Spatial transcriptomic analysis delineates epithelial and mesenchymal subpopulations and transition stages in childhood ependymoma

Author:

Fu Rui1,Norris Gregory A23,Willard Nicholas4,Griesinger Andrea M23,Riemondy Kent A1ORCID,Amani Vladimir23,Grimaldo Enrique23,Harris Faith23,Hankinson Todd C35,Mitra Siddhartha23,Ritzmann Timothy A6,Grundy Richard R6,Foreman Nicholas K23,Donson Andrew M23ORCID

Affiliation:

1. RNA Biosciences Initiative, University of Colorado Denver , Aurora, Colorado , USA

2. Department of Pediatrics, University of Colorado Denver , Aurora, Colorado , USA

3. Morgan Adams Foundation Pediatric Brain Tumor Research Program, Children’s Hospital Colorado , Aurora, Colorado , USA

4. Department of Pathology, University of Colorado Denver , Aurora, Colorado , USA

5. Department of Neurosurgery, University of Colorado Denver , Aurora, Colorado , USA

6. Children’s Brain Tumor Research Centre, School of Medicine, University of Nottingham , Nottingham , UK

Abstract

Abstract Background The diverse cellular constituents of childhood brain tumor ependymoma, recently revealed by single cell RNA-sequencing, may underly therapeutic resistance. Here we use spatial transcriptomics to further advance our understanding of the tumor microenvironment, mapping cellular subpopulations to the tumor architecture of ependymoma posterior fossa subgroup A (PFA), the commonest and most deadly childhood ependymoma variant. Methods Spatial transcriptomics data from intact PFA sections was deconvoluted to resolve the histological arrangement of neoplastic and non-neoplastic cell types. Key findings were validated using immunohistochemistry, in vitro functional assays and outcome analysis in clinically-annotated PFA bulk transcriptomic data. Results PFA are comprised of epithelial and mesenchymal histological zones containing a diversity of cellular states, each zone including co-existing and spatially distinct undifferentiated progenitor-like cells; a quiescent mesenchymal zone population, and a second highly mitotic progenitor population that is restricted to hypercellular epithelial zones and that is more abundant in progressive tumors. We show that myeloid cell interaction is the leading cause of mesenchymal transition in PFA, occurring in zones spatially distinct from hypoxia-induced mesenchymal transition, and these distinct EMT-initiating processes were replicated using in vitro models of PFA. Conclusions These insights demonstrate the utility of spatial transcriptomics to advance our understanding of ependymoma biology, revealing a clearer picture of the cellular constituents of PFA, their interactions and influence on tumor progression.

Funder

RNA Bioscience Initiative, University of Colorado School of Medicine

s

Publisher

Oxford University Press (OUP)

Subject

Cancer Research,Neurology (clinical),Oncology

Reference20 articles.

1. Single-cell rna sequencing of childhood ependymoma reveals neoplastic cell subpopulations that impact molecular classification and etiology;Gillen;Cell Rep.,2020

2. Single-cell RNA-Seq reveals cellular hierarchies and impaired developmental trajectories in pediatric ependymoma;Gojo;Cancer Cell.,2020

3. Integrated analysis of multimodal single-cell data;Hao;Cell.,2021

4. Fast, sensitive and accurate integration of single-cell data with harmony;Korsunsky;Nat Methods.,2019

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