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Identification of an immune-related genes signature to predict risk of recurrence for patients with laryngeal squamous cell carcinoma

OBJECTIVE: Numerous studies indicate that immune-related genes (IRGs) are closely related to tumorigenesis and tumor progression. We aimed to establish a robust IRGs-based signature to predict risk of recurrence for patients with laryngeal squamous cell carcinoma (LSCC). METHODS: Gene expression pro...

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Autores principales: Hong, Xiu, Li, Yang, Lv, Qian, An, Jun, Liu, Ying, Wang, Xiuli, Li, Rui, Hu, Yuqiang, Liu, Bing
Formato: Online Artículo Texto
Lenguaje:English
Publicado: SAGE Publications 2023
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10127216/
https://www.ncbi.nlm.nih.gov/pubmed/37073715
http://dx.doi.org/10.1177/03946320231172075
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author Hong, Xiu
Li, Yang
Lv, Qian
An, Jun
Liu, Ying
Wang, Xiuli
Li, Rui
Hu, Yuqiang
Liu, Bing
author_facet Hong, Xiu
Li, Yang
Lv, Qian
An, Jun
Liu, Ying
Wang, Xiuli
Li, Rui
Hu, Yuqiang
Liu, Bing
author_sort Hong, Xiu
collection PubMed
description OBJECTIVE: Numerous studies indicate that immune-related genes (IRGs) are closely related to tumorigenesis and tumor progression. We aimed to establish a robust IRGs-based signature to predict risk of recurrence for patients with laryngeal squamous cell carcinoma (LSCC). METHODS: Gene expression profiles were acquired to select differentially expressed IRGs (DEIRGs) between tumor and adjacent normal tissues. Functional enrichment analysis was performed to explore the biological roles of DEIRGs in LSCC. Univariate Cox analyses and LASSO regression model were used to construct a IRGs-based signature with the ability to predict recurrence for LSCC patients. RESULTS: A total of 272 DEIRGs were identified, of which 20 DEIRGs were significantly associated with recurrence-free survival (RFS). Subsequently, we constructed an eleven-IRGs signature that could classify patients into high-risk or low-risk groups in TCGA-LSCC training cohort. Patients in high-risk groups suffered from shorter RFS (log-rank p = 9.69E−06). Besides, the recurrence rate of high-risk group was significantly higher than that of low-risk group (41.1% vs. 13.7%; Fisher’s exact test p < 0.001). The predictive performance was validated in an independent cohort (GSE27020, log-rank p = 1.43E-03). Person correlation analysis showed that the risk scores calculated by eleven-IRGs signature were significantly associated with filtrating immune cells. Furthermore, three immune checkpoint molecules were significantly over-expressed in the high-risk group. CONCLUSION: Our findings for the first time constructed a robust IRGs-based signature to precisely predict risk of recurrence and further provided a deeper understanding of IRGs regulatory mechanism in LSCC pathogenesis.
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spelling pubmed-101272162023-04-26 Identification of an immune-related genes signature to predict risk of recurrence for patients with laryngeal squamous cell carcinoma Hong, Xiu Li, Yang Lv, Qian An, Jun Liu, Ying Wang, Xiuli Li, Rui Hu, Yuqiang Liu, Bing Int J Immunopathol Pharmacol Original Research Article OBJECTIVE: Numerous studies indicate that immune-related genes (IRGs) are closely related to tumorigenesis and tumor progression. We aimed to establish a robust IRGs-based signature to predict risk of recurrence for patients with laryngeal squamous cell carcinoma (LSCC). METHODS: Gene expression profiles were acquired to select differentially expressed IRGs (DEIRGs) between tumor and adjacent normal tissues. Functional enrichment analysis was performed to explore the biological roles of DEIRGs in LSCC. Univariate Cox analyses and LASSO regression model were used to construct a IRGs-based signature with the ability to predict recurrence for LSCC patients. RESULTS: A total of 272 DEIRGs were identified, of which 20 DEIRGs were significantly associated with recurrence-free survival (RFS). Subsequently, we constructed an eleven-IRGs signature that could classify patients into high-risk or low-risk groups in TCGA-LSCC training cohort. Patients in high-risk groups suffered from shorter RFS (log-rank p = 9.69E−06). Besides, the recurrence rate of high-risk group was significantly higher than that of low-risk group (41.1% vs. 13.7%; Fisher’s exact test p < 0.001). The predictive performance was validated in an independent cohort (GSE27020, log-rank p = 1.43E-03). Person correlation analysis showed that the risk scores calculated by eleven-IRGs signature were significantly associated with filtrating immune cells. Furthermore, three immune checkpoint molecules were significantly over-expressed in the high-risk group. CONCLUSION: Our findings for the first time constructed a robust IRGs-based signature to precisely predict risk of recurrence and further provided a deeper understanding of IRGs regulatory mechanism in LSCC pathogenesis. SAGE Publications 2023-04-19 /pmc/articles/PMC10127216/ /pubmed/37073715 http://dx.doi.org/10.1177/03946320231172075 Text en © The Author(s) 2023 https://creativecommons.org/licenses/by-nc/4.0/This article is distributed under the terms of the Creative Commons Attribution-NonCommercial 4.0 License (https://creativecommons.org/licenses/by-nc/4.0/) which permits non-commercial use, reproduction and distribution of the work without further permission provided the original work is attributed as specified on the SAGE and Open Access pages (https://us.sagepub.com/en-us/nam/open-access-at-sage).
spellingShingle Original Research Article
Hong, Xiu
Li, Yang
Lv, Qian
An, Jun
Liu, Ying
Wang, Xiuli
Li, Rui
Hu, Yuqiang
Liu, Bing
Identification of an immune-related genes signature to predict risk of recurrence for patients with laryngeal squamous cell carcinoma
title Identification of an immune-related genes signature to predict risk of recurrence for patients with laryngeal squamous cell carcinoma
title_full Identification of an immune-related genes signature to predict risk of recurrence for patients with laryngeal squamous cell carcinoma
title_fullStr Identification of an immune-related genes signature to predict risk of recurrence for patients with laryngeal squamous cell carcinoma
title_full_unstemmed Identification of an immune-related genes signature to predict risk of recurrence for patients with laryngeal squamous cell carcinoma
title_short Identification of an immune-related genes signature to predict risk of recurrence for patients with laryngeal squamous cell carcinoma
title_sort identification of an immune-related genes signature to predict risk of recurrence for patients with laryngeal squamous cell carcinoma
topic Original Research Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10127216/
https://www.ncbi.nlm.nih.gov/pubmed/37073715
http://dx.doi.org/10.1177/03946320231172075
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