Protein phosphorylation mediated by protein kinases is one of the most signi cant posttranslational modications in many biological events. e function and physiological substrates of speci c protein kinases, which are highly associated with known signal transduction elements or therapeutic targets, have been extensively studied using various approaches; however, most protein kinases have not yet been characterized. In recent decades, many techniques have been developed for the identi cation of in vitro and physiological substrates of protein kinases. In this review, I summarize recent studies pro ling the characteristics of kinases using mass spectrometry-based proteomics, focusing on the large-scale identi cation of in vitro substrates of the human kinome using a quantitative phosphoproteomics approach.