Literature-excerpted biological reaction data recorded in KEGG database was mined. The biochemical reactions database size (specifically, the one substrate-to-one product wiring reactions) was amplified four times by predicting possible biochemical reactions from the KEGG reactions. From a molecular graph method, a reaction centre was identified for an analogue reaction, and the functional transformation at the reaction centre was suggested to valid similar compounds to predict not reported reactions.