Comprehensive gene cluster analysis of head and neck squamous cell carcinoma TCGA RNA‐seq data defines B cell immunity‐related genes as a robust survival predictor

Head & Neck ◽  
2021 ◽  
Author(s):  
Xin Feng ◽  
Tan Zhang ◽  
Jeff Chou ◽  
Liang Liu ◽  
Lance D. Miller ◽  
...  
2018 ◽  
Author(s):  
Atlas Khan ◽  
Qian Liu ◽  
Xuelian Chen ◽  
Yunjing Zeng ◽  
Andres Stucky ◽  
...  

AbstractNext generation sequencing (NGS) provides an opportunity to detect viral species from RNA-seq data on human tissues, but existing computational approaches do not perform optimally on clinical samples. We developed a bioinformatics method called VirTect for detecting viruses in neoplastic human tissues using RNA-seq data. Here, we used VirTect to analyze RNA-seq data from 363 HNSCC (head and neck squamous cell carcinoma) patients and identified 22 HPV-induced HNSCCs. These predictions were validated by manual review of pathology reports on histopathologic specimens. Compared to two existing prediction methods, VirusFinder and VirusSeq, VirTect demonstrated superior performance with many fewer false positives and false negatives. The majority of HPV carcinogenesis studies thus far have been performed on cervical cancer and generalized to HNSCC. Our results suggest that HPV-induced HNSCC involves unique mechanisms of carcinogenesis, so understanding these molecular mechanisms will have a significant impact on therapeutic approaches and outcomes. In summary, VirTect can be an effective solution for the detection of viruses with NGS data, and can facilitate the clinicopathologic characterization of various types of cancers with broad applications for oncology.Significance StatementWe developed a new bioinformatics tool, and reported the new inside of HPV carcinogenesis mechanism in HPV-induced head and neck squamous cell carcinoma (HNSCC). This novel bioin-formatics tool and the new knowledge of HPV-induced HNSCC will facilitate the development of target therapies for treating HNSCC.


2008 ◽  
Vol 123 (10) ◽  
pp. 2354-2361 ◽  
Author(s):  
Carla M.L. van Herpen ◽  
Robbert van der Voort ◽  
Jeroen A.W.M. van der Laak ◽  
Ina S. Klasen ◽  
Aniek O. de Graaf ◽  
...  

2016 ◽  
Vol 12 (4) ◽  
pp. 2846-2853 ◽  
Author(s):  
Vicky Yu ◽  
Pranav Singh ◽  
Elham Rahimy ◽  
Hao Zheng ◽  
Selena Z. Kuo ◽  
...  

2021 ◽  
Vol 10 ◽  
Author(s):  
Liang Peng ◽  
Wei Sun ◽  
Lin Chen ◽  
Wei-Ping Wen

ObjectivesTo investigate the role of interleukin-33 (IL-33) in head and neck squamous cell carcinoma (HNSCC).Materials and MethodsRNA-seq data of 520 cases of HNSCC were retrieved from The Cancer Genome Atlas. The tumor microenvironment was deconstructed by xCell using bulk RNA-seq data. The cohort was dichotomized by the median IL-33 expression level. Immune cell components and molecular markers were compared between the high and low IL-33 groups. The prognostic value of IL-33 was evaluated by the log-rank test. Differential gene expression analysis and KEGG pathway enrichment analysis were also conducted. The relationship between the IL-33 expression level and the abundance of its potential cellular sources was evaluated by Pearson’s partial correlation test. Subgroup analysis was conducted in laryngeal, oropharyngeal, and oral cavity squamous cell carcinoma (LSCC, OPSCC, and OCSCC).ResultsThe role of IL-33 in HNSCC was heterogeneous among tumors at different sites. In LSCC, IL-33 may increase the extent of malignancy of tumor cells and act as a pro-tumor factor. In OCSCC, IL-33 may play a role in orchestrating the immune responses against tumor cells and act as an antitumor factor. The role of IL-33 in OPSCC was undetermined. IL-33 in LSCC was mainly derived from endothelial cells, while IL-33 in OCSCC was mainly derived from endothelial and epithelial cells.ConclusionAccording to the different sources of IL-33 in LSCC and OCSCC, we propose a hypothesis that stroma-derived IL-33 could favor tumor progression, while epithelial-derived IL-33 could favor antitumor immune responses in HNSCC.


2015 ◽  
Vol 33 (15_suppl) ◽  
pp. e22108-e22108 ◽  
Author(s):  
Sacha Rothschild ◽  
Alex Lechner ◽  
Hans Anton Schloesser ◽  
Martin Thelen ◽  
Alexander Shimabukuro-Vornhagen ◽  
...  

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