CONCLUSIONS: By integrating these innovative features, with specialized survival analyses on single-cell cluster markers, co-expression modules, regulatory networks, and ligand-receptor pairs, Survival Genie 2 represents a novel tool for expanding the translational impact of cancer research, enabling the precise identification of biomarkers and therapeutic targets. Survival Genie 2 is available at https://bhasinlab.bmi.emory.edu/SurvivalGenie2/home.