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

被引:10
作者
Tilburg, Julia [1 ]
Stone, Andrew P. [1 ]
Billingsley, James M. [2 ]
Scoville, David K. [3 ]
Pavenko, Anna [3 ]
Liang, Yan [3 ]
Italiano, Joseph E., Jr. [1 ]
Machlus, Kellie R. [1 ,4 ]
机构
[1] Harvard Med Sch, Boston Childrens Hosp, Dept Surg, Vasc Biol Program, Boston, MA USA
[2] Harvard Sch Publ Hlth, Dept Biostat, Harvard Chan Bioinformat Core, Boston, MA USA
[3] NanoString Technol Inc, Seattle, WA USA
[4] Boston Childrens Hosp, Vasc Biol Program, 1 Blackfan Circle, Boston, MA 02115 USA
基金
美国国家卫生研究院;
关键词
blood platelets; bone marrow; megakaryocytes; single-cell; spatial transcriptomics;
D O I
10.1016/j.rpth.2023.100158
中图分类号
R5 [内科学];
学科分类号
1002 ; 100201 ;
摘要
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 megakar-yocytes, the generation, localization, and regulation of these subsets have not yet been studied and therefore remain incompletely understood. Considering the complex or-ganization of the bone marrow, we reasoned that the application of spatial tran-scriptomic 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 sub-populations in the context of their spatial orientation.
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页数:7
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共 21 条
[1]   Microtubule sliding drives proplatelet elongation and is dependent on cytoplasmic dynein [J].
Bender, Markus ;
Thon, Jonathan N. ;
Ehrlicher, Allen J. ;
Wu, Stephen ;
Mazutis, Linas ;
Deschmann, Emoke ;
Sola-Visner, Martha ;
Italiano, Joseph E. ;
Hartwig, John H. .
BLOOD, 2015, 125 (05) :860-868
[2]   Spatial maps of prostate cancer transcriptomes reveal an unexplored landscape of heterogeneity [J].
Berglund, Emelie ;
Maaskola, Jonas ;
Schultz, Niklas ;
Friedrich, Stefanie ;
Marklund, Maja ;
Bergenstrahle, Joseph ;
Tarish, Firas ;
Tanoglidi, Anna ;
Vickovic, Sanja ;
Larsson, Ludvig ;
Salmen, Fredrik ;
Ogris, Christoph ;
Wallenborg, Karolina ;
Lagergren, Jens ;
Stahl, Patrik ;
Sonnhammer, Erik ;
Helleday, Thomas ;
Lundeberg, Joakim .
NATURE COMMUNICATIONS, 2018, 9
[3]   Platelet α-granules: Basic biology and clinical correlates [J].
Blair, Price ;
Flaumenhaft, Robert .
BLOOD REVIEWS, 2009, 23 (04) :177-189
[4]   MAST: a flexible statistical framework for assessing transcriptional changes and characterizing heterogeneity in single-cell RNA sequencing data [J].
Finak, Greg ;
McDavid, Andrew ;
Yajima, Masanao ;
Deng, Jingyuan ;
Gersuk, Vivian ;
Shalek, Alex K. ;
Slichter, Chloe K. ;
Miller, Hannah W. ;
McElrath, M. Juliana ;
Prlic, Martin ;
Linsley, Peter S. ;
Gottardo, Raphael .
GENOME BIOLOGY, 2015, 16
[5]   Spatially resolved transcriptomics reveals the architecture of the tumor-microenvironment interface [J].
Hunter, Miranda V. ;
Moncada, Reuben ;
Weiss, Joshua M. ;
Yanai, Itai ;
White, Richard M. .
NATURE COMMUNICATIONS, 2021, 12 (01)
[6]   Blood platelets are assembled principally at the ends of proplatelet processes produced by differentiated megakaryocytes [J].
Italiano, JE ;
Lecine, P ;
Shivdasani, RA ;
Hartwig, JH .
JOURNAL OF CELL BIOLOGY, 1999, 147 (06) :1299-1312
[7]   Angiogenesis is regulated by a novel mechanism:: pro- and antiangiogenic proteins are organized into separate platelet α granules and differentially released [J].
Italiano, Joseph E., Jr. ;
Richardson, Jennifer L. ;
Patel-Hett, Sunita ;
Battinelli, Elisabeth ;
Zaslavsky, Alexander ;
Short, Sarah ;
Ryeom, Sandra ;
Folkman, Judah ;
Klement, Giannoula L. .
BLOOD, 2008, 111 (03) :1227-1233
[8]   Genomic and Transcriptomic Analyses of NF1-Mutant Melanoma Identify Potential Targeted Approach for Treatment [J].
Jour, George ;
Illa-Bochaca, Irineu ;
Ibrahim, Milad ;
Donnelly, Douglas ;
Zhu, Kelsey ;
de Miera, Eleazar Vega-Saenz ;
Vasudevaraja, Varshini ;
Mezzano, Valeria ;
Ramswami, Sitharam ;
Yeh, Yu-Hsin ;
Winskill, Carolyn ;
Betensky, Rebecca A. ;
Mehnert, Janice ;
Osman, Iman .
JOURNAL OF INVESTIGATIVE DERMATOLOGY, 2023, 143 (03) :444-455.e8
[9]   Characterization of surface antigens of reticulated immature platelets [J].
Lador, Adi ;
Leshem-Lev, Dorit ;
Spectre, Galia ;
Abelow, Aryeh ;
Kornowski, Ran ;
Lev, Eli I. .
JOURNAL OF THROMBOSIS AND THROMBOLYSIS, 2017, 44 (03) :291-297
[10]   Characterization of Cellular Heterogeneity and an Immune Subpopulation of Human Megakaryocytes [J].
Liu, Cuicui ;
Wu, Dan ;
Xia, Meijuan ;
Li, Minmin ;
Sun, Zhiqiang ;
Shen, Biao ;
Liu, Yiying ;
Jiang, Erlie ;
Wang, Hongtao ;
Su, Pei ;
Shi, Lihong ;
Xiao, Zhijian ;
Zhu, Xiaofan ;
Zhou, Wen ;
Wang, Qianfei ;
Gao, Xin ;
Cheng, Tao ;
Zhou, Jiaxi .
ADVANCED SCIENCE, 2021, 8 (15)