Characterization of <scp><i>H</i></scp><i>elicobacter pylori</i> <scp>HP</scp>0231 (<scp>DsbK</scp>): role in disulfide bond formation, redox homeostasis and production of <scp><i>H</i></scp><i>elicobacter</i> cystein‐rich protein <scp>HcpE</scp>
Bibliographic record
Abstract
Helicobacter pylori is a human gastric pathogen that colonizes ∼ 50% of the world's population. It can cause gastritis, gastric or duodenal ulcers and also gastric cancer. The numerous side effects of available treatments and the emergence of antibiotic resistant strains are severe concerns that justify further research into H. pylori's pathogenic mechanisms. H. pylori produces secreted proteins that may play a role in virulence, including the Helicobacter cysteine-rich protein HcpE (aka HP0235). We demonstrate herein that HcpE is secreted in the culture supernatant both as a soluble protein and in association with outer membrane vesicles. We show that the structure of HcpE comprises an organized array of disulfide bonds. We identify DsbK (aka HP0231) as a folding factor necessary for HcpE production and secretion in H. pylori and show that recombinant DsbK can interact with and refold unprocessed, reduced HcpE in vitro. These experiments highlight the first biologically relevant substrate for DsbK. Furthermore, we show that DsbK has disulfide bond (Dsb) forming activity on reduced lysozyme and demonstrate a DsbA-type of activity for DsbK upon expression in E. coli, despite its similarity with DsbG. Finally, we show a role of DsbK in maintaining redox homeostasis in H. pylori.
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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 | 0.003 | 0.010 |
| Meta-epidemiology (narrow) | 0.002 | 0.002 |
| Meta-epidemiology (broad) | 0.004 | 0.001 |
| Bibliometrics | 0.002 | 0.003 |
| Science and technology studies | 0.000 | 0.002 |
| Scholarly communication | 0.000 | 0.001 |
| Open science | 0.001 | 0.001 |
| Research integrity | 0.002 | 0.002 |
| 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; both teacher heads agree on what is shown here.
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".