Verginadis et al. show that ATF4 regulates Col1a1 expression and collagen biosynthesis in perivascular cancer-associated fibroblasts, thereby supporting angiogenesis and progression in melanoma and pancreatic cancer. The gene discussed is ATF4; the disease is pancreatic neoplasm.