Abstract
Self-consistent charge density functional tight binding (SCC-DFTB) is a promising method for hybrid quantum mechanics/molecular mechanics (QM/MM) simulations of enzyme-catalyzed reactions. The acylation reaction of fatty acid amide hydrolase (FAAH), a promising drug target, was investigated by applying a SCC-DFTB/CHARMM27 scheme. Calculated potential energy barriers resulted in reasonable agreement with experiments for oleamide (OA) and oleoylmethyl ester (OME) substrates, outperforming previous calculations performed at the PM3/CHARMM22 level. Furthermore, the experimental preference of FAAH in hydrolyzing OA faster than OME was adequately reproduced by calculations. All these findings indicate that the SCC-DFTB/CHARMM27 approach can be successfully applied to mechanistic investigations of FAAH-catalyzed reactions.
Similar content being viewed by others
References
Lonsdale R, Ranaghan KE, Mulholland AJ (2010) Computational enzymology. Chem Commun 46:2354–2372
Cavalli A, Carloni P, Recanatini M (2006) Target-related applications of first principles quantum chemical methods in drug design. Chem Rev 106:3497–3519
Field MJ, Bash PA, Karplus M (1990) A combined quantum mechanical and molecular mechanical potential for molecular dynamics simulations. J Comput Chem 11:700–733
Warshel A (2003) Computer simulations of enzyme catalysis: methods, progress, and insights. Annu Rev Biophys Biomol Struct 32:425–443
Senn HM, Thiel W (2009) QM/MM methods for biomolecular systems. Angew Chem Int Ed Engl 48:1198–1229
Friesner RA, Guallar V (2005) Ab initio quantum chemical and mixed quantum mechanics/molecular mechanics (QM/MM) methods for studying enzymatic catalysis. Annu Rev Phys Chem 56:389–427
Claeyssens F, Harvey JN, Manby FR, Mata RA, Mulholland AJ, Ranaghan KE, Schütz M, Thiel S, Thiel W, Werner HJ (2006) High accuracy computation of reaction barriers in enzymes. Angew Chem Int Ed Engl 45:6856–6859
Mulholland AJ (2007) Chemical accuracy in QM/MM calculations on enzyme-catalysed reactions. Chem Cent J 1:1–19
Lodola A, Sirirak J, Fey N, Rivara S, Mor M, Mulholland AJ (2010) Structural fluctuations in enzyme-catalyzed reactions: determinants of reactivity in fatty acid amide hydrolase from multivariate statistical analysis of quantum mechanics/molecular mechanics paths. J Chem Theor Comput 6:2948–2960
Ridder L, Mulholland AJ (2003) Modeling biotransformation reactions by combined quantum mechanical/molecular mechanical approaches: from structure to activity. Curr Top Med Chem 3:1241–1256
Elstner M, Porezag D, Jungnickel G, Elsner J, Haugk M, Frauenheim T, Suhai S, Seifert G (1998) Self-consistent-charge density-functional tight-binding method for simulations of complex materials properties. Phys Rev B 58:7260–7268
Otte N, Scholten M, Thiel W (2007) Looking at self-consistent-charge density functional tight binding from a semiempirical perspective. J Phys Chem A 111:5751–5755
Elstner M (2006) The SCC-DFTB method and its application to biological systems. Theor Chem Acc 116:316–325
Xu D, Guo H, Cui Q (2007) Antibiotic binding to dizinc β-lactamase L1 from Stenotrophomonas maltophilia: SCC-DFTB/CHARMM and DFT studies. J Phys Chem A 111:5630–5636
Cui Q, Elstner M, Kaxiras E, Frauenheim T, Karplus M (2001) A QM/MM implementation of the self-consistent charge density functional tight binding (SCC-DFTB) method. J Phys Chem B 105:569–585
Seabra G, Walker RC, Elstner M, Case DA, Roitberg AE (2007) Implementation of the SCC-DFTB method for hybrid QM/MM simulations within the Amber molecular dynamics package. J Phys Chem A 26:5655–5664
Riccardi D, Schaefer P, Yang Y, Yu H, Ghosh N, Prat-Resina X, König P, Li G, Xu D, Guo H, Elstner M, Cui Q (2006) Development of effective quantum mechanical/molecular mechanical (QM/MM) methods for complex biological processes. J Phys Chem B 110:6458–6469
Lodola A, Mor M, Hermann JC, Tarzia G, Piomelli D, Mulholland AJ (2005) QM/MM modelling of oleamide hydrolysis in fatty acid amide hydrolase (FAAH) reveals a new mechanism of nucleophile activation. Chem Commun 35:4399–4401
Lodola A, Mor M, Rivara S, Christov C, Tarzia G, Piomelli D, Mulholland AJ (2008) Identification of productive inhibitor binding orientation in fatty acid amide hydrolase (FAAH) by QM/MM mechanistic modelling. Chem Commun 2:214–216
Piomelli D (2003) The molecular logic of endocannabinoid signalling. Nat Rev Neurosci 4:873–884
Piomelli D, Tarzia G, Duranti A, Tontini A, Mor M, Compton TR, Dasse O, Monaghan EP, Parrott JA, Putman D (2006) Pharmacological profile of the selective FAAH inhibitor KDS-4103 (URB597). CNS Drug Rev 12:21–38
Lodola A, Mor M, Zurek J, Tarzia G, Piomelli D, Harvey JN, Mulholland AJ (2007) Conformational effects in enzyme catalysis: reaction via a high energy conformation in fatty acid amide hydrolase. Biophys J 92:L20–L22
Tubert-Brohman I, Acevedo O, Jorgensen WL (2006) Elucidation of hydrolysis mechanisms for fatty acid amide hydrolase and its Lys142Ala variant via QM/MM simulations. J Am Chem Soc 128:16904–16913
Brooks BR, Bruccoleri RE, Olafson BD, States DJ, Swaminathan S, Karplus M (1983) CHARMM: a program for macromolecular energy, minimization, and dynamics calculations. J Comput Chem 4:187–217
McKinney MK, Cravatt BF (2005) Structure and function of fatty acid amide hydrolase. Annu Rev Biochem 74:411–432
MacKerell AD Jr, Bashford D, Bellott M, Dunbrack RL Jr, Evanseck JD, Field MJ, Fischer S, Gao J, Guo H, Ha S, Joseph-McCarthy D, Kuchnir L, Kuczera K, Lau FTK, Mattos C, Michnick S, Ngo T, Nguyen DT, Prodhom B, Reiher WE III, Roux B, Schlenkrich M, Smith JC, Stote R, Straub J, Watanabe M, Wiorkiewicz-Kuczera J, Yin D, Karplus M (1998) All-atom empirical potential for molecular modeling and dynamics studies of proteins. J Phys Chem B 102:3586–3616
Yin D, MacKerell AD Jr (1998) Combined ab initio/empirical approach for the optimization of Lennard–Jones parameters. J Comput Chem 19:334–338
Neria E, Fischer S, Karplus M (1996) Simulation of activation free energies in molecular systems. J Chem Phys 105:1902–1921
Shaw KE, Woods CJ, Mulholland AJ (2010) Compatibility of quantum chemical methods and empirical (MM) water models in quantum mechanics/molecular mechanics liquid water simulations. J Phys Chem Lett 1:219–223
Lodola A, Mor M, Sirirak J, Mulholland AJ (2009) Insights into the mechanism and inhibition of fatty acid amide hydrolase from quantum mechanics/molecular mechanics (QM/MM) modelling. Biochem Soc Trans 37(Pt 2):363–367
Bracey MH, Hanson MA, Masuda KR, Stevens RC, Cravatt BF (2002) Structural adaptation in a membrane enzyme that terminates endocannabinoid signaling. Science 298:1793–1796
Brooks CL, Karplus M (1989) Solvent effects on protein motion and protein effects on solvent motion. Dynamics of the active site region of lysozyme. J Mol Biol 208:159–181
Mulholland AJ, Richards WG (1997) Acetyl-CoA enolization in citrate synthase: a quantum mechanical/molecular mechanical (QM/MM) study. Proteins 27:9–25
Eurenius KP, Chatfield DC, Brooks BR, Hodoscek M (1996) Enzyme mechanisms with hybrid quantum and molecular mechanical potentials. I. Theoretical considerations. Int J Quantum Chem 60:1189–1200
Hermann JC, Hensen C, Ridder L, Mulholland AJ, Höltje HD (2005) Mechanisms of antibiotic resistance: QM/MM modeling of the acylation reaction of a class A beta-lactamase with benzylpenicillin. J Am Chem Soc 127:4454–4465
Hermann JC, Ridder L, Höltje HD, Mulholland AJ (2006) Molecular mechanisms of antibiotic resistance: QM/MM modelling of deacylation in a class A beta-lactamase. Org Biomol Chem 4:206–210
Labar G, Michaux C (2007) Fatty acid amide hydrolase: from characterization to therapeutics. Chem Biodivers 4:1882–1902
McKinney MK, Cravatt BF (2003) Evidence for distinct roles in catalysis for residues of the serine-serine-lysine catalytic triad of fatty acid amide hydrolase. J Biol Chem 278:37393–37399
Ahn K, McKinney MK, Cravatt BF (2008) Enzymatic pathways that regulate endocannabinoid signaling in the nervous system. Chem Rev 108:1687–1707
van der Kamp MW, Mulholland AJ (2008) Computational enzymology: insight into biological catalysts from modelling. Nat Prod Rep 6:1001–1014
Mileni M, Garfunkle J, Ezzili C, Kimball FS, Cravatt BF, Stevens RC, Boger DL (2010) X-ray crystallographic analysis of α-ketoheterocycle inhibitors bound to a humanized variant of fatty acid amide hydrolase. J Med Chem 53:230–240
Klähn M, Braun-Sand S, Rosta E, Warshel A (2005) On possible pitfalls in ab initio quantum mechanics/molecular mechanics minimization approaches for studies of enzymatic reactions. J Phys Chem B 109:15645–15650
Garcia-Viloca M, Gao J, Karplus M, Truhlar DG (2005) How enzymes work: analysis by modern rate theory and computer simulations. Science 303:186–195
Bowman AL, Ridder L, Rietjens IM, Vervoort J, Mulholland AJ (2007) Molecular determinants of xenobiotic metabolism: QM/MM simulation of the conversion of 1-chloro-2,4-dinitrobenzene catalyzed by M1-1 glutathione S-transferase. Biochemistry 46:6353–6363
Acknowledgments
AJM and EC thank the Engineering and Physical Science Research Council for support. AJM is an Engineering and Physical Science Research Council Leadership Fellow. JS thanks the Royal Thai Government for funding.
Author information
Authors and Affiliations
Corresponding authors
Rights and permissions
About this article
Cite this article
Capoferri, L., Mor, M., Sirirak, J. et al. Application of a SCC-DFTB QM/MM approach to the investigation of the catalytic mechanism of fatty acid amide hydrolase. J Mol Model 17, 2375–2383 (2011). https://doi.org/10.1007/s00894-011-0981-z
Received:
Accepted:
Published:
Issue Date:
DOI: https://doi.org/10.1007/s00894-011-0981-z