Back

Point-of-Care Air Surveillance of Respiratory Pathogens Using the GeneXpert(R) System

Ibrahim, B. A.; Ewers, T.; Emmen, I.; Kester, M.; Ellis, A. L.; Meuler, J.; Duval, O.; Copen, E.; Golzy, M.; Kurtz, C.; Machtinger, A. N.; Crnich, C. J.; O'Connor, D. H.; Johnson, M. C.; O'Connor, S. L.

2026-06-26 epidemiology
10.64898/2026.06.23.26354644 medRxiv
Show abstract

Advances in air-based surveillance of pathogen genetic material are hindered by reliance on centralized, time-consuming molecular techniques. Point-of-care (POC) diagnostic platforms, like the Cepheid(R) GeneXpert(R), offer rapid, simplified testing in clinical settings but have not been evaluated for use with air samples. Here, we paired the ThermoFisherTM AerosolSenseTM air sampler with the Xpert(R) Xpress SARS-CoV-2/Flu/RSV Plus test to evaluate near-real-time air surveillance. To assess analytical sensitivity, we spiked collection substrates with inactivated viruses and performed overnight sampling using the air sampler. As few as 10 copies of influenza A/B (IAV/IBV) and RSV applied to the substrate were detectable by GeneXpert, while SARS-CoV-2 required at least 100 copies for detection. Longitudinal air surveillance was conducted across congregate settings in Columbia, Missouri, and Madison, Wisconsin, in 2024-2025, collecting 281 air samples. SARS-CoV-2 was detected most frequently, followed by IAV. To assess concordance, 191 samples with paired GeneXpert and RT-qPCR results were analyzed across multiple Ct value cutoffs. Agreement between GeneXpert and RT-qPCR for SARS-CoV-2 was fair to moderate (K = 0.306-0.443). Optimal GeneXpert Ct cutoffs for the best balance between sensitivity and specificity, determined using analyses such as Youden's index, were site-specific: 45 for Wisconsin (67% sensitivity, 83% specificity) and 41 for Missouri (76% sensitivity, 62% specificity), reflecting differences in laboratory protocols. For IAV, agreement was moderate (K = 0.56) with GeneXpert Ct cutoff of 40, achieving 85% sensitivity and 81% specificity. Further studies across diverse settings and viral targets are needed to establish GeneXpert's role in routine air surveillance.

Matching journals

The top 10 journals account for 50% of the predicted probability mass.

1
PLOS ONE
5266 papers in training set
Top 13%
15.1%
2
Microbiology Spectrum
469 papers in training set
Top 1%
7.9%
3
Infection Control & Hospital Epidemiology
17 papers in training set
Top 0.1%
5.5%
4
mSphere
302 papers in training set
Top 1%
4.3%
5
European Journal of Clinical Microbiology & Infectious Diseases
15 papers in training set
Top 0.1%
4.1%
6
Scientific Reports
3612 papers in training set
Top 33%
3.3%
7
Journal of Clinical Microbiology
130 papers in training set
Top 0.5%
3.2%
8
Open Forum Infectious Diseases
142 papers in training set
Top 0.9%
3.2%
9
Clinical Infectious Diseases
235 papers in training set
Top 1%
2.5%
10
Influenza and Other Respiratory Viruses
46 papers in training set
Top 0.2%
2.5%
50% of probability mass above
11
American Journal of Epidemiology
67 papers in training set
Top 0.5%
2.4%
12
Nature Communications
5641 papers in training set
Top 40%
2.4%
13
The Journal of Infectious Diseases
202 papers in training set
Top 2%
1.9%
14
Science of The Total Environment
186 papers in training set
Top 2%
1.7%
15
Journal of Infection
78 papers in training set
Top 0.6%
1.7%
16
Journal of Medical Microbiology
25 papers in training set
Top 0.4%
1.5%
17
mSystems
394 papers in training set
Top 5%
1.1%
18
Frontiers in Public Health
148 papers in training set
Top 5%
1.1%
19
Applied and Environmental Microbiology
339 papers in training set
Top 4%
1.1%
20
Respiratory Research
21 papers in training set
Top 0.3%
1.1%
21
Frontiers in Microbiology
427 papers in training set
Top 7%
1.1%
22
Environmental Science & Technology Letters
21 papers in training set
Top 0.2%
1.1%
23
GeoHealth
12 papers in training set
Top 0.2%
1.1%
24
Journal of Hospital Infection
29 papers in training set
Top 0.3%
1.0%
25
Diagnostics
50 papers in training set
Top 2%
1.0%
26
Wellcome Open Research
67 papers in training set
Top 1%
1.0%
27
Viruses
332 papers in training set
Top 4%
0.9%
28
Diagnostic Microbiology and Infectious Disease
22 papers in training set
Top 0.3%
0.9%
29
PLOS Global Public Health
344 papers in training set
Top 8%
0.8%
30
Journal of Medical Virology
140 papers in training set
Top 3%
0.8%