Treatment of Leber’s Hereditary Optic Neuropathy
Bibliographic record
Abstract
Leber's hereditary optic neuropathy (LHON) is a rare mitochondrial disease of complex I of the respiratory chain. Patients typically present with subacute vision loss in one eye followed by the loss of vision in the second eye approximately 4-8 weeks later, ultimately leading to blindness. Therapeutic interventions have so far failed to prevent this vision loss; however, there has been recent interest in new managements for this prototypic mitochondrial disease. A review of the literature was performed and articles were identified using PubMed (the search terms LHON and treatment were used). These publications were paired to the clinical trials listed on the clinicaltrials.gov website. There are eighteen studies including 5 phase II/III clinical trials in LHON listed on the clinicaltrials.gov website and they vary from oral medication to eye drops and intravitreal injections. In this review, we discuss failed and active therapies and the future of clinical trials in LHON.
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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) | 0.001 | 0.001 |
| 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".