Rats is probably an improvement over the usual mice. Rats actually naturally have very cancer rates… in captivity rats live an absolute max of 2 years, and about 80% of them will die because of some sort of cancer. In the wild it’s less so, but only because the average lifespan is less than a year (predation, traps, etc).