Structural Survey of Zinc-Containing Proteins and Development of the Zinc AMBER Force Field (ZAFF)
Open accessAbstract
Currently the Protein Data Bank (PDB) contains over 18,000 structures that contain a metal ion including Na, Mg, K, Ca, V, Cr, Mn, Fe, Co, Ni, Cu, Zn, Pd, Ag, Cd, Ir, Pt, Au, and Hg. In general, carrying out classical molecular dynamics (MD) simulations of metalloproteins is a convoluted and time consuming process. Herein, we describe MCPB (Metal Center Parameter Builder), which allows one, to conveniently and rapidly incorporate metal ions using the bonded plus electrostatics model (Hoops et al., J. Am. Chem. Soc. 1991, 113, 8262-8270) into the AMBER Force Field (FF). MCPB was used to develop a Zinc FF, ZAFF, which is compatible with the existing AMBER FFs. The PDB was mined for all Zn containing structures with most being tetrahedrally bound. The most abundant primary shell ligand combinations were extracted and FFs were created. These include Zn bound to CCCC, CCCH, CCHH, CHHH, HHHH, HHHO, HHOO, HOOO, HHHD, and HHDD (O = water and the remaining are 1 letter amino acid codes). Bond and angle force constants and RESP charges were obtained from B3LYP/6-31G* calculations of model structures from the various primary shell combinations. MCPB and ZAFF can be used to create FFs for MD simulations of metalloproteins to study enzyme catalysis, drug design and metalloprotein crystal refinement.
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
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.
Claims other papers make about this one
Each is checked against this paper’s own text: does it say what the citing paper says it does?
Bonded models, such as the Zinc AMBER Force Field, represent tetrahedral coordination with harmonic potentials and angle terms for an explicit bond, giving directionality.
“Bonded models, such as the Zinc AMBER Force Field,23 describe the tetrahedral coordination with harmonic potentials and angle terms for an explicit bond that provides directionality.”
From AutoDock4<sub>Zn</sub>: An Improved AutoDock Force Field for Small-Molecule Docking to Zinc Metalloproteins (2014) · cites this paper as [23]
Self-check
Percentages, sums and reported differences re-computed from the paper’s own numbers.
The self-check needs the paper’s full text.
Cites
van der Waals Volumes and Radii
Bondì, A. (1964) · The Journal of Physical Chemistry · doi:10.1021/j100785a001 · Cited by 19,465 · see citing works
CHARMM: A program for macromolecular energy, minimization, and dynamics calculations
Brooks, B., Bruccoleri, R., Olafson, B. D., States, D., Swaminathan, S., & Karplus, M. (1983) · Journal of Computational Chemistry · doi:10.1002/jcc.540040211 · Cited by 13,736 · see citing works
A Second Generation Force Field for the Simulation of Proteins, Nucleic Acids, and Organic Molecules
Cornell, W. D., Cieplak, P., Bayly, C. I., Gould, I. R., Merz, K. M., Ferguson, D. M., Spellmeyer, D. C., Fox, T., Caldwell, J. W., & Kollman, P. A. (1995) · Journal of the American Chemical Society · doi:10.1021/ja00124a002 · Cited by 13,111 · see citing works
Self-citationUFF, a full periodic table force field for molecular mechanics and molecular dynamics simulations
Rappé, A. K., Casewit, C. J., Colwell, K. S., Goddard, W. A., & Skiff, W. M. (1992) · Journal of the American Chemical Society · doi:10.1021/ja00051a040 · Cited by 10,603 · see citing works
Bayly, C. I., Cieplak, P., Cornell, W. D., & Kollman, P. A. (1993) · The Journal of Physical Chemistry · doi:10.1021/j100142a004 · Cited by 8,152 · see citing works
An approach to computing electrostatic charges for molecules
Singh, U. C., & Kollman, P. A. (1984) · Journal of Computational Chemistry · doi:10.1002/jcc.540050204 · Cited by 3,495 · see citing works
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 3,366 · see citing works
Self-citationMolecular mechanics. The MM3 force field for hydrocarbons. 1
Allinger, N. L., Yuh, Y. H., & Lii, J. H. (1989) · Journal of the American Chemical Society · doi:10.1021/ja00205a001 · Cited by 2,826 · see citing works
Ion-water interaction potentials derived from free energy perturbation simulations
Åqvist, J. (1990) · The Journal of Physical Chemistry · doi:10.1021/j100384a009 · Cited by 1,675 · see citing works
Cieplak, P., Cornell, W. D., Bayly, C. I., & Kollman, P. A. (1995) · Journal of Computational Chemistry · doi:10.1002/jcc.540161106 · Cited by 1,012 · see citing works
Application of a universal force field to metal complexes
Rappé, A. K., Colwell, K. S., & Casewit, C. J. (1993) · Inorganic Chemistry · doi:10.1021/ic00068a012 · Cited by 456 · see citing works
Zinc binding in proteins and solution: A simple but accurate nonbonded representation
Stote, R. H., & Karplus, M. (1995) · Proteins: Structure, Function, and Bioinformatics · doi:10.1002/prot.340230104 · Cited by 354 · see citing works
Geometry of metal–ligand interactions in proteins
Harding, M. M. (2001) · Acta Crystallographica Section D Biological Crystallography · doi:10.1107/s0907444900019168 · Cited by 348 · see citing works
Calculation of intramolecular force fields from second-derivative tensors
Seminario, J. M. (1996) · International Journal of Quantum Chemistry · doi:10.1002/(sici)1097-461x(1996)60:7 · Cited by 311 · see citing works
Modeling Enzymatic Reactions Involving Transition Metals
Siegbahn, P. E. M., & Borowski, T. (2006) · Accounts of Chemical Research · doi:10.1021/ar050123u · Cited by 309 · see citing works
Force field design for metalloproteins
Hoops, S. C., Anderson, K. W., & Merz, K. M. (1991) · Journal of the American Chemical Society · doi:10.1021/ja00022a010 · Cited by 279 · see citing works
Self-citationMetal–ligand geometry relevant to proteins and in proteins: sodium and potassium
Harding, M. M. (2002) · Acta Crystallographica Section D Biological Crystallography · doi:10.1107/s0907444902003712 · Cited by 279 · see citing works
New Class IV Charge Model for Extracting Accurate Partial Charges from Wave Functions
Li, J., Zhu, T., Cramer, C. J., & Truhlar, D. G. (1998) · The Journal of Physical Chemistry A · doi:10.1021/jp972682r · Cited by 260 · see citing works
The architecture of metal coordination groups in proteins
Harding, M. M. (2004) · Acta Crystallographica Section D Biological Crystallography · doi:10.1107/s0907444904004081 · Cited by 242 · see citing works
Molecular mechanics calculations and metal ion recognition
Hancock, R. D. (1990) · Accounts of Chemical Research · doi:10.1021/ar00176a003 · Cited by 241 · see citing works
Small revisions to predicted distances around metal sites in proteins
Harding, M. M. (2006) · Acta Crystallographica Section D Biological Crystallography · doi:10.1107/s0907444906014594 · Cited by 237 · see citing works
A new force field for modeling metalloproteins
Vedani, A., & Huhta, D. W. (1990) · Journal of the American Chemical Society · doi:10.1021/ja00168a021 · Cited by 237 · see citing works
The geometry of metal–ligand interactions relevant to proteins
Harding, M. M. (1999) · Acta Crystallographica Section D Biological Crystallography · doi:10.1107/s0907444999007374 · Cited by 229 · see citing works
Aaqvist, J., & Warshel, A. (1990) · Journal of the American Chemical Society · doi:10.1021/ja00164a003 · Cited by 167 · see citing works
Empirical Force Fields for Biologically Active Divalent Metal Cations in Water
Babu, C. S., & Lim, C. (2005) · The Journal of Physical Chemistry A · doi:10.1021/jp054177x · Cited by 156 · see citing works
Theory of Ionic Hydration: Insights from Molecular Dynamics Simulations and Experiment
Babu, C. S., & Lim, C. (1999) · The Journal of Physical Chemistry B · doi:10.1021/jp9921912 · Cited by 156 · see citing works
Carbon dioxide binding to human carbonic anhydrase II
Merz, K. M. (1991) · Journal of the American Chemical Society · doi:10.1021/ja00002a004 · Cited by 154 · see citing works
Self-citationHancock, R. D., Bhavan, R., Wade, P. W., et al. (1989) · Inorganic Chemistry · doi:10.1021/ic00301a007 · Cited by 150 · see citing works
Pang, Y., Xu, K., Yazal, J. E., & Prendergast, F. G. (2000) · PubMed Central · Cited by 150 · see citing works
Pang, Y. (2001) · Proteins Structure Function and Bioinformatics · doi:10.1002/prot.1138 · Cited by 149 · see citing works
Zn Protein Simulations Including Charge Transfer and Local Polarization Effects
Sakharov, D. V., & Lim, C. (2005) · Journal of the American Chemical Society · doi:10.1021/ja0429115 · Cited by 147 · see citing works
Ullmann, G. M., Knapp, E., & Kostić, N. M. (1997) · Journal of the American Chemical Society · doi:10.1021/ja962237u · Cited by 127 · see citing works
Ryde, U. (1995) · Proteins Structure Function and Bioinformatics · doi:10.1002/prot.340210106 · Cited by 126 · see citing works
Computer simulation of the initial proton transfer step in human carbonic anhydrase I
Åqvist, J., & Warshel, A. (1992) · Journal of Molecular Biology · doi:10.1016/0022-2836(92)90572-2 · Cited by 126 · see citing works
A Molecular Mechanics AMBER-Type Force Field for Modeling Platinum Complexes of Guanine Derivatives
Yao, S., Plastaras, J. P., & Marzilli, L. G. (1994) · Inorganic Chemistry · doi:10.1021/ic00104a015 · Cited by 112 · see citing works
Harding, M. M. (2000) · Acta Crystallographica Section D Biological Crystallography · doi:10.1107/s0907444900005849 · Cited by 109 · see citing works
Norrby, P., & Liljefors, T. (1998) · Journal of Computational Chemistry · doi:10.1002/(sici)1096-987x(19980730)19:10 · Cited by 105 · see citing works
Systematic Derivation of AMBER Force Field Parameters Applicable to Zinc-Containing Systems
Fu, L., & Wang, R. (2010) · Journal of Chemical Theory and Computation · doi:10.1021/ct900454q · Cited by 104 · see citing works
Deriving force field parameters for coordination complexes
Norrby, P. (2001) · Coordination Chemistry Reviews · doi:10.1016/s0010-8545(00)00296-4 · Cited by 96 · see citing works
Marques, H. M., & Brown, K. L. (2002) · Coordination Chemistry Reviews · doi:10.1016/s0010-8545(01)00411-8 · Cited by 96 · see citing works
On the role of Glu‐68 in alcohol dehydrogenase
Ryde, U. (1995) · Protein Science · doi:10.1002/pro.5560040611 · Cited by 95 · see citing works
A new molecular mechanics force field for the oxidized form of blue copper proteins
Comba, P., & Remenyi, R. (2002) · Journal of Computational Chemistry · doi:10.1002/jcc.10084 · Cited by 85 · see citing works
Gresh, N., Piquemal, J., & Krauss, M. (2005) · Journal of Computational Chemistry · doi:10.1002/jcc.20244 · Cited by 83 · see citing works
Suárez, D., Brothers, E. N., & Merz, K. M. (2002) · Biochemistry · doi:10.1021/bi0121860 · Cited by 77 · see citing works
Self-citationThe influence of axial ligands on the reduction potential of blue copper proteins
Olsson, M. H. M., & Ryde, U. (1999) · JBIC Journal of Biological Inorganic Chemistry · doi:10.1007/s007750050389 · Cited by 76 · see citing works
Molecular Mechanics (MM3*) Parameters for Ruthenium(II)−Polypyridyl Complexes
Brandt, P., Norrby, T., Åkermark, B., et al. (1998) · Inorganic Chemistry · doi:10.1021/ic980021i · Cited by 68 · see citing works
Parameters for the amber force field for the molecular mechanics modeling of the cobalt corrinoids
Marques, H. M., Ngoma, B., Egan, T. J., & Brown, K. L. (2001) · Journal of Molecular Structure · doi:10.1016/s0022-2860(00)00920-0 · Cited by 64 · see citing works
Quantum mechanical and molecular dynamics simulations of ureases and Zn β‐lactamases
Estiu, G. L., Suárez, D., & Merz, K. M. (2006) · Journal of Computational Chemistry · doi:10.1002/jcc.20411 · Cited by 59 · see citing works
Self-citationDíaz, N., Suárez, D., & Merz, K. M. (2001) · Journal of the American Chemical Society · doi:10.1021/ja0113246 · Cited by 57 · see citing works
Self-citationInhibition of carbonic anhydrase
Merz, K. M., Murcko, M. A., & Kollman, P. A. (1991) · Journal of the American Chemical Society · doi:10.1021/ja00012a017 · Cited by 54 · see citing works
Self-citationSuárez, D., Díaz, N., & Merz, K. M. (2002) · Journal of Computational Chemistry · doi:10.1002/jcc.10157 · Cited by 54 · see citing works
Self-citationCollins, J., Camper, D. L., & Loew, G. H. (1991) · Journal of the American Chemical Society · doi:10.1021/ja00007a057 · Cited by 51 · see citing works
Huo, S., & Straub, J. E. (1999) · Proteins Structure Function and Bioinformatics · doi:10.1002/(sici)1097-0134(19990801)36:2 · Cited by 50 · see citing works
Vedani, A., Huhta, D. W., & Jacober, S. P. (1989) · Journal of the American Chemical Society · doi:10.1021/ja00193a045 · Cited by 46 · see citing works
A molecular mechanics force field for the cobalt corrinoids
Marques, H. M., & Brown, K. L. (1995) · Journal of Molecular Structure THEOCHEM · doi:10.1016/0166-1280(95)04142-s · Cited by 44 · see citing works
Catalyzed Decomposition of Urea. Molecular Dynamics Simulations of the Binding of Urea to Urease
Estiu, G. L., & Merz, K. M. (2006) · Biochemistry · doi:10.1021/bi052020p · Cited by 43 · see citing works
Self-citationA new interpretation of the effective Born radius from simulation and experiment
Babu, C. S., & Lim, C. (1999) · Chemical Physics Letters · doi:10.1016/s0009-2614(99)00714-9 · Cited by 42 · see citing works
Vaiana, A. C., Schulz, A., Wolfrum, J., et al. (2003) · Journal of Computational Chemistry · doi:10.1002/jcc.10190 · Cited by 42 · see citing works
Sirovatka, J. M., Rappé, A. K., & Finke, R. G. (2000) · Inorganica Chimica Acta · doi:10.1016/s0020-1693(00)00025-6 · Cited by 35 · see citing works
Molecular Dynamics Simulations of the Enzyme Cu, Zn Superoxide Dismutase
Branco, R. J. F., Fernandes, P. A., & Ramos, M. J. (2006) · The Journal of Physical Chemistry B · doi:10.1021/jp056855l · Cited by 33 · see citing works
Computational Studies of the Farnesyltransferase Ternary Complex Part I: Substrate Binding
Cui, G., Wang, B., & Merz, K. M. (2005) · Biochemistry · doi:10.1021/bi051020m · Cited by 33 · see citing works
Self-citationGresh, N. (2006) · Current Pharmaceutical Design · doi:10.2174/138161206777585256 · Cited by 31 · see citing works
Brown, K. L., Zou, X., & Marques, H. M. (1998) · Journal of Molecular Structure THEOCHEM · doi:10.1016/s0166-1280(98)00206-1 · Cited by 29 · see citing works
Collins, J., Du, P., & Loew, G. H. (1992) · Biochemistry · doi:10.1021/bi00160a030 · Cited by 29 · see citing works
Marques, H. M., & Brown, K. L. (1999) · Coordination Chemistry Reviews · doi:10.1016/s0010-8545(99)00074-0 · Cited by 22 · see citing works
Interpretation of the temperature-dependent color of blue copper protein mutants
Comba, P., Müller, V., & Remenyi, R. (2003) · Journal of Inorganic Biochemistry · doi:10.1016/j.jinorgbio.2003.12.004 · Cited by 22 · see citing works
Hancock, R. D., Weaving, J. S., & Marques, H. M. (1989) · Journal of the Chemical Society Chemical Communications · doi:10.1039/c39890001176 · Cited by 21 · see citing works
Marques, H. M., & Cukrowski, I. (2002) · Physical Chemistry Chemical Physics · doi:10.1039/b203360g · Cited by 17 · see citing works
Skopec, C. E., Robinson, J. M., Cukrowski, I., et al. (2005) · Journal of Molecular Structure · doi:10.1016/j.molstruc.2004.11.028 · Cited by 16 · see citing works
Sindhikara, D., Roitberg, A. E., & Merz, K. M. (2009) · Biochemistry · doi:10.1021/bi9013352 · Cited by 15 · see citing works
Self-citationSkopec, C. E., Cukrowski, I., & Marques, H. M. (2005) · Journal of Molecular Structure · doi:10.1016/j.molstruc.2005.08.016 · Cited by 9 · see citing works
Flagged first, then by citations
Research works printed but not linked: 2
- [10]Pang YP Xu K Yazal JE Prendergas FG Protein Sci 2000 9 1857 11106157 PMC2144454
- [45]Remenyi R Comba P J. Inorg. Biochem 2001 86 397 15134935
Cited by
Sorted by citations
Santos-Martins, D., Forli, S., Ramos, M. J., & Olson, A. J. (2014) · Journal of Chemical Information and Modeling · doi:10.1021/ci500209e · Cited by 318 · see citing works
Zinc Coordination Spheres in Protein Structures
Laitaoja, M., Valjakka, J., & Jänis, J. (2013) · Inorganic Chemistry · doi:10.1021/ic401072d · Cited by 263 · see citing works
A Transferable Nonbonded Pairwise Force Field to Model Zinc Interactions in Metalloproteins
Wu, R., Lu, Z., Cao, Z., & Zhang, Y. (2011) · Journal of Chemical Theory and Computation · doi:10.1021/ct100525r · Cited by 53 · see citing works
Pottel, J., Therrien, E., Gleason, J. L., & Moitessier, N. (2014) · Journal of Chemical Information and Modeling · doi:10.1021/ci400550m · Cited by 48 · see citing works
- Authors
- Peters, M. B., Yang, Y., Wang, B., Füsti-Molnár, L., Weaver, M. N., & Merz, K. M.
- Affiliations
- University of Florida (US)
- Corresponding author
- Merz, Kenneth M.
- Venue
- Journal of Chemical Theory and Computation
- Publisher
- American Chemical Society (ACS)
- Published
- 2010-08-25
- Volume
- 6
- Issue
- 9
- Pages
- 2935-2947
- ISSN
- 1549-9618 (ISSN-L)
- 1549-9626
- PMC
- PMC2941202
- OpenAlex
- W2010076108
- Cited by
- 501
- References
- 71
- Citations by year
- 2026: 32 · 2025: 43 · 2024: 46 · 2023: 49 · 2022: 49 · 2021: 48 · 2020: 32 · 2019: 36 · 2018: 31 · 2017: 24 · 2016: 19 · 2015: 26 · 2014: 24 · 2013: 21 · 2012: 13
- FWCI
- 5.43
- Type
- journal article
- Language
- en
- Open access
- green
- www.ncbi.nlm.nih.gov
- Locations
- Journal of Chemical Theory and Computation (publishedVersion)
- PubMed (publishedVersion)
- Europe PMC (PubMed Central) (acceptedVersion)
- PubMed Central (acceptedVersion)
- Funders
- National Institute of General Medical Sciences (R01GM066859, R01GM044974)
- Topics
- Life Sciences › Biochemistry, Genetics and Molecular Biology › Molecular Biology › Protein Structure and Dynamics
- Physical Sciences › Physics and Astronomy › Atomic and Molecular Physics, and Optics › Advanced Chemical Physics Studies
- Physical Sciences › Chemistry › Physical and Theoretical Chemistry › Advanced Physical and Chemical Molecular Interactions
- Keywords
- zinc-containing proteins, metalloproteins, force field parameterization, metal ion binding, tetrahedral zinc coordination, MCPB, enzyme catalysis
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