The antigen-presenting molecule MR1 binds host-generated riboflavin catabolites
Bibliographic record
Abstract
MHC class I-related protein (MR1) presents vitamin B-based antigens (Ags) to mucosal-associated invariant T (MAIT) cells. While microbial riboflavin (RF) precursors are well-documented MR1 ligands, it is unclear whether host-generated RF catabolites influence MR1 immunity. Here, we report that RF catabolites, including 10-formylmethylflavin (FMF), lumichrome, lumiflavin, and alloxazine, bind to MR1 with moderate affinity, while RF itself binds weakly. In contrast to the MR1-upregulating microbial RF precursors, RF catabolites reduced the surface level of MR1 by inducing its retention in the endoplasmic reticulum and inhibiting exit. These RF catabolites weakly competed with vitamin B-based Ags for MR1 binding, thereby selectively inhibiting MAIT activation. The crystal structures of MR1 with RF, FMF, lumiflavin, and lumichrome show binding in the A'-pocket of MR1. Here, lumichrome formed a "flavin bond" covalent interaction with MR1-Lys43 differing from the typical Schiff base. Collectively, we identified three-ringed isoalloxazines that bind MR1 and reduce surface levels, suggesting a potential role in dampening MAIT cell immunity.
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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) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.000 | 0.000 |
| Science and technology studies | 0.001 | 0.001 |
| Scholarly communication | 0.000 | 0.000 |
| Open science | 0.001 | 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".