Herein, we observed that GABA effectively inhibited α-MSH-stimulated hyperpigmentation in B16F10 melanoma cells and zebrafish larvae by inhibiting intracellular Ca2+, which, in turn, inhibited the cAMP–CREB–MITF–tyrosinase axis. This evidence concerns the gene CREB1 and melanoma.