The causes of lipodystrophy can be genetic or acquired. Genetic forms are often due to mutations in genes involved in lipid metabolism and adipocyte differentiation, such as the LMNA and PPARG genes. Acquired lipodystrophy can result from various factors, including HIV therapy, autoimmune diseases, and repeated subcutaneous injections, particularly in diabetic patients using insulin.