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Single-nucleus RNA sequencing reveals transcriptional heterogeneity in the blastema of favorable-histology Wilms tumor
Mike Adam, Keri A. Drake, Naomi Pode-Shakked, Katherine VandenHeuvel, S. Steven Potter, James Geller
Mike Adam, Keri A. Drake, Naomi Pode-Shakked, Katherine VandenHeuvel, S. Steven Potter, James Geller
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Research Article Development Nephrology Oncology

Single-nucleus RNA sequencing reveals transcriptional heterogeneity in the blastema of favorable-histology Wilms tumor

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Abstract

While Wilms tumors commonly arise from renal precursor cells and maintain features of the developing kidney, recent studies have demonstrated substantial genetic, histologic, and molecular heterogeneity. To further investigate tumor variability as well as unifying features in tumor biology, we performed single-nucleus RNA sequencing (snRNA-seq) on treatment-naive, favorable-histology Wilms tumors utilizing a reference atlas established from tumor-adjacent kidney samples and fetal kidney. Transcriptional profiles of blastemal, stromal, and epithelial components were correlated with tumor histology and demonstrated developmental-lineage plasticity, with PAX2 and PAX8 expression normally restricted to the nephron lineage of the fetal kidney found to be expressed in tumor stroma, as well as the stromal marker POSTN identified in tumor blastema. Further analyses of the blastema show shared transcriptional features with the differentiation trajectory of “uninduced” to “early differentiating” fetal nephron progenitor cells as well as aberrant expression of stromal signatures. A number of pathways from fetal nephron progenitors were maintained in the blastema, including regulation of stem cell maintenance and axonogenesis, whereas other pathways appear enriched in specific tumor samples, demonstrating the ability of snRNA-seq to identify both unifying transcriptional signatures and uncover distinct molecular targets in signaling pathways and/or biological drivers of Wilms tumorigenesis.

Authors

Mike Adam, Keri A. Drake, Naomi Pode-Shakked, Katherine VandenHeuvel, S. Steven Potter, James Geller

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Figure 5

Differentially expressed gene (DEG) analysis of Wilms tumor blastema further demonstrates both intra- and intertumor heterogeneity.

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Differentially expressed gene (DEG) analysis of Wilms tumor blastema fur...
(A and B) To evaluate for transcriptional changes in tumor blastema versus human fetal kidney NPCs and early differentiating cells, we first pooled cells these cells from all the samples in the 2 groups and analyzed for DEGs as shown via volcano plot (A). Given the heterogeneity observed across tumor samples, we next evaluated selected downregulated and upregulated gene expression across the 9 tumors via dot plots (B) with selected genes from the DEG analyses shown above as well as the pathway enrichment analysis highlighted via dot plot. (C–K) Pathway analysis was performed separately both the noncycling and cycling blastema, with this analysis highlighting a number of transcriptional pathways and demonstrating remarkable intertumor heterogeneity in the blastemal cells from favorable-histology Wilms tumors. Notably, the analyses of cycling cells from adjacent kidney samples showed insufficient genes for KEGG and Reactome (G and H, respectively) and were not included in these analyses.

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ISSN 2379-3708

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