CDH1 and breast lobular carcinoma: Indeed, among BC subtypes, only lobular carcinoma is marked by downregulation of E-cadherin, while most ductal carcinomas and metastases maintain E-cadherin expression (8, 19) and analysis of large genomic data sets showed a positive correlation of CDH1 (E-cadherin) gene expression with poor outcome for patients (20).