Cancer: Cancer treatments and certain cancers commonly cause itching. Types of cancer that are associated with itching include malignant melanoma, leukemia and lymphoma, cancers of the stomach, pancreas, lung, colon, brain, breast and prostate, as well as cancers that have spread to the skin.