Bone cancer is a malignant tumor that primarily originates in bone cells. Osteosarcoma is the most common type of bone cancer found in bones. It typically occurs in long bones, especially those in the legs and arms. Commonly affected areas include the thigh bone (femur), the shin bone (tibia) near the knee, and the upper arm bone (humerus) near the shoulder.