EGFR and adenocarcinoma: Additionally, specific subtypes are characterized by different mutations: adenocarcinoma typically exhibits changes in the EGFR and ALK genes, while squamous cell carcinoma is associated with alterations in the PIK3CA and FGFR1 genes.