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Record W4411978183 · doi:10.1093/ve/veaf033

Analysis of Piscine orthoreovirus genotype 1 genomes collected over a 32-year period (1988–2020) suggests a fitness peak in salmon hosts with minimal evidence for temporal divergence

2025· article· en· W4411978183 on OpenAlex

Why this work is in the frame

A frame that forgets how it found something cannot be audited. These are the routes that admitted this work.

affAt least one author lists a Canadian institution in the pinned OpenAlex snapshot.
fundA Canadian funder is recorded on the work.

Bibliographic record

VenueVirus Evolution · 2025
Typearticle
Languageen
FieldImmunology and Microbiology
TopicAquaculture disease management and microbiota
Canadian institutionsBC Centre for Aquatic Health SciencesFisheries and Oceans Canada
FundersFisheries and Oceans CanadaStrong
KeywordsPeriod (music)GenotypeBiologyDivergence (linguistics)VirologyGenomeVirusGeneticsZoologyEvolutionary biologyGenePhysics

Abstract

fetched live from OpenAlex

Abstract Piscine orthoreovirus genotype-1 (PRV-1) is a double-stranded non-enveloped RNA virus that has two subtypes (PRV-1a and PRV-1b) with members of PRV-1b considered to be more virulent than members of PRV-1a. PRV-1 is commonly found in wild and farmed salmonids of the Northeast Pacific (PRV-1a only), North Atlantic and Chilean waters (PRV-1a and PRV-1b). We are interested in understanding the original source of PRV-1, the timing of its introduction, and the role that salmon farming has in the spread and maintenance of PRV-1 in the Northeast Pacific, as well as in other regions. To this end, we generated 179 concatenated coding genome sequences of PRV-1a from archived/historical, as well as contemporary clinical and environmental samples, collected primarily in the Northeast Pacific. These concatenated genomes, along with 152 concatenated genomes generated using sequences from GenBank, were used to generate Northeast Pacific (n = 302 genomes) and Global (n = 331 genomes) datasets. In both datasets, we found that evidence for a temporal signal is restricted to a single clade from the Northeast Pacific, so conducting divergence time estimations for the entire Northeast Pacific and Global datasets was not undertaken. However, partial PRV-1 sequences obtained from histology samples collected in 1977 show that PRV-1a has been in the Northeast Pacific for at least 47 years, and we propose based on the probability of detection, that it was likely widely distributed at that time. With the exception of a recently introduced genetic variant, WCAN_BC17_AS_2017, PRV-1a variants from the Northeast Pacific form 3 well-supported clades at the genome level. All clades contain sequences from farmed and wild salmon, although one PRV-1 clade was only detected in farmed/wild Pacific salmon and not in farmed Atlantic Salmon. This observation, along with the occurrence of identical PRV-1a genetic variants in wild and farmed fish, provides evidence for transfer between these groups in the Northeast Pacific. Our analysis of the Global dataset identified additional PRV-1 genetic structure in the North Atlantic and Chilean waters and the requirement for additional PRV-1 genomic sequencing from these areas to better understand these relationships. The high level of Global PRV-1 genetic homogeneity at the genome level and the prediction that both PRV-1a and PRV-1b are under strong negative/purifying selection, suggests that PRV-1 is at or near a fitness peak in most host populations. The majority of differences between PRV-1 genetic variants are synonymous mutations. Understanding the extent to which synonymous mutations determine the phenotypes of PRV-1 could help to explain why some genetically similar variants differ in their pathogenicity and virulence.

Fetched live from OpenAlex and de-inverted. Abstracts are not stored in this database: the inverted indexes are 8.6 GB of the frame’s 9.3 GB of text, and the host has 13 GB free.

Full frame distilled prediction

Teacher imitation

Not calibrated prevalence, not ground truth. Human validation pending. Learned from the 10,348 direct Codex labels and 10,348 direct Gemma labels. Candidate is the union of thresholded teacher heads; consensus is their intersection. These outputs are machine_predicted_unvalidated and are not human labels or direct frontier model labels.

metaresearch head score (Codex)0.000
metaresearch head score (Gemma)0.000
Version: codex-gemma-dda1882f352aValidation status: machine_predicted_unvalidated
Candidate categoriesnone
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Observational · Consensus signal: Observational
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.361
Threshold uncertainty score0.838

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0000.000
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0010.000
Bibliometrics0.0010.002
Science and technology studies0.0000.000
Scholarly communication0.0000.000
Open science0.0000.000
Research integrity0.0000.000
Insufficient payload (model declined to judge)0.0000.000

Machine scores (provisional)

The two teacher heads of the student model, read on this work. A score orders the frame for review; it never asserts a category, and the validation status ships verbatim with every row.

Baseline scores from an immature model (maturity gate not passed, 7 training rounds). Scores rank; they never assert a category.

Opus teacher head0.013
GPT teacher head0.271
Teacher spread0.258 · how far apart the two teachers sit on this one work
Validation statusscore_only:v0-immature-baseline · verbatim from the scoring run: score_only means the number may rank works, and no category label ships from it