Here, the authors demonstrate the reprogramming of a neuronal network of mitochondrial trafficking in tumor cells, and identify Syntaphilin as a key protein that suppresses organelle dynamics thereby blocking chemotaxis and metastasis in mice. Here, SNPH is linked to neoplasm.