Expression of ID1 and ID3 was increased in human invasive lobular carcinoma compared with invasive ductal carcinoma, associated with poor prognosis uniquely in patients with invasive lobular carcinoma and correlated with the upregulation of angiogenesis and matrisome-related genes [37]. Here, ID1 is linked to invasive ductal breast carcinoma.