Identification of novel potentially causative RYR1 variants in individuals with malignant hyperthermia susceptibility
Bibliographic record
Abstract
Malignant Hyperthermia Susceptibility (MHS) is a pharmacogenetic disorder triggered by volatile anesthetics and muscle relaxants, leading to a hypermetabolic reaction in skeletal muscle that can be fatal if untreated. Diagnosis relies on an in vitro contracture test (IVCT) on muscle biopsy and/or genetic testing for pathogenic variants in the RYR1 gene, which accounts for most cases; less frequently, variants are found in CACNA1S and STAC3. However, unlike the IVCT, genetic testing is limited by the large number of RYR1 variants classified as of uncertain significance (VUS), preventing it from fully replacing the IVCT. We report data from 250 MHS individuals followed over 20 years, in whom 100 RYR1 and 3 CACNA1S variants were identified. Among the RYR1 variants, 81 were previously reported and 19 were novel, all classified as VUS according to European Malignant Hyperthermia Group (EMHG) and Variant Curation Expert Panel (VCEP) criteria. Similarly, of the 3 CACNA1S variants, 1 was previously reported and 2 were classified as VUS. The reporting of novel variants is crucial for improving the accuracy and consistency of variant classification, thereby supporting a more precise interpretation of their clinical significance.
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.
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 | 0.000 |
| 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)
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".