Evidence map›Paper›PMID 41491012›Full record

ArticleScientific reports2026

High prevalence of tomato brown rugose fruit virus in domestic wastewater as a potential viral indicator for treatment systems.

Lin Li, Majid Khan, Laura Haak, Subhash C Verma, Krishna Pagilla

Abstract read
In one paragraph

Article in Scientific reports, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 1 paper.

0numbers the graph read from it
0cells of the map it votes in
1citing papers in PubMed
–field-weighted citation impact
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

1 citing paper in PubMed.

  1. Review
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

5 authors.

Lin LiDepartment of Civil and Environmental Engineering MS258, University of Nevada, 1664 N. Virginia Street, Reno, NV, 89557, USA.
Majid KhanDepartment of Microbiology and Immunology, Reno School of Medicine MS320 , University of Nevada, Reno, NV, 89557, USA.
Laura HaakDepartment of Civil and Environmental Engineering MS258, University of Nevada, 1664 N. Virginia Street, Reno, NV, 89557, USA.
Subhash C VermaDepartment of Microbiology and Immunology, Reno School of Medicine MS320 , University of Nevada, Reno, NV, 89557, USA.
Krishna PagillaDepartment of Civil and Environmental Engineering MS258, University of Nevada, 1664 N. Virginia Street, Reno, NV, 89557, USA. pagilla@unr.edu.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Waterborne pathogenic viruses present a critical public health challenge, particularly in potable water reuse systems where stringent safety standards must be met. Achieving the necessary Log Reduction Values (LRVs) for viruses in water treatment remains difficult due to their low prevalence and high detection limits. This study investigated tomato brown rugose fruit virus (ToBRFV) as a novel viral indicator to assess advanced treatment efficacy of advanced treatment systems in achieving target Log10 Reduction Values (LRVs) for pathogenic viruses. Over 13 months, wastewater samples from the Reno-Sparks Metropolitan Region (Nevada, USA) were analyzed using metagenomics and RT-qPCR to compare ToBRFV, pepper mild mottle virus (PMMoV), and MS2 bacteriophage. Results demonstrated that ToBRFV was consistently detected at high concentrations across all samples, exhibiting minimal seasonal variability. In contrast, PMMoV showed moderate fluctuations, while MS2 was detected at lower levels. The robustness and stability of ToBRFV suggest it could serve as a reliable indicator for verifying LRVs in potable reuse systems, complementing existing methods. Additionally, its plant-based origin reduces human health risks during handling. These findings support ToBRFV’s potential to enhance treatment monitoring and public health safeguards. Further research should validate its applicability across diverse geographic and climatic conditions, as well as its correlation with enteric virus removal, to optimize water reuse frameworks.

Indexed as

Solanum lycopersicumTobamovirusWastewaterWater PurificationLevivirusMetagenomicsWater MicrobiologyWastewaterHigh concentrationLow seasonal variabilityPMMoVPotable water reuseToBRFVViral indicator

Identifiers

PMID41491012
PMCPMC12867968

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Registered trials

None linked

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.