Hypercholesterolemia causes alterations in cholesterol and triglyceride metabolism, weakening enzymes like catalase and superoxide dismutase, creating more ROS, which leads to more lipid peroxidation. The gene discussed is CAT; the disease is familial hypercholesterolemia.