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A spatial cell atlas of neuroblastoma reveals developmental, epigenetic and spatial axis of tumor heterogeneity.


ABSTRACT: Neuroblastoma is a pediatric cancer arising from the developing sympathoadrenal lineage with complex inter- and intra-tumoral heterogeneity. To chart this complexity, we generated a comprehensive cell atlas of 55 neuroblastoma patient tumors, collected from two pediatric cancer institutions, spanning a range of clinical, genetic, and histologic features. Our atlas combines single-cell/nucleus RNA-seq (sc/scRNA-seq), bulk RNA-seq, whole exome sequencing, DNA methylation profiling, spatial transcriptomics, and two spatial proteomic methods. Sc/snRNA-seq revealed three malignant cell states with features of sympathoadrenal lineage development. All of the neuroblastomas had malignant cells that resembled sympathoblasts and the more differentiated adrenergic cells. A subset of tumors had malignant cells in a mesenchymal cell state with molecular features of Schwann cell precursors. DNA methylation profiles defined four groupings of patients, which differ in the degree of malignant cell heterogeneity and clinical outcomes. Using spatial proteomics, we found that neuroblastomas are spatially compartmentalized, with malignant tumor cells sequestered away from immune cells. Finally, we identify spatially restricted signaling patterns in immune cells from spatial transcriptomics. To facilitate the visualization and analysis of our atlas as a resource for further research in neuroblastoma, single cell, and spatial-omics, all data are shared through the Human Tumor Atlas Network Data Commons at www.humantumoratlas.org.

SUBMITTER: Patel AG 

PROVIDER: S-EPMC10802404 | biostudies-literature | 2024 Jan

REPOSITORIES: biostudies-literature

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A spatial cell atlas of neuroblastoma reveals developmental, epigenetic and spatial axis of tumor heterogeneity.

Patel Anand G AG   Ashenberg Orr O   Collins Natalie B NB   Segerstolpe Åsa Å   Jiang Sizun S   Slyper Michal M   Huang Xin X   Caraccio Chiara C   Jin Hongjian H   Sheppard Heather H   Xu Ke K   Chang Ti-Cheng TC   Orr Brent A BA   Shirinifard Abbas A   Chapple Richard H RH   Shen Amber A   Clay Michael R MR   Tatevossian Ruth G RG   Reilly Colleen C   Patel Jaimin J   Lupo Marybeth M   Cline Cynthia C   Dionne Danielle D   Porter Caroline B M CBM   Waldman Julia J   Bai Yunhao Y   Zhu Bokai B   Barrera Irving I   Murray Evan E   Vigneau Sébastien S   Napolitano Sara S   Wakiro Isaac I   Wu Jingyi J   Grimaldi Grace G   Dellostritto Laura L   Helvie Karla K   Rotem Asaf A   Lako Ana A   Cullen Nicole N   Pfaff Kathleen L KL   Karlström Åsa Å   Jané-Valbuena Judit J   Todres Ellen E   Thorner Aaron A   Geeleher Paul P   Rodig Scott J SJ   Zhou Xin X   Stewart Elizabeth E   Johnson Bruce E BE   Wu Gang G   Chen Fei F   Yu Jiyang J   Goltsev Yury Y   Nolan Garry P GP   Rozenblatt-Rosen Orit O   Regev Aviv A   Dyer Michael A MA  

bioRxiv : the preprint server for biology 20240116


Neuroblastoma is a pediatric cancer arising from the developing sympathoadrenal lineage with complex inter- and intra-tumoral heterogeneity. To chart this complexity, we generated a comprehensive cell atlas of 55 neuroblastoma patient tumors, collected from two pediatric cancer institutions, spanning a range of clinical, genetic, and histologic features. Our atlas combines single-cell/nucleus RNA-seq (sc/scRNA-seq), bulk RNA-seq, whole exome sequencing, DNA methylation profiling, spatial transcr  ...[more]

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