Refreshing the gene pool isn't the likely problem. If you notice most or all of your rats getting tumors as they get older, then it is in your lines. I would suggest getting an entire new set of rats to start breeding from, hopefully from a breeder who can tell you at least a little history about the rats, and whether their is history of tumors in them or not.