Bacterial conjugative transfer: visualization of successful mating pairs and plasmid establishment in live <i>Escherichia coli</i>
Bibliographic record
Abstract
We used the LacO/GFP-LacI system to label and visualize the IncP beta plasmid R751 fluorescently during conjugative transfer between live donor and recipient bacteria. Comparisons of R751 in conjugative and non-conjugative conditions have allowed us to identify key localizations and movements associated with the initiation of conjugative transfer in the donor and the establishment of R751 in the recipient. A survey of successful mating pairs demonstrates that close physical contact between donor and recipient bacteria is required for DNA transfer and that regions of intimate contact can occur at any location on the donor or recipient cell membrane. The transferred DNA is positioned at the characteristic centre or quarter-cell position after conversion to a double-stranded molecule in the recipient cell. Initial duplication of plasmids often results in an asymmetric distribution of plasmid foci. Symmetric localization (either at centre or at 1/4 and 3/4 cell lengths) occurs only after a significant lag, presumably reflecting the time required to synthesize the plasmid-encoded partitioning proteins.
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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 | 0.000 |
| Science and technology studies | 0.000 | 0.000 |
| Scholarly communication | 0.000 | 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".