Apparently plants do develop tumors, but they don't metastasize because of cell walls that stop them from spreading. Also, like this article says ( http://www.popsci.com/article/science/ask-anything-do-plants... ), plants don't have vital irreplaceable organs, so tumors are less dangerous for them.
Just to nitpick, we're not only interested in curing cancer in humans. From elsewhere in this thread, a transmissible cancer that threatens an entire species, for which attempts have been made to find a cure or vaccine:
Also, we are only interested in curing cancer in humans (and perhaps at most livestock). Wild animals will still get cancer.
(Do plants and funghi etc get cancer?)