Motor Neuron Involvement in Two <scp> <i>ATP13A2</i> </scp> ‐Related Families: <scp>ALS</scp> And <scp>HSP</scp> ‐Like Phenotypes
Bibliographic record
Abstract
BACKGROUND: Mutations in the ATP13A2 gene have been implicated in various neurodegenerative disorders, including Kufor-Rakeb syndrome (KRS), neuronal ceroid lipofuscinosis (NCL), hereditary spastic paraplegia (HSP), and amyotrophic lateral sclerosis (ALS). This report presents two Iranian families with ATP13A2 variants exhibiting atypical features of KRS. CASES: We highlight four patients from two consanguineous Iranian families with mutations in the ATP13A2 gene presenting with variable features of motor neuron disease as well as juvenile-onset parkinsonism, and cognitive decline. The onset of symptoms ranged from 11 to 29 years, with initial manifestations including gait disturbance, postural instability, and cognitive impairment. As the disease progressed, patients developed a range of neurological signs, such as dystonia, spasticity, and dysarthria. CONCLUSION: This report expands the phenotypic spectrum of ATP13A2-related disorders, highlighting the potential overlap of symptoms associated with KRS, ALS, and HSP.
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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 | 0.005 | 0.033 |
| Meta-epidemiology (narrow) | 0.001 | 0.001 |
| Meta-epidemiology (broad) | 0.002 | 0.000 |
| Bibliometrics | 0.001 | 0.002 |
| Science and technology studies | 0.000 | 0.001 |
| Scholarly communication | 0.000 | 0.001 |
| Open science | 0.001 | 0.001 |
| Research integrity | 0.001 | 0.003 |
| 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".