Excavation of Molecular Subtypes of Endometrial Cancer Based on DNA Methylation

Yujie Liu & Yunyan Zhang et al. · 2022-11-13

Tumor heterogeneity makes the diagnosis and treatment of endometrial cancer difficult. As an important modulator of gene expression, DNA methylation can affect tumor heterogeneity and, therefore, provide effective information for clinical treatment. In this study, we explored specific prognostic clusters based on 482 examples of endometrial cancer methylation data in the TCGA database. By analyzing 4870 CpG clusters, we distinguished three clusters with different prognostics. Differences in DNA methylation levels are associated with differences in age, grade, clinical pathological staging, and prognosis. Subsequently, we screened out 264 specific hypermethylation and hypomethylation sites and constructed a prognostic model for Bayesian network classification, which corresponded to the classification of the test set to the classification results of the train set. Since the tumor microenvironment plays a key role in determining immunotherapy responses, we conducted relevant analyses based on clusters separated from DNA methylation data to determine the immune function of each cluster. We also predicted their sensitivity to chemotherapy drugs. Specific classifications of DNA methylation may help to address the heterogeneity of previously existing molecular clusters of endometrial cancer, as well as to develop more effective, individualized treatments.

Journal
Genes
Authors
Yujie Liu, Yue Gu, Mengyan Zhang, Jiaqi Zeng, Yangyang Wang, Hongli Wang, Xueting Liu, Sijia Liu, Zhao Wang, Yuan Wang, Le Wang, Yunyan Zhang
Funding

National Natural Science Foundation of China

U20A20339

National Natural Science Foundation of China

GA21C004

National Natural Science Foundation of China

LBH-Z20158

National Natural Science Foundation of China

62102120

Key Research and Development Project of Heilongjiang

U20A20339

Key Research and Development Project of Heilongjiang

GA21C004

Key Research and Development Project of Heilongjiang

LBH-Z20158

Key Research and Development Project of Heilongjiang

62102120

Heilongjiang Postdoctoral Fund

U20A20339

Heilongjiang Postdoctoral Fund

GA21C004

Heilongjiang Postdoctoral Fund

LBH-Z20158

Heilongjiang Postdoctoral Fund

62102120