Nature Communications (Apr 2024)

Associations in cell type-specific hydroxymethylation and transcriptional alterations of pediatric central nervous system tumors

  • Min Kyung Lee,
  • Nasim Azizgolshani,
  • Ze Zhang,
  • Laurent Perreard,
  • Fred W. Kolling,
  • Lananh N. Nguyen,
  • George J. Zanazzi,
  • Lucas A. Salas,
  • Brock C. Christensen

DOI
https://doi.org/10.1038/s41467-024-47943-9
Journal volume & issue
Vol. 15, no. 1
pp. 1 – 16

Abstract

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Abstract Although 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.