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1.
J Chem Theory Comput ; 6(7): 2140-52, 2010 Jul 13.
Article in English | MEDLINE | ID: mdl-26615941

ABSTRACT

A method of rapid entropy estimation for small molecules in vacuum, solution, and inside a protein receptor is proposed. We show that the Hessian matrix of second derivatives built by a quasi-Newton optimizer during geometry optimization of a molecule with a classical molecular potential in these three environments can be used to predict vibrational entropies. We also show that a simple analytical solvation model allows for no less accurate entropy estimation of molecules in solution than a physically rigorous but computationally more expensive model based on Poisson's equation. Our work also suggests that scaled particle theory more precisely estimates the hydrophobic part of solvation entropy than the using a simple surface area term.

2.
Acta Crystallogr D Biol Crystallogr ; 62(Pt 7): 741-9, 2006 Jul.
Article in English | MEDLINE | ID: mdl-16790930

ABSTRACT

An automated computational procedure for fitting a ligand into its electron density with the use of the MMFF94 force field and a Gaussian shape description has been developed. It employs a series of adiabatic optimizations of gradually increasing shape potential. Starting from a set of energy-relaxed ligand conformations, the final results are structures realistically strained to fit the crystallographic data.


Subject(s)
Computer Simulation , Ligands , Algorithms , Binding Sites , Crystallography, X-Ray/methods , Hydrogen Bonding , Models, Molecular , Molecular Conformation , Molecular Structure , Protein Binding , Proteins/chemistry , Proteins/metabolism , Structure-Activity Relationship , Thermodynamics
3.
Biopolymers ; 53(3): 265-71, 2000 Mar.
Article in English | MEDLINE | ID: mdl-10679631

ABSTRACT

Based on previous molecular dynamics simulation results for acetylcholinesterase dimer, we calculate and analyse the electrostatic field fluctuations around the enzyme. The results show that dynamic features of the electrostatic field favor attraction of the positively-charged substrate. An Internet link to an animation of the results is also provided.


Subject(s)
Acetylcholinesterase/chemistry , Electrochemistry , Protein Structure, Quaternary , Static Electricity , Substrate Specificity
4.
Proc Natl Acad Sci U S A ; 95(16): 9280-3, 1998 Aug 04.
Article in English | MEDLINE | ID: mdl-9689071

ABSTRACT

Acetylcholinesterase, with an active site located at the bottom of a narrow and deep gorge, provides a striking example of enzymes with buried active sites. Recent molecular dynamics simulations showed that reorientation of five aromatic rings leads to rapid opening and closing of the gate to the active site. In the present study the molecular dynamics trajectory is used to quantitatively analyze the effect of the gate on the substrate binding rate constant. For a 2. 4-A probe modeling acetylcholine, the gate is open only 2.4% of the time, but the quantitative analysis reveals that the substrate binding rate is slowed by merely a factor of 2. We rationalize this result by noting that the substrate, by virtue of Brownian motion, will make repeated attempts to enter the gate each time it is near the gate. If the gate is rapidly switching between the open and closed states, one of these attempts will coincide with an open state, and then the substrate succeeds in entering the gate. However, there is a limit on the extent to which rapid gating dynamics can compensate for the small equilibrium probability of the open state. Thus the gate is effective in reducing the binding rate for a ligand 0.4 A bulkier by three orders of magnitude. This relationship suggests a mechanism for achieving enzyme specificity without sacrificing efficiency.


Subject(s)
Acetylcholinesterase/metabolism , Acetylcholine/metabolism , Acetylcholinesterase/chemistry , Kinetics , Protein Binding , Protein Conformation , Substrate Specificity
5.
Protein Sci ; 6(2): 373-82, 1997 Feb.
Article in English | MEDLINE | ID: mdl-9041639

ABSTRACT

This paper explores the dependence of the molecular dynamics (MD) trajectory of a protein molecule on the titration state assigned to the molecule. Four 100-ps MD trajectories of bovine pancreatic trypsin inhibitor (BPTI) were generated, starting from two different structures, each of which was held in two different charge states. The two starting structures were the X-ray crystal structure and one of the solution structures determined by NMR, and the charge states differed only in the ionization state of N terminus. Although it is evident that the MD simulations were too short to sample fully the equilibrium distribution of structures in each case, standard Poisson-Boltzmann titration state analysis of the resulting configurations shows general agreement between the overall titration behavior of the protein and the charge state assumed during MD simulation: at pH 7, the total net charge of the protein resulting from the titration analysis is consistently lower for the protein with the N terminus assumed to be neutral than for the protein with the N terminus assumed to be charged. For most of the ionizable residues, the differences in the calculated pKaS among the four trajectories are statistically negligible and remain in good agreement with the data obtained by crystal structure titration and by experiment. The exceptions include the N terminus, which responds directly to the change of its imposed charge; the C terminus, which in the NMR structure interacts strongly with the former; and a few other residues (Arg 1, Glu 7, Tyr 35, and Arg 42) whose pKaS reflect the initial structure and the limited trajectory lengths. This study illustrates the importance of the careful assignment of protonation states at the start of MD simulations and points to the need for simulation methods that allow for the variation of the protonation state in the calculation of equilibrium properties.


Subject(s)
Aprotinin/chemistry , Crystallography, X-Ray , Hydrogen-Ion Concentration , Kinetics , Protein Conformation , Static Electricity
6.
Biopolymers ; 39(1): 85-94, 1996 Jul.
Article in English | MEDLINE | ID: mdl-8924629

ABSTRACT

The electrostatic steering of charged ligands toward the active site of Torpedo californica acetylcholinesterase is investigated by Brownian dynamics simulations of wild type enzyme and several mutated forms, in which some normally charged residues are neutralized. The simulations reveal that the total ligand influx through a surface of 42 A radius centered in the enzyme monomer and separated from the protein surface by 1-14 A is not significantly influenced by electrostatic interactions. Electrostatic effects are visible for encounters with a surface of 32 A radius, which is partially hidden inside the protein, but mostly within the solvent. A clear accumulation of encounter events for that sphere is observed in the area directly above the entrance to the active site gorge. In this area, the encounter events are increased by 40% compared to the case of a neutral ligand. However, the differences among the encounter rates for the various mutants considered here are not pronounced, all rate constants being within +/- 10% of the average value. The enzyme charge distribution becomes more important as the charged ligand moves toward the bottom of the gorge, where the active site is located. We show that neither the enzyme's total charge, nor its dipole moment, fully account for the electrostatic steering of ligand to the active site. Higher moments of the enzyme's charge distribution are also important. However, for a series of mutations for which the direction of the enzyme dipole moment is constant within a few degrees, one observes a gradual decrease in the diffusional encounter rate constant with the number of neutralized residues. On the other hand, for other mutants that change the direction of the dipole moment from that of the wild type, the calculated encounter rate constants can be very close to that of the wild type. The present work yields two new insights to the kinetics of acetylcholinesterase. First, evolution appears to have built a redundant electrostatic steering capability into this important enzyme through the overall distribution of its thousands of partially charged atoms. And second, roughly half of the rate enhancement due to electrostatics arises from steering of the substrate outside the enzyme; the other half of the rate enhancement arises from improved trapping of the substrate after it has entered the gorge. The computational results reproduce qualitatively, and help to rationalize, many surprising experimental results obtained recently for human acetylcholinesterase.


Subject(s)
Acetylcholinesterase/chemistry , Acetylcholinesterase/metabolism , Animals , Binding Sites , Diffusion , Evolution, Molecular , Kinetics , Ligands , Models, Molecular , Mutation , Torpedo
7.
Biopolymers ; 38(1): 109-17, 1996 Jan.
Article in English | MEDLINE | ID: mdl-8679940

ABSTRACT

Multiconfiguration thermodynamic integration was used to determine the relative binding strength of tacrine and 6-chlorotacrine by Torpedo californica acetylcholinesterase. 6-Chlorotacrine appears to be bound stronger by 0.7+/-0.4 kcal/mol than unsubstituted tacrine when the active site triad residue His-440 is deprotonated. This result is in excellent agreement with experimental inhibition data on electric eel acetylcholinesterase. Electrostatic Poisson-Boltzmann calculations confirm that order of binding strength, resulting in deltaG of binding of -2.9 and -3.3 kcal/mol for tacrine and chlorotacrine, respectively, and suggest inhibitor binding does not occur when His-440 is charged. Our results suggest that electron density redistribution upon tacrine chlorination is mainly responsible for the increased attraction potential between pronated inhibitor molecule and adjacent aromatic groups of Phe-330 and Trp-84.


Subject(s)
Acetylcholinesterase/metabolism , Cholinesterase Inhibitors/metabolism , Tacrine/analogs & derivatives , Tacrine/metabolism , Animals , Models, Chemical , Molecular Structure , Protein Binding , Thermodynamics , Torpedo/metabolism
8.
Biochemistry ; 34(13): 4211-9, 1995 Apr 04.
Article in English | MEDLINE | ID: mdl-7703233

ABSTRACT

A recent experimental study of human acetylcholinesterase has shown that the mutation of surface acidic residues has little effect on the rate constant for hydrolysis of acetylthiocholine. It was concluded, on this basis, that the reaction is not diffusion controlled and that electrostatic steering plays only a minor role in determining the rate. Here we examine this issue through Brownian dynamics simulations on Torpedo californica acetylcholinesterase in which the surface acidic residues homologous with those mutated in the human enzyme are artificially neutralized. The computed effects of the mutations on the rate constants reproduce quite well the modest effects of the mutations upon the measured encounter rates. Nonetheless, the electrostatic field of the enzyme is found to increase the rate constants by about an order of magnitude in both the wild type and the mutants. We therefore conclude that the mutation experiments do not disprove that electrostatic steering substantially affects the catalytic rate of acetylcholinesterase.


Subject(s)
Acetylcholinesterase/chemistry , Mutation , Torpedo , Acetylcholinesterase/genetics , Acetylcholinesterase/metabolism , Acetylthiocholine/metabolism , Animals , Binding Sites , Catalysis , Chemical Phenomena , Chemistry, Physical , Electrochemistry , Humans , Hydrogen-Ion Concentration , Kinetics , Models, Molecular , Osmolar Concentration , Structure-Activity Relationship
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