No, legendary Hall of Fame Penn State Nittany Lions football coach Joe Paterno was a lifelong nonsmoker. Despite never using tobacco products, he tragically passed away from an aggressive form of lung cancer in January 2012 at the age of 85. Medical specialists and public health reports noted that non-smokers can occasionally develop lung cancer due to various environmental factors, such as radon gas exposure common in the Appalachian region.