Quantitative aerobiologic analysis of an influenza human challenge-transmission trial.
Paul Jacob Bueno de MesquitaCatherine J NoakesDonald K MiltonPublished in: Indoor air (2020)
Despite evidence that airborne transmission contributes to influenza epidemics, limited knowledge of the infectiousness of human influenza cases hinders pandemic preparedness. We used airborne viral source strength and indoor CO2 monitoring from the largest human influenza challenge-transmission trial (EMIT: Evaluating Modes of Influenza Transmission, ClinicalTrials.gov number NCT01710111) to compute an airborne infectious dose generation rate q = 0.11 (95% CI 0.088, 0.12)/h and calculate the quantity of airborne virus per infectious dose σ = 1.4E + 5 RNA copies/quantum (95% CI 9.9E + 4, 1.8E + 5). We then compared these calculated values to available data on influenza airborne infectious dose from several previous studies, and applied the values to dormitory room environments to predict probability of transmission between roommates. Transmission risk from typical, moderately to severely symptomatic influenza cases is dramatically decreased by exposure reduction via increasing indoor air ventilation. The minority of cases who shed the most virus (ie, supershedders) may pose great risk even in well-ventilated spaces. Our modeling method and estimated infectiousness provide a ground work for (a) epidemiologic studies of transmission in non-experimental settings and (b) evaluation of the extent to which airborne exposure control strategies could limit transmission risk.
Keyphrases
- particulate matter
- endothelial cells
- air pollution
- healthcare
- study protocol
- sars cov
- public health
- induced pluripotent stem cells
- intensive care unit
- machine learning
- coronavirus disease
- high resolution
- randomized controlled trial
- big data
- mass spectrometry
- risk assessment
- electronic health record
- health risk
- artificial intelligence
- drinking water
- phase ii
- quantum dots
- open label
- deep learning
- data analysis
- infectious diseases
- nucleic acid