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System-wide identification and prioritization of enzyme substrates by thermal analysis

Amir Ata Saei, Christian M. Beusch, Pierre Sabatier, Juan Astorga‐Wells, Hassan Gharibi, Zhaowei Meng, Alexey Chernobrovkin, Sergey Rodin, Katja Näreoja, A.G. Thorsell, T. Karlberg, Qing Cheng, Susanna L. Lundström, Massimiliano Gaetani, Ákos Végvári, Elias S.J. Arnér, H. Schüler, Roman A. Zubarev

2021Nature Communications73 citationsDOIOpen Access PDF

Abstract

Despite the immense importance of enzyme-substrate reactions, there is a lack of general and unbiased tools for identifying and prioritizing substrate proteins that are modified by the enzyme on the structural level. Here we describe a high-throughput unbiased proteomics method called System-wide Identification and prioritization of Enzyme Substrates by Thermal Analysis (SIESTA). The approach assumes that the enzymatic post-translational modification of substrate proteins is likely to change their thermal stability. In our proof-of-concept studies, SIESTA successfully identifies several known and novel substrate candidates for selenoprotein thioredoxin reductase 1, protein kinase B (AKT1) and poly-(ADP-ribose) polymerase-10 systems. Wider application of SIESTA can enhance our understanding of the role of enzymes in homeostasis and disease, opening opportunities to investigate the effect of post-translational modifications on signal transduction and facilitate drug discovery.

Topics & Concepts

Computational biologySelenoproteinProteomicsEnzymeIdentification (biology)Substrate (aquarium)BiochemistryChemistryBiologyComputer scienceGeneGlutathioneGlutathione peroxidaseBotanyEcologyAdvanced Proteomics Techniques and ApplicationsMass Spectrometry Techniques and ApplicationsRedox biology and oxidative stress
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