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Immune cell landscape analysis reveals prognostic immune cells and its potential mechanism in squamous cell lung carcinoma
BACKGROUND: Squamous cell lung carcinoma (LUSC) was closely associated with smoking which was known to have a distant immunosuppression effect. In this study, we aimed to explore the relationship between immune cells and clinical outcomes of LUSC patients with smoking history. METHODS: The immune ce...
Autores principales: | , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
PeerJ Inc.
2020
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7543728/ https://www.ncbi.nlm.nih.gov/pubmed/33083119 http://dx.doi.org/10.7717/peerj.9996 |
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author | Wang, Yongyong Guo, Jianji |
author_facet | Wang, Yongyong Guo, Jianji |
author_sort | Wang, Yongyong |
collection | PubMed |
description | BACKGROUND: Squamous cell lung carcinoma (LUSC) was closely associated with smoking which was known to have a distant immunosuppression effect. In this study, we aimed to explore the relationship between immune cells and clinical outcomes of LUSC patients with smoking history. METHODS: The immune cell infiltration and RNA expression profiles of LUSC patients were collected from The Cancer Genome Atlas (TCGA). Then, the correlation between immune cell infiltration and clinical characteristics was explored. According to the level of immune cell infiltration, LUSC patients with smoking history were divided into high or low group to screen the differentially expressed lncRNAs and mRNAs. The prediction of target genes was performed by miRanda. Finally, the prognostic value of a certain signature was confirmed in an independent dataset. RESULTS: Higher abundance of tumor-infiltrating T follicular helper (Tfh) cells together with a lower abundance of resting memory CD4 T cells had been found in LUSC current reformed smokers for ≤15 years and current smoking patients. Moreover, Tfh cell infiltration was not only associated with better overall survival (OS) but also varied from different degrees of TNM stage. Low expression of lncRNA PWRN1 and its potential regulating genes DMRTB1, PIRT, APOBEC1, and ZPBP2 were associated with better OS. Combining PWRN1 and four regulating genes as a signature, patients with higher-level expression of the signature had shorter survival time in not only the TCGA but also in the GEO dataset. CONCLUSIONS: It was found that Tfh cells presented higher infiltration in LUSC current reformed smokers for ≤15 years and current smokers, while resting memory CD4 T cells had lower infiltration. The signature consisting of PWRN1 as well as its predicted targeted mRNAs was dysregulated in different levels of Tfh cell infiltration and might indicate patients’ OS. |
format | Online Article Text |
id | pubmed-7543728 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2020 |
publisher | PeerJ Inc. |
record_format | MEDLINE/PubMed |
spelling | pubmed-75437282020-10-19 Immune cell landscape analysis reveals prognostic immune cells and its potential mechanism in squamous cell lung carcinoma Wang, Yongyong Guo, Jianji PeerJ Bioinformatics BACKGROUND: Squamous cell lung carcinoma (LUSC) was closely associated with smoking which was known to have a distant immunosuppression effect. In this study, we aimed to explore the relationship between immune cells and clinical outcomes of LUSC patients with smoking history. METHODS: The immune cell infiltration and RNA expression profiles of LUSC patients were collected from The Cancer Genome Atlas (TCGA). Then, the correlation between immune cell infiltration and clinical characteristics was explored. According to the level of immune cell infiltration, LUSC patients with smoking history were divided into high or low group to screen the differentially expressed lncRNAs and mRNAs. The prediction of target genes was performed by miRanda. Finally, the prognostic value of a certain signature was confirmed in an independent dataset. RESULTS: Higher abundance of tumor-infiltrating T follicular helper (Tfh) cells together with a lower abundance of resting memory CD4 T cells had been found in LUSC current reformed smokers for ≤15 years and current smoking patients. Moreover, Tfh cell infiltration was not only associated with better overall survival (OS) but also varied from different degrees of TNM stage. Low expression of lncRNA PWRN1 and its potential regulating genes DMRTB1, PIRT, APOBEC1, and ZPBP2 were associated with better OS. Combining PWRN1 and four regulating genes as a signature, patients with higher-level expression of the signature had shorter survival time in not only the TCGA but also in the GEO dataset. CONCLUSIONS: It was found that Tfh cells presented higher infiltration in LUSC current reformed smokers for ≤15 years and current smokers, while resting memory CD4 T cells had lower infiltration. The signature consisting of PWRN1 as well as its predicted targeted mRNAs was dysregulated in different levels of Tfh cell infiltration and might indicate patients’ OS. PeerJ Inc. 2020-10-05 /pmc/articles/PMC7543728/ /pubmed/33083119 http://dx.doi.org/10.7717/peerj.9996 Text en ©2020 Wang and Guo https://creativecommons.org/licenses/by/4.0/ This is an open access article distributed under the terms of the Creative Commons Attribution License (https://creativecommons.org/licenses/by/4.0/) , which permits unrestricted use, distribution, reproduction and adaptation in any medium and for any purpose provided that it is properly attributed. For attribution, the original author(s), title, publication source (PeerJ) and either DOI or URL of the article must be cited. |
spellingShingle | Bioinformatics Wang, Yongyong Guo, Jianji Immune cell landscape analysis reveals prognostic immune cells and its potential mechanism in squamous cell lung carcinoma |
title | Immune cell landscape analysis reveals prognostic immune cells and its potential mechanism in squamous cell lung carcinoma |
title_full | Immune cell landscape analysis reveals prognostic immune cells and its potential mechanism in squamous cell lung carcinoma |
title_fullStr | Immune cell landscape analysis reveals prognostic immune cells and its potential mechanism in squamous cell lung carcinoma |
title_full_unstemmed | Immune cell landscape analysis reveals prognostic immune cells and its potential mechanism in squamous cell lung carcinoma |
title_short | Immune cell landscape analysis reveals prognostic immune cells and its potential mechanism in squamous cell lung carcinoma |
title_sort | immune cell landscape analysis reveals prognostic immune cells and its potential mechanism in squamous cell lung carcinoma |
topic | Bioinformatics |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7543728/ https://www.ncbi.nlm.nih.gov/pubmed/33083119 http://dx.doi.org/10.7717/peerj.9996 |
work_keys_str_mv | AT wangyongyong immunecelllandscapeanalysisrevealsprognosticimmunecellsanditspotentialmechanisminsquamouscelllungcarcinoma AT guojianji immunecelllandscapeanalysisrevealsprognosticimmunecellsanditspotentialmechanisminsquamouscelllungcarcinoma |