Isolation and Characterization of vB_PagP-SK1, a T7-Like Phage Infecting <i>Pantoea agglomerans</i>
Bibliographic record
Abstract
Background:Pantoea is a genus within the Enterobacterales whose members encompass free-living and host-associated lifestyles. Despite our growing understanding of the role of mobile genetic elements in the biology, ecology, and evolution of this bacterial group, few Pantoea bacteriophages have been identified and characterized. Materials and Methods:A bacteriophage that could infect Pantoea agglomerans was isolated from barnyard soil. We used electron microscopy and complete genome sequencing to identify the viral family, and evaluated its host range across 10 different Pantoea species groups using both bacterial lawn and phage lawn assays. The latter assays were carried out using a scalable microplate assay to increase throughput and enable spectrophotometric quantitation. We also performed a phylogenetic analysis to determine the closest relatives of our phage. Results:Phage vB_PagP-SK1 belongs to the genus Teseptimavirus of the Podoviridae family in the order Caudovirales. The 39,938 bp genome has a modular structure with early, middle, and late genes, along with the characteristic direct terminal repeats of 172 bp. Genome composition and synteny were similar to that of the Erwinia amylovora phage, vB_EamP-L1, with the exception of a few loci that are most similar to genes of phage infecting other members of the Enterobacteriaceae. A total of 94 Pantoea strains were surveyed and vB_PagP-SK1 was found to infect 15 Pantoea strains across three species, predominantly P. agglomerans, along with one Erwinia billingiae strain. Conclusions:vB_PagP-SK1 belongs to the Teseptimavirus genus and has a host range that spans multiple species groups, and is most closely related to the E. amylovora phage, vB_EamP-L1. The presence of xenologous genes in its genome indicates that the genome is a mosaic of multiple Teseptimavirus phages that infect members of the Enterobacteriaceae.
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How this classification was reachedexpand
Full frame machine prediction
Teacher imitationNot calibrated prevalence, not ground truth. Human validation pending. The Gemma side is a direct model label for every work in the frame, read from the title-only record. The Codex side is a classifier learned from the 10,348 direct Codex labels and calibrated to design-weighted sample rates; fields without enough sample support carry no Codex call. Candidate is the union of the two sides; consensus is their intersection. These outputs are machine_predicted_unvalidated and are not human labels.
Distilled classifier scores by category (both heads)
| Category | Codex | Gemma |
|---|---|---|
| Metaresearch | 0.000 | 0.000 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.001 | 0.001 |
| Science and technology studies | 0.000 | 0.000 |
| Scholarly communication | 0.001 | 0.000 |
| Open science | 0.000 | 0.000 |
| Research integrity | 0.000 | 0.001 |
| Insufficient payload (model declined to judge) | 0.001 | 0.001 |
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.
score_only:v0-immature-baseline · verbatim from the scoring run: score_only means the number may rank works, and no category label ships from itClassification
machine, unvalidatedMachine predicted; a candidate call from one source (direct Gemma or distilled Codex), not a consensus.
How this classification was reached, model by model and score by score, is at the end of the page under "How this classification was reached".