Abstract
Entamoeba histolytica is the causative agent of amoebiasis, which infects an estimated 50 million people globally each year. This parasite uses glycolysis as its only source of energy making enzymes of this route such as phosphoglycerate mutase (EhPGAM) excellent targets in the search for new drugs, a continuing necessity due to the adverse effects and unsuccessful cases of treatment that have resulted from the use of available antiparasitic agents. The aim of this work is to present the biochemical and structural characterization of EhPGAM and the results of a search for the first inhibitors of this enzyme. To this end, the activity of purified recombinant EhPGAM was assessed against an in-house chemical library of 200 benzimidazole derivatives. The results showed that seven compounds inhibited this enzyme about 40–70% at 100 μM and molecular dynamics simulations indicated that the two most potent inhibitors (Compound 1 and Compound 2) form stable complexes and have the highest binding energy. Hence, these inhibitors can be considered good candidates in the search of new drugs to treat amoebiasis.
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Aguayo-Ortiz R, Mendez-Lucio O, Medina-Franco JL, Castillo R, Yepez-Mulia L, Hernandez-Luis F, Hernandez-Campos A (2013) Towards the identification of the binding site of benzimidazoles to beta-tubulin of Trichinella spiralis: insights from computational and experimental data. J Mol Graph Model 41:12–19
Alam F, Salam MA, Hassan P, Mahmood I, Kabir M, Haque R (2014) Amebic liver abscess in northern region of Bangladesh: sociodemographic determinants and clinical outcomes. BMC Res Notes 7:625
Ali V, Nozaki T (2007) Current therapeutics, their problems, and sulfur-containing-amino-acid metabolism as a novel target against infections by “amitochondriate” protozoan parasites. Clin Microbiol Rev 20(1):164–187
Aqvist J, Medina C, Samuelsson JE (1994) A new method for predicting binding affinity in computer-aided drug design. Protein Eng 7(3):385–391
Arnold K, Bordoli L, Kopp J, Schwede T (2006) The SWISS-MODEL workspace: a web-based environment for protein structure homology modelling. Bioinformatics 22(2):195–201
Azam A, Peerzada MN, Ahmad K (2015) Parasitic diarrheal disease: drug development and targets. Front Microbiol 6:1183
Baxt LA, Singh U (2008) New insights into Entamoeba histolytica pathogenesis. Curr Opin Infect Dis 21(5):489–494
Bendesky A, Menendez D, Ostrosky-Wegman P (2002) Is metronidazole carcinogenic? Mutat Res 511(2):133–144
Benkert P, Biasini M, Schwede T (2011) Toward the estimation of the absolute quality of individual protein structure models. Bioinformatics 27(3):343–350
Best RB, Hummer G (2009) Optimized molecular dynamics force fields applied to the helix-coil transition of polypeptides. J Phys Chem B 113(26):9004–9015
Biasini M, Bienert S, Waterhouse A, Arnold K, Studer G, Schmidt T, Kiefer F, Gallo Cassarina T, Bertoni M, Bordoli M, Schwede T (2014) SWISS-MODEL: modelling protein tertiary and quaternary structure using evolutionary information. Nucleic Acids Res 42:252–258
Bruckner DA (1992) Amebiasis. Clin Microbiol Rev 5(4):356–369
Crowther GJ, Booker ML, He M, Li T, Raverdy S, Novelli JF, He P, Dale NR, Fife AM, Barker Jr RH, Kramer ML, Van Voorhis WC, Carlow CK, Wang MW (2014) Cofactor-independent phosphoglycerate mutase from nematodes has limited druggability, as revealed by two high-throughput screens. PLoS Negl Trop Dis 8(1):e2628
Cudmore SL, Delgaty KL, Hayward-McClelland SF, Petrin DP, Garber GE (2004) Treatment of infections caused by metronidazole-resistant Trichomonas vaginalis. Clin Microbiol Rev 17(4):783–793
Chevalier N, Rigden DJ, Van Roy J, Opperdoes FR, Michels PA (2000) Trypanosoma brucei contains a 2,3-bisphosphoglycerate independent phosphoglycerate mutase. Eur J Biochem 267(5):1464–1472
Debnath A, Shahinas D, Bryant C, Hirata K, Miyamoto Y, Hwang G, Gut J, Renslo AR, Pillai DR, Eckmann L, Reed SL, McKerrow JH (2014) Hsp90 inhibitors as new leads to target parasitic diarrheal diseases. Antimicrob Agents Chemother 58(7):4138–4144
Egan WJ, KMJr Merz, Baldwin JJ (2000) Prediction of drug absorption using multivariate statistics. J Med Chem 43(21):3867–3877
Espinosa-Cantellano M, Martinez-Palomo A (2000) Pathogenesis of intestinal amebiasis: from molecules to disease. Clin Microbiol Rev 13(2):318–331
Flores-Carrillo P, Velazquez-Lopez JM, Aguayo-Ortiz R, Hernandez-Campos A, Trejo-Soto PJ, Yepez-Mulia L, Castillo R (2017) Synthesis, antiprotozoal activity, and chemoinformatic analysis of 2-(methylthio)-1H-benzimidazole-5-carboxamide derivatives: Identification of new selective giardicidal and trichomonicidal compounds. Eur J Med Chem 137:211–220
Guerra DG, Vertommen D, Fothergill-Gilmore LA, Opperdoes FR, Michels PA (2004) Characterization of the cofactor-independent phosphoglycerate mutase from Leishmania mexicana mexicana. Histidines that coordinate the two metal ions in the active site show different susceptibilities to irreversible chemical modification. Eur J Biochem 271(9):1798–1810
Haque R, Huston CD, Hughes M, Houpt E, Petri Jr WA (2003) Amebiasis. N Engl J Med 348(16):1565–1573
Hehre WJ (2003) A guide to molecular mechanics and quantum chemical calculations. Wavefunction, Inc, Irvine, CA
Hornak V, Abel R, Okur A, Strockbine B, Roitberg A, Simmerling C (2006) Comparison of multiple Amber force fields and development of improved protein backbone parameters. Proteins 65(3):712–725
Jacob A, Lancaster J, Buhler J, Harris B, Chamberlain RD (2008) Mercury BLASTP: Accelerating Protein Sequence Alignment. ACM Trans Reconfigurable Technol Syst 1(2):9
Jacobson MP, Friesner RA, Xiang Z, Honig B (2002) On the role of the crystal environment in determining protein side-chain conformations. J Mol Biol 320(3):597–608
Jacobson MP, Pincus DL, Rapp CS, Day TJ, Honig B, Shaw DE, Friesner RA (2004) A hierarchical approach to all-atom protein loop prediction. Proteins 55(2):351–367
Jedrzejas MJ (2000) Structure, function, and evolution of phosphoglycerate mutases: comparison with fructose-2,6-bisphosphatase, acid phosphatase, and alkaline phosphatase. Prog Biophys Mol Biol 73(2-4):263–287
Jedrzejas MJ, Chander M, Setlow P, Krishnasamy G (2000a) Mechanism of catalysis of the cofactor-independent phosphoglycerate mutase from Bacillus stearothermophilus. Crystal structure of the complex with 2-phosphoglycerate. J Biol Chem 275(30):23146–23153
Jedrzejas MJ, Chander M, Setlow P, Krishnasamy G (2000b) Structure and mechanism of action of a novel phosphoglycerate mutase from Bacillus stearothermophilus. EMBO J 19(7):1419–1431
Jorgensen WL, Chandrasekhar J, Madura JD, Impey RW, Klein ML (1983) Comparison of simple potential functions for simulating liquid water. J Chem Phys 79(2):926–935
Lambert C, Leonard N, De Bolle X, Depiereux E (2002) ESyPred3D: Prediction of proteins 3D structures. Bioinformatics 18(9):1250–1256
Laskowski RA, MacArthur MW, Moss DS, Thornton JM (1993) PROCHECK: a program to check the stereochemical quality of protein structures. J Appl Crystallogr 26(2):283–291
Lindorff-Larsen K, Piana S, Palmo K, Maragakis P, Klepeis JL, Dror RO, Shaw DE (2010) Improved side-chain torsion potentials for the Amber ff99SB protein force field. Proteins 78(8):1950–1958
Lipinski CA, Lombardo F, Dominy BW, Feeney PJ (2001) Experimental and computational approaches to estimate solubility and permeability in drug discovery and development settings. Adv Drug Deliv Rev 46(1-3):3–26
Lofmark S, Edlund C, Nord CE (2010) Metronidazole is still the drug of choice for treatment of anaerobic infections. Clin Infect Dis 50(1):16–23
Lopez-Vallejo F, Castillo R, Yepez-Mulia L, Medina-Franco JL (2011) Benzotriazoles and indazoles are scaffolds with biological activity against Entamoeba histolytica. J Biomol Screen 16(8):862–868
Moreno-Sanchez R, Encalada R, Marin-Hernandez A, Saavedra E (2008) Experimental validation of metabolic pathway modeling. FEBS J 275(13):3454–3469
Mori M, Jeelani G, Masuda Y, Sakai K, Tsukui K, Waluyo D, Tarwadi, Watanabe Y, Nonaka K, Matsumoto A, Omura S, Nozaki T, Shiomi K (2015) Identification of natural inhibitors of Entamoeba histolytica cysteine synthase from microbial secondary metabolites. Front Microbiol 6:962
Morris GM, Huey R, Lindstrom W, Sanner MF, Belew RK, Goodsell DS, Olson AJ (2009) AutoDock4 and AutoDockTools4: Automated docking with selective receptor flexibility. J Comput Chem 30(16):2785–2791
Nagpal I, Raj I, Subbarao N, Gourinath S (2012) Virtual screening, identification and in vitro testing of novel inhibitors of O-acetyl-L-serine sulfhydrylase of Entamoeba histolytica. PLoS One 7(2):e30305
Nowicki MW, Kuaprasert B, McNae IW, Morgan HP, Harding MM, Michels PAM, Fothergill-Gilmore LA, Walkinshaw MD(2009) Crystal Structures of Leishmania mexicana Phosphoglycerate Mutase Suggest a One-Metal Mechanism and a New Enzyme Subclass. J Mol Biol 394(3):535–543
Punkvang A, Saparpakorn P, Hannongbua S, Wolschann P, Beyer A, Pungpo P (2010) Investigating the structural basis of arylamides to improve potency against M. tuberculosis strain through molecular dynamics simulations. Eur J Med Chem 45(12):5585–5593
Ramos F, Moran P, Gonzalez E, Garcia G, Ramiro M, Gomez A, Leon DE, Melendro EI, Valadez A, Ximenez C (2005) High prevalence rate of Entamoeba histolytica asymptomatic infection in a rural Mexican community. Am J Trop Med Hyg 73(1):87–91
Roe FJ (1983) Toxicologic evaluation of metronidazole with particular reference to carcinogenic, mutagenic, and teratogenic potential. Surgery 93:158–164
Saavedra E, Encalada R, Pineda E, Jasso-Chavez R, Moreno-Sanchez R (2005) Glycolysis in Entamoeba histolytica. Biochemical characterization of recombinant glycolytic enzymes and flux control analysis. FEBS J 272(7):1767–1783
Saavedra E, Marin-Hernandez A, Encalada R, Olivos A, Mendoza-Hernandez G, Moreno-Sanchez R (2007) Kinetic modeling can describe in vivo glycolysis in Entamoeba histolytica. FEBS J 274(18):4922–4940
Saucedo-Mendiola ML, Salas-Pacheco JM, Aguirre-López B, Téllez-Valencia A (2012) Advances in the search of new drugs against amebiasis. In: Tellez-Valencia A (Ed.) Current topics of drug design in parasitic and bacterial diseases. Transworld Research Networks, Kerala, India, pp 67–81
Saucedo-Mendiola ML, Salas-Pacheco JM, Najera H, Rojo-Dominguez A, Yepez-Mulia L, Avitia-Dominguez C, Tellez-Valencia A (2014) Discovery of Entamoeba histolytica hexokinase 1 inhibitors through homology modeling and virtual screening. J Enzym Inhib Med Chem 29(3):325–332
Sharma OP, Vadlamudi Y, Liao Q, Strodel B, Suresh Kumar M (2013) Molecular modeling, dynamics, and an insight into the structural inhibition of cofactor independent phosphoglycerate mutase isoform 1 from Wuchereria bancrofti using cheminformatics and mutational studies. J Biomol Struct Dyn 31(7):765–778
Soria-Arteche O, Hernández-Campos A, Yépez-Mulia L, Trejo-Soto PJ, Hernández-Luis F, Gres-Molina J, Maldonado LA, Castillo R (2013) Synthesis and antiprotozoal activity of nitazoxanide-N-methylbenzimidazole hybrids. Bioorg Med Chem Lett 23(24):6838–6841
Sousa da Silva AW, Vranken WF (2012) ACPYPE-AnteChamber PYthon Parser interfacE. BMC Res Notes 5:367
Stephen P, Vijayan R, Bhat A, Subbarao N, Bamezai RN (2008) Molecular modeling on pyruvate phosphate dikinase of Entamoeba histolytica and in silico virtual screening for novel inhibitors. J Comput Aided Mol Des 22(9):647–660
Theel ES, Pritt BS (2016) Parasites. Microbiol Spectr 4(4) https://doi.org/10.1128/microbiolspec.DMIH2-0013-2015
Tovar J, Fischer A, Clark CG (1999) The mitosome, a novel organelle related to mitochondria in the amitochondrial parasite Entamoeba histolytica. Mol Microbiol 32(5):1013–1021
Van Der Spoel D, Lindahl E, Hess B, Groenhof G, Mark AE, Berendsen HJ (2005) GROMACS: fast, flexible, and free. J Comput Chem 26(16):1701–1718
Veber DF, Johnson SR, Cheng HY, Smith BR, Ward KW, Kopple KD (2002) Molecular properties that influence the oral bioavailability of drug candidates. J Med Chem 45(12):2615–2623
Velázquez-López JM, Hernández-Campos A, Yépez-Mulia L, Téllez-Valencia A, Flores-Carrillo P, Nieto-Meneses R, Castillo R (2016) Synthesis and trypanocidal activity of novel benzimidazole derivatives. Bioorg Med Chem Lett 26(17):4377–4381
Wang J, Wang W, Kollman PA, Case DA (2006) Automatic atom type and bond type perception in molecular mechanical calculations. J Mol Graph Model 25(2):247–260
Wang J, Wolf RM, Caldwell JW, Kollman PA, Case DA (2004) Development and testing of a general amber force field. J Comput Chem 25(9):157–1174
Wang Y, Wei Z, Liu L, Cheng Z, Lin Y, Ji F, Gong W (2005) Crystal structure of human B-type phosphoglycerate mutase bound with citrate. Biochem Biophys Res Commun 331(4):1207–1215
Wiechelman KJ, Braun RD, Fitzpatrick JD (1988) Investigation of the bicinchoninic acid protein assay: identification of the groups responsible for color formation. Anal Biochem 175(1):231–237
Ximenez C, Moran P, Rojas L, Valadez A, Gomez A (2009) Reassessment of the epidemiology of amebiasis: state of the art. Infect Genet Evol 9(6):1023–1032
Yu H, Dranchak P, Li Z, MacArthur R, Munson MS, Mehzabeen N, Baird NJ, Battalie KP, Ross D, Lovell S, Carlow CK, Suga H, Inglese J (2017) Macrocycle peptides delineate locked-open inhibition mechanism for microorganism phosphoglycerate mutases. Nat Commun 3(8):14932
Acknowledgements
The authors acknowledge DGESCA for the use of supercomputer Miztli. ATV and CAD acknowledge CONACyT for grants No. 257848 and No. 258694, respectively. CONACyT is also acknowledged by ALC (fellowship No. 231153) and EESC (fellowship No. 283595).
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la Cruz, A.LD., Sanabria-Chanaga, E.E., Yépez-Mulia, L. et al. Structural characterization, biochemical, inhibition and computational studies of Entamoeba histolytica phosphoglycerate mutase: finding hits for a new antiamoebic drug. Med Chem Res 27, 1705–1716 (2018). https://doi.org/10.1007/s00044-018-2184-y
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DOI: https://doi.org/10.1007/s00044-018-2184-y