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Immune-related miRNA signature identifies prognosis and immune landscape in head and neck squamous cell carcinomas
Background: Head and neck squamous cell carcinoma (HNSCC) is recognised as an immune active cancer, but little is known about the role of microRNAs (miRNAs) in it. In the present study, we aim to determine a prognostic and immune-related miRNAs signature (IRMS) in HNSCC. Methods: Spearman correlatio...
Autores principales: | , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Portland Press Ltd.
2020
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7670576/ https://www.ncbi.nlm.nih.gov/pubmed/33111959 http://dx.doi.org/10.1042/BSR20201820 |
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author | Ma, Bo Li, Hui Qiao, Jia Meng, Tao Yu, Riyue |
author_facet | Ma, Bo Li, Hui Qiao, Jia Meng, Tao Yu, Riyue |
author_sort | Ma, Bo |
collection | PubMed |
description | Background: Head and neck squamous cell carcinoma (HNSCC) is recognised as an immune active cancer, but little is known about the role of microRNAs (miRNAs) in it. In the present study, we aim to determine a prognostic and immune-related miRNAs signature (IRMS) in HNSCC. Methods: Spearman correlation analysis was used to screen out prognostic immune-related miRNAs based on single-sample gene set enrichment analysis (ssGSEA). Least absolute shrinkage and selection operator (LASSO) Cox regression model was used to establish IRMS in HNSCC. Then, the influence of the IRMS on HNSCC was comprehensively analysed. Results: We obtained 11 prognostic immune-related miRNAs based on ssGSEA. Then an IRMS integrated with six miRNAs was established through LASSO Cox regression analysis. The stratification survival analysis indicated that IRMS was independent from other characteristics and performed favourably in the overall survival (OS) prediction. The function annotation suggested that IRMS was highly associated with the immune-related response biological processes and pathways which are so important for tumorigenesis of HNSCC. Moreover, the nomogram demonstrated that our model was identified as an independent prognostic factor. In addition, we found that IRMS was significantly correlated with the immune infiltration and expression of critical immune checkpoints, indicating that the poor prognosis might be caused partly by immunosuppressive microenvironment. Conclusion: We established a novel IRMS, which exhibited a potent prognostic value and could be representative of immune status in HNSCC. |
format | Online Article Text |
id | pubmed-7670576 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2020 |
publisher | Portland Press Ltd. |
record_format | MEDLINE/PubMed |
spelling | pubmed-76705762020-11-19 Immune-related miRNA signature identifies prognosis and immune landscape in head and neck squamous cell carcinomas Ma, Bo Li, Hui Qiao, Jia Meng, Tao Yu, Riyue Biosci Rep Bioinformatics Background: Head and neck squamous cell carcinoma (HNSCC) is recognised as an immune active cancer, but little is known about the role of microRNAs (miRNAs) in it. In the present study, we aim to determine a prognostic and immune-related miRNAs signature (IRMS) in HNSCC. Methods: Spearman correlation analysis was used to screen out prognostic immune-related miRNAs based on single-sample gene set enrichment analysis (ssGSEA). Least absolute shrinkage and selection operator (LASSO) Cox regression model was used to establish IRMS in HNSCC. Then, the influence of the IRMS on HNSCC was comprehensively analysed. Results: We obtained 11 prognostic immune-related miRNAs based on ssGSEA. Then an IRMS integrated with six miRNAs was established through LASSO Cox regression analysis. The stratification survival analysis indicated that IRMS was independent from other characteristics and performed favourably in the overall survival (OS) prediction. The function annotation suggested that IRMS was highly associated with the immune-related response biological processes and pathways which are so important for tumorigenesis of HNSCC. Moreover, the nomogram demonstrated that our model was identified as an independent prognostic factor. In addition, we found that IRMS was significantly correlated with the immune infiltration and expression of critical immune checkpoints, indicating that the poor prognosis might be caused partly by immunosuppressive microenvironment. Conclusion: We established a novel IRMS, which exhibited a potent prognostic value and could be representative of immune status in HNSCC. Portland Press Ltd. 2020-11-17 /pmc/articles/PMC7670576/ /pubmed/33111959 http://dx.doi.org/10.1042/BSR20201820 Text en © 2020 The Author(s). https://creativecommons.org/licenses/by/4.0/ This is an open access article published by Portland Press Limited on behalf of the Biochemical Society and distributed under the Creative Commons Attribution License 4.0 (CC BY). |
spellingShingle | Bioinformatics Ma, Bo Li, Hui Qiao, Jia Meng, Tao Yu, Riyue Immune-related miRNA signature identifies prognosis and immune landscape in head and neck squamous cell carcinomas |
title | Immune-related miRNA signature identifies prognosis and immune landscape in head and neck squamous cell carcinomas |
title_full | Immune-related miRNA signature identifies prognosis and immune landscape in head and neck squamous cell carcinomas |
title_fullStr | Immune-related miRNA signature identifies prognosis and immune landscape in head and neck squamous cell carcinomas |
title_full_unstemmed | Immune-related miRNA signature identifies prognosis and immune landscape in head and neck squamous cell carcinomas |
title_short | Immune-related miRNA signature identifies prognosis and immune landscape in head and neck squamous cell carcinomas |
title_sort | immune-related mirna signature identifies prognosis and immune landscape in head and neck squamous cell carcinomas |
topic | Bioinformatics |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7670576/ https://www.ncbi.nlm.nih.gov/pubmed/33111959 http://dx.doi.org/10.1042/BSR20201820 |
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