The cholinergic gene locus in amphioxus: Molecular characterization and developmental expression patterns
Bibliographic record
Abstract
The cholinergic gene locus (CGL), consisting of the vesicular acetylcholine transporter (VAChT)/choline acetyltransferase (ChAT) gene, encodes two specific cholinergic neuronal markers used extensively to study cholinergic transmission. In the present work, we isolated the amphioxus homologs of VAChT and ChAT and examined their expression during development. Analysis of the 5' untranslated region of VAChT and ChAT suggests that the splicing of the VAChT/ChAT mRNA has been evolutionarily conserved in amphioxus and mammals. By double whole-mount in situ hybridization, we demonstrate that VAChT and ChAT are coexpressed in the same cells. They are first expressed in four pairs of differentiating cells in the neural plate. Their later expression is primarily in the anterior nerve cord in several types of motoneurons, some of the interneurons and in the receptor cells of the larval ocellus.
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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 | 0.001 | 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".