Molecular features, biological behaviors and clinical implications of m 5 C RNA methylation modification regulators in gastrointestinal cancers.

Cancer biology & therapy(2023)

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摘要
Epitranscriptome studies have shown that critical RNA modifications drive tumorigenicity; however, the role of 5-methylcytosine (mC) RNA methylation remains poorly understood. We extracted 17 mC regulators and clustered distinct mC modification patterns by consensus clustering analysis. Gene set variation and single-sample gene set enrichment analysis were applied to quantify functional analysis and immune infiltration. The least absolute shrinkage and selection operator was employed to develop a prognostic risk score. Kaplan-Meier with log-rank test was used for survival analysis. Differential expression analysis was performed with the "limma" R package. Wilcoxon signed ranked test or Kruskal-Wallis test was used to compare groups. We observed that mC RNA methylation was commonly upregulated in gastrointestinal cancer and related to prognosis. Clusters were identified for mC patterns, with distinct immune infiltrations and functional pathways. The risk scores of mC regulators were independent risk factors. Differentially expressed mRNAs (DEmRNAs) in mC clusters were involved in cancer-related pathways. The methylation-based mCscore showed a significant effect on the prognosis. Patients with a lower mCscore exhibited more therapeutic efficiency on anti-CTLA4 therapy in liver cancer, while the combination of anti-CTLA4 therapy and pd1 was more efficient for patients with a lower mCscore in pancreatic cancer. We uncovered dysregulations of mC-related regulators in gastrointestinal cancer and their associations with overall survival. Some immune cells were differently infiltrated in distinct mC modification patterns, indicating their potential impacts on gastrointestinal cancer cell-immune. Moreover, an mCscore, derived from DEmRNAs in specific clusters, can serve as a classifier for immunotherapy.
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关键词
Epigenetics, transcriptome, methylation, 5-methylcytosine, prognostic biomarker, immunotherapy, gastrointestinal cancer
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