Biophysical characterization of 21.5-kDa myelin basic protein (MBP) and the effects of zinc on its structure
Bibliographic record
Abstract
Myelin Basic Protein (MBP) is a highly abundant protein in central nervous system (CNS) myelin that has a critical role in its proper formation and functioning. The 21.5-kDa isoform of MBP has been shown to be selectively imported into the nucleus of myelin-producing cells, oligodendrocytes, and may be involved in signaling pathways that affect the formation and recovery of CNS myelin. The first step in understanding potential nuclear binding partners of 21.5-kDa MBP is to characterize the structure of the protein. In this study, circular dichroism and fluorescence spectroscopy were used to analyze the structure of 21.5-kDa rmMBP (recombinant murine MBP) in vitro in the presence and absence of Zn2+, an abundant trace metal in CNS myelin that has been suggested to affect MBP structure. Fluorescence spectroscopy with a probe for hydrophobic protein regions showed that Zn2+ may affect the conformation of 21.5-kDa MBP in aqueous solution. Keywords: myelin basic protein (MBP); intrinsically-disordered protein; circular dichroism; fluoresence spectroscopy
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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 | 0.000 | 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) | 0.000 | 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 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".