Pathway analysis showed these DEGs were involved in many pathways, such as those regulating p53 signaling, MAPK, Jak-STAT signaling, hedgehog signaling, and non-small cell lung cancer. The gene discussed is SOAT1; the disease is non-small cell lung carcinoma.