Journal Article Research Support, Non-U.S. Gov't Ppublish 23 citations
PubMed: 37023782 DOI: 10.1016/S2666-5247(23)00010-1
Real-time sewage surveillance for SARS-CoV-2 in Dhaka, Bangladesh versus clinical COVID-19 surveillance: a longitudinal environmental surveillance study (December, 2019-December, 2021).
Lancet Microbe 4(6):e442-e451
Authors: Elizabeth T Rogawski McQuade, Isobel M Blake, Stephanie A Brennhofer, Md Ohedul Islam, Syed Shahnewaj Siraj Sony, Tonima Rahman, Md Hamim Bhuiyan, Sabrina Karim Resha, Erin G Wettstone, Lauren Hughlett, Claire Reagan, Sarah E Elwood, Yoann Mira, Ayesha S Mahmud, Kawsar Hosan, Md Raihanul Hoque, Md Masud Alam, Mahbubur Rahman, Tahmina Shirin, Rashidul Haque, Mami Taniuchi
Affiliations
- Division of Infectious Diseases & International Health, University of Virginia, Charlottesville, VA, USA; Department of Epidemiology, Emory University, Atlanta, GA, USA.
- MRC Centre for Global Infectious Disease Analysis, School of Public Health, Imperial College London, UK.
- Division of Infectious Diseases & International Health, University of Virginia, Charlottesville, VA, USA.
- icddr,b, Dhaka, Bangladesh.
- Division of Infectious Diseases & International Health, University of Virginia, Charlottesville, VA, USA; Department of Biomedical Engineering, University of Virginia, Charlottesville, VA, USA.
- Department of Biomedical Engineering, University of Virginia, Charlottesville, VA, USA.
- Novel-T, Geneva, Switzerland.
- Department of Demography, University of California at Berkeley, Berkeley, CA, USA.
- a2i, Dhaka, Bangladesh; Department of Economics, Jahangirnagar University, Dhaka, Bangladesh.
- a2i, Dhaka, Bangladesh.
- Institute of Epidemiology, Disease Control and Research, Dhaka, Bangladesh.
- Division of Infectious Diseases & International Health, University of Virginia, Charlottesville, VA, USA; Department of Biomedical Engineering, University of Virginia, Charlottesville, VA, USA; Department of Civil and Environmental Engineering Systems and Environment, University of Virginia, Charlottesville, VA, USA.
Abstract
BACKGROUND
Clinical surveillance for COVID-19 has typically been challenging in low-income and middle-income settings. From December, 2019, to December, 2021, we implemented environmental surveillance in a converging informal sewage network in Dhaka, Bangladesh, to investigate SARS-CoV-2 transmission across different income levels of the city compared with clinical surveillance.
METHODS
All sewage lines were mapped, and sites were selected with estimated catchment populations of more than 1000 individuals. We analysed 2073 sewage samples, collected weekly from 37 sites, and 648 days of case data from eight wards with varying socioeconomic statuses. We assessed the correlations between the viral load in sewage samples and clinical cases.
FINDINGS
SARS-CoV-2 was consistently detected across all wards (low, middle, and high income) despite large differences in reported clinical cases and periods of no cases. The majority of COVID-19 cases (26 256 [55·1%] of 47 683) were reported from Ward 19, a high-income area with high levels of clinical testing (123 times the number of tests per 100 000 individuals compared with Ward 9 [middle-income] in November, 2020, and 70 times the number of tests per 100 000 individuals compared with Ward 5 [low-income] in November, 2021), despite containing only 19·4% of the study population (142 413 of 734 755 individuals). Conversely, a similar quantity of SARS-CoV-2 was detected in sewage across different income levels (median difference in high-income vs low-income areas: 0·23 log viral copies + 1). The correlation between the mean sewage viral load (log viral copies + 1) and the log clinical cases increased with time (r = 0·90 in July-December, 2021 and r=0·59 in July-December, 2020). Before major waves of infection, viral load quantity in sewage samples increased 1-2 weeks before the clinical cases.
INTERPRETATION
This study demonstrates the utility and importance of environmental surveillance for SARS-CoV-2 in a lower-middle-income country. We show that environmental surveillance provides an early warning of increases in transmission and reveals evidence of persistent circulation in poorer areas where access to clinical testing is limited.
FUNDING
Bill & Melinda Gates Foundation.
MeSH
Environmental Monitoring, Infections, Research Design, Income, Microbiological Phenomena, Sewage, Sars Virus, Viral Load, Covid-19, Sars-Cov-2
Cited by
- Clinical and environmental wastewater-based bacteriophage surveillance for high-impact diarrheal diseases, including cholera, in Bangladesh. medRxiv, 2025
- Understanding the impacts of temperature and precipitation on antimicrobial resistance in wastewater: theory, modeling, observation, and limitations. mSphere, 2025
- Unplanned urbanization and health risks of Dhaka City in Bangladesh: uncovering the associations between urban environment and public health. Front Public Health, 2023
- Identifying bellwether sewershed sites for sustainable disease surveillance in Bengaluru, India: a longitudinal study. Lancet Reg Health Southeast Asia, 2025
- Seroprevalence of SARS-CoV-2 in wet market workers in Dhaka, Bangladesh in 2022. IJID Reg, 2025
- Monitoring SARS-CoV-2 variants in wastewater of Dhaka City, Bangladesh: approach to complement public health surveillance systems. Hum Genomics, 2023
- Interactive SARS-CoV-2 dashboard for real-time geospatial visualisation of sewage and clinical surveillance data from Dhaka, Bangladesh: a tool for public health situational awareness. BMJ Glob Health, 2023
- Application of Skimmed-Milk Flocculation Method for Wastewater Surveillance of COVID-19 in Kathmandu, Nepal. Pathogens, 2024
- Advancing health equity in wastewater-based epidemiology: A global critical review and conceptual framework. SSM Popul Health, 2025
- Wastewater surveillance for Salmonella Typhi and its association with seroincidence of enteric fever in Vellore, India. PLoS Negl Trop Dis, 2025
- Wastewater surveillance overcomes socio-economic limitations of laboratory-based surveillance when monitoring disease transmission: The South African experience during the COVID-19 pandemic. PLoS One, 2025
- Advances in Wastewater-Based Epidemiology for Pandemic Surveillance: Methodological Frameworks and Future Perspectives. Microorganisms, 2025
- Is detection of enteropathogens and human or animal faecal markers in the environment associated with subsequent child enteric infections and growth: an individual participant data meta-analysis. Lancet Glob Health, 2024