학술논문
Safer at school early alert: an observational study of wastewater and surface monitoring to detect COVID-19 in elementary schools
Document Type
article
Author
Fielding-Miller, Rebecca; Karthikeyan, Smruthi; Gaines, Tommi; Garfein, Richard S; Salido, Rodolfo A; Cantu, Victor J; Kohn, Laura; Martin, Natasha K; Wynn, Adriane; Wijaya, Carrissa; Flores, Marlene; Omaleki, Vinton; Majnoonian, Araz; Gonzalez-Zuniga, Patricia; Nguyen, Megan; Vo, Anh V; Le, Tina; Duong, Dawn; Hassani, Ashkan; Tweeten, Samantha; Jepsen, Kristen; Henson, Benjamin; Hakim, Abbas; Birmingham, Amanda; De Hoff, Peter; Mark, Adam M; Nasamran, Chanond A; Rosenthal, Sara Brin; Moshiri, Niema; Fisch, Kathleen M; Humphrey, Greg; Farmer, Sawyer; Tubb, Helena M; Valles, Tommy; Morris, Justin; Kang, Jaeyoung; Khaleghi, Behnam; Young, Colin; Akel, Ameen D; Eilert, Sean; Eno, Justin; Curewitz, Ken; Laurent, Louise C; Rosing, Tajana; Knight, Rob; SEARCH; Baer, Nathan A; Barber, Tom; Castro-Martinez, Anelizze; Chacón, Marisol; Cheung, Willi; Crescini, Evelyn S; Eisner, Emily R; Vargas, Lizbeth Franco; Hobbs, Charlotte; Lastrella, Alma L; Lawrence, Elijah S; Matteson, Nathaniel L; Gangavarapu, Karthik; Ngo, Toan T; Seaver, Phoebe; Smoot, Elizabeth W; Tsai, Rebecca; Xia, Bing; Aigner, Stefan; Anderson, Catelyn; Belda-Ferre, Pedro; Sathe, Shashank; Zeller, Mark; Andersen, Kristian G; Yeo, Gene W; Kurzban, Ezra
Source
Subject
Language
Abstract
BackgroundSchools are high-risk settings for SARS-CoV-2 transmission, but necessary for children's educational and social-emotional wellbeing. Previous research suggests that wastewater monitoring can detect SARS-CoV-2 infections in controlled residential settings with high levels of accuracy. However, its effective accuracy, cost, and feasibility in non-residential community settings is unknown.MethodsThe objective of this study was to determine the effectiveness and accuracy of community-based passive wastewater and surface (environmental) surveillance to detect SARS-CoV-2 infection in neighborhood schools compared to weekly diagnostic (PCR) testing. We implemented an environmental surveillance system in nine elementary schools with 1700 regularly present staff and students in southern California. The system was validated from November 2020 to March 2021.FindingsIn 447 data collection days across the nine sites 89 individuals tested positive for COVID-19, and SARS-CoV-2 was detected in 374 surface samples and 133 wastewater samples. Ninety-three percent of identified cases were associated with an environmental sample (95% CI: 88%-98%); 67% were associated with a positive wastewater sample (95% CI: 57%-77%), and 40% were associated with a positive surface sample (95% CI: 29%-52%). The techniques we utilized allowed for near-complete genomic sequencing of wastewater and surface samples.InterpretationPassive environmental surveillance can detect the presence of COVID-19 cases in non-residential community school settings with a high degree of accuracy.FundingCounty of San Diego, Health and Human Services Agency, National Institutes of Health, National Science Foundation, Centers for Disease Control.