The DOI matches its Crossref record; 210 of the 210 references it cites were found in a registry or an index.
Progress in Ab Initio QM/MM Free-Energy Simulations of Electrostatic Energies in Proteins: Accelerated QM/MM Studies of p Ka, Redox Reactions and Solvation Free Energies
Open accessAbstract
Hybrid quantum mechanical/molecular mechanical (QM/MM) approaches have been used to provide a general scheme for chemical reactions in proteins. However, such approaches still present a major challenge to computational chemists, not only because of the need for very large computer time in order to evaluate the QM energy but also because of the need for proper computational sampling. This review focuses on the sampling issue in QM/MM evaluations of electrostatic energies in proteins. We chose this example since electrostatic energies play a major role in controlling the function of proteins and are key to the structure-function correlation of biological molecules. Thus, the correct treatment of electrostatics is essential for the accurate simulation of biological systems. Although we will be presenting different types of QM/MM calculations of electrostatic energies (and related properties) here, our focus will be on pKa calculations. This reflects the fact that pKa's of ionizable groups in proteins provide one of the most direct benchmarks for the accuracy of electrostatic models of macromolecules. While pKa calculations by semimacroscopic models have given reasonable results in many cases, existing attempts to perform pKa calculations using QM/MM-FEP have led to discrepancies between calculated and experimental values. In this work, we accelerate our QM/MM calculations using an updated mean charge distribution and a classical reference potential. We examine both a surface residue (Asp3) of the bovine pancreatic trypsin inhibitor and a residue buried in a hydrophobic pocket (Lys102) of the T4-lysozyme mutant. We demonstrate that, by using this approach, we are able to reproduce the relevant side chain pKa's with an accuracy of 3 kcal/mol. This is well within the 7 kcal/mol energy difference observed in studies of enzymatic catalysis, and is thus sufficient accuracy to determine the main contributions to the catalytic energies of enzymes. We also provide an overall perspective of the potential of QM/MM calculations in general evaluations of electrostatic free energies, pointing out that our approach should provide a very powerful and accurate tool to predict the electrostatics of not only solution but also enzymatic reactions, as well as the solvation free energies of even larger systems, such as nucleic acid bases incorporated into DNA.
Overview
The claims and statistics of this paper haven’t been checked yet.
Run the check — free, no account needed. It reads the open-access text and checks the sources it cites.
Integrity signals
Registry
Cites
Statistics
Verification
Claims the paper makes
The claims and statistics of this paper haven’t been checked yet.
Run the check — free, no account needed. It reads the open-access text and checks the sources it cites.
Self-check
Percentages, sums and reported differences re-computed from the paper’s own numbers.
The self-check needs the paper’s full text.
Citations
Cites
Unified Approach for Molecular Dynamics and Density-Functional Theory
Car, R., & Parrinello, M. (1985) · Physical Review Letters · doi:10.1103/physrevlett.55.2471 · Cited by 10,754
Barone, V., & Cossi, M. (1998) · The Journal of Physical Chemistry A · doi:10.1021/jp9716997 · Cited by 10,121
Klamt, A., & Schüürmann, G. (1993) · J. Chem. Soc., Perkin Trans. 2 · doi:10.1039/p29930000799 · Cited by 9,445
Cancès, E., Mennucci, B., & Tomasi, J. (1997) · The Journal of Chemical Physics · doi:10.1063/1.474659 · Cited by 6,926
Laio, A., & Parrinello, M. (2002) · Proceedings of the National Academy of Sciences · doi:10.1073/pnas.202427399 · Cited by 5,626
Warshel, A., & Levitt, M. (1976) · Journal of Molecular Biology · doi:10.1016/0022-2836(76)90311-9 · Cited by 4,479
Self-citationAdamo, C., & Barone, V. (1998) · The Journal of Chemical Physics · doi:10.1063/1.475428 · Cited by 3,436
Atomic charges derived from semiempirical methods
Besler, B. H., Merz, K. M., & Kollman, P. A. (1990) · Journal of Computational Chemistry · doi:10.1002/jcc.540110404 · Cited by 3,321
Classical Electrostatics in Biology and Chemistry
Honig, B., & Nicholls, A. (1995) · Science · doi:10.1126/science.7761829 · Cited by 2,879
Mennucci, B., & Tomasi, J. (1997) · The Journal of Chemical Physics · doi:10.1063/1.473558 · Cited by 2,768
A combined quantum mechanical and molecular mechanical potential for molecular dynamics simulations
Field, M. J., Bash, P. A., & Karplus, M. (1990) · Journal of Computational Chemistry · doi:10.1002/jcc.540110605 · Cited by 2,466
Cossi, M., Scalmani, G., Rega, N., & Barone, V. (2002) · The Journal of Chemical Physics · doi:10.1063/1.1480445 · Cited by 2,394
The Structural Basis of Ribosome Activity in Peptide Bond Synthesis
Nissen, P., Hansen, J., Ban, N., Moore, P. B., & Steitz, T. A. (2000) · Science · doi:10.1126/science.289.5481.920 · Cited by 2,269
Resonant Formation of DNA Strand Breaks by Low-Energy (3 to 20 eV) Electrons
Boudaı̈ffa, B., Cloutier, P., Hunting, D., Huels, M. A., & Sanche, L. (2000) · Science · doi:10.1126/science.287.5458.1658 · Cited by 2,262
Mennucci, B., Cancès, E., & Tomasi, J. (1997) · The Journal of Physical Chemistry B · doi:10.1021/jp971959k · Cited by 2,168
T RANSITION P ATH S AMPLING : Throwing Ropes Over Rough Mountain Passes, in the Dark
Bolhuis, P. G., Chandler, D., Dellago, C., & Geissler, P. L. (2002) · Annual Review of Physical Chemistry · doi:10.1146/annurev.physchem.53.082301.113146 · Cited by 1,972
Guerois, R., Nielsen, J. E., & Serrano, L. (2002) · Journal of Molecular Biology · doi:10.1016/s0022-2836(02)00442-4 · Cited by 1,728
Electrostatic Interactions in Macromolecules: Theory and Applications
Sharp, K. A., & Honig, B. (1990) · Annual Review of Biophysics and Biophysical Chemistry · doi:10.1146/annurev.bb.19.060190.001505 · Cited by 1,329
Nicholls, A., & Honig, B. (1991) · Journal of Computational Chemistry · doi:10.1002/jcc.540120405 · Cited by 1,263
Hybrid Models for Combined Quantum Mechanical and Molecular Mechanical Approaches
Bakowies, D., & Thiel, W. (1996) · The Journal of Physical Chemistry · doi:10.1021/jp9536514 · Cited by 1,261
Computer Modeling of Chemical Reactions in Enzymes and Solutions
Warshel, A. (1991) · Medical Entomology and Zoology · Cited by 1,128
Self-citationCalculating the electrostatic potential of molecules in solution: Method and error assessment
Gilson, M. K., Sharp, K. A., & Honig, B. H. (1988) · Journal of Computational Chemistry · doi:10.1002/jcc.540090407 · Cited by 1,094
pKa's of ionizable groups in proteins: atomic detail from a continuum electrostatic model
Bashford, D., & Karplus, M. (1990) · Biochemistry · doi:10.1021/bi00496a010 · Cited by 1,083
Direct calculation of electron density in density-functional theory
Yang, W. (1991) · Physical Review Letters · doi:10.1103/physrevlett.66.1438 · Cited by 1,053
Seidel, C. A. M., Schulz, A., & Sauer, M. H. M. (1996) · The Journal of Physical Chemistry · doi:10.1021/jp951507c · Cited by 1,006
Calculations of electrostatic interactions in biological systems and in solutions
Warshel, A., & Russell, S. T. (1984) · Quarterly Reviews of Biophysics · doi:10.1017/s0033583500005333 · Cited by 995
Self-citationWhat are the dielectric “constants” of proteins and how to validate electrostatic models?
Schutz, C. N., & Warshel, A. (2001) · Proteins: Structure, Function, and Bioinformatics · doi:10.1002/prot.1106 · Cited by 942
Self-citationAn empirical valence bond approach for comparing reactions in solutions and in enzymes
Warshel, A., & Weiss, R. M. (1980) · Journal of the American Chemical Society · doi:10.1021/ja00540a008 · Cited by 934
Self-citationCalculation of the electric potential in the active site cleft due to α-helix dipoles
Warwicker, J., & WATSON, H. C. (1982) · Journal of Molecular Biology · doi:10.1016/0022-2836(82)90505-8 · Cited by 927
Affinities of amino acid side chains for solvent water
Wolfenden, R., Andersson, L., Cullis, P. M., & Southgate, C. C. B. (1981) · Biochemistry · doi:10.1021/bi00507a030 · Cited by 865
Gilson, M. K., & Honig, B. (1988) · Proteins: Structure, Function, and Bioinformatics · doi:10.1002/prot.340040104 · Cited by 843
Åqvist, J., & Warshel, A. (1993) · Chemical Reviews · doi:10.1021/cr00023a010 · Cited by 823
Self-citationPrediction of Ph-dependent Properties of Proteins
Antosiewicz, J., McCammon, J. A., & Gilson, M. K. (1994) · Journal of Molecular Biology · doi:10.1006/jmbi.1994.1301 · Cited by 815
A simple physical model for binding energy hot spots in protein–protein complexes
Kortemme, T., & Baker, D. (2002) · Proceedings of the National Academy of Sciences · doi:10.1073/pnas.202485799 · Cited by 804
Frozen density functional approach for ab initio calculations of solvated molecules
Wesolowski, T. A., & Warshel, A. (1993) · The Journal of Physical Chemistry · doi:10.1021/j100132a040 · Cited by 797
Self-citationTheory of Protein Titration Curves. I. General Equations for Impenetrable Spheres
Tanford, C., & Kirkwood, J. G. (1957) · Journal of the American Chemical Society · doi:10.1021/ja01577a001 · Cited by 789
On the Quantum Nature of the Shared Proton in Hydrogen Bonds
Tuckerman, M. E., Marx, D., Klein, M. L., & Parrinello, M. (1997) · Science · doi:10.1126/science.275.5301.817 · Cited by 744
Electrostatic Effects in Proteins
Perutz, M. F. (1978) · Science · doi:10.1126/science.694508 · Cited by 743
Electrostatics in biomolecular structure and dynamics
Davis, M. E., & McCammon, J. A. (1990) · Chemical Reviews · doi:10.1021/cr00101a005 · Cited by 703
Rocchia, W., Sridharan, S., Nicholls, A., Alexov, E., Chiabrera, A., & Honig, B. (2002) · Journal of Computational Chemistry · doi:10.1002/jcc.1161 · Cited by 685
Warshel, A. (1982) · The Journal of Physical Chemistry · doi:10.1021/j100209a016 · Cited by 662
Self-citationCui, Q., Elstner, M., Kaxiras, E., Frauenheim, T., & Karplus, M. (2001) · The Journal of Physical Chemistry B · doi:10.1021/jp0029109 · Cited by 592
Local elevation: A method for improving the searching properties of molecular dynamics simulation
Huber, T., Torda, A. E., & van Gunsteren, W. F. (1994) · Journal of Computer-Aided Molecular Design · doi:10.1007/bf00124016 · Cited by 575
Calculating total electrostatic energies with the nonlinear Poisson-Boltzmann equation
Sharp, K. A., & Honig, B. (1990) · The Journal of Physical Chemistry · doi:10.1021/j100382a068 · Cited by 559
Deisenhofer, J., & Steigemann, W. (1975) · Acta Crystallographica Section B Structural Crystallography and Crystal Chemistry · doi:10.1107/s0567740875002415 · Cited by 546
Modeling electrostatic effects in proteins
Warshel, A., Sharma, P. K., Kato, M., & Parson, W. W. (2006) · Biochimica et Biophysica Acta (BBA) - Proteins and Proteomics · doi:10.1016/j.bbapap.2006.08.007 · Cited by 525
Self-citationGao, J. (1996) · Accounts of Chemical Research · doi:10.1021/ar950140r · Cited by 517
On the calculation of p Kas in proteins
Yang, A., Gunner, M. R., Sampogna, R., Sharp, K., & Honig, B. (1993) · Proteins: Structure, Function, and Bioinformatics · doi:10.1002/prot.340150304 · Cited by 508
Computer Simulations of Enzyme Catalysis: Methods, Progress, and Insights
Warshel, A. (2003) · Annual Review of Biophysics and Biomolecular Structure · doi:10.1146/annurev.biophys.32.110601.141807 · Cited by 503
Self-citationA surface constrained all-atom solvent model for effective simulations of polar solutions
King, G., & Warshel, A. (1989) · The Journal of Chemical Physics · doi:10.1063/1.456845 · Cited by 472
Self-citationCombining Conformational Flexibility and Continuum Electrostatics for Calculating pKas in Proteins
Georgescu, R. E., Alexov, E. G., & Gunner, M. R. (2002) · Biophysical Journal · doi:10.1016/s0006-3495(02)73940-4 · Cited by 466
How do serine proteases really work?
Warshel, A., Naray-Szabo, G., Sussman, F., & Hwang, J. K. (1989) · Biochemistry · doi:10.1021/bi00435a001 · Cited by 461
Self-citationPrediction of protein function from protein sequence and structure
Whisstock, J. C., & Lesk, A. M. (2003) · Quarterly Reviews of Biophysics · doi:10.1017/s0033583503003901 · Cited by 460
General parameterized SCF model for free energies of solvation in aqueous solution
Cramer, C. J., & Truhlar, D. G. (1991) · Journal of the American Chemical Society · doi:10.1021/ja00022a017 · Cited by 459
Zhang, Y., Liu, H., & Yang, W. (2000) · The Journal of Chemical Physics · doi:10.1063/1.480503 · Cited by 455
Lee, F. S., Chu, Z. T., & Warshel, A. (1993) · Journal of Computational Chemistry · doi:10.1002/jcc.540140205 · Cited by 442
Self-citationIon permeation mechanism of the potassium channel
Åqvist, J., & Luzhkov, V. (2000) · Nature · doi:10.1038/35009114 · Cited by 432
Self-consistently determined properties of solids without band-structure calculations
Cortona, P. (1991) · Physical Review B · doi:10.1103/physrevb.44.8454 · Cited by 427
On the pH Dependence of Protein Stability
Yang, A.-S., & Honig, B. (1993) · Journal of Molecular Biology · doi:10.1006/jmbi.1993.1294 · Cited by 426
Enzymatic Mechanisms of Phosphate and Sulfate Transfer
Cleland, W. W., & Hengge, A. C. (2006) · Chemical Reviews · doi:10.1021/cr050287o · Cited by 405
Metadynamics as a Tool for Exploring Free Energy Landscapes of Chemical Reactions
Ensing, B., De Vivo, M., Liu, Z., Moore, P., & Klein, M. L. (2006) · Accounts of Chemical Research · doi:10.1021/ar040198i · Cited by 394
Absolute pKa calculations with continuum dielectric methods
Lim, C., Bashford, D., & Karplus, M. (1991) · The Journal of Physical Chemistry · doi:10.1021/j100167a045 · Cited by 383
Structural genomics: beyond the Human Genome Project
Burley, S. K., Almo, S. C., Bonanno, J. B., Capel, M., Chance, M. R., Gaasterland, T., Lin, D., Šali, A., Studier, F. W., & Swaminathan, S. (1999) · Nature Genetics · doi:10.1038/13783 · Cited by 379
Alexov, E. G., & Gunner, M. R. (1997) · Biophysical Journal · doi:10.1016/s0006-3495(97)78851-9 · Cited by 373
Protein Control of Redox Potentials of Iron−Sulfur Proteins
Stephens, P. J., Jollie, D. R., & Warshel, A. (1996) · Chemical Reviews · doi:10.1021/cr950045w · Cited by 368
Self-citationThe ribosome as an entropy trap
Sievers, A., Beringer, M., Rodnina, M. V., & Wolfenden, R. (2004) · Proceedings of the National Academy of Sciences · doi:10.1073/pnas.0402488101 · Cited by 357
Sham, Y. Y., Chu, Z. T., & Warshel, A. (1997) · The Journal of Physical Chemistry B · doi:10.1021/jp963412w · Cited by 356
Self-citationCalculations of chemical processes in solutions
Warshel, A. (1979) · The Journal of Physical Chemistry · doi:10.1021/j100475a014 · Cited by 337
Self-citationCombined Quantum Mechanical/Molecular Mechanical Methodologies Applied to Biomolecular Systems
Monard, G., & Merz, K. M. (1999) · Accounts of Chemical Research · doi:10.1021/ar970218z · Cited by 336
On the calculation of electrostatic interactions in proteins
Gilson, M. K., Rashin, A., Fine, R., & Honig, B. (1985) · Journal of Molecular Biology · doi:10.1016/0022-2836(85)90297-9 · Cited by 334
The Reactivity of Phosphate Esters. Monoester Hydrolysis
Kirby, A. J., & Varvoglis, A. G. (1967) · Journal of the American Chemical Society · doi:10.1021/ja00978a044 · Cited by 326
Eichinger, M., Tavan, P., Hutter, J., & Parrinello, M. (1999) · The Journal of Chemical Physics · doi:10.1063/1.479049 · Cited by 323
Warshel, A. (1981) · Biochemistry · doi:10.1021/bi00514a028 · Cited by 319
Self-citationMechanisms of Nucleophilic Substitution in Phosphate Esters
Cox, J. R., & Ramsay, O. B. (1964) · Chemical Reviews · doi:10.1021/cr60230a001 · Cited by 310
Luzhkov, V., & Warshel, A. (1992) · Journal of Computational Chemistry · doi:10.1002/jcc.540130212 · Cited by 309
Self-citationImaging the Thermodynamic State of Lipid Membranes with Multiplex CARS Microscopy
Müller, M., & Schins, J. M. (2002) · The Journal of Physical Chemistry B · doi:10.1021/jp014012y · Cited by 308
Roles of electrostatic interaction in proteins
Nakamura, H. (1996) · Quarterly Reviews of Biophysics · doi:10.1017/s0033583500005746 · Cited by 306
Lee, F. S., Chu, Z.-T., Bolger, M. B., & Warshel, A. (1992) · "Protein Engineering, Design and Selection" · doi:10.1093/protein/5.3.215 · Cited by 303
Self-citationElectrostatic effects in macromolecules: fundamental concepts and practical modeling
Warshel, A., & Papazyan, A. (1998) · Current Opinion in Structural Biology · doi:10.1016/s0959-440x(98)80041-9 · Cited by 295
Self-citationConservation of polar residues as hot spots at protein interfaces
Hu, Z., Ma, B., Wolfson, H., & Nussinov, R. (2000) · Proteins: Structure, Function, and Genetics · doi:10.1002/(sici)1097-0134(20000601)39:4<331::aid-prot60>3.0.co;2-a · Cited by 290
Flexible Docking in Solution Using Metadynamics
Gervasio, F. L., Laio, A., & Parrinello, M. (2005) · Journal of the American Chemical Society · doi:10.1021/ja0445950 · Cited by 287
The Mechanism of Proton Exclusion in the Aquaporin-1 Water Channel
de Groot, B. L., Frigato, T., Helms, V., & Grubmüller, H. (2003) · Journal of Molecular Biology · doi:10.1016/j.jmb.2003.08.003 · Cited by 285
Proton Binding to Proteins: p K a Calculations with Explicit and Implicit Solvent Models
Simonson, T., Carlsson, J., & Case, D. A. (2004) · Journal of the American Chemical Society · doi:10.1021/ja039788m · Cited by 284
The dynamics and energetics of water permeation and proton exclusion in aquaporins
de Groot, B. L., & Grubmüller, H. (2005) · Current Opinion in Structural Biology · doi:10.1016/j.sbi.2005.02.003 · Cited by 283
Schöneboom, J. C., Cohen, S., Lin, H., Shaik, S., & Thiel, W. (2004) · Journal of the American Chemical Society · doi:10.1021/ja039847w · Cited by 282
Florián, J., & Warshel, A. (1997) · The Journal of Physical Chemistry B · doi:10.1021/jp9705075 · Cited by 280
Self-citationSubstrate-assisted catalysis of peptide bond formation by the ribosome
Weinger, J. S., Parnell, K. M., Dorner, S., Green, R., & Strobel, S. A. (2004) · Nature Structural & Molecular Biology · doi:10.1038/nsmb841 · Cited by 278
Dynamics of biochemical and biophysical reactions: insight from computer simulations
Warshel, A., & W. Parson, W. (2001) · Quarterly Reviews of Biophysics · doi:10.1017/s0033583501003730 · Cited by 277
Self-citationSchweins, T., Geyer, M., Scheffzek, K., Warshel, A., Kalbitzer, H. R., & Wittinghofer, A. (1995) · Nature Structural Biology · doi:10.1038/nsb0195-36 · Cited by 271
Self-citationCalculations of electrostatic energies in proteins
Russell, S. T., & Warshel, A. (1985) · Journal of Molecular Biology · doi:10.1016/0022-2836(85)90411-5 · Cited by 270
Self-citationSN2 reaction profiles in the gas phase and aqueous solution
Chandrasekhar, J., Smith, S. F., & Jorgensen, W. L. (1984) · Journal of the American Chemical Society · doi:10.1021/ja00322a059 · Cited by 265
Dao-Pin, S., Anderson, D. E., Baase, W. A., Dahlquist, F. W., & Matthews, B. W. (1991) · Biochemistry · doi:10.1021/bi00113a006 · Cited by 264
Warshel, A., Russell, S. T., & Churg, A. K. (1984) · Proceedings of the National Academy of Sciences · doi:10.1073/pnas.81.15.4785 · Cited by 247
Self-citationWoo, T. K., Margl, P. M., Blöchl, P. E., & Ziegler, T. (1997) · The Journal of Physical Chemistry B · doi:10.1021/jp9717296 · Cited by 243
Warshel, A., Sussman, F., & King, G. (1986) · Biochemistry · doi:10.1021/bi00374a006 · Cited by 242
Self-citationElectrostatics and dynamics of proteins
Simonson, T. (2003) · Reports on Progress in Physics · doi:10.1088/0034-4885/66/5/202 · Cited by 240
Electron Affinities of the DNA and RNA Bases
Wesolowski, S. S., Leininger, M. L., Pentchev, P. N., & Schaefer, H. F. (2001) · Journal of the American Chemical Society · doi:10.1021/ja003814o · Cited by 237
Fitch, C. A., Karp, D. A., Lee, K. K., Stites, W. E., Lattman, E. E., & García-Moreno, E. B. (2002) · Biophysical Journal · doi:10.1016/s0006-3495(02)75670-1 · Cited by 226
Alexov, E. G., & Gunner, M. R. (1999) · Biochemistry · doi:10.1021/bi982700a · Cited by 223
Control of the redox potential of cytochrome and microscopic dielectric effects in proteins
Churg, A. K., & Warshel, A. (1986) · Biochemistry · doi:10.1021/bi00355a035 · Cited by 222
Self-citationWarshel, A., & Parson, W. W. (1991) · Annual Review of Physical Chemistry · doi:10.1146/annurev.pc.42.100191.001431 · Cited by 213
Self-citationGunner, M. R., Nicholls, A., & Honig, B. (1996) · The Journal of Physical Chemistry · doi:10.1021/jp9519070 · Cited by 209
Tomasi, J., Bonaccorsi, R., Cammi, R., & del Valle, F. J. O. (1991) · Journal of Molecular Structure THEOCHEM · doi:10.1016/0166-1280(91)89026-w · Cited by 197
You, T. J., & Bashford, D. (1995) · Biophysical Journal · doi:10.1016/s0006-3495(95)80042-1 · Cited by 197
Nuclear magnetic resonance of labile protons in the basic pancreatic trypsin inhibitor
Wüthrich, K., & Wagner, G. (1979) · Journal of Molecular Biology · doi:10.1016/0022-2836(79)90548-5 · Cited by 193
Evaluation of catalytic free energies in genetically modified proteins
Warshel, A., Sussman, F., & Hwang, J.-K. (1988) · Journal of Molecular Biology · doi:10.1016/0022-2836(88)90445-7 · Cited by 190
Self-citationContinuum Solvation Models: Classical and Quantum Mechanical Implementations
Cramer, C. J., & Truhlar, D. G. (1995) · Reviews in Computational Chemistry · doi:10.1002/9780470125830.ch1 · Cited by 184
Nucleoside triphosphate-binding proteins: different scaffolds to achieve phosphoryl transfer
Vetter, I. R., & Wittinghofer, A. (1999) · Quarterly Reviews of Biophysics · doi:10.1017/s0033583599003480 · Cited by 184
Warshel, A. (1991) · Annual Review of Physical Chemistry · doi:10.1146/annurev.physchem.42.1.279 · Cited by 184
Self-citationSimulating enzyme reactions: Challenges and perspectives
Field, M. J. (2002) · Journal of Computational Chemistry · doi:10.1002/jcc.1156 · Cited by 183
Bentzien, J., Muller, R. P., Florián, J., & Warshel, A. (1998) · The Journal of Physical Chemistry B · doi:10.1021/jp973480y · Cited by 179
Self-citationKlähn, M., Braun-Sand, S., Rosta, E., & Warshel, A. (2005) · The Journal of Physical Chemistry B · doi:10.1021/jp0521757 · Cited by 178
Self-citationTwo-Dimensional Infrared Spectroscopy of Photoswitchable Peptides
Hamm, P., Helbing, J., & Bredenbeck, J. (2008) · Annual Review of Physical Chemistry · doi:10.1146/annurev.physchem.59.032607.093757 · Cited by 178
Burykin, A., & Warshel, A. (2003) · Biophysical Journal · doi:10.1016/s0006-3495(03)74786-9 · Cited by 176
Self-citationElectrostatic Tuning of Permeation and Selectivity in Aquaporin Water Channels
Jensen, M. Ø., Tajkhorshid, E., & Schulten, K. (2003) · Biophysical Journal · doi:10.1016/s0006-3495(03)74711-0 · Cited by 172
Quantum Chemical Models (Nobel Lecture)
Pople, J. A. (1999) · Angewandte Chemie International Edition · doi:10.1002/(sici)1521-3773(19990712)38:13/14<1894::aid-anie1894>3.0.co;2-h · Cited by 172
The mechanism of proton exclusion in aquaporin channels
Ilan, B., Tajkhorshid, E., Schulten, K., & Voth, G. A. (2004) · Proteins: Structure, Function, and Bioinformatics · doi:10.1002/prot.20038 · Cited by 170
Riccardi, D., Schaefer, P., & Cui, Q. (2005) · The Journal of Physical Chemistry B · doi:10.1021/jp0517192 · Cited by 169
Hydration phenomena, classical electrostatics, and the boundary element method
Rashin, A. A. (1990) · The Journal of Physical Chemistry · doi:10.1021/j100368a005 · Cited by 167
Towards Accurate Ab Initio QM/MM Calculations of Free-Energy Profiles of Enzymatic Reactions
Rosta, E., Klähn, M., & Warshel, A. (2006) · The Journal of Physical Chemistry B · doi:10.1021/jp057109j · Cited by 166
Self-citationKatunin, V. I., Muth, G. W., Strobel, S. A., Wintermeyer, W., & Rodnina, M. V. (2002) · Molecular Cell · doi:10.1016/s1097-2765(02)00566-x · Cited by 162
Lancaster, C. R., Michel, H., Honig, B., & Gunner, M. R. (1996) · Biophysical Journal · doi:10.1016/s0006-3495(96)79820-x · Cited by 162
How Does GAP Catalyze the GTPase Reaction of Ras?: A Computer Simulation Study
Glennon, T. M., Villà, J., & Warshel, A. (2000) · Biochemistry · doi:10.1021/bi000640e · Cited by 160
Self-citationShurki, A., & Warshel, A. (2003) · Advances in Protein Chemistry · doi:10.1016/s0065-3233(03)66007-9 · Cited by 159
Self-citationŠtrajbl, M., Hong, G., & Warshel, A. (2002) · The Journal of Physical Chemistry B · doi:10.1021/jp021625h · Cited by 156
Self-citationIshida, T., & Kato, S. (2003) · Journal of the American Chemical Society · doi:10.1021/ja021369m · Cited by 153
Quantum Mechanical Free Energy Barrier for an Enzymatic Reaction
Rod, T. H., & Ryde, U. (2005) · Physical Review Letters · doi:10.1103/physrevlett.94.138302 · Cited by 152
Åqvist, J., Kolmodin, K., Florián, J., & Warshel, A. (1999) · Chemistry & Biology · doi:10.1016/s1074-5521(99)89003-6 · Cited by 150
Self-citationRole of protein frame and solvent for the redox properties of azurin from Pseudomonas aeruginosa
Cascella, M., Magistrato, A., Tavernelli, I., Carloni, P., & Röthlisberger, U. (2006) · Proceedings of the National Academy of Sciences · doi:10.1073/pnas.0607890103 · Cited by 150
Searching for functional sites in protein structures
Jones, S., & Thornton, J. M. (2003) · Current Opinion in Chemical Biology · doi:10.1016/j.cbpa.2003.11.001 · Cited by 146
QM/MM Minimum Free-Energy Path: Methodology and Application to Triosephosphate Isomerase
Hu, H., Lu, Z., & Yang, W. (2007) · Journal of Chemical Theory and Computation · doi:10.1021/ct600240y · Cited by 143
Karp, D. A., Gittis, A. G., Stahley, M. R., Fitch, C. A., Stites, W. E., & Bertrand García‐Moreno, E. (2006) · Biophysical Journal · doi:10.1529/biophysj.106.090266 · Cited by 141
On the Mechanism of ATP Hydrolysis in F1-ATPase
Dittrich, M., Hayashi, S., & Schulten, K. J. (2003) · Biophysical Journal · doi:10.1016/s0006-3495(03)74650-5 · Cited by 140
Florián, J., & Warshel, A. (1999) · The Journal of Physical Chemistry B · doi:10.1021/jp992041r · Cited by 136
Self-citationInsights into Chorismate Mutase Catalysis from a Combined QM/MM Simulation of the Enzyme Reaction
Lyne, P. D., Mulholland, A. J., & Richards, W. G. (1995) · Journal of the American Chemical Society · doi:10.1021/ja00150a037 · Cited by 135
Energetics of ion permeation through membrane channels. Solvation of Na+ by gramicidin A
Åqvist, J., & Warshel, A. (1989) · Biophysical Journal · doi:10.1016/s0006-3495(89)82662-1 · Cited by 134
Self-citationKollman, P. A., Kuhn, B., Donini, O., Peräkylä, M., Stanton, R., & Bakowies, D. (2000) · Accounts of Chemical Research · doi:10.1021/ar000032r · Cited by 125
Simulation of structural phase transitions by metadynamics
Martoňák, R., Laio, A., Bernasconi, M., Ceriani, C., Raiteri, P., Zipoli, F., & Parrinello, M. (2005) · Zeitschrift für Kristallographie - Crystalline Materials · doi:10.1524/zkri.220.5.489.65078 · Cited by 122
Kim, H. J., & Hynes, J. T. (1992) · Journal of the American Chemical Society · doi:10.1021/ja00052a055 · Cited by 121
Štrajbl, M., Florián, J., & Warshel, A. (2000) · Journal of the American Chemical Society · doi:10.1021/ja992441s · Cited by 120
Self-citationQuantum mechanical calculations on biological systems
Friesner, R. A., & Beachy, M. D. (1998) · Current Opinion in Structural Biology · doi:10.1016/s0959-440x(98)80048-1 · Cited by 120
Ab Initio QM/MM Study of the Citrate Synthase Mechanism. A Low-Barrier Hydrogen Bond Is not Involved
Mulholland, A. J., Lyne, P. D., & Karplus, M. (2000) · Journal of the American Chemical Society · doi:10.1021/ja992874v · Cited by 120
On the mechanism of guanosine triphosphate hydrolysis in ras p21 proteins
Langen, R., Schweins, T., & Warshel, A. (1992) · Biochemistry · doi:10.1021/bi00152a002 · Cited by 118
Self-citationSharma, P. K., Xiang, Y., Kato, M., & Warshel, A. (2005) · Biochemistry · doi:10.1021/bi0509806 · Cited by 118
Self-citationION‐MEMBRANE INTERACTIONS AS STRUCTURAL FORCES
Parsegian, V. A. (1975) · Annals of the New York Academy of Sciences · doi:10.1111/j.1749-6632.1975.tb31481.x · Cited by 118
Hong, G., Rosta, E., & Warshel, A. (2006) · The Journal of Physical Chemistry B · doi:10.1021/jp0625199 · Cited by 117
Self-citationMultiple-Steering QM−MM Calculation of the Free Energy Profile in Chorismate Mutase
Crespo, A., Marti, M. A., Estrin, D. A., & Roitberg, A. E. (2005) · Journal of the American Chemical Society · doi:10.1021/ja0452830 · Cited by 116
Reliable treatment of electrostatics in combined QM/MM simulation of macromolecules.
Schaefer, P., Riccardi, D., & Cui, Q. (2005) · Journal of Chemical Physics · doi:10.1063/1.1940047 · Cited by 116
Improving macromolecular electrostatics calculations
Nielsen, J. E., Andersen, K. V., Honig, B. H., Hooft, R. W. W., Klebe, G., Vriend, G., & Wade, R. C. (1999) · Protein Engineering Design and Selection · doi:10.1093/protein/12.8.657 · Cited by 113
Rosta, E., Kamerlin, S. C. L., & Warshel, A. (2008) · Biochemistry · doi:10.1021/bi702106m · Cited by 112
Self-citationStructural Determinants of Proton Blockage in Aquaporins
Chakrabarti, N., Roux, B., & Pomès, R. (2004) · Journal of Molecular Biology · doi:10.1016/j.jmb.2004.08.036 · Cited by 112
Are Acidic and Basic Groups in Buried Proteins Predicted to be Ionized?
Kim, J., Mao, J., & Gunner, M. R. (2005) · Journal of Molecular Biology · doi:10.1016/j.jmb.2005.03.051 · Cited by 111
Hybrid QM/MM Potentials of Mean Force with Interpolated Corrections
Ruiz‐Pernía, J. J., Silla, E., Tuñón, I., Martı́, S., & Moliner, V. (2004) · The Journal of Physical Chemistry B · doi:10.1021/jp049633g · Cited by 107
Probing the structure and mechanism of Ras protein with an expanded genetic code.
Chung, H. H., Benson, D., & Schultz, P. (1993) · Science · doi:10.1126/science.8430333 · Cited by 107
Blumberger, J., & Sprik, M. (2005) · Theoretical Chemistry Accounts · doi:10.1007/s00214-005-0058-0 · Cited by 106
A Fundamental Assumption about OH- Attack in Phosphate Ester Hydrolysis Is Not Fully Justified
Florián, J., & Warshel, A. (1997) · Journal of the American Chemical Society · doi:10.1021/ja964270m · Cited by 105
Self-citationA theoretical study on the binding of O2, NO and CO to heme proteins
Blomberg, L. M., Blomberg, M. R. A., & Siegbahn, P. E. M. (2005) · Journal of Inorganic Biochemistry · doi:10.1016/j.jinorgbio.2005.02.014 · Cited by 102
Copper−Zinc Superoxide Dismutase: Theoretical Insights into the Catalytic Mechanism
Pelmenschikov, V., & Siegbahn, P. E. M. (2005) · Inorganic Chemistry · doi:10.1021/ic050018g · Cited by 100
Bond selective dissociative electron attachment to thymine
Ptasińska, S., Denifl, S., Mróz, B., Probst, M. M., Grill, V., Illenberger, E., Scheier, P., & Märk, T. D. (2005) · The Journal of Chemical Physics · doi:10.1063/1.2035592 · Cited by 98
QM/MM modeling the Ras–GAP catalyzed hydrolysis of guanosine triphosphate
Grigorenko, B. L., Nemukhin, A. V., Topol, I. A., Cachau, R. E., & Burt, S. K. (2005) · Proteins Structure Function and Bioinformatics · doi:10.1002/prot.20472 · Cited by 98
Stanton, R. V., Peräkylä, M., Bakowies, D., & Kollman, P. A. (1998) · Journal of the American Chemical Society · doi:10.1021/ja972723x · Cited by 96
Why does the Ras switch “break” by oncogenic mutations?
Shurki, A., & Warshel, A. (2004) · Proteins Structure Function and Bioinformatics · doi:10.1002/prot.20004 · Cited by 96
Self-citationRabenstein, B., Ullmann, G. M., & Knapp, E. (1998) · Biochemistry · doi:10.1021/bi971921y · Cited by 93
Theoretical Studies of the Hydrolysis of the Methyl Phosphate Anion
Hu, C., & Brinck, T. (1999) · The Journal of Physical Chemistry A · doi:10.1021/jp9835061 · Cited by 90
Albu, T. V., Corchado, J. C., & Truhlar, D. G. (2001) · The Journal of Physical Chemistry A · doi:10.1021/jp011951h · Cited by 89
pKa calculations with QM/MM free energy perturbations
Li, G., & Cui, Q. (2003) · The Journal of Physical Chemistry B · doi:10.1021/jp0356158 · Cited by 86
How Optimal Are the Binding Energetics of Barnase and Barstar?
Wang, T., Tomić, S., Gabdoulline, R. R., & Wade, R. C. (2004) · Biophysical Journal · doi:10.1529/biophysj.104.040964 · Cited by 83
Harms, M. J., Schlessman, J. L., Chimenti, M. S., Sue, G. R., Damjanović, A., & Bertrand García‐Moreno, E. (2008) · Protein Science · doi:10.1110/ps.073397708 · Cited by 83
Dong, F., & Zhou, H. (2002) · Biophysical Journal · doi:10.1016/s0006-3495(02)73904-0 · Cited by 82
Mechanistic studies on enzyme-catalyzed phosphoryl transfer
Hengge, A. C. (2005) · Advances in physical organic chemistry · doi:10.1016/s0065-3160(05)40002-7 · Cited by 80
Štrajbl, M., Shurki, A., & Warshel, A. (2003) · Proceedings of the National Academy of Sciences · doi:10.1073/pnas.2436328100 · Cited by 78
Self-citationGunner, M. R., & Alexov, E. (2000) · Biochimica et Biophysica Acta (BBA) - Bioenergetics · doi:10.1016/s0005-2728(00)00060-8 · Cited by 78
López, X., Dejaegere, A. P., Leclerc, F., York, D. M., & Karplus, M. (2006) · The Journal of Physical Chemistry B · doi:10.1021/jp0603942 · Cited by 76
On the origin of the electrostatic barrier for proton transport in aquaporin
Burykin, A., & Warshel, A. (2004) · FEBS Letters · doi:10.1016/j.febslet.2004.06.020 · Cited by 73
Self-citationRadhakrishnan, R., & Tamar Schlick, A. (2005) · Journal of the American Chemical Society · doi:10.1021/ja052623o · Cited by 72
DNA Polymerase β Catalysis: Are Different Mechanisms Possible?
Alberts, I. L., Wang, Y., & Tamar Schlick, A. (2007) · Journal of the American Chemical Society · doi:10.1021/ja071533b · Cited by 70
Transition states from empirical force fields
Available, F. N., & Norrby, P. (2003) · Theoretical Chemistry Accounts · doi:10.1007/s00214-002-0382-6 · Cited by 70
Coupled-cluster and explicitly correlated perturbation-theory calculations of the uracil anion
Bachorz, R. A., Klopper, W., & Gutowski, M. (2007) · The Journal of Chemical Physics · doi:10.1063/1.2436890 · Cited by 69
Han, W., Lovell, T., & Noodleman, L. (2001) · Inorganic Chemistry · doi:10.1021/ic010355z · Cited by 67
Towards a Rational Design of Ruthenium CO2 Hydrogenation Catalysts by Ab Initio Metadynamics
Urakawa, A., Iannuzzi, M., Hutter, J., & Baiker, A. (2007) · Chemistry - A European Journal · doi:10.1002/chem.200700254 · Cited by 65
Base and Phosphate Electron Detachment Energies of Deoxyribonucleotide Anions
Zakjevskii, V. V., King, S. J., Dolgounitcheva, O., et al. (2006) · Journal of the American Chemical Society · doi:10.1021/ja064621p · Cited by 64
Liu, Y., Gregersen, B. A., Hengge, A. C., & York, D. M. (2006) · Biochemistry · doi:10.1021/bi060869f · Cited by 64
Xiang, Y., Oelschlaeger, P., Florián, J., Goodman, M. F., & Warshel, A. (2006) · Biochemistry · doi:10.1021/bi060147o · Cited by 61
Self-citationFan, Z., Hwang, J.-K., & Warshel, A. (1999) · Theoretical Chemistry Accounts · doi:10.1007/s002140050516 · Cited by 58
Self-citationThe role of metal ions in phosphate ester hydrolysis
Kamerlin, S. C. L., & Wilkie, J. S. (2007) · Organic & Biomolecular Chemistry · doi:10.1039/b701274h · Cited by 56
Self-citationStabilization of Internal Charges in a Protein: Water Penetration or Conformational Change?
Denisov, V. P., Schlessman, J. L., Bertrand García‐Moreno, E., & Halle, B. (2004) · Biophysical Journal · doi:10.1529/biophysj.104.048454 · Cited by 56
Jensen, G. M., Bunte, S. W., Warshel, A., & Goodin, D. B. (1998) · The Journal of Physical Chemistry B · doi:10.1021/jp9811326 · Cited by 55
Self-citationCorrect and incorrect nucleotide incorporation pathways in DNA polymerase β
Radhakrishnan, R., & Tamar Schlick, A. (2006) · Biochemical and Biophysical Research Communications · doi:10.1016/j.bbrc.2006.09.059 · Cited by 55
Rosta, E., Harańczyk, M., Chu, Z. T., et al. (2008) · The Journal of Physical Chemistry B · doi:10.1021/jp711496y · Cited by 54
Enzymatic GTP Hydrolysis: Insights from an ab Initio Molecular Dynamics Study
Cavalli, A., & Carloni, P. (2002) · Journal of the American Chemical Society · doi:10.1021/ja015821y · Cited by 53
Dineopentyl Phosphate Hydrolysis: Evidence for Stepwise Water Attack
Kamerlin, S. C. L., Williams, N. H., & Warshel, A. (2008) · The Journal of Organic Chemistry · doi:10.1021/jo801207q · Cited by 53
Self-citationGhosh, N., & Cui, Q. (2008) · Journal of Physical Chemistry B · doi:10.1021/jp800168z · Cited by 50
A Theoretical Investigation of Charge Transfer in Several Substituted Acridinium Ions
Lappe, J., Cave, R. J., Newton, M. D., & Rostov, I. V. (2005) · The Journal of Physical Chemistry B · doi:10.1021/jp0456133 · Cited by 47
Zhang, L., Xie, D., Xu, D., & Guo, H. (2007) · Chemical Communications · doi:10.1039/b617946k · Cited by 46
Computer simulations of enzymatic reactions
Warshel, A. (1992) · Current Opinion in Structural Biology · doi:10.1016/0959-440x(92)90151-v · Cited by 42
Self-citationComputer simulation studies of the fidelity of DNA polymerases
Florián, J., Goodman, M. F., & Warshel, A. (2003) · Biopolymers · doi:10.1002/bip.10244 · Cited by 40
Self-citationBojin, M. D., & Tamar Schlick, A. (2007) · The Journal of Physical Chemistry B · doi:10.1021/jp071838c · Cited by 38
Michel, C., Laio, A., Mohamed, F., Krack, M., Parrinello, M., & Milet, A. (2007) · Organometallics · doi:10.1021/om060980h · Cited by 37
Harańczyk, M., & Gutowski, M. S. (2006) · Journal of Chemical Information and Modeling · doi:10.1021/ci6002703 · Cited by 36
Ab Initio Study of the Role of Lysine 16 for the Molecular Switching Mechanism of Ras Protein p21
Futatsugi, N., Hata, M., Hoshino, T., & Tsuda, M. (1999) · Biophysical Journal · doi:10.1016/s0006-3495(99)77159-6 · Cited by 35
Cited by
Combining Machine Learning and Computational Chemistry for Predictive Insights Into Chemical Systems
Keith, J. A., Vassilev-Galindo, V., Cheng, B., Chmiela, S., Gastegger, M., Müller, K.-R., & Tkatchenko, A. (2021) · Chemical Reviews · doi:10.1021/acs.chemrev.1c00107 · Cited by 849
In silico methods and tools for drug discovery
Shaker, B., Ahmad, S., Lee, J., Jung, C., & Na, D. (2021) · Computers in Biology and Medicine · doi:10.1016/j.compbiomed.2021.104851 · Cited by 607
Electrocatalysis in Alkaline Media and Alkaline Membrane-Based Energy Technologies
Yang, Y., Peltier, C. R., Zeng, R., Schimmenti, R., Li, Q., Huang, X., Yan, Z., Potsi, G., Selhorst, R., Lu, X., et al. (2022) · Chemical Reviews · doi:10.1021/acs.chemrev.1c00331 · Cited by 544
Multiscale Modeling of Biological Functions: From Enzymes to Molecular Machines (Nobel Lecture)
Warshel, A. (2014) · Angewandte Chemie International Edition · doi:10.1002/anie.201403689 · Cited by 245
“At any rate, the use of our QM/MM approach in modeling the catalytic reaction of lysozyme paved the way for the current direction in modeling enzyme action [24], and has become a major direction in theoretical chemistry and biophysics.”
MethodSelf-citationMulti-scale modelling and simulation in systems biology
Dada, J. O., & Mendes, P. (2011) · Integrative Biology · doi:10.1039/c0ib00075b · Cited by 213
Metadata
- Authors
- Kamerlin, S. C. L., Haranczyk, M., & Warshel, A.
- Venue
- The Journal of Physical Chemistry B
- Publisher
- American Chemical Society (ACS)
- Published
- 2008-12-04
- Volume
- 113
- Issue
- 5
- Pages
- 1253-1272
- ISSN
- 1520-5207 (ISSN-L)
- 1520-6106
- OpenAlex
- W1983731524
- Cited by
- 281
- References
- 210
- FWCI
- 15.28
- Type
- journal article
- Language
- en
- Open access
- green
About these checks
Registry, retraction, Cites and statistics results are computed, not judged, with one exception: a printed reference that no index lists is read once by a model before it counts as a citation error. Claims are extracted by a model and kept only when their quote appears verbatim in the text; each cited source is then checked, with a model’s help, for whether it says what the claim relies on. Those verdicts can be wrong — read the claim’s quote and the cited source before relying on one.
Statistics and arithmetic are recomputed, not judged.
Confidence bands are shown only for fields calibrated on our annotated test set. None is calibrated yet, so no band is shown.
What counts as a claim ›How we measure confidence ›How we check this ›
Are you an author, or do you see a problem with this page? Request a review
Data sources
Bibliographic data: Semantic Scholar, OpenAlex, Crossref.
Contains information from the Semantic Scholar Academic Graph Datasets, made available under the ODC Attribution License (ODC-BY 1.0).
Semantic Scholar’s data is described in: Kinney, R., et al. (2023). The Semantic Scholar Open Data Platform. arXiv:2301.10140.