A porous 3D chitosan scaffold was used to culture EpCAM(+) and HER2(+) subpopulations of circulating tumor cells from breast cancer, creating a model that closely mimics the microenvironment of aggressive tumors. Here, ERBB2 is linked to neoplasm.