In conclusion, our study unveiled the pivotal role of the cross-talk between YY1 and PEBP1 in tumor progression, encompassing genetic alterations, tumor immunity, and the tumor microenvironment, while also highlighting their potential influence on anticancer drug sensitivity, offering fresh insights and therapeutic targets for cancer treatment. The gene discussed is PEBP1; the disease is cancer.