Wastewater-Based Genomic Surveillance of SARS-CoV-2 Antiviral Resistance Determinants in Ontario: Towards a Scalable Framework for Population-Level Antiviral Resistance Monitoring
Background: Wastewater surveillance has emerged as an effective tool for population-level pathogen monitoring. Its application to mutations associated with resistance to antivirals remains comparatively underdeveloped. We assessed the wastewater epidemiology framework using SARS-CoV-2 as a model pathogen to evaluate spatial, temporal, and therapeutic class-specific resistance dynamics. Methods: We analyzed about 10,000 SARS-CoV-2-positive wastewater samples from six Ontario public health regions collected between October 2021 and July 2024. Fifty-five mutations were screened, comprising therapeutic resistance-associated mutations and a biologically distinct group of immune-evasion mutations. Mutations detected in ≥10 samples at ≥1% frequency were retained for spatiotemporal analysis using LOESS smoothing and Kruskal–Wallis testing. Results: Twelve mutations met the inclusion thresholds. S:E340D, associated with reduced susceptibility to sotrovimab was geographically widespread but transient and low-frequency. Five remdesivir-associated polymerase mutations were sporadic with sharp localized peaks, including two mutations exceeding 99% frequency in isolated catchments. Three nirmatrelvir-associated protease mutations were detected, with ORF1a:Q3452K showing significant regional variation. FLiRT and FLuQE immune-evasion mutations were most persistent and abundant. LOESS smoothing showed distinct temporal patterns among mutations, while Kruskal–Wallis testing identified significant regional variation for ORF1a:Q3452K and the three immune-evasion mutations. Conclusions: These findings demonstrate that wastewater surveillance enables population-scale monitoring of antiviral resistance and immune escape-associated mutations and offers a scalable model for broader surveillance.
Authors
- Alyssa K. Overton (ORCID: https://orcid.org/0000-0001-7134-3551)
- Valeria R. Parreira (ORCID: https://orcid.org/0000-0002-7073-1955)
- Lawrence Goodridge (ORCID: https://orcid.org/0009-0008-9965-3509)
- Jennifer J. Knapp (ORCID: https://orcid.org/0000-0003-3347-4686)
- Opeyemi U. Lawal (ORCID: https://orcid.org/0000-0003-2352-2832)
- Fozia Raza (ORCID: https://orcid.org/0000-0002-3049-7009)
- Linkang Zhang
- Eric J. Arts (ORCID: https://orcid.org/0000-0002-4880-7968)
- Trevor C. Charles (ORCID: https://orcid.org/0000-0002-0344-5932)
- Richard M. Gibson (ORCID: https://orcid.org/0000-0002-9569-2366)
- Melinda Precious
Institutions
- Western University (CA)
- University of Waterloo (CA)
- University of Windsor (CA)
- University of Guelph (CA)
Publication Details
- Journal
- Viruses
- Published
- 2026-08-21
- DOI
- https://doi.org/10.3390/v18080923
- Primary Topic
- SARS-CoV-2 detection and testing
- Type
- article
- Field-Weighted Citation Impact
- 0.00