I don't think those are tumors, tumors shouldnt come to the surface, rupture open and go away. That's an infection like a cyst or absess full of pus.
Rats do have short life spans, only about 2-3 years. Their reproductive lives are short (only about 15 months of age or so), before they reach menopause.