Evidence map›Paper›PMID 41480092›Full record

ArticleFrontiers in public health2025

Assessing vertical transmission of SARS-CoV-2 in high-rise apartments via a joint epidemiologic and modeling investigation.

Samuel Z Chong, Chin Chun Ooi, Muhammad Ismail Bin Abdul Malek, Zhengwei Ge, Derrick Low, Chang Wei Kang, Calvin J Chiew, Sae-Rom Chae, Yee Leong Teoh, Kelvin Bryan Tan

Abstract read
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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.

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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

10 authors.

Samuel Z ChongMinistry of Health, Singapore, Singapore.
Chin Chun OoiInstitute for High Performance Computing, Agency for Science, Technology and Research, Singapore, Singapore.
Muhammad Ismail Bin Abdul MalekNational Centre for Infectious Diseases, Singapore, Singapore.
Zhengwei GeInstitute for High Performance Computing, Agency for Science, Technology and Research, Singapore, Singapore.
Derrick LowInstitute for High Performance Computing, Agency for Science, Technology and Research, Singapore, Singapore.
Chang Wei KangInstitute for High Performance Computing, Agency for Science, Technology and Research, Singapore, Singapore.
Calvin J ChiewCommunicable Diseases Agency, Singapore, Singapore.
Sae-Rom ChaeCommunicable Diseases Agency, Singapore, Singapore.
Yee Leong TeohCommunicable Diseases Agency, Singapore, Singapore.
Kelvin Bryan TanMinistry of Health, Singapore, Singapore.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

High-rise apartments (HRAs) present a complex environment with multiple routes of infection, especially for respiratory pathogens like SARS-CoV-2. With HRAs serving as the dominant housing modality in many dense urban regions worldwide, particularly in dense Asian cities such as Singapore, where high-rise living is normative, understanding transmission within such settings is essential for both global and region-specific public health preparedness. In this study, we assessed transmission risks and potential routes of transmission within HRAs based on observed severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2) clusters in Singapore. We analyzed SARS-CoV-2 incidence in HRAs subjected to government-mandated mass screenings to evaluate the transmission risk associated with various relative positions within an HRA and found significantly elevated risk of transmission for residents living within the same vertical stack as a potential index case. A computational fluid dynamics (CFD) model was further developed for an HRA with the highest vertical transmission risk to elucidate potential routes of aerosol transmission. Interestingly, the epidemiological analysis indicated an increased risk of infection for residents living within two levels above an infected case, correlating with CFD observations that aerosolized particles can move vertically up the stack and remain at elevated concentrations in the two levels above a potential index case. The analysis and modeling provide additional insights into alternative vertical transmission within HRAs, distinct from prior studies that have primarily hypothesized transmission via drainage stacks. Nonetheless, factors such as wind direction and individual unit configurations are shown in CFD to have a significant influence on the potential spread of aerosolized particles in such settings, highlighting the need for additional in-depth investigation. This study further demonstrates the importance of joint epidemiology and numerical modeling to better understand different potential mechanisms of particle spread, especially in the HRA setting.

Indexed as

COVID-19HousingHumansSARS-CoV-2Singaporeaerosol transmissioncomputational fluid dynamicsepidemiologic investigationhigh rise apartmentSARS-CoV-2Urban Healthvertical transmission

Identifiers

PMID41480092
PMCPMC12754010

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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.