The lobular carcinoma lacks E-cadherin expression on cell membrane and is loosely cohesive in cell proliferation, whereas the ductal carcinoma has E-cadherin expression and shows a cohesive arrangement with a tendency of tubule formation. Here, CDH1 is linked to breast lobular carcinoma.