If your dog has a large tumor, it will be treated with surgery. During surgery, the tumor and a lot of the tissue surrounding it will be removed to ensure that all of the caner cells are removed. In some cases, so much tissue may be removed during surgery that skin will need to be taken from another area of the body and used to cover the area where the tumor was, a technique called skin grafting.