Synonyms for Genetic Disease (same or very similar meaning)
WordNet sense 1 (a disease or disorder that is inherited genetically):
congenital disease, genetic abnormality, genetic defect, genetic disorder, hereditary condition, hereditary disease, inherited disease, inherited disorderFrom the ODE community, based on WordNetadd/edit