Furthermore, the 3D collagen co-culture system showed that the number and depth of tumor cells invading into the collagen substrate were higher in the CAFs-NC group than in the NFs group, which were reduced by LOX knockdown in CAFs (Fig. 4D, E), proving the effect of matrix stiffness on the invasion ability of tumor cells. The gene discussed is LOX; the disease is neoplasm.