Acid β‐glucosidase mutants linked to gaucher disease, parkinson disease, and lewy body dementia alter α‐synuclein processing
Why is this work in the frame?
A frame that forgets how it found something cannot be audited. These are the routes that admitted this work.
Full frame distilled prediction
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.
- Candidate categories
- none
- Consensus categories
- none
- Domain
- Candidate signal: noneConsensus signal: none
- Study design
- Candidate signal: ObservationalConsensus signal: Observational
- Genre
- Candidate signal: EmpiricalConsensus signal: Empirical
- Teacher disagreement score
- 0.133
- Threshold uncertainty score
- 0.726
- Validation status
machine_predicted_unvalidated·codex-gemma-dda1882f352a
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)
Baseline scores from an immature model (maturity gate not passed, 7 training rounds). Scores rank; they never assert a category.
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.
- Teacher spread
- 0.255 · how far apart the two teachers sit on this one work
- Validation status
score_only:v0-immature-baseline· verbatim from the scoring run: score_only means the number may rank works, and no category label ships from it
Abstract
OBJECTIVE: Heterozygous mutations in the GBA1 gene elevate the risk of Parkinson disease and dementia with Lewy bodies; both disorders are characterized by misprocessing of α-synuclein (SNCA). A loss in lysosomal acid-β-glucosidase enzyme (GCase) activity due to biallelic GBA1 mutations underlies Gaucher disease. We explored mechanisms for the gene's association with increased synucleinopathy risk. METHODS: We analyzed the effects of wild-type (WT) and several GBA mutants on SNCA in cellular and in vivo models using biochemical and immunohistochemical protocols. RESULTS: We observed that overexpression of all GBA mutants examined (N370S, L444P, D409H, D409V, E235A, and E340A) significantly raised human SNCA levels to 121 to 248% of vector control (p < 0.029) in neural MES23.5 and PC12 cells, but without altering GCase activity. Overexpression of WT GBA in neural and HEK293-SNCA cells increased GCase activity, as expected (ie, to 167% in MES-SNCA, 128% in PC12-SNCA, and 233% in HEK293-SNCA; p < 0.002), but had mixed effects on SNCA. Nevertheless, in HEK293-SNCA cells high GCase activity was associated with SNCA reduction by ≤32% (p = 0.009). Inhibition of cellular GCase activity (to 8-20% of WT; p < 0.0017) did not detectably alter SNCA levels. Mutant GBA-induced SNCA accumulation could be pharmacologically reversed in D409V-expressing PC12-SNCA cells by rapamycin, an autophagy-inducer (≤40%; 10μM; p < 0.02). Isofagomine, a GBA chaperone, showed a related trend. In mice expressing two D409Vgba knockin alleles without signs of Gaucher disease (residual GCase activity, ≥20%), we recorded an age-dependent rise of endogenous Snca in hippocampal membranes (125% vs WT at 52 weeks; p = 0.019). In young Gaucher disease mice (V394Lgba+/+//prosaposin[ps]-null//ps-transgene), which demonstrate neurological dysfunction after age 10 weeks (GCase activity, ≤10%), we recorded no significant change in endogenous Snca levels at 12 weeks of age. However, enhanced neuronal ubiquitin signals and axonal spheroid formation were already present. The latter changes were similar to those seen in three week-old cathepsin D-deficient mice. INTERPRETATION: Our results demonstrate that GBA mutants promote SNCA accumulation in a dose- and time-dependent manner, thereby identifying a biochemical link between GBA1 mutation carrier status and increased synucleinopathy risk. In cell culture models, this gain of toxic function effect can be mitigated by rapamycin. Loss in GCase activity did not immediately raise SNCA concentrations, but first led to neuronal ubiquitinopathy and axonal spheroids, a phenotype shared with other lysosomal storage disorders.
Fetched live from OpenAlex and de-inverted. Abstracts are not stored in this database: the inverted indexes are 8.6 GB of the frame’s 9.3 GB of text, and the host has 13 GB free.
The record
- Venue
- Annals of Neurology
- Topic
- Lysosomal Storage Disorders Research
- Field
- Medicine
- Canadian institutions
- Ottawa HospitalUniversity of Ottawa
- Funders
- National Institute of Neurological Disorders and StrokeDeutsche ForschungsgemeinschaftNational Institutes of HealthBrigham and Women's HospitalMichael J. Fox Foundation for Parkinson's Research
- Keywords
- Dementia with Lewy bodiesGlucocerebrosidaseMutantHEK 293 cellsBiologyWild typeAlpha-synucleinMolecular biologyParkinson's diseaseCancer researchDementiaDiseaseGeneMedicineGeneticsInternal medicine
- Has abstract in OpenAlex
- yes