Kidney damage in cancer patients can result from several factors. Renal cell carcinoma, a type of kidney cancer, directly affects the kidneys. Additionally, some types of chemotherapy drugs, such as cisplatin, are known to be nephrotoxic. Kidney damage can also occur due to dehydration, which is common in cancer patients due to vomiting or diarrhea induced by treatment.