Metabotropic Glutamate Receptors: Gatekeepers of Homeostasis
Bibliographic record
Abstract
The capacity to appropriately respond to physiological challenges or perturbations in homeostasis is a requisite for survival. It is becoming increasingly clear that long-lasting alterations in synaptic efficacy are a fundamental mechanism for modifying neuroendocrine and autonomic output. We review recent advances in our understanding of plasticity at glutamate synapses onto magnocellular neurones (MNCs) in the paraventricular and supraoptic nuclei of the hypothalamus, with a focus on the contributions of metabotropic glutamate receptors (mGluRs) to long-lasting modifications in synaptic efficacy. Special attention is paid to the role of presynaptic mGluRs as gatekeepers for metaplasticity and regulation of body fluid homeostasis. The work highlighted here provides insight into the synaptic mechanisms that couple MNC activity to physiological states.
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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 | 0.002 |
| Science and technology studies | 0.000 | 0.001 |
| Scholarly communication | 0.001 | 0.002 |
| Open science | 0.001 | 0.001 |
| Research integrity | 0.001 | 0.001 |
| Insufficient payload (model declined to judge) | 0.002 | 0.004 |
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".