Myelin debris clearance during Wallerian degeneration in the goldfish visual system
Bibliographic record
Abstract
We have examined the clearance of myelin debris from the visual pathways of the goldfish during Wallerian degeneration. Both the rate and pattern of myelin disappearance from the optic nerve and tract were determined using immunohistochemistry on frozen sections, as well as plastic sections and electron microscopy. Animals with and without regenerating optic axons were examined in order to determine whether the axons play a role in myelin clearance. We found that myelin is cleared at different rates along the visual paths. Thus, virtually all myelin debris is gone in the optic tract and distal optic nerve stump by 4 weeks after surgery, while in the cranial nerve segment, myelin clearance is still incomplete at 6 weeks postoperative. These temporal and spatial patterns of myelin clearance are the same in animals with and without regenerating axons, thus indicating that growing axons do not influence this process. Finally, ultrastructural observations revealed that both astrocytes and microglia participate in phagocytosing myelin debris in the optic nerve, while in the tract, the vast majority of debris is removed by microglia alone. These data are discussed with regard to possible mechanisms controlling the differential expression of myelin clearance. J. Neurosci. Res. 59:47–62, 2000 © 2000 Wiley-Liss, Inc.
Fetched live from OpenAlex and de-inverted. Abstracts are not stored in this database: the inverted indexes are 8.6 GB of the frame’s 9.3 GB of text, and the host has 13 GB free.
How this classification was reachedexpand
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 | 0.003 | 0.001 |
| 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 | 0.001 | 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 itClassification
machine, unvalidatedMachine predicted; a candidate call from one teacher head, 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".