The deep artery of the thigh, also known as the profunda femoris artery, is the primary blood supply to the deep structures of the thigh and is a major branch of the femoral artery. It plays a crucial role in vascularizing the muscles of the thigh, including the adductor and hamstring groups, and gives off several important branches such as the medial and lateral circumflex femoral arteries.