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Single-cell analyses of metastatic bone marrow in human neuroblastoma reveals microenvironmental remodeling and metastatic signature
Shenglin Mei, Adele M. Alchahin, Bethel Tesfai Embaie, Ioana Maria Gavriliuc, Bronte Manouk Verhoeven, Ting Zhao, Xiangyun Li, Nathan Elias Jeffries, Adena Pepich, Hirak Sarkar, Thale Kristin Olsen, Malin Wickström, Jakob Stenman, Oscar Reina-Bedoya, Peter V. Kharchenko, Philip J. Saylor, John Inge Johnsen, David B. Sykes, Per Kogner, Ninib Baryawno
Shenglin Mei, Adele M. Alchahin, Bethel Tesfai Embaie, Ioana Maria Gavriliuc, Bronte Manouk Verhoeven, Ting Zhao, Xiangyun Li, Nathan Elias Jeffries, Adena Pepich, Hirak Sarkar, Thale Kristin Olsen, Malin Wickström, Jakob Stenman, Oscar Reina-Bedoya, Peter V. Kharchenko, Philip J. Saylor, John Inge Johnsen, David B. Sykes, Per Kogner, Ninib Baryawno
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Resource and Technical Advance Bone biology Oncology

Single-cell analyses of metastatic bone marrow in human neuroblastoma reveals microenvironmental remodeling and metastatic signature

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Abstract

Neuroblastoma is an aggressive pediatric cancer with a high rate of metastasis to the BM. Despite intensive treatments including high-dose chemotherapy, the overall survival rate for children with metastatic neuroblastoma remains dismal. Understanding the cellular and molecular mechanisms of the metastatic tumor microenvironment is crucial for developing new therapies and improving clinical outcomes. Here, we used single-cell RNA-Seq to characterize immune and tumor cell alterations in neuroblastoma BM metastases by comparative analysis with patients without metastases. Our results reveal remodeling of the immune cell populations and reprogramming of gene expression profiles in the metastatic niche. In particular, within the BM metastatic niche, we observed the enrichment of immune cells, including tumor-associated neutrophils, macrophages, and exhausted T cells, as well as an increased number of Tregs and a decreased number of B cells. Furthermore, we highlighted cell communication between tumor cells and immune cell populations, and we identified prognostic markers in malignant cells that are associated with worse clinical outcomes in 3 independent neuroblastoma cohorts. Our results provide insight into the cellular, compositional, and transcriptional shifts underlying neuroblastoma BM metastases that contribute to the development of new therapeutic strategies.

Authors

Shenglin Mei, Adele M. Alchahin, Bethel Tesfai Embaie, Ioana Maria Gavriliuc, Bronte Manouk Verhoeven, Ting Zhao, Xiangyun Li, Nathan Elias Jeffries, Adena Pepich, Hirak Sarkar, Thale Kristin Olsen, Malin Wickström, Jakob Stenman, Oscar Reina-Bedoya, Peter V. Kharchenko, Philip J. Saylor, John Inge Johnsen, David B. Sykes, Per Kogner, Ninib Baryawno

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Figure 4

Characterization of B and NK cell subpopulations.

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Characterization of B and NK cell subpopulations.
(A) UMAP embedding of ...
(A) UMAP embedding of NK cells, color-coded by the cell subtypes. (B) Dot plot signifying marker gene expression across different NK cell subpopulations. The color represents scaled average expression of marker genes in each cell type, and the size indicates the proportion of cells expressing marker genes. (C) Box plot illustrating proportion of NK cell subpopulations in NB bone metastatic (n = 6) and NB bone nonmetastatic (n = 5) samples. Statistics significances are accessed using a 2-sided Wilcoxon ranked-sum test. For box plot, the center line represents the median, box limits represent upper and lower quartiles, and whiskers depicts 1.5 × the interquartile range (IQR). (D) Bar plot showing number of DEGs (adjust P < 0.05) for each NK cell subpopulation comparing NB bone metastatic and NB bone nonmetastatic samples. (E) Gene ontology showing the biological processes enriched in top 200 downregulated genes of CD56bright NK cells comparing NB bone metastatic with NB bone nonmetastatic tumor. The color represents scaled average proportion marker genes in each cell, and the size indicates the number of CD56bright cells. (F) Violin plots showing scaled log-normalized expression values of key genes in CD56bright cell. A 2-sided Wilcoxon ranked-sum test was used for statistical analysis (*P < 0.05). ****P < 0.0001. (G) UMAP embedding demonstrating B cell subpopulations (left) and sample fraction (right). (H) Expression of key marker genes for B cell subpopulations.

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