Overexpression of rab7 enhances the kinetics of antigen processing and presentation with MHC class II molecules in B cells
Why this work is in the frame
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Bibliographic record
Abstract
rab7 is an intracellular GTPase involved in early to late endosome fusion. By overexpressing rab7 in a B lymphoma we show that the rate of antigen presentation with MHC class II molecules is increased for four different peptide-MHC combinations, under conditions where levels of other components of the antigen-processing pathway remained constant. Resting B cells were shown to express significantly lower levels of rab7 when compared to adherent macrophages or to 'immature' or 'mature' dendritic cells. rab7 expression was up-regulated by stimulation of B cells with lipopolysaccharide or CD40 ligand. Other components of the endocytic pathway were also up-regulated in activated B cells, suggesting that B cell activation leads to a general enlargement of the endocytic compartment, correlating with the increased ability of activated B cells to process antigen. Taken together, our results suggest that rab7 levels regulate the rate of antigen presentation in B cells, and that rab7 and late endocytic compartments are important in MHC class II-restricted antigen presentation in B cells.
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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 it