The <scp><i>C</i></scp><i>ampylobacter jejuni</i> <scp>CprRS</scp> two‐component regulatory system regulates aspects of the cell envelope
Bibliographic record
Abstract
Campylobacter jejuni is a leading cause of food-borne gastroenteritis in humans. It lives commensally in the gastrointestinal tract of animals, and tolerates variable conditions during transit/colonization of susceptible hosts. The C. jejuni CprRS two-component system contains an essential response regulator (CprR), and deletion of the cprS sensor kinase enhances biofilms. We sought to identify CprRS-regulated genes and better understand how the system affects survival. Expression from the cprR promoter was highest during logarithmic growth and dependent on CprS. CprR(D52A) did not support viability, indicating that CprR phosphorylation is essential despite the dispensability of CprS. We identified a GTAAAC consensus bound by the CprR C-terminus; the Asp52 residue of full-length CprR was required for binding, suggesting phosphorylation is required. Transcripts differing in expression in ΔcprS compared with wildtype (WT) contained a putative CprR binding site upstream of their promoter region and encoded htrA (periplasmic protease upstream of cprRS) and peb4 (SurA-like chaperone). Consistent with direct regulation, the CprR consensus in the htrA promoter was bound by CprR(CTD). Finally, ΔhtrA formed enhanced biofilms, and ΔcprS biofilms were suppressed by Mg(2+). CprRS is the first C. jejuni regulatory system shown to control genes related to the cell envelope, the first line of interaction between pathogen and changing environments.
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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 | 0.001 | 0.001 |
| Meta-epidemiology (narrow) | 0.001 | 0.000 |
| Meta-epidemiology (broad) | 0.001 | 0.000 |
| Bibliometrics | 0.000 | 0.001 |
| Science and technology studies | 0.000 | 0.001 |
| Scholarly communication | 0.000 | 0.000 |
| Open science | 0.002 | 0.001 |
| 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".