Pyruvate Dehydrogenase Deficiency Presenting as Intermittent Isolated Acute Ataxia
Bibliographic record
Abstract
OBJECTIVE: The aim of this study is to report and emphasize unusual presentations of pyruvate dehydrogenase (PDH) deficiency (OMIM 312170). METHODS: PDH activity and PDHA1 gene were studied in two siblings presenting with intermittent ataxia in childhood. Similar presentations in reported PDH-deficient patients were searched for using the Medline database. RESULTS: Both patients had PDH deficiency caused by a new mutation (G585C) in the PDHA1 gene, which is predicted to replace a highly conserved glycine at codon 195 by alanine. Although this mutation lies within the thiamine pyrophosphate binding domain, there was no thiamine responsiveness IN VIVO. The patients presented recurrent episodes of acute isolated ataxia in infancy. Both had normal blood and CSF lactate levels. Although symptoms initially resolved between episodes during the first decade, both patients subsequently worsened and developed progressive and severe encephalopathy, leading to death in their twenties. The spectrum of intermittent presentations in PDH deficiency includes episodic ataxia, intermittent peripheral weakness, recurrent dystonia and extrapyramidal movement disorders. CONCLUSIONS: PDH deficiency should be considered in patients with unexplained intermittent and recurrent acute neurological symptoms. Long-term prognosis and outcome remain uncertain. PDH deficiency can occur even with normal CSF lactate concentration.
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How this classification was reachedexpand
Full frame machine prediction
Teacher imitationNot calibrated prevalence, not ground truth. Human validation pending. The Gemma side is a direct model label for every work in the frame, read from the title-only record. The Codex side is a classifier learned from the 10,348 direct Codex labels and calibrated to design-weighted sample rates; fields without enough sample support carry no Codex call. Candidate is the union of the two sides; consensus is their intersection. These outputs are machine_predicted_unvalidated and are not human labels.
Distilled classifier scores by category (both heads)
| Category | Codex | Gemma |
|---|---|---|
| Metaresearch | 0.000 | 0.002 |
| Meta-epidemiology (narrow) | 0.001 | 0.000 |
| Meta-epidemiology (broad) | 0.001 | 0.000 |
| Bibliometrics | 0.001 | 0.001 |
| Science and technology studies | 0.001 | 0.001 |
| Scholarly communication | 0.001 | 0.001 |
| Open science | 0.000 | 0.001 |
| Research integrity | 0.001 | 0.001 |
| Insufficient payload (model declined to judge) | 0.003 | 0.001 |
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 source (direct Gemma or distilled Codex), 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".