Kent A Riemondy1, Sujatha Venkataraman2,3, Nicholas Willard4, Anandani Nellan2,3, Bridget Sanford2, Andrea M Griesinger2,3, Vladimir Amani2,3, Siddhartha Mitra2,3, Todd C Hankinson5,3, Michael H Handler5,3, Martin Sill6,7, Jennifer Ocasio8, Seth J Weir8, Daniel S Malawsky8, Timothy R Gershon8, Alexandra Garancher9, Robert J Wechsler-Reya9, Jay R Hesselberth1, Nicholas K Foreman2,5,3, Andrew M Donson2,3, Rajeev Vibhakar2,3. 1. RNA Bioscience Initiative, University of Colorado Anschutz Medical Campus, Aurora, Colorado, USA. 2. Morgan Adams Foundation Pediatric Brain Tumor Research Program, Children's Hospital Colorado, Aurora, Colorado, USA. 3. Department of Pediatrics, University of Colorado Anschutz Medical Campus, Aurora, Colorado, USA. 4. Department of Pathology, University of Colorado Anschutz Medical Campus, Aurora, Colorado, USA. 5. Department of Neurosurgery, University of Colorado Anschutz Medical Campus, Aurora, Colorado, USA. 6. Hopp Children's Cancer Center Heidelberg (KiTZ), Heidelberg, Germany. 7. Division of Pediatric Neurooncology, German Cancer Research Center (DKFZ), Heidelberg, Germany. 8. Department of Neurology, UNC School of Medicine, Chapel Hill, North Carolina, USA. 9. Tumor Initiation and Maintenance Program, NCI-Designated Cancer Center, Sanford Burnham Prebys Medical Discovery Institute, La Jolla, California, USA.
Abstract
BACKGROUND: Medulloblastoma (MB) is a heterogeneous disease in which neoplastic cells and associated immune cells contribute to disease progression. We aimed to determine the influence of neoplastic and immune cell diversity on MB biology in patient samples and animal models. METHODS: To better characterize cellular heterogeneity in MB we used single-cell RNA sequencing, immunohistochemistry, and deconvolution of transcriptomic data to profile neoplastic and immune populations in patient samples and animal models across childhood MB subgroups. RESULTS: Neoplastic cells cluster primarily according to individual sample of origin which is influenced by chromosomal copy number variance. Harmony alignment reveals novel MB subgroup/subtype-associated subpopulations that recapitulate neurodevelopmental processes, including photoreceptor and glutamatergic neuron-like cells in molecular subgroups GP3 and GP4, and a specific nodule-associated neuronally differentiated subpopulation in the sonic hedgehog subgroup. We definitively chart the spectrum of MB immune cell infiltrates, which include subpopulations that recapitulate developmentally related neuron-pruning and antigen-presenting myeloid cells. MB cellular diversity matching human samples is mirrored in subgroup-specific mouse models of MB. CONCLUSIONS: These findings provide a clearer understanding of the diverse neoplastic and immune cell subpopulations that constitute the MB microenvironment.
BACKGROUND: Medulloblastoma (MB) is a heterogeneous disease in which neoplastic cells and associated immune cells contribute to disease progression. We aimed to determine the influence of neoplastic and immune cell diversity on MB biology in patient samples and animal models. METHODS: To better characterize cellular heterogeneity in MB we used single-cell RNA sequencing, immunohistochemistry, and deconvolution of transcriptomic data to profile neoplastic and immune populations in patient samples and animal models across childhood MB subgroups. RESULTS: Neoplastic cells cluster primarily according to individual sample of origin which is influenced by chromosomal copy number variance. Harmony alignment reveals novel MB subgroup/subtype-associated subpopulations that recapitulate neurodevelopmental processes, including photoreceptor and glutamatergic neuron-like cells in molecular subgroups GP3 and GP4, and a specific nodule-associated neuronally differentiated subpopulation in the sonic hedgehog subgroup. We definitively chart the spectrum of MB immune cell infiltrates, which include subpopulations that recapitulate developmentally related neuron-pruning and antigen-presenting myeloid cells. MB cellular diversity matching human samples is mirrored in subgroup-specific mouse models of MB. CONCLUSIONS: These findings provide a clearer understanding of the diverse neoplastic and immune cell subpopulations that constitute the MB microenvironment.
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