Identification of nine novel arylsulfatase a (ARSA) gene mutations in patients with metachromatic leukodystrophy (MLD)
Bibliographic record
Abstract
Metachromatic leukodystrophy (MLD) is a rare autosomal recessive disorder caused by mutations of the arylsulfatase A (ARSA) gene. We have investigated more than fifty MLD patients using allele-specific PCR assays to detect the pseudodeficiency (PD) allele and several common MLD mutations, followed by comprehensive nucleotide sequencing of the ARSA gene to detect rare or private mutations. Here we report the identification of nine novel microlesions in the ARSA gene: five missense mutations (c.464C>T, c.542T>A, c.916T>C, c.973G>A, c.1286A>C), three frameshift mutations (c.205_206delTG, c.489_495del, c.1483_1486dup), and one splice donor site mutation (c.973+1G>A). Comprehensive mutation detection has facilitated carrier detection and prenatal diagnosis for several at-risk MLD families.
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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 | 0.001 |
| 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".