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
相关论文
共 50 条
  • [31] Wastewater is a robust proxy for monitoring circulating SARS-CoV-2 variants
    Amman, Fabian
    Bergthaler, Andreas
    NATURE BIOTECHNOLOGY, 2022, 40 (12) : 1768 - 1769
  • [32] Detection of SARS-CoV-2 and Variants in Hospital Wastewater in a Developing Country
    Tiacharoen, Vichapon
    Denpetkul, Thammanitchpol
    Kosoltanapiwat, Nathamon
    Maneekan, Pannamas
    Thippornchai, Narin
    Saeoueng, Anon
    Jittmittraphap, Akanitt
    Sattabongkot, Jetsumon
    Leaungwutiwong, Pornsawan
    WATER, 2022, 14 (23)
  • [33] DETECTION OF SARS-COV-2 VARIANTS IN HOSPITAL WASTEWATER IN PERU, 2022
    Marcos-Carbajal, Pool
    Yareta-Yareta, Jose
    Otiniano-Trujillo, Miguel
    Galarza-Perez, Marco
    Espinoza-Culupu, Abraham
    Ramirez-Melgar, Jorge L.
    Chambi-Quispe, Mario
    Luque-Chipana, Nestor Alejandro
    Ajalcrina, Rosmery Gutierrez
    Cruz, Victor Sucner
    Chegne, Segundo Nicolas Lopez
    Ruiz, Diana Santillan
    Chavez, Luis Felipe Segura
    Garay, Cinthia Esther Sias
    Granara, Alberto Salazar
    Cisneros, Pablo Tsukayama
    Paniagua, Silvana Teresa Tapia
    Gonzalez-Domenech, Carmen Maria
    REVISTA PERUANA DE MEDICINA EXPERIMENTAL Y SALUD PUBLICA, 2024, 41 (02): : 140 - 145
  • [34] Surveillance for SARS-CoV-2 and its variants in wastewater of tertiary care hospitals correlates with increasing case burden and outbreaks
    Acosta, Nicole
    Bautista, Maria A.
    Waddell, Barbara J.
    Du, Kristine
    McCalder, Janine
    Pradhan, Puja
    Sedaghat, Navid
    Papparis, Chloe
    Beaudet, Alexander Buchner
    Chen, Jianwei
    Van Doorn, Jennifer
    Xiang, Kevin
    Chan, Leslie
    Vivas, Laura
    Low, Kashtin
    Lu, Xuewen
    Lee, Jangwoo
    Westlund, Paul
    Chekouo, Thierry
    Dai, Xiaotian
    Cabaj, Jason
    Bhatnagar, Srijak
    Ruecker, Norma
    Achari, Gopal
    Clark, Rhonda G.
    Pearce, Craig
    Harrison, Joe J.
    Meddings, Jon
    Leal, Jenine
    Ellison, Jennifer
    Missaghi, Bayan
    Kanji, Jamil N.
    Larios, Oscar
    Rennert-May, Elissa
    Kim, Joseph
    Hrudey, Steve E.
    Lee, Bonita E.
    Pang, Xiaoli
    Frankowski, Kevin
    Conly, John
    Hubert, Casey R. J.
    Parkins, Michael D.
    JOURNAL OF MEDICAL VIROLOGY, 2023, 95 (02)
  • [35] Phylogenomic early warning signals for SARS-CoV-2 epidemic waves
    Drake, Kieran O.
    Boyd, Olivia
    Franceschi, Vinicius B.
    Colquhoun, Rachel M.
    Ellaby, Nicholas A. F.
    Volz, Erik M.
    EBIOMEDICINE, 2024, 100
  • [36] Impact of SARS-CoV-2 Omicron on rapid antigen testing developed for early pandemic SARS-CoV-2 variants
    Leuzinger, K.
    Roloff, T.
    Egli, A.
    Hirsch, H. H.
    SWISS MEDICAL WEEKLY, 2022, 152 : 31S - 31S
  • [37] Comparative epidemiology of outbreaks caused by SARS-CoV-2 Delta and Omicron variants in China
    Peng, Liping
    Huang, Xiaotong
    Wang, Can
    Xin, Hualei
    Cowling, Benjamin J.
    Wu, Peng
    Tsang, Tim K.
    EPIDEMIOLOGY & INFECTION, 2024, 152
  • [38] SARS-CoV-2 Variants and Vaccines
    Krause, Philip R.
    Fleming, Thomas R.
    Longini, Ira M.
    Peto, Richard
    Briand, Sylvie
    Heymann, David L.
    Beral, Valerie
    Snape, Matthew D.
    Rees, Helen
    Ropero, Alba-Maria
    Balicer, Ran D.
    Cramer, Jakob P.
    Munoz-Fontela, Cesar
    Gruber, Marion
    Gaspar, Rogerio
    Singh, Jerome A.
    Subbarao, Kanta
    Van Kerkhove, Maria D.
    Swaminathan, Soumya
    Ryan, Michael J.
    Henao-Restrepo, Ana-Maria
    NEW ENGLAND JOURNAL OF MEDICINE, 2021, 385 (02): : 179 - 186
  • [39] The SARS-CoV-2 Variants and their Impacts
    Shukri, Amir Muhaimin Akmal
    Wang, Seok Mui
    Chia, Suet Lin
    Nawi, Siti Farah Alwani Mohd
    JOURNAL OF PURE AND APPLIED MICROBIOLOGY, 2022, 16 (03): : 1409 - 1424
  • [40] The names of the SARS-CoV-2 variants
    不详
    PANACEA-BOLETIN DE MEDICINA Y TRADUCCION, 2021, 22 (54): : 92 - 92