Nonischemic Cardiomyopathy in Adult-Onset PPA2-Deficient Mitochondrial Disease
Bibliographic record
Abstract
BACKGROUND: Nonischemic cardiomyopathy (NICM) can be caused by single-gene mutations, including genes such as inorganic pyrophosphatase 2 (PPA2) with multisystem effects. CASE SUMMARY: A 28-year-old woman presenting with respiratory symptoms was discharged with a diagnosis of decompensated idiopathic NICM. Her NICM progressively worsened, and the patient underwent a heart transplant at the age of 38 and again at the age of 42. At age 47, genetic testing confirmed 2 mutations in the PPA2 gene that had caused her NICM. DISCUSSION: This patient is to our knowledge the oldest published to date (48 years) presenting with cardiac symptoms who has PPA2 deficiency, a mitochondrial disease characterized by sudden cardiac death in infancy. TAKE-HOME MESSAGE: This case exemplifies the utility of employing genetic testing early in the diagnostic workup of NICM before applying the designation "idiopathic."
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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 | 0.001 |
| 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".