Galanin-mediated anxiolytic effect in rat central amygdala is not a result of corelease from noradrenergic terminals
Bibliographic record
Abstract
Galanin is colocalized extensively with norepinephrine in brain. Although this suggests possible activity-dependent neurotransmitter interactions, the functional significance of such colocalization remains elusive. Previously, we showed that enhancing stress-activation of the noradrenergic system by yohimbine pretreatment released galanin in central amygdala, attenuating the anxiety-like behavioral response to stress on the elevated plus-maze. The present study was conducted to determine, in this context, whether galanin was indeed coreleased from noradrenergic terminals, or instead from another galanin afferent or local stress-responsive galanin neurons in the amygdala. In experiment 1, galanin-mediated anxiolytic effects on the plus-maze following yohimbine + stress were unaltered by lesioning the noradrenergic innervation of central amygdala. In experiment 2, combining immunohistochemistry and in situ hybridization, galanin neurons specifically activated by yohimbine + stress treatment were found only in the locus coeruleus and intraamygdalar bed nucleus of the stria terminalis, adjacent to central amygdala. In experiment 3, retrograde tracing combined with in situ hybridization revealed few if any galanin cells projecting to central amygdala in locus coeruleus or nucleus tractus solitarius, sources of noradrenergic innervation. Indeed, few retrogradely-labeled galanin neurons were observed anywhere in the brain, including a small number in the intraamygdalar bed nucleus. Together, these results suggest that stress following yohimbine may have induced galanin release from an afferent to central amygdala originating in the bed nucleus, or from local neurons in the intraamygdalar bed nucleus, but that anxiolytic effects exerted by galanin in this context of elevated noradrenergic activity were not the result of corelease from noradrenergic terminals innervating central amygdala.
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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 | 0.001 |
| Insufficient payload (model declined to judge) | 0.002 | 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".