MMSL 2013, 82(3):102-114 | DOI: 10.31482/mmsl.2013.015
MODELING THE BINDING OF CWAs TO AChE AND BuChEOriginal article
- 1 Biosciences and Biotechnology Division, Mailstop L-372, Lawrence Livermore National Laboratory, 7000 East Ave, Livermore CA, 94550.
- 2 Computation Directorate Mailstop L-561, Lawrence Livermore National Laboratory, 7000 East Ave Livermore CA 94550.
- 3 Condensed Matter and Materials Division, Mailstop L-198, Lawrence Livermore National Laboratory, 7000 East Ave Livermore CA 94550.
- 4 Deer Valley High School, 4700 Lone Tree Way, Antioch, CA 94531
Traditional chemical weapon agents (CWAs) are known to bind acetylcholinesterase (AChE) and butyrylcholinesterase (BuChE). Their lethality is known to be different for different mammalian species. We have modeled the binding affinity of CWAs to AChE and BuChE in human, rabbit, rat and mouse using molecular docking and free energy calculations. Through molecular docking we are able to correctly bind the CWAs at the active site. Using molecular mechanics generalized Born surface area (MMGBSA) calculations, we determined the binding free energy in the active site. Through these calculations, we observe that correct orientation at the active site is critical to binding.
Keywords: AChE; BuChE; computational docking; molecular dynamics simulations; binding free energy calculations
Received: February 10, 2013; Revised: March 25, 2013; Published: September 6, 2013 Show citation
References
- Holmstedt, B., Pharmacology of organophosphorus cholinesterase inhibitors. Pharmacological Reviews, 1959. 11(3): p. 567-688.
Go to PubMed...
- Taylor, P., Z. Radic, N.A. Hosea, S. Camp, P. Marchot, and H.A. Berman, Structural bases for the specificity of cholinesterase catalysis and inhibition. Toxicology Letters, 1995. 82-3: p. 453-458.
Go to original source...
Go to PubMed...
- Quinn, D.M., Acetylcholinesterase - Enzyme Structure, Reaction Dynamics, and Virtual Transition-States. Chemical Reviews, 1987. 87(5): p. 955-979.
Go to original source...
- Dvir, H., I. Silman, M. Harel, T.L. Rosenberry, and J.L. Sussman, Acetylcholinesterase: From 3D structure to function. Chemico-Biological Interactions, 2010. 187(1-3): p. 10-22.
Go to original source...
Go to PubMed...
- Guo, J.X., M.M. Hurley, J.B. Wright, and G.H. Lushington, A docking score function for estimating ligand-protein interactions: Application to acetylcholinesterase inhibition. Journal of Medicinal Chemistry, 2004. 47(22): p. 5492-5500.
Go to original source...
Go to PubMed...
- Guo, J.X., J.J.Q. Wu, J.B. Wright, and G.H. Lushington, Mechanistic insight into acetylcholinesterase inhibition and acute toxicity of organophosphorus compounds: A molecular modeling study. Chemical Research in Toxicology, 2006. 19(2): p. 209-216.
Go to original source...
Go to PubMed...
- Hurley, M.M., A. Balboa, G.H. Lushington, and J.X. Guo, Interactions of organophosphorus and related compounds with cholinesterases, a theoretical study. Chemico-Biological Interactions, 2005. 157: p. 321-325.
Go to original source...
Go to PubMed...
- Lushington, G.H., J.X. Guo, and M.M. Hurley, Acetylcholinesterase: Molecular modeling with the whole toolkit. Current Topics in Medicinal Chemistry, 2006. 6(1): p. 57-73.
Go to original source...
Go to PubMed...
- Schowen, R.L., Transition states of biochemical processes, G.R. D. and R.L. Schowen, Editors. 1978, Plenum: New Your. p. 77-114.
Go to original source...
- Rosenberry, T.L., Catalysis by Acetylcholinesterase - Evidence That Rate-Limiting Step for Acylation with Certain Substrates Precedes General Acid-Base Catalysis. Proceedings of the National Academy of Sciences of the United States of America, 1975. 72(10): p. 3834-3838.
Go to original source...
- Zhang, Y.K., J. Kua, and J.A. McCammon, Role of the catalytic triad and oxyanion hole in acetylcholinesterase catalysis: An ab initio QM/MM study. Journal of the American Chemical Society, 2002. 124(35): p. 10572-10577.
Go to original source...
Go to PubMed...
- Stedman, E. and L.H. Easson, Choline-esterase. An enzyme present in the blood-serum of the horse. Biochemical Journal, 1932. 26: p. 2056-2066.
Go to original source...
Go to PubMed...
- Darvesh, S., D.A. Hopkins, and C. Geula, Neurobiology of butyrylcholinesterase. Nature Reviews Neuroscience, 2003. 4(2): p. 131-138.
Go to original source...
Go to PubMed...
- Barnard, E.A., Neuromuscular Transmission-enzymatic destruction of acetlycholine, in The Peripheral Nervous System, J. Hubbard, Editor. 1974, Plenum: New York.
Go to original source...
- Masson, P. and O. Lockridge, Butyrylcholinesterase for protection from organophosphorus poisons: Catalytic complexities and hysteretic behavior. Archives of Biochemistry and Biophysics, 2010. 494(2): p. 107-120.
Go to original source...
Go to PubMed...
- Jbilo, O., C.F. Bartels, A. Chatonnet, J.P. Toutant, and O. Lockridge, Tissue distribution of human acetylcholinesterase and butyrylcholinesterase messenger-RNA. Toxicon, 1994. 32(11): p. 1445-1457.
Go to original source...
Go to PubMed...
- Broomfield, C.A., D.M. Maxwell, R.P. Solana, C.A. Castro, A.V. Finger, and D.E. Lenz, Protection by butyrylcholinesterase against organophosphorus poisoning in nonhuman primates. Journal of Pharmacology and Experimental Therapeutics, 1991. 259(2): p. 633-638.
- Nachon, F., E. Carletti, M. Wandhammer, Y. Nicolet, L.M. Schopfer, P. Masson, and O. Lockridge, X-ray crystallographic snapshots of reaction intermediates in the G117H mutant of human butyrylcholinesterase, a nerve agent target engineered into a catalytic bioscavenger. Biochemical Journal, 2011. 434: p. 73-82.
Go to original source...
Go to PubMed...
- Langenberg, J.P., L.P.A. Dejong, M.F. Otto, and H.P. Benschop, Spontaneous and Oxime-Induced Reactivation of Acetylcholinesterase Inhibited by Phosphoramidates. Archives of Toxicology, 1988. 62(4): p. 305-310.
Go to original source...
Go to PubMed...
- Kovarik, Z. and V. Simeon-Rudolf, Interaction of human butyrylcholinesterase variants with bambuterol and terbutaline. Journal of Enzyme Inhibition and Medicinal Chemistry, 2004. 19(2): p. 113-117.
Go to original source...
Go to PubMed...
- Lockridge, O., genetic-variants of human serum-cholinesterase influence metabolism of the muscle-relaxant succinylcholine. Pharmacology & Therapeutics, 1990. 47(1): p. 35-60.
Go to original source...
Go to PubMed...
- Ladu, B.N., C.F. Bartels, C.P. Nogueira, A. Hajra, H. Lightstone, A. Vanderspek, and O. Lockridge, phenotypic and molecular biological analysis of human butyrylcholinesterase variants. Clinical Biochemistry, 1990. 23(5): p. 423-431.
Go to original source...
Go to PubMed...
- Mikami, L.R., S. Wieseler, R.L.R. Souza, L.M. Schopfer, F. Nachon, O. Lockridge, and E.A. Chautard-Freire-Maia, Five new naturally occurring mutations of the BCHE gene and frequencies of 12 butyrylcholinesterase alleles in a Brazilian population. Pharmacogenetics and Genomics, 2008. 18(3): p. 213-218.
Go to original source...
Go to PubMed...
- Yen, T., B.N. Nightingale, J.C. Burns, D.R. Sullivan, and P.M. Stewart, Butyrylcholinesterase (BCHE) genotyping for post-succinylcholine apnea in an Australian population. Clinical Chemistry, 2003. 49(8): p. 1297-1308.
Go to original source...
Go to PubMed...
- Flegar-Mestric, Z., B. Surina, and Z. Siftar, Biological variations of human serum butyrylcholinesterase activity in a population from Zagreb, Croatia. Chemico-Biological Interactions, 1999. 120: p. 193-199.
Go to original source...
Go to PubMed...
- Lando, G., A. Mosca, R. Bonora, F. Azzario, S. Penco, A. Marocchi, M. Panteghini, and M.C. Patrossoa, Frequency of butyrylcholinesterase gene mutations in individuals with abnormal inhibition numbers: an Italian-population study. Pharmacogenetics, 2003. 13(5): p. 265-270.
Go to original source...
Go to PubMed...
- Lockridge, O. and P. Masson, Pesticides and susceptible populations: People with butyrylcholinesterase genetic variants may be at risk. Neurotoxicology, 2000. 21(1-2): p. 113-126.
- Marti-Renom, M.A., A.C. Stuart, A. Fiser, R. Sanchez, F. Melo, and A. Sali, Comparative protein structure modeling of genes and genomes. Annual Review of Biophysics and Biomolecular Structure, 2000. 29: p. 291-325.
Go to original source...
Go to PubMed...
- Sali, A. and T.L. Blundell, Comparative Protein Modeling by Satisfaction of Spatial Restraints. Journal of Molecular Biology, 1993. 234(3): p. 779-815.
Go to original source...
Go to PubMed...
- Morris, G., D. Goodsell, R. Halliday, R. Huey, W. Hart, R. Belew, and A. Olson, Automated docking using a Lamarckian Genetic Algorithm and Empirical Binding Free Energy Function. J. Computational Chemistry, 1998. 19: p. 1639-1662.
Go to original source...
- Trott, O. and A.J. Olson, Software News and Update AutoDock Vina: Improving the Speed and Accuracy of Docking with a New Scoring Function, Efficient Optimization, and Multithreading. Journal of Computational Chemistry, 2010. 31(2): p. 455-461.
Go to PubMed...
- Morris, G.M., R. Huey, W. Lindstrom, M.F. Sanner, R.K. Belew, D.S. Goodsell, and A.J. Olson, AutoDock4 and AutoDockTools4: Automated Docking with Selective Receptor Flexibility. Journal of Computational Chemistry, 2009. 30(16): p. 2785-2791.
Go to original source...
Go to PubMed...
- Benschop, H.P. and L.P.A. Dejong, Nerve Agent Stereoisomers - Analysis, Isolation, and Toxicology. Accounts of Chemical Research, 1988. 21(10): p. 368-374.
Go to original source...
- Benschop, H.P., C.A.G. Konings, J. Vangenderen, and L.P.A. Dejong, Isolation, anticholinesterase properties, and acute toxicity in mice of the 4 stereoisomers of the nerve agent soman. Toxicology and Applied Pharmacology, 1984. 72(1): p. 61-74.
Go to original source...
Go to PubMed...
- Phillips, J.C., R. Braun, W. Wang, J. Gumbart, E. Tajkhorshid, E. Villa, C. Chipot, R.D. Skeel, L. Kale, and K. Schulten, Scalable molecular dynamics with NAMD. Journal of Computational Chemistry, 2005. 26(16): p. 1781-1802.
Go to original source...
Go to PubMed...
- MacKerell, J., A. D., D. Bashford, M. Bellott, R.L. Dunbrack Jr., J.D. Evanseck, M.J. Field, S. Fischer, J. Gao, H. Guo, S. Ha, D. Joseph-McCarthy, L. Kuchnir, K. Kuczera, F.T.K. Lau, C. Mattos, S. Michnick, T. Ngo, D.T. Nguyen, B. Prodhom, I. Reiher, W.E., B. Roux, M. Schlenkrich, J.C. Smith, R. Stote, J. Straub, M. Watanabe, J. Wiorkiewicz-Kuczera, D. Yin, and M. Karplus, All-atom empirical potential for molecular modeling and dynamics studies of proteins. Journal of Physical Chemistry B, 1998. 102: p. 3586-3616.
Go to original source...
Go to PubMed...
- Jorgensen, W.L., J. Chandrasekhar, J.D. Madura, R.W. Impey, and M.L. Klein, Comparison of Simple Potential Functions for Simulating Liquid Water. Journal of Chemical Physics, 1983. 79(2): p. 926-935.
Go to original source...
- Habtemariam, B., V.M. Anisimov, and A.D. MacKerell, Cooperative binding of DNA and CBF beta to the Runt domain of the CBF alpha studied via MD simulations. Nucleic Acids Research, 2005. 33(13): p. 4212-4222.
Go to original source...
Go to PubMed...
- Lee, M.S., F.R. Salsbury, and C.L. Brooks, Novel generalized Born methods. Journal of Chemical Physics, 2002. 116(24): p. 10606-10614.
Go to original source...
- Still, W.C., A. Tempczyk, R.C. Hawley, and T. Hendrickson, Semianalytical Treatment of Solvation for Molecular Mechanics and Dynamics. Journal of the American Chemical Society, 1990. 112(16): p. 6127-6129.
Go to original source...
- Brooks, B.R., C.L. Brooks, 3rd, A.D. Mackerell, Jr., L. Nilsson, R.J. Petrella, B. Roux, Y. Won, G. Archontis, C. Bartels, S. Boresch, A. Caflisch, L. Caves, Q. Cui, A.R. Dinner, M. Feig, S. Fischer, J. Gao, M. Hodoscek, W. Im, K. Kuczera, T. Lazaridis, J. Ma, V. Ovchinnikov, E. Paci, R.W. Pastor, C.B. Post, J.Z. Pu, M. Schaefer, B. Tidor, R.M. Venable, H.L. Woodcock, X. Wu, W. Yang, D.M. York, and M. Karplus, CHARMM: the biomolecular simulation program. Journal of Computational Chemistry, 2009. 30(10): p. 1545-614.
Go to original source...
Go to PubMed...
- Vandenberg, G.R., H.C. Beck, and H.P. Benschop, Stereochemical analysis of the nerve agents soman, sarin, tabun, and vx by proton nmr-spectroscopy with optically-active shift-reagents. Bulletin of Environmental Contamination and Toxicology, 1984. 33(5): p. 505-514.
Go to original source...
Go to PubMed...
- Kwasnieski, O., L. Verdier, M. Malacria, and E. Derat, Fixation of the Two Tabun Isomers in Acetylcholinesterase: A QM/MM Study. Journal of Physical Chemistry B, 2009. 113(29): p. 10001-10007.
Go to original source...
Go to PubMed...
- Bartling, A., F. Worek, L. Szinicz, and H. Thiermann, Enzyme-kinetic investigation of different sarin analogues reacting with human acetylcholinesterase and butyrylcholinesterase. Toxicology, 2007. 233(1-3): p. 166-172.
Go to original source...
Go to PubMed...
- Ordentlich, A., D. Barak, G. Sod-Moriah, D. Kaplan, D. Mizrahi, Y. Segall, C. Kronman, Y. Karton, A. Lazar, D. Marcus, B. Velan, and A. Shafferman, Stereoselectivity toward VX is determined by interactions with residues of the acyl pocket as well as of the peripheral anionic site of AChE. Biochemistry, 2004. 43(35): p. 11255-11265.
Go to original source...
Go to PubMed...
- Carletti, E., H. Li, B. Li, F. Ekstrom, Y. Nicolet, M. Loiodice, E. Gillon, M.T. Froment, O. Lockridge, L.M. Schopfer, P. Masson, and F. Nachon, Aging of Cholinesterases Phosphylated by Tabun Proceeds through O-Dealkylation. Journal of the American Chemical Society, 2008. 130(47): p. 16011-16020.
Go to original source...
Go to PubMed...
- Fathimulla, F., Preliminary assessment of health impacts for the Newport Chemical Agent Disposal Facility. Drug and Chemical Toxicology, 2000. 23(1): p. 55-66.
Go to original source...
Go to PubMed...
- Wandhammer, M., E. Carletti, M. Van der Schans, E. Gillon, Y. Nicolet, P. Masson, M. Goeldner, D. Noort, and F. Nachon, Structural Study of the Complex Stereoselectivity of Human Butyrylcholinesterase for the Neurotoxic V-agents. Journal of Biological Chemistry, 2011. 286(19): p. 16783-16789.
Go to original source...
Go to PubMed...
- Yang, W.C., Y.M. Pan, L. Fang, D.Q. Gao, F. Zheng, and C.G. Zhan, Free Energy Perturbation Simulation on Transition States and High-Activity Mutants of Human Butyrylcholinesterase for (-)-Cocaine Hydrolysis. Journal of Physical Chemistry B, 2010. 114(33): p. 10889-10896.
Go to original source...
Go to PubMed...
- Canos, J., L. Andreu, R. Bolinches, F. Rogla, A. Otte, and C. Gil, Case of Succinylcholine Apnea - Identification of Genetic-Variants. Annales De L Anesthesiologie Francaise, 1979. 20(2): p. 109-112.
Go to PubMed...
- Gao, D.Q. and C.G. Zhan, Modeling effects of oxyanion hole on the ester hydrolysis catalyzed by human cholinesterases. Journal of Physical Chemistry B, 2005. 109(48): p. 23070-23076.
Go to original source...
Go to PubMed...
- Ordentlich, A., D. Barak, C. Kronman, N. Ariel, Y. Segall, B. Velan, and A. Shafferman, Functional characteristics of the oxyanion hole in human acetylcholinesterase. Journal of Biological Chemistry, 1998. 273(31): p. 19509-19517.
Go to original source...
Go to PubMed...
- Wlodek, S.T., J. Antosiewicz, and J.M. Briggs, On the mechanism of acetylcholinesterase action: The electrostatically induced acceleration of the catalytic acylation step. Journal of the American Chemical Society, 1997. 119(35): p. 8159-8165.
Go to original source...
- Fuxreiter, M. and A. Warshel, Origin of the catalytic power of acetylcholinesterase: Computer simulation studies. Journal of the American Chemical Society, 1998. 120(1): p. 183-194.
Go to original source...
- Vagedes, P., B. Rabenstein, J. Aqvist, J. Marelius, and E.W. Knapp, The deacylation step of acetylcholinesterase: Computer simulation studies. Journal of the American Chemical Society, 2000. 122(49): p. 12254-12262.
Go to original source...
- Nemukhin, A.V., S.V. Lushchekina, A.V. Bochenkova, A.A. Golubeva, and S.D. Varfolomeev, Characterization of a complete cycle of acetylcholinesterase catalysis by ab initio QM/MM modeling. Journal of Molecular Modeling, 2008. 14(5): p. 409-416.
Go to original source...
Go to PubMed...
- Humphrey, W., A. Dalke, and K. Schulten, VMD-Visual Molecular Dynamics. J. Molec. Graphics, 1996. 14(1): p. 33-38.
Go to original source...
Go to PubMed...
- Stone, J., Efficient Library for Parallel Ray Tracing and Animation, in Computer Science Department1998, University of Missouri-Rolla: Rolla.
- Papadopoulos, J.S. and R. Agarwala, COBALT: constraint-based alignment tool for multiple protein sequences. Bioinformatics, 2007. 23(9): p. 1073-1079.
Go to original source...
Go to PubMed...
- Sanner, M.F., A.J. Olson, and J.C. Spehner, Reduced surface: An efficient way to compute molecular surfaces. Biopolymers, 1996. 38(3): p. 305-320.
Go to original source...
Go to PubMed...