Patient-derived <i>phosphoribosyl pyrophosphate synthetase</i> mutations in <i>Drosophila</i> result in autophagy and lysosome dysfunction
Bibliographic record
Abstract
Abstract Phosphoribosyl pyrophosphate synthetase (PRPS) is a rate-limiting enzyme in nucleotide metabolism. While missense mutations of PRPS1 have been identified in neurological disorders such as Arts syndrome, little is known on how they contribute to pathogenesis. We engineered Drosophila PRPS ( dPRPS ) alleles that carry patient-derived PRPS missense mutations. Although dPRPS mutant flies develop normally, they have profound defects in autophagy induction and lysosome function. Consequently, dPRPS flies are sensitive to nutrient deprivation as they are unable to break down lipid storage by macroautophagy. In addition, we provide evidence showing that dRPPS is required for proper cellular response to oxidative stress, providing a possible mechanism by which PRPS1 dysfunction contributes to neurological 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) | 0.001 | 0.001 |
| 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 | 0.001 |
| Research integrity | 0.001 | 0.001 |
| 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".