TY - JOUR T1 - An Atlas of Human Kinase Regulation JF - bioRxiv DO - 10.1101/067900 SP - 067900 AU - David Ochoa AU - Mindaugas Jonikas AU - Robert T. Lawrence AU - Bachir El Debs AU - Joel Selkrig AU - Athanasios Typas AU - Judit Villén AU - Silvia Santos AU - Pedro Beltrao Y1 - 2016/01/01 UR - http://biorxiv.org/content/early/2016/08/04/067900.abstract N2 - The coordinated regulation of protein kinases is a rapid mechanism that integrates diverse cues and swiftly determines appropriate cellular responses. However, our understanding of cellular decision-making has been limited by the small number of simultaneously monitored phospho-regulatory events. Here, we have estimated changes in activity in 215 human kinases in 399 conditions from a compilation of nearly 3 million phosphopeptide quantifications. This atlas identifies commonly regulated kinases as those that are central in the signaling network and defines the logic relationships between kinase pairs. Co-regulation along the conditions predicts kinase-complex and kinase-substrate associations. Additionally, the kinase regulation profile acts as a molecular fingerprint to identify related and opposing signaling states. Using this atlas, we identified essential mediators of stem cell differentiation, modulators of Salmonella infection and new targets of AKT1. This provides a global view of human phosphorylation-based signaling and the necessary context to better understand kinase driven decision-making. ER -