The Pseudomonas aeruginosa PhoP-PhoQ Two-Component Regulatory System Is Induced upon Interaction with Epithelial Cells and Controls Cytotoxicity and Inflammation
Bibliographic record
Abstract
The adaptation of Pseudomonas aeruginosa to its environment, including the host, is tightly controlled by its network of regulatory systems. The two-component regulatory system PhoPQ has been shown to play a role in the virulence and polymyxin resistance of P. aeruginosa as well as several other Gram-negative species. Dysregulation of this system has been demonstrated in clinical isolates, yet how it affects virulence of P. aeruginosa is unknown. To investigate this, an assay was used whereby bacteria were cocultured with human bronchial epithelial cells. The interaction of wild-type (WT) bacteria that had adhered to epithelial cells led to a large upregulation of the expression of the oprH-phoP-phoQ operon and its target, the arn lipopolysaccharide (LPS) modification operon, in a PhoQ-dependent manner, compared to cells in the supernatant that had failed to adhere. Relative to the wild type, a phoQ mutant cocultured on epithelial cells produced less secreted protease and lipase and, like the phoQ mutant, piv, lipH, and lasB mutants demonstrated reduced cytotoxicity toward epithelial cells. Mutation in phoQ also resulted in alterations to lipid A and to increased inflammatory LPS. These data indicate that mutation of phoQ results in a phenotype that is similar to the less virulent but more inflammatory phenotype of clinical strains isolated from chronic-stage cystic fibrosis lung infections.
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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".