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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
Over 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...
Autores principales: | , , , , , , , , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
MDPI
2022
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9324557/ https://www.ncbi.nlm.nih.gov/pubmed/35886640 http://dx.doi.org/10.3390/ijerph19148789 |
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author | Otero, Maria Catherine B. Murao, Lyre Anni E. Limen, Mary Antoinette G. Caalim, Daniel Rev A. Gaite, Paul Lorenzo A. Bacus, Michael G. Acaso, Joan T. Miguel, Refeim M. Corazo, Kahlil Knot, Ineke E. Sajonia, Homer de los Reyes, Francis L. Jaraula, Caroline Marie B. Baja, Emmanuel S. Del Mundo, Dann Marie N. |
author_facet | Otero, Maria Catherine B. Murao, Lyre Anni E. Limen, Mary Antoinette G. Caalim, Daniel Rev A. Gaite, Paul Lorenzo A. Bacus, Michael G. Acaso, Joan T. Miguel, Refeim M. Corazo, Kahlil Knot, Ineke E. Sajonia, Homer de los Reyes, Francis L. Jaraula, Caroline Marie B. Baja, Emmanuel S. Del Mundo, Dann Marie N. |
author_sort | Otero, Maria Catherine B. |
collection | PubMed |
description | Over 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. |
format | Online Article Text |
id | pubmed-9324557 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2022 |
publisher | MDPI |
record_format | MEDLINE/PubMed |
spelling | pubmed-93245572022-07-27 Multifaceted Assessment of Wastewater-Based Epidemiology for SARS-CoV-2 in Selected Urban Communities in Davao City, Philippines: A Pilot Study Otero, Maria Catherine B. Murao, Lyre Anni E. Limen, Mary Antoinette G. Caalim, Daniel Rev A. Gaite, Paul Lorenzo A. Bacus, Michael G. Acaso, Joan T. Miguel, Refeim M. Corazo, Kahlil Knot, Ineke E. Sajonia, Homer de los Reyes, Francis L. Jaraula, Caroline Marie B. Baja, Emmanuel S. Del Mundo, Dann Marie N. Int J Environ Res Public Health Article Over 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. MDPI 2022-07-19 /pmc/articles/PMC9324557/ /pubmed/35886640 http://dx.doi.org/10.3390/ijerph19148789 Text en © 2022 by the authors. https://creativecommons.org/licenses/by/4.0/Licensee MDPI, Basel, Switzerland. This article is an open access article distributed under the terms and conditions of the Creative Commons Attribution (CC BY) license (https://creativecommons.org/licenses/by/4.0/). |
spellingShingle | Article Otero, Maria Catherine B. Murao, Lyre Anni E. Limen, Mary Antoinette G. Caalim, Daniel Rev A. Gaite, Paul Lorenzo A. Bacus, Michael G. Acaso, Joan T. Miguel, Refeim M. Corazo, Kahlil Knot, Ineke E. Sajonia, Homer de los Reyes, Francis L. Jaraula, Caroline Marie B. Baja, Emmanuel S. Del Mundo, Dann Marie N. Multifaceted Assessment of Wastewater-Based Epidemiology for SARS-CoV-2 in Selected Urban Communities in Davao City, Philippines: A Pilot Study |
title | Multifaceted Assessment of Wastewater-Based Epidemiology for SARS-CoV-2 in Selected Urban Communities in Davao City, Philippines: A Pilot Study |
title_full | Multifaceted Assessment of Wastewater-Based Epidemiology for SARS-CoV-2 in Selected Urban Communities in Davao City, Philippines: A Pilot Study |
title_fullStr | Multifaceted Assessment of Wastewater-Based Epidemiology for SARS-CoV-2 in Selected Urban Communities in Davao City, Philippines: A Pilot Study |
title_full_unstemmed | Multifaceted Assessment of Wastewater-Based Epidemiology for SARS-CoV-2 in Selected Urban Communities in Davao City, Philippines: A Pilot Study |
title_short | Multifaceted Assessment of Wastewater-Based Epidemiology for SARS-CoV-2 in Selected Urban Communities in Davao City, Philippines: A Pilot Study |
title_sort | multifaceted assessment of wastewater-based epidemiology for sars-cov-2 in selected urban communities in davao city, philippines: a pilot study |
topic | Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9324557/ https://www.ncbi.nlm.nih.gov/pubmed/35886640 http://dx.doi.org/10.3390/ijerph19148789 |
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