Characterization and Distribution of Colonic Dendritic Cells in Crohn’s Disease
Bibliographic record
Abstract
Dendritic cells (DCs) are thought to play an important role in the pathogenesis of autoimmune inflammation, including Crohn's disease (CD). We investigated the distribution and state of maturation of DCs in the colon in relation to the severity of inflammation and therapy. Using archival specimens from colonic resections in 19 pediatric patients with CD and 14 controls, we identified and characterized the DCs within the lamina propria, submucosa, and muscularis compartments using morphologic and quantitative immunohistochemical methods. The distribution of CD11c+CD83+CD68+DC-SIGN+ and immature CD11c+CD83-CD68-DC-SIGN+ DCs within the different compartments varied according to the presence or absence of CD as well as to the severity of inflammation and systemic corticoid treatment. Immature DCs were only found in non-inflamed control colonic tissue. Marked reductions (60% and 30%) in total CD11c and CD83 DC numbers were observed in CD tissue samples compared with controls (P < 0.05). CD samples from patients on corticosteroid therapy were significantly more depleted than in tissue from untreated patients or those on other drugs. Colonic tissue with severe inflammation had reduced numbers of CD11c+ and CD83+ DCs in the lamina propria and submucosal compartments (80% and 76% for CD11c; 75% and 76% for CD83, respectively, P < 0.05), with a concomitant increase (525% for CD11c and 700% for CD83 P < 0.05) of DCs in the muscularis compartment, compared to moderately inflamed and non-inflamed CD tissue. Our data suggest that an imbalance in intestinal DC subpopulations may play a role in the initiation and/or the maintenance of chronic inflammation in CD. Corticosteroid therapy is associated with colonic DC depletion.
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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) | 0.000 | 0.000 |
| Bibliometrics | 0.000 | 0.000 |
| 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".