Evidence map›Paper›PMID 42018090›Full record

ArticleBrazilian journal of microbiology : [publication of the Brazilian Society for Microbiology]2026

Wastewater-based surveillance of norovirus GI and GII: Comparative performance of commercial and in-house RT-qPCR Assays.

Renato Becho Moura, André Vinicius Costa Ribeiro, Mateus de Souza Mello, Camille Ferreira Mannarino, Fábio Correia Malta, Fernando César Ferreira, Tulio Machado Fumian, Marize Pereira Miagostovich

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In one paragraph

Article in Brazilian journal of microbiology : [publication of the Brazilian Society for Microbiology], 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Not yet cited in PubMed.

0numbers the graph read from it
0cells of the map it votes in
0citing papers in PubMed
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1 · What the graph read from it

What it found

Each row is one number read from the abstract, on the scale the paper reported it, with its interval. Left of the dashed line favours the treatment, right favours the comparator. Under each row is the sentence it came from. New to these charts? A ten-minute tutorial.

The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.

2 · The registry

The trial behind it

Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.

Neither the registry nor the abstract names a trial number. If this is a trial report, that itself is worth knowing.

3 · Its place in the literature

Who cites it

0 citing papers in PubMed.

No citing paper in PubMed yet.

4 · The record

Corrections and comments

PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.

5 · Who and what money

Authors and funding

8 authors.

Renato Becho Moura *Post-graduate Program in Public Health and Environment of the Sergio Arouca National School of Public Health (ENSP), Oswaldo Cruz Foundation (Fiocruz), Rio de Janeiro, RJ, Brazil.
André Vinicius Costa Ribeiro *Department of Sanitation and Environmental Health, Sergio Arouca National School of Public Health (ENSP), Fiocruz, Rio de Janeiro, RJ, Brazil. andre.ribeiro@fiocruz.br.ORCID http://orcid.org/0000-0003-0779-1653
Mateus de Souza MelloLaboratory of Comparative and Environmental Virology, Oswaldo Cruz Institute (IOC), Fiocruz, Rio de Janeiro, RJ, Brazil.
Camille Ferreira MannarinoLaboratory of Comparative and Environmental Virology, Oswaldo Cruz Institute (IOC), Fiocruz, Rio de Janeiro, RJ, Brazil.
Fábio Correia MaltaLaboratory of Comparative and Environmental Virology, Oswaldo Cruz Institute (IOC), Fiocruz, Rio de Janeiro, RJ, Brazil.
Fernando César FerreiraLaboratory of Comparative and Environmental Virology, Oswaldo Cruz Institute (IOC), Fiocruz, Rio de Janeiro, RJ, Brazil.
Tulio Machado FumianLaboratory of Comparative and Environmental Virology, Oswaldo Cruz Institute (IOC), Fiocruz, Rio de Janeiro, RJ, Brazil.
Marize Pereira MiagostovichLaboratory of Comparative and Environmental Virology, Oswaldo Cruz Institute (IOC), Fiocruz, Rio de Janeiro, RJ, Brazil.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Noroviruses, the leading cause of nonbacterial acute gastroenteritis outbreaks, are widely detected in wastewater worldwide and reflect community-level viral circulation. These RNA viruses exhibit high mutation and recombination rates, favoring the emergence of novel variants with epidemiological relevance. In this study, wastewater-based epidemiology was applied to monitor the circulation of norovirus genogroups GI and GII in raw sewage samples collected biweekly throughout 2024 from a wastewater treatment plant serving the Metropolitan Region of Rio de Janeiro, Brazil. In parallel, the analytical performance of a commercial RT-qPCR kit was evaluated in comparison with an in-house RT-qPCR protocol for norovirus detection and quantification. A total of 24 samples were concentrated by ultracentrifugation, and viral nucleic acids were extracted using the Quick-DNA/RNA™ Viral MagBead kit. Norovirus GI and GII were detected and quantified using both the IBMP Biomol Rotavirus and Norovirus Kit and in-house assays. The IBMP kit showed higher detection rates for GI (54.2%) and GII (100%) compared with the in-house protocol (20.9% and 70.8%, respectively), as well as higher median viral concentrations for both genogroups. [GI (5.8 ± 0.7 vs. 4.8 ± 0.2 log10 gc µL-1) and GII (7.1 ± 0.7 vs. 6.6 ± 0.8 log10 gc µL-1)]. Molecular characterization based on partial ORF1 (RdRp) and ORF2 (VP1) regions identified genotypes GII.17[P17], GI.3[P3], and GI.3[P13], indicating the environmental circulation of globally disseminated strains previously associated with outbreaks. Overall, these findings support the applicability of wastewater-based surveillance for monitoring norovirus genotype circulation and highlight the usefulness of a commercial RT-qPCR assay for sensitive detection and quantification of noroviruses in environmental samples.

Indexed as

NorovirusReal-Time Polymerase Chain ReactionWastewaterBrazilCaliciviridae InfectionsGastroenteritisGenotypeHumansRNA, ViralSewageRNA, ViralSewageWastewaterNorovirus GINorovirus GIIRaw sewageWastewater treatment plant

Identifiers

PMID42018090
PMCPMC13103175

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Registered trials

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Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the OpenQuestion graph.