Evidence map›Paper›PMID 41171482›Full record

ArticleFood and environmental virology2025

Correlation Between Infectivity and qRT-PCR Values for Murine Norovirus Recovered from Frozen Berries.

Daniel Plante, Julio Alexander Bran Barrera, Maude Lord, Jennifer Harlow, Irène Iugovaz, Neda Nasheri

Abstract readEvaluation Study
In one paragraph

Article in Food and environmental virology, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 2 papers.

0numbers the graph read from it
0cells of the map it votes in
2citing 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

2 citing papers in PubMed.

  1. Article
  2. Article
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

6 authors.

Daniel PlanteMicrobiology Laboratory, Regulatory Operations and Enforcement Branch, Health Canada, 1001 St-Laurent Street West, Longueuil, QC, J4K 1C7, Canada.
Julio Alexander Bran BarreraMicrobiology Laboratory, Regulatory Operations and Enforcement Branch, Health Canada, 1001 St-Laurent Street West, Longueuil, QC, J4K 1C7, Canada.
Maude LordMicrobiology Laboratory, Regulatory Operations and Enforcement Branch, Health Canada, 1001 St-Laurent Street West, Longueuil, QC, J4K 1C7, Canada.
Jennifer HarlowNational Food Virology Reference Centre, Bureau of Microbial Hazards, Food Directorate, Health Canada, 251 Sir Frederick Banting Driveway, Ottawa, ON, K1A 0K9, Canada.
Irène IugovazMicrobiology Laboratory, Regulatory Operations and Enforcement Branch, Health Canada, 1001 St-Laurent Street West, Longueuil, QC, J4K 1C7, Canada.
Neda NasheriNational Food Virology Reference Centre, Bureau of Microbial Hazards, Food Directorate, Health Canada, 251 Sir Frederick Banting Driveway, Ottawa, ON, K1A 0K9, Canada. neda.nasheri@hc-sc.gc.ca.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Human norovirus (HuNoV) is the leading cause of acute gastroenteritis globally, with frozen berries frequently implicated in foodborne outbreaks. Current surveillance relies on quantitative reverse transcription PCR (qRT-PCR), which cannot differentiate between infectious and non-infectious viral particles, complicating risk assessment. This study is aimed to establish the minimum viral load on frozen berries detectable by qRT-PCR that corresponds to infectious virus, using murine norovirus (MNV) as a surrogate for HuNoV. Frozen raspberries were artificially inoculated with serial dilutions of MNV (7.1-1.0 log PFU/25 g) and processed using the ISO 15216:2017 method. Infectious virus was quantified by plaque assay, and viral RNA was detected by qRT-PCR. The limit of detection (LOD) for cell culture was 3.1 log PFU/25 g, whereas qRT-PCR extended sensitivity to 1.0 log PFU/25 g (Ct value at 36.7 ± 0.6), representing a 2-log difference. Recovery rates for infectious virus exceeded the ISO 15,216 minimum threshold (1%), and PCR inhibition was negligible. We next examined the extraction efficiency for both infectious MNV and its genetic material from frozen strawberries at inoculation levels higher than the LOD, and observed that the viral recovery from frozen strawberries is very similar to viral recovery from frozen raspberries with no significant differences between them. The disparity between LODs indicates that a substantial proportion of MNV genomes detected by qRT-PCR do not represent infectious particles, aligning with previous findings that one PFU may correspond to multiple genome copies. Given that many surveillance studies report high Ct values (> 35), our data suggest that such detections may not indicate viable virus, underscoring the importance of contextualizing qRT-PCR results with epidemiological evidence. These findings highlight the need for cautious interpretation of surveillance data, particularly for public health decision-making.

Indexed as

Frozen FoodsFruitNorovirusReal-Time Polymerase Chain ReactionRubusAnimalsFood ContaminationHumansMiceRNA, ViralRNA, ViralFrozen berriesInfectivity assayNorovirusqRT-PCR

Identifiers

PMID41171482
PMCPMC12578771

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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.