Construction of a necroptosis-related lncRNA signature to predict the prognosis and immune microenvironment of head and neck squamous cell carcinoma

被引:16
作者
Huang, Juntao [1 ,2 ]
Xu, Ziqian [3 ]
Teh, Bing Mei [4 ,5 ,6 ]
Zhou, Chongchang [1 ,2 ]
Yuan, Zhechen [1 ,2 ]
Shi, Yunbin [1 ]
Shen, Yi [1 ,2 ]
机构
[1] Ningbo Univ, Ningbo Med Ctr, Dept Otolaryngol Head & Neck Surg, Lihuili Hosp,Affiliated Lihuili Hosp, Ningbo, Zhejiang, Peoples R China
[2] Ningbo Univ, Sch Med, Ningbo, Zhejiang, Peoples R China
[3] Shanghai Jiao Tong Univ, Shanghai Gen Hosp, Dept Dermatol, Sch Med, Shanghai, Peoples R China
[4] Eastern Hlth, Dept Ear Nose & Throat, Head & Neck Surg, Box Hill, Vic, Australia
[5] Monash Hlth, Dept Otolaryngol Head & Neck Surg, Clayton, Vic, Australia
[6] Monash Univ, Fac Med Nursing & Hlth Sci, Clayton, Vic, Australia
基金
中国国家自然科学基金;
关键词
head and neck squamous cell carcinoma; immunotherapy; long non-coding RNA; necroptosis; prognosis; TUMOR MICROENVIRONMENT; NONCODING RNA; IDENTIFICATION; PROLIFERATION; IMMUNOTHERAPY; EPIDEMIOLOGY; LANDSCAPE; IMPACT;
D O I
10.1002/jcla.24480
中图分类号
R446 [实验室诊断]; R-33 [实验医学、医学实验];
学科分类号
1001 ;
摘要
Background Previous studies have determined that necroptosis-related genes are potential biomarkers in head and neck squamous cell carcinoma (HNSCC). Herein, we established a novel risk model based on necroptosis-related lncRNAs (nrlncRNAs) to predict the prognosis of HNSCC patients. Methods Transcriptome and related information were obtained from TCGA database, and an nrlncRNA signature was established based on univariate Cox analysis and least absolute shrinkage and selection operator Cox regression. Kaplan-Meier analysis and time-dependent receiver operating characteristic (ROC) analysis were used to evaluate the model, and a nomogram for survival prediction was established. Gene set enrichment analysis, immune analysis, drug sensitivity analysis, correlation with N6-methylandenosin (m6A), and tumor stemness analysis were performed. Furthermore, the entire set was divided into two clusters for further discussion. Results A novel signature was established with six nrlncRNAs. The areas under the ROC curves (AUCs) for 1-, 3-, and 5-year overall survival (OS) were 0.699, 0.686, and 0.645, respectively. Patients in low-risk group and cluster 2 had a better prognosis, more immune cell infiltration, higher immune function activity, and higher immune scores; however, patients in high-risk group and cluster 1 were more sensitive to chemotherapy. Moreover, the risk score had negative correlation with m6A-related gene expression and tumor stemness. Conclusion According to this study, we constructed a novel signature with nrlncRNA pairs to predict the survival of HNSCC patients and guide immunotherapy and chemotherapy. This may possibly promote the development of individualized and precise treatment for HNSCC patients.
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页数:12
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共 43 条
[1]   ATM, BCL2, and TGF Gene Polymorphisms as Radiotherapy Outcome Biomarkers in Head and Neck Squamous Cell Carcinoma Patients [J].
Agostini, Lidiane P. ;
Stur, Elaine ;
Garcia, Fernanda M. ;
Ventorim, Diego P. ;
dos Reis, Raquel S. ;
Dettogni, Raquel S. ;
dos Santos, Eldamaria V. W. ;
Peterle, Gabriela T. ;
Maia, Lucas L. ;
Mendes, Suzanny O. ;
de Carvalho, Marcos B. ;
Tajara, Eloiza H. ;
de Paula, Flavia ;
dos Santos, Marcelo ;
da Silva, Adriana M. A. ;
Louro, Iuri Drumond .
GENETIC TESTING AND MOLECULAR BIOMARKERS, 2017, 21 (12) :727-735
[2]   Heterogeneity of the Head and Neck Squamous Cell Carcinoma Immune Landscape and Its Impact on Immunotherapy [J].
Canning, Madison ;
Guo, Gang ;
Yu, Miao ;
Myint, Calvin ;
Groves, Michael W. ;
Byrd, James Kenneth ;
Cui, Yan .
FRONTIERS IN CELL AND DEVELOPMENTAL BIOLOGY, 2019, 7
[3]   m6A modification of non-coding RNA and the control of mammalian gene expression [J].
Coker, Heather ;
Wei, Guifeng ;
Brockdorff, Neil .
BIOCHIMICA ET BIOPHYSICA ACTA-GENE REGULATORY MECHANISMS, 2019, 1862 (03) :310-318
[4]   Pyroptosis patterns and immune infiltrates characterization in head and neck squamous cell carcinoma [J].
Deng, Hongxia ;
Wei, Zhengyu ;
Qiu, Shijie ;
Ye, Dong ;
Gu, Shanshan ;
Shen, Yi ;
Shen, Zhisen ;
Jin, Yangli ;
Zhou, Chongchang .
JOURNAL OF CLINICAL LABORATORY ANALYSIS, 2022, 36 (04)
[5]   Turning Cold into Hot: Firing up the Tumor Microenvironment [J].
Duan, Qianqian ;
Zhang, Hualing ;
Zheng, Junnian ;
Zhang, Lianjun .
TRENDS IN CANCER, 2020, 6 (07) :605-618
[6]   A critical analysis of the 8th edition TNM staging for head and neck cutaneous squamous cell carcinoma with lymph node metastases and comparison to N1S3 stage and ITEM risk score: A multicenter study [J].
Ebrahimi, Ardalan ;
Luk, Peter P. ;
Low, Hubert ;
McDowell, Lachlan ;
Magarey, Matthew J. R. ;
Smith, Paul N. ;
Perriman, Diana M. ;
Veness, Michael ;
Gupta, Ruta ;
Clark, Jonathan R. .
JOURNAL OF SURGICAL ONCOLOGY, 2021, 123 (07) :1531-1539
[7]   The Role of Tumor Microenvironment in Cancer Immunotherapy [J].
Frankel, Timothy ;
Lanfranca, Mirna Perusina ;
Zou, Weiping .
TUMOR IMMUNE MICROENVIRONMENT IN CANCER PROGRESSION AND CANCER THERAPY, 2017, 1036 :51-64
[8]   Clinical drug response can be predicted using baseline gene expression levels and in vitro drug sensitivity in cell lines [J].
Geeleher, Paul ;
Cox, Nancy J. ;
Huang, R. Stephanie .
GENOME BIOLOGY, 2014, 15 (03)
[9]   Regulation of gene expression by cis-acting long non-coding RNAs [J].
Gil, Noa ;
Ulitsky, Igor .
NATURE REVIEWS GENETICS, 2020, 21 (02) :102-117
[10]   Epidemiology of Human Papillomavirus-Positive Head and Neck Squamous Cell Carcinoma [J].
Gillison, Maura L. ;
Chaturvedi, Anil K. ;
Anderson, William F. ;
Fakhry, Carole .
JOURNAL OF CLINICAL ONCOLOGY, 2015, 33 (29) :3235-+