Enzymes Catalyzing the Early Steps of Clavulanic Acid Biosynthesis Are Encoded by Two Sets of Paralogous Genes in <i>Streptomyces clavuligerus</i>
Bibliographic record
Abstract
Genes encoding the proteins required for clavulanic acid biosynthesis and for cephamycin biosynthesis are grouped into a "supercluster" in Streptomyces clavuligerus. Nine open reading frames (ORFs) associated with clavulanic acid biosynthesis were located in a 15-kb segment of the supercluster, including six ORFs encoding known biosynthetic enzymes or regulatory proteins, two ORFs that have been reported previously but whose involvement in clavulanic acid biosynthesis is unclear, and one ORF not previously reported. Evidence for the involvement of these ORFs in clavulanic acid production was obtained by generating mutants and showing that all were defective for clavulanic acid production when grown on starch asparagine medium. However, when five of the nine mutants, including mutants defective in known clavulanic acid biosynthetic enzymes, were grown in a soy-based medium, clavulanic acid-producing ability was restored. This ability to produce clavulanic acid when seemingly essential biosynthetic enzymes have been mutated suggests that paralogous genes encoding functionally equivalent proteins exist for each of the five genes but that these paralogues are expressed only in the soy-based medium. The five genes that have paralogues encode proteins involved in the early steps of the pathway common to the biosynthesis of both clavulanic acid and the other clavam metabolites produced by this organism. No evidence was seen for paralogues of the four remaining genes involved in late, clavulanic acid-specific steps in the pathway.
Fetched live from OpenAlex and de-inverted. Abstracts are not stored in this database: the inverted indexes are 8.6 GB of the frame’s 9.3 GB of text, and the host has 13 GB free.
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) | 0.001 | 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".