A group of 63 hub genes had a node degree ≥ 10 in the PPI networks of upregulated and downregulated DEGs (Fig. 1A), suggesting that these genes play important roles in the progression of LUAD. The top 10 nodes in the PPI network were CCNA2, TOP2A, CCNB1, CDC20, DLGAP5, ...