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.

Details

Title
Endothelial cell heterogeneity and microglia regulons revealed by a pig cell landscape at single-cell level
Author
Wang, Fei 1 ; Ding, Peiwen 2   VIAFID ORCID Logo  ; Liang, Xue 3 ; Ding, Xiangning 2 ; Brandt, Camilla Blunk 4   VIAFID ORCID Logo  ; Sjöstedt, Evelina 5 ; Zhu, Jiacheng 2 ; Bolund, Saga 5 ; Zhang, Lijing 6 ; de Rooij, Laura P. M. H. 7 ; Luo, Lihua 2 ; Wei, Yanan 8 ; Zhao, Wandong 8 ; Lv, Zhiyuan 8 ; Haskó, János 9 ; Li, Runchu 8 ; Qin, Qiuyu 8   VIAFID ORCID Logo  ; Jia, Yi 8 ; Wu, Wendi 8 ; Yuan, Yuting 10 ; Pu, Mingyi 8 ; Wang, Haoyu 2 ; Wu, Aiping 11 ; Xie, Lin 12 ; Liu, Ping 12 ; Chen, Fang 12 ; Herold, Jacqueline 9 ; Kalucka, Joanna 13   VIAFID ORCID Logo  ; Karlsson, Max 14   VIAFID ORCID Logo  ; Zhang, Xiuqing 2 ; Helmig, Rikke Bek 15 ; Fagerberg, Linn 14   VIAFID ORCID Logo  ; Lindskog, Cecilia 16   VIAFID ORCID Logo  ; Pontén, Fredrik 16   VIAFID ORCID Logo  ; Uhlen, Mathias 17   VIAFID ORCID Logo  ; Bolund, Lars 18 ; Jessen, Niels 19   VIAFID ORCID Logo  ; Jiang, Hui 12 ; Xu, Xun 20   VIAFID ORCID Logo  ; Yang, Huanming 21 ; Carmeliet, Peter 22   VIAFID ORCID Logo  ; Mulder, Jan 5   VIAFID ORCID Logo  ; Chen, Dongsheng 23 ; Lin, Lin 4   VIAFID ORCID Logo  ; Luo, Yonglun 24   VIAFID ORCID Logo 

 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) 
 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) 
 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) 
 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) 
 Karolinska Institutet, Department of Neuroscience, Stockholm, Sweden (GRID:grid.4714.6) (ISNI:0000 0004 1937 0626) 
 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) 
 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) 
 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) 
 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) 
Publication year
2022
Publication date
2022
Publisher
Nature Publishing Group
e-ISSN
20411723
Source type
Scholarly Journal
Language of publication
English
ProQuest document ID
2680442087
Copyright
© The Author(s) 2022. corrected publication 2022. This work is published under http://creativecommons.org/licenses/by/4.0/ (the “License”). Notwithstanding the ProQuest Terms and Conditions, you may use this content in accordance with the terms of the License.