Contributions of two UDP-glucose dehydrogenases to viability and polymyxin B resistance of Burkholderia cenocepacia
Bibliographic record
Abstract
Burkholderia cenocepacia is highly resistant to antimicrobial peptides and we hypothesized that the conversion of UDP-glucose to UDP-glucuronic acid, a reaction catalysed by the enzyme UDP-glucose dehydrogenase (Ugd) would be important for this resistance. The genome of B. cenocepacia contains three predicted ugd genes: ugd(BCAL2946), ugd(BCAM0855) and ugd(BCAM2034), all of which were individually inactivated. Only inactivation of ugd(BCAL2946) resulted in increased sensitivity to polymyxin B and this sensitivity could be overcome when either ugd(BCAL2946) or ugd(BCAM0855) but not ugd(BCAM2034) was expressed from plasmids. The growth of a conditional ugd(BCAL2946) mutant, created in the Deltaugd(BCAM0855) background, was significantly impaired under non-permissive conditions. Growth could be rescued by either ugd(BCAL2946) or ugd(BCAM0855) expressed in trans, but not by ugd(BCAM2034). Biochemical analysis of the purified, recombinant forms of Ugd(BCAL2946) and Ugd(BCAM0855) revealed that they are soluble homodimers with similar in vitro Ugd activity and comparable kinetic constants for their substrates UDP-glucose and NAD(+). Purified Ugd(BCAM2034) showed no in vitro Ugd activity. Real-time PCR analysis showed that the expression of ugd(BCAL2946) was 5.4- and 135-fold greater than that of ugd(BCAM0855) and ugd(BCAM2034), respectively. Together, these data indicate that the combined activity of Ugd(BCAL2946) and Ugd(BCAM0855) is essential for the survival of B. cenocepacia but only the most highly expressed ugd gene, ugd(BCAL2946), is required for polymyxin B resistance.
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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 | 0.001 |
| 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".