The higher incidence of adenocarcinoma in females may be related to estrogen-mediated cell proliferation, exposure to secondhand smoke (which is more likely to induce adenocarcinoma), and genetic mutations (e.g., higher EGFR mutation rates). The gene discussed is EGFR; the disease is adenocarcinoma.