Abstract
AbstractAlthough intratumoral heterogeneity has been established in pediatric central nervous system tumors, epigenomic alterations at the cell type level have largely remained unresolved. To identify cell type-specific alterations to cytosine modifications in pediatric central nervous system tumors, we utilize a multi-omic approach that integrated bulk DNA cytosine modification data (methylation and hydroxymethylation) with both bulk and single-cell RNA-sequencing data. We demonstrate a large reduction in the scope of significantly differentially modified cytosines in tumors when accounting for tumor cell type composition. In the progenitor-like cell types of tumors, we identify a preponderance differential Cytosine-phosphate-Guanine site hydroxymethylation rather than methylation. Genes with differential hydroxymethylation, like histone deacetylase 4 and insulin-like growth factor 1 receptor, are associated with cell type-specific changes in gene expression in tumors. Our results highlight the importance of epigenomic alterations in the progenitor-like cell types and its role in cell type-specific transcriptional regulation in pediatric central nervous system tumors.
Funder
United States Department of Defense | United States Army | Army Medical Command | Congressionally Directed Medical Research Programs
U.S. Department of Health & Human Services | NIH | National Cancer Institute
U.S. Department of Health & Human Services | National Institutes of Health
U.S. Department of Health & Human Services | NIH | National Institute of General Medical Sciences
Alex's Lemonade Stand Foundation; Burroughs-Wellcome Fund: Big Data in the Life Sciences at Dartmouth; S.M. Tenney Fellowship at Dartmouth
Publisher
Springer Science and Business Media LLC
Cited by
1 articles.
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