ArticleFrontiers in cell and developmental biology2020
Co-occurrence and Mutual Exclusivity Analysis of DNA Methylation Reveals Distinct Subtypes in Multiple Cancers.
Article in Frontiers in cell and developmental biology, 2020. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 18 papers.
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Who cites it
18 citing papers in PubMed.
- Targeting chaperone-mediated autophagy inhibits properties of glioblastoma stem cells and restores anti-tumor immunity.Nature communications · 2025Article
- Multi-omics analysis of the effects of pla2g4a on the prognosis of various cancers and its experimental validation in breast cancer cell lines.Discover oncology · 2025Article
- The NLRP1 Emerges as a Promising Therapeutic Target and Prognostic Biomarker Across Multiple Cancer Types: A Comprehensive Pan-Cancer Analysis.Cancer medicine · 2025Article
- Bioinformatics analysis of mitochondrial metabolism-related genes demonstrates their importance in renal cell carcinoma.Discover oncology · 2025Article
- PABPN1 as a pan-cancer biomarker: prognostic significance and association with tumor immune microenvironment.Frontiers in immunology · 2025Article
- Comprehensive analysis, diagnosis, prognosis, and cordycepin (CD) regulations for GSDME expressions in pan-cancers.Cancer cell international · 2024Article
- Carcinogenic roles of MAFG-AS1 in human cancers.Clinical & translational oncology : official publication of the Federation of Spanish Oncology Societies and of the National Cancer Institute of Mexico · 2024Review
- Triggering pyroptosis enhances the antitumor efficacy of PARP inhibitors in prostate cancer.Cellular oncology (Dordrecht, Netherlands) · 2023Article
- Integrative Analysis of DNA Methylation and Gene Expression Data Identifies Potential Biomarkers and Functional Epigenetic Modules for SARS-CoV-2.Biochemical genetics · 2023Article
- Review
- Thorough statistical analyses of breast cancer co-methylation patterns.BMC genomic data · 2022Article
- Article
- The Prognostic Value and Immunological Role of STEAP1 in Pan-Cancer: A Result of Data-Based Analysis.Oxidative medicine and cellular longevity · 2022Article
- Epigenetic Alterations of DNA Methylation and miRNA Contribution to Lung Adenocarcinoma.Frontiers in genetics · 2022Article
- Methylation silencing CDH23 is a poor prognostic marker in diffuse large B-cell lymphoma.Aging · 2021Article
- Article
- Genome-wide methylation patterns predict clinical benefit of immunotherapy in lung cancer.Clinical epigenetics · 2020Article
- A Risk Prediction Model for Breast Cancer Based on Immune Genes Related to Early Growth Response Proteins Family.Frontiers in molecular biosciences · 2020Article
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Authors and funding
5 authors.
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No grant is acknowledged in the PubMed record.
Abstract
Co-occurrence and mutual exclusivity (COME) of DNA methylation refer to two or more genes that tend to be positively or negatively correlated in DNA methylation among different samples. Although COME of gene mutations in pan-cancer have been well explored, little is known about the COME of DNA methylation in pan-cancer. Here, we systematically explored the COME of DNA methylation profile in diverse human cancer. A total of 5,128,332 COME events were identified in 14 main cancers types in The Cancer Genome Atlas (TCGA). We also identified functional epigenetic modules of the zinc finger gene family in six cancer types by integrating the gene expression and DNA methylation data and the frequently occurred COME network. Interestingly, most of the genes in those functional epigenetic modules are epigenetically repressed. Strikingly, those frequently occurred COME events could be used to classify the patients into several subtypes with significant different clinical outcomes in six cancers as well as pan-cancer (
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