<i>Pseudomonas aeruginosa</i> O‐antigen chain length is determined before ligation to lipid A core
Bibliographic record
Abstract
Pseudomonas aeruginosa is a Gram-negative opportunistic pathogen that infects immunocompromised patients and trauma victims and causes fatal lung infections in people with cystic fibrosis. This microorganism produces a number of virulence factors, one of which is lipopolysaccharide (LPS), which has been shown to mediate many biological effects including resistance to serum killing and phagocytosis. These biological activities have been correlated to the length of the O-polysaccharide and its distribution on the outer membrane. Wzz is responsible for regulation of the size distribution of the O-antigen. Wzz has been found to participate solely in the Wzy-dependent pathway for LPS biosynthesis, which produces heteropolymeric O-polysaccharide such as the B-band LPS of P. aeruginosa. Our laboratory has previously reported characterization of a Wzz protein encoded in the B-band O-antigen biosynthesis cluster of PAO1. The availability of the genome sequence of P. aeruginosa PAO1 has made it possible to identify a second functional Wzz protein (PA0938, Wzz2). Gene replacement was used to generate an unmarked wzz2delta knock-out and a wzz2delta/wzz1::Gm double knock-out. As expected, the wzz2delta strain produced LPS with modal length imparted by Wzz1, and the wzz2delta/wzz1::Gm strain produced LPS O-antigen with a non-modal (random) length. Both wzz1 and wzz2 from P. aeruginosa PAO1 were cloned and expressed with an N-terminal His6 tag. His6-Wzz1 and His6-Wzz2 were purified to near homogeneity by immobilized metal affinity chromatography (IMAC). These preparations were used to develop specific polyclonal antibodies against each of the proteins. In vivo protein cross-linking followed by Western immunoblotting indicated that Wzz1 forms dimers whereas Wzz2 forms octamers. By generation of a wzz2delta/rmlC double mutant and analysis of the LPS, we have made the novel observation that polymerization of modal chain length-distributed O-antigen occurred before ligation to the lipid A core. We have shown an association between the Wzz proteins and O-antigen polymer chains using immunoprecipitation with anti-O5 O-antigen monoclonal antibody MF15-4. Both Wzz1 and Wzz2 could be co-precipitated with O5 polymer.
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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 | 0.001 | 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".