In addition, the expression of serum HSPA6, NOTCH3 and PKP2 were significantly up-regulated in the LUAD tumor group, while GPD1L and SMAD9 showed a significant down-regulation trend when compared to the control group (Fig. 8F). This evidence concerns the gene GPD1L and neoplasm.