Evidence map›Paper›PMID 34873160›Full record

ArticleNature communications2021

Single cell atlas for 11 non-model mammals, reptiles and birds.

Dongsheng Chen, Jian Sun, Jiacheng Zhu, Xiangning Ding, Tianming Lan, Xiran Wang, Weiying Wu, Zhihua Ou, Linnan Zhu, Peiwen Ding and 50 more

Open access · goldAbstract read
In one paragraph

Article in Nature communications, 2021. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 42 papers.

0numbers the graph read from it
0cells of the map it votes in
42citing papers in PubMed
4.3field-weighted citation impact, top 4% of its field
1 · What the graph read from it

What it found

Each row is one number read from the abstract, on the scale the paper reported it, with its interval. Left of the dashed line favours the treatment, right favours the comparator. Under each row is the sentence it came from. New to these charts? A ten-minute tutorial.

The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.

2 · The registry

The trial behind it

Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.

Neither the registry nor the abstract names a trial number. If this is a trial report, that itself is worth knowing.

3 · Its place in the literature

Who cites it

42 citing papers in PubMed, 70 citations in OpenAlex.

  1. Review
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  5. The molecular evolution of vertebrate organs.Nature ecology & evolution · 2026
    Review
  6. Review
  7. Review
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  10. Review
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  12. Review
  13. Article
  14. Article
  15. Article
  16. Article
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  18. Advances in single-cell transcriptomics in animal research.Journal of animal science and biotechnology · 2024
    Review
  19. Article
  20. Article
4 · The record

Corrections and comments

PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.

5 · Who and what money

Authors and funding

60 authors at 11 institutions in 4 countries.

Dongsheng Chen *BGI-Shenzhen, Shenzhen, 518083, China.
Jian Sun *National Risk Assessment Laboratory for Antimicrobial Resistance of Animal Original Bacteria, South China Agricultural University, Guangzhou, 510642, China.
Jiacheng Zhu *BGI-Shenzhen, Shenzhen, 518083, China.
Xiangning Ding *BGI-Shenzhen, Shenzhen, 518083, China.
Tianming Lan *BGI-Shenzhen, Shenzhen, 518083, China.
Xiran Wang *National Risk Assessment Laboratory for Antimicrobial Resistance of Animal Original Bacteria, South China Agricultural University, Guangzhou, 510642, China.
Weiying WuBGI-Shenzhen, Shenzhen, 518083, China.
Zhihua OuBGI-Shenzhen, Shenzhen, 518083, China.
Linnan ZhuBGI-Shenzhen, Shenzhen, 518083, China.
Peiwen DingBGI-Shenzhen, Shenzhen, 518083, China.ORCID 0000-0003-2905-0565
Haoyu WangBGI-Shenzhen, Shenzhen, 518083, China.
Lihua LuoBGI-Shenzhen, Shenzhen, 518083, China.
Rong XiangBGI-Shenzhen, Shenzhen, 518083, China.
Xiaoling WangBGI-Shenzhen, Shenzhen, 518083, China.
Jiaying QiuBGI-Shenzhen, Shenzhen, 518083, China.
Shiyou WangBGI-Shenzhen, Shenzhen, 518083, China.ORCID 0000-0003-1901-3920
Haimeng LiBGI-Shenzhen, Shenzhen, 518083, China.
Chaochao ChaiBGI-Shenzhen, Shenzhen, 518083, China.
Langchao LiangBGI-Shenzhen, Shenzhen, 518083, China.
Fuyu AnGuangdong Provincial Key Laboratory of Silviculture, Protection and Utilization, Guangdong Academy of Forestry, Guangzhou, 510520, China.
Le ZhangCollege of Wildlife Resources Northeast Forestry University, Harbin, 150040, China.
Lei HanCollege of Wildlife Resources Northeast Forestry University, Harbin, 150040, China.
Yixin ZhuBGI-Shenzhen, Shenzhen, 518083, China.
Feiyue WangBGI-Shenzhen, Shenzhen, 518083, China.
Yuting YuanBGI-Shenzhen, Shenzhen, 518083, China.
Wendi WuBGI-Shenzhen, Shenzhen, 518083, China.
Chengcheng SunBGI-Shenzhen, Shenzhen, 518083, China.
Haorong LuChina National Genebank, BGI-Shenzhen, Shenzhen, 518120, China.
Jihong WuEye and ENT Hospital, College of Medicine, Fudan University, Shanghai, China.
Xinghuai SunEye and ENT Hospital, College of Medicine, Fudan University, Shanghai, China.
Shenghai ZhangEye and ENT Hospital, College of Medicine, Fudan University, Shanghai, China.
Sunil Kumar SahuBGI-Shenzhen, Shenzhen, 518083, China.ORCID 0000-0002-4742-9870
Ping LiuBGI-Shenzhen, Shenzhen, 518083, China.
Jun XiaBGI-Shenzhen, Shenzhen, 518083, China.
Lijing ZhangBGI-Shenzhen, Shenzhen, 518083, China.
Haixia ChenBGI-Shenzhen, Shenzhen, 518083, China.
Dongming FangBGI-Shenzhen, Shenzhen, 518083, China.
Yuying ZengBGI-Shenzhen, Shenzhen, 518083, China.
Yiquan WuHIV and AIDS Malignancy Branch, Center for Cancer Research, National Cancer Institute, National Institutes of Health, Bethesda, MD, 20892-1868, USA.
Zehua CuiNational Risk Assessment Laboratory for Antimicrobial Resistance of Animal Original Bacteria, South China Agricultural University, Guangzhou, 510642, China.
Qian HeNational Risk Assessment Laboratory for Antimicrobial Resistance of Animal Original Bacteria, South China Agricultural University, Guangzhou, 510642, China.
Sanjie JiangBGI-Shenzhen, Shenzhen, 518083, China.
Xiaoyan MaDepartment of Biochemistry, University of Cambridge, Cambridge, CB21QW, UK.
Weimin FengBGI-Shenzhen, Shenzhen, 518083, China.
Yan XuBGI-Shenzhen, Shenzhen, 518083, China.
Fang LiResearch Center for Translational Medicine, East Hospital, Tongji University School of Medicine, 150 Jimo Road, Shanghai, 200120, China.
Zhongmin LiuResearch Center for Translational Medicine, East Hospital, Tongji University School of Medicine, 150 Jimo Road, Shanghai, 200120, China.
Lei ChenCollege of Veterinary Medicine, Yangzhou University, Yangzhou, 225009, China.
Fang ChenBGI-Shenzhen, Shenzhen, 518083, China.
Xin JinBGI-Shenzhen, Shenzhen, 518083, China.ORCID 0000-0001-7554-4975
Wei QiuDepartment of Neurology, The Third Affiliated Hospital of Sun Yat-Sen University, Guangzhou, 510080, China.
Tianjiao WangInstitute of Special Animal and Plant Sciences (ISAPS) of Chinese Academy of Agricultural Sciences, Changchun, China.
Yang LiInstitute of Special Animal and Plant Sciences (ISAPS) of Chinese Academy of Agricultural Sciences, Changchun, China.
Xiumei XingInstitute of Special Animal and Plant Sciences (ISAPS) of Chinese Academy of Agricultural Sciences, Changchun, China.
Huanming YangBGI-Shenzhen, Shenzhen, 518083, China.
Yanchun XuCollege of Wildlife Resources Northeast Forestry University, Harbin, 150040, China.
Yan HuaGuangdong Provincial Key Laboratory of Silviculture, Protection and Utilization, Guangdong Academy of Forestry, Guangzhou, 510520, China. wildlife530@hotmail.com.
Yahong LiuNational Risk Assessment Laboratory for Antimicrobial Resistance of Animal Original Bacteria, South China Agricultural University, Guangzhou, 510642, China. gale@scau.edu.cn.
Huan LiuBGI-Shenzhen, Shenzhen, 518083, China. liuhuan@genomics.cn.ORCID 0000-0003-3909-0931
Xun XuBGI-Shenzhen, Shenzhen, 518083, China. xuxun@genomics.cn.ORCID 0000-0002-5338-5173
BGI Group (China) · CNSouth China Agricultural University · CNChinese Academy of Agricultural Sciences · CNEye & ENT Hospital of Fudan University · CNShanghai East Hospital · CNGuangdong Academy of Forestry · CNNational Institutes of Health · USNortheast Forestry University · CNSun Yat-sen University · CNUniversity of Cambridge · GBYangzhou University · CN

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

The availability of viral entry factors is a prerequisite for the cross-species transmission of severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2). Large-scale single-cell screening of animal cells could reveal the expression patterns of viral entry genes in different hosts. However, such exploration for SARS-CoV-2 remains limited. Here, we perform single-nucleus RNA sequencing for 11 non-model species, including pets (cat, dog, hamster, and lizard), livestock (goat and rabbit), poultry (duck and pigeon), and wildlife (pangolin, tiger, and deer), and investigated the co-expression of ACE2 and TMPRSS2. Furthermore, cross-species analysis of the lung cell atlas of the studied mammals, reptiles, and birds reveals core developmental programs, critical connectomes, and conserved regulatory circuits among these evolutionarily distant species. Overall, our work provides a compendium of gene expression profiles for non-model animals, which could be employed to identify potential SARS-CoV-2 target cells and putative zoonotic reservoirs.

Indexed as

Atlases as TopicAngiotensin-Converting Enzyme 2AnimalsBirdsCell CommunicationEvolution, MolecularGene Regulatory NetworksHost-Pathogen InteractionsLungMammalsReceptors, VirusReptilesSARS-CoV-2Serine EndopeptidasesSingle-Cell AnalysisTranscriptomeAngiotensin-Converting Enzyme 2Receptors, VirusSerine Endopeptidases

Identifiers

PMID34873160
PMCPMC8648889
OpenAlexW4200575396

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LicenceCC BY
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Registered trials

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Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the OpenQuestion graph.