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Spatial transcriptomics of murine bone marrow megakaryocytes at single-cell resolution

BACKGROUND: While megakaryocytes are known for making platelets, recent single-cell RNA sequencing data have revealed subpopulations of megakaryocytes with predicted immunoregulatory and bone marrow niche-supporting roles. Although these studies uncovered interesting information regarding the transc...

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Autores principales: Tilburg, Julia, Stone, Andrew P., Billingsley, James M., Scoville, David K., Pavenko, Anna, Liang, Yan, Italiano, Joseph E., Machlus, Kellie R.
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Elsevier 2023
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10225915/
https://www.ncbi.nlm.nih.gov/pubmed/37255850
http://dx.doi.org/10.1016/j.rpth.2023.100158
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author Tilburg, Julia
Stone, Andrew P.
Billingsley, James M.
Scoville, David K.
Pavenko, Anna
Liang, Yan
Italiano, Joseph E.
Machlus, Kellie R.
author_facet Tilburg, Julia
Stone, Andrew P.
Billingsley, James M.
Scoville, David K.
Pavenko, Anna
Liang, Yan
Italiano, Joseph E.
Machlus, Kellie R.
author_sort Tilburg, Julia
collection PubMed
description BACKGROUND: While megakaryocytes are known for making platelets, recent single-cell RNA sequencing data have revealed subpopulations of megakaryocytes with predicted immunoregulatory and bone marrow niche-supporting roles. Although these studies uncovered interesting information regarding the transcriptional variation of megakaryocytes, the generation, localization, and regulation of these subsets have not yet been studied and therefore remain incompletely understood. Considering the complex organization of the bone marrow, we reasoned that the application of spatial transcriptomic approaches could help dissect megakaryocyte heterogeneity within a spatiotemporal context. OBJECTIVES: The aim of this study was to combine spatial context and transcriptomics to assess the heterogeneity of murine bone marrow megakaryocytes in situ at a single-cell level. METHODS: Bone marrow sections were obtained from femurs of C57BL/6J mice. Using the murine whole transcriptome array on the Nanostring GeoMx digital spatial profiling platform, we profiled 44 individual megakaryocytes (CD41(+) by immunofluorescence) in situ throughout the bone marrow, both adjacent and nonadjacent to the endothelium (directly in contact with vascular endothelial-cadherin–positive cells). RESULTS: Principal component analysis revealed no association between transcriptomic profile and adjacency to the vasculature. However, there was a significant effect of proximal vs distal regions of the bone. Two and 3 genes were found overexpressed in the proximal and distal sides, respectively. Of note, proplatelet basic protein and platelet factor 4, 2 genes associated with platelet production, had higher expression in proximal megakaryocytes. CONCLUSION: This study indicates a possible effect of spatial location on megakaryocyte heterogeneity and substantiate further interest in investigating megakaryocyte subpopulations in the context of their spatial orientation.
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spelling pubmed-102259152023-05-30 Spatial transcriptomics of murine bone marrow megakaryocytes at single-cell resolution Tilburg, Julia Stone, Andrew P. Billingsley, James M. Scoville, David K. Pavenko, Anna Liang, Yan Italiano, Joseph E. Machlus, Kellie R. Res Pract Thromb Haemost Brief Report BACKGROUND: While megakaryocytes are known for making platelets, recent single-cell RNA sequencing data have revealed subpopulations of megakaryocytes with predicted immunoregulatory and bone marrow niche-supporting roles. Although these studies uncovered interesting information regarding the transcriptional variation of megakaryocytes, the generation, localization, and regulation of these subsets have not yet been studied and therefore remain incompletely understood. Considering the complex organization of the bone marrow, we reasoned that the application of spatial transcriptomic approaches could help dissect megakaryocyte heterogeneity within a spatiotemporal context. OBJECTIVES: The aim of this study was to combine spatial context and transcriptomics to assess the heterogeneity of murine bone marrow megakaryocytes in situ at a single-cell level. METHODS: Bone marrow sections were obtained from femurs of C57BL/6J mice. Using the murine whole transcriptome array on the Nanostring GeoMx digital spatial profiling platform, we profiled 44 individual megakaryocytes (CD41(+) by immunofluorescence) in situ throughout the bone marrow, both adjacent and nonadjacent to the endothelium (directly in contact with vascular endothelial-cadherin–positive cells). RESULTS: Principal component analysis revealed no association between transcriptomic profile and adjacency to the vasculature. However, there was a significant effect of proximal vs distal regions of the bone. Two and 3 genes were found overexpressed in the proximal and distal sides, respectively. Of note, proplatelet basic protein and platelet factor 4, 2 genes associated with platelet production, had higher expression in proximal megakaryocytes. CONCLUSION: This study indicates a possible effect of spatial location on megakaryocyte heterogeneity and substantiate further interest in investigating megakaryocyte subpopulations in the context of their spatial orientation. Elsevier 2023-04-20 /pmc/articles/PMC10225915/ /pubmed/37255850 http://dx.doi.org/10.1016/j.rpth.2023.100158 Text en © 2023 The Author(s) https://creativecommons.org/licenses/by-nc-nd/4.0/This is an open access article under the CC BY-NC-ND license (http://creativecommons.org/licenses/by-nc-nd/4.0/).
spellingShingle Brief Report
Tilburg, Julia
Stone, Andrew P.
Billingsley, James M.
Scoville, David K.
Pavenko, Anna
Liang, Yan
Italiano, Joseph E.
Machlus, Kellie R.
Spatial transcriptomics of murine bone marrow megakaryocytes at single-cell resolution
title Spatial transcriptomics of murine bone marrow megakaryocytes at single-cell resolution
title_full Spatial transcriptomics of murine bone marrow megakaryocytes at single-cell resolution
title_fullStr Spatial transcriptomics of murine bone marrow megakaryocytes at single-cell resolution
title_full_unstemmed Spatial transcriptomics of murine bone marrow megakaryocytes at single-cell resolution
title_short Spatial transcriptomics of murine bone marrow megakaryocytes at single-cell resolution
title_sort spatial transcriptomics of murine bone marrow megakaryocytes at single-cell resolution
topic Brief Report
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10225915/
https://www.ncbi.nlm.nih.gov/pubmed/37255850
http://dx.doi.org/10.1016/j.rpth.2023.100158
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