Here, by integrating bioinformatic approaches with in vitro and in vivo modeling of the TME, we demonstrate that F-Spondin–expressing (SPON1-expressing) TIMs promote fibrillar collagen production and metastases through a LRP8/TGF-β1 signaling axis in cancer cells. Here, TGFB1 is linked to cancer.