Chondroitin sulfate proteoglycans in demyelinated lesions impair remyelination
Bibliographic record
Abstract
OBJECTIVE: Failure of remyelination is a critical impediment to recovery in multiple sclerosis (MS). Chondroitin sulfate proteoglycans (CSPGs) have been reported to accumulate in MS lesions, and we thus examined the functional roles of CSPGs on oligodendrocyte precursor cells (OPCs), oligodendrocytes, and remyelination. METHODS: We evaluated the expression of CSPGs in lysolecithin-injected mouse spinal cord, an animal model of demyelination and spontaneous remyelination. The functional impact of CSPGs on OPCs and remyelination was investigated using cultured adult murine and human OPCs and by treating demyelinated mice with xyloside to reduce the CSPG deposition that occurred following injury. RESULTS: Early and robust upregulation of CSPGs following lysolecithin-induced demyelination was cleared during remyelination. In culture, CSPGs anchored onto the substratum reduced the adhesion of mouse and human OPCs and their subsequent morphological differentiation into process-bearing oligodendrocytes. Soluble CSPGs added to already adherent OPCs reduced the development of processes, whereas the acquisition of mature myelin proteins was unimpeded. Stripe assays of alternating CSPG and control substrata confirmed the nonpermissive nature of CSPGs for OPC adhesion and morphological differentiation. Enzymatic degradation of CSPGs with chondroitinase ABC was sufficient to overcome CSPG-dependent inhibition of human oligodendrocytes. Finally, in vivo xyloside treatment to reduce CSPG synthesis in lysolecithin-demyelinated mice increased numbers of OPCs and oligodendrocytes in lesions, and culminated in improved remyelination. INTERPRETATION: These results identify CSPGs as a nonpermissive substrate for OPCs and oligodendrocytes, and as a prominent impediment to remyelination. The data suggest the requirement for the neutralization of CSPGs for repair after demyelination.
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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) | 0.001 | 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 | 0.000 |
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".