Bibliographic record
Abstract
The Slit family (Slit1-3) of secreted glycoproteins and their cognate Roundabout family (Robo1-4) of transmembrane receptors provide important repulsive signals to guide cell migration during development and postnatal life. The dynamic regulation of Slit/Robo signaling is poorly understood in vertebrates. In this study, we identified a novel role for endocytosis in regulating Slit2 /Robo1 expression. Using heterologous expression systems, Slit2 was found be endocytosed in a Robo1-dependent manner and subsequently degraded in the lysosome, while Robo1 was found to be primarily recycled. An AP-2 consensus binding site, which mediates clathrin-dependent endocytosis, was identified in the Robo1 cytoplasmic tail and found to be required for Slit2 down-regulation and Slit2-induced endocytosis of Robo1. Preliminary data suggests that Slit2-induced endocytosis of Robo1 may be required for downstream signaling. These findings have important implications for how Slit/Robo signaling may be dynamically regulated during cell migration.
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How this classification was reachedexpand
Full frame machine prediction
Teacher imitationNot calibrated prevalence, not ground truth. Human validation pending. The Gemma side is a direct model label for every work in the frame, read from the title-only record. The Codex side is a classifier learned from the 10,348 direct Codex labels and calibrated to design-weighted sample rates; fields without enough sample support carry no Codex call. Candidate is the union of the two sides; consensus is their intersection. These outputs are machine_predicted_unvalidated and are not human labels.
Distilled classifier scores by category (both heads)
| 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 | 0.001 | 0.001 |
| Open science | 0.000 | 0.000 |
| Research integrity | 0.000 | 0.000 |
| Insufficient payload (model declined to judge) | 0.001 | 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 source (direct Gemma or distilled Codex), 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".