Abstract
Diagnostic delay is common in mitochondrial disease, and its drivers remain unclear despite advances in molecular diagnostics. We retrospectively analyzed 61 individuals with molecularly confirmed mitochondrial disease at the Mount Sinai Mitochondrial Disease Clinic, diagnosed after 2016. Diagnostic delay was partitioned into intervals from symptom onset to clinical suspicion, and from suspicion to molecular diagnosis. Demographic, phenotypic, and genetic data were abstracted from health records, and Human Phenotype Ontology terms were compared before and after diagnosis using ClinPhen. Most delays occurred between symptom onset and clinical suspicion (mean 8.17 years) rather than after suspicion (mean 1.28 years), yielding a mean total delay of 8.22 years (median 3.0). Delay decreased sharply by year of birth (r = −0.99, p < 49.92 × 10−39) and symptom onset (r = −0.96, p < 8.14 × 10−27), but showed no meaningful trend with year of diagnosis. Canonical features such as seizures, hypotonia, and stroke were frequently documented years before suspicion, underscoring missed opportunities. Diagnostic delay may reflect missed recognition rather than testing limitations. Systematic capture of early phenotypes and AI/NLP-based mining of electronic health records could proactively flag patients for reflexive sequencing, shortening diagnostic delay.
| Original language | English (US) |
|---|---|
| Article number | e70068 |
| Journal | JIMD Reports |
| Volume | 67 |
| Issue number | 1 |
| DOIs | |
| State | Published - Jan 2026 |
| Externally published | Yes |
UN SDGs
This output contributes to the following UN Sustainable Development Goals (SDGs)
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SDG 3 Good Health and Well-being
Keywords
- diagnostic delay
- electronic health records (EHR)
- genotype-first diagnosis
- human phenotype ontology (HPO)
- missed diagnostic opportunities
- mitochondrial disease
- natural language processing (NLP)
- phenotype recognition
ASJC Scopus subject areas
- Internal Medicine
- Endocrinology, Diabetes and Metabolism
- Biochemistry, Genetics and Molecular Biology (miscellaneous)
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