The amino acid tryptophan is the precursor for the synthesis of

The precursor to melatonin is serotonin, a neurotransmitter that itself is derived from the amino acid tryptophan. 

Within the pineal gland, serotonin is acetylated and then methylated to yield melatonin. The synthesis and secretion of melatonin are dramatically affected by light exposure to the eyes.