These findings shed light on the underlying mechanisms of ATP6AP2 in the interplay among cellular pH regulation, lysosomal function, and immune profiles in the context of Doxo- and Abe-induced senescence in breast cancer cells. Here, ATP6AP2 is linked to breast cancer.