The markers CKpan, P40, P63, Claudin4, CK5/6, CK7, NUT, and NapsinA effectively ruled out lung adenocarcinoma, squamous cell carcinoma, and NUT carcinoma. The gene discussed is KRT5; the disease is lung adenocarcinoma.