Cargando…
Comprehensive analysis of karyopherin alpha family expression in lung adenocarcinoma: Association with prognostic value and immune homeostasis
Background: Karyopherin alpha (KPNA), a nuclear transporter, has been implicated in the development as well as the progression of many types of malignancies. Immune homeostasis is a multilevel system which regulated by multiple factors. However, the functional significance of the KPNA family in the...
Autores principales: | , , , , , , |
---|---|
Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Frontiers Media S.A.
2022
|
Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9382304/ https://www.ncbi.nlm.nih.gov/pubmed/35991543 http://dx.doi.org/10.3389/fgene.2022.956314 |
_version_ | 1784769259609522176 |
---|---|
author | Lan, Xiuwen Zhao, Lin Zhang, Jian Shao, Yingchun Qv, Yunmeng Huang, Jian Cai, Li |
author_facet | Lan, Xiuwen Zhao, Lin Zhang, Jian Shao, Yingchun Qv, Yunmeng Huang, Jian Cai, Li |
author_sort | Lan, Xiuwen |
collection | PubMed |
description | Background: Karyopherin alpha (KPNA), a nuclear transporter, has been implicated in the development as well as the progression of many types of malignancies. Immune homeostasis is a multilevel system which regulated by multiple factors. However, the functional significance of the KPNA family in the pathogenesis of lung adenocarcinoma (LUAD) and the impact of immune homeostasis are not well characterized. Methods: In this study, by integrating the TCGA-LUAD database and Masked Somatic Mutation, we first conducted an investigation on the expression levels and mutation status of the KPNA family in patients with LUAD. Then, we constructed a prognostic model based on clinical features and the expression of the KPNA family. We performed functional enrichment analysis and constructed a regulatory network utilizing the differential genes in high-and low-risk groups. Lastly, we performed immune infiltration analysis using CIBERSORT. Results: Analysis of TCGA datasets revealed differential expression of the KPNA family in LUAD. Kaplan-Meier survival analyses indicated that the high expression of KPNA2 and KPNA4 were predictive of inferior overall survival (OS). In addition, we constructed a prognostic model incorporating clinical factors and the expression level of KPNA4 and KPNA5, which accurately predicted 1-year, 3-years, and 5-years survival outcomes. Patients in the high-risk group showed a poor prognosis. Functional enrichment analysis exhibited remarkable enrichment of transcriptional dysregulation in the high-risk group. On the other hand, gene set enrichment analysis (GSEA) displayed enrichment of cell cycle checkpoints as well as cell cycle mitotic in the high-risk group. Finally, analysis of immune infiltration revealed significant differences between the high-and low-risk groups. Further, the high-risk group was more prone to immune evasion while the inflammatory response was strongly associated with the low-risk group. Conclusions: the KPNA family-based prognostic model reflects many biological aspects of LUAD and provides potential targets for precision therapy in LUAD. |
format | Online Article Text |
id | pubmed-9382304 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2022 |
publisher | Frontiers Media S.A. |
record_format | MEDLINE/PubMed |
spelling | pubmed-93823042022-08-18 Comprehensive analysis of karyopherin alpha family expression in lung adenocarcinoma: Association with prognostic value and immune homeostasis Lan, Xiuwen Zhao, Lin Zhang, Jian Shao, Yingchun Qv, Yunmeng Huang, Jian Cai, Li Front Genet Genetics Background: Karyopherin alpha (KPNA), a nuclear transporter, has been implicated in the development as well as the progression of many types of malignancies. Immune homeostasis is a multilevel system which regulated by multiple factors. However, the functional significance of the KPNA family in the pathogenesis of lung adenocarcinoma (LUAD) and the impact of immune homeostasis are not well characterized. Methods: In this study, by integrating the TCGA-LUAD database and Masked Somatic Mutation, we first conducted an investigation on the expression levels and mutation status of the KPNA family in patients with LUAD. Then, we constructed a prognostic model based on clinical features and the expression of the KPNA family. We performed functional enrichment analysis and constructed a regulatory network utilizing the differential genes in high-and low-risk groups. Lastly, we performed immune infiltration analysis using CIBERSORT. Results: Analysis of TCGA datasets revealed differential expression of the KPNA family in LUAD. Kaplan-Meier survival analyses indicated that the high expression of KPNA2 and KPNA4 were predictive of inferior overall survival (OS). In addition, we constructed a prognostic model incorporating clinical factors and the expression level of KPNA4 and KPNA5, which accurately predicted 1-year, 3-years, and 5-years survival outcomes. Patients in the high-risk group showed a poor prognosis. Functional enrichment analysis exhibited remarkable enrichment of transcriptional dysregulation in the high-risk group. On the other hand, gene set enrichment analysis (GSEA) displayed enrichment of cell cycle checkpoints as well as cell cycle mitotic in the high-risk group. Finally, analysis of immune infiltration revealed significant differences between the high-and low-risk groups. Further, the high-risk group was more prone to immune evasion while the inflammatory response was strongly associated with the low-risk group. Conclusions: the KPNA family-based prognostic model reflects many biological aspects of LUAD and provides potential targets for precision therapy in LUAD. Frontiers Media S.A. 2022-08-03 /pmc/articles/PMC9382304/ /pubmed/35991543 http://dx.doi.org/10.3389/fgene.2022.956314 Text en Copyright © 2022 Lan, Zhao, Zhang, Shao, Qv, Huang and Cai. 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 | Genetics Lan, Xiuwen Zhao, Lin Zhang, Jian Shao, Yingchun Qv, Yunmeng Huang, Jian Cai, Li Comprehensive analysis of karyopherin alpha family expression in lung adenocarcinoma: Association with prognostic value and immune homeostasis |
title | Comprehensive analysis of karyopherin alpha family expression in lung adenocarcinoma: Association with prognostic value and immune homeostasis |
title_full | Comprehensive analysis of karyopherin alpha family expression in lung adenocarcinoma: Association with prognostic value and immune homeostasis |
title_fullStr | Comprehensive analysis of karyopherin alpha family expression in lung adenocarcinoma: Association with prognostic value and immune homeostasis |
title_full_unstemmed | Comprehensive analysis of karyopherin alpha family expression in lung adenocarcinoma: Association with prognostic value and immune homeostasis |
title_short | Comprehensive analysis of karyopherin alpha family expression in lung adenocarcinoma: Association with prognostic value and immune homeostasis |
title_sort | comprehensive analysis of karyopherin alpha family expression in lung adenocarcinoma: association with prognostic value and immune homeostasis |
topic | Genetics |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9382304/ https://www.ncbi.nlm.nih.gov/pubmed/35991543 http://dx.doi.org/10.3389/fgene.2022.956314 |
work_keys_str_mv | AT lanxiuwen comprehensiveanalysisofkaryopherinalphafamilyexpressioninlungadenocarcinomaassociationwithprognosticvalueandimmunehomeostasis AT zhaolin comprehensiveanalysisofkaryopherinalphafamilyexpressioninlungadenocarcinomaassociationwithprognosticvalueandimmunehomeostasis AT zhangjian comprehensiveanalysisofkaryopherinalphafamilyexpressioninlungadenocarcinomaassociationwithprognosticvalueandimmunehomeostasis AT shaoyingchun comprehensiveanalysisofkaryopherinalphafamilyexpressioninlungadenocarcinomaassociationwithprognosticvalueandimmunehomeostasis AT qvyunmeng comprehensiveanalysisofkaryopherinalphafamilyexpressioninlungadenocarcinomaassociationwithprognosticvalueandimmunehomeostasis AT huangjian comprehensiveanalysisofkaryopherinalphafamilyexpressioninlungadenocarcinomaassociationwithprognosticvalueandimmunehomeostasis AT caili comprehensiveanalysisofkaryopherinalphafamilyexpressioninlungadenocarcinomaassociationwithprognosticvalueandimmunehomeostasis |