Insights from wastewater surveillance into testing-related underreporting and hospital-acquired SARS-CoV-2 infections

Wastewater surveillance for monitoring infections faces challenges due to discrepancies with sentinel-confirmed cases. This study aimed to clarify how SARS-CoV-2 RNA concentrations in wastewater can reflect COVID-19 dynamics within a hospital. We first examined whether testing rates were associated with the discrepancy between RNA concentrations in City of Sapporo wastewater treatment plants and the infection cases at Hokkaido University Hospital over approximately four years. Then, we analyzed associations between wastewater RNA concentrations and incidences of new cases among hospital-acquired infections. Linear regression was performed using RNA concentrations as the main explanatory variables, with air temperature and variant strain types included as covariates; infected cases with and without correction for testing rates were deemed the outcome. Poisson regression was also conducted, with new hospital-acquired cases as another outcome. After COVID-19 was legally reclassified in Japan to the same category as seasonal influenza, hospital testing rates declined significantly, even though wastewater RNA remained high. Corrected community-acquired infection cases showed higher R<sup>2</sup> values (0.80 [95% confidence interval: 0.77-0.84]) than non-correction (0.73 [0.65-0.80]). Hospital-acquired infection incidence was positively associated with RNA concentrations from one week prior (incidence risk rate: 2.45 [1.37-4.40]), and a log<sub>10</sub> RNA concentration [copies/L] of 4.51 (4.03-4.99) corresponded to a 25% probability of new incidence. These findings emphasized that SARS-CoV-2 wastewater surveillance provides an objective and useful indicator of COVID-19 dynamics in a hospital independent of testing rates.

Authors

Institutions

Publication Details

Journal
Environment International
Published
2025-12-25
DOI
https://doi.org/10.1016/j.envint.2025.110028
Primary Topic
SARS-CoV-2 detection and testing
Type
article
Field-Weighted Citation Impact
0.00
Controls
|||
ALL TIME
JAN
FEB
MAR
APR
MAY
JUN
JUL
AUG
SEP
OCT
article

Insights from wastewater surveillance into testing-related underreporting and hospital-acquired SARS-CoV-2 infections

Keisuke Kagami, Keisuke Taki, Reiko Oyamada, Michio Murakami et al.
Environment International
SARS-CoV-2 detection and testing
article

Insights from wastewater surveillance into testing-related underreporting and hospital-acquired SARS-CoV-2 infections

Keisuke Kagami, Keisuke Taki, Reiko Oyamada, Michio Murakami, Nobuhisa ISHIGURO, M. Kitajima, Tatsuya Fukumoto, Miyako ISHIDA, Takahiro Hayashi, Yusuke Niinuma, Tomoyuki Endo, Toshihiro Hamada, Hiroki Ando, Sho Nakakubo
article en

Abstract

Wastewater surveillance for monitoring infections faces challenges due to discrepancies with sentinel-confirmed cases. This study aimed to clarify how SARS-CoV-2 RNA concentrations in wastewater can reflect COVID-19 dynamics within a hospital. We first examined whether testing rates were associated with the discrepancy between RNA concentrations in City of Sapporo wastewater treatment plants and the infection cases at Hokkaido University Hospital over approximately four years. Then, we analyzed associations between wastewater RNA concentrations and incidences of new cases among hospital-acquired infections. Linear regression was performed using RNA concentrations as the main explanatory variables, with air temperature and variant strain types included as covariates; infected cases with and without correction for testing rates were deemed the outcome. Poisson regression was also conducted, with new hospital-acquired cases as another outcome. After COVID-19 was legally reclassified in Japan to the same category as seasonal influenza, hospital testing rates declined significantly, even though wastewater RNA remained high. Corrected community-acquired infection cases showed higher R<sup>2</sup> values (0.80 [95% confidence interval: 0.77-0.84]) than non-correction (0.73 [0.65-0.80]). Hospital-acquired infection incidence was positively associated with RNA concentrations from one week prior (incidence risk rate: 2.45 [1.37-4.40]), and a log<sub>10</sub> RNA concentration [copies/L] of 4.51 (4.03-4.99) corresponded to a 25% probability of new incidence. These findings emphasized that SARS-CoV-2 wastewater surveillance provides an objective and useful indicator of COVID-19 dynamics in a hospital independent of testing rates.

Environment InternationalVol. 207
Osaka Gakuin University (JP), Sapporo City University (JP), University of Arizona (US), Hokkaido University Hospital (JP), The University of Osaka (JP)
Clean water and sanitation
Openalex Percentile: Top 31%
SARS-CoV-2 detection and testing
AI Navigator

Ask Laika to Summarize, Analyze, and Connect papers live on the map.

Summarize Papers & Methodologies

Extract key findings, datasets, and comparative methods across publications.

Benchmark Rankings & Visual Analytics

Rank top research institutions, authors, funders, topics, and journals by Field-Weighted Citation Impact (FWCI) and paper volume with instant charts.

Connect Distant Disciplines

Bridge topological clusters on the map to find hidden collaborative intersections.