Additionally, co-expression and correlation analysis identified 20 genes positively correlated with CKS1B, with SHC1 emerging as a key player in NSCLC progression through the Ras/ERK and PI3K/AKT signaling pathways (Figure 7) (Liu et al., 2019). This evidence concerns the gene PIK3CA and non-small cell lung carcinoma.