Innervation of orexin/hypocretin neurons by GABAergic, glutamatergic or cholinergic basal forebrain terminals evidenced by immunostaining for presynaptic vesicular transporter and postsynaptic scaffolding proteins
Bibliographic record
Abstract
Orexin/hypocretin (Orx) neurons are critical for the maintenance of waking in association with behavioral arousal and postural muscle tone, since with their loss narcolepsy with cataplexy occurs. Given that basal forebrain (BF) neurons project to the hypothalamus and play important diverse roles in sleep/wake states, we sought to determine whether acetylcholine (ACh), glutamate (Glu), and/or GABA-releasing BF neurons innervate and could thereby differentially regulate the Orx neurons. From discrete injections of biotinylated dextran amine (BDA, 10,000 MW) into the magnocellular preoptic nucleus (MCPO) and substantia innominata (SI) in the rat, BDA-labeled fibers projected to the lateral hypothalamus (LH), perifornical area (PF), and dorsomedial hypothalamus (DMH), where approximately 41%, approximately 11%, and 9% of Orx-positive (+) neurons were respectively contacted in each region. Employing triple fluorescent staining for Orx, BDA, and presynaptic vesicular (V) transporters (T), we found that only 4% of the innervated Orx+ neurons in the LH were contacted by BDA+[VAChT+] terminals, whereas approximately 31% and approximately 67% were respectively contacted by BDA+[VGluT2+] and BDA+[VGAT+] terminals. In 3D-rendered and rotated confocal images, we confirmed the latter contacts and examined staining for postsynaptic proteins PSD-95, a marker for glutamatergic synapses, and gephyrin, a marker for GABAergic synapses, that were located on Orx+ neurons facing BDA-labeled terminals in approximately 20% and approximately 50% of contacts, respectively. With such synaptic input, BF glutamatergic neurons can excite Orx neurons and thus act to maintain behavioral arousal with muscle tone, whereas GABAergic neurons can inhibit Orx neurons and thus promote behavioral quiescence and sleep along with muscle atonia.
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How this classification was reachedexpand
Full frame distilled prediction
Teacher imitationNot calibrated prevalence, not ground truth. Human validation pending. Learned from the 10,348 direct Codex labels and 10,348 direct Gemma labels. Candidate is the union of thresholded teacher heads; consensus is their intersection. These outputs are machine_predicted_unvalidated and are not human labels or direct frontier model labels.
Codex and Gemma teacher scores by category
| Category | Codex | Gemma |
|---|---|---|
| Metaresearch | 0.001 | 0.000 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.001 | 0.000 |
| Bibliometrics | 0.000 | 0.000 |
| Science and technology studies | 0.000 | 0.001 |
| Scholarly communication | 0.000 | 0.000 |
| Open science | 0.001 | 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 teacher head, 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".