Induction of inducible nitric oxide synthase: a protective mechanism in colitis-induced adenocarcinoma
Bibliographic record
Abstract
A close association between inflammatory bowel disease (IBD) and increased risk of developing adenocarcinoma exists. Moreover, chronic induction of high levels of nitric oxide (NO) produced from inducible nitric oxide synthase (iNOS) is a consistent observation in IBD. In this study we made interleukin-10/inducible nitric oxide synthase double-deficient (IL-10(-/-)/iNOS(-/-)) mice and studied the development of adenocarcinoma. Mice >6 months of age were compared with healthy wild-type (WT) controls. Inflammation was assessed using macroscopic/histological scores and myeloperoxidase activity as an indication of granulocyte infiltration. Mucosal polyps were scored macroscopically and hyperproliferation was quantified by 5-bromo-2-deoxyuridine immunohistochemistry. Dysplastic changes were assessed histologically based on cytologic and architectured atypia as well as the presence of submucosal invasion. The p53 and beta-catenin messenger RNA mRNA and protein expression were assessed using real-time polymerase chain reaction and immunohistochemistry, respectively. Inflammatory indices were significantly elevated in interleukin-10-deficient (IL-10(-/-)) over WT and not significantly different from IL-10(-/-)/iNOS(-/-) mice. The incidence of mucosal polyps was similar between IL-10(-/-) (79%) and IL-10(-/-)/iNOS(-/-) (83%) mice; however, significantly higher numbers of polyps were observed in the absence of iNOS (P < 0.05). Hyperproliferation was noted in both groups. Signs of dysplasia and submucosal invasion were significantly higher in IL-10(-/-)/iNOS(-/-) compared with IL-10(-/-) mice (P < 0.05). No significant increase in p53 and beta-catenin mRNA levels was observed in IL-10(-/-) over WT mice; however, a 2-fold (P = 0.06) and 3-fold (P < 0.05) increase, respectively, was noted in IL-10(-/-)/iNOS(-/-) mice. Our data suggest exposure to chronic NO limits abnormal p53 and beta-catenin expression and reduces incidence of adenocarcinoma in IL-10(-/-) mice.
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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 | 0.001 | 0.001 |
| Science and technology studies | 0.000 | 0.000 |
| Scholarly communication | 0.000 | 0.000 |
| Open science | 0.000 | 0.000 |
| Research integrity | 0.000 | 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".