Evidence map›Paper›PMID 40604338›Full record

ArticleInfluenza and other respiratory viruses2025

Impact of Ventilation on Respiratory Virus Transmission in College Residence Hall Cohorts: Potential for Causal Inference About Mode of Transmission.

T Louis Gold, Kathleen M McPhaul, Huang Lin, Ryan Doughty, Irina Maljkovic Berry, Filbert Hong, Jianyu Lai, Todd J Treangen, Jelena Srebric, Donald K Milton

Abstract read
In one paragraph

Article in Influenza and other respiratory viruses, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 5 papers.

0numbers the graph read from it
0cells of the map it votes in
5citing 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

5 citing papers in PubMed.

  1. Article
  2. Min-frame transformation enables more sensitive viral genome alignment.bioRxiv : the preprint server for biology · 2026
    Article
  3. Article
  4. bronko: ultrafast, alignment-free detection of viral genome variation.bioRxiv : the preprint server for biology · 2026
    Article
  5. Article
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.

T Louis GoldDepartment of Global, Environmental, and Occupational Health, University of Maryland School of Public Health, College Park, Maryland, USA.
Kathleen M McPhaulDepartment of Global, Environmental, and Occupational Health, University of Maryland School of Public Health, College Park, Maryland, USA.
Huang LinDepartment of Epidemiology and Biostatistics, University of Maryland School of Public Health, College Park, Maryland, USA.
Ryan DoughtyDepartment of Computer Science, Rice University, Houston, Texas, USA.ORCID 0009-0001-8355-0926
Irina Maljkovic BerryViral Diseases Branch, Walter Reed Army Institute of Research, Silver Spring, Maryland, USA.
Filbert HongDepartment of Global, Environmental, and Occupational Health, University of Maryland School of Public Health, College Park, Maryland, USA.
Jianyu LaiDepartment of Global, Environmental, and Occupational Health, University of Maryland School of Public Health, College Park, Maryland, USA.ORCID 0000-0001-5705-0138
Todd J TreangenDepartment of Computer Science, Rice University, Houston, Texas, USA.
Jelena SrebricDepartment of Mechanical Engineering, University of Maryland School of Engineering, College Park, Maryland, USA.
Donald K MiltonDepartment of Global, Environmental, and Occupational Health, University of Maryland School of Public Health, College Park, Maryland, USA.ORCID 0000-0002-0550-7834

Funding

TRAINING PROGRAM IN COMPUTATIONAL BIOLOGY AND MEDICINET15LM007093 · NLM · RICE UNIVERSITY · PI Lydia E. Kavraki · 1992 to 2026
$20.8M
Balvi Filantropic FundBiological Technologies Office, Defense Advanced Research Projects Agency N66001-17-2-4023Biological Technologies Office, Defense Advanced Research Projects Agency N66001-18-2-4015Flu LabNIH HHS #75N93021C00014NLM NIH HHS T15 LM007093NSF CAREER #2239114
6 · The paper itself

Abstract

backgroundThe SARS-CoV-2 pandemic focused attention on airborne-inhalation transmission and building ventilation. However, investment in solutions lags because few epidemiologic studies demonstrate a causal effect of ventilation on acute respiratory infection (ARI) transmission. This highlights a need for improved study designs to support causal inference.

methodsTo investigate the potential for causal inference, we analyzed prospective cohorts residing in a high-ventilation (HVent, ≥ 5 L/s per person) or a neighboring low-ventilation (LVent, < 5 L/s per person) college residence hall during two spring semesters (2018 and 2019). Swab samples, analyzed using a PCR panel for respiratory pathogens, were collected based on self-reported symptoms and contacts. Our analysis focused on roommate pairs where both had been tested within a 2-week period. Roommate pairs with concordant positive PCR results were categorized as possible transmission events. We used genetic sequencing and phylogenetic analysis to identify probable transmission clusters and events.

resultsWe analyzed data from 368 cohort participants (82 HVent and 286 LVent), including 60 person-infections, with a trend toward 54% lower ARI risk among students living in HVent versus LVent residence halls. We identified 97 roommate pairs, 64 two-week intervals where both members were tested, 36 (2 HVent and 34 LVent) intervals with ≥ 1 infection, and four possible transmission events (all LVent). Sequence data available for two of the four events confirmed one probable transmission cluster and one probable transmission event.

conclusionsFuture college dorm transmission studies should prioritize enrolling roommates rather than individuals, measuring ventilation, and confirming transmission events through whole genome sequencing.

Indexed as

COVID-19Respiratory Tract InfectionsSARS-CoV-2VentilationAdolescentAdultCohort StudiesFemaleHumansMalePhylogenyProspective StudiesStudentsUniversitiesYoung Adultcausal analysiscohort studycoronavirusesdormitoryepidemiologyinfluenzarespiratory virus transmissionventilation

Identifiers

PMID40604338
PMCPMC12221802

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.