptosis regulators in GC. Methods: We gathered five GC cohorts, namely, TCGA-STAD, GSE84437, GSE62254, GSE26901, and GSE15459. Unsupervised clustering analysis was adopted to cluster GC patients into different ferroptosis subtypes based on ferroptosis regulators. Immune cell infiltration and hallmark pathway activity were estimated via ssGSEA. The ferroptosis index was developed with the PCA computational method. Response to chemotherapy agents and small molecular compounds was inferred via GDSC, CTRP, and PRISM projects. Two anti-PD-1 therapy cohorts were gathered and the potential of FPI in predicting immune response was assessed. Results: Expression profiles, genetic mutations, DNA methylation, prognostic implications, and drug sensitivity of ferroptosis regulators were characterized in GC. Three ferroptosis subtypes were clustered with distinct prognosis, hallmark pathway activity, and tumor-infiltrating immune cells. Ferroptosis levels were quantified based on the expression of prognostic ferroptosis-related signatures. The significant relationships between FPI and clinicopathological characteristics were observed. Furthermore, high FPI was in relation to poor prognosis, inflamed tumor microenvironment (TME) as well as high sensitivity to chemotherapy agents (docetaxel and cisplatin), and CTRP- and PRISM-derived compounds. Also, FPI acted as a promising predictor of immune response. Conclusion: Collectively, our findings identified a novel ferroptosis-based subtype classification of GC, and revealed the potential of ferroptosis in forming TME diversity and complexity, and guiding individualized treatment. Frontiers Media S.A. 2022-07-12 /pmc/articles/PMC9315307/ /pubmed/35903347 http://dx.doi.org/10.3389/fphar.2022.919490 Text en Copyright © 2022 Xiao, Zheng and Liu. 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 | Pharmacology Xiao, Jun Zheng, Lingyan Liu, Jingfeng Comprehensive Analysis of the Aberrance and Functional Significance of Ferroptosis in Gastric Cancer |
title | Comprehensive Analysis of the Aberrance and Functional Significance of Ferroptosis in Gastric Cancer |
title_full | Comprehensive Analysis of the Aberrance and Functional Significance of Ferroptosis in Gastric Cancer |
title_fullStr | Comprehensive Analysis of the Aberrance and Functional Significance of Ferroptosis in Gastric Cancer |
title_full_unstemmed | Comprehensive Analysis of the Aberrance and Functional Significance of Ferroptosis in Gastric Cancer |
title_short | Comprehensive Analysis of the Aberrance and Functional Significance of Ferroptosis in Gastric Cancer |
title_sort | comprehensive analysis of the aberrance and functional significance of ferroptosis in gastric cancer |
topic | Pharmacology |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9315307/ https://www.ncbi.nlm.nih.gov/pubmed/35903347 http://dx.doi.org/10.3389/fphar.2022.919490 |
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