Wastewater monitoring of a community COVID-19 outbreak in a Spanish municipality

María Barberá-Riera , Rosa de Llanos , Manuela Barneo-Muñoz , Lubertus Bijlsma , Alberto Celma , Iñaki Comas , Bárbara Gomila , Fernando González-Candelas , Rafael Goterris-Cerisuelo , Fernando Martínez-García , Ernesto Santateresa , Manuela Torres-Puente , Núria Zamorano-López , Rafael Bretón-Ramos , Eduardo Aguilar-Perdiguer , Marisa Rebagliato , Juan Bellido-Blasco , Félix Hernández

Journal of Environmental Exposure Assessment ›› 2023, Vol. 2 ›› Issue (4) : 16

PDF
Journal of Environmental Exposure Assessment ›› 2023, Vol. 2 ›› Issue (4) :16 DOI: 10.20517/jeea.2023.05
Research Article

Wastewater monitoring of a community COVID-19 outbreak in a Spanish municipality

Author information +
History +
PDF

Abstract

Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2) wastewater surveillance has become an increasingly important tool since the initial moments of the coronavirus disease (COVID-19) pandemic, mainly conducted at a large population scale. However, the large-sized sewersheds may not provide suitable information for monitoring localized outbreaks. After the declaration of a community COVID-19 outbreak in two neighborhoods of Castellón (Spain), SARS-CoV-2 RNA levels were monitored in wastewater samples. Moreover, genomic sequencing was performed. Thirty-three samples were collected in 2020, distributed over three points of the sewage network, two of which were close to the areas where the cases were declared. The third point was located at the inlet of the municipal wastewater treatment plant (WWTP). The samples were analyzed by RT-qPCR, using specific N1 and N2 target regions. The sum of confirmed cases, with the date of symptoms onset within the 3 weeks before each sampling day, was calculated. SARS-CoV-2 RNA was detected on most days in the two sampling points at neighborhood level, and the detection became negative when the number of cases with symptoms onset during the last 21 days in the study areas decreased to 0 or 1 case. The genomic sequencing performed for RNA from wastewater and clinical samples showed the same variant. The detection of SARS-CoV-2 and the subsequent non-detection provided the epidemiologists in charge of controlling the outbreak with useful information to confirm its closure, complementing the clinical and epidemiological data. Our findings illustrate the value of wastewater surveillance for localized outbreaks, especially in situations of low incidence of COVID-19 at the broader community level.

Keywords

COVID-19 / SARS-CoV-2 / wastewater-based epidemiological monitoring / clinical data / outbreak / genomic sequencing

Cite this article

Download citation ▾
María Barberá-Riera, Rosa de Llanos, Manuela Barneo-Muñoz, Lubertus Bijlsma, Alberto Celma, Iñaki Comas, Bárbara Gomila, Fernando González-Candelas, Rafael Goterris-Cerisuelo, Fernando Martínez-García, Ernesto Santateresa, Manuela Torres-Puente, Núria Zamorano-López, Rafael Bretón-Ramos, Eduardo Aguilar-Perdiguer, Marisa Rebagliato, Juan Bellido-Blasco, Félix Hernández. Wastewater monitoring of a community COVID-19 outbreak in a Spanish municipality. Journal of Environmental Exposure Assessment, 2023, 2(4): 16 DOI:10.20517/jeea.2023.05

登录浏览全文

4963

注册一个新账户 忘记密码

References

[1]

John hopkins university coronavirus resource centre. https://coronavirus.jhu.edu/ [Last accessed on 21 Aug 2023]

[2]

Dong E,Gardner L.An interactive web-based dashboard to track COVID-19 in real time.Lancet Infect Dis2020;20:533-4 PMCID:PMC7159018

[3]

World Health Organization. Statement on the fifteenth meeting of the IHR (2005) emergency committee on the COVID-19 pandemic. Available from: https://www.who.int/news/item/05-05-2023-statement-on-the-fifteenth-meeting-of-the-international-health-regulations-(2005)-emergency-committee-regarding-the-coronavirus-disease-(covid-19)-pandemic [Last accessed on 21 Aug 2023]

[4]

World Health Organization. Public health surveillance for COVID-19: interim Guidance. Available from: https://www.who.int/publications-detail-redirect/WHO-2019-nCoV-SurveillanceGuidance-2022.2 [Last accessed on 21 Aug 2023]

[5]

Zhang Y,Hu M.Prevalence and persistent shedding of fecal SARS-CoV-2 RNA in patients with COVID-19 infection: a systematic review and meta-analysis.Clin Transl Gastroenterol2021;12:e00343 PMCID:PMC8036078

[6]

Saawarn B.Occurrence, fate and removal of SARS-CoV-2 in wastewater: current knowledge and future perspectives.J Environ Chem Eng2021;9:104870. PMCID:PMC7706426

[7]

Döhla M,Wilbring G.SARS-CoV-2 in environmental samples of quarantined households.Viruses2022;14:1075 PMCID:PMC9147922

[8]

de Llanos R,Barneo M.Monitoring the evolution of SARS-CoV-2 on a Spanish university campus through wastewater analysis: a pilot project for the reopening strategy.Sci Total Environ2022;845:157370 PMCID:PMC9278994

[9]

Bivins A,Ahmad A.Wastewater-based epidemiology: global collaborative to maximize contributions in the fight against COVID-19.Environ Sci Technol2020;54:7754-7

[10]

Rimoldi SG,Gigantiello A.Presence and infectivity of SARS-CoV-2 virus in wastewaters and rivers.Sci Total Environ2020;744:140911 PMCID:PMC7358170

[11]

Guerrero-Latorre L,Villacrés-Granda I,Freire-Paspuel B.SARS-CoV-2 in river water: implications in low sanitation countries.Sci Total Environ2020;743:140832 PMCID:PMC7343659

[12]

Mohan SV,Kopperi H,Kumar AK.SARS-CoV-2 in environmental perspective: occurrence, persistence, surveillance, inactivation and challenges.Chem Eng J2021;405:126893 PMCID:PMC7471803

[13]

Oh C,O'Brien K.Application of neighborhood-scale wastewater-based epidemiology in low COVID-19 incidence situations.Sci Total Environ2022;852:158448 PMCID:PMC9436825

[14]

Shah S,Ng JQX,Koh J.Wastewater surveillance to infer COVID-19 transmission: a systematic review.Sci Total Environ2022;804:150060. PMCID:PMC8423771

[15]

World Health Organization. Status of Environmental surveillance for SARS-CoV-2 virus. scientific brief. Available from: https://www.who.int/news-room/commentaries/detail/status-of-environmental-surveillance-for-SARS-CoV-2-virus [Last accessed on 21 Aug 2023]

[16]

Prado T,Miagostovich MP.Wastewater-based epidemiology for preventing outbreaks and epidemics in Latin America - lessons from the past and a look to the future.Sci Total Environ2023;865:161210

[17]

Medema G,Heijnen L.Implementation of environmental surveillance for SARS-CoV-2 virus to support public health decisions: opportunities and challenges.Curr Opin Environ Sci Health2020;17:49-71 PMCID:PMC7528975

[18]

Bonanno Ferraro G,Mancini P.A state-of-the-art scoping review on SARS-CoV-2 in sewage focusing on the potential of wastewater surveillance for the monitoring of the COVID-19 pandemic.Food Environ Virol2022;14:315-54. PMCID:PMC8561373

[19]

National Institute for Public Health and Environment (RIVM). Sewage research coronovirus. Available from: https://www.rivm.nl/coronavirus-covid-19/onderzoek/rioolwater [Last accessed on 21 Aug 2023]

[20]

UK centre for Ecology & Hydrology UK National Wastewater Epidemiology Surveillance Programme. Available from: https://nwesp.ceh.ac.uk/ [Last accessed on 21 Aug 2023]

[21]

Spanish Ministry for the Ecological Transition and the Demographic Challenge VATar COVID. Early warning COVID 19 in wastewater. Available from: https://www.miteco.gob.es/es/agua/temas/concesiones-y-autorizaciones/vertidos-de-aguas-residuales/alerta-temprana-covid19/default.aspx [Last accessed on 28 Aug 2023]

[22]

HERA Incubator: anticipating together the threat of COVID-19 variants. Available from: https://commission.europa.eu/system/files/2021-02/communication-hera-incubator-anticipating-threat-covid-19-variants_en.pdf [Last accessed on 28 Aug 2023]

[23]

Li X,Shi J,Jiang G.Uncertainties in estimating SARS-CoV-2 prevalence by wastewater-based epidemiology.Chem Eng J2021;415:129039. PMCID:PMC7896122

[24]

World Health Organization. Environmental surveillance for SARS-CoV-2 to complement public health surveillance - interim guidance. Available from: https://www.who.int/publications/i/item/WHO-HEP-ECH-WSH-2022.1 [Last accessed on 21 Aug 2023]

[25]

Spanish Statistics National Institute. Available from: https://www.ine.es/dyngs/INEbase/es/categoria.htm?c=Estadistica_P&cid=1254734710990 [Last accessed on 28 Aug 2023]

[26]

Generalitat Valenciana COVID-19 C. Valenciana. Available from: https://coronavirus.san.gva.es/es/estadisticas [Last accessed on 21 Aug 2023]

[27]

Dal-Ré R,Pérez G.Ethical review of epidemiologic studies: a need and a proposal.Med Clin1998;111:587-91

[28]

Spanish Ministry of Health COVID-19 early detection, surveillance and control strategy. Available from: https://www.semg.es/images/2020/Coronavirus/20200709_COVID19_Estrategia_vigilancia_y_control_e_indicadores.pdf [Last accessed on 21 Aug 2023]

[29]

Randazzo W,Cuevas-Ferrando E,Allende A.SARS-CoV-2 RNA in wastewater anticipated COVID-19 occurrence in a low prevalence area.Water Res2020;181:115942 PMCID:PMC7229723

[30]

Centers for Disease Control and Prevention (Research Use Only). Available from: https://www.cdc.gov/coronavirus/2019-ncov/lab/rt-pcr-panel-primer-probes.html [Last accessed on 21 Aug 2023]

[31]

Corman VM,Kaiser M.Detection of 2019 novel coronavirus (2019-nCoV) by real-time RT-PCR.Euro Surveill2020;25:2000045

[32]

CDC 2019-novel coronavirus (2019-nCoV) real-time RT-PCR diagnostic panel: instructions for use; 2023.p. 16-28. Available from: https://www.fda.gov/media/134922/download [Last accessed on 28 Aug 2023]

[33]

Wang J,Zhang S.SARS-CoV-2 RNA detection of hospital isolation wards hygiene monitoring during the coronavirus disease 2019 outbreak in a Chinese hospital.Int J Infect Dis2020;94:103-6 PMCID:PMC7165090

[34]

Quick J. NCoV-2019 sequencing protocol V.1. Available from: https://www.protocols.io/view/ncov-2019-sequencing-protocol-bp2l6n26rgqe/v1 [Last accessed on 28 Aug 2023]

[35]

Artic-network Artic-Network/Artic-Ncov2019. Available from: https://github.com/artic-network/artic-ncov2019 [Last accessed on 21 Aug 2023]

[36]

Grubaugh ND,Quick J.An amplicon-based sequencing framework for accurately measuring intrahost virus diversity using PrimalSeq and iVar.Genome Biol2019;20:8 PMCID:PMC6325816

[37]

Minh BQ,Chernomor O.IQ-TREE 2: new models and efficient methods for phylogenetic inference in the genomic era.Mol Biol Evol2020;37:1530-4.

[38]

Hoang DT,von Haeseler A,Vinh LS.UFBoot2: improving the ultrafast bootstrap approximation.Mol Biol Evol2018;35:518-22 PMCID:PMC5850222

[39]

Letunic I.Interactive Tree Of Life (iTOL) v5: an online tool for phylogenetic tree display and annotation.Nucleic Acids Res2021;49:W293-6 PMCID:PMC8265157

[40]

Haramoto E,Hata A.A review on recent progress in the detection methods and prevalence of human enteric viruses in water.Water Res2018;135:168-86.

[41]

Hodcroft EB,Nadeau S.SeqCOVID-SPAIN consortiumSpread of a SARS-CoV-2 variant through Europe in the summer of 2020.Nature2021;595:707-12. PMCID:PMC7709189

[42]

Hamouda M,Maraqa M,Aly Hassan A.Wastewater surveillance for SARS-CoV-2: lessons learnt from recent studies to define future applications.Sci Total Environ2021;759:143493 PMCID:PMC7648500

[43]

Mahon J, Criado Monleon AJ, Gill LW, O'Sullivan JJ, Meijer WG. Wastewater-based epidemiology (WBE) for SARS-CoV-2 - a review focussing on the significance of the sewer network using a Dublin city catchment case study.Water Sci Technol2022;86:1402-25

[44]

Betancourt WQ,Innes GK.COVID-19 containment on a college campus via wastewater-based epidemiology, targeted clinical testing and an intervention.Sci Total Environ2021;779:146408 PMCID:PMC7954642

[45]

Gibas C,Mittal N.Implementing building-level SARS-CoV-2 wastewater surveillance on a university campus.Sci Total Environ2021;782:146749 PMCID:PMC8007530

[46]

Harris-Lovett S,Beamer P.Wastewater surveillance for SARS-CoV-2 on college campuses: initial efforts, lessons learned, and research needs.Int J Environ Res Public Health2021;18:4455 PMCID:PMC8122720

[47]

Ahmed W,Simpson SL.Wastewater surveillance demonstrates high predictive value for COVID-19 infection on board repatriation flights to Australia.Environ Int2022;158:106938 PMCID:PMC8514683

[48]

Zdenkova K,Cermakova E.Monitoring COVID-19 spread in Prague local neighborhoods based on the presence of SARS-CoV-2 RNA in wastewater collected throughout the sewer network.Water Res2022;216:118343 PMCID:PMC8936391

[49]

Pico-Tomàs A,Zammit I.Surveillance of SARS-CoV-2 in sewage from buildings housing residents with different vulnerability levels.Sci Total Environ2023;872:162116 PMCID:PMC9911146

[50]

Sellers SC,Bryant D.Building-level wastewater surveillance of SARS-CoV-2 is associated with transmission and variant trends in a university setting.Environ Res2022;215:114277 PMCID:PMC9448636

[51]

Spurbeck RR,Catlin L.Feasibility of neighborhood and building scale wastewater-based genomic epidemiology for pathogen surveillance.Sci Total Environ2021;789:147829 PMCID:PMC8542657

[52]

Barrios RE,Kelley MS.SARS-CoV-2 concentrations in a wastewater collection system indicated potential COVID-19 hotspots at the zip code level.Sci Total Environ2021;800:149480 PMCID:PMC8330136

[53]

Developing a wastewater surveillance sampling strategy. Available from: https://www.cdc.gov/healthywater/surveillance/wastewater-surveillance/developing-a-wastewater-surveillance-sampling-strategy.html [Last accessed on 21 Aug 2023]

[54]

Heaton KW,Cripps H,Braddon FE.Defecation frequency and timing, and stool form in the general population: a prospective study.Gut1992;33:818-24 PMCID:PMC1379343

[55]

Rasero FJ, Moya Ruano LA, Rasero Del Real P, Cuberos Gómez L, Lorusso N. Associations between SARS-CoV-2 RNA concentrations in wastewater and COVID-19 rates in days after sampling in small urban areas of seville: a time series study.Sci Total Environ2022;806:150573 PMCID:PMC8464400

[56]

Hart OE.Computational analysis of SARS-CoV-2/COVID-19 surveillance by wastewater-based epidemiology locally and globally: feasibility, economy, opportunities and challenges.Sci Total Environ2020;730:138875 PMCID:PMC7175865

[57]

Bassotti G,Pucciani F.Italian Constipation Study GroupAn extended assessment of bowel habits in a general population.World J Gastroenterol2004;10:713-6 PMCID:PMC4716915

[58]

Brahim Belhaouari D,Grimaldier C.Microscopic observation of SARS-like particles in RT-qPCR SARS-CoV-2 positive sewage samples.Pathogens2021;10:516 PMCID:PMC8146039

[59]

Kaplan EH,Sanchez M.Scaling SARS-CoV-2 wastewater concentrations to population estimates of infection.Sci Rep2022;12:3487 PMCID:PMC8894397

[60]

Zhang N,Meng F.Comparative study on virus shedding patterns in nasopharyngeal and fecal specimens of COVID-19 patients.Sci China Life Sci2021;64:486-8 PMCID:PMC7417111

[61]

Wong JCC,Lim YX.Non-intrusive wastewater surveillance for monitoring of a residential building for COVID-19 cases.Sci Total Environ2021;786:147419 PMCID:PMC8081581

[62]

López MG,García de Viedma D.SeqCOVID-Spain consortiumThe first wave of the COVID-19 epidemic in Spain was associated with early introductions and fast spread of a dominating genetic variant.Nat Genet2021;53:1405-14 PMCID:PMC8481935

AI Summary AI Mindmap
PDF

177

Accesses

0

Citation

Detail

Sections
Recommended

AI思维导图

/