PHARMACOPHORE MODELING AND ATOM-BASED 3D-QSAR STUDIES OF ANTIFUNGAL BENZOFURANS

Authors

  • Sandeep S. Pathare Bharati Vidyapeeth University
  • Sujit G. Bhansali Bharati Vidyapeeth University
  • Kakasaheb R. Mahadik Bharati Vidyapeeth University
  • Vithal M. Kulkarni Department of Pharmaceutical Chemistry, Poona College of Pharmacy, Bharati Vidyapeeth University, Erandwane, Pune - 411038, Maharashtra, India

Keywords:

PHASE, Ligand based pharmacophore, Atom based 3D-QSAR, Nmt Inhibitors

Abstract

A novel series of benzofuran analogs was reported as nonpeptidic Myristoyl-CoA: protein N -myristoyltransferase (Nmt) inhibitors. To find out the common structural requirement of these benzofurans inhibitors, a ligand based pharmacophore and atom-based 3D-QSAR model was generated. A five-point pharmacophore model was developed with two hydrogen bond acceptors (AA), one positive ionic atom (P) and two aromatic ring residues (RR). This is denoted as AAPRR. A statistically significant 3D-QSAR model for training set of 24 compounds was obtained using this pharmacophore hypothesis with correlation coefficient (r2 = 0.916) and high Fisher ratio (F =113.9). Also, the predictive power of generated model for test set of 5 compounds was found to be significant which was confirmed by the high value of cross validated correlation coefficient (q2 = 0.804) and Pearson-R (0.917). The results of ligand based pharmacophore hypothesis and atom based 3D-QSAR model explore the detailed structural perceptivities and also highlights the important binding features of benzofurans with Nmt.

 

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Author Biography

Vithal M. Kulkarni, Department of Pharmaceutical Chemistry, Poona College of Pharmacy, Bharati Vidyapeeth University, Erandwane, Pune - 411038, Maharashtra, India

Department of Pharmaceutical Chemistry

References

Fridkin SK, Jarvis WR. Epidemiology of nosocomial fungal infections. Clin Microbiol Rev 1996;9:499-511.

Latge JP. Aspergillus fumigatus and aspergillosis. Clin Microbiol Rev 1999;12:310-50.

Steenbergen JN, Casadevall AJ. Prevalence of Cryptococcus neoformans var neoformans (Serotype D) and cryptococcus neoformans var grubii (Serotype A) isolates in New York City. Clin Microbiol 2000;38:1974-6.

Duronio RJ, Towler DA, Heuckeroth RO, Gordon JI. Disruption of the yeast N-myristoyl transferase gene causes recessive lethality. Sci 1989;243:796-800.

Weinberg RA, McWherter CA, Freeman SK, Wood DC, Gordon JI, Lee SC. Genetic studies reveal that myristoyl Co A: protein N-myristoyltransferase is an essential enzyme in Candida albicans. Mol Microbiol 1995;16:241-50.

Lodge JK, Machelski E, Toffaletti DL, Perfect JR, Gordon JI. Targeted gene replacement demonstrates that myristoyl-Co A: protein N-myristoyltransferase is essential for viability of Cryptococcus neoformans. Proc Natl Acad Sci USA 1994;91:12008-12.

Wilcox C, Hu JS, Olson EN. Acylation of proteins with myristic acid occurs cotranslationally. Sci 1987;238:275-8.

Johnson DR, Bhatnagar RS, Knoll LJ, Gordon JI. Genetic and biochemical studies of protein N-myristoylation. Annu Rev Biochem 1994;63:869-914.

Benedetti MS, Bani M. Metabolism-based drug interactions involving oral azole antifungals in humans. Drug Metab Rev 1999;31:665-717.

Talele TT, Kulkarni SS, Kulkarni VM. Development of pharmacophore alignment models as input for comparative molecular field analysis of a diverse set of azole antifungal agents. J Chem Inf Comput Sci 1999;39:958-66.

Gokhale VM, Kulkarni VM. Comparative molecular field analysis of fungal squalene epoxidase inhibitors. J Med Chem 1999;42:5348-58.

Karki RG, Kulkarni VM. A feature based Pharmacophore for Candida albicans MyristoylCoA: protein N-myristoyltransferase inhibitors. Eur J Med Chem 2001b;36:147-63.

Karki RG, Kulkarni VM. Computer-aided design and synthesis of Candida albicans N-myristoyltransferase inhibitors as antifungal agents. Indian Drugs 2001;38:406-13.

Masubuchi M, Ken-ichi K, Ebiike H, Ikeda Y, Tsujii S, Sogabe S, et al. Design and synthesis of novel benzofurans as a new class of antifungal agents targeting fungal N-myristoyltransferase Part 1. Bioorg Med Chem Lett 2001;11:1833-7.

Ebiike H, Masubuchi M, Liu P, Kawasaki K, Morikami K, Sogabe S, et al. Design and synthesis of novel benzofurans as a new class of antifungal agents targeting fungal N-myristoyltransferase Part 2. Bioorg Med Chem Lett 2002;12:607-10.

Ken-ichi K, Masubuchi M, Morikami K, Sogabe S, Aoyama T, Ebiike H, et al. Design and synthesis of novel benzofurans as a new class of antifungal agents targeting fungal N-myristoyltransferase Part 3. Bioorg Med Chem Lett 2003;13:87-91.

Purushottamachar P, Kulkarni VM. 3D-QSAR of N-myristoyltransferase inhibiting antifungal agents by CoMFA and CoMSIA methods. Bioorg Med Chem 2003;5:3487-97.

Deokar HS, Purushottamachar P, Kulkarni VM. QSAR analysis of N-myristoyltransferase inhibitors: antifungal activity of benzofurans. Med Chem Res 2009;18:206-20.

Yang SY. Pharmacophore modeling and applications in drug discovery: challenges and recent advances. Drug Discov Today 2010;15:444-50.

Bhansali SG, Kulkarni VM. Pharmacophore generation, atom-based 3D-QSAR, docking, and virtual screening studies of p38-α mitogen activated protein kinase inhibitors: pyridopyridazine-6-ones (part-2). Res Rep Med Chem 2014;4:1-21.

Bhansali SG, Kulkarni VM. 3D-QSAR of p38 mitogen activated protein kinase inhibitors: pyridopyridazine-6-ones (part-1). Res Rep Med Chem 2013;3:29-41.

Bhansali SG, Kulkarni VM. Combined 2D and 3D-QSAR, molecular modeling and docking studies of pyrazolodiazepinones as novel phosphodiesterase 2 inhibitors. SAR QSAR Environ Res 2014;25(11):905-37.

Phase, version 3.4, Schrödinger, LLC, New York NY; 2012.

Golbraikh A, Shen M, Xiao Z, Xiao Y, Lee K. Tropsha, A rational selection of training and test sets for the development of validated QSAR models. J Comput Aided Mol Des 2003;17:241-53.

Lig Prep, version 2.5, Schrödinger, LLC: New York NY; 2012.

Jorgensen WL, Maxwell DS, Tirado-Rives J. Development and testing of the OPLS all-atom force field on conformational energetic and properties of organic liquids. J Am Chem Soc 1996;118:11225-36.

Chang G, Guida WC, Still WC. An internal-coordinate monte carlo method for searching conformational space. J Am Chem Soc 1989;111:4379-86.

Kolossvary I, Guida WC. Low mode search. An efficient, automated computational method for conformational analysis: application to cyclic and acyclic alkanes and cyclic peptides. J Am Chem Soc 1996;118:5011-9.

Dixon SL, Smondyrev AM, Knoll EH, Rao SN, Shaw DE, Friesner RA. PHASE: a new engine for pharmacophore perception, 3D QSAR model development, and 3D database screening: 1. Methodology and preliminary results. J Comput Aided Mol Des 2006;20:647-71.

Dixon SL, Smondyrev AM, Rao S. Phase: a novel approach to pharmacophore modeling and 3d database searching. Chem Biol Drug Des 2006;67:370-2.

Shah UA, Deokar HS, Kadam SS, Kulkarni VM. Pharmacophore generation and atom-based 3D-QSAR of novel 2-(4-methylsulfonylphenyl) pyrimidines as COX-2 inhibitors. Mol Div 2010;14:559-68.

Teli MK. Pharmacophore generation and atom-based 3D-QSAR of N-iso-propyl pyrrole-based derivatives as HMG-CoA reductase inhibitors. Org Med Chem Lett 2012;2:25-34.

Published

01-03-2015

How to Cite

Pathare, S. S., S. G. Bhansali, K. R. Mahadik, and V. M. Kulkarni. “PHARMACOPHORE MODELING AND ATOM-BASED 3D-QSAR STUDIES OF ANTIFUNGAL BENZOFURANS”. International Journal of Pharmacy and Pharmaceutical Sciences, vol. 7, no. 3, Mar. 2015, pp. 453-8, https://journals.innovareacademics.in/index.php/ijpps/article/view/4734.

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