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Abstract
Pigs are valuable large animal models for biomedical and genetic research, but insights into the tissue- and cell-type-specific transcriptome and heterogeneity remain limited. By leveraging single-cell RNA sequencing, we generate a multiple-organ single-cell transcriptomic map containing over 200,000 pig cells from 20 tissues/organs. We comprehensively characterize the heterogeneity of cells in tissues and identify 234 cell clusters, representing 58 major cell types. In-depth integrative analysis of endothelial cells reveals a high degree of heterogeneity. We identify several functionally distinct endothelial cell phenotypes, including an endothelial to mesenchymal transition subtype in adipose tissues. Intercellular communication analysis predicts tissue- and cell type-specific crosstalk between endothelial cells and other cell types through the VEGF, PDGF, TGF-β, and BMP pathways. Regulon analysis of single-cell transcriptome of microglia in pig and 12 other species further identifies MEF2C as an evolutionally conserved regulon in the microglia. Our work describes the landscape of single-cell transcriptomes within diverse pig organs and identifies the heterogeneity of endothelial cells and evolutionally conserved regulon in microglia.
Pigs are important large animal models for biomedical research. Here, the authors construct a single-cell landscape of pig tissues, unravelling the phenotypic heterogeneity of blood endothelial cells in adipose tissues and the evolutionally conserved regulons of microglia in brains.
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1 Qingdao-Europe Advanced Institute for Life Sciences, BGI-Qingdao, BGI-Shenzhen, Lars Bolund Institute of Regenerative Medicine, Qingdao, China (GRID:grid.21155.32) (ISNI:0000 0001 2034 1839); Aarhus University, Department of Biomedicine, Aarhus, Denmark (GRID:grid.7048.b) (ISNI:0000 0001 1956 2722); BGI-Shenzhen, Shenzhen, China (GRID:grid.21155.32) (ISNI:0000 0001 2034 1839)
2 BGI-Shenzhen, Shenzhen, China (GRID:grid.21155.32) (ISNI:0000 0001 2034 1839); University of Chinese Academy of Sciences, College of Life Sciences, Beijing, China (GRID:grid.410726.6) (ISNI:0000 0004 1797 8419)
3 Qingdao-Europe Advanced Institute for Life Sciences, BGI-Qingdao, BGI-Shenzhen, Lars Bolund Institute of Regenerative Medicine, Qingdao, China (GRID:grid.21155.32) (ISNI:0000 0001 2034 1839); University of Copenhagen, Department of Biology, Copenhagen, Denmark (GRID:grid.5254.6) (ISNI:0000 0001 0674 042X)
4 Aarhus University, Department of Biomedicine, Aarhus, Denmark (GRID:grid.7048.b) (ISNI:0000 0001 1956 2722); Aarhus University Hospital, Steno Diabetes Center Aarhus, Aarhus, Denmark (GRID:grid.154185.c) (ISNI:0000 0004 0512 597X)
5 Karolinska Institutet, Department of Neuroscience, Stockholm, Sweden (GRID:grid.4714.6) (ISNI:0000 0004 1937 0626)
6 BGI-Shenzhen, Shenzhen, China (GRID:grid.21155.32) (ISNI:0000 0001 2034 1839); University of Chinese Academy of Sciences, College of Life Sciences, Beijing, China (GRID:grid.410726.6) (ISNI:0000 0004 1797 8419); MGI, BGI-Shenzhen, Shenzhen, China (GRID:grid.21155.32) (ISNI:0000 0001 2034 1839)
7 Center for Cancer Biology, VIB, Laboratory of Angiogenesis and Vascular Metabolism, Leuven, Belgium (GRID:grid.11486.3a) (ISNI:0000000104788040); Leuven Cancer Institute, KU Leuven, Department of Oncology, Leuven, Belgium (GRID:grid.5596.f) (ISNI:0000 0001 0668 7884)
8 BGI-Shenzhen, Shenzhen, China (GRID:grid.21155.32) (ISNI:0000 0001 2034 1839); Qingdao University, College of Basic Medicine, Qingdao, China (GRID:grid.410645.2) (ISNI:0000 0001 0455 0905)
9 Aarhus University, Department of Biomedicine, Aarhus, Denmark (GRID:grid.7048.b) (ISNI:0000 0001 1956 2722)
10 Binzhou Medical University, School of Basic Medical Sciences, Yantai, China (GRID:grid.440653.0) (ISNI:0000 0000 9588 091X)
11 Peking Union Medical College, Institute of Systems Medicine, Chinese Academy of Medical Sciences, Beijing, China (GRID:grid.506261.6) (ISNI:0000 0001 0706 7839); Suzhou Institute of Systems Medicine, Suzhou, China (GRID:grid.494590.5)
12 MGI, BGI-Shenzhen, Shenzhen, China (GRID:grid.21155.32) (ISNI:0000 0001 2034 1839)
13 Aarhus University, Department of Biomedicine, Aarhus, Denmark (GRID:grid.7048.b) (ISNI:0000 0001 1956 2722); Aarhus University Hospital, Steno Diabetes Center Aarhus, Aarhus, Denmark (GRID:grid.154185.c) (ISNI:0000 0004 0512 597X); Aarhus University of Advanced Studies (AIAS), Aarhus University, Aarhus, Denmark (GRID:grid.7048.b) (ISNI:0000 0001 1956 2722)
14 KTH-Royal Institute of Technology, Department of Protein Science, Science for Life Laboratory, Stockholm, Sweden (GRID:grid.5037.1) (ISNI:0000000121581746)
15 Aarhus University Hospital, Department of Obstetrics and Gynecology, Aarhus, Denmark (GRID:grid.154185.c) (ISNI:0000 0004 0512 597X)
16 Genetics and Pathology, Uppsala University, Department of Immunology, Uppsala, Sweden (GRID:grid.8993.b) (ISNI:0000 0004 1936 9457)
17 Karolinska Institutet, Department of Neuroscience, Stockholm, Sweden (GRID:grid.4714.6) (ISNI:0000 0004 1937 0626); KTH-Royal Institute of Technology, Department of Protein Science, Science for Life Laboratory, Stockholm, Sweden (GRID:grid.5037.1) (ISNI:0000000121581746)
18 Qingdao-Europe Advanced Institute for Life Sciences, BGI-Qingdao, BGI-Shenzhen, Lars Bolund Institute of Regenerative Medicine, Qingdao, China (GRID:grid.21155.32) (ISNI:0000 0001 2034 1839); Aarhus University, Department of Biomedicine, Aarhus, Denmark (GRID:grid.7048.b) (ISNI:0000 0001 1956 2722)
19 Aarhus University Hospital, Steno Diabetes Center Aarhus, Aarhus, Denmark (GRID:grid.154185.c) (ISNI:0000 0004 0512 597X)
20 BGI-Shenzhen, Shenzhen, China (GRID:grid.21155.32) (ISNI:0000 0001 2034 1839)
21 BGI-Shenzhen, Shenzhen, China (GRID:grid.21155.32) (ISNI:0000 0001 2034 1839); Chinese Academy of Sciences, IBMC-BGI Center, the Cancer Hospital of the University of Chinese Academy of Sciences (Zhejiang Cancer Hospital), Institute of Basic Medicine and Cancer (IBMC), Hangzhou, China (GRID:grid.9227.e) (ISNI:0000000119573309)
22 Aarhus University, Department of Biomedicine, Aarhus, Denmark (GRID:grid.7048.b) (ISNI:0000 0001 1956 2722); Center for Cancer Biology, VIB, Laboratory of Angiogenesis and Vascular Metabolism, Leuven, Belgium (GRID:grid.11486.3a) (ISNI:0000000104788040); Leuven Cancer Institute, KU Leuven, Department of Oncology, Leuven, Belgium (GRID:grid.5596.f) (ISNI:0000 0001 0668 7884); Khalifa University of Science and Technology, Center for Biotechnology, Abu Dhabi, United Arab Emirates (GRID:grid.440568.b) (ISNI:0000 0004 1762 9729)
23 BGI-Shenzhen, Shenzhen, China (GRID:grid.21155.32) (ISNI:0000 0001 2034 1839); Peking Union Medical College, Institute of Systems Medicine, Chinese Academy of Medical Sciences, Beijing, China (GRID:grid.506261.6) (ISNI:0000 0001 0706 7839); Suzhou Institute of Systems Medicine, Suzhou, China (GRID:grid.494590.5)
24 Qingdao-Europe Advanced Institute for Life Sciences, BGI-Qingdao, BGI-Shenzhen, Lars Bolund Institute of Regenerative Medicine, Qingdao, China (GRID:grid.21155.32) (ISNI:0000 0001 2034 1839); Aarhus University, Department of Biomedicine, Aarhus, Denmark (GRID:grid.7048.b) (ISNI:0000 0001 1956 2722); BGI-Shenzhen, Shenzhen, China (GRID:grid.21155.32) (ISNI:0000 0001 2034 1839); Aarhus University Hospital, Steno Diabetes Center Aarhus, Aarhus, Denmark (GRID:grid.154185.c) (ISNI:0000 0004 0512 597X); Chinese Academy of Sciences, IBMC-BGI Center, the Cancer Hospital of the University of Chinese Academy of Sciences (Zhejiang Cancer Hospital), Institute of Basic Medicine and Cancer (IBMC), Hangzhou, China (GRID:grid.9227.e) (ISNI:0000000119573309)