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

Amir Ata SaeiChristian Michel BeuschPierre SabatierJuan Astorga WellsHassan GharibiZhaowei MengAlexey L ChernobrovkinSergey RodinKatja NäreojaAnn-Gerd ThorsellTobias KarlbergQing ChengSusanna L LundströmMassimiliano GaetaniÁkos VégváriElias S J ArnérHerwig SchülerRoman A Zubarev
Published in: Nature communications (2021)
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.
Keyphrases
  • drug discovery
  • high throughput
  • structural basis
  • protein kinase
  • mass spectrometry
  • amino acid
  • signaling pathway
  • single cell
  • nitric oxide
  • dna methylation
  • bioinformatics analysis