And Yet it is Modified—Holding a Candle to the Dark Matter of White Matter
Bibliographic record
Abstract
The multilamellar membrane myelin sheath of the CNS, that enwraps axons to facilitate saltatory conduction in higher vertebrates, is held together by myelin basic protein (MBP). Yet this generalization masks how enigmatic MBP is, much like cosmological "dark matter." First, the casual use of the singular form for "protein" distracts that there are multiple, developmentally regulated "classic" splice isoforms ranging from 14 to 21.5 kDa, each with extensive PTMs. Second, the static image of MBP adhering two cytoplasmic leaflets of the oligodendrocyte membrane together in close apposition, suggests it to be inaccessible to modifying enzymes. And yet it is modified (to paraphrase Galileo's phrase on the earth's motion). In this issue of Proteomics, Sarg et al. apply an integrated CE-MS approach to investigate the PTMs of 18.5 kDa MBP from mouse brains of different ages. They identify new sites and types of modification, as well as confirming previously known PTMs. Innovative tools for unraveling the intricacies of the myelin basic proteome and how it organizes CNS myelin (much like basic histones organize chromatin), will help us understand white matter development and plasticity in health, during ageing, and in demyelinating diseases such as multiple sclerosis.
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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 | 0.000 | 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 | 0.001 | 0.001 |
| 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".