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Updated: May 5, 2026

Safety Precautions and Operating Procedures in an ABSL-4 Laboratory: 3. Aerobiology
Published on: October 3, 2016
Containing the accidental laboratory escape of potential pandemic influenza viruses
Stefano Merler1, Marco Ajelli, Laura Fumanelli
1Laboratory for the Modeling of Biological and Socio-technical Systems, Northeastern University, Boston 02115, MA, USA. a.vespignani@neu.edu.
Background:
The recent work on the modified H5N1 has stirred an intense debate on the risk associated with the accidental release from biosafety laboratory of potential pandemic pathogens. Here, we assess the risk that the accidental escape of a novel transmissible influenza strain would not be contained in the local community.
Methods:
We develop here a detailed agent-based model that specifically considers laboratory workers and their contacts in microsimulations of the epidemic onset. We consider the following non-pharmaceutical interventions: isolation of the laboratory, laboratory workers' household quarantine, contact tracing of cases and subsequent household quarantine of identified secondary cases, and school and workplace closure both preventive and reactive.
Results:
Model simulations suggest that there is a non-negligible probability (5% to 15%), strongly dependent on reproduction number and probability of developing clinical symptoms, that the escape event is not detected at all. We find that the containment depends on the timely implementation of non-pharmaceutical interventions and contact tracing and it may be effective (>90% probability per event) only for pathogens with moderate transmissibility (reproductive number no larger than R₀ = 1.5). Containment depends on population density and structure as well, with a probability of giving rise to a global event that is three to five times lower in rural areas.
Conclusions:
Results suggest that controllability of escape events is not guaranteed and, given the rapid increase of biosafety laboratories worldwide, this poses a serious threat to human health. Our findings may be relevant to policy makers when designing adequate preparedness plans and may have important implications for determining the location of new biosafety laboratories worldwide.
Insights
Accidental release of pandemic pathogens from biosafety labs poses a serious threat. Containment of novel influenza strains is uncertain and depends on rapid interventions and pathogen transmissibility.
Area of Science:
- Epidemiology
- Public Health
- Biosafety
Background:
- Modified H5N1 research sparks debate on pandemic pathogen release risks.
- Assessing the risk of novel transmissible influenza strain escape from biosafety laboratories.
Purpose of the Study:
- To evaluate the potential for containment of an accidental influenza strain release from a biosafety laboratory.
- To analyze the effectiveness of non-pharmaceutical interventions in controlling an epidemic onset.
Main Methods:
- Developed a detailed agent-based model simulating epidemic onset.
- Incorporated laboratory workers, their contacts, and various non-pharmaceutical interventions (NPIs).
- Simulated interventions included isolation, quarantine, contact tracing, and closures.
Main Results:
- A 5-15% probability of undetected escape events, dependent on transmissibility and symptoms.
- Containment (>90% probability) is effective only for pathogens with R₀ ≤ 1.5.
- Rural areas show 3-5 times lower risk of global spread compared to urban settings.
Conclusions:
- Controllability of biosafety lab escape events is not guaranteed.
- The increasing number of biosafety labs worldwide presents a significant public health threat.
- Findings inform policy for preparedness plans and laboratory siting.
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