Identification of a differentiation stall in epithelial mesenchymal transition in histone H3–mutant diffuse midline glioma

Author:

Sanders Lauren M12,Cheney Allison3,Seninge Lucas12,van den Bout Anouk23,Chen Marissa23,Beale Holly C23,Kephart Ellen Towle2,Pfeil Jacob12,Learned Katrina2,Lyle A Geoffrey23,Bjork Isabel2,Haussler David124,Salama Sofie R124,Vaske Olena M23

Affiliation:

1. Department of Biomolecular Engineering, University of California Santa Cruz, 1156 High Street, Santa Cruz, CA 95064, USA

2. University of California Santa Cruz Genomics Institute, University of California Santa Cruz, 1156 High Street, Santa Cruz, CA 95064, USA

3. Department of Molecular, Cell and Developmental Biology, University of California Santa Cruz, 1156 High Street, Santa Cruz, CA 95064, USA

4. Howard Hughes Medical Institute, 1156 High Street, Santa Cruz, CA 95064, USA

Abstract

Abstract Background Diffuse midline gliomas with histone H3 K27M (H3K27M) mutations occur in early childhood and are marked by an invasive phenotype and global decrease in H3K27me3, an epigenetic mark that regulates differentiation and development. H3K27M mutation timing and effect on early embryonic brain development are not fully characterized. Results We analyzed multiple publicly available RNA sequencing datasets to identify differentially expressed genes between H3K27M and non-K27M pediatric gliomas. We found that genes involved in the epithelial-mesenchymal transition (EMT) were significantly overrepresented among differentially expressed genes. Overall, the expression of pre-EMT genes was increased in the H3K27M tumors as compared to non-K27M tumors, while the expression of post-EMT genes was decreased. We hypothesized that H3K27M may contribute to gliomagenesis by stalling an EMT required for early brain development, and evaluated this hypothesis by using another publicly available dataset of single-cell and bulk RNA sequencing data from developing cerebral organoids. This analysis revealed similarities between H3K27M tumors and pre-EMT normal brain cells. Finally, a previously published single-cell RNA sequencing dataset of H3K27M and non-K27M gliomas revealed subgroups of cells at different stages of EMT. In particular, H3.1K27M tumors resemble a later EMT stage compared to H3.3K27M tumors. Conclusions Our data analyses indicate that this mutation may be associated with a differentiation stall evident from the failure to proceed through the EMT-like developmental processes, and that H3K27M cells preferentially exist in a pre-EMT cell phenotype. This study demonstrates how novel biological insights could be derived from combined analysis of several previously published datasets, highlighting the importance of making genomic data available to the community in a timely manner.

Funder

American Association for Cancer Research NextGen

St Baldrick's Foundation Consortium Award and Emily Beazley Kures for Kids Fund Hero

CIRM Shared Stem Cell Facilities

Publisher

Oxford University Press (OUP)

Subject

Computer Science Applications,Health Informatics

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