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Hypoxia-associated prognostic markers and competing endogenous RNA coexpression networks in lung adenocarcinoma
Lung adenocarcinoma (LUAD) is the most common form of non-small cell lung cancer (NSCLC). Hypoxia has been found in 50–60% of locally advanced solid tumors and is associated with poor prognosis in various tumors, including NSCLC. This study focused on hypoxia-associated molecular hallmarks in LUAD....
Autores principales: | , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
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Nature Publishing Group UK
2022
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9734750/ https://www.ncbi.nlm.nih.gov/pubmed/36494419 http://dx.doi.org/10.1038/s41598-022-25745-7 |
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author | Xiong, Lecai He, Xueyu Wang, Le Dai, Peng Zhao, Jinping Zhou, Xuefeng Tang, Hexiao |
author_facet | Xiong, Lecai He, Xueyu Wang, Le Dai, Peng Zhao, Jinping Zhou, Xuefeng Tang, Hexiao |
author_sort | Xiong, Lecai |
collection | PubMed |
description | Lung adenocarcinoma (LUAD) is the most common form of non-small cell lung cancer (NSCLC). Hypoxia has been found in 50–60% of locally advanced solid tumors and is associated with poor prognosis in various tumors, including NSCLC. This study focused on hypoxia-associated molecular hallmarks in LUAD. Fifteen hypoxia-related genes were selected to define the hypoxia status of LUAD by ConsensusClusterPlus based on data from The Cancer Genome Atlas (TCGA). Then, we investigated the immune status under different hypoxia statuses. Subsequently, we constructed prognostic models based on hypoxia-related differentially expressed genes (DEGs), identified hypoxia-related microRNAs, lncRNAs and mRNAs, and built a network based on the competing endogenous RNA (ceRNA) theory. Two clusters (Cluster 1 and Cluster 2) were identified with different hypoxia statuses. Cluster 1 was defined as the hypoxia subgroup, in which all 15 hypoxia-associated genes were upregulated. The infiltration of CD4+ T cells and Tfh cells was lower, while the infiltration of regulatory T (Treg) cells, the expression of PD-1/PD-L1 and TMB scores were higher in Cluster 1, indicating an immunosuppressive status. Based on the DEGs, a risk signature containing 7 genes was established. Furthermore, three differentially expressed microRNAs (hsa-miR-9, hsa-miR-31, hsa-miR-196b) associated with prognosis under different hypoxia clusters and their related mRNAs and lncRNAs were identified, and a ceRNA network was built. This study showed that hypoxia was associated with poor prognosis in LUAD and explored the potential mechanism from the perspective of the gene signature and ceRNA theory. |
format | Online Article Text |
id | pubmed-9734750 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2022 |
publisher | Nature Publishing Group UK |
record_format | MEDLINE/PubMed |
spelling | pubmed-97347502022-12-11 Hypoxia-associated prognostic markers and competing endogenous RNA coexpression networks in lung adenocarcinoma Xiong, Lecai He, Xueyu Wang, Le Dai, Peng Zhao, Jinping Zhou, Xuefeng Tang, Hexiao Sci Rep Article Lung adenocarcinoma (LUAD) is the most common form of non-small cell lung cancer (NSCLC). Hypoxia has been found in 50–60% of locally advanced solid tumors and is associated with poor prognosis in various tumors, including NSCLC. This study focused on hypoxia-associated molecular hallmarks in LUAD. Fifteen hypoxia-related genes were selected to define the hypoxia status of LUAD by ConsensusClusterPlus based on data from The Cancer Genome Atlas (TCGA). Then, we investigated the immune status under different hypoxia statuses. Subsequently, we constructed prognostic models based on hypoxia-related differentially expressed genes (DEGs), identified hypoxia-related microRNAs, lncRNAs and mRNAs, and built a network based on the competing endogenous RNA (ceRNA) theory. Two clusters (Cluster 1 and Cluster 2) were identified with different hypoxia statuses. Cluster 1 was defined as the hypoxia subgroup, in which all 15 hypoxia-associated genes were upregulated. The infiltration of CD4+ T cells and Tfh cells was lower, while the infiltration of regulatory T (Treg) cells, the expression of PD-1/PD-L1 and TMB scores were higher in Cluster 1, indicating an immunosuppressive status. Based on the DEGs, a risk signature containing 7 genes was established. Furthermore, three differentially expressed microRNAs (hsa-miR-9, hsa-miR-31, hsa-miR-196b) associated with prognosis under different hypoxia clusters and their related mRNAs and lncRNAs were identified, and a ceRNA network was built. This study showed that hypoxia was associated with poor prognosis in LUAD and explored the potential mechanism from the perspective of the gene signature and ceRNA theory. Nature Publishing Group UK 2022-12-09 /pmc/articles/PMC9734750/ /pubmed/36494419 http://dx.doi.org/10.1038/s41598-022-25745-7 Text en © The Author(s) 2022 https://creativecommons.org/licenses/by/4.0/Open Access This article is licensed under a Creative Commons Attribution 4.0 International License, which permits use, sharing, adaptation, distribution and reproduction in any medium or format, as long as you give appropriate credit to the original author(s) and the source, provide a link to the Creative Commons licence, and indicate if changes were made. The images or other third party material in this article are included in the article's Creative Commons licence, unless indicated otherwise in a credit line to the material. If material is not included in the article's Creative Commons licence and your intended use is not permitted by statutory regulation or exceeds the permitted use, you will need to obtain permission directly from the copyright holder. To view a copy of this licence, visit http://creativecommons.org/licenses/by/4.0/ (https://creativecommons.org/licenses/by/4.0/) . |
spellingShingle | Article Xiong, Lecai He, Xueyu Wang, Le Dai, Peng Zhao, Jinping Zhou, Xuefeng Tang, Hexiao Hypoxia-associated prognostic markers and competing endogenous RNA coexpression networks in lung adenocarcinoma |
title | Hypoxia-associated prognostic markers and competing endogenous RNA coexpression networks in lung adenocarcinoma |
title_full | Hypoxia-associated prognostic markers and competing endogenous RNA coexpression networks in lung adenocarcinoma |
title_fullStr | Hypoxia-associated prognostic markers and competing endogenous RNA coexpression networks in lung adenocarcinoma |
title_full_unstemmed | Hypoxia-associated prognostic markers and competing endogenous RNA coexpression networks in lung adenocarcinoma |
title_short | Hypoxia-associated prognostic markers and competing endogenous RNA coexpression networks in lung adenocarcinoma |
title_sort | hypoxia-associated prognostic markers and competing endogenous rna coexpression networks in lung adenocarcinoma |
topic | Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9734750/ https://www.ncbi.nlm.nih.gov/pubmed/36494419 http://dx.doi.org/10.1038/s41598-022-25745-7 |
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