ArticleThe Journal of infection2024
Revealing patterns of SARS-CoV-2 variant emergence and evolution using RBD amplicon sequencing of wastewater.
Article in The Journal of infection, 2024. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 11 papers.
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Who cites it
11 citing papers in PubMed.
- A Wastewater-based Modeling Framework for Inferring Norovirus Transmission Dynamics.Environmental science & technology · 2026Article
- Detection, persistence, and rising prevalence of oncogenic viruses revealed by wastewater metagenomics.Applied and environmental microbiology · 2026Article
- Statewide multi-year wastewater sequencing reveals dual origins of HIV-1 signal.Nature communications · 2026Article
- An integrated framework for early detection and transmissibility assessment of emerging variants in wastewater.International journal of hygiene and environmental health · 2026Article
- First Detection of Xylazine in Texas Wastewater and Its Association with Fentanyl Use.ACS ES&T water · 2026Article
- Natural Selection-Guided ACE2-Targeted Molecular Imaging: A New Paradigm for PET Tracer Development.Chemical & biomedical imaging · 2026Article
- SARS-CoV-2 wastewater genomic surveillance: approaches, challenges, and opportunities.Genome biology · 2026Review
- Comprehensive wastewater genomic surveillance in the Netherlands: insights into country-wide SARS-CoV-2 lineage dynamics and implications for future surveillance.BMC public health · 2025Article
- Wastewater Sequencing Reveals Persistent Circulation and Rising Prevalence of Several Oncogenic Viruses Across Texas.medRxiv : the preprint server for health sciences · 2025Article
- RBD Amplicon Sequencing and Evolutionary Analysis of SARS-CoV-2 Variants from Wastewater Samples.Methods in molecular biology (Clifton, N.J.) · 2025Article
- Turning analysis into action: opportunities and challenges in implementing wastewater science for public health decision-making.Frontiers in public health · 2025Article
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Authors and funding
13 authors.
Funding
Abstract
objectivesRapid evolution of SARS-CoV-2 has resulted in the emergence of numerous variants, posing significant challenges to public health surveillance. Clinical genome sequencing, while valuable, has limitations in capturing the full epidemiological dynamics of circulating variants in the general population. This study aimed to monitor the SARS-CoV-2 variant community dynamics and evolution using receptor-binding domain (RBD) amplicon sequencing of wastewater samples.
methodsWe sequenced wastewater from El Paso, Texas, over 17 months, compared the sequencing data with clinical genome data, and performed biodiversity analysis to reveal SARS-CoV-2 variant dynamics and evolution.
resultsWe identified 91 variants and observed waves of dominant variants transitioning from BA.2 to BA.2.12.1, BA.4&5, BQ.1, and XBB.1.5. Comparison with clinical genome sequencing data revealed earlier detection of variants and identification of unreported outbreaks. Our results also showed strong consistency with clinical data for dominant variants at the local, state, and national levels. Alpha diversity analyses revealed significant seasonal variations, with the highest diversity observed in winter. By segmenting the outbreak into lag, growth, stationary, and decline phases, we found higher variant diversity during the lag phase, likely due to lower inter-variant competition preceding outbreak growth.
conclusionsOur findings underscore the importance of low transmission periods in facilitating rapid mutation and variant evolution. Our approach, integrating RBD amplicon sequencing with wastewater surveillance, demonstrates effectiveness in tracking viral evolution and understanding variant emergence, thus enhancing public health preparedness.
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