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

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  • Min Kyung Lee

    (Geisel School of Medicine at Dartmouth)

  • Nasim Azizgolshani

    (Geisel School of Medicine at Dartmouth
    Columbia University Medical Center)

  • Ze Zhang

    (Geisel School of Medicine at Dartmouth)

  • Laurent Perreard

    (Geisel School of Medicine at Dartmouth)

  • Fred W. Kolling

    (Geisel School of Medicine at Dartmouth)

  • Lananh N. Nguyen

    (University of Toronto)

  • George J. Zanazzi

    (Geisel School of Medicine at Dartmouth
    Geisel School of Medicine at Dartmouth)

  • Lucas A. Salas

    (Geisel School of Medicine at Dartmouth)

  • Brock C. Christensen

    (Geisel School of Medicine at Dartmouth
    Geisel School of Medicine at Dartmouth
    Geisel School of Medicine at Dartmouth)

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.

Suggested Citation

  • Min Kyung Lee & Nasim Azizgolshani & Ze Zhang & Laurent Perreard & Fred W. Kolling & Lananh N. Nguyen & George J. Zanazzi & Lucas A. Salas & Brock C. Christensen, 2024. "Associations in cell type-specific hydroxymethylation and transcriptional alterations of pediatric central nervous system tumors," Nature Communications, Nature, vol. 15(1), pages 1-16, December.
  • Handle: RePEc:nat:natcom:v:15:y:2024:i:1:d:10.1038_s41467-024-47943-9
    DOI: 10.1038/s41467-024-47943-9
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