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Construction of a 5-methylcytosine-Related Molecular Signature to Inform the Prognosis and Immunotherapy of Lung Squamous Cell Carcinoma.

Authors :
He, Rong
Feng, Xiaoli
Yang, Kai
Zhou, Xiafei
Li, Wancheng
Zeng, Jun
Source :
Expert Review of Molecular Diagnostics; Sep2022, Vol. 22 Issue 9, p905-913, 9p
Publication Year :
2022

Abstract

Methylation of cytosine residues resulting in 5-methylcytosine (5-mC) is an important epigenetic modification associated with tumorigenesis. The present study explored the relationship between methylation, prognosis, and immunotherapy of patients suffering from lung squamous cell carcinoma (LUSC). RNA sequencing data and corresponding clinical information were downloaded, and preprocessed, and unsupervised consistent cluster analysis was used to identify 5-mC-related clusters and gene clusters. 5-mC scores were calculated using principal component analysis, and a Boruta algorithm was used to evaluate the relationship between tumor mutation burden (TMB), immune checkpoint inhibitor response, and prognosis of individual LUSC patients. : Two 5-mC clusters and three gene clusters with different prognoses were identified. Patients with higher 5-mC scores showed worse prognoses, which was confirmed in multiple cohorts. Some immune-related biological functions and pathways were enriched in the high-5-mC score subtype. The 5-mC score is a potential biomarker independent of TMB, which can be a decisive factor regarding immune treatment responses. Further, patients with low 5-mC scores may respond better to immunotherapy. The 5-mC score can thus be used as a potential biomarker for the prognosis of LUSC patients and their response to immunotherapy. [ABSTRACT FROM AUTHOR]

Details

Language :
English
ISSN :
14737159
Volume :
22
Issue :
9
Database :
Complementary Index
Journal :
Expert Review of Molecular Diagnostics
Publication Type :
Academic Journal
Accession number :
159948469
Full Text :
https://doi.org/10.1080/14737159.2022.2131396