Epigenomic regulation of human oligodendrocyte myelination properties – relation to age and lineage
Bibliographic record
Abstract
Abstract Multiple sclerosis (MS) is characterized by immune-mediated injury to myelin and oligodendrocytes (OLs). Repair depends on the ability of OL lineage cells to form new myelin and ensheathe axons. We previously showed that late progenitors (O4+A2B5+ cells) and mature human OLs exhibit age-related differences in ensheathment capacity and vulnerability to injury. Here, we test the hypothesis that differences in chromatin accessibility and specific histone marks may underlie transcriptional differences linked to these functional responses. Confocal imaging of cultured cells revealed higher levels of the transcriptionally permissive histone marks H3K27ac and H4K8ac in pediatric than adult derived late progenitors and mature OLs. Levels were higher in adult-derived progenitors versus mature cells from the same individuals. The majority of pathways and genes related to myelination and immune interactions were downregulated in adult cell samples when compared to pediatric samples. Analysis of publicly available datasets indicated that the chromatin accessibility for genes within these categories was more restricted in adult than pediatric OLs. There was less chromatin accessibility and lower H3K27ac chromatin occupancy also in more differentiated OL compared to progenitors. The levels of the transcriptionally repressive H3K27me3 histone mark in mature OLs were enriched in genomic regions encoding for transcriptional inhibitors of myelination and related signaling pathways, as compared to early progenitors. Restrictions in chromatin accessibility were more pronounced in human cells than in mouse cells. These results link the myelination capacity and immune-mediated injury susceptibility of human OLs to their epigenomic state, raising the issue of how epigenetic modulation could influence disease progression. Significance Statement Neurological disability in multiple sclerosis reflects a balance between the extent of tissue injury and repair. Human oligodendrocytes display distinct donor age- and maturity stage-related epigenomic profiles, which may influence both their myelination potential and vulnerability to immune-mediated injury. Our results emphasize that epigenomic status, particularly chromatin accessibility and specific histone modifications (H3K27ac and H3K27me3), may underlie these functional capacities. Thus, therapeutic strategies aimed at epigenomic modulation must be carefully considered, due to their net effect on these competing processes—promoting myelin repair while potentially altering susceptibility to further damage—to achieve beneficial clinical outcomes.
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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 | 0.001 | 0.001 |
| 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) | 0.002 | 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".