Presenting with complaints of, bleeding disorders, gastrointestinal disorders, and syncope and being prescribed antithrombotic agents, diuretics and renin–angiotensin–aldosterone system (RAAS) drug classes were significantly associated with ADR-related hospital admissions. This evidence concerns the gene REN and hemorrhagic disease.