TSLP links intestinal nutrient sensing with amplification of the ILC2–tuft cell circuit
Bibliographic record
Abstract
Group 2 innate lymphocytes (ILC2s) are prevalent in small intestine but their role during homeostasis is unclear. Here we show that thymic stromal lymphopoietin (TSLP)-a cytokine implicated in ILC2 activation-is expressed constitutively in subepithelial fibroblasts, including telocytes and crypt-associated trophocytes, which are specialized fibroblasts necessary to sustain epithelial identity. Feeding increases TSLP and induces ILC2 type 2 cytokines that are attenuated by deletion of TSLP in fibroblasts or TSLP receptor on ILC2s. Both mouse and human intestinal fibroblasts express receptors for glucagon-like peptide-2 (GLP-2)-an intestinotrophic growth factor released by enteroendocrine cells following food intake. GLP-2 promotes intestinal TSLP in mouse and human intestinal fibroblasts, and TSLP-dependent ILC2 activation and tuft cell hyperplasia in mice, thus linking nutrient detection with ILC2-mediated amplification of the tuft cell chemosensory circuit that promotes epithelial surveillance of ingested cargo.
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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 | 0.001 |
| Science and technology studies | 0.000 | 0.001 |
| Scholarly communication | 0.000 | 0.000 |
| Open science | 0.000 | 0.000 |
| Research integrity | 0.001 | 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".