The deep femoral artery, also known as the profunda femoris artery, is a major blood vessel that branches off from the femoral artery and supplies oxygenated blood to the deep structures of the thigh. It plays a critical role in vascularizing the thigh muscles and participates in anastomoses around the hip joint.