“…From FinnGen, all 953 endpoints of the following categories (ICD-10 Chapter listed in parentheses if available) were included: 'cardiometabolic endpoints', 'diabetes endpoints', 'diseases marked as autoimmune origin', 'drug purchase endpoints', 'gastrointestinal endpoints', 'neoplasms from hospital discharge' (II), 'neoplasms from cancer register' (II), 'diseases of the blood and blood-forming organs and certain disorders involving the immune mechanism' (III), 'endocrine nutritional and metabolic diseases' (IV), 'diseases of the nervous system' (VI), 'diseases of the circulatory system' (IX), 'neurological endpoints', 'diseases of the digestive system' (XI). These ICD-10 chapters were chosen because diseases within these chapters have been previously reported to be associated with changes in lipid metabolism, such as II: breast cancer [75], III: Systemic Lupus Erythematosus [76], IV: lipid metabolism disorders and diabetes mellitus [77], VI: Alzheimer's disease [78], IX: Coronary artery disease [35], XI: Nonalcoholic Fatty Liver Disease [79]. For all endpoints at least 50 cases exist.…”