Evidence map›Paper›PMID 39884186›Full record

Observational studyEBioMedicine2025

Interpretation of indoor air surveillance for respiratory infections: a prospective longitudinal observational study in a childcare setting.

Caspar Geenen, Steven Traets, Sarah Gorissen, Michiel Happaerts, Kurt Beuselinck, Lies Laenen, Jens Swinnen, Sien Ombelet, Joren Raymenants, Els Keyaerts and 1 more

Abstract readObservational Study
In one paragraph

Observational study in EBioMedicine, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 7 papers.

0numbers the graph read from it
0cells of the map it votes in
7citing 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

7 citing papers in PubMed.

  1. Article
  2. Article
  3. Review
  4. Article
  5. Shotgun metagenomics on indoor air for surveillance of respiratory, enteric, and skin viruses in a Belgian daycare setting, January to December 2022.Euro surveillance : bulletin Europeen sur les maladies transmissibles = European communicable disease bulletin · 2025
    Article
  6. Article
  7. 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

11 authors.

Caspar GeenenKU Leuven, Dept. of Microbiology, Immunology and Transplantation, Laboratory of Clinical Microbiology, Herestraat 49, Leuven 3000, Belgium. Electronic address: caspar.geenen@kuleuven.be.
Steven TraetsKU Leuven, Dept. of Microbiology, Immunology and Transplantation, Laboratory of Clinical Microbiology, Herestraat 49, Leuven 3000, Belgium.
Sarah GorissenKU Leuven, Dept. of Microbiology, Immunology and Transplantation, Laboratory of Clinical Microbiology, Herestraat 49, Leuven 3000, Belgium.
Michiel HappaertsKU Leuven, Dept. of Microbiology, Immunology and Transplantation, Laboratory of Clinical Microbiology, Herestraat 49, Leuven 3000, Belgium; University Hospitals Leuven, General Internal Medicine, Herestraat 49, Leuven 3000, Belgium.
Kurt BeuselinckUniversity Hospitals Leuven, Department of Laboratory Medicine and National Reference Centre for Respiratory Pathogens, Herestraat 49, Leuven 3000, Belgium.
Lies LaenenKU Leuven, Dept. of Microbiology, Immunology and Transplantation, Laboratory of Clinical Microbiology, Herestraat 49, Leuven 3000, Belgium; University Hospitals Leuven, Department of Laboratory Medicine and National Reference Centre for Respiratory Pathogens, Herestraat 49, Leuven 3000, Belgium.
Jens SwinnenKU Leuven, Dept. of Microbiology, Immunology and Transplantation, Laboratory of Clinical Microbiology, Herestraat 49, Leuven 3000, Belgium.
Sien OmbeletUniversity Hospitals Leuven, Department of Laboratory Medicine and National Reference Centre for Respiratory Pathogens, Herestraat 49, Leuven 3000, Belgium.
Joren RaymenantsKU Leuven, Dept. of Microbiology, Immunology and Transplantation, Laboratory of Clinical Microbiology, Herestraat 49, Leuven 3000, Belgium; University Hospitals Leuven, General Internal Medicine, Herestraat 49, Leuven 3000, Belgium.
Els KeyaertsKU Leuven, Dept. of Microbiology, Immunology and Transplantation, Laboratory of Clinical Microbiology, Herestraat 49, Leuven 3000, Belgium; University Hospitals Leuven, Department of Laboratory Medicine and National Reference Centre for Respiratory Pathogens, Herestraat 49, Leuven 3000, Belgium.
Emmanuel AndréKU Leuven, Dept. of Microbiology, Immunology and Transplantation, Laboratory of Clinical Microbiology, Herestraat 49, Leuven 3000, Belgium; University Hospitals Leuven, Department of Laboratory Medicine and National Reference Centre for Respiratory Pathogens, Herestraat 49, Leuven 3000, Belgium.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

backgroundSampling the air in indoor congregate settings, where respiratory pathogens are ubiquitous, may constitute a valuable yet underutilised data source for community-wide surveillance of respiratory infections. However, there is a lack of research comparing air sampling and individual sampling of attendees. Therefore, it remains unclear how air sampling results should be interpreted for the purpose of surveillance.

methodsIn this prospective observational study, we compared the presence and concentration of several respiratory pathogens in the air with the number of attendees with infections and the pathogen load in their nasal mucus. Weekly for 22 consecutive weeks, we sampled the air in a single childcare setting in Belgium. Concurrently, we collected the paper tissues used to wipe the noses of 23 regular attendees: children aged zero to three and childcare workers. All samples were tested for 29 respiratory pathogens using PCR.

findingsAir sampling sensitively detected most respiratory pathogens found in nasal mucus. Some pathogens (SARS-CoV-2, Pneumocystis jirovecii) were found repeatedly in the air, but rarely in nasal mucus, whilst the opposite was true for others (Human coronavirus NL63). All three pathogens with a clear outbreak pattern (Human coronavirus HKU-1, human parainfluenza virus 3 and 4) were found in the air one week before or concurrent with the first detection in paper tissue samples. The presence and concentration of pathogens in the air was best predicted by the pathogen load of the most infectious case. However, air pathogen concentrations also correlated with the number of attendees with infections. Detection and concentration in the air were associated with CO

interpretationOur results suggest that air sampling could provide sensitive, responsive epidemiological indicators for the surveillance of respiratory pathogens. Using air CO

fundingKU Leuven; DURABLE project, under the EU4Health Programme of the European Commission; Thermo Fisher Scientific.

Indexed as

Air MicrobiologyAir Pollution, IndoorEnvironmental MonitoringRespiratory Tract InfectionsBelgiumChild Day Care CentersChild, PreschoolFemaleHumansInfantInfant, NewbornLongitudinal StudiesMaleProspective StudiesSARS-CoV-2AerosolAir samplingDisease surveillanceIndoor airRespiratory pathogensRespiratory viruses

Identifiers

PMID39884186
PMCPMC11830284

What OpenQuestion holds

Textmetadata
LicenceCC BY-NC-ND
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Registered trials

None linked

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.