Targeting SxIP-EB1 interaction: An integrated approach to the discovery of small molecule modulators of dynamic binding sites

End binding protein 1 (EB1) is a key element in the complex network of protein-protein interactions at microtubule (MT) growing ends, which has a fundamental role in MT polymerisation. EB1 is an important protein target as it is involved in regulating MT dynamic behaviour, and has been associated with several disease states, such as cancer and neuronal diseases. Diverse EB1 binding partners are recognised through a conserved four amino acid motif, (serine-X-isoleucine-proline) which exists within an intrinsically disordered region. Here we report the use of a multidisciplinary computational and experimental approach for the discovery of the first small molecule scaffold which targets the EB1 recruiting domain. This approach includes virtual screening (structure- and ligand-based design) and multiparameter compound selection. Subsequent studies on the selected compounds enabled the elucidation of the NMR structures of the C-terminal domain of EB1 in the free form and complexed with a small molecule. These structures show that the binding site is not preformed in solution, and ligand binding is fundamental for the binding site formation. This work is a successful demonstration of the combination of modelling and experimental methods to enable the discovery of compounds which bind to these challenging systems.

[1]  Kossay Zaoui,et al.  ErbB2 receptor controls microtubule capture by recruiting ACF7 to the plasma membrane of migrating cells , 2010, Proceedings of the National Academy of Sciences.

[2]  W. L. Jorgensen,et al.  Comparison of simple potential functions for simulating liquid water , 1983 .

[3]  R. Glen,et al.  Molecular recognition of receptor sites using a genetic algorithm with a description of desolvation. , 1995, Journal of molecular biology.

[4]  R. Kroemer Structure-based drug design: docking and scoring. , 2007, Current protein & peptide science.

[5]  V. Hornak,et al.  Comparison of multiple Amber force fields and development of improved protein backbone parameters , 2006, Proteins.

[6]  M. Steinmetz,et al.  Key interaction modes of dynamic +TIP networks. , 2006, Molecular cell.

[7]  Thorsten Meinl,et al.  KNIME - the Konstanz information miner: version 2.0 and beyond , 2009, SKDD.

[8]  Yi-Ping Phoebe Chen,et al.  Structure-based drug design to augment hit discovery. , 2011, Drug discovery today.

[9]  Wayne Boucher,et al.  The CCPN data model for NMR spectroscopy: Development of a software pipeline , 2005, Proteins.

[10]  Paul N. Mortenson,et al.  Diverse, high-quality test set for the validation of protein-ligand docking performance. , 2007, Journal of medicinal chemistry.

[11]  Kurt Wüthrich,et al.  An EB1-Binding Motif Acts as a Microtubule Tip Localization Signal , 2009, Cell.

[12]  P Willett,et al.  Development and validation of a genetic algorithm for flexible docking. , 1997, Journal of molecular biology.

[13]  Gerrit Groenhof,et al.  GROMACS: Fast, flexible, and free , 2005, J. Comput. Chem..

[14]  Shaomeng Wang,et al.  How Does Consensus Scoring Work for Virtual Library Screening? An Idealized Computer Experiment , 2001, J. Chem. Inf. Comput. Sci..

[15]  Robin Taylor,et al.  A new test set for validating predictions of protein–ligand interaction , 2002, Proteins.

[16]  Maurizio Recanatini,et al.  Structure-based design of small-molecule protein – protein interaction modulators : the story , 2014 .

[17]  Tim J Stevens,et al.  DANGLE: A Bayesian inferential method for predicting protein backbone dihedral angles and secondary structure. , 2010, Journal of magnetic resonance.

[18]  M. Jacobson,et al.  Multisite Phosphorylation Disrupts Arginine-Glutamate Salt Bridge Networks Required for Binding of Cytoplasmic Linker-associated Protein 2 (CLASP2) to End-binding Protein 1 (EB1)* , 2012, The Journal of Biological Chemistry.

[19]  F. Lombardo,et al.  Experimental and computational approaches to estimate solubility and permeability in drug discovery and development settings. , 2001, Advanced drug delivery reviews.

[20]  D. Parry,et al.  Fifty years of coiled-coils and alpha-helical bundles: a close relationship between sequence and structure. , 2008, Journal of structural biology.

[21]  Juping Yuan,et al.  Mitotic centromere-associated kinesin (MCAK): a potential cancer drug target , 2011, Oncotarget.

[22]  Gergő Bohner,et al.  EBs Recognize a Nucleotide-Dependent Structural Cap at Growing Microtubule Ends , 2012, Cell.

[23]  Olivier Michielin,et al.  Sequence Determinants of a Microtubule Tip Localization Signal (MtLS)* , 2012, The Journal of Biological Chemistry.

[24]  J. Wells,et al.  Small-molecule inhibitors of protein-protein interactions: progressing toward the reality. , 2014, Chemistry & biology.

[25]  Ronald D. Vale,et al.  Structural determinants for EB1-mediated recruitment of APC and spectraplakins to the microtubule plus end , 2005, The Journal of cell biology.

[26]  Ryan G. Coleman,et al.  ZINC: A Free Tool to Discover Chemistry for Biology , 2012, J. Chem. Inf. Model..

[27]  Richard D. Taylor,et al.  Modeling water molecules in protein-ligand docking using GOLD. , 2005, Journal of medicinal chemistry.

[28]  Martin A. Schärer,et al.  Molecular Insights into Mammalian End-binding Protein Heterodimerization* , 2009, The Journal of Biological Chemistry.

[29]  Richard D. Taylor,et al.  Improved protein–ligand docking using GOLD , 2003, Proteins.

[30]  R. Kammerer,et al.  Characterization of G2L3 (GAS2-like 3), a New Microtubule- and Actin-binding Protein Related to Spectraplakins , 2011, The Journal of Biological Chemistry.

[31]  T. N. Bhat,et al.  The Protein Data Bank , 2000, Nucleic Acids Res..

[32]  Nathan Brown,et al.  Molecular optimization using computational multi-objective methods. , 2007, Current opinion in drug discovery & development.

[33]  M. Steinmetz,et al.  Structural insights into the EB1–APC interaction , 2005, The EMBO journal.

[34]  David Ryan Koes,et al.  ZINCPharmer: pharmacophore search of the ZINC database , 2012, Nucleic Acids Res..

[35]  Thorsten Meinl,et al.  KNIME: The Konstanz Information Miner , 2007, GfKl.

[36]  Miklos Feher,et al.  Consensus scoring for protein-ligand interactions. , 2006, Drug discovery today.

[37]  Niels Galjart,et al.  Plus-End-Tracking Proteins and Their Interactions at Microtubule Ends , 2010, Current Biology.

[38]  M Nilges,et al.  A calculation strategy for the structure determination of symmetric demers by 1H NMR , 1993, Proteins.