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Circulating cell-free methylated DNA reveals tissue-specific, cellular damage from radiation treatment
Megan E. McNamara, … , Tommy Kaplan, Anton Wellstein
Megan E. McNamara, … , Tommy Kaplan, Anton Wellstein
Published June 15, 2023
Citation Information: JCI Insight. 2023;8(14):e156529. https://doi.org/10.1172/jci.insight.156529.
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Research Article Genetics Oncology

Circulating cell-free methylated DNA reveals tissue-specific, cellular damage from radiation treatment

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Abstract

Radiation therapy is an effective cancer treatment, although damage to healthy tissues is common. Here we analyzed cell-free, methylated DNA released from dying cells into the circulation to evaluate radiation-induced cellular damage in different tissues. To map the circulating DNA fragments to human and mouse tissues, we established sequencing-based, cell-type-specific reference DNA methylation atlases. We found that cell-type-specific DNA blocks were mostly hypomethylated and located within signature genes of cellular identity. Cell-free DNA fragments were captured from serum samples by hybridization to CpG-rich DNA panels and mapped to the DNA methylation atlases. In a mouse model, thoracic radiation-induced tissue damage was reflected by dose-dependent increases in lung endothelial and cardiomyocyte methylated DNA in serum. The analysis of serum samples from patients with breast cancer undergoing radiation treatment revealed distinct dose-dependent and tissue-specific epithelial and endothelial responses to radiation across multiple organs. Strikingly, patients treated for right-sided breast cancers also showed increased hepatocyte and liver endothelial DNA in the circulation, indicating the impact on liver tissues. Thus, changes in cell-free methylated DNA can uncover cell-type-specific effects of radiation and provide a readout of the biologically effective radiation dose received by healthy tissues.

Authors

Megan E. McNamara, Netanel Loyfer, Amber J. Kiliti, Marcel O. Schmidt, Sapir Shabi-Porat, Sidharth S. Jain, Sarah Martinez Roth, A. Patrick McDeed IV, Nesreen Shahrour, Elizabeth Ballew, Yun-Tien Lin, Heng-Hong Li, Anne Deslattes Mays, Sonali Rudra, Anna T. Riegel, Keith Unger, Tommy Kaplan, Anton Wellstein

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Figure 4

Methylation profiling of tissue-specific endothelial cell types reveals epigenetic heterogeneity associated with differential gene expression and biological functions.

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Methylation profiling of tissue-specific endothelial cell types reveals ...
(A) Functions of genes adjacent to endothelium-specific methylation blocks (all P < 0.05). Blue color indicates nearby hypomethylated regulatory blocks. Yellow color indicates nearby hypermethylated regulatory blocks. (B) Example of the NOS3 locus specifically unmethylated in endothelial cells. This endothelium-specific, differentially methylated block (DMB; highlighted in light blue) is 157 bp long (7 CpGs), and is located within the NOS3 gene, an endothelium-specific gene (upregulated in paired RNA-seq data as well as in vascular endothelial cells, GTEx inset). The alignment from the UCSC genome browser (top) provides the genomic locus organization and is aligned with the average methylation (purple tracks) across cardiomyocyte, lung epithelial, liver sinusoidal endothelial cell (LSEC), cardiopulmonary endothelial cell (CPEC), hepatocyte, and immune (PBMC) samples (n = 3/cell-type group). Results from RNA-seq generated from paired cell types are depicted (green tracks) as well as peak intensity from H3K27ac and H3K4me3 published ChIP-seq data generated in endothelial cells (blue tracks). (C) Expression levels of genes adjacent to tissue-specific endothelial methylation blocks. Expression data were generated from paired RNA-seq of the same CPEC and LSEC populations used to generate methylation reference data. Pan-endothelial genes upregulated in both populations (ALL) are identified as common endothelium-specific methylation blocks to both LSEC and CPEC tissue–specific endothelial populations. (D) Pathways related to the biological function of genes containing endothelium-specific methylation blocks (all Benjamini-Hochberg–corrected P < 0.05 by right-tailed Fisher’s exact test). Unique pathways to tissue-specific endothelial cells are highlighted in distinct colors. (E) Top 5 transcription factor binding sites enriched among endothelium-specific hypomethylated blocks, using HOMER de novo and known motif analysis (cumulative hypergeometric distribution statistic). The background for the HOMER analysis consisted of 3,589 non–endothelial cell-type–specific hypomethylated blocks. HUVEC, human umbilical vein endothelial cell.

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