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Prognostic and immunological characteristics of CDK1 in lung adenocarcinoma: A systematic analysis
BACKGROUND: Cyclin-dependent kinases (CDKs) play a key role in cell proliferation in lung adenocarcinoma (LUAD). Comprehensive analysis of CDKs to elucidate their clinical significance and interactions with the tumor immune microenvironment is needed. METHODS: RNA expression, somatic mutation, copy...
Autores principales: | , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
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Frontiers Media S.A.
2023
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10025485/ https://www.ncbi.nlm.nih.gov/pubmed/36950551 http://dx.doi.org/10.3389/fonc.2023.1128443 |
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author | Du, Qingwu Liu, Wenting Mei, Ting Wang, Jingya Qin, Tingting Huang, Dingzhi |
author_facet | Du, Qingwu Liu, Wenting Mei, Ting Wang, Jingya Qin, Tingting Huang, Dingzhi |
author_sort | Du, Qingwu |
collection | PubMed |
description | BACKGROUND: Cyclin-dependent kinases (CDKs) play a key role in cell proliferation in lung adenocarcinoma (LUAD). Comprehensive analysis of CDKs to elucidate their clinical significance and interactions with the tumor immune microenvironment is needed. METHODS: RNA expression, somatic mutation, copy number variation, and single-cell RNA sequencing data were downloaded from public datasets. First, we comprehensively evaluated the expression profile and prognostic characteristics of 26 CDKs in LUAD, and CDK1 was selected as a candidate for further analysis. Then, a systematic analysis was performed to explore the relationships of CDK1 with clinical characteristics and tumor immune microenvironment factors in LUAD. RESULTS: CDK1 was markedly upregulated at both the mRNA and protein level in LUAD. Moreover, overexpression of CDK1 was related to poor clinical outcomes. CDK1 coexpressed genes were mainly involved in the cell cycle, the DNA repair process, and the p53 signaling pathway. In addition, CDK1 expression was found to be correlated with the expression of multiple immunomodulators and chemokines, which participate in activating and suppressing the immune microenvironment. CDK1 expression was also correlated with increased infiltration of numerous immune cells, including CD4+ T cells and M1 macrophages. Patients with high CDK1 expression tended to have a poor response to immunotherapy but were sensitive to multiple chemotherapies and targeted drugs. The MDK-NCL and SPP1-CD44 ligand−receptor pairs were markedly activated in the intercellular communication network. CDK1 was an independent prognostic factor for LUAD and improved the ability to predict overall survival when combined with tumor stage. CONCLUSION: CDK1 plays an essential role in reshaping the tumor immune microenvironment and might be a prognostic and treatment biomarker in LUAD. |
format | Online Article Text |
id | pubmed-10025485 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2023 |
publisher | Frontiers Media S.A. |
record_format | MEDLINE/PubMed |
spelling | pubmed-100254852023-03-21 Prognostic and immunological characteristics of CDK1 in lung adenocarcinoma: A systematic analysis Du, Qingwu Liu, Wenting Mei, Ting Wang, Jingya Qin, Tingting Huang, Dingzhi Front Oncol Oncology BACKGROUND: Cyclin-dependent kinases (CDKs) play a key role in cell proliferation in lung adenocarcinoma (LUAD). Comprehensive analysis of CDKs to elucidate their clinical significance and interactions with the tumor immune microenvironment is needed. METHODS: RNA expression, somatic mutation, copy number variation, and single-cell RNA sequencing data were downloaded from public datasets. First, we comprehensively evaluated the expression profile and prognostic characteristics of 26 CDKs in LUAD, and CDK1 was selected as a candidate for further analysis. Then, a systematic analysis was performed to explore the relationships of CDK1 with clinical characteristics and tumor immune microenvironment factors in LUAD. RESULTS: CDK1 was markedly upregulated at both the mRNA and protein level in LUAD. Moreover, overexpression of CDK1 was related to poor clinical outcomes. CDK1 coexpressed genes were mainly involved in the cell cycle, the DNA repair process, and the p53 signaling pathway. In addition, CDK1 expression was found to be correlated with the expression of multiple immunomodulators and chemokines, which participate in activating and suppressing the immune microenvironment. CDK1 expression was also correlated with increased infiltration of numerous immune cells, including CD4+ T cells and M1 macrophages. Patients with high CDK1 expression tended to have a poor response to immunotherapy but were sensitive to multiple chemotherapies and targeted drugs. The MDK-NCL and SPP1-CD44 ligand−receptor pairs were markedly activated in the intercellular communication network. CDK1 was an independent prognostic factor for LUAD and improved the ability to predict overall survival when combined with tumor stage. CONCLUSION: CDK1 plays an essential role in reshaping the tumor immune microenvironment and might be a prognostic and treatment biomarker in LUAD. Frontiers Media S.A. 2023-03-06 /pmc/articles/PMC10025485/ /pubmed/36950551 http://dx.doi.org/10.3389/fonc.2023.1128443 Text en Copyright © 2023 Du, Liu, Mei, Wang, Qin and Huang https://creativecommons.org/licenses/by/4.0/This is an open-access article distributed under the terms of the Creative Commons Attribution License (CC BY). The use, distribution or reproduction in other forums is permitted, provided the original author(s) and the copyright owner(s) are credited and that the original publication in this journal is cited, in accordance with accepted academic practice. No use, distribution or reproduction is permitted which does not comply with these terms. |
spellingShingle | Oncology Du, Qingwu Liu, Wenting Mei, Ting Wang, Jingya Qin, Tingting Huang, Dingzhi Prognostic and immunological characteristics of CDK1 in lung adenocarcinoma: A systematic analysis |
title | Prognostic and immunological characteristics of CDK1 in lung adenocarcinoma: A systematic analysis |
title_full | Prognostic and immunological characteristics of CDK1 in lung adenocarcinoma: A systematic analysis |
title_fullStr | Prognostic and immunological characteristics of CDK1 in lung adenocarcinoma: A systematic analysis |
title_full_unstemmed | Prognostic and immunological characteristics of CDK1 in lung adenocarcinoma: A systematic analysis |
title_short | Prognostic and immunological characteristics of CDK1 in lung adenocarcinoma: A systematic analysis |
title_sort | prognostic and immunological characteristics of cdk1 in lung adenocarcinoma: a systematic analysis |
topic | Oncology |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10025485/ https://www.ncbi.nlm.nih.gov/pubmed/36950551 http://dx.doi.org/10.3389/fonc.2023.1128443 |
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