Additionally, our research provides a theoretical basis for refined conclusions and future precision medicine by analyzing the associations between IBD and its subtypes with various breast cancer subtypes characterized by differing estrogen receptor expression statuses using bidirectional Mendelian randomization. Here, ESR1 is linked to breast cancer.