Strikingly, three early EMT hallmark genes GALNT6, SPARC and HES7 show the similar stage-specific expression pattern in LUAD TCGA samples, which can be further studied for diagnosis of early stages of lung cancer and for developing anticancer drugs (Additional file 5: Figure S5). This evidence concerns the gene HES7 and lung carcinoma.