CMAtlas: a comprehensive DNA methylation atlas for exploring epigenetic alterations in 34 human cancer types

Mengni Liu1,2, Lizhen Jiang1,3,4, Luowanyue Zhang2

  • 1Clinical Big Data Research Center, Scientific Research Center, Shenzhen Key Laboratory of Bone Tissue Repair and Translational Research, Department of Orthopaedic Surgery, The Seventh Affiliated Hospital of Sun Yat-sen University, Shenzhen 518107, China.

PubMed
Abstract

Insights

CMAtlas is a new resource for cancer methylation data, integrating diverse samples and technologies. It identifies numerous tumor-specific and cancer-type-specific methylation features, aiding precision oncology.

Area of Science:

  • Epigenetics
  • Cancer Biology
  • Bioinformatics

Background:

  • Aberrant DNA methylation is a key cancer hallmark.
  • Existing resources lack technological diversity and comprehensive cancer coverage.
  • Most platforms do not integrate multi-omics data or address cancer-type-specific methylation.

Purpose of the Study:

  • To develop a comprehensive platform for cancer methylation data analysis.
  • To integrate diverse datasets and multi-omics information.
  • To facilitate precision oncology and drug discovery by providing cancer-type-specific methylation features.

Main Methods:

  • Developed CMAtlas, integrating 13,753 samples across 34 cancer types.
  • Applied technology-tailored pipelines to identify differentially methylated elements (DMEs) and regions (DMRs).
  • Annotated DMEs and DMRs with multi-omics data (RNA expression, mutations, chromatin accessibility) and clinical relevance.

Main Results:

  • Identified 830,725 tumor-specific DMEs and 1,480,098 DMRs.
  • Identified 1,154,256 cancer-type-specific DMEs and 329,154 DMRs.
  • Demonstrated high cross-platform consistency and concordance between tumor tissues and cell lines.
  • Showcased utility by identifying prognostic aberrant methylation in colorectal cancer driver genes.

Conclusions:

  • CMAtlas provides a robust and comprehensive resource for cancer methylation research.
  • The platform facilitates deep multi-omics integration and analysis of cancer-type-specific methylation.
  • CMAtlas supports precision oncology and drug discovery through its extensive data and analysis tools.