The ankle joint consists of ligaments, bones, tendons, and muscles. The ligaments provide support to the ankle bones and keep the joint stable; while tendons are the tissues that attach the bones to the muscles. Any kind of injury to these ligaments, tendons, and bones can lead to a bruised ankle.