Cargando…
Identification of Key Genes and FUNCTIONAL Pathway in Radioresistance of Non-Small Cell Lung Cancer
PURPOSE: For better understanding of radiotherapy resistance and its potential mechanism. METHODS: We established radioresistance cell lines of non-small cell lung cancer (NSCLC) followed by microarray analysis. 529 differentially expressed genes (DEGs) were then screened between radiation resistant...
Autores principales: | , , , , , , , |
---|---|
Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Dove
2022
|
Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9512540/ https://www.ncbi.nlm.nih.gov/pubmed/36171861 http://dx.doi.org/10.2147/CMAR.S382079 |
_version_ | 1784797861388484608 |
---|---|
author | Li, Shouying Feng, Jiaxin Weng, Haiyan Zhao, Feng Cui, Guohui Fu, Wenkui Lin, Xiaorong Hu, Hai |
author_facet | Li, Shouying Feng, Jiaxin Weng, Haiyan Zhao, Feng Cui, Guohui Fu, Wenkui Lin, Xiaorong Hu, Hai |
author_sort | Li, Shouying |
collection | PubMed |
description | PURPOSE: For better understanding of radiotherapy resistance and its potential mechanism. METHODS: We established radioresistance cell lines of non-small cell lung cancer (NSCLC) followed by microarray analysis. 529 differentially expressed genes (DEGs) were then screened between radiation resistant cell lines compared with the sensitive cell lines. The biological functions and enrichment pathways of the above DEGs were identified using Kyoto Encyclopedia of Genes and Genomes (KEGG) and gene ontology (GO) enrichment analyses. Gene Set Enrichment Analysis (GSEA) revealed that the radiation resistance group had the most gene sets enriched in altered immune response, such as TNF signaling pathway, when compared to the radiation sensitive group. Protein-protein interaction (PPI) network was carried out through the STRING database, and then five hub genes (CXCL10, IFIH1, DDX58, CXCL11, RSAD2) were screened by Cytoscape software. RT-PCR confirmed the expression of the above hub genes. ChIP-X Enrichment Analysis showed that STAT1 might be the transcription factor of the above hub genes. Considering that PD-L1 could be activated by STAT1 in a variety of tumors and ultimately lead to immune exhaustion, RT-PCR and Western blot verified the expression level of PD-L1. RESULTS: Five hub genes (CXCL10, IFIH1, DDX58, CXCL11, RSAD2) were screened and verified to be highly expressed in radioresistance group, STAT1 might be the transcription factor of the above hub genes. Our study found that the expression level of PD-L1 was increased after radiotherapy resistance. CONCLUSION: Although immune system activation occurs followed by radiation resistance, we hypothesized that the upregulation of PD-L1 expression caused by STAT1 activation might be one of the mechanisms of radiotherapy resistance. |
format | Online Article Text |
id | pubmed-9512540 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2022 |
publisher | Dove |
record_format | MEDLINE/PubMed |
spelling | pubmed-95125402022-09-27 Identification of Key Genes and FUNCTIONAL Pathway in Radioresistance of Non-Small Cell Lung Cancer Li, Shouying Feng, Jiaxin Weng, Haiyan Zhao, Feng Cui, Guohui Fu, Wenkui Lin, Xiaorong Hu, Hai Cancer Manag Res Original Research PURPOSE: For better understanding of radiotherapy resistance and its potential mechanism. METHODS: We established radioresistance cell lines of non-small cell lung cancer (NSCLC) followed by microarray analysis. 529 differentially expressed genes (DEGs) were then screened between radiation resistant cell lines compared with the sensitive cell lines. The biological functions and enrichment pathways of the above DEGs were identified using Kyoto Encyclopedia of Genes and Genomes (KEGG) and gene ontology (GO) enrichment analyses. Gene Set Enrichment Analysis (GSEA) revealed that the radiation resistance group had the most gene sets enriched in altered immune response, such as TNF signaling pathway, when compared to the radiation sensitive group. Protein-protein interaction (PPI) network was carried out through the STRING database, and then five hub genes (CXCL10, IFIH1, DDX58, CXCL11, RSAD2) were screened by Cytoscape software. RT-PCR confirmed the expression of the above hub genes. ChIP-X Enrichment Analysis showed that STAT1 might be the transcription factor of the above hub genes. Considering that PD-L1 could be activated by STAT1 in a variety of tumors and ultimately lead to immune exhaustion, RT-PCR and Western blot verified the expression level of PD-L1. RESULTS: Five hub genes (CXCL10, IFIH1, DDX58, CXCL11, RSAD2) were screened and verified to be highly expressed in radioresistance group, STAT1 might be the transcription factor of the above hub genes. Our study found that the expression level of PD-L1 was increased after radiotherapy resistance. CONCLUSION: Although immune system activation occurs followed by radiation resistance, we hypothesized that the upregulation of PD-L1 expression caused by STAT1 activation might be one of the mechanisms of radiotherapy resistance. Dove 2022-09-22 /pmc/articles/PMC9512540/ /pubmed/36171861 http://dx.doi.org/10.2147/CMAR.S382079 Text en © 2022 Li et al. https://creativecommons.org/licenses/by-nc/3.0/This work is published and licensed by Dove Medical Press Limited. The full terms of this license are available at https://www.dovepress.com/terms.php and incorporate the Creative Commons Attribution – Non Commercial (unported, v3.0) License (http://creativecommons.org/licenses/by-nc/3.0/ (https://creativecommons.org/licenses/by-nc/3.0/) ). By accessing the work you hereby accept the Terms. Non-commercial uses of the work are permitted without any further permission from Dove Medical Press Limited, provided the work is properly attributed. For permission for commercial use of this work, please see paragraphs 4.2 and 5 of our Terms (https://www.dovepress.com/terms.php). |
spellingShingle | Original Research Li, Shouying Feng, Jiaxin Weng, Haiyan Zhao, Feng Cui, Guohui Fu, Wenkui Lin, Xiaorong Hu, Hai Identification of Key Genes and FUNCTIONAL Pathway in Radioresistance of Non-Small Cell Lung Cancer |
title | Identification of Key Genes and FUNCTIONAL Pathway in Radioresistance of Non-Small Cell Lung Cancer |
title_full | Identification of Key Genes and FUNCTIONAL Pathway in Radioresistance of Non-Small Cell Lung Cancer |
title_fullStr | Identification of Key Genes and FUNCTIONAL Pathway in Radioresistance of Non-Small Cell Lung Cancer |
title_full_unstemmed | Identification of Key Genes and FUNCTIONAL Pathway in Radioresistance of Non-Small Cell Lung Cancer |
title_short | Identification of Key Genes and FUNCTIONAL Pathway in Radioresistance of Non-Small Cell Lung Cancer |
title_sort | identification of key genes and functional pathway in radioresistance of non-small cell lung cancer |
topic | Original Research |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9512540/ https://www.ncbi.nlm.nih.gov/pubmed/36171861 http://dx.doi.org/10.2147/CMAR.S382079 |
work_keys_str_mv | AT lishouying identificationofkeygenesandfunctionalpathwayinradioresistanceofnonsmallcelllungcancer AT fengjiaxin identificationofkeygenesandfunctionalpathwayinradioresistanceofnonsmallcelllungcancer AT wenghaiyan identificationofkeygenesandfunctionalpathwayinradioresistanceofnonsmallcelllungcancer AT zhaofeng identificationofkeygenesandfunctionalpathwayinradioresistanceofnonsmallcelllungcancer AT cuiguohui identificationofkeygenesandfunctionalpathwayinradioresistanceofnonsmallcelllungcancer AT fuwenkui identificationofkeygenesandfunctionalpathwayinradioresistanceofnonsmallcelllungcancer AT linxiaorong identificationofkeygenesandfunctionalpathwayinradioresistanceofnonsmallcelllungcancer AT huhai identificationofkeygenesandfunctionalpathwayinradioresistanceofnonsmallcelllungcancer |