The expression of MMP-1 and VEGF is upregulated in 3D co-culture models compared to monoculture models, which demonstrates that the interactions between lung cancer cells and stromal cells may have a significant role in enabling and promoting metastasis. This evidence concerns the gene VEGFA and lung carcinoma.