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

Expert Rev Mol Diagn. 2022 Sep;22(9):905-913. doi: 10.1080/14737159.2022.2131396. Epub 2022 Oct 14.

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).

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.

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.

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.

Keywords: 5-methylcytosine; Lung squamous cell carcinoma; immunotherapy; prognosis; tumor mutation burden.

Publication types

  • Research Support, Non-U.S. Gov't

MeSH terms

  • 5-Methylcytosine
  • Biomarkers, Tumor / genetics
  • 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
  • Humans
  • Immunologic Factors
  • Immunotherapy
  • Lung / pathology
  • Lung Neoplasms* / diagnosis
  • Lung Neoplasms* / genetics
  • Lung Neoplasms* / therapy

Substances

  • 5-Methylcytosine
  • Biomarkers, Tumor
  • Immunologic Factors