Interplay of enzymatic and structural functions of Ca<scp>MKII</scp> in long‐term potentiation
Bibliographic record
Abstract
/CaM-dependent protein kinase II (CaMKII) has been one of the most extensively studied components of the molecular machinery that regulate plasticity. This unique dodecameric kinase complex plays pivotal roles in LTP by phosphorylating substrates through elaborate regulatory mechanisms, and is known to be both necessary and sufficient for LTP. In addition to acting as a kinase, CaMKII has been postulated to have structural roles because of its extraordinary abundance and diverse interacting partners. It now is becoming clear that these two functions of CaMKII cooperate closely for the induction of both functional and structural synaptic plasticity of dendritic spines. Because of its extraordinary abundance within neuronal cells, calmodulin kinase CaMKII has been believed to act as a structural protein as well as an enzyme during synaptic plasticity. In this review, we summarized studies in CaMKII field and provide an insight into how enzymatic and structural functions of CaMKII cooperate with each other for long-term potentiation (LTP) in neurons. This article is part of a mini review series: "Synaptic Function and Dysfunction in Brain Diseases".
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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) | 0.001 | 0.000 |
| Bibliometrics | 0.001 | 0.001 |
| Science and technology studies | 0.000 | 0.000 |
| Scholarly communication | 0.001 | 0.001 |
| Open science | 0.000 | 0.000 |
| Research integrity | 0.001 | 0.001 |
| Insufficient payload (model declined to judge) | 0.002 | 0.002 |
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".