Modeling the Binding and Conformational Energetics of a Targeted Covalent Inhibitor to Bruton's Tyrosine Kinase

被引:24
作者
Awoonor-Williams, Ernest [1 ,2 ]
Rowley, Christopher N. [3 ]
机构
[1] Mem Univ Newfoundland, Dept Chem, St John, NF A1B 3X9, Canada
[2] Novartis Inst BioMed Res, 181 Massachusetts Ave, Cambridge, MA 02139 USA
[3] Carleton Univ, Dept Chem, Ottawa, ON K1S 5B6, Canada
基金
加拿大自然科学与工程研究理事会;
关键词
FREE-ENERGY CALCULATIONS; PROTEIN-KINASES; DRUG DISCOVERY; SIDE-CHAINS; GLEEVEC; SELECTIVITY; MODIFIERS; POTENCY; DESIGN; ABL;
D O I
10.1021/acs.jcim.1c00897
中图分类号
R914 [药物化学];
学科分类号
100701 ;
摘要
Targeted covalent inhibitors (TCIs) bind to their targets in both covalent and noncovalent modes, providing exceptionally high affinity and selectivity. These inhibitors have been effectively employed as inhibitors of protein kinases, with Taunton and coworkers (Nat. Chem. Biol. 2015, 11, 525-531) reporting a notable example of a TCI with a cyanoacrylamide warhead that forms a covalent thioether linkage to an active-site cysteine (Cys481) of Bruton's tyrosine kinase (BTK). The specific mechanism of the binding and the relative importance of the covalent and noncovalent interactions is difficult to determine experimentally, and established simulation methods for calculating the absolute binding affinity of an inhibitor cannot describe the covalent bond-forming steps. Here, an integrated approach using alchemical free-energy perturbation and QM/MM molecular dynamics methods was employed to model the complete Gibbs energy profile for the covalent inhibition of BTK by a cyanoacrylamide TCI. These calculations provide a rigorous and complete absolute Gibbs energy profile of the covalent modification binding process. Following a classic thiol-Michael addition mechanism, the target cysteine is deprotonated to form a nucleophilic thiolate, which then undergoes a facile conjugate addition to the electrophilic functional group to form a bond with the noncovalently bound ligand. This model predicts that the formation of the covalent linkage is highly exergonic relative to the noncovalent binding alone. Nevertheless, noncovalent interactions between the ligand and individual amino acid residues in the binding pocket of the enzyme are also essential for ligand binding, particularly van der Waals dispersion forces, which have a larger contribution to the binding energy than the covalent component in absolute terms. This model also shows that the mechanism of covalent modification of a protein occurs through a complex series of steps and that entropy, conformational flexibility, noncovalent interactions, and the formation of covalent linkage are all significant factors in the ultimate binding affinity of a covalent drug to its target.
引用
收藏
页码:5234 / 5242
页数:9
相关论文
共 51 条
[1]   Advances in covalent kinase inhibitors [J].
Abdeldayem, Ayah ;
Raouf, Yasir S. ;
Constantinescu, Stefan N. ;
Moriggl, Richard ;
Gunning, Patrick T. .
CHEMICAL SOCIETY REVIEWS, 2020, 49 (09) :2617-2687
[2]   Gromacs: High performance molecular simulations through multi-level parallelism from laptops to supercomputers [J].
Abraham, Mark James ;
Murtola, Teemu ;
Schulz, Roland ;
Páll, Szilárd ;
Smith, Jeremy C. ;
Hess, Berk ;
Lindah, Erik .
SoftwareX, 2015, 1-2 :19-25
[3]   Predictions of Ligand Selectivity from Absolute Binding Free Energy Calculations [J].
Aldeghi, Matteo ;
Heifetz, Alexander ;
Bodkin, Michael J. ;
Knapp, Stefan ;
Biggin, Philip C. .
JOURNAL OF THE AMERICAN CHEMICAL SOCIETY, 2017, 139 (02) :946-957
[4]   Accurate calculation of the absolute free energy of binding for drug molecules [J].
Aldeghi, Matteo ;
Heifetz, Alexander ;
Bodkin, Michael J. ;
Knappcd, Stefan ;
Biggin, Philip C. .
CHEMICAL SCIENCE, 2016, 7 (01) :207-218
[5]   Uncovering Molecular Bases Underlying Bone Morphogenetic Protein Receptor Inhibitor Selectivity [J].
Alsamarah, Abdelaziz ;
LaCuran, Alecander E. ;
Oelschlaeger, Peter ;
Hao, Jijun ;
Luo, Yun .
PLOS ONE, 2015, 10 (07)
[6]   Covalent and non-covalent binding free energy calculations for peptidomimetic inhibitors of SARS-CoV-2 main protease [J].
Awoonor-Williams, Ernest ;
Abu-Saleh, Abd Al-Aziz A. .
PHYSICAL CHEMISTRY CHEMICAL PHYSICS, 2021, 23 (11) :6746-6757
[7]   Quantum Chemical Methods for Modeling Covalent Modification of Biological Thiols [J].
Awoonor-Williams, Ernest ;
Isley, William C. ;
Dale, Stephen G. ;
Johnson, Erin R. ;
Yu, Haibo ;
Becke, Axel D. ;
Roux, Benoit ;
Rowley, Christopher N. .
JOURNAL OF COMPUTATIONAL CHEMISTRY, 2020, 41 (05) :427-438
[8]   How Reactive are Druggable Cysteines in Protein Kinases? [J].
Awoonor-Williams, Ernest ;
Rowley, Christopher N. .
JOURNAL OF CHEMICAL INFORMATION AND MODELING, 2018, 58 (09) :1935-1946
[9]   The hydration structure of methylthiolate from QM/MM molecular dynamics [J].
Awoonor-Williams, Ernest ;
Rowley, Christopher N. .
JOURNAL OF CHEMICAL PHYSICS, 2018, 149 (04)
[10]   Modeling covalent-modifier drugs [J].
Awoonor-Williams, Ernest ;
Walsh, Andrew G. ;
Rowley, Christopher N. .
BIOCHIMICA ET BIOPHYSICA ACTA-PROTEINS AND PROTEOMICS, 2017, 1865 (11) :1664-1675