Multidrug resistant phenotype of <i>Bacillus subtilis</i> spontaneous mutants isolated in the presence of puromycin and lincomycin
Bibliographic record
Abstract
Spontaneous mutants were isolated by growing Bacillus subtilis 168 in the presence of high concentrations of puromycin and lincomycin. These mutants showed increased resistance to several drugs other than these two drugs. The ImrAB genes, which encode a transcriptional repressor and a drug efflux protein of the major facilitator superfamily, were involved in this phenotype. Northern hybridization analysis showed that the expression of ImrAB gene increased more than 30-fold. The following two types of mutations were found to be responsible for the multidrug resistant phenotype: (i) a nucleotide replacement in the region between the promoter and initiation codon of ImrA and (ii) nucleotide replacements that resulted in amino acid replacements in the LmrA protein. The results indicate that LmrB is a multidrug resistant protein and that LmrA is a repressor, which autogenously represses the transcription of the ImrAB operon.
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How this classification was reachedexpand
Full frame distilled prediction
Teacher imitationNot 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.
Codex and Gemma teacher scores by category
| Category | Codex | Gemma |
|---|---|---|
| Metaresearch | 0.000 | 0.000 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.000 | 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 | 0.000 |
| 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 teacher head, 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".