Yes. The EPA estimates that over 20,000 preventable deaths in the U.S. can be attributed to exposure to radon decay products. That is twice the amount of drunk driving fatalities each year.
Alpha particles released by radon decay products are the main driver in damage to healthy lung tissue. Smoking combined with radon exposure is especially risky.