Crohn disease<i><i>ATG16L1</i></i>polymorphism increases susceptibility to infection with<i><i>Helicobacter pylori</i></i>in humans
Why this work is in the frame
A frame that forgets how it found something cannot be audited. These are the routes that admitted this work.
Bibliographic record
Abstract
Autophagy plays key roles both in host defense against bacterial infection and in tumor biology. Helicobacter pylori (H. pylori) infection causes chronic gastritis and is the single most important risk factor for the development of gastric cancer in humans. Its vacuolating cytotoxin (VacA) promotes gastric colonization and is associated with more severe disease. Acute exposure to VacA initially triggers host autophagy to mitigate the effects of the toxin in epithelial cells. Recently, we demonstrated that chronic exposure to VacA leads to the formation of defective autophagosomes that lack CTSD/cathepsin D and have reduced catalytic activity. Disrupted autophagy results in accumulation of reactive oxygen species and SQSTM1/p62 both in vitro and in vivo in biopsy samples from patients infected with VacA(+) but not VacA(-) strains. We also determined that the Crohn disease susceptibility polymorphism in the essential autophagy gene ATG16L1 increases susceptibility to H. pylori infection. Furthermore, peripheral blood monocytes from individuals with the ATG16L1 risk variant show impaired autophagic responses to VacA exposure. This is the first study to identify both a host autophagy susceptibility gene for H. pylori infection and to define the mechanism by which the autophagy pathway is affected following H. pylori infection. Collectively, these findings highlight the synergistic effects of host and bacterial autophagy factors on H. pylori pathogenesis and the potential for subsequent cancer susceptibility.
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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 | 0.000 |
| 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 | 0.000 |
| Scholarly communication | 0.000 | 0.001 |
| Open science | 0.000 | 0.000 |
| Research integrity | 0.000 | 0.001 |
| Insufficient payload (model declined to judge) | 0.000 | 0.001 |
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 it