Potential Role of Group IIC-<i>attC</i>Introns in Integron Cassette Formation
Bibliographic record
Abstract
Integrons are natural expression vectors in which gene cassettes are integrated downstream of a promoter region by a site-specific recombinase. Gene cassettes usually consist of a single gene followed by a recombination site designated attC. A major unanswered question is how a gene becomes associated with an attC site. Here, we investigate the potential role of a specific lineage of group IIC introns, named group IIC-attC, in cassette formation. Group IIC-attC introns preferentially target attC while retaining the ability to target transcriptional terminators. We show using a PCR-based mobility assay with Escherichia coli that the S.ma.I2 intron from the genome of a clinical isolate of Serratia marcescens can target both attC site and putative terminator motifs of resistance genes. Quantitative results showed that S.ma.I2 is more efficient in targeting various attC sequences than three group IIC-attC introns (54 to 64% sequence identity) from the genomes of environmental isolates. We also show that purified group IIC-attC intron-encoded reverse transcriptases have both RNA-dependent and DNA-dependent DNA polymerase activities in vitro. These data permit us to suggest a new model for gene cassette formation, in which a group IIC-attC intron targets separately a transcriptional terminator adjoining a gene and an isolated attC, joins the gene and the attC by homologous recombination, and then splices and reverse transcribes a gene-attC RNA template, leading to the formation of a cassette.
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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 | 0.001 | 0.001 |
| Meta-epidemiology (narrow) | 0.001 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.000 | 0.000 |
| Science and technology studies | 0.000 | 0.001 |
| Scholarly communication | 0.001 | 0.001 |
| Open science | 0.000 | 0.000 |
| Research integrity | 0.001 | 0.001 |
| Insufficient payload (model declined to judge) | 0.000 | 0.000 |
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.
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".