However, for overall breast cancer, ER‐positive breast cancer, HER2‐positive breast cancer, and HER2‐negative breast cancer survival prognosis, no statistically significant causal relationships were observed through any of the four MR methods. Here, ERBB2 is linked to breast cancer.