This study clarified that in the tumor microenvironment, tumor cell-derived TGF-β1 induces the appearance of an IGFBP7+ CAFs subgroup, and its higher IGFBP7 extracellular secretion level accelerated the progression of tumors. The gene discussed is TGFB1; the disease is neoplasm.