Evidence map›Paper›PMID 42614418›Full record

ArticleFrontiers in microbiology2026

Application of mNGS in traceability investigation of foodborne disease outbreaks caused by

Huarong Hong, Yan Zeng, Zhinan Guo, Shanfeng Yu, Lifang Chen, Liwen Lan, Kunming Wang, Xiaoqin Xu, Yufeng Qiu, Shenggen Wu and 1 more

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.

0numbers the graph read from it
0cells of the map it votes in
0citing papers in PubMed
–field-weighted citation impact
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

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

11 authors.

Huarong HongXiamen Center for Disease Control and Prevention, Xiamen, Fujian, China.
Yan ZengXiamen Siming District Center for Disease Control and Prevention, Xiamen, Fujian, China.
Zhinan GuoXiamen Center for Disease Control and Prevention, Xiamen, Fujian, China.
Shanfeng YuXiamen Center for Disease Control and Prevention, Xiamen, Fujian, China.
Lifang ChenXiamen Huli District Center for Disease Control and Prevention, Xiamen, Fujian, China.
Liwen LanXiamen Center for Disease Control and Prevention, Xiamen, Fujian, China.
Kunming WangXiamen Siming District Center for Disease Control and Prevention, Xiamen, Fujian, China.
Xiaoqin XuXiamen Huli District Center for Disease Control and Prevention, Xiamen, Fujian, China.
Yufeng QiuFujian Center for Disease Control and Prevention, Fujian Provincial Key Laboratory of Zoonotic Diseases, Fuzhou, Fujian, China.
Shenggen WuFujian Center for Disease Control and Prevention, Fujian Provincial Key Laboratory of Zoonotic Diseases, Fuzhou, Fujian, China.
Zhifang ZhangFujian Center for Disease Control and Prevention, Fujian Provincial Key Laboratory of Zoonotic Diseases, Fuzhou, Fujian, China.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Background: Methods: Clinical, food, and environmental surface swab samples were collected. The clinical samples were screened using the 14-plex PCR assay for rapid pathogen detection. Metagenomic sequencing (mNGS) was performed on all samples in parallel. Conventional bacterial culture was also conducted, and the obtained isolates were subjected to whole-genome sequencing (WGS). A SNP-based phylogenetic tree was constructed using WGS data from clinical isolates and reference strains from different geographical regions. Results: This foodborne outbreak was caused by Conclusions: Our integrated approach combining culture, WGS, and mNGS proved effective for rapid outbreak traceability, suggesting that the outbreak most likely originated from a contaminated food source associated with cross-regional dissemination, although the specific vehicle and transmission route remain to be determined.

Indexed as

cold-chain foodmetagenomic next generation sequencing(mNGS)multidrug-resistant strains (MDR)Salmonella LitchfieldT3SStet(A)

Identifiers

PMID42614418
PMCPMC13481542

What OpenQuestion holds

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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.