Characterization of a Phosphotriesterase-Like Lactonase from <i>Sulfolobus solfataricus</i> and Its Immobilization for Disruption of Quorum Sensing
Bibliographic record
Abstract
SsoPox, a bifunctional enzyme with organophosphate hydrolase and N-acyl homoserine lactonase activities from the hyperthermophilic archaeon Sulfolobus solfataricus, was overexpressed and purified from recombinant Pseudomonas putida KT2440 with a yield of 9.4 mg of protein per liter of culture. The enzyme has a preference for N-acyl homoserine lactones (AHLs) with acyl chain lengths of at least 8 carbon atoms, mainly due to lower K(m) values for these substrates. The highest specificity constant obtained was for N-3-oxo-decanoyl homoserine lactone (k(cat)/K(m) = 5.5 × 10(3) M(-1)·s(-1)), but SsoPox can also degrade N-butyryl homoserine lactone (C(4)-HSL) and N-oxo-dodecanoyl homoserine lactone (oxo-C(12)-HSL), which are important for quorum sensing in our Pseudomonas aeruginosa model system. When P. aeruginosa PAO1 cultures were grown in the presence of SsoPox-immobilized membranes, the production of C(4)-HSL- and oxo-C(12)-HSL-regulated virulence factors, elastase, protease, and pyocyanin were significantly reduced. This is the first demonstration that immobilized quorum-quenching enzymes can be used to attenuate the production of virulence factors controlled by quorum-sensing signals.
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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".