# P-585. Comparison of Air Sampling in the Emergency Department Waiting Room and Clinical Testing for COVID-19, Influenza, and RSV

**Authors:** Meggie Griffin, Helena Ikenberry, Amy Ellis, Ari Machtinger, David O’Connor, Shelby O’Connor, Michael Pulia

PMC · DOI: 10.1093/ofid/ofaf695.799 · 2026-01-11

## TL;DR

This study shows that air sampling in emergency department waiting rooms can detect respiratory viruses and correlate with patient test results, offering a new way to monitor outbreaks.

## Contribution

The study demonstrates that air sampling in ED waiting rooms is a viable method for tracking respiratory virus activity and predicting clinical caseloads.

## Key findings

- Air sampling detected higher median positive cases for influenza A (8 vs. 0) when compared to negative samples.
- Respiratory virus detection in air samples correlated with higher clinical test positivity for ED patients with ARTIs.
- The method showed significant differences in median cases for all three viruses (COVID-19, influenza A, RSV).

## Abstract

Air sampling provides a novel approach for respiratory virus surveillance in the community including early detection of outbreaks and emergent pathogens. The emergency department (ED) is a unique environment where individuals with acute respiratory tract infections (ARTIs) receive treatment and potentially transmit viral illness to other patients waiting for care. Our objective was to evaluate the association between air sampling pathogen detection and the number of patients that tested positive for respiratory viruses in the ED.Table 1.Median cases per time period by Cepheid GeneXpert air pathogen detectionFigure 1.Number of influenza A cases for time periods (1-60) from October 24, 2024 – March 21, 2025 and air sampling pathogen detection by the Cepheid GeneXpert assay.All time periods were 2-3 days except for time periods (1, 22, 25, 32, 34) that were 4-5 days.

Median cases per time period by Cepheid GeneXpert air pathogen detection

Number of influenza A cases for time periods (1-60) from October 24, 2024 – March 21, 2025 and air sampling pathogen detection by the Cepheid GeneXpert assay.

All time periods were 2-3 days except for time periods (1, 22, 25, 32, 34) that were 4-5 days.

We conducted surveillance of in-air pathogens in the ED waiting room at a Midwest quaternary care center from October 24, 2024 – March 21, 2025. The air sampler ran continuously, and cartridges were replaced approximately every 2-3 days for a total of 60 time periods across the study. Cepheid GeneXpert assays for COVID-19, influenza A, and respiratory syncytial virus (RSV) were run on each cartridge. For each time period the air sampler was running, we extracted respiratory viral testing results for ED patients with ARTIs from the electronic health record and found the number of positive cases for each pathogen. We grouped the time periods by air sampling result (positive, negative) and calculated the median number of cases per time period in each group. We used Wilcoxon rank sum tests to assess the difference in the distributions and median number of positive cases by group with a significance level of 0.05.Figure 2.Number of COVID-19 cases for time periods (1-60) from October 24, 2024 – March 21, 2025 and air sampling pathogen detection by the Cepheid GeneXpert assay.All time periods were 2-3 days except for time periods (1, 22, 25, 32, 34) that were 4-5 days.Figure 3.Number of respiratory syncytial virus (RSV) cases for time periods (1-60) from October 24, 2024 – March 21, 2025 and air sampling pathogen detection by the Cepheid GeneXpert assay.All time periods were 2-3 days except for time periods (1, 22, 25, 32, 34) that were 4-5 days.

Number of COVID-19 cases for time periods (1-60) from October 24, 2024 – March 21, 2025 and air sampling pathogen detection by the Cepheid GeneXpert assay.

All time periods were 2-3 days except for time periods (1, 22, 25, 32, 34) that were 4-5 days.

Number of respiratory syncytial virus (RSV) cases for time periods (1-60) from October 24, 2024 – March 21, 2025 and air sampling pathogen detection by the Cepheid GeneXpert assay.

All time periods were 2-3 days except for time periods (1, 22, 25, 32, 34) that were 4-5 days.

We identified 408 COVID-19 cases, 413 influenza A cases, and 375 RSV cases. The number of cases by time period and the corresponding air sampling result are displayed for each pathogen in Figures 1 – 3. The median number of positive cases by positive vs. negative air sample results for COVID-19 (6 vs. 3 cases), influenza A (8 vs. 0 cases), and RSV (9 vs. 3 cases) were all significantly different (Table 1).

Respiratory virus detection in ED waiting room air samples was associated with higher median positive tests for respiratory viruses in ED patients with ARTIs, demonstrating that air sampling surveillance correlated well with clinical caseload. Future work will compare ED air sampling surveillance with other community sites.

All Authors: No reported disclosures

## Linked entities

- **Diseases:** COVID-19 (MONDO:0100096)

## Figures

4 figures with captions in the complete paper: https://tomesphere.com/paper/PMC12792805/full.md

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Source: https://tomesphere.com/paper/PMC12792805