Cocaine‐ and amphetamine‐regulated transcript is increased in Huntington disease
Bibliographic record
Abstract
Weight loss and anxiety frequently occur in individuals with Huntington's disease (HD) but the underlying mechanisms are not well-understood. Peptides produced in the hypothalamus are involved in regulating energy homeostasis and emotion. Recent data suggest that changes in neuropeptide levels may be reflected in the cerebrospinal fluid (CSF), and could therefore serve as biomarkers for HD. Cocaine- and amphetamine-regulated transcript (CART) is a neuropetide expressed in several brain regions such as the hypothalamus, amygdala, and hippocampus. CART has been shown to increase anxiety and reduce food intake in rodents by as yet unknown mechanisms. Individuals with a CART mutation exhibit increased anxiety. In cross-sectional CSF samples from HD patients (n = 39), we found that levels of CART peptide were significantly increased by 23% compared to control subjects (n = 28). Increased CART levels in HD therefore hold promise as a biomarker as well as a potential pathogenic mediator of symptoms.
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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".