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June 5, 2026Communications Biology0 citationsOpen Access

Endothelial cell-specific DNA methylation alterations in breast cancer

BKBarbara KarakyriakouZZZe ZhangHLHanxu Lu

Key Points

  • This research aims to explore the DNA methylation patterns in tumor endothelial cells compared to normal endothelial cells in non-tumor tissues.
  • Used bulk DNA methylation to analyze samples from 1071 tumors and 415 non-tumor tissues.
  • Employed cell type deconvolution techniques (HiTIMED) and interaction testing framework (CellDMC).
  • Identified >4500 differentially methylated CpGs associated with angiogenesis and endothelial function.
  • Identified 4500+ TEC-specific CpGs with altered methylation (p<0.001).
  • Methylation changes were linked to reprogrammed transcriptional networks affecting angiogenesis.
  • Cancer angiogenesis and vascular dysfunction were associated with the observed methylation alterations.

Abstract

DNA methylation alterations are well-established contributors to carcinogenesis, yet, in the tumor microenvironment (TME), patterns of lineage and cell-specific methylation alterations are not well understood. Single-cell DNA methylation profiling in the TME is limited by technical challenges and high costs. Here, we use bulk DNA methylation, cell type deconvolution (HiTIMED), and an interaction testing framework (CellDMC) to identify reproducible, computationally inferred lineage-specific epigenetic alterations in the TME supported by orthogonal data sources. Tumor endothelial cells (TECs), critical regulators of angiogenesis, vascular permeability, and immune cell trafficking, acquire structural and functional abnormalities that promote tumor growth. We hypothesize that TECs have altered DNA methylation compared with endothelial cells in non-tumor tissues. In genome-scale methylation data from discovery and validation datasets (tumor n = 1071; non-tumor n = 415), we identify and validate >4500 TEC-specific CpGs with altered methylation, many mapping to genes involved in angiogenesis and endothelial function. Integration with gene expression data indicates that TEC-specific methylation alterations may reprogram transcriptional networks controlling angiogenesis. High-resolution, cell lineage-specific epigenetic landscapes can be inferred from bulk methylation data, implicating TEC-specific DNA methylation alterations as potential drivers of cancer angiogenesis and vascular dysfunction and providing a framework for future mechanistic and translational studies of the tumor vasculature.

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Cite This Study

Karakyriakou et al. (2026) studied this question.

synapsesocial.com/papers/6a22672f763171746d545dechttps://doi.org/10.1038/s42003-026-10393-8
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