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We describe a hybrid/cells-based model for the emergence of ductal carcinoma in situ and the transition to invasive ductal carcinoma both in vivo and in microfluidic cell-culture devices.We present preliminary results using simplified models of metabolism as well as the cellular response and production of diffusible growth factors such as TGF-beta.