Cargando…

A gene expression-based immune content predictor for survival and postoperative radiotherapy response in head and neck cancer

The immune infiltration in the tumor microenvironment has been demonstrated to be relevant to radiotherapy response. Here, we sought to understand the immune infiltration in head and neck cancer (HNC) and evaluate its significance in predicting prognosis and radiotherapy response. Using RNA sequenci...

Descripción completa

Detalles Bibliográficos
Autores principales: Li, Yingqin, Hong, Xiaohong, Zhang, Yuan, Li, Yingqing, Lei, Yuan, He, Qingmei, Yang, Xiaojing, Liang, Yelin, Ma, Jun, Liu, Na
Formato: Online Artículo Texto
Lenguaje:English
Publicado: American Society of Gene & Cell Therapy 2021
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8430044/
https://www.ncbi.nlm.nih.gov/pubmed/34553026
http://dx.doi.org/10.1016/j.omto.2021.06.013
_version_ 1783750653230710784
author Li, Yingqin
Hong, Xiaohong
Zhang, Yuan
Li, Yingqing
Lei, Yuan
He, Qingmei
Yang, Xiaojing
Liang, Yelin
Ma, Jun
Liu, Na
author_facet Li, Yingqin
Hong, Xiaohong
Zhang, Yuan
Li, Yingqing
Lei, Yuan
He, Qingmei
Yang, Xiaojing
Liang, Yelin
Ma, Jun
Liu, Na
author_sort Li, Yingqin
collection PubMed
description The immune infiltration in the tumor microenvironment has been demonstrated to be relevant to radiotherapy response. Here, we sought to understand the immune infiltration in head and neck cancer (HNC) and evaluate its significance in predicting prognosis and radiotherapy response. Using RNA sequencing data of 522 retrospective head and neck squamous cell carcinomas (HNSCCs), we constructed an immune content score based on genes related to 6 prognostic infiltrating cell types. Unsupervised hallmark pathway clustering demonstrated an immune-related tumor cluster containing the immune content score. Patients with high immune content scores exhibited favorable overall survival and disease-free survival (DFS). Moreover, the immune content score was an independent prognostic factor for DFS in HNSCC. Interestingly, the immune content score was strongly associated with radiation response pathways. These results were also extended to nasopharyngeal carcinoma. Furthermore, patients in the low immune content score group significantly gained overall survival benefits from postoperative radiotherapy (PORT), whereas patients in the high immune content score group did not. Therefore, this study identifies the immune content score as a prognostic tool, which might have a potential association with PORT response, thereby facilitating outcome prediction and treatment decision in HNC.
format Online
Article
Text
id pubmed-8430044
institution National Center for Biotechnology Information
language English
publishDate 2021
publisher American Society of Gene & Cell Therapy
record_format MEDLINE/PubMed
spelling pubmed-84300442021-09-21 A gene expression-based immune content predictor for survival and postoperative radiotherapy response in head and neck cancer Li, Yingqin Hong, Xiaohong Zhang, Yuan Li, Yingqing Lei, Yuan He, Qingmei Yang, Xiaojing Liang, Yelin Ma, Jun Liu, Na Mol Ther Oncolytics Original Article The immune infiltration in the tumor microenvironment has been demonstrated to be relevant to radiotherapy response. Here, we sought to understand the immune infiltration in head and neck cancer (HNC) and evaluate its significance in predicting prognosis and radiotherapy response. Using RNA sequencing data of 522 retrospective head and neck squamous cell carcinomas (HNSCCs), we constructed an immune content score based on genes related to 6 prognostic infiltrating cell types. Unsupervised hallmark pathway clustering demonstrated an immune-related tumor cluster containing the immune content score. Patients with high immune content scores exhibited favorable overall survival and disease-free survival (DFS). Moreover, the immune content score was an independent prognostic factor for DFS in HNSCC. Interestingly, the immune content score was strongly associated with radiation response pathways. These results were also extended to nasopharyngeal carcinoma. Furthermore, patients in the low immune content score group significantly gained overall survival benefits from postoperative radiotherapy (PORT), whereas patients in the high immune content score group did not. Therefore, this study identifies the immune content score as a prognostic tool, which might have a potential association with PORT response, thereby facilitating outcome prediction and treatment decision in HNC. American Society of Gene & Cell Therapy 2021-07-10 /pmc/articles/PMC8430044/ /pubmed/34553026 http://dx.doi.org/10.1016/j.omto.2021.06.013 Text en © 2021 The Authors https://creativecommons.org/licenses/by-nc-nd/4.0/This is an open access article under the CC BY-NC-ND license (http://creativecommons.org/licenses/by-nc-nd/4.0/).
spellingShingle Original Article
Li, Yingqin
Hong, Xiaohong
Zhang, Yuan
Li, Yingqing
Lei, Yuan
He, Qingmei
Yang, Xiaojing
Liang, Yelin
Ma, Jun
Liu, Na
A gene expression-based immune content predictor for survival and postoperative radiotherapy response in head and neck cancer
title A gene expression-based immune content predictor for survival and postoperative radiotherapy response in head and neck cancer
title_full A gene expression-based immune content predictor for survival and postoperative radiotherapy response in head and neck cancer
title_fullStr A gene expression-based immune content predictor for survival and postoperative radiotherapy response in head and neck cancer
title_full_unstemmed A gene expression-based immune content predictor for survival and postoperative radiotherapy response in head and neck cancer
title_short A gene expression-based immune content predictor for survival and postoperative radiotherapy response in head and neck cancer
title_sort gene expression-based immune content predictor for survival and postoperative radiotherapy response in head and neck cancer
topic Original Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8430044/
https://www.ncbi.nlm.nih.gov/pubmed/34553026
http://dx.doi.org/10.1016/j.omto.2021.06.013
work_keys_str_mv AT liyingqin ageneexpressionbasedimmunecontentpredictorforsurvivalandpostoperativeradiotherapyresponseinheadandneckcancer
AT hongxiaohong ageneexpressionbasedimmunecontentpredictorforsurvivalandpostoperativeradiotherapyresponseinheadandneckcancer
AT zhangyuan ageneexpressionbasedimmunecontentpredictorforsurvivalandpostoperativeradiotherapyresponseinheadandneckcancer
AT liyingqing ageneexpressionbasedimmunecontentpredictorforsurvivalandpostoperativeradiotherapyresponseinheadandneckcancer
AT leiyuan ageneexpressionbasedimmunecontentpredictorforsurvivalandpostoperativeradiotherapyresponseinheadandneckcancer
AT heqingmei ageneexpressionbasedimmunecontentpredictorforsurvivalandpostoperativeradiotherapyresponseinheadandneckcancer
AT yangxiaojing ageneexpressionbasedimmunecontentpredictorforsurvivalandpostoperativeradiotherapyresponseinheadandneckcancer
AT liangyelin ageneexpressionbasedimmunecontentpredictorforsurvivalandpostoperativeradiotherapyresponseinheadandneckcancer
AT majun ageneexpressionbasedimmunecontentpredictorforsurvivalandpostoperativeradiotherapyresponseinheadandneckcancer
AT liuna ageneexpressionbasedimmunecontentpredictorforsurvivalandpostoperativeradiotherapyresponseinheadandneckcancer
AT liyingqin geneexpressionbasedimmunecontentpredictorforsurvivalandpostoperativeradiotherapyresponseinheadandneckcancer
AT hongxiaohong geneexpressionbasedimmunecontentpredictorforsurvivalandpostoperativeradiotherapyresponseinheadandneckcancer
AT zhangyuan geneexpressionbasedimmunecontentpredictorforsurvivalandpostoperativeradiotherapyresponseinheadandneckcancer
AT liyingqing geneexpressionbasedimmunecontentpredictorforsurvivalandpostoperativeradiotherapyresponseinheadandneckcancer
AT leiyuan geneexpressionbasedimmunecontentpredictorforsurvivalandpostoperativeradiotherapyresponseinheadandneckcancer
AT heqingmei geneexpressionbasedimmunecontentpredictorforsurvivalandpostoperativeradiotherapyresponseinheadandneckcancer
AT yangxiaojing geneexpressionbasedimmunecontentpredictorforsurvivalandpostoperativeradiotherapyresponseinheadandneckcancer
AT liangyelin geneexpressionbasedimmunecontentpredictorforsurvivalandpostoperativeradiotherapyresponseinheadandneckcancer
AT majun geneexpressionbasedimmunecontentpredictorforsurvivalandpostoperativeradiotherapyresponseinheadandneckcancer
AT liuna geneexpressionbasedimmunecontentpredictorforsurvivalandpostoperativeradiotherapyresponseinheadandneckcancer