Hemophilia A is caused by deficiency of Factor VIII (antihemophilic factor), a clotting protein essential for the coagulation cascade. Without sufficient Factor VIII, blood cannot clot properly, leading to prolonged bleeding. Factor IX deficiency causes Hemophilia B, but Factor VIII is the most common form.