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The Pan-Cancer Multi-Omics Landscape of FOXO Family Relevant to Clinical Outcome and Drug Resistance

The forkhead box O (FOXO) transcription factors (TFs) family are frequently mutated, deleted, or amplified in various human cancers, making them attractive candidates for therapy. However, their roles in pan-cancer remain unclear. Here, we evaluated the expression, prognostic value, mutation, methyl...

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Autores principales: Xie, Jindong, Zhang, Junsheng, Tian, Wenwen, Zou, Yutian, Tang, Yuhui, Zheng, Shaoquan, Wong, Chau-Wei, Deng, Xinpei, Wu, Song, Chen, Junxin, Mo, Yunxian, Xie, Xiaoming
Formato: Online Artículo Texto
Lenguaje:English
Publicado: MDPI 2022
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9778770/
https://www.ncbi.nlm.nih.gov/pubmed/36555288
http://dx.doi.org/10.3390/ijms232415647
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author Xie, Jindong
Zhang, Junsheng
Tian, Wenwen
Zou, Yutian
Tang, Yuhui
Zheng, Shaoquan
Wong, Chau-Wei
Deng, Xinpei
Wu, Song
Chen, Junxin
Mo, Yunxian
Xie, Xiaoming
author_facet Xie, Jindong
Zhang, Junsheng
Tian, Wenwen
Zou, Yutian
Tang, Yuhui
Zheng, Shaoquan
Wong, Chau-Wei
Deng, Xinpei
Wu, Song
Chen, Junxin
Mo, Yunxian
Xie, Xiaoming
author_sort Xie, Jindong
collection PubMed
description The forkhead box O (FOXO) transcription factors (TFs) family are frequently mutated, deleted, or amplified in various human cancers, making them attractive candidates for therapy. However, their roles in pan-cancer remain unclear. Here, we evaluated the expression, prognostic value, mutation, methylation, and clinical features of four FOXO family genes (FOXO1, FOXO3, FOXO4, and FOXO6) in 33 types of cancers based on the Cancer Genome Atlas (TCGA) and Genotype Tissue Expression (GTEx) databases. We used a single sample gene set enrichment analysis (ssGSEA) algorithm to establish a novel index called “FOXOs score”. Moreover, we investigated the association between the FOXOs score and tumor microenvironment (TME), the responses to multiple treatments, along with drug resistance. We found that the FOXO family genes participated in tumor progression and were related to the prognosis in various types of cancer. We calculated the FOXOs score and found that it was significantly correlated with multiple malignant pathways in pan-cancer, including Wnt/beta-catenin signaling, TGF-beta signaling, and hedgehog signaling. In addition, the FOXOs score was also associated with multiple immune-related characteristics. Furthermore, the FOXOs score was sensitive for predicting the efficacy of diverse treatments in multiple cancers, especially immunotherapy. In conclusion, FOXO family genes were vital in pan-cancer and were strongly correlated with the TME. A high FOXOs score indicated an excellent immune-activated TME and sensitivity to multiple treatments. Hence, the FOXOs score might potentially be used as a biomarker in patients with a tumor.
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spelling pubmed-97787702022-12-23 The Pan-Cancer Multi-Omics Landscape of FOXO Family Relevant to Clinical Outcome and Drug Resistance Xie, Jindong Zhang, Junsheng Tian, Wenwen Zou, Yutian Tang, Yuhui Zheng, Shaoquan Wong, Chau-Wei Deng, Xinpei Wu, Song Chen, Junxin Mo, Yunxian Xie, Xiaoming Int J Mol Sci Article The forkhead box O (FOXO) transcription factors (TFs) family are frequently mutated, deleted, or amplified in various human cancers, making them attractive candidates for therapy. However, their roles in pan-cancer remain unclear. Here, we evaluated the expression, prognostic value, mutation, methylation, and clinical features of four FOXO family genes (FOXO1, FOXO3, FOXO4, and FOXO6) in 33 types of cancers based on the Cancer Genome Atlas (TCGA) and Genotype Tissue Expression (GTEx) databases. We used a single sample gene set enrichment analysis (ssGSEA) algorithm to establish a novel index called “FOXOs score”. Moreover, we investigated the association between the FOXOs score and tumor microenvironment (TME), the responses to multiple treatments, along with drug resistance. We found that the FOXO family genes participated in tumor progression and were related to the prognosis in various types of cancer. We calculated the FOXOs score and found that it was significantly correlated with multiple malignant pathways in pan-cancer, including Wnt/beta-catenin signaling, TGF-beta signaling, and hedgehog signaling. In addition, the FOXOs score was also associated with multiple immune-related characteristics. Furthermore, the FOXOs score was sensitive for predicting the efficacy of diverse treatments in multiple cancers, especially immunotherapy. In conclusion, FOXO family genes were vital in pan-cancer and were strongly correlated with the TME. A high FOXOs score indicated an excellent immune-activated TME and sensitivity to multiple treatments. Hence, the FOXOs score might potentially be used as a biomarker in patients with a tumor. MDPI 2022-12-09 /pmc/articles/PMC9778770/ /pubmed/36555288 http://dx.doi.org/10.3390/ijms232415647 Text en © 2022 by the authors. https://creativecommons.org/licenses/by/4.0/Licensee MDPI, Basel, Switzerland. This article is an open access article distributed under the terms and conditions of the Creative Commons Attribution (CC BY) license (https://creativecommons.org/licenses/by/4.0/).
spellingShingle Article
Xie, Jindong
Zhang, Junsheng
Tian, Wenwen
Zou, Yutian
Tang, Yuhui
Zheng, Shaoquan
Wong, Chau-Wei
Deng, Xinpei
Wu, Song
Chen, Junxin
Mo, Yunxian
Xie, Xiaoming
The Pan-Cancer Multi-Omics Landscape of FOXO Family Relevant to Clinical Outcome and Drug Resistance
title The Pan-Cancer Multi-Omics Landscape of FOXO Family Relevant to Clinical Outcome and Drug Resistance
title_full The Pan-Cancer Multi-Omics Landscape of FOXO Family Relevant to Clinical Outcome and Drug Resistance
title_fullStr The Pan-Cancer Multi-Omics Landscape of FOXO Family Relevant to Clinical Outcome and Drug Resistance
title_full_unstemmed The Pan-Cancer Multi-Omics Landscape of FOXO Family Relevant to Clinical Outcome and Drug Resistance
title_short The Pan-Cancer Multi-Omics Landscape of FOXO Family Relevant to Clinical Outcome and Drug Resistance
title_sort pan-cancer multi-omics landscape of foxo family relevant to clinical outcome and drug resistance
topic Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9778770/
https://www.ncbi.nlm.nih.gov/pubmed/36555288
http://dx.doi.org/10.3390/ijms232415647
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