Those genes reportedly involved in tumor cell adhesion, gap junction and ECM, such as CHD1, Cx26, Cx43, Cx45, COL1A1, FN1, LOX, ITGB1 and LAMA4, were also up-regulated following 3D cultures. This evidence concerns the gene COL1A1 and neoplasm.