In Figure 3, we can observe that the direct determinants for differentiating the subtypes of lung cancer include the protein markers MIG6, NDRG1_pT346, BRD4, CD26, INPP4B, and DUSP4, while the others can be considered as having an indirect impact on the classification outcome. The gene discussed is DPP4; the disease is lung cancer.