Central biogenic amine deficiency with concomitant exploratory behavioral deficits in Dnajc12 knock-out mice
Bibliographic record
Abstract
Bi-allelic autosomal recessive pathogenic variants in DNAJC12 lead to a constellation of neurological features, including young-onset Parkinson's disease. DNAJC12 is a co-chaperone for enzymes involved in biogenic amines synthesis. In vitro, we discovered overexpressed DNAJC12 forms a complex with guanine triphosphate cyclohydrolase 1 (GCH1), a rate-limiting enzyme in the synthesis of tetrahydrobiopterin, a cofactor for biogenic amine synthesis. We also confirm DNAJC12's interaction with tyrosine (TH) and tryptophan hydroxylases, paramount for dopamine (DA) and serotonin (5-HT) synthesis. In-vitro knock-down of DNAJC12 with a siRNA destabilizes DNAJC12-TH-GCH1 complex, whereas reciprocal co-overexpression of TH and GCH1 increases endogenous DNAJC12. Dnajc12 knock-out mice (DKO) exhibit reduced exploratory behavior at 3 months of age in open-field testing. In striatal tissue, total DA and 5-HT, and electrically evoked DA release are all reduced, with enhanced phosphorylation of Th at Ser31 and Ser40. DKO mice present models to develop/refine therapeutics approaches for biogenic amines disorders.
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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".