Loss of Necdin impairs myosin activation and delays cell polarization
Why this work is in the frame
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Bibliographic record
Abstract
NDN is one of several genes inactivated in Prader-Willi syndrome (PWS), a developmental disorder characterized by obesity, hypotonia, and developmental delay. We demonstrate that loss of Necdin in murine and human fibroblasts impairs polarity initiation through a Cdc42-myosin-dependent pathway, thereby reducing cell migration. We identified defective polarization in both primary neuron cultures and in the developing limb in Ndn-null mice. Ndn-null neurons fail to activate myosin light chain and display defective polarization with respect to a brain-derived neurotrophic factor gradient. Pax3+ muscle progenitors in Ndn-null developing forelimbs display defective polarization, do not adequately migrate into the dorsal limb bud, and extensor muscles are consequently smaller. These results provide strong evidence that Necdin is a key protein regulating polarization of the cytoskeleton during development. Furthermore, this is the first demonstration of a cellular defect in PWS and suggests a novel molecular mechanism to explain neurological and muscular pathophysiologies in PWS.
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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