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Identification and validation of tumor microenvironment-related genes of prognostic value in lung adenocarcinoma
Lung adenocarcinoma (LUAD) is a major subtype of non-small cell lung cancer. Despite significant progress in its diagnosis and treatment, the mortality and morbidity rate of LUAD remains high worldwide. The aim of the present study was to perform a systematic investigation of the tumor microenvironm...
Autores principales: | , , , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
D.A. Spandidos
2020
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7377199/ https://www.ncbi.nlm.nih.gov/pubmed/32724420 http://dx.doi.org/10.3892/ol.2020.11735 |
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author | Yuan, Jingyan Yuan, Bo Zeng, Lizhong Liu, Boxuan Chen, Yang Meng, Xia Sun, Ruiying Lv, Xin Wang, Wei Yang, Shuanying |
author_facet | Yuan, Jingyan Yuan, Bo Zeng, Lizhong Liu, Boxuan Chen, Yang Meng, Xia Sun, Ruiying Lv, Xin Wang, Wei Yang, Shuanying |
author_sort | Yuan, Jingyan |
collection | PubMed |
description | Lung adenocarcinoma (LUAD) is a major subtype of non-small cell lung cancer. Despite significant progress in its diagnosis and treatment, the mortality and morbidity rate of LUAD remains high worldwide. The aim of the present study was to perform a systematic investigation of the tumor microenvironment (TME) and identify TME-related genes of prognostic value in patients with LUAD. Firstly, the immune scores and stromal scores of patients with LUAD from The Cancer Genome Atlas were calculated using the Estimation of STromal and Immune cells in MAlignant Tumors using Expression data algorithm, and a total of 281 prognostic TME-related genes were identified. Subsequently, functional analysis and protein-protein interaction network analysis revealed that these genes were mainly related to immune response, inflammatory response and chemotaxis. Finally, two independent LUAD cohorts from the Gene Expression Omnibus database were used to validate these genes, and 4 genes (GTPase IMAP family member 1, T-cell surface glycoprotein CD1b, integrin alpha-L and leukocyte surface antigen CD53) were identified, and downregulation of these genes was indicated to be associated with poor overall survival rate in patients with LUAD. In conclusion, a comprehensive analysis of TME was performed and 4 prognostic TME-related genes in patients with LUAD were identified. |
format | Online Article Text |
id | pubmed-7377199 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2020 |
publisher | D.A. Spandidos |
record_format | MEDLINE/PubMed |
spelling | pubmed-73771992020-07-27 Identification and validation of tumor microenvironment-related genes of prognostic value in lung adenocarcinoma Yuan, Jingyan Yuan, Bo Zeng, Lizhong Liu, Boxuan Chen, Yang Meng, Xia Sun, Ruiying Lv, Xin Wang, Wei Yang, Shuanying Oncol Lett Articles Lung adenocarcinoma (LUAD) is a major subtype of non-small cell lung cancer. Despite significant progress in its diagnosis and treatment, the mortality and morbidity rate of LUAD remains high worldwide. The aim of the present study was to perform a systematic investigation of the tumor microenvironment (TME) and identify TME-related genes of prognostic value in patients with LUAD. Firstly, the immune scores and stromal scores of patients with LUAD from The Cancer Genome Atlas were calculated using the Estimation of STromal and Immune cells in MAlignant Tumors using Expression data algorithm, and a total of 281 prognostic TME-related genes were identified. Subsequently, functional analysis and protein-protein interaction network analysis revealed that these genes were mainly related to immune response, inflammatory response and chemotaxis. Finally, two independent LUAD cohorts from the Gene Expression Omnibus database were used to validate these genes, and 4 genes (GTPase IMAP family member 1, T-cell surface glycoprotein CD1b, integrin alpha-L and leukocyte surface antigen CD53) were identified, and downregulation of these genes was indicated to be associated with poor overall survival rate in patients with LUAD. In conclusion, a comprehensive analysis of TME was performed and 4 prognostic TME-related genes in patients with LUAD were identified. D.A. Spandidos 2020-08 2020-06-16 /pmc/articles/PMC7377199/ /pubmed/32724420 http://dx.doi.org/10.3892/ol.2020.11735 Text en Copyright: © Yuan et al. This is an open access article distributed under the terms of the Creative Commons Attribution-NonCommercial-NoDerivs License (https://creativecommons.org/licenses/by-nc-nd/4.0/) , which permits use and distribution in any medium, provided the original work is properly cited, the use is non-commercial and no modifications or adaptations are made. |
spellingShingle | Articles Yuan, Jingyan Yuan, Bo Zeng, Lizhong Liu, Boxuan Chen, Yang Meng, Xia Sun, Ruiying Lv, Xin Wang, Wei Yang, Shuanying Identification and validation of tumor microenvironment-related genes of prognostic value in lung adenocarcinoma |
title | Identification and validation of tumor microenvironment-related genes of prognostic value in lung adenocarcinoma |
title_full | Identification and validation of tumor microenvironment-related genes of prognostic value in lung adenocarcinoma |
title_fullStr | Identification and validation of tumor microenvironment-related genes of prognostic value in lung adenocarcinoma |
title_full_unstemmed | Identification and validation of tumor microenvironment-related genes of prognostic value in lung adenocarcinoma |
title_short | Identification and validation of tumor microenvironment-related genes of prognostic value in lung adenocarcinoma |
title_sort | identification and validation of tumor microenvironment-related genes of prognostic value in lung adenocarcinoma |
topic | Articles |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7377199/ https://www.ncbi.nlm.nih.gov/pubmed/32724420 http://dx.doi.org/10.3892/ol.2020.11735 |
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