Literature DB >> 29737445

A molecular dynamics investigation of CDK8/CycC and ligand binding: conformational flexibility and implication in drug discovery.

Timothy Cholko1, Wei Chen1, Zhiye Tang1, Chia-En A Chang2.   

Abstract

Abnormal activity of cyclin-dependent kinase 8 (CDK8) along with its partner protein cyclin C (CycC) is a common feature of many diseases including colorectal cancer. Using molecular dynamics (MD) simulations, this study determined the dynamics of the CDK8-CycC system and we obtained detailed breakdowns of binding energy contributions for four type-I and five type-II CDK8 inhibitors. We revealed system motions and conformational changes that will affect ligand binding, confirmed the essentialness of CycC for inclusion in future computational studies, and provide guidance in development of CDK8 binders. We employed unbiased all-atom MD simulations for 500 ns on twelve CDK8-CycC systems, including apoproteins and protein-ligand complexes, then performed principal component analysis (PCA) and measured the RMSF of key regions to identify protein dynamics. Binding pocket volume analysis identified conformational changes that accompany ligand binding. Next, H-bond analysis, residue-wise interaction calculations, and MM/PBSA were performed to characterize protein-ligand interactions and find the binding energy. We discovered that CycC is vital for maintaining a proper conformation of CDK8 to facilitate ligand binding and that the system exhibits motion that should be carefully considered in future computational work. Surprisingly, we found that motion of the activation loop did not affect ligand binding. Type-I and type-II ligand binding is driven by van der Waals interactions, but electrostatic energy and entropic penalties affect type-II binding as well. Binding of both ligand types affects protein flexibility. Based on this we provide suggestions for development of tighter-binding CDK8 inhibitors and offer insight that can aid future computational studies.

Entities:  

Keywords:  Computer-aided drug discovery; Cyclin C; DFG motif; Drug design; Free energy calculation; Kinases

Mesh:

Substances:

Year:  2018        PMID: 29737445      PMCID: PMC6440799          DOI: 10.1007/s10822-018-0120-3

Source DB:  PubMed          Journal:  J Comput Aided Mol Des        ISSN: 0920-654X            Impact factor:   3.686


  57 in total

1.  Identification of target genes for the CDK subunits of the Mediator complex.

Authors:  Taiki Tsutsui; Rikiya Fukasawa; Aki Tanaka; Yutaka Hirose; Yoshiaki Ohkuma
Journal:  Genes Cells       Date:  2011-12       Impact factor: 1.891

2.  Insights into MAPK p38alpha DFG flip mechanism by accelerated molecular dynamics.

Authors:  Federico Filomia; Francesca De Rienzo; M Cristina Menziani
Journal:  Bioorg Med Chem       Date:  2010-07-29       Impact factor: 3.641

3.  DelPhiPKa web server: predicting pKa of proteins, RNAs and DNAs.

Authors:  Lin Wang; Min Zhang; Emil Alexov
Journal:  Bioinformatics       Date:  2015-10-29       Impact factor: 6.937

4.  Metadynamics Simulations Distinguish Short- and Long-Residence-Time Inhibitors of Cyclin-Dependent Kinase 8.

Authors:  Donatella Callegari; Alessio Lodola; Daniele Pala; Silvia Rivara; Marco Mor; Andrea Rizzi; Anna Maria Capelli
Journal:  J Chem Inf Model       Date:  2017-01-12       Impact factor: 4.956

5.  The SWISS-MODEL workspace: a web-based environment for protein structure homology modelling.

Authors:  Konstantin Arnold; Lorenza Bordoli; Jürgen Kopp; Torsten Schwede
Journal:  Bioinformatics       Date:  2005-11-13       Impact factor: 6.937

6.  Comparison of multiple Amber force fields and development of improved protein backbone parameters.

Authors:  Viktor Hornak; Robert Abel; Asim Okur; Bentley Strockbine; Adrian Roitberg; Carlos Simmerling
Journal:  Proteins       Date:  2006-11-15

7.  An improved generalized AMBER force field (GAFF) for urea.

Authors:  Gül Altinbaş Ozpinar; Wolfgang Peukert; Timothy Clark
Journal:  J Mol Model       Date:  2010-02-17       Impact factor: 1.810

8.  Cdk8 regulates stability of the transcription factor Phd1 to control pseudohyphal differentiation of Saccharomyces cerevisiae.

Authors:  Sheetal Raithatha; Ting-Cheng Su; Pedro Lourenco; Susan Goto; Ivan Sadowski
Journal:  Mol Cell Biol       Date:  2011-11-28       Impact factor: 4.272

9.  Mastermind recruits CycC:CDK8 to phosphorylate the Notch ICD and coordinate activation with turnover.

Authors:  Christy J Fryer; J Brandon White; Katherine A Jones
Journal:  Mol Cell       Date:  2004-11-19       Impact factor: 17.970

Review 10.  Cyclin-dependent kinases.

Authors:  Marcos Malumbres
Journal:  Genome Biol       Date:  2014       Impact factor: 13.583

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  4 in total

1.  Discovery of CDK8/CycC Ligands with a New Virtual Screening Tool.

Authors:  Wei Chen; Xiaodong Ren; Chia-En A Chang
Journal:  ChemMedChem       Date:  2018-12-10       Impact factor: 3.466

2.  Molecular Structure-Based Screening of the Constituents of Calotropis procera Identifies Potential Inhibitors of Diabetes Mellitus Target Alpha Glucosidase.

Authors:  Cynthia A Adinortey; Gabriel B Kwarko; Russell Koranteng; Daniel Boison; Issaka Obuaba; Michael D Wilson; Samuel K Kwofie
Journal:  Curr Issues Mol Biol       Date:  2022-02-21       Impact factor: 2.976

3.  De Novo Missense Substitutions in the Gene Encoding CDK8, a Regulator of the Mediator Complex, Cause a Syndromic Developmental Disorder.

Authors:  Eduardo Calpena; Alexia Hervieu; Teresa Kaserer; Sigrid M A Swagemakers; Jacqueline A C Goos; Olajumoke Popoola; Maria Jesus Ortiz-Ruiz; Tina Barbaro-Dieber; Lucy Bownass; Eva H Brilstra; Elise Brimble; Nicola Foulds; Theresa A Grebe; Aster V E Harder; Melissa M Lees; Kristin G Monaghan; Ruth A Newbury-Ecob; Kai-Ren Ong; Deborah Osio; Francis Jeshira Reynoso Santos; Maura R Z Ruzhnikov; Aida Telegrafi; Ellen van Binsbergen; Marieke F van Dooren; Peter J van der Spek; Julian Blagg; Stephen R F Twigg; Irene M J Mathijssen; Paul A Clarke; Andrew O M Wilkie
Journal:  Am J Hum Genet       Date:  2019-03-21       Impact factor: 11.025

Review 4.  From Data to Knowledge: Systematic Review of Tools for Automatic Analysis of Molecular Dynamics Output.

Authors:  Hanna Baltrukevich; Sabina Podlewska
Journal:  Front Pharmacol       Date:  2022-03-10       Impact factor: 5.810

  4 in total

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