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Construction of a 5-methylcytosine-Related Molecular Signature to Inform the Prognosis and Immunotherapy of Lung Squamous Cell Carcinoma.
- Source :
-
Expert review of molecular diagnostics [Expert Rev Mol Diagn] 2022 Sep; Vol. 22 (9), pp. 905-913. Date of Electronic Publication: 2022 Oct 14. - Publication Year :
- 2022
-
Abstract
- Background: 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).<br />Methods: 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.<br />Results: : 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.<br />Conclusion: 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.
- Subjects :
- Humans
5-Methylcytosine
Immunotherapy
Biomarkers, Tumor genetics
Immunologic Factors
Lung pathology
Lung Neoplasms diagnosis
Lung Neoplasms genetics
Lung Neoplasms therapy
Carcinoma, Non-Small-Cell Lung diagnosis
Carcinoma, Non-Small-Cell Lung genetics
Carcinoma, Non-Small-Cell Lung therapy
Carcinoma, Squamous Cell diagnosis
Carcinoma, Squamous Cell genetics
Carcinoma, Squamous Cell therapy
Subjects
Details
- Language :
- English
- ISSN :
- 1744-8352
- Volume :
- 22
- Issue :
- 9
- Database :
- MEDLINE
- Journal :
- Expert review of molecular diagnostics
- Publication Type :
- Academic Journal
- Accession number :
- 36197838
- Full Text :
- https://doi.org/10.1080/14737159.2022.2131396