Viral adsorption to Moore swabs in passive wastewater sampling

Rao, G.; Purvis, T.; Cha, G.; Dalton, J.; Fisher, M.; Graham, K. E.; Konstantinidis, K. T.; Linden, Y.; Bivins, A.; Brinton, M. A.; Stauber, C.; Brown, J.

doi:10.1101/2025.05.30.656954

bioRxiv · 10.1101/2025.05.30.656954

Viral adsorption to Moore swabs in passive wastewater sampling

Rao, G.·Purvis, T.·Cha, G.·Dalton, J.·Fisher, M.·Graham, K. E.·Konstantinidis, K. T.·Linden, Y.·Bivins, A.·Brinton, M. A.·Stauber, C.·Brown, J.

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Abstract

Moore swabs have been used extensively for passive sampling in wastewater surveillance, typically yielding presence/absence information for targets of interest. Quantitative analysis of Moore swab data is only possible if target uptake is well characterized, specifically the relationship between quantity of the target in the liquid sample matrix and the quantity of target sorbing to the Moore swab as a function of time. The mechanism of Moore swab absorption remains unclear and is important to understand toward using them more quantitatively. We conducted viral adsorption and desorption experiments using nonpathogenic SARS-CoV-2 surrogates: {Phi}6, MHV, and BCoV as well as heat-inactivated Zika virus (ZIKV). We fit empirical adsorption data from batch experiments to Langmuir, Freundlich and Redlich-Peterson isotherm models. We observed the adsorption behavior of viral targets onto Moore swabs is best characterized by the Redlich-Peterson isotherm model. Moore swabs retained the highest viral RNA concentrations after exposure durations between 9-12 hours in the presence of target microbes during kinetic viral adsorption experiments. The results inform current and future use of Moore swabs to produce quantitative data during wastewater surveillance, especially in settings where composite sampling remains infeasible. ImportanceThis paper describes the adsorption behavior of viruses and bacteriophages to Moore swabs. Passive sampling via Moore swabs is among the most scalable form of passive wastewater sampling, considered critical to advance wastewater surveillance globally. But key unknowns constrain the utility of Moore swabs and all passive sampling approaches, including the quantitative relationship between targets in wastewater and recovery via Moore swabs. Practical questions such as how long they should be deployed and whether they can be interpreted quantitatively really depend on a characterization of viral target loading behaviors on Moore swab material as a function of time and concentration in the wastewater. Here, we use an approach that is seldom applied to microbial targets to examine adsorption behavior of viruses to Moore swabs, deriving isotherms that describe the relationships between concentration of the viral targets in wastewater and time on attachment to swab material. This is a critical step in advancing the application of Moore swab passive sampling for wastewater surveillance, with potential relevance to other microbial targets of interest.

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Rao, G., Purvis, T., Cha, G., Dalton, J., Fisher, M., Graham, K. E., Konstantinidis, K. T., Linden, Y., Bivins, A., Brinton, M. A., Stauber, C., Brown, J.. 2025-06-02. Viral adsorption to Moore swabs in passive wastewater sampling. https://doi.org/10.1101/2025.05.30.656954

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