Serotonin innervation of human basal ganglia
Bibliographic record
Abstract
This study aimed to provide a first detailed description of the serotonin (5-hydroxytryptamine, 5-HT) innervation of the human basal ganglia under nonpathological conditions. We applied an immunohistochemical approach to postmortem human brain material with antibodies directed against the 5-HT transporter and the 5-HT-synthesizing enzyme (tryptophane hydroxylase) to visualize 5-HT axons and cell bodies, respectively. Adjacent sections were immunostained for tyrosine hydroxylase to compare the distribution of 5-HT axons with that of dopamine axons. Human basal ganglia are innervated by 5-HT axons that emerge chiefly from the dorsal and, less abundantly, from the median raphe nuclei. These axons form thick ascending fascicles that fragment themselves as they penetrate the decussation of the superior cerebellar peduncle. They regroup within the ventral tegmental area and ascend along the medial forebrain bundle, immediately beneath the dopamine ascending fibers. At regular intervals along their course, 5-HT axons detach themselves from the medial forebrain bundle and sweep laterally to arborize within all basal ganglia components, where they display highly variable densities and patterns of innervation. The substantia nigra is the most densely innervated component of the basal ganglia, whereas the caudate nucleus is more heterogeneously innervated than the putamen and pallidum. The subthalamic nucleus harbors 5-HT-immunoreactive fibers that display a mediolateral-decreasing gradient. The fact that all components of human basal ganglia receive a dense 5-HT input indicates that, in concert with dopamine, 5-HT plays a crucial role in the functional organization of these motor-related structures, which are often targeted in neurodegenerative diseases.
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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 | 0.000 | 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 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".