Conformers, properties, and docking mechanism of the anticancer drug docetaxel: DFT and molecular dynamics studies

The conformational structures and properties of the anticancer drug docetaxel (DTX) are studied theoretically. A total of 3888 trial structures were initially generated by all combinations of internal single‐bond rotamers and screened with the B3LYP/3‐21G* method. A total of 31 unique conformers were further optimized at the B3LYP/6‐311G* method. Their relative energies, dipole moments, rotational constants, and harmonic vibrational frequencies were predicted. Single‐point relative energies were then determined at the M06‐L/6‐311G(2df,p) level. The UV spectrum of the lowest‐lying DTX conformer in methanol was investigated with the TD‐CAM‐B3LYP/6‐311 + G(2df,p) method. The 31 unique DTX structures are mainly docked at three different sites within β‐tubulin. Based on the results of molecular docking and double‐float MD simulations, the lowest‐lying DTX conformer consistently exhibits good docking performance with β‐tubulin. We identified the residues LYS299, ARG215, GLN294, LEU275, THR216, GLU290, PRO274, and THR276 on β‐tubulin as active sites forming a binding pocket responsible for locking DTX within β‐tubulin to make the combination more stable. The RMSD values show that the predicted complexes are favorable, and the SASA analysis shows that the hydrophilic properties of DTX are better than paclitaxel. © 2018 Wiley Periodicals, Inc.

[1]  J. Schellens,et al.  In-vitro metabolism of anti-cancer drugs, methods and applications: paclitaxel, docetaxel, tamoxifen and ifosfamide. , 1998, Cancer treatment reviews.

[2]  P E Bourne,et al.  The Protein Data Bank. , 2002, Nucleic acids research.

[3]  B. Day,et al.  CoMFA, HQSAR and molecular docking studies of butitaxel analogues with β-tubulin , 2005 .

[4]  F. Cappuzzo,et al.  Quality of life results from the phase 3 REVEL randomized clinical trial of ramucirumab-plus-docetaxel versus placebo-plus-docetaxel in advanced/metastatic non-small cell lung cancer patients with progression after platinum-based chemotherapy. , 2016, Lung cancer.

[5]  Jürgen Popp,et al.  A study of Docetaxel-induced effects in MCF-7 cells by means of Raman microspectroscopy , 2012, Analytical and Bioanalytical Chemistry.

[6]  David S. Goodsell,et al.  Automated docking using a Lamarckian genetic algorithm and an empirical binding free energy function , 1998 .

[7]  Parr,et al.  Development of the Colle-Salvetti correlation-energy formula into a functional of the electron density. , 1988, Physical review. B, Condensed matter.

[8]  Leo Radom,et al.  Harmonic Vibrational Frequencies: An Evaluation of Hartree−Fock, Møller−Plesset, Quadratic Configuration Interaction, Density Functional Theory, and Semiempirical Scale Factors , 1996 .

[9]  Nick C. Polfer,et al.  IRMPD spectroscopy of metal-ion/tryptophan complexes. , 2006, Physical chemistry chemical physics : PCCP.

[10]  J. Leroux,et al.  Predicting the Solubility of the Anti-Cancer Agent Docetaxel in Small Molecule Excipients using Computational Methods , 2007, Pharmaceutical Research.

[11]  F. Weinhold,et al.  Electronic basis of improper hydrogen bonding: a subtle balance of hyperconjugation and rehybridization. , 2003, Journal of the American Chemical Society.

[12]  K. Stevenson Review of OriginPro 8.5 , 2011 .

[13]  Zijing Lin,et al.  Systematic ab initio studies of the conformers and conformational distribution of gas-phase tyrosine. , 2005, The Journal of chemical physics.

[14]  K. Kannabiran,et al.  Interaction of marine Streptomyces compounds with selected cancer drug target proteins by in silico molecular docking studies , 2013, Interdisciplinary Sciences: Computational Life Sciences.

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

[16]  A. Becke A New Mixing of Hartree-Fock and Local Density-Functional Theories , 1993 .

[17]  S. H. Vosko,et al.  Accurate spin-dependent electron liquid correlation energies for local spin density calculations: a critical analysis , 1980 .

[18]  M. Levitt,et al.  Aromatic Rings Act as Hydrogen Bond Acceptors , 2022 .

[19]  M. S. Muthu,et al.  Transferrin liposomes of docetaxel for brain-targeted cancer applications: formulation and brain theranostics , 2016, Drug delivery.

[20]  F. Piuzzi,et al.  A simple laser vaporization source for thermally fragile molecules coupled to a supersonic expansion: application to the spectroscopy of tryptophan , 2000 .

[21]  Kenneth H. Downing,et al.  Structure of the αβ tubulin dimer by electron crystallography , 1998, Nature.

[22]  R. Sanson-Fisher,et al.  Measuring quality of life in cancer patients. , 1989, Journal of clinical oncology : official journal of the American Society of Clinical Oncology.

[23]  A. Makanya,et al.  Effects of anticancer drug docetaxel on the structure and function of the rabbit olfactory mucosa. , 2014, Tissue & cell.

[24]  J. E. Jackson,et al.  Dihydrogen bonding: structures, energetics, and dynamics. , 2001, Chemical reviews.

[25]  K. Lyseng-Williamson,et al.  Docetaxel: a review of its use in metastatic breast cancer. , 2005, Drugs.

[26]  Yoshimasa Hama,et al.  Relation between dielectric and low-frequency Raman spectra of hydrogen-bond liquids. , 2005, Physical review letters.

[27]  David S. Goodsell,et al.  AutoDock4 and AutoDockTools4: Automated docking with selective receptor flexibility , 2009, J. Comput. Chem..

[28]  J. Goodman,et al.  Cancer chemotherapy, biodiversity, public and private property: the case of the anti-cancer drug taxol. , 1999, Social science & medicine.

[29]  A. W. Schüttelkopf,et al.  PRODRG: a tool for high-throughput crystallography of protein-ligand complexes. , 2004, Acta crystallographica. Section D, Biological crystallography.

[30]  Jong-Heun Kim,et al.  Impact of perceived social support on the mental health and health‐related quality of life in cancer patients: results from a nationwide, multicenter survey in South Korea , 2013, Psycho-oncology.

[31]  Imre G. Csizmadia,et al.  Peptide models. 1. Topology of selected peptide conformational potential energy surfaces (glycine and alanine derivatives) , 1991 .

[32]  W L Jorgensen,et al.  Rusting of the lock and key model for protein-ligand binding. , 1991, Science.

[33]  C David Sherrill,et al.  Formal Estimation of Errors in Computed Absolute Interaction Energies of Protein-ligand Complexes. , 2011, Journal of chemical theory and computation.

[34]  Shura Hayryan,et al.  A new analytical method for computing solvent‐accessible surface area of macromolecules and its gradients , 2005, J. Comput. Chem..

[35]  Hui Liu,et al.  Studies on the interaction between docetaxel and human hemoglobin by spectroscopic analysis and molecular docking. , 2011, Journal of photochemistry and photobiology. B, Biology.

[36]  H Verli,et al.  GROMOS96 43a1 performance in predicting oligosaccharide conformational ensembles within glycoproteins. , 2010, Carbohydrate research.

[37]  M. Bissery,et al.  Experimental antitumor activity of taxotere (RP 56976, NSC 628503), a taxol analogue. , 1991, Cancer research.

[38]  Scheila Furtado Braga,et al.  A Structure-Activity Study of Taxol, Taxotere, and Derivatives Using the Electronic Indices Methodology (EIM) , 2003, J. Chem. Inf. Comput. Sci..

[39]  Danil C. Kutov,et al.  Combined Docking with Classical Force Field and Quantum Chemical Semiempirical Method PM7 , 2017, Adv. Bioinformatics.

[40]  Vladimir V. Voevodin,et al.  Evaluation of Docking Target Functions by the Comprehensive Investigation of Protein-Ligand Energy Minima , 2015, Adv. Bioinformatics.

[41]  Michelle R. Arkin,et al.  Small-molecule inhibitors of protein–protein interactions: progressing towards the dream , 2004, Nature Reviews Drug Discovery.

[42]  Engen Libowitzky,et al.  Correlation of O-H stretching frequencies and O-H…O hydrogen bond lengths in minerals , 1999 .

[43]  Anthony A. Hyman,et al.  Dynamics and mechanics of the microtubule plus end , 2022 .

[44]  James J. P. Stewart,et al.  MOPAC: A semiempirical molecular orbital program , 1990, J. Comput. Aided Mol. Des..

[45]  A. Perczel,et al.  Deciphering factors which determine the Ramachandran surface of peptides. The application of isodesmic surfaces, Δ E ID ( ϕ , ψ ), to analyze the contribution of rotating moieties to the shape of potential energy surfaces , 2000 .

[46]  W. Delano The PyMOL Molecular Graphics System , 2002 .

[47]  S. Greenfield,et al.  The effect of complementary and alternative medicine on the quality of life of cancer survivors: a systematic review and meta-analyses. , 2013, Complementary therapies in medicine.

[48]  A. Fujishima,et al.  Hydrogen-bonded liquid crystals. Novel mesogens incorporating nonmesogenic bipyridyl compounds through complexation between hydrogen-bond donor and acceptor moieties , 1993 .

[49]  Gaurava Srivastava,et al.  Molecular dynamics simulation and free energy landscape methods in probing L215H, L217R and L225M βI-tubulin mutations causing paclitaxel resistance in cancer cells. , 2016, Biochemical and biophysical research communications.

[50]  Shaohong Wu,et al.  An Efficient Semi‐Synthetic Method to Construct Docetaxel via Sterically Crowded Linear Side Chain Esterification , 2013 .

[51]  Ashok Sharma,et al.  Structural investigations into the binding mode of novel neolignans Cmp10 and Cmp19 microtubule stabilizers by in silico molecular docking, molecular dynamics, and binding free energy calculations , 2016, Journal of biomolecular structure & dynamics.

[52]  Thomas Lengauer,et al.  Novel technologies for virtual screening. , 2004, Drug discovery today.

[53]  D. Levy,et al.  ELECTRONIC-SPECTRUM OF THE AMINO-ACID TRYPTOPHAN COOLED IN A SUPERSONIC MOLECULAR-BEAM , 1985 .

[54]  D. Koshland The Key–Lock Theory and the Induced Fit Theory , 1995 .

[55]  Trygve Helgaker,et al.  Excitation energies in density functional theory: an evaluation and a diagnostic test. , 2008, The Journal of chemical physics.

[56]  Heather A Carlson,et al.  Gaussian-weighted RMSD superposition of proteins: a structural comparison for flexible proteins and predicted protein structures. , 2006, Biophysical journal.