Discovery of Novel Small-Molecule Calcium Sensitizers for Cardiac Troponin C: A Combined Virtual and Experimental Screening Approach

Heart failure is a leading cause of death throughout the world and is triggered by a disruption of the cardiac contractile machinery. This machinery is regulated in a calcium-dependent manner by the protein complex troponin. Calcium binds to the N-terminal domain of cardiac troponin C (cNTnC) setting into motion the cascade of events leading to muscle contraction. Because of the severity and prevalence of heart failure, there is a strong need to develop small-molecule therapeutics designed to increase the calcium sensitivity of cardiac troponin in order to treat this devastating condition. Molecules that are able to stabilize an open configuration of cNTnC and additionally facilitate the binding of the cardiac troponin I (cTnI) switch peptide have the potential to enable increased calcium sensitization and strengthened cardiac function. Here, we employed a high throughput virtual screening methodology built upon the ability of computational docking to reproduce known experimental results and to accurately recognize cNTnC conformations conducive to small molecule binding using a receiver operator characteristic curve analysis. This approach combined with concurrent stopped-flow kinetic experimental verification led to the identification of a number of sensitizers, which slowed the calcium off-rate. An initial hit, compound 4, was identified with medium affinity (84 ± 30 μM). Through refinement, a calcium sensitizing agent, compound 5, with an apparent affinity of 1.45 ± 0.09 μM was discovered. This molecule is one of the highest affinity calcium sensitizers known to date.

[1]  S. Lindert,et al.  Molecular Dynamics and Umbrella Sampling Simulations Elucidate Differences in Troponin C Isoform and Mutant Hydrophobic Patch Exposure. , 2018, The journal of physical chemistry. B.

[2]  Levi C. T. Pierce,et al.  Dynamics and Calcium Association to the N-Terminal Regulatory Domain of Human Cardiac Troponin C: A Multiscale Computational Study , 2012, The journal of physical chemistry. B.

[3]  Jonathan P. Davis,et al.  Successful Identification of Cardiac Troponin Calcium Sensitizers Using a Combination of Virtual Screening and ROC Analysis of Known Troponin C Binders , 2017, J. Chem. Inf. Model..

[4]  Jalal K. Siddiqui,et al.  Myofilament Calcium Sensitivity: Consequences of the Effective Concentration of Troponin I , 2016, Front. Physiol..

[5]  Matthew P. Repasky,et al.  Extra precision glide: docking and scoring incorporating a model of hydrophobic enclosure for protein-ligand complexes. , 2006, Journal of medicinal chemistry.

[6]  Rommie E. Amaro,et al.  An improved relaxed complex scheme for receptor flexibility in computer-aided drug design , 2008, J. Comput. Aided Mol. Des..

[7]  B. Sykes,et al.  Structures reveal details of small molecule binding to cardiac troponin. , 2016, Journal of molecular and cellular cardiology.

[8]  B. Sykes,et al.  Structure of the Inhibitor W7 Bound to the Regulatory Domain of Cardiac Troponin C† , 2009, Biochemistry.

[9]  Jalal K. Siddiqui,et al.  Designing proteins to combat disease: Cardiac troponin C as an example. , 2016, Archives of biochemistry and biophysics.

[10]  Svetlana B Tikunova,et al.  Ca(2+) exchange with troponin C and cardiac muscle dynamics. , 2008, Cardiovascular research.

[11]  R. Solaro,et al.  Stimulation of Ca++ Binding and ATPase Activity of Dog Cardiac Myofibrils by AR‐L 115BS, a Novel Cardiotonic Agent , 1982, Circulation research.

[12]  I. M. Robertson,et al.  Probing the mechanism of cardiovascular drugs using a covalent levosimendan analog , 2016, Journal of molecular and cellular cardiology.

[13]  Jennifer L. Knight,et al.  OPLS3: A Force Field Providing Broad Coverage of Drug-like Small Molecules and Proteins. , 2016, Journal of chemical theory and computation.

[14]  Clint L. Miller,et al.  Regulation of Phosphodiesterase 3 and Inducible cAMP Early Repressor in the Heart , 2007, Circulation research.

[15]  K. Swedberg,et al.  Guidelines for the diagnosis and treatment of chronic heart failure. , 2001, European heart journal.

[16]  Gordon M. Crippen,et al.  Prediction of Physicochemical Parameters by Atomic Contributions , 1999, J. Chem. Inf. Comput. Sci..

[17]  Brian D Sykes,et al.  Structure of the Regulatory N-domain of Human Cardiac Troponin C in Complex with Human Cardiac Troponin I147–163 and Bepridil* , 2002, The Journal of Biological Chemistry.

[18]  J. Papp,et al.  ORM-3819 promotes cardiac contractility through Ca(2+) sensitization in combination with selective PDE III inhibition, a novel approach to inotropy. , 2016, European journal of pharmacology.

[19]  Arthur J. Olson,et al.  AutoDock Vina: Improving the speed and accuracy of docking with a new scoring function, efficient optimization, and multithreading , 2009, J. Comput. Chem..

[20]  A. McCulloch,et al.  Molecular Effects of cTnC DCM Mutations on Calcium Sensitivity and Myofilament Activation-An Integrated Multiscale Modeling Study. , 2016, The journal of physical chemistry. B.

[21]  Jung-Hsin Lin,et al.  The relaxed complex method: Accommodating receptor flexibility for drug design with an improved scoring scheme. , 2003, Biopolymers.

[22]  J. Mccammon,et al.  Computer‐Aided Drug Discovery Approach Finds Calcium Sensitizer of Cardiac Troponin , 2015, Chemical biology & drug design.

[23]  J. Chalovich,et al.  A computational and experimental approach to investigate bepridil binding with cardiac troponin. , 2011, The journal of physical chemistry. B.

[24]  S. Perrone,et al.  Calcium sensitizer agents: a new class of inotropic agents in the treatment of decompensated heart failure. , 2005, International journal of cardiology.

[25]  C. Simmerling,et al.  ff14SB: Improving the Accuracy of Protein Side Chain and Backbone Parameters from ff99SB. , 2015, Journal of chemical theory and computation.

[26]  B. Sykes,et al.  Binding of cardiac troponin-I147-163 induces a structural opening in human cardiac troponin-C. , 1999, Biochemistry.

[27]  Jonathan P. Davis,et al.  Rationally engineered Troponin C modulates in vivo cardiac function and performance in health and disease , 2016, Nature Communications.

[28]  M. Endoh,et al.  A novel cardiotonic agent SCH00013 acts as a Ca++ sensitizer with no chronotropic activity in mammalian cardiac muscle. , 1998, The Journal of pharmacology and experimental therapeutics.

[29]  J. Mccammon,et al.  Computational drug design accommodating receptor flexibility: the relaxed complex scheme. , 2002, Journal of the American Chemical Society.

[30]  Yuichiro Maéda,et al.  Structure of the core domain of human cardiac troponin in the Ca2+-saturated form , 2003, Nature.

[31]  J. Andrew McCammon,et al.  Gaussian Accelerated Molecular Dynamics: Unconstrained Enhanced Sampling and Free Energy Calculation , 2015, Journal of chemical theory and computation.

[32]  J. Johnson,et al.  Stimulation of cardiac myofilament force, ATPase activity and troponin C Ca++ binding by bepridil. , 1986, The Journal of pharmacology and experimental therapeutics.

[33]  Svetlana B Tikunova,et al.  Effects of thin and thick filament proteins on calcium binding and exchange with cardiac troponin C. , 2007, Biophysical journal.

[34]  D. Allen,et al.  Calcium sensitisers. , 1990, BMJ.

[35]  Gaël Varoquaux,et al.  Scikit-learn: Machine Learning in Python , 2011, J. Mach. Learn. Res..

[36]  Luhua Lai,et al.  Further development and validation of empirical scoring functions for structure-based binding affinity prediction , 2002, J. Comput. Aided Mol. Des..

[37]  Woody Sherman,et al.  Protein and ligand preparation: parameters, protocols, and influence on virtual screening enrichments , 2013, Journal of Computer-Aided Molecular Design.

[38]  J. Levijoki,et al.  Cardiac troponin C as a target protein for a novel calcium sensitizing drug, levosimendan. , 1995, Journal of molecular and cellular cardiology.

[39]  S. Perry Troponin I: Inhibitor or facilitator , 2004, Molecular and Cellular Biochemistry.

[40]  Ruth Huey,et al.  Computational protein–ligand docking and virtual drug screening with the AutoDock suite , 2016, Nature Protocols.

[41]  Matthew P. Repasky,et al.  Glide: a new approach for rapid, accurate docking and scoring. 1. Method and assessment of docking accuracy. , 2004, Journal of medicinal chemistry.

[42]  E. Homsher,et al.  Skeletal and cardiac muscle contractile activation: tropomyosin "rocks and rolls". , 2001, News in physiological sciences : an international journal of physiology produced jointly by the International Union of Physiological Sciences and the American Physiological Society.

[43]  Hege S. Beard,et al.  Glide: a new approach for rapid, accurate docking and scoring. 2. Enrichment factors in database screening. , 2004, Journal of medicinal chemistry.

[44]  Brian D Sykes,et al.  Solution structure of the regulatory domain of human cardiac troponin C in complex with the switch region of cardiac troponin I and W7: the basis of W7 as an inhibitor of cardiac muscle contraction. , 2010, Journal of molecular and cellular cardiology.

[45]  Steffen Lindert,et al.  Mechanism of Cardiac Troponin C Calcium Sensitivity Modulation by Small Molecules Illuminated by Umbrella Sampling Simulations , 2019, J. Chem. Inf. Model..

[46]  S. Lindert,et al.  Computational Studies of Cardiac and Skeletal Troponin , 2019, Front. Mol. Biosci..

[47]  Jeremy R. Greenwood,et al.  Epik: a software program for pKa prediction and protonation state generation for drug-like molecules , 2007, J. Comput. Aided Mol. Des..

[48]  Jonathan P. Davis,et al.  3-Chlorodiphenylamine activates cardiac troponin by a mechanism distinct from bepridil or TFP , 2018, The Journal of general physiology.

[49]  Long-timescale molecular dynamics simulations elucidate the dynamics and kinetics of exposure of the hydrophobic patch in troponin C. , 2012, Biophysical journal.

[50]  B. Sykes,et al.  Structural based insights into the role of troponin in cardiac muscle pathophysiology , 2004, Journal of Muscle Research & Cell Motility.

[51]  M. Nieminen,et al.  Levosimendan: current data, clinical use and future development , 2013, Heart, lung and vessels.

[52]  J. V. Van Eyk,et al.  Altered interactions among thin filament proteins modulate cardiac function. , 1996, Journal of molecular and cellular cardiology.

[53]  J. Baell,et al.  New substructure filters for removal of pan assay interference compounds (PAINS) from screening libraries and for their exclusion in bioassays. , 2010, Journal of medicinal chemistry.

[54]  I. M. Robertson,et al.  Interaction of cardiac troponin with cardiotonic drugs: a structural perspective. , 2008, Biochemical and biophysical research communications.

[55]  Melonie P. Heron Deaths: Leading Causes for 2017. , 2019, National vital statistics reports : from the Centers for Disease Control and Prevention, National Center for Health Statistics, National Vital Statistics System.

[56]  R. Adler,et al.  Musculoskeletal system. , 2018, Ultrasound in medicine & biology.