Evidence map›Paper›PMID 41731386›Full record

ArticleBMC infectious diseases2026

Effectiveness of key - population COVID - 19 prevention depends on overall community - level control: a correctional facility outbreak study in Guangdong, China.

Dachuan Lin, Shannan Wu, Hao Yang, Letian Zhou, Qi Chen, Hao Huang, Zhongyao Xu, Yuzhong Xu

Abstract read
In one paragraph

Article in BMC infectious diseases, 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
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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.

Dachuan Lin *Hainan Medical University-The University of Hong Kong Joint Laboratory of Tropical Infectious Diseases and Academician Workstation of Hainan Province, Key Laboratory of Tropical Translational Medicine of Ministry of Education, School of Basic Medical Sciences, Hainan Academy of Medical Sciences, Hainan Medical University, Haikou, China.
Shannan Wu *Animal and Plant Quarantine Center Haikou Customs District, Haikou, Hainan, 570311, China.
Hao YangDepartment of Clinical Laboratory, Shenzhen Baoan Hospital, The Second Affiliated Hospital of Shenzhen University, Shenzhen, 518101, China.
Letian ZhouGeneMind Biosciences Company Limited, Room 602, Building 2, Jinyuan Building116 Qingshuihe Rd. (No. 1) Luohu, Shenzhen, Guangdong, 518000, China.
Qi ChenDepartment of Clinical Laboratory, Shenzhen Baoan Hospital, The Second Affiliated Hospital of Shenzhen University, Shenzhen, 518101, China.
Hao HuangDepartment of Clinical Laboratory, Shenzhen Baoan Hospital, The Second Affiliated Hospital of Shenzhen University, Shenzhen, 518101, China.
Zhongyao XuShenzhen Uni-Medica Technology Co, Ltd. Block 6th, Liuxian Culture Park, Shenzhen, China. xuzhongyao@uni-medica.com.
Yuzhong XuDepartment of Clinical Laboratory, Shenzhen Baoan Hospital, The Second Affiliated Hospital of Shenzhen University, Shenzhen, 518101, China. 254501651@qq.com.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

introductionIn December 2022, the zero - COVID strategy was amended, eliminating mandatory testing and isolation. The purpose of this study was to explore the effectiveness of targeted prevention measures in a key population (inmates and prison guards) and to provide data for similar situations in the future.

methodsAfter the 2022 policy changes, a comprehensive 40 - day study was executed within the prison’s enclosed environment. 79,075 nucleic acid samples from facility entrants were collected, complemented by near-full-length viral genome sequencing using a targeted next-generation sequencing (tNGS) approach, to discern the impact of external non-pharmaceutical interventions (NPIs) on viral transmission within the institution.

resultsAfter two years without COVID − 19 cases, the prison’s streak ended abruptly due to changes in external NPIs. After two years without COVID-19 cases, the prison’s streak ended abruptly following the December 2022 policy shift. Continuous internal NPIs delayed the epidemic peak by ~ 5 days compared to the community. Critically, tNGS revealed nine distinct SARS-CoV-2 strains co-circulating on the first day of widespread testing among ordinary inmates (Dec 17, 2022)—providing direct genomic evidence of multiple external introductions. New variants continued to emerge over time. The 20× coverage decreased significantly in the later stage of the epidemic (p < 0.0001). The 20×coverage decreased significantly in the later stage of the epidemic (p < 0.0001).

conclusionsThis study highlights that facility-specific NPIs—such as closed-loop management, quarantine for new admissions, and cohorting—can only delay, but not prevent, outbreaks driven by imported infections. It underscores the necessity for enhanced surveillance and expeditious testing in densely populated or confined quarters to identify and mitigate infection sources quickly. tNGS is an indispensable tool for validating superspreading events, deciphering transmission intricacies, and distinguishing strains among cases. CLINICAL TRIAL NUMBER: Not applicable.

Indexed as

Correctional FacilitiesCOVID-19SARS-CoV-2ChinaDisease OutbreaksHigh-Throughput Nucleotide SequencingHumansMalePrisonersPrisonsCorrectional facilityCOVID - 19Key populationTargeted preventiontNGS

Identifiers

PMID41731386
PMCPMC13112642

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LicenceCC BY-NC-ND
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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.