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Updated: Jun 29, 2025

Identification of Kinase-substrate Pairs Using High Throughput Screening
Published on: August 29, 2015
Evolutionary sequence and structural basis for the distinct conformational landscapes of Tyr and Ser/Thr kinases
Joan Gizzio1,2, Abhishek Thakur1,2, Allan Haldane1,3
1Center for Biophysics and Computational Biology, Temple University, Philadelphia, Pennsylvania 19122.
Abstract:
Protein kinases are molecular machines with rich sequence variation that distinguishes the two main evolutionary branches - tyrosine kinases (TKs) from serine/threonine kinases (STKs). Using a sequence co-variation Potts statistical energy model we previously concluded that TK catalytic domains are more likely than STKs to adopt an inactive conformation with the activation loop in an autoinhibitory "folded" conformation, due to intrinsic sequence effects. Here we investigated the structural basis for this phenomenon by integrating the sequence-based model with structure-based molecular dynamics (MD) to determine the effects of mutations on the free energy difference between active and inactive conformations, using a novel thermodynamic cycle involving many (n=108) protein-mutation free energy perturbation (FEP) simulations in the active and inactive conformations. The sequence and structure-based results are consistent and support the hypothesis that the inactive conformation "DFG-out Activation Loop Folded", is a functional regulatory state that has been stabilized in TKs relative to STKs over the course of their evolution via the accumulation of residue substitutions in the activation loop and catalytic loop that facilitate distinct substrate binding modes in trans and additional modes of regulation in cis for TKs.
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