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The prognostic value of tumor mutational burden related 6-gene-based Risk Score in laryngeal cancer patients
BACKGROUND: Laryngeal cancer (LC) is the second frequent malignant head and neck cancer around world, while LC patients’ prognosis is unsatisfactory. This study aims to investigate the prognostic value of tumor mutation burden (TMB)-related genes in LC. METHODS: LC data was downloaded from The Cance...
Autores principales: | , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
BioMed Central
2022
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9673449/ https://www.ncbi.nlm.nih.gov/pubmed/36397112 http://dx.doi.org/10.1186/s12903-022-02534-2 |
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author | Yang, Dong Liu, Juan Liu, Naibin Yin, Chunlei Zhang, Huan Xu, Jianhua |
author_facet | Yang, Dong Liu, Juan Liu, Naibin Yin, Chunlei Zhang, Huan Xu, Jianhua |
author_sort | Yang, Dong |
collection | PubMed |
description | BACKGROUND: Laryngeal cancer (LC) is the second frequent malignant head and neck cancer around world, while LC patients’ prognosis is unsatisfactory. This study aims to investigate the prognostic value of tumor mutation burden (TMB)-related genes in LC. METHODS: LC data was downloaded from The Cancer Genome Atlas and Gene Expression Omnibus databases. TMB values of all samples were calculated basing on mutation data. The differentially expressed genes (DEGs) between LC samples with distinct TMB were subjected to univariate and LASSO Cox regression analysis to build Risk Score. Immune cell infiltration analysis was conducted in CIBERSORT. RESULTS: Between high and low TMB LC samples, we identified 210 DEGs. Of which, six optimal genes were included to construct Risk Score, comprising FOXJ1, EPO, FGF5, SPOCK1, KCNF1 and PSG5. High risk LC patients had significantly poorer overall survival than low risk patients. The nomogram model constructed basing on Risk Score and gender showed good performance in predicting LC patients’ survival probability. CONCLUSIONS: The prognostic Risk Score model, basing on six TMB-related genes (FOXJ1, EPO, FGF5, SPOCK1, KCNF1 and PSG5), was a reliable prognostic model to separate LC patients with different prognoses. SUPPLEMENTARY INFORMATION: The online version contains supplementary material available at 10.1186/s12903-022-02534-2. |
format | Online Article Text |
id | pubmed-9673449 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2022 |
publisher | BioMed Central |
record_format | MEDLINE/PubMed |
spelling | pubmed-96734492022-11-19 The prognostic value of tumor mutational burden related 6-gene-based Risk Score in laryngeal cancer patients Yang, Dong Liu, Juan Liu, Naibin Yin, Chunlei Zhang, Huan Xu, Jianhua BMC Oral Health Research BACKGROUND: Laryngeal cancer (LC) is the second frequent malignant head and neck cancer around world, while LC patients’ prognosis is unsatisfactory. This study aims to investigate the prognostic value of tumor mutation burden (TMB)-related genes in LC. METHODS: LC data was downloaded from The Cancer Genome Atlas and Gene Expression Omnibus databases. TMB values of all samples were calculated basing on mutation data. The differentially expressed genes (DEGs) between LC samples with distinct TMB were subjected to univariate and LASSO Cox regression analysis to build Risk Score. Immune cell infiltration analysis was conducted in CIBERSORT. RESULTS: Between high and low TMB LC samples, we identified 210 DEGs. Of which, six optimal genes were included to construct Risk Score, comprising FOXJ1, EPO, FGF5, SPOCK1, KCNF1 and PSG5. High risk LC patients had significantly poorer overall survival than low risk patients. The nomogram model constructed basing on Risk Score and gender showed good performance in predicting LC patients’ survival probability. CONCLUSIONS: The prognostic Risk Score model, basing on six TMB-related genes (FOXJ1, EPO, FGF5, SPOCK1, KCNF1 and PSG5), was a reliable prognostic model to separate LC patients with different prognoses. SUPPLEMENTARY INFORMATION: The online version contains supplementary material available at 10.1186/s12903-022-02534-2. BioMed Central 2022-11-17 /pmc/articles/PMC9673449/ /pubmed/36397112 http://dx.doi.org/10.1186/s12903-022-02534-2 Text en © The Author(s) 2022 https://creativecommons.org/licenses/by/4.0/Open AccessThis article is licensed under a Creative Commons Attribution 4.0 International License, which permits use, sharing, adaptation, distribution and reproduction in any medium or format, as long as you give appropriate credit to the original author(s) and the source, provide a link to the Creative Commons licence, and indicate if changes were made. The images or other third party material in this article are included in the article's Creative Commons licence, unless indicated otherwise in a credit line to the material. If material is not included in the article's Creative Commons licence and your intended use is not permitted by statutory regulation or exceeds the permitted use, you will need to obtain permission directly from the copyright holder. To view a copy of this licence, visit http://creativecommons.org/licenses/by/4.0/ (https://creativecommons.org/licenses/by/4.0/) . The Creative Commons Public Domain Dedication waiver (http://creativecommons.org/publicdomain/zero/1.0/ (https://creativecommons.org/publicdomain/zero/1.0/) ) applies to the data made available in this article, unless otherwise stated in a credit line to the data. |
spellingShingle | Research Yang, Dong Liu, Juan Liu, Naibin Yin, Chunlei Zhang, Huan Xu, Jianhua The prognostic value of tumor mutational burden related 6-gene-based Risk Score in laryngeal cancer patients |
title | The prognostic value of tumor mutational burden related 6-gene-based Risk Score in laryngeal cancer patients |
title_full | The prognostic value of tumor mutational burden related 6-gene-based Risk Score in laryngeal cancer patients |
title_fullStr | The prognostic value of tumor mutational burden related 6-gene-based Risk Score in laryngeal cancer patients |
title_full_unstemmed | The prognostic value of tumor mutational burden related 6-gene-based Risk Score in laryngeal cancer patients |
title_short | The prognostic value of tumor mutational burden related 6-gene-based Risk Score in laryngeal cancer patients |
title_sort | prognostic value of tumor mutational burden related 6-gene-based risk score in laryngeal cancer patients |
topic | Research |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9673449/ https://www.ncbi.nlm.nih.gov/pubmed/36397112 http://dx.doi.org/10.1186/s12903-022-02534-2 |
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