The prognosis for physical limitations in cancer patients varies widely depending on the type and stage of cancer, the effectiveness of treatment, and individual factors like age and overall health. While some physical limitations may be temporary, others could be long-term or permanent. Early intervention and a comprehensive care plan can improve the prognosis and enhance quality of life.