Cancer can lead to skin sensitivity in multiple ways. Tumors themselves can affect the skin, but more commonly, treatments like chemotherapy and radiation therapy can make the skin more sensitive. Additionally, certain cancers, such as melanoma, originate in the skin and directly impact skin sensitivity.