In this study, we have demonstrated that exosomal miR-320d derived from colorectal cancer cells enhances angiogenesis in vascular endothelial cells and promotes cancer cell metastasis by downregulating GNAI1 expression, enhancing JAK2/STAT3 protein phosphorylation, and increasing VEGFA expression. The gene discussed is STAT3; the disease is colorectal cancer.