The acellular 3D matrix generated by Cav‐1‐expressing fibroblasts is stiffer and more aligned than that of Cav‐1‐knockout fibroblasts, better stimulating tumor cell elongation, speed, and directional migration. Here, CAV1 is linked to neoplasm.