Dysregulated NOX1-NOS2 activity as hallmark of ileitis in mice
Bibliographic record
Abstract
Inflammation of the ileum, or ileitis, is commonly caused by Crohn's disease (CD) but can also accompany ulcerative colitis (backwash ileitis), infections or drug-related damage. Oxidative tissue injury triggered by reactive oxygen species (ROS) is considered part of the ileitis etiology. However, not only elevated ROS but also permanently decreased ROS are associated with inflammatory bowel disease (IBD). While very early onset IBD (VEO-IBD) is associated with a spectrum of NOX1 variants, how NOX1 inactivation contributes to disease development remains ill-defined. Besides propagating signaling responses, NOX1 provides superoxide for peroxynitrite formation in the epithelial barrier. Here we report that NOX4, an H 2 O 2 -generating NADPH oxidase with documented tissue protective effects in the intestine and other tissues, limits the generation of ileal peroxynitrite by NOX1/NOS2. Deletion of NOX4 leads to persistent peroxynitrite excess, hyperpermeability, villus blunting, muscular hypertrophy, chemokine/cytokine upregulation and dysbiosis. Conversely, SAMP1/YitFc mice, a CD-like ileitis model, showed age-dependent NOX1/NOS2 downregulation preventing ileal peroxynitrite formation in homeostasis and LPS-induced acute inflammation. Deficiency in NOX1 correlated with the upregulation of antimicrobial peptides, suggesting that ileal peroxynitrite acts as chemical barrier and microbiota modifier in the ileum.
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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) | 0.001 | 0.000 |
| Bibliometrics | 0.000 | 0.001 |
| Science and technology studies | 0.000 | 0.000 |
| Scholarly communication | 0.000 | 0.000 |
| Open science | 0.000 | 0.000 |
| Research integrity | 0.001 | 0.001 |
| Insufficient payload (model declined to judge) | 0.002 | 0.002 |
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".