The hallmark molecular alterations of all lobular neoplasia (atypical lobular hyperplasia, lobular carcinoma in situ, and invasive lobular carcinoma) are loss of cellular adhesion and loss or decreased expression of E-cadherin (Zou et al., 2009). The gene discussed is CDH1; the disease is breast carcinoma.