Evaluating survey techniques in wastewater-based epidemiology for accurate COVID-19 incidence estimation

被引:0
|
作者
Murakami, Michio [1 ]
Ando, Hiroki [2 ,3 ]
Yamaguchi, Ryo [4 ]
Kitajima, Masaaki [1 ,2 ,5 ]
机构
[1] Center for Infectious Disease Education and Research, Osaka University, 2-8 Yamadaoka, Osaka, Suita-shi,565-0871, Japan
[2] Division of Environmental Engineering, Faculty of Engineering, Hokkaido University, North 13 West 8, Kita-ku, Hokkaido, Sapporo,060-8628, Japan
[3] Mel and Enid Zuckerman College of Public Health, University of Arizona, Tucson,AZ,85724, United States
[4] Public Health Office, City of Sapporo, West 19, Odori, Chuo-ku, Hokkaido, Sapporo,060-0042, Japan
[5] Research Center for Water Environment Technology, School of Engineering, The University of Tokyo, 2-11-16 Yayoi, Tokyo, Bunkyo-ku,113-0032, Japan
基金
日本科学技术振兴机构;
关键词
Analytical sensitivity - Coronaviruses - High quality - Representative values - Sampling frequencies - Severe acute respiratory syndrome coronavirus - Survey methods - Survey techniques - Wastewater surveillance - Wastewater-based epidemiological monitoring;
D O I
10.1016/j.scitotenv.2024.176702
中图分类号
学科分类号
摘要
Wastewater-based epidemiology (WBE) requires high-quality survey methods to determine the incidence of infections in wastewater catchment areas. In this study, the wastewater survey methods necessary for comprehending the incidence of infection by WBE are clarified. This clarification is based on the correlation with the number of confirmed coronavirus disease 2019 (COVID-19) cases, considering factors such as handling non-detect data, calculation method for representative values, analytical sensitivity, analytical reproducibility, sampling frequency, and survey duration. Data collected from 15 samples per week for two and a half years using a highly accurate analysis method were regarded as gold standard data, and the correlation between severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2) RNA concentrations in wastewater and confirmed COVID-19 cases was analyzed by Monte Carlo simulation under the hypothetical situation where the quality of the wastewater survey method was reduced. Regarding data handling, it was appropriate to replace non-detect data with estimates based on distribution, and to use geometric means to calculate representative values. For the analysis of SARS-CoV-2 RNA in samples, using a highly sensitive and reproducible method (non-detect rates of © 2024 The Authors
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