We referred to seven well-known biomarkers that are highly correlated with NSCLC according to previous studies (EPCAM, HIF1A, PKM, PTK7, ALCAM, CADM1, and SLC2A1)5–11,24,25. Here, HIF1A is linked to non-small cell lung carcinoma.