Telocytes link epithelial nutrient sensing with amplification of the ILC2-tuft cell circuit
Bibliographic record
Abstract
Abstract Group 2 innate lymphocytes (ILC2s) are prevalent in small intestine but engagement of type 2 immunity during basal processes are incompletely described. Thymic stromal lymphopoietin (TSLP), a cytokine implicated in ILC2 activation, was constitutively expressed in villus telocytes and crypt-associated trophocytes, specialized fibroblasts that sustain epithelial identity. Feeding increased TSLP and induced ILC2 type 2 cytokines that were attenuated by deletion of TSLP in PDGFRα + stromal cells or TSLP receptor on ILC2s. Mouse and human telocytes expressed receptors for glucagon-like peptide-2 (GLP-2), which is released by enteroendocrine cells (EECs) after eating. GLP-2 induced intestinal TSLP, TSLP-dependent ILC2 cytokine production, and tuft cell hyperplasia. The telocyte-alarmin relay couples EEC nutrient detection with amplification of a tuft cell chemosensory circuit that diversifies surveillance of ingested cargo. One-Sentence Summary Intestinal telocyte TSLP relays signals from enteroendocrine cells to ILC2s to amplify the tuft cell circuit in response to feeding.
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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 | 0.001 | 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 | 0.000 |
| Open science | 0.001 | 0.001 |
| 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; 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".