Virtual Screening and ADMET studies to identify KSP inhibitors as anticancer therapeutics
نویسندگان
چکیده
Introduction Kinesin spindle protein (KSP), also known as Hs Eg5 has emerged as a promising target for a new generation antimitotic chemotherapeutic agents, it is a member of the kinesin superfamily of molecular motors that utilize the energy generated from the hydrolysis of ATP to transport vesicles, organelles, and microtubules [1-3]. Ispinesib has emerged as a potent KSP inhibitor with sub nanomolar Ki having a quinazolinone core is an experimental KSP inhibitor from Cytokinetics which has already entered clinical trials.The “Biginelli reaction” that leads to dihydropyrimidines is one of the most famous Multi Component Reactions (MCRs). It was first reported by the Bignelli in 1893 who obtained the important multifunctionalized heterocycle by refluxing a mixture of an aldehyde, a b-ketoester, and urea in the presence of an acid catalyst. This reaction was named as Biginelli reaction and the product as Biginelli product. Inhibition of KSP prevents normal bipolar spindle formation, which leads to mitotic arrest with a characteristic monastrol phenotype and subsequently to apoptosis in transformed cells. KSP inhibition represents a novel and specific mechanism to target the mitotic spindle that may be devoid of the neuropathy associated, mechanism based side effects common to the taxanes and other natural products that target the microtubules [4-6]. The discovery of monastrol, a small, specific, and cell permeable KSP inhibitor, led to several other small molecules as KSP inhibitors. It was reported by Mayer in 1999, considered to be the first small molecule. It targets KSP and led to mitotic arrest. The crystal structure KSP complex with Mg2+ and ADP has been determined by Turner et al. the binding mode of the monastrol was then reported in detail by Yan et al. after discovering monastrol several classes of compounds have been reported. This makes it to possible to make a binding mode analysis for KSP inhibitors. In the present report we have designed Biginelli compound analogous to Monastrol with different isatins. Only 10 compounds out of 100, which were designed and studied for 2D QSAR and ADMET were identified as potent through virtual screening [7-10]. ISSN: 0976-1055 DOI: 10.5138/09761055.2069 © 2016 The Author(s). Open Access This article is distributed under the terms of the Creative Commons Attribution 4.0 International License (http://creativecommons.org/licenses/by/4.0/), which permits unrestricted use, distribution, and reproduction in any medium, provided you give appropriate credit to the original author(s). Chelamalla et al. International Journal of Advances in Pharmaceutical Sciences 9 (1) 1-7 [2017] PAGE | 2 | Molecular modeling Designing of the molecules and library design A library of the molecules was generated by performing structural modifications in descending order on the series of IndoloPyrimidine molecules. Structural modifications were carried out on pyrimidines and Indoles and molecules were generated in 3D. This generated set of 60 ligands from series 4-(3-hydroxyphenyl)-6methyl-2-oxo-N-[(Z)-(2-oxo-substituted indolin-3-ylidene)amino]3,4-dihydro-1H-pyrimidine-5-carboxamides are utilized to carryout virtual screening. Methods Computational methods Discovery studio visualization program accelrys [11] is utilized to visualize the receptors, ligand structures, hydrogen bonding network, to calculate length of the bonds and to render images. Biovia Draw is used to draw the ligand compounds. Auto dock 4.0.1 [12] is the primary docking program used in this work for the semiflexible docking studies. Data warrior property explorer program was used to study the ADMET and 2D QSAR properties of the compounds. Docking by Virtual Screening PyRx is used to predict binding pose with associated energy prediction of the compounds with drug target KSP domain. Protocol followed for carrying out the docking studies using PyRx virtual tool in order to predict binding pose along with associated binding energies is of default parameters similar to the protocol followed elsewhere. Briefly, the energy scoring grid box was set to 126, 126 and 126 Å (x, y, and z) centered at X = 34.4092; Y = 26.4643 and Z = 11.1914 with 0.375 angstroms grid points spacing assigned with default atomic salvation parameters. The grid box was designed such that the active site of KSP domain was surrounded by the three dimensional grid box centered at its active ligand binding site location. Lamarckian Genetic Algorithm (LGA) [13] was selected as docking engine, with all the docking parameters set to default. After each LGA run, Auto dock reports the best docking solution for each docked complex, and the results are reported based on cluster analysis. Binding Gibbs free energy (ΔG) is calculated as a sum of six energy terms of dispersion/repulsion, electrostatic interactions, hydrogen bonding, deviation from covalent geometry, desolvation effects and internal ligand torsional constraints. From a total of 10 docking modes represented by LGA cluster analysis, the lowest energy docking mode was selected from each docking simulation. Pharmacological properties of the compounds Data warrior software [14] was used to check the pharmaceutical fidelity of the drug candidates. Molecular descriptors, such as Log P, the number of hydrogen bond donors, the number of hydrogen bond acceptors, and the molecular mass and toxicity of the compounds were analyzed. Results and Discussion Docking of the compounds with KSP domain active site We have performed the docking studies for the present studied 60 compounds with the KSP domain protein targeting its active binding site in order to know the binding energy involved in this complex formation. Docking results are tabulated in Table 1. In this present work only ten compounds have shown to be successfully docking inside the active site of KSP domain with a binding energy in a range of -7.7 to -7.0 Kcal/mol. We have compared our docking results with Ispinesib (N-(3-aminopropyl)-N-[(1R)-1-(3-benzyl-7chloro-4-oxoquinazolin-2-yl)-2-methylpropyl]-4-methylbenzamide) under clnical trial for KSP, showing binding energy of -5.2 Kcal/mol. It was identified that all the compounds are showing better binding energies than these control by showing -7.7 to -7.0 Kcal/mol of binding energy respectively. As per the molecular docking results, it was revealed that compounds IP2 and IP4 have the best estimated -7.7 Kcal/mol of binding energy Table 1 for the KSP domain complex formation (Figure.1). Chelamalla et al. International Journal of Advances in Pharmaceutical Sciences 9 (1) 1-7 [2017] PAGE | 3 | Table 1: Results of ADMET and 2D QSAR studies of new Indolo – Pyrimidine derivatives Chelamalla et al. International Journal of Advances in Pharmaceutical Sciences 9 (1) 1-7 [2017] PAGE | 4 | Prediction of pharmacological properties Data warrior was utilized to predict the pharmacological properties of the present studied compounds according to Lipinski’s Rule of Five [15]. The pharmacological attributes prediction results are displayed in Table 2. Based on the experimental values, it was inferred that all the ten compounds successfully satisfied all the parameters of Lipinski’s Rule of Five. The parameters of the Lipinski’s rule are as follows: the molecular weight must be < 500 Da, Log P < 5, the number of hydrogen donors must be < 5, the number of acceptor hydrogen’s must be < 10, and the refractivity molar range must be between 40–130. However, one parameter exception can be given out of above mentioned ones. As per the veber’s rule [16] oral bioavailability of drugs could be measured by the molecular weight, number of rotatable bonds (n rotb), number of hydrogen bonds, and the expanse of the drug’s polar surface (TPSA). The oral bioavailability was marked by small molecular weight (less than 500 Da); also, the number of rotatable bond must be less than 10, the number of hydrogen bond donors and acceptors must be less than 12, and TPSA values less than 140. Table 2 shows that all the compounds have a promising oral bioavaibility. Table 2: Docking results of the pyrimidine coumarin series of compounds with KSP domain S. No Structure name Compound Docking energy (Kcal/mol)
منابع مشابه
Molecular Docking Based on Virtual Screening, Molecular Dynamics and Atoms in Molecules Studies to Identify the Potential Human Epidermal Receptor 2 Intracellular Domain Inhibitors
Human epidermal growth factor receptor 2 (HER2) is a member of the epidermal growth factor receptor family having tyrosine kinase activity. Overexpression of HER2 usually causes malignant transformation of cells and is responsible for the breast cancer. In this work, the virtual screening, molecular docking, quantum mechanics and molecular dynamics methods were employed to study protein–ligand ...
متن کاملPharmacophore Based Virtual Screening Approach to Identify Selective PDE4B Inhibitors
Phosphodiesterase 4 (PDE4) has been established as a promising target in asthma andchronic obstructive pulmonary disease. PDE4B subtype selective inhibitors are known toreduce the dose limiting adverse effect associated with non-selective PDE4B inhibitors. Thismakes the development of PDE4B subtype selective inhibitors a desirable research goal. Toachieve this goal, ligand based pharmacophore m...
متن کاملPharmacophore Based Virtual Screening Approach to Identify Selective PDE4B Inhibitors
Phosphodiesterase 4 (PDE4) has been established as a promising target in asthma andchronic obstructive pulmonary disease. PDE4B subtype selective inhibitors are known toreduce the dose limiting adverse effect associated with non-selective PDE4B inhibitors. Thismakes the development of PDE4B subtype selective inhibitors a desirable research goal. Toachieve this goal, ligand based pharmacophore m...
متن کاملMcl-1 stability determines mitotic cell fate of human multiple myeloma tumor cells treated with the kinesin spindle protein inhibitor ARRY-520.
Kinesin spindle protein (KSP/Eg5) inhibitors are novel anticancer agents that have thus far shown only modest activity in the clinic. Understanding how to identify patients who may be most sensitive to treatment is clearly needed to improve the development of these molecules. We studied four multiple myeloma cell lines treated with the KSP inhibitor ARRY-520 to identify factors important for in...
متن کاملPharmacophore Modeling, Virtual Screening, and Molecular Docking Studies for Discovery of Novel Akt2 Inhibitors
Akt2 is considered as a potential target for cancer therapy. In order to find novel Akt2 inhibitors which have different scaffolds, structure-based pharmacophore model and 3D-QSAR pharmacophore model were built and validated by different methods. Then, they were used for chemical databases virtual screening. The selected compounds were further analyzed and refined using drug-like filters and AD...
متن کامل