Evidence map›Paper›PMID 42840147›Full record

ArticleFrontiers in microbiology2026

Large-scale characterization of the bovine virome reveals viral diversity and community patterns in Northwest China.

Lingling Jiang, Yunyi Kong, Gang Zhang, Pu Wang, Min Fang, Qiang Liu, Sinong Zhang, Yong Li

Abstract read
In one paragraph

Article in Frontiers in microbiology, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Not yet cited in PubMed.

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0citing papers in PubMed
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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

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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

0 citing papers in PubMed.

No citing paper in PubMed yet.

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

8 authors.

Lingling JiangSchool of Life Sciences, Ningxia University, Yinchuan, Ningxia, China.
Yunyi KongSchool of Life Sciences, Ningxia University, Yinchuan, Ningxia, China.
Gang ZhangSchool of Life Sciences, Ningxia University, Yinchuan, Ningxia, China.
Pu WangSchool of Life Sciences, Ningxia University, Yinchuan, Ningxia, China.
Min FangSchool of Life Sciences, Ningxia University, Yinchuan, Ningxia, China.
Qiang LiuSchool of Life Sciences, Ningxia University, Yinchuan, Ningxia, China.
Sinong ZhangSchool of Life Sciences, Ningxia University, Yinchuan, Ningxia, China.
Yong LiSchool of Life Sciences, Ningxia University, Yinchuan, Ningxia, China.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Cattle play a critical role in global agriculture and food security while serving as hosts for diverse viruses with potential implications for animal and public health. To comprehensively characterize the bovine virome and its community patterns, we conducted a large-scale characterization of the beef cattle-associated virome in Northwest China using viral metagenomic sequencing. A total of 2,353 specimens, including nasal swabs, anal swabs, and serum, were collected from 794 cattle across 28 sites in Shaanxi, Gansu, and Ningxia, with nasal and anal swab specimens used for the metagenomic analyses. High-throughput sequencing identified viruses belonging to 14 phyla, 32 classes, 39 orders, 71 families, and 397 genera, revealing substantial viral diversity. Descriptive comparisons of the pooled libraries revealed differences in virome composition across geographic regions, farming systems, and sampling seasons, with the summer pool showing greater viral richness and contig abundance than the winter pool. Phylogenetic analyses revealed genetic relationships between several viral sequences detected in this study and viral lineages previously reported from humans and other animal hosts, raising hypotheses regarding broader host associations and potential cross-species transmission that require further investigation. Targeted PCR/RT-PCR screening and cell-culture-based virus characterization provided complementary validation of representative metagenomic findings and revealed frequent co-detection of multiple viral targets among the sampled cattle. Collectively, this study provides a large-scale characterization of the beef cattle-associated virome in Northwest China, expands current knowledge of viral diversity associated with beef cattle populations, and establishes a valuable resource for future virome surveillance, studies of viral evolution, and disease prevention.

Indexed as

beef cattlephylogeneticssampling seasonviral co-detectionviral diversityviral metagenomicsviromevirus isolation

Identifiers

PMID42840147
PMCPMC13638655

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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.