We identified eight common signature genes (CEBPA, TGFBR2, EZH2, JUNB, JUN, FOS, PLAU, COL1A1) and their co-regulated pathways between NSCLC and AMI. Here, COL1A1 is linked to non-small cell lung carcinoma.