Xinni Yang, Panyu Chen, Yunlin He, Xingrao Li, Yongjian Zhou, Jianyu Cao, Xuanyu Pan, Hong Qiu, Zhining Zhang, Meihong He, Yingjiao Li, Jing Qin, Liling Liu, Yuxiao He, Jianping Zhou, Xuening He, Nada M.A. Hassan, Tengcheng Que, Yanling Hu. 2026. Immunological and Molecular Profiling of Pangolin Viruses at the Viral Interface. Zoological Research. DOI: 10.24272/j.issn.2095-8137.2026.161
Citation: Xinni Yang, Panyu Chen, Yunlin He, Xingrao Li, Yongjian Zhou, Jianyu Cao, Xuanyu Pan, Hong Qiu, Zhining Zhang, Meihong He, Yingjiao Li, Jing Qin, Liling Liu, Yuxiao He, Jianping Zhou, Xuening He, Nada M.A. Hassan, Tengcheng Que, Yanling Hu. 2026. Immunological and Molecular Profiling of Pangolin Viruses at the Viral Interface. Zoological Research. DOI: 10.24272/j.issn.2095-8137.2026.161

Immunological and Molecular Profiling of Pangolin Viruses at the Viral Interface

  • Pangolins have been identified as potential intermediate hosts for various viruses, including coronaviruses related to SARS-CoV-2 and MERS-CoV, yet the cellular mechanisms underlying their viral susceptibility remain poorly understood. Here, we establish the first comprehensive single-cell transcriptomic atlas for two pangolin species Manis pentadactyla and Manis javanica, generated through single-cell RNA sequencing of 246,813 high-quality cells from 12 major tissues, combined with bulk transcriptome profiling of 123 samples across multiple tissues. This resource is integrated with cross-species data from humans (Homo sapiens), the big brown bat (Eptesicus fuscus), domestic pigs (Sus scrofa), mice (Mus musculus), and tigers (Panthera tigris). Our analysis reveals a myeloid-biased hematopoiesis in pangolin bone marrow, dominated by monocyte and T cell, which contrasts sharply with the lymphoid-skewed composition observed in Homo sapiens and Mus musculus. We also identify species-specific features, including thyroid-specific expression of FKBP5 in Manis pentadactyla validated by qRT-PCR and western blot, suggestive of a role in immune-endocrine crosstalk, and MIF-signaling-mediated cellular interactions in intestinal lymphoid tissue. Furthermore, key viral entry factors (AXL, NRP1, DPP4, ACE2, SCARB1, UVRAG) are broadly expressed in immune cell (e.g., B cell, T cell, macrophage), fibroblast, and endothelial cell across tissues, as confirmed by both single-cell and bulk transcriptomic analyses. Cross-species comparisons uncover fundamental differences in splenic immune architecture, hematopoietic lineage distribution, and viral receptor expression. Together, these findings, reinforced by transcriptomic and molecular experimental validation, establish a molecular and cellular framework for understanding pangolins as potential mixing vessels for viruses and provide a foundation for targeted surveillance of emerging zoonotic pathogens.
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