This episode reviews the management of dyslipidemia in special populations using an individualized, risk based framework. It emphasizes ASCVD risk assessment in older adults, patients receiving gender affirming hormone therapy, individuals living with HIV, those with chronic inflammatory or autoimmune diseases, adult survivors of childhood cancer, and solid organ transplant recipients. The discussion highlights statin selection, drug drug interactions, use of non statin therapies, and the limitations of traditional risk calculators, underscoring the importance of shared decision making and tailored lipid lowering strategies in populations with complex and often underestimated cardiovascular risk.