Evidence map›Paper›PMID 40777638›Full record

ArticleFrontiers in public health2025

Investigation of a norovirus outbreak among hospital staff in Zhejiang, China: tracing the source to contaminated "red bean cake".

Xiaojian Duan, Jing Wang, Yi Wang, Zhaokai He, Xiaobin Ren, Zhe Wang, Qingjun Kao, Kai Song, Liangliang Huo

Abstract read
In one paragraph

Article in Frontiers in public health, 2025. 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

9 authors.

Xiaojian Duan *Hangzhou Center for Disease Control and Prevention (Hangzhou Health Supervision Institution) Institute of Infectious Disease Control and Prevention, Hangzhou, China.
Jing Wang *Hangzhou Center for Disease Control and Prevention (Hangzhou Health Supervision Institution) Institute of Infectious Disease Control and Prevention, Hangzhou, China.
Yi WangHangzhou Center for Disease Control and Prevention (Hangzhou Health Supervision Institution) Institute of Infectious Disease Control and Prevention, Hangzhou, China.
Zhaokai HeHangzhou Center for Disease Control and Prevention (Hangzhou Health Supervision Institution) Institute of Infectious Disease Control and Prevention, Hangzhou, China.
Xiaobin RenHangzhou Center for Disease Control and Prevention (Hangzhou Health Supervision Institution) Institute of Infectious Disease Control and Prevention, Hangzhou, China.
Zhe WangHangzhou Center for Disease Control and Prevention (Hangzhou Health Supervision Institution) Institute of Infectious Disease Control and Prevention, Hangzhou, China.
Qingjun KaoHangzhou Center for Disease Control and Prevention (Hangzhou Health Supervision Institution) Institute of Infectious Disease Control and Prevention, Hangzhou, China.
Kai SongHangzhou Center for Disease Control and Prevention (Hangzhou Health Supervision Institution) Institute of Infectious Disease Control and Prevention, Hangzhou, China.
Liangliang HuoHangzhou Center for Disease Control and Prevention (Hangzhou Health Supervision Institution) Institute of Infectious Disease Control and Prevention, Hangzhou, China.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

While nosocomial norovirus transmission in hospitalized patients is well characterized, its transmission dynamics among HCWs remain poorly documented. This investigation of HCW-focused norovirus transmission provides critical epidemiological evidence to refine infection control protocols for gastroenteritis in healthcare settings. This study utilized a retrospective case-control design to systematically analyze outbreak transmission dynamics. Structured questionnaires were implemented ≤72 h post-symptom onset to capture dietary exposures during the three-day exposure window, minimizing recall bias. Potential high-risk dining periods and food items were further analyzed via a case-control study. The outbreak investigation identified 52 cases, including 48 HCWs and 4 cafeteria staff, yielding an overall attack rate of 2.21% (52/2352). Epidemiological evidence supports a point-source origin, as demonstrated by the single-peak epidemic curve. Case-control analysis revealed the lunch on 19th June as the primary exposure window (statistically significant OR = 25.21; 95% CI: 3.35-189.69), with the "red bean cake" served in the implicated meal being the significantly associated food item (OR = 1248.75; 95% CI: 170.64-9138.33). RT-qPCR confirmed norovirus GII RNA in clinical specimens from cases and the implicated "red bean cake" food sample. These findings definitively established the "red bean cake" as the outbreak's etiological source.

Indexed as

Caliciviridae InfectionsCross InfectionDisease OutbreaksGastroenteritisNorovirusPersonnel, HospitalAdultCase-Control StudiesChinaFemaleHumansMaleMiddle AgedRetrospective StudiesSurveys and Questionnairescase-control studyhealthcare workersnorovirusoutbreak investigationsource tracing

Identifiers

PMID40777638
PMCPMC12328458

What OpenQuestion holds

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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.