Hypothesis-free analysis of ATG16L1 demonstrates gene-wide extent of association with Crohn's disease susceptibility
Bibliographic record
Abstract
We read with interest the recent paper by Plantinga et al showing a role for the threonine to alanine (T300A)-variant of ATG16L1 in regulating the expression of ATG16L1 and cytokine production in response to a NOD2-ligand.1 ATG16L1 , notably T300A (rs2241880) in exon 9, was first implicated in Crohn's disease (CD) susceptibility in a non-synonymous single nucleotide polymorphism (SNP) study, followed by a tagging SNP study and regression analysis.2 These authors were unable to demonstrate differences in ATG16L1 expression based on T300A-genotype or intestinal inflammation. ATG16L1 consists of a N-terminal Atg5-interacting domain, a coiled-coil domain (involved in self-dimerisation, containing the T300A variant) and seven WD-domains (putatively interacting with NOD2) at the C-terminus. In ATG16L1-deficient and hypomorphic mice, canonical and bacteria-induced autophagy, Paneth-cell homeostasis and interleukin-1β secretion were dependent on ATG16L1.3 ,4 By contrast, studies focusing on T300A have shown conflicting results.1 , …
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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 | 0.001 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.001 | 0.001 |
| 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 | 0.001 | 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".