Wastewater early warning system for SARS-CoV-2 outbreaks and variants in a Coruna, Spain

被引:7
作者
Trigo-Tasende, Noelia [1 ]
Vallejo, Juan A. [1 ]
Rumbo-Feal, Soraya [1 ]
Conde-Perez, Kelly [1 ]
Vaamonde, Manuel [2 ]
Lopez-Oriona, Angel [2 ]
Barbeito, Ines [2 ]
Nasser-Ali, Mohammed [1 ]
Reif, Ruben [3 ]
Rodino-Janeiro, Bruno K. [4 ,5 ]
Fernandez-Alvarez, Elisa [6 ]
Iglesias-Corras, Iago [6 ]
Freire, Borja [6 ]
Tarrio-Saavedra, Javier [2 ]
Tomas, Laura [7 ,8 ]
Gallego-Garcia, Pilar [7 ,8 ]
Posada, David [7 ,8 ,9 ]
Bou, German [1 ]
Lopez-de-Ullibarri, Ignacio [2 ]
Cao, Ricardo [2 ]
Ladra, Susana
Poza, Margarita [1 ]
机构
[1] Univ A Coruna UDC, Microbiome & Hlth Grp MeiGAbiome,Inst Biomed Res, Spanish Network Infect Dis CIBERINFEC ISCIII, Univ Hosp A Coruna CHUAC,Interdisciplinary Ctr Ch, Campus Zapateira, La Coruna 15008, Spain
[2] Univ A Coruna UDC, Res Grp MODES, Res Ctr Informat & Commun Technol CITIC, Campus Elvina, La Coruna 15071, Spain
[3] Univ Santiago De Compostela USC, Ctr Res Biol Chem & Mol Mat CiQUS, Santiago De Compostela 15782, Spain
[4] Univ Santiago De Compostela USC, BFlow, Campus Vida, Santiago De Compostela 15706, Spain
[5] Hlth Res Inst Santiago Compostela IDIS, Campus Vida, Santiago De Compostela 15706, Spain
[6] Univ A Coruna UDC, Res Ctr Informat & Commun Technol CITIC, Database Lab, Campus Elvina, La Coruna 15071, Spain
[7] Univ Vigo, CINBIO, Vigo 36310, Spain
[8] SERGAS UVIGO, Galicia Hlth Res Inst IIS Galicia, Vigo 36312, Spain
[9] Univ Vigo, Dept Biochem Genet & Immunol, Vigo 36310, Spain
基金
欧盟地平线“2020”;
关键词
SARS-CoV-2; Statistical model; Wastewater-based epidemiology; Early-warning system; Viral load; COVID-19; REGRESSION; INFECTION;
D O I
10.1007/s11356-023-27877-3
中图分类号
X [环境科学、安全科学];
学科分类号
08 ; 0830 ;
摘要
Wastewater-based epidemiology has been widely used as a cost-effective method for tracking the COVID-19 pandemic at the community level. Here we describe COVIDBENS, a wastewater surveillance program running from June 2020 to March 2022 in the wastewater treatment plant of Bens in A Coruna (Spain). The main goal of this work was to provide an effective early warning tool based in wastewater epidemiology to help in decision-making at both the social and public health levels. RT-qPCR procedures and Illumina sequencing were used to weekly monitor the viral load and to detect SARS-CoV-2 mutations in wastewater, respectively. In addition, own statistical models were applied to estimate the real number of infected people and the frequency of each emerging variant circulating in the community, which considerable improved the surveillance strategy. Our analysis detected 6 viral load waves in A Coruna with concentrations between 10(3) and 10(6) SARS-CoV-2 RNA copies/L. Our system was able to anticipate community outbreaks during the pandemic with 8-36 days in advance with respect to clinical reports and, to detect the emergence of new SARS-CoV-2 variants in A Coruna such as Alpha (B.1.1.7), Delta (B.1.617.2), and Omicron (B.1.1.529 and BA.2) in wastewater with 42, 30, and 27 days, respectively, before the health system did. Data generated here helped local authorities and health managers to give a faster and more efficient response to the pandemic situation, and also allowed important industrial companies to adapt their production to each situation. The wastewater-based epidemiology program developed in our metropolitan area of A Coruna (Spain) during the SARS-CoV-2 pandemic served as a powerful early warning system combining statistical models with mutations and viral load monitoring in wastewater over time.
引用
收藏
页码:79315 / 79334
页数:20
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