Among the 20 pathways, PI3K-Akt signaling pathway, Wnt signaling pathway and mTOR signaling pathway have been confirmed to be correlated with multidrug resistance, since treatment failure of lung cancer is partly related to these pathways [26–28]. The gene discussed is AKT1; the disease is lung carcinoma.