Virome diversity in small mammals from south China: Insights into virus evolution, transmission, and ecology.

Yiwei Shi1,2,3 Letian Fang1,2,3 Cixiu Li4,5,6 Peng Li1,2,3 Jiluo Liu1,2,3 Yifan Chen1,2,3 Yue Zhao1,2,3 Zishuai Li1,2,3 Shuqi Liu4,5,6 Yibo Ding1,2,3 Xinyu Zhou1,2,3 Dongming Jiang1,2,3 Jiaying Shen1,2,3 Zihan Zhang1,2,3 Junheng Lyu1,2,3 Rui Pu1,2,3 Xiaojie Tan1,2,3 Jianhua Yin1,2,3 Weifeng Shi7,8 Guangwen Cao1,2,9
Affiliations 9 institutions
  1. Department of Epidemiology, Naval Medical University, Shanghai, 200433, China
  2. Key Laboratory of Biological Defense, Ministry of Education, Naval Medical University, Shanghai, 200433, China
  3. Shanghai Key Laboratory of Medical Bioprotection, Naval Medical University, Shanghai, 200433, China.
  4. Key Laboratory of Emerging Infectious Diseases in Universities of Shandong, Shandong First Medical University and Shandong Academy of Medical Sciences, Ji'nan, 250117, China
  5. School of Clinical and Basic Medical Sciences, Shandong First Medical University and Shandong Academy of Medical Sciences, Ji'nan, 250117, China
  6. School of Public Health, Shandong First Medical University and Shandong Academy of Medical Sciences, Ji'nan, 250117, China.
  7. Department of Infectious Diseases, Ruijin Hospital, Shanghai Jiao Tong University School of Medicine, Shanghai, 200025, China
  8. Shanghai Institute of Virology, Shanghai Jiao Tong University School of Medicine, Shanghai, 200025, China. Electronic address: [email protected].
  9. Shanghai Key Laboratory of Medical Bioprotection, Naval Medical University, Shanghai, 200433, China. Electronic address: [email protected].

Abstract

Mammals are critical reservoirs of human infectious diseases and the spillover of viruses is related to climate conditions. We conducted meta-transcriptomic sequencing of 226 mammals (bats, rodents, hedgehogs, and shrews) representing 20 species collected across eight cities in south China between 2018 and 2024. Samples included internal organs, oropharyngeal and anal swabs, and feces. We identified 63 vertebrate-associated viruses, including 34 novel viruses. Phylogenetic analysis revealed six viruses with potential infection risks to humans or domestic animals due to their close phylogenetic relationships with known pathogens. Cross-species transmission was observed in 14.3% (9/63) of viruses, shared by at least two host species, with bats, particularly Rhinolophus and Hipposideros, serving as key hubs for viral circulation and zoonotic spillover. Virome composition varied substantially among mammalian species and geographic regions (adonis test, R2 ​= ​0.50, P ​= ​0.001). Generalized linear models quantified the roles of host taxonomy, ecotypes, and meteorological factors in shaping viral diversity, demonstrating host taxonomy (at the order level) as a predominant role (25.70% deviance explained), followed by ecotypes (10.27% deviance explained). Phylogenetic analysis conducted using our betacoronavirus sequences, as well as betacoronavirus sequences derived from 2.0 ​× ​104 bats sampled in China between July 2013 and March 2024, revealed that no betacoronaviruses exhibited closer phylogenetic relationships to SARS-CoV-2 than the known strains (e.g., RaTG13). These findings provide critical insights into virus evolution, transmission, and ecological determinants, which are essential for the prevention of emerging infectious diseases.

Supporting text Virus Host Location
Meta-transcriptomics 2 Virus ecology 3 Virus evolution 21 Wildlife virome 4 Zoonotic disease 19 Mammals 92 Virome 33 Virus Diseases 19 Viruses 49 Animals 1948 China 229 Chiroptera 371 Evolution, Molecular 176 Feces 113 Hedgehogs 6 Humans 1440 Phylogeny 805 Rodentia 51 Shrews 15

Evidence records

3 total
Zoonotic Surveillance
1 records · 1 evidence types
Evidence type
1 records
OVE9459
Key finding

Meta-transcriptomic sequencing detected 63 vertebrate-associated viruses, including 34 novel viruses, in bats, rodents, hedgehogs, and shrews from south China.

Virus
Host
Location
Supporting text

We conducted meta-transcriptomic sequencing of 226 mammals (bats, rodents, hedgehogs, and shrews) representing 20 species collected across eight cities in south China between 2018 and 2024. ... We identified 63 vertebrate-associated viruses, including 34 novel viruses.

Method
meta-transcriptomic sequencing
Sample type
internal organs | oropharyngeal swabs | anal swabs | feces
Geographic raw
south China | eight cities
Country inferred
CHN
Genomic Evolution
2 records · 1 evidence types
Evidence type
2 records
OVE9462
Key finding

Phylogenetic analysis of betacoronaviruses from Chinese bats showed that none were more closely related to SARS-CoV-2 than the known strain RaTG13.

Virus
Host
Location
Not specified
Supporting text

Phylogenetic analysis conducted using our betacoronavirus sequences, as well as betacoronavirus sequences derived from 2.0 × 10⁴ bats sampled in China between July 2013 and March 2024, revealed that no betacoronaviruses exhibited closer phylogenetic relationships to SARS-CoV-2 than the known strains (e.g., RaTG13).

Analysis methods
phylogenetic analysis
OVE9461
Key finding

Phylogenetic analysis indicated that six newly detected viruses from small mammals in south China are closely related to known pathogenic lineages, suggesting potential infection risks to humans or domestic animals.

Virus
Host
Location
Not specified
Supporting text

Phylogenetic analysis revealed six viruses with potential infection risks to humans or domestic animals due to their close phylogenetic relationships with known pathogens.

Analysis methods
phylogenetic analysis