Wastewater-based
epidemiology using viral nucleic acids to predict
community viral outbreaks has many challenges, including differences
in viral shedding of infected individuals and interference from the
wastewater matrix. In this study, we demonstrate that monitoring pharmaceutical
residues in untreated sewage provides complementary information that
correlates with future occurrences of viral outbreaks. We monitored
63 pharmaceutically active compounds, including antivirals used to
treat COVID-19 and influenza and over-the-counter drugs commonly used
to relieve the symptoms of infection. Weekly sampling was conducted
at four municipal sewage treatment plants in Western New York. Residues
of drugs associated with managing COVID-19 symptoms were detected,
including azithromycin (1.99–5.00 μg/L), chloroquine
(0.01–33.00 μg/L), hydroxychloroquine (0.05–30.54
μg/L), and lopinavir (13.75–181.20 μg/L). A significant
correlation (p < 0.001) was observed between the
total COVID-19-related drugs detected and the 5-day rolling averages
of reported cases. Acetaminophen concentrations spiked approximately
2.5 weeks before a spike in SARS-CoV-2 RNA copies in all wastewater
treatment plants sampled. The results suggest over-the-counter analgesic
concentrations, in particular, acetaminophen in raw sewage to be used
to complement viral RNA data as an early warning system for effective
management of viral outbreaks at the community level.