image: Conceptual illustration of the proposed Far-UVC infection-control framework. Without UV irradiation, viable pathogens remain abundant and infection can spread through the host population. Under 222-nm Far-UVC irradiation, pathogen levels are reduced, lowering cumulative exposure (Λ) and shifting the system toward a controlled, higher-survival state. The schematic also illustrates the study’s theoretical framework in which Far-UVC-enhanced pathogen removal may reduce the reproducion number (R₀).
Credit: Takahiro Matsumoto
Hospitals, schools, transportation hubs and workplaces need infection-control tools that can operate continuously in occupied spaces. Far-UVC light, particularly around 222 nm, is attracting attention as one option, but a key question remains: how much irradiation is actually needed?
A research team led by Professor Takahiro Matsumoto at Nagoya City University developed a controlled zebrafish–Yersinia ruckeri model to examine how pathogen levels, exposure time and Far-UVC irradiation shape infection outcomes. The experiments showed a sharp transition in host survival around a critical pathogen level. As Far-UVC reduced viable bacteria, the system shifted toward a higher-survival state.
“Our goal was not simply to ask how strongly we can disinfect,” said Matsumoto. “We wanted a quantitative way to determine how much intervention is actually needed to keep infection risk under control.”
The team’s mathematical model showed that infection outcomes depend not on pathogen concentration alone, but on both pathogen level and exposure duration. This cumulative exposure parameter (Λ in the IMAGE) predicted the final survival state and shared the same exponential form as the “infectious quanta” concept used in the Wells–Riley model of airborne transmission.
The finding points to a shift from stronger disinfection to smarter control. Rather than simply maximizing UV intensity, future systems could aim to keep total pathogen exposure below a critical level. In hospitals, schools, offices and transportation hubs, such a framework could eventually support dynamic Far-UVC systems that adjust irradiation according to occupancy, ventilation and environmental pathogen burden, while operating within established human-exposure limits.
This approach may also offer an additional advantage. Far-UVC irradiation can, under some conditions, induce secondary photochemical reactions in indoor air, including the formation of ozone and other byproducts. By delivering only the irradiation needed to keep pathogen exposure below a critical level, future systems may achieve effective pathogen control while reducing unnecessary UV energy use and secondary photochemical effects.
“The long-term goal is to develop infection-control systems that adapt to changing environmental conditions and deliver Far-UVC where and when it is needed,” Matsumoto said. “By quantitatively linking pathogen levels, exposure time and irradiation, we hope to provide a scientific basis for more precise infection-control strategies and future pandemic preparedness.”
The zebrafish model also provides a practical step before more complex mammalian studies. The authors caution that aquatic infection is not the same as human airborne transmission, and further validation in aerosol-based mammalian models and real indoor environments will be needed.
By linking living-system experiments with a quantitative exposure framework, the study offers a possible roadmap toward smarter, more efficient Far-UVC infection control for crowded indoor spaces, while remaining within established human-exposure guidelines.
Method of Research
Experimental study
Subject of Research
Not applicable
Article Title
Deterministic modeling of infection dynamics under Far-UVC irradiation: a cumulative-exposure framework and its mathematical relation to infectious quanta
Article Publication Date
13-Sep-2026
COI Statement
The authors declare that they have no known competing financial interests or personal relationships that could have appeared to influence the work reported in this paper.