Medical Genetics The first human disease that was associated with a mutation in mitochondrial dna is called leber's Hereditary Optic Neuropathy, or LHONMedical Genetics The first human disease that was associated with a mutation in mitochondrial DNA is called Leber's Hereditary Optic Neuropathy, or LHON