Cattle Cell Atlas: a multi-tissue single cell expression repository for advanced bovine genomics and comparative biology

Author:

Fang Lingzhao1ORCID,Han Bo2,Li Houcheng1,Zhang Qi2,Zheng Weijie2,Chen Ao2,Zhu Senlin3,Shi Tao4,Hou Yali5,Wang Fei6,Zou Dong7,Song Yu2,Ye Wen2,Du Aixia2,Fu Yihan2,Jia Minghui3,Bai Zhonghao1,Yuan Zhixiang8,Liu Wan-Sheng9ORCID,Tao Wenbin10,Hope Jayne11,MacHugh David12ORCID,O’Grady John12,Madsen Ole13,Sahana Goutam1ORCID,Luo Yonglun1ORCID,Lin Lin1ORCID,Li Cong-jun14ORCID,Cai Zexi1ORCID,Li Bingjie15ORCID,Liu Lin16,Zhang Zhang17ORCID,Ma Zhu16,Liu George E.18ORCID,Jiang Yu4ORCID,Sun Hui-Zeng3ORCID,Sun Dongxiao2

Affiliation:

1. Aarhus University

2. China Agricultural University

3. Zhejiang University

4. Northwest A&F University

5. Chinese Academy of Agricultural Sciences

6. BGI Research, Shenzhen 518083, China

7. Beijing Institute of Genomics, China National Center for Bioinformation, Chinese Academy of Sciences

8. Chinese Academy of Sciences and China National Center for Bioinformation

9. The Pennsylvania State University

10. USDA

11. University of Edinburgh

12. University College Dublin

13. Wageningen University & Research

14. ARS, USDA

15. Scotland's Rural College (SRUC)

16. Beijing Dairy Cattle Center

17. National Genomics Data Center & CAS Key Laboratory of Genome Sciences and Information, Beijing Institute of Genomics, Chinese Academy of Sciences

18. Agricultural Research Service

Abstract

Abstract

Systematic characterization of the molecular states of cells in livestock tissues is essential for understanding cellular and genetic mechanisms underlying economically and ecologically important physiological traits. This knowledge contributes to the advancement of sustainable and precision agriculture-food systems. Here, as part of the Farm animal Genotype-Tissue Expression (FarmGTEx) project, we describe a comprehensive reference map comprising 1,793,854 cells from 59 bovine tissues, spanning both sexes and multiple developmental stages. This map, generated by single-cell/nucleus RNA sequencing, identifies 131 distinct cell types, revealing intra- and inter-tissue cellular heterogeneity in gene expression, transcription factor regulation, and intercellular communication. Integrative analysis with genetic variants that underpin bovine monogenic and complex traits uncovers cell types of relevance, such as spermatocytes responsible for sperm motilities and excitatory neurons for milk fat yield. Comparative analysis reveals similarities in gene expression between cattle and humans at single-cell resolution, allowing for detection of relevant cell types for studying human complex phenotypes. This cattle cell atlas will serve as a key resource for cattle genetics and genomics, immunology, comparative biology, and ultimately human biomedicine.

Publisher

Springer Science and Business Media LLC

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