Based on these findings, we propose a computational biology-based molecular mechanism for vortioxetine-induced suppression of glioblastoma involving the Rap1, chemical carcinogenesis-ROS, and HIF-1 signaling pathways, and linked to modulation of glucose metabolism, ROS generation, cell migration, inflammation, and apoptosis. This evidence concerns the gene HIF1A and glioblastoma.