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Multifaceted assessment of wastewater-based epidemiology for SARS-CoV-2 in selected urban communities in Davao City, Philippines: A pilot study

dc.citation.journaltitleInternational Journal of Environmental Research and Public Health
dc.contributor.authorOtero, Maria Catherine B.
dc.contributor.authorMurao, Lyre Anni E.
dc.contributor.authorLimen, Mary Antoinette G.
dc.contributor.authorCaalim, Daniel Rev A.
dc.contributor.authorGaite, Paul Lorenzo A.
dc.contributor.authorBacus, Michael G.
dc.contributor.authorAcaso, Joan T.
dc.contributor.authorMiguel, Refeim M.
dc.contributor.authorCorazo, Kahlil
dc.contributor.authorKnot, Ineke E.
dc.contributor.authorSajonia, Homer
dc.contributor.authorde los Reyes, Francis L.
dc.contributor.authorJaraula, Caroline Marie B.
dc.contributor.authorBaja, Emmanuel S.
dc.contributor.authorDel Mundo, Dann Marie N.
dc.coverage.spatialDavao
dc.date.accessioned2025-05-04T06:05:17Z
dc.date.issued2022-07-19
dc.descriptionThe authors thank the Davao City Health Office, the local government units under the City Government of Davao, the partner hospitals for their support and assistance, and Diana Aga for discussions on sample collection and analyses. The authors would also like to thank the members of the Bortz Virology Laboratory at the University of Alaska Anchorage- Ralf Dagdag and Matthew Redlinger, Amanda Warr from the Roslin Institute, Nicole Wheeler from the University of Birmingham, Lara Urban, co-founder of PuntSeq, and Joe Russell from MRI Global for their expert advice in nanopore and wastewater sequencing.
dc.description.abstractOver 60 countries have integrated wastewater-based epidemiology (WBE) in their COVID-19 surveillance programs, focusing on wastewater treatment plants (WWTP). In this paper, we piloted the assessment of SARS-CoV-2 WBE as a complementary public health surveillance method in susceptible communities in a highly urbanized city without WWTP in the Philippines by exploring the extraction and detection methods, evaluating the contribution of physico-chemical–anthropogenic factors, and attempting whole-genome sequencing (WGS). Weekly wastewater samples were collected from sewer pipes or creeks in six communities with moderate-to-high risk of COVID-19 transmission, as categorized by the City Government of Davao from November to December 2020. Physico-chemical properties of the wastewater and anthropogenic conditions of the sites were noted. Samples were concentrated using a PEG-NaCl precipitation method and analyzed by RT-PCR to detect the SARS-CoV-2 N, RdRP, and E genes. A subset of nine samples were subjected to WGS using the Minion sequencing platform. SARS-CoV-2 RNA was detected in twenty-two samples (91.7%) regardless of the presence of new cases. Cycle threshold values correlated with RNA concentration and attack rate. The lack of a sewershed map in the sampled areas highlights the need to integrate this in the WBE planning. A combined analysis of wastewater physico-chemical parameters such as flow rate, surface water temperature, salinity, dissolved oxygen, and total dissolved solids provided insights on the ideal sampling location, time, and method for WBE, and their impact on RNA recovery. The contribution of fecal matter in the wastewater may also be assessed through the coliform count and in the context of anthropogenic conditions in the area. Finally, our attempt on WGS detected single-nucleotide polymorphisms (SNPs) in wastewater which included clinically reported and newly identified mutations in the Philippines. This exploratory report provides a contextualized framework for applying WBE surveillance in low-sanitation areas.
dc.description.sponsorshipThis project was supported by the University of the Philippines Mindanao In-House Research Grant (details), the Department of Science and Technology-Philippine Council for Health Research and Development (DOST-PCHRD) through the Philippine Genome Center Mindanao (award number not applicable), the Just One Giant Lab (JOGL) OpenCovid-19 Grant Round 4/5 through the Accessible Genomics Project, USAID Partners for Enhanced Engagement in Research (subaward number 2000009924) “Baselining Persistent and Emerging Organic Pollutant Levels in Environmental and Engineered Systems for Healthy Philippines”, and the DOST-PCHRD Niche Center for Research of the University of the Philippines Mindanao Center for Applied Modeling, Data Analytics, and Bioinformatics for Decision Support Systems in Health (UP Mindanao AMDABiDSS-Health) under the component project “Integrated Wastewater-Based Epidemiology and Data Analytics for Community Level Pathogen Surveillance and Genetic Tracking”.
dc.identifier.citationOtero, M. C. B., Murao, L. A. E., Limen, M. A. G., Caalim, D. R. A., Gaite, P. L. A., Bacus, M. G., Acaso, J. T., Miguel, R. M., Corazo, K., Knot, I. E., Sajonia, H., II, de los Reyes, F. L., III, Jaraula, C. M. B., Baja, E. S., & Del Mundo, D. M. N. (2022). Multifaceted assessment of wastewater-based epidemiology for SARS-CoV-2 in selected urban communities in Davao City, Philippines: A pilot study. <i>International Journal of Environmental Research and Public Health</i>, <i>19</i>(14), Article 8789.
dc.identifier.doi10.3390/ijerph19148789
dc.identifier.issn1660-4601
dc.identifier.urihttps://hdl.handle.net/20.500.14697/394
dc.language.isoen
dc.publisherMDPI
dc.relation.urihttps://www.mdpi.com/1660-4601/19/14/8789/pdf?version=1658371345
dc.rightsAttribution 4.0 Internationalen
dc.rights.urihttp://creativecommons.org/licenses/by/4.0/
dc.subjectHealth
dc.subjectEpidemiology
dc.subject.agrovocwastewater
dc.subject.agrovocpublic health
dc.subject.agrovocsevere acute respiratory syndrome coronavirus 2
dc.subject.agrovocCOVID-19
dc.subject.agrovocepidemiology
dc.subject.agrovocwastewater treatment
dc.subject.agrovocRNA
dc.subject.agrovocbioinformatics
dc.subject.agrovocsingle nucleotide polymorphisms
dc.subject.lcshSewage
dc.subject.lcshPublic health
dc.subject.lcshCOVID-19 (Disease)
dc.subject.lcshEpidemiology
dc.subject.lcshRNA
dc.subject.lcshBioinformatics
dc.subject.odcChallenge 1: Understand and beat marine pollution
dc.subject.odcChallenge 3: Sustainably feed the global population
dc.subject.odcChallenge 10: Change humanity’s relationship with the ocean
dc.subject.sdgSDG 6 - Clean water and sanitation
dc.subject.sdgSDG 3 - Good health and well-being
dc.subject.sdgSDG 11 - Sustainable cities and communities
dc.titleMultifaceted assessment of wastewater-based epidemiology for SARS-CoV-2 in selected urban communities in Davao City, Philippines: A pilot study
dc.typeArticle
local.subjectCOVID-19
local.subjectPhilippines
local.subjectpublic health surveillance
local.subjectSARS-CoV-2
local.subjectwastewater-based epidemiology
local.subjectwhole genome sequencing
oaire.citation.issue14
oaire.citation.startPage8789
oaire.citation.volume19

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