For example, in lung cancer smoking-independent cancers are in many respects biologically distinct, having more frequent EGFR mutations, lower mutational burden, and lower rates of the C > A transversion mutations than smoking-associated lung cancers. The gene discussed is EGFR; the disease is lung cancer.