This study provides novel insights into the causal role of oxidative stress (OS) in breast cancer (BC) development through an integrative multi-omics Mendelian randomization (MR) approach, identifying PARK7 as a key driver in BC pathogenesis. Here, PARK7 is linked to breast cancer.