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Analysis of immune subtypes in non-small-cell lung cancer based on TCGA database
Immunotherapy is one of the main therapeutic approaches for non-small-cell lung cancer (NSCLC). Based on the poor response of immunotherapy, it is crucial to determine the most accurate and widespread predictive characteristics of NSCLC. We retrieved lung squamous cell carcinoma and lung adenocarcin...
Autores principales: | , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Lippincott Williams & Wilkins
2023
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10174420/ https://www.ncbi.nlm.nih.gov/pubmed/37171352 http://dx.doi.org/10.1097/MD.0000000000033686 |
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author | Xie, Xuexue Chen, Gonghai Song, Wei |
author_facet | Xie, Xuexue Chen, Gonghai Song, Wei |
author_sort | Xie, Xuexue |
collection | PubMed |
description | Immunotherapy is one of the main therapeutic approaches for non-small-cell lung cancer (NSCLC). Based on the poor response of immunotherapy, it is crucial to determine the most accurate and widespread predictive characteristics of NSCLC. We retrieved lung squamous cell carcinoma and lung adenocarcinoma gene expression profiles and clinical data from the cancer genome atlas database and classified them into 3 subtypes based on 29 immune gene sets. Combined with previous studies, the expression differences of related pathways and genes in different subtypes were analyzed. We classified them into 3 subtypes: Immunity High, Immunity Medium, and Immunity Low. Immunity High had the strongest immune cell infiltration and antitumor immune activity. Gene ontology enrichment analyses revealed enriched immune-related signaling pathways in lung squamous cell carcinoma. The hyperactivation of cancer-related pathways did not occur in any NSCLC. In addition, the Hippo signaling pathway was negatively correlated with immune signature, whereas epithelial-to-mesenchymal transition was positively correlated. In addition, we found significant differences in immune signatures between males and females; however, no correlation was observed with other clinical data. The identification of NSCLC subtypes based on immune signatures has potential clinical implications for NSCLC treatment. |
format | Online Article Text |
id | pubmed-10174420 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2023 |
publisher | Lippincott Williams & Wilkins |
record_format | MEDLINE/PubMed |
spelling | pubmed-101744202023-05-12 Analysis of immune subtypes in non-small-cell lung cancer based on TCGA database Xie, Xuexue Chen, Gonghai Song, Wei Medicine (Baltimore) 5700 Immunotherapy is one of the main therapeutic approaches for non-small-cell lung cancer (NSCLC). Based on the poor response of immunotherapy, it is crucial to determine the most accurate and widespread predictive characteristics of NSCLC. We retrieved lung squamous cell carcinoma and lung adenocarcinoma gene expression profiles and clinical data from the cancer genome atlas database and classified them into 3 subtypes based on 29 immune gene sets. Combined with previous studies, the expression differences of related pathways and genes in different subtypes were analyzed. We classified them into 3 subtypes: Immunity High, Immunity Medium, and Immunity Low. Immunity High had the strongest immune cell infiltration and antitumor immune activity. Gene ontology enrichment analyses revealed enriched immune-related signaling pathways in lung squamous cell carcinoma. The hyperactivation of cancer-related pathways did not occur in any NSCLC. In addition, the Hippo signaling pathway was negatively correlated with immune signature, whereas epithelial-to-mesenchymal transition was positively correlated. In addition, we found significant differences in immune signatures between males and females; however, no correlation was observed with other clinical data. The identification of NSCLC subtypes based on immune signatures has potential clinical implications for NSCLC treatment. Lippincott Williams & Wilkins 2023-05-12 /pmc/articles/PMC10174420/ /pubmed/37171352 http://dx.doi.org/10.1097/MD.0000000000033686 Text en Copyright © 2023 the Author(s). Published by Wolters Kluwer Health, Inc. https://creativecommons.org/licenses/by-nc/4.0/This is an open-access article distributed under the terms of the Creative Commons Attribution-Non Commercial License 4.0 (CCBY-NC) (https://creativecommons.org/licenses/by-nc/4.0/) , where it is permissible to download, share, remix, transform, and buildup the work provided it is properly cited. The work cannot be used commercially without permission from the journal. |
spellingShingle | 5700 Xie, Xuexue Chen, Gonghai Song, Wei Analysis of immune subtypes in non-small-cell lung cancer based on TCGA database |
title | Analysis of immune subtypes in non-small-cell lung cancer based on TCGA database |
title_full | Analysis of immune subtypes in non-small-cell lung cancer based on TCGA database |
title_fullStr | Analysis of immune subtypes in non-small-cell lung cancer based on TCGA database |
title_full_unstemmed | Analysis of immune subtypes in non-small-cell lung cancer based on TCGA database |
title_short | Analysis of immune subtypes in non-small-cell lung cancer based on TCGA database |
title_sort | analysis of immune subtypes in non-small-cell lung cancer based on tcga database |
topic | 5700 |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10174420/ https://www.ncbi.nlm.nih.gov/pubmed/37171352 http://dx.doi.org/10.1097/MD.0000000000033686 |
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