Skin rashes in cancer patients can be caused by a variety of factors. One primary cause is the cancer itself, particularly if it is a type that affects the skin, such as melanoma or cutaneous T-cell lymphoma. Additionally, chemotherapy, radiation therapy, and certain targeted therapies can lead to skin reactions. Infections, compromised immune systems, and allergic reactions to medications are also common causes of skin rashes in cancer patients.