ArticleThe Lancet. Microbe2023
Leveraging an established neighbourhood-level, open access wastewater monitoring network to address public health priorities: a population-based study.
Article in The Lancet. Microbe, 2023. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 19 papers.
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Who cites it
19 citing papers in PubMed, 37 citations in OpenAlex.
- Ethical considerations of wastewater-based disease surveillance-a qualitative interview study.Frontiers in public health · 2026Article
- [Pathogen Surveillance in Wastewater from Airport and Port in the Chungcheong Region, Republic of Korea, in 2024].Jugan geon-gang gwa jilbyeong · 2025Article
- Use of Wastewater to Monitor Antimicrobial Resistance Trends in Communities and Implications for Wastewater-Based Epidemiology: A Review of the Recent Literature.Microorganisms · 2025Review
- Integrating community perspectives to enhance the utility of wastewater-based epidemiology for addressing substance use in the United States.Current opinion in psychiatry · 2025Review
- DNA Methylation in Urine and Feces Indicative of Eight Major Human Cancer Types Globally.Life (Basel, Switzerland) · 2025Review
- Evaluation of Three Viral Capsid Integrity qPCR Methods for Wastewater-Based Viral Surveillance.Food and environmental virology · 2025Article
- Public health actions in response to pathogen detection in wastewater and the environment: a scoping review.Frontiers in public health · 2025Article
- Academic institution extensive, building-by-building wastewater-based surveillance platform for SARS-CoV-2 monitoring, clinical data correlation, and potential national proxy.PLOS global public health · 2025Article
- Wastewater analysis of chemical markers of public health concern at small spatial scales: A scoping review.PLOS global public health · 2025Article
- Unveiling the silent information of wastewater-based epidemiology of SARS-CoV-2 at community and sanitary zone levels: experience in Córdoba City, Argentina.Journal of water and health · 2024Article
- Development of a wastewater based infectious disease surveillance research system in South Korea.Scientific reports · 2024Article
- Inter-institutional laboratory standardization for SARS-CoV-2 surveillance through wastewater-based epidemiology applied to Mexico City.IJID regions · 2024Article
- Seasonality of respiratory, enteric, and urinary viruses revealed by wastewater genomic surveillance.mSphere · 2024Article
- Wastewater-based epidemiology to assess environmentally influenced disease.Journal of exposure science & environmental epidemiology · 2024Article
- Human adenovirus outbreak at a university campus monitored by wastewater and clinical surveillance.medRxiv : the preprint server for health sciences · 2024Article
- Enhanced detection of mpox virus in wastewater using a pre-amplification approach: A pilot study informing population-level monitoring of low-titer pathogens.The Science of the total environment · 2023Article
- Integrated multiomic wastewater-based epidemiology can elucidate population-level dietary behaviour and inform public health nutrition assessments.Nature food · 2023Article
- Automatic case cluster detection using hospital electronic health record data.Biology methods & protocols · 2023Article
- The human microbiome project at ten years - some critical comments and reflections on "our third genome", the human virome.Microbiome research reports · 2023Article
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Authors and funding
28 authors at 2 institutions in 1 country.
Funding
Abstract
backgroundBefore the COVID-19 pandemic, the US opioid epidemic triggered a collaborative municipal and academic effort in Tempe, Arizona, which resulted in the world's first open access dashboard featuring neighbourhood-level trends informed by wastewater-based epidemiology (WBE). This study aimed to showcase how wastewater monitoring, once established and accepted by a community, could readily be adapted to respond to newly emerging public health priorities.
methodsIn this population-based study in Greater Tempe, Arizona, an existing opioid monitoring WBE network was modified to track SARS-CoV-2 transmission through the analysis of 11 contiguous wastewater catchments. Flow-weighted and time-weighted 24 h composite samples of untreated wastewater were collected at each sampling location within the wastewater collection system for 3 days each week (Tuesday, Thursday, and Saturday) from April 1, 2020, to March 31, 2021 (Area 7 and Tempe St Luke's Hospital were added in July, 2020). Reverse transcription quantitative PCR targeting the E gene of SARS-CoV-2 isolated from the wastewater samples was used to determine the number of genome copies in each catchment. Newly detected clinical cases of COVID-19 by zip code within the City of Tempe, Arizona were reported daily by the Arizona Department of Health Services from May 23, 2020. Maricopa County-level new positive cases, COVID-19-related hospitalisations, deaths, and long-term care facility deaths per day are publicly available and were collected from the Maricopa County Epidemic Curve Dashboard. Viral loads of SARS-CoV-2 (genome copies per day) measured in wastewater from each catchment were aggregated at the zip code level and city level and compared with the clinically reported data using root mean square error to investigate early warning capability of WBE.
findingsBetween April 1, 2020, and March 31, 2021, 1556 wastewater samples were analysed. Most locations showed two waves in viral levels peaking in June, 2020, and December, 2020-January, 2021. An additional wave of viral load was seen in catchments close to Arizona State University (Areas 6 and 7) at the beginning of the fall (autumn) semester in late August, 2020. Additionally, an early infection hotspot was detected in the Town of Guadalupe, Arizona, starting the week of May 4, 2020, that was successfully mitigated through targeted interventions. A shift in early warning potential of WBE was seen, from a leading (mean of 8·5 days [SD 2·1], June, 2020) to a lagging (-2·0 days [1·4], January, 2021) indicator compared with newly reported clinical cases.
interpretationLessons learned from leveraging an existing neighbourhood-level WBE reporting dashboard include: (1) community buy-in is key, (2) public data sharing is effective, and (3) sub-ZIP-code (postal code) data can help to pinpoint populations at risk, track intervention success in real time, and reveal the effect of local clinical testing capacity on WBE's early warning capability. This successful demonstration of transitioning WBE efforts from opioids to COVID-19 encourages an expansion of WBE to tackle newly emerging and re-emerging threats (eg, mpox and polio).
fundingNational Institutes of Health's RADx-rad initiative, National Science Foundation, Virginia G Piper Charitable Trust, J M Kaplan Fund, and The Flinn Foundation.
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