Evidence map›Paper›PMID 41858535›Full record

ArticleFrontiers in veterinary science2026

Molecular epidemiology and genomic analysis of bulbul coronavirus in Guangdong, China.

Lina Zhang, Shuting Chen, Huihua Li, Lixia Li, Hao Liu

Abstract read
In one paragraph

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

0numbers the graph read from it
0cells of the map it votes in
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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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

5 authors.

Lina Zhang *Eco-Engineering Department, Guangdong Eco-Engineering Polytechnic, Guangzhou, China.
Shuting Chen *School of Animal Science and Technology, Foshan University, Foshan, China.
Huihua LiEco-Engineering Department, Guangdong Eco-Engineering Polytechnic, Guangzhou, China.
Lixia LiSchool of Animal Science and Technology, Foshan University, Foshan, China.
Hao LiuSchool of Animal Science and Technology, Foshan University, Foshan, China.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Introduction: Bulbul coronavirus (BuCoV), a delta coronavirus recently identified in passerine birds, remains poorly characterized regarding its ecology and evolutionary dynamics. This study aimed to determine the prevalence of BuCoV in wild avifauna, clarify its evolutionary relationship with other delta coronaviruses, and identify genetic signatures potentially relevant to host adaptation and cross-species transmission in southern China. Methods: From 2023 to 2024, we conducted molecular surveillance across 12 regions in Guangdong Province, China. A total of 2,145 avian fecal samples were collected and screened for BuCoV using real-time quantitative PCR. The complete genomes of representative strains were obtained using next-generation sequencing. Subsequent analyses included phylogenetic reconstruction using maximum likelihood methods, recombination detection using RDP4 and SimPlot, and comparative amino acid analysis. Results: BuCoV was detected exclusively in Shenzhen (3/168, 1.78%), with all positive samples originating from bulbuls (Pycnonotus spp.). The Shenzhen strain GD2411 exhibited the highest nucleotide identity with BuCoV strains HKU11-796 (97.26%) and HKU11-934 (96.79%), but far lower similarity (78.9%-82.4%) to other delta coronaviruses. Phylogenetic analysis placed GD2411 in a monophyletic clade with HKU11 strains. Recombination analyses revealed mosaic structures within the spike (S) gene, involving multiple coronavirus lineages. Thirty-one amino acid substitutions were detected in the S protein, together with mutations in RdRp, 3CLpro, and nucleocapsid. Discussion: These findings suggest that BuCoV GD2411 emerged through inter-lineage recombination and is undergoing adaptive evolution, particularly in the spike protein. The detection of BuCoV exclusively in Shenzhen, a critical node in the East Asian-Australasian Flyway, suggests that migratory birds may facilitate viral dissemination. The identified mutations may affect viral replication, host adaptation, or immune evasion. These findings provide essential baseline genomic and epidemiological data critical for understanding BuCoV diversity and assessing potential zoonotic risks in southern China.

Indexed as

bulbul coronavirusgenetic evolutionmetagenomic sequencingreal-time PCRsequence analysis

Identifiers

PMID41858535
PMCPMC12995750

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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.