Tyrosinase (EC 1.14.18.1) is a diversely distributed enzyme in various organisms with physiological roles related to pigment production. Tyrosinase has gained the attention of researchers due to its biological functions and potential applications. In this regard, studies on the partner proteins of tyrosinase are important. In this study, we predicted the 3D structure of human tyrosinase and simulated the protein-protein interactions between tyrosinase and binding partners by using the PEIMAP algorithm. As a result, we found that tyrosinase is predicted to bind with G protein-related proteins, potassium voltage-gated channel-related proteins, and vesicle/sorting-related proteins. In particular, GIPC1, GIPC2, GIPC3,TYRP1, and DCT were predicted to primarily bind with tyrosinase. Interacting proteins (103) were secondarily bound to these 5 interacting proteins in the PEIMAP network of tyrosinase. An involvement in melanogenesis was also newly predicted by associating the predicted binding proteins. We simulated the protein-protein bindings by probing the residues of each complex facing toward the predicted site of interaction with tyrosinase. Among the interacting residues, some were predicted to dock to the active site of tyrosinase, which could affect its activity directly. Our computational predictions will be useful for elucidating the protein-protein interactions of tyrosinase and for studying its binding mechanisms and the melanin biosynthesis pathway. (C) 2013 Elsevier Ltd. All rights reserved.