Positioned to inhibit: Netrin‐1 and netrin receptor expression after spinal cord injury
Why this work is in the frame
A frame that forgets how it found something cannot be audited. These are the routes that admitted this work.
Bibliographic record
Abstract
Netrin-1 regulates axon extension during embryonic development and is expressed by neurons and myelinating oligodendrocytes in the adult CNS. To investigate the potential role of netrin-1 after spinal cord injury, we examined the expression of netrin-1 and netrin receptors after sagittal myelotomy in adult rats. This lesion targets spinal commissural projections, which respond to netrin-1 during development. Netrin-1 mRNA and protein levels were dramatically reduced at the site of injury and reduced expression persisted for at least 7 months. Neither netrin-1 protein nor mRNA was associated with the glial scar, but netrin-1 was expressed by neurons and oligodendrocytes immediately adjacent to the lesion. The post-injury distribution detected is similar to that reported for myelin-associated inhibitors of axon regeneration, such as Nogo, and is distinct from the distribution of inhibitors associated with a glial scar. DCC and UNC-5 homologue (UNC5H) expression also was reduced after injury. Although UNC5H levels recovered, DCC expression at the site of injury remained approximately 50% of pre-injury values at 7 months. Increased UNC5H immunoreactivity was associated with fibers in the superficial layers of the dorsal horn and in fibers located in white matter adjacent to the lesion. The dominant expression of UNC5H on axons and neurons in the spinal cord after injury and the persistent expression of netrin-1 by oligodendrocytes surrounding the lesion are consistent with the hypothesis that netrin-1 is a myelin-associated inhibitor of axonal regeneration after spinal cord injury.
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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 | 0.002 | 0.002 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.001 | 0.002 |
| Science and technology studies | 0.001 | 0.000 |
| Scholarly communication | 0.000 | 0.001 |
| Open science | 0.001 | 0.000 |
| Research integrity | 0.000 | 0.001 |
| 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