Mesencephalic astrocyte-derived neurotrophic factor enhances nigral γ-aminobutyric acid release
Bibliographic record
Abstract
Mesencephalic astrocyte-derived neurotrophic factor (MANF) - one of a new class of astrocyte-derived human proteins--selectively promotes the survival of dopamine neurons of the ventral midbrain. Using the whole-cell clamp technique, we looked for acute effects of MANF on gamma-aminobutyric acid type A (GABAA) receptor-mediated inhibitory postsynaptic currents (IPSCs) in dopamine neurons of the substantia nigra pars compacta of 6 to 15-day-old rats. In slices, MANF increased the amplitude of evoked IPSCs and decreased the paired pulse ratio. In mechanically dissociated cells, MANF increased the frequency of spontaneous and miniature IPSCs, without changing their mean amplitudes; and in enzymatically dissociated neurons, MANF had no effect on currents induced by exogenous GABA. The presynaptic enhancement of GABAergic inhibition may contribute to MANF's protective action on dopamine cells.
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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".