Together, these findings demonstrate the critical role of USP30-AS1 in breast cancer progression through HnRNPF/p21 and EZH2/c-Myc/p21 axes, highlighting its potential as a therapeutic target for breast cancer treatment. Here, HNRNPF is linked to breast cancer.