Thus, to conclude, tumor buds are significantly higher in grade 2 invasive ductal carcinoma and are associated with lymphovascular invasion, lymph node metastasis, and a high Ki-67 proliferative index. Here, MKI67 is linked to invasive ductal breast carcinoma.