Genetic structure and transcriptional analysis of the arginine deiminase (ADI) cluster in<i>Lactococcus lactis</i>MG1363
Bibliographic record
Abstract
In a recent proteomic analysis, we showed the overproduction of the ArcA and ArcB proteins in Lactococcus lactis MG1363 at low pH. The corresponding genes belong to the arcABD1C1C2TD2 cluster that encodes components of the arginine deiminase pathway. In this study, we characterized this cluster at the genetic level. Northern blot experiments showed the expression of at least seven transcripts, all induced by acidity. Transcript analysis using 5'RACE PCR (rapid amplification of cDNA ends polymerase chain reaction) in the arcB-arcD1 intergenic region. In silico analysis identified nine stem-loop structures, all located in intergenic regions. Collectively, these data suggest a role for RNA processing and (or) premature termination in the differential expression of genes within the arcABD1C1C2TD2 cluster.
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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".