PAK3 controls the tangential to radial migration switch of cortical interneurons by coordinating changes in cell shape and polarity
Bibliographic record
Abstract
SUMMARY During the embryonic development, cortical interneurons migrate a long distance tangentially and then re-orient radially to settle in the cortical plate where they contribute to cortical circuits. Migrating interneurons express PAK3, a p21-activated kinase that switches between active and inactive states and controls interneuron migration by unknown mechanism(s). Here we examined the role of the kinase activity of PAK3 to regulate the migration of cortical interneurons. We showed that interneurons expressing a constitutively active PAK3 mutant (PAK3-ca) oriented preferentially radially in the cortex, extended short leading processes and exhibited unstable polarity. On the contrary, interneurons expressing an inactive PAK3 mutant (PAK3-kd for kinase dead) extended branched leading processes, showed directed nuclear movements and remained in the tangential pathways. Results showed that PAK3 kinase activity controls the switch between the tangential and radial modes of migration of cortical interneurons and identified myosin 2B as an effector of this switch.
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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 | 0.000 | 0.000 |
| Open science | 0.000 | 0.000 |
| Research integrity | 0.000 | 0.000 |
| Insufficient payload (model declined to judge) | 0.001 | 0.001 |
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".