Four m6A RNA Methylation Gene Signatures and Their Prognostic Values in Lung Adenocarcinoma

Technol Cancer Res Treat. 2022 Jan-Dec:21:15330338221085373. doi: 10.1177/15330338221085373.

Abstract

Introduction: Evidence demonstrates that N6-methyladenosine (m6A) modification plays an increasingly important role in the development of tumors. The aim of this study is to explore the expression of m6A-related regulators in lung adenocarcinoma, identify the effect of altered key factors modified by m6A on the prognosis of patients with lung adenocarcinoma. Methods: A comprehensive analysis of m6A-related gene expressions in patients with lung adenocarcinoma based on The Cancer Genome Atlas database (TCGA) and the CBioPortal database. A prognostic risk score was established based on a linear combination of 4 key gene expression levels using the regression coefficients of the multivariate Cox regression models. Immunohistochemical staining analysis was performed to validate the relationship between the protein expression level of m6A regulators and the prognosis of patients retrospectively. The possible mechanism and prospective therapeutic targets of these key m6A molecules were explored by the M6A2Target database and the CMAP database. Results: Mutation pattern analysis revealed that 32% of 656 patients had genetic alterations. Four genes (writer: methyltransferase like 3 [METTL3] and three readers: insulin like growth factor 2 mRNA binding protein 2 [IGF2BP2], heterogeneous nuclear ribonucleoprotein C [HNRNPC], and heterogeneous nuclear ribonucleoprotein A2/B1 [HNRNPA2B1]) were selected to construct a survival risk prediction model and the results of immunohistochemical staining showed that the expression of these four m6A genes was significantly different between lung adenocarcinoma tissues and normal lung tissues (p < .01). The possible downstream genes and prospective therapeutic targets of these four m6A key molecules were discovered. Conclusion: These four m6A RNA methylation regulators may be effective prognostic and diagnostic factors which can provide auxiliary diagnosis and prognosis of lung adenocarcinoma.

Keywords: M6A methylation RNA regulators; TCGA; gene signatures; nomogram; non-small cell lung cancer (NSCLC); small molecule drugs.

Publication types

  • Research Support, Non-U.S. Gov't

MeSH terms

  • Adenocarcinoma of Lung* / genetics
  • Humans
  • Lung Neoplasms* / genetics
  • Methylation
  • Methyltransferases / genetics
  • Methyltransferases / metabolism
  • Prognosis
  • RNA / metabolism
  • RNA-Binding Proteins / metabolism
  • Retrospective Studies

Substances

  • IGF2BP2 protein, human
  • RNA-Binding Proteins
  • RNA
  • Methyltransferases
  • METTL3 protein, human