The identified subnetworks revealed key significantly dysregulated hub genes, including VEGFA, KIF4A, ZWINT, PTPRU, IKBKE, STYK1, CENPO, and UBE2C, which play crucial roles in various biological processes associated with cancer progression, such as angiogenesis, cell cycle regulation, and mitotic nuclear division. Here, STYK1 is linked to cancer.