ArticleEnvironmental pollution (Barking, Essex : 1987)2022
Wastewater-based epidemiological surveillance to monitor the prevalence of SARS-CoV-2 in developing countries with onsite sanitation facilities.
Article in Environmental pollution (Barking, Essex : 1987), 2022. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 42 papers, 1 of them a synthesis that pooled it.
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Who cites it
42 citing papers in PubMed, 1 synthesis or guideline pooled it, 80 citations in OpenAlex.
- One Health and Global Health View of Antimicrobial Susceptibility through the "Eye" of Aeromonas: Systematic Review and Meta-Analysis.International journal of antimicrobial agents · 2023Pooled it
- Wastewater-based surveillance of ESKAPE pathogens in resource-limited countries (RLCs): an essential tool for monitoring antibiotic resistance.Environmental monitoring and assessment · 2026Review
- Wastewater-based surveillance as a proactive public health tool: insights from SARS-CoV-2 monitoring in Kampala, Uganda (2023-2024).BMC public health · 2026Article
- A review on health system-based surveillance for acute flaccid paralysis: technological advancements, challenges, and outlooks.Journal of health, population, and nutrition · 2025Review
- Early detection of emerging SARS-CoV-2 Variants from wastewater through genome sequencing and machine learning.Nature communications · 2025Article
- Advancing health equity in wastewater-based epidemiology: A global critical review and conceptual framework.SSM - population health · 2025Review
- Hotspots and Trends in Research on Early Warning of Infectious Diseases: A Bibliometric Analysis Using CiteSpace.Healthcare (Basel, Switzerland) · 2025Article
- Monitoring Influenza A (H1N1, H3N2), RSV, and SARS-CoV-2 Using Wastewater-Based Epidemiology: A 2-Year Longitudinal Study in an Indian Megacity Covering Omicron and Post-Omicron Phases.Food and environmental virology · 2024Article
- Detection of SARS-CoV-2 in wastewater as an earlier predictor of COVID-19 epidemic peaks in Venezuela.Scientific reports · 2024Article
- A Review of Wastewater-Based Epidemiology for the SARS-CoV-2 Virus in Rural, Remote, and Resource-Constrained Settings Internationally: Insights for Implementation, Research, and Policy for First Nations in Canada.International journal of environmental research and public health · 2024Review
- Review
- A scoping review of global SARS-CoV-2 wastewater-based epidemiology in light of COVID-19 pandemic.Heliyon · 2024Article
- Vibrio cholerae and Salmonella Typhi culture-based wastewater or non-sewered sanitation surveillance in a resource-limited region.Journal of exposure science & environmental epidemiology · 2024Article
- Temporal assessment of SARS-CoV-2 detection in wastewater and its epidemiological implications in COVID-19 case dynamics.Heliyon · 2024Article
- Article
- Fate-and-transport modeling of SARS-CoV-2 for rural wastewater-based epidemiology application benefit.Heliyon · 2024Article
- Monitoring and evaluation practices and operational research during public health emergencies in southeast Asia region (2012-2022) - a systematic review.The Lancet regional health. Southeast Asia · 2024Review
- Scenario-based assessment of emergency management of urban infectious disease outbreaks.Frontiers in public health · 2024Article
- Assessment of sewer connectivity in the United States and its implications for equity in wastewater-based epidemiology.PLOS global public health · 2024Article
- Population infection estimation from wastewater surveillance for SARS-CoV-2 in Nagpur, India during the second pandemic wave.PloS one · 2024Article
Corrections and comments
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Authors and funding
20 authors at 8 institutions in 4 countries.
Funding
No grant is acknowledged in the PubMed record.
Abstract
Wastewater-based epidemiology (WBE) has emerged as a valuable approach for forecasting disease outbreaks in developed countries with a centralized sewage infrastructure. On the other hand, due to the absence of well-defined and systematic sewage networks, WBE is challenging to implement in developing countries like Bangladesh where most people live in rural areas. Identification of appropriate locations for rural Hotspot Based Sampling (HBS) and urban Drain Based Sampling (DBS) are critical to enable WBE based monitoring system. We investigated the best sampling locations from both urban and rural areas in Bangladesh after evaluating the sanitation infrastructure for forecasting COVID-19 prevalence. A total of 168 wastewater samples were collected from 14 districts of Bangladesh during each of the two peak pandemic seasons. RT-qPCR commercial kits were used to target ORF1ab and N genes. The presence of SARS-CoV-2 genetic materials was found in 98% (165/168) and 95% (160/168) wastewater samples in the first and second round sampling, respectively. Although wastewater effluents from both the marketplace and isolation center drains were found with the highest amount of genetic materials according to the mixed model, quantifiable SARS-CoV-2 RNAs were also identified in the other four sampling sites. Hence, wastewater samples of the marketplace in rural areas and isolation centers in urban areas can be considered the appropriate sampling sites to detect contagion hotspots. This is the first complete study to detect SARS-CoV-2 genetic components in wastewater samples collected from rural and urban areas for monitoring the COVID-19 pandemic. The results based on the study revealed a correlation between viral copy numbers in wastewater samples and SARS-CoV-2 positive cases reported by the Directorate General of Health Services (DGHS) as part of the national surveillance program for COVID-19 prevention. The findings of this study will help in setting strategies and guidelines for the selection of appropriate sampling sites, which will facilitate in development of comprehensive wastewater-based epidemiological systems for surveillance of rural and urban areas of low-income countries with inadequate sewage infrastructure.
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