ArticlePathogens (Basel, Switzerland)2021
Monitoring the Circulation of SARS-CoV-2 Variants by Genomic Analysis of Wastewater in Marseille, South-East France.
Article in Pathogens (Basel, Switzerland), 2021. 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, 34 citations in OpenAlex.
- SARS-CoV-2 wastewater genomic surveillance: approaches, challenges, and opportunities.Genome biology · 2026Review
- Long-Term Sewage Survey of SARS-CoV-2, Influenza A and Respiratory Syncytial Virus (RSV), and Correlation to Human Cases in a City with One Million Inhabitants.Microorganisms · 2025Article
- Early detection of emerging SARS-CoV-2 Variants from wastewater through genome sequencing and machine learning.Nature communications · 2025Article
- A scoping review of global SARS-CoV-2 wastewater-based epidemiology in light of COVID-19 pandemic.Heliyon · 2024Article
- Real-time evaluation of signal accuracy in wastewater surveillance of pathogens with high rates of mutation.Scientific reports · 2024Article
- Article
- Sequencing of SARS-CoV-2 RNA Fragments in Wastewater Detects the Spread of New Variants during Major Events.Microorganisms · 2023Article
- Structured Ethical Review for Wastewater-Based Testing in Support of Public Health.Environmental science & technology · 2023Article
- Structured Ethical Review for Wastewater-Based Testing.medRxiv : the preprint server for health sciences · 2023Article
- Simple Wastewater Preparation Protocol Applied to Monitor the Emergence of the Omicron 21L/BA.2 Variant by Genome Sequencing.Viruses · 2023Article
- Comprehensive mutation profiling from wastewater in southern Germany extends evidence of circulating SARS-CoV-2 diversity beyond mutations characteristic for Omicron.FEMS microbes · 2023Article
- VirPool: model-based estimation of SARS-CoV-2 variant proportions in wastewater samples.BMC bioinformatics · 2022Article
- A State-of-the-Art Scoping Review on SARS-CoV-2 in Sewage Focusing on the Potential of Wastewater Surveillance for the Monitoring of the COVID-19 Pandemic.Food and environmental virology · 2022Article
- MixviR: an R Package for Exploring Variation Associated with Genomic Sequence Data from Environmental SARS-CoV-2 and Other Mixed Microbial Samples.Applied and environmental microbiology · 2022Article
- Wastewater research and surveillance: an ethical exploration.Environmental science : water research & technology · 2022Review
- Wastewater Sequencing-An Innovative Method for Variant Monitoring of SARS-CoV-2 in Populations.International journal of environmental research and public health · 2022Review
- Long term detection and quantification of SARS-CoV-2 RNA in wastewater in Bahrain.Journal of hazardous materials advances · 2022Article
- Article
- SARS-CoV-2 Whole-Genome Sequencing Using Oxford Nanopore Technology for Variant Monitoring in Wastewaters.Frontiers in microbiology · 2022Article
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11 authors at 1 institution in 1 country.
Funding
Abstract
The monitoring of SARS-CoV-2 RNA in sewage has been proposed as a simple and unbiased means of assessing epidemic evolution and the efficiency of the COVID-19 control measures. The past year has been marked by the emergence of variants that have led to a succession of epidemic waves. It thus appears that monitoring the presence of SARS-CoV-2 in wastewater alone is insufficient, and it may be important in the future to also monitor the evolution of these variants. We used a real-time RT-PCR screening test for variants in the wastewater of our city to assess the effectiveness of direct SARS-CoV-2 sequencing from the same wastewater. We compared the genome sequencing results obtained over the large RS network and the smaller B7 network with the different distributions of the variants observed by RT-PCR screening. The prevalence of the "UK variant" in the RS and B7 networks was estimated to be 70% and 8% using RT-PCR screening compared to 95% and 64% using genome sequencing, respectively. The latter values were close to the epidemiology observed in patients of the corresponding area, which were 91% and 58%, respectively. Genome sequencing in sewage identified SARS-CoV-2 of lineage B.1.525 in B7 at 27% (37% in patients), whereas it was completely missed by RT-PCR. We thus determined that direct sequencing makes it possible to observe, in wastewater, a distribution of the variants comparable to that revealed by genomic monitoring in patients and that this method is more accurate than RT-PCR. It also shows that, rather than a single large sample, it would be preferable to analyse several targeted samples if we want to more appropriately assess the geographical distribution of the different variants. In conclusion, this work supports the wider surveillance of SARS-CoV-2 variants in wastewater by genome sequencing and targeting small areas on the condition of having a sequencing capacity and, when this is not the case, to developing more precise screening tests based on the multiplexed detection of the mutations of interest.
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