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Docking of calcium ions in proteins with flexible side chains and deformable backbones. EUROPEAN BIOPHYSICS JOURNAL: EBJ 2009; 39:825-38. [PMID: 19937325 DOI: 10.1007/s00249-009-0561-7] [Citation(s) in RCA: 6] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Received: 04/03/2009] [Revised: 10/20/2009] [Accepted: 10/23/2009] [Indexed: 10/20/2022]
Abstract
A method of docking Ca(2+) ions in proteins with flexible side chains and deformable backbones is proposed. The energy was calculated with the AMBER force field, implicit solvent, and solvent exposure-dependent and distance-dependent dielectric function. Starting structures were generated with Ca(2+) coordinates and side-chain torsions sampled in 1000 A(3) cubes centered at the experimental Ca(2+) positions. The energy was Monte Carlo-minimized. The method was tested on fourteen Ca(2+)-binding sites. For twelve Ca(2+)-binding sites the root mean square (RMS) deviation of the apparent global minimum from the experimental structure was below 1.3 and 1.7 A for Ca(2+) ions and side-chain heavy atoms, respectively. Energies of multiple local minima correlate with the RMS deviations from the X-ray structures. Two Ca(2+)-binding sites at the surface of proteinase K were not predicted, because of underestimation of Ca(2+) hydration energy by the implicit-solvent method.
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2
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Milanese L, Espinosa A, Campos JM, Gallo MA, Entrena A. Insight into the inhibition of human choline kinase: homology modeling and molecular dynamics simulations. ChemMedChem 2007; 1:1216-28. [PMID: 17009359 DOI: 10.1002/cmdc.200600158] [Citation(s) in RCA: 12] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/22/2022]
Abstract
A homology model of human choline kinase (CK-alpha) based on the X-ray crystallographic structure of C. elegans choline kinase (CKA-2) is presented. Molecular dynamics simulations performed on CK-alpha confirm the quality of the model, and also support the putative ATP and choline binding sites. A good correlation between the MD results and reported CKA-2 mutagenesis assays has been found for the main residues involved in catalytic activity. Preliminary docking studies performed on the CK-alpha model indicate that inhibitors can bind to the binding sites of both substrates (ATP and choline). A possible reason for inhibition of choline kinase by Ca(2+) ion is also proposed.
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Affiliation(s)
- Lara Milanese
- Departamento de Química Farmacéutica y Orgánica, Facultad de Farmacia, Campus de Cartuja s/n, Universidad de Granada, 18071 Granada, Spain
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3
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Bhowmik R, Katti KS, Katti D. Molecular dynamics simulation of hydroxyapatite–polyacrylic acid interfaces. POLYMER 2007. [DOI: 10.1016/j.polymer.2006.11.015] [Citation(s) in RCA: 150] [Impact Index Per Article: 8.8] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/30/2022]
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4
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Turjanski AG, Estrin DA, Rosenstein RE, McCormick JE, Martin SR, Pastore A, Biekofsky RR, Martorana V. NMR and molecular dynamics studies of the interaction of melatonin with calmodulin. Protein Sci 2005; 13:2925-38. [PMID: 15498938 PMCID: PMC2286588 DOI: 10.1110/ps.04611404] [Citation(s) in RCA: 29] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/26/2022]
Abstract
Pineal hormone melatonin (N-acetyl-5-methoxytryptamine) is thought to modulate the calcium/calmodulin signaling pathway either by changing intracellular Ca(2+) concentration via activation of its G-protein-coupled membrane receptors, or through a direct interaction with calmodulin (CaM). The present work studies the direct interaction of melatonin with intact calcium-saturated CaM both experimentally, by fluorescence and nuclear magnetic resonance spectroscopies, and theoretically, by molecular dynamics simulations. The analysis of the experimental data shows that the interaction is calcium-dependent. The affinity, as obtained from monitoring (15)N and (1)H chemical shift changes for a melatonin titration, is weak (in the millimolar range) and comparable for the N- and C-terminal domains. Partial replacement of diamagnetic Ca(2+) by paramagnetic Tb(3+) allowed the measurement of interdomain NMR pseudocontact shifts and residual dipolar couplings, indicating that each domain movement in the complex is not correlated with the other one. Molecular dynamics simulations allow us to follow the dynamics of melatonin in the binding pocket of CaM. Overall, this study provides an example of how a combination of experimental and theoretical approaches can shed light on a weakly interacting system of biological and pharmacological significance.
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Affiliation(s)
- Adrián G Turjanski
- Departamento de Química Inorgánica, Analítica y Química-Física, INQUIMAE-CONICET, Facultad de Ciencias Exactas y Naturales, Departamento de Bioquímica Humana, Facultad de Medicina, Universidad de Buenos Aires, Buenos Aires, Argentina
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5
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Strauss J, Daub J. Optically active cyclic hexapeptides with covalently attached pyrene probes: selective alkaline earth metal ion recognition using excimer emission. Org Lett 2002; 4:683-6. [PMID: 11869101 DOI: 10.1021/ol0170354] [Citation(s) in RCA: 33] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/28/2022]
Abstract
[structure: see text] The synthesis of two optically active pyrene-modified cyclic hexapetides and their selectivity toward the complexation of alkaline earth metal ions are reported. Complexation was studied by optical and chiroptical methods. The cyclic peptides are forming 2:1 sandwich complexes with the metal ions.
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Affiliation(s)
- Jörg Strauss
- Institut für Organische Chemie, Universität Regensburg, Universitätsstrasse 31, D-93053 Regensburg
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6
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Hassan SA, Guarnieri F, Mehler EL. Characterization of Hydrogen Bonding in a Continuum Solvent Model. J Phys Chem B 2000. [DOI: 10.1021/jp9938967] [Citation(s) in RCA: 39] [Impact Index Per Article: 1.6] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/29/2022]
Affiliation(s)
- Sergio A. Hassan
- Department of Physiology and Biophysics, Mount Sinai School of Medicine, New York, New York 10029
| | - Frank Guarnieri
- Department of Physiology and Biophysics, Mount Sinai School of Medicine, New York, New York 10029
| | - Ernest L. Mehler
- Department of Physiology and Biophysics, Mount Sinai School of Medicine, New York, New York 10029
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7
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Wriggers W, Mehler E, Pitici F, Weinstein H, Schulten K. Structure and dynamics of calmodulin in solution. Biophys J 1998; 74:1622-39. [PMID: 9545028 PMCID: PMC1299510 DOI: 10.1016/s0006-3495(98)77876-2] [Citation(s) in RCA: 128] [Impact Index Per Article: 4.9] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 02/07/2023] Open
Abstract
To characterize the dynamic behavior of calmodulin in solution, we have carried out molecular dynamics (MD) simulations of the Ca2+-loaded structure. The crystal structure of calmodulin was placed in a solvent sphere of radius 44 A, and 6 Cl- and 22 Na+ ions were included to neutralize the system and to model a 150 mM salt concentration. The total number of atoms was 32,867. During the 3-ns simulation, the structure exhibits large conformational changes on the nanosecond time scale. The central alpha-helix, which has been shown to unwind locally upon binding of calmodulin to target proteins, bends and unwinds near residue Arg74. We interpret this result as a preparative step in the more extensive structural transition observed in the "flexible linker" region 74-82 of the central helix upon complex formation. The major structural change is a reorientation of the two Ca2+-binding domains with respect to each other and a rearrangement of alpha-helices in the N-terminus domain that makes the hydrophobic target peptide binding site more accessible. This structural rearrangement brings the domains to a more favorable position for target binding, poised to achieve the orientation observed in the complex of calmodulin with myosin light-chain kinase. Analysis of solvent structure reveals an inhomogeneity in the mobility of water in the vicinity of the protein, which is attributable to the hydrophobic effect exerted by calmodulin's binding sites for target peptides.
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Affiliation(s)
- W Wriggers
- Department of Physics and Beckman Institute, University of Illinois at Urbana-Champaign, Urbana 61801, USA
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8
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Tobias DJ, Klein ML. Molecular Dynamics Simulations of a Calcium Carbonate/Calcium Sulfonate Reverse Micelle. ACTA ACUST UNITED AC 1996. [DOI: 10.1021/jp951260j] [Citation(s) in RCA: 83] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/28/2022]
Affiliation(s)
- Douglas J. Tobias
- Department of Chemistry, University of Pennsylvania, Philadelphia, Pennsylvania 19104-6323
| | - Michael L. Klein
- Department of Chemistry, University of Pennsylvania, Philadelphia, Pennsylvania 19104-6323
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9
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Zhorov BS, Ananthanarayanan VS. Conformational analysis of the Ca(2+)-bound opioid peptides: implications for ligand-receptor interaction. J Biomol Struct Dyn 1995; 13:1-13. [PMID: 8527022 DOI: 10.1080/07391102.1995.10508817] [Citation(s) in RCA: 9] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/31/2023]
Abstract
Based on our earlier proposal on the role of Ca2+ in ligand-receptor recognition and the demonstration of the similarity of the Ca(2+)-bound forms of Met-enkephalin and morphine (Zhorov, B.S. and Ananthanarayanan, V.S., FEBS Lett. 354, 131-134 (1994)) we have undertaken the conformational analysis of a series of the Ca(2+)-bound opioid peptides aiming to find their conformations matching Ca(2+)-bound morphine. A Monte Carlo-with-energy-minimization method was used to calculate 14 opioid peptides in the presence of Ca2+. Low-energy conformations of the Ca2+ complexes of peptides with high mu-affinity were found to resemble closely morphine-Ca2+ complex. In contrast, the Ca2+ complexes of peptides with low mu-affinity did not. The results are relevant for understanding the structure-activity relations of opioid receptor ligands.
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Affiliation(s)
- B S Zhorov
- Department of Biochemistry, McMaster University, Hamilton, Ontario, Canada
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10
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Zhorov BS, Ananthanarayanan VS. Similarity of Ca(2+)-bound conformations of morphine and Met-enkephalin: a computational study. FEBS Lett 1994; 354:131-4. [PMID: 7957911 DOI: 10.1016/0014-5793(94)01071-4] [Citation(s) in RCA: 12] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/28/2023]
Abstract
The conformations of the free and Ca(2+)-bound forms of morphine and Met-enkephalin were compared based on an earlier proposal that extracellular Ca2+ may dictate the bioactive conformations of peptide hormones and drugs. A Monte Carlo with energy minimization method was used to calculate Met-enkephalin in the absence and presence of Ca2+. The Ca(2+)-bound conformation of Met-enkephalin was found to have an overall shape that matched well with that of morphine. In contrast, the uncomplexed Met-enkephalin did not have such a match. The data suggest that a ternary association of the mu-receptor, its ligands and Ca2+ may be an initial process in the signal transduction mechanism of opioid peptides.
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Affiliation(s)
- B S Zhorov
- Department of Biochemistry, McMaster University, Hamilton, Ont., Canada
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11
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Keitel T, Meldgaard M, Heinemann U. Cation binding to a Bacillus (1,3-1,4)-beta-glucanase. Geometry, affinity and effect on protein stability. EUROPEAN JOURNAL OF BIOCHEMISTRY 1994; 222:203-14. [PMID: 8200344 DOI: 10.1111/j.1432-1033.1994.tb18858.x] [Citation(s) in RCA: 43] [Impact Index Per Article: 1.4] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 01/29/2023]
Abstract
The hybrid Bacillus (1,3-1,4)-beta-glucanase H(A16-M), consisting of 16 N-terminal amino acids derived from the mature form of the B. amyloliquefaciens enzyme and of 198 C-proximal amino acids from the B. macerans enzyme, binds a calcium ion at a site at its molecular surface remote from the active center [T. Keitel, O. Simon, R. Borriss & U. Heinemann (1993) Proc. Natl Acad. Sci. USA 90, 5287-5291]. X-ray diffraction analysis at 0.22-nm resolution of crystals grown in the absence of calcium and in the presence of EDTA shows this site to be occupied by a sodium ion. Whereas the calcium ion has six oxygen atoms in its coordination sphere, two of which are from water molecules, sodium is fivefold coordinated with a fifth ligand belonging to a symmetry-related protein molecule in the crystal lattice. The affinity of H(A16-M) for calcium over sodium has been determined calorimetrically. Calcium binding stabilizes the native three-dimensional structure of the protein as shown by guanidinium chloride unfolding and thermal inactivation experiments. The enhanced enzymic activity of Bacillus beta-glucanases at elevated temperatures in the presence of calcium ions is attributed to a general stabilizing effect by the cation.
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Affiliation(s)
- T Keitel
- Institut für Kristallographie, Freie Universität Berlin, Germany
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12
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Ananthanarayanan VS, Saint-Jean A, Cheesman BV, Hughes DW, Bain AD. Conformational studies on calcium binding by tBoc-Leu-Pro-Tyr-Ala-NHCH3, a tyrosine kinase substrate, in a nonpolar solvent. J Biomol Struct Dyn 1993; 11:509-28. [PMID: 8129870 DOI: 10.1080/07391102.1993.10508012] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.1] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/28/2023]
Abstract
With a view to understanding the structural requirement for tyrosine phosphorylation, we have examined the free and Ca(2+)-bound conformations of the synthetic peptide tBoc-Leu-Pro-Tyr-Ala-NHCH3, a substrate for a protein tyrosine kinase, using circular dichroism (CD), 1H and 13C nuclear magnetic resonance (NMR) and molecular modeling methods. CD spectrum of the free peptide in water showed a random coil structure, while the spectrum in acetonitrile was indicative of a folded structure containing a type III beta-turn. Dihedral angle data derived from JNH-CH coupling constants, as well as two-dimensional 1H-COSY and NOESY spectral analyses, showed that the peptide adopts a conformation close to the 3(10)-helix. Ca2+ binding by the peptide, as monitored by CD spectral changes, was quite weak in water. However, substantial CD spectral changes were observed in the peptide on addition of Ca2+ in acetonitrile suggestive of major conformational alterations due to Ca2+ binding. Analysis of the binding isotherms at 25 degrees C obtained from CD data in acetonitrile indicated a 2:1 peptide:Ca2+ ("sandwich") complex to be the dominant species with a Kd of about 30 microM. A 1:1 complex was also present and became significant at Ca2+:peptide ratios above 1. By comparison, the peptide formed a predominantly 1:1 complex with Mg2+ with a Kd of about 40 microM. 13C-NMR data showed that a mixture of cis and trans conformers (arising from rotation around the Leu-Pro bond) in the free peptide changes over to the all-trans form on coordination of the peptide carbonyl groups to the Ca2+ ion. 1H-NOESY data of the Ca2+ complex revealed several interactions involving the sidechains of two peptide molecules in the sandwich. Molecular modeling and energy minimization with and without the input of NOESY-derived distance constraints showed the sandwich complex to be an energetically very favourable conformation. Besides its relevance in terms of the possible involvement of divalent cations in substrate-tyrosine kinase interaction, the conformational characterization of tBoc-Leu-Pro-Tyr-Ala-NHCH3 and its Ca2+ complex should help understand the conformational determinants for Ca(2+)-binding by linear peptides.
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13
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Mehler EL, Kushick JN, Weinstein H. Consequences of Sequential Ca2+Occupancy for the Structure and Dynamics of CalbindinD9K: Computational Simulations and Comparison to Experimental Determinations in Solution. MOLECULAR SIMULATION 1993. [DOI: 10.1080/08927029308022171] [Citation(s) in RCA: 7] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 10/23/2022]
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14
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Michel AG, Jeandenans C, Ananthanarayanan VS. Structural aspects of Ca2+ binding by acyclic peptides: low-energy conformational domains and molecular dynamics of N-acetyl-L-prolyl-D-alanyl-L-alanine-N'-methylamide. J Biomol Struct Dyn 1992; 10:281-93. [PMID: 1466810 DOI: 10.1080/07391102.1992.10508647] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.1] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/27/2022]
Abstract
We have applied random-search, energy minimization and molecular dynamics simulations to investigate the structural aspects of the interaction of N-acetyl-L-prolyl-D-alanyl-L-alanine-N'-methylamide with Ca2+. Spectral data on related peptides had suggested that the beta-turn conformation might be a prerequisite for the binding of cation ion by such short linear peptides. In order to relate the conformational characteristics with the Ca(2+)-binding affinities of these peptides, the molecular events involved in cation binding need to be understood. We have addressed this problem in this study by using a systematic approach that involved the following steps. First, a random search technique was used to generate a large population of conformers for the free peptide in the absence of Ca2+. Next, the energies of these conformers were computed. Conformations with energies within 4 kcal/mol of the global minimum were analysed and found to fall into four main groups characterized by the presence of different types of hydrogen-bonded structures including single and consecutive beta-turns. The energies for interconversion of conformers from one group to another were computed and found to be relatively small (< 10 kcal/mol). Finally, molecular dynamics of the peptide at 300K in the presence of Ca2+ were used to simulate the cation binding process. Starting points for these simulations were generated by placing the ion in the vicinity of two molecules of the peptide. The simulation results showed that the conformers with two consecutive beta-turns led to the formation of a stable 2:1 (peptide:Ca2+) sandwich complex in agreement with earlier experimental observations on similar linear peptides. While the starting conformation of the peptide in the consecutive beta-turn structure allowed for the proper orientation of three carbonyl oxygen atoms for chelation to the metal ion, the dynamics of complex formation rearranged the peptide structure substantially, leading to the formation of an 8-coordinated Ca2+ complex in a dodecahedral spatial arrangement. Thus, based on the energetics of the structures and processes involved, the present study demonstrates that: a) peptide-Ca2+ complex formation is initiated by conformers adopting consecutive beta-turn structures which subsequently go over to a significantly different conformation found in the complex; and, b) The facile interconversion between the low-energy conformers in the different groups would help shift the equilibrium population towards the consecutive beta-turn structure during the complex formation.
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Affiliation(s)
- A G Michel
- Department of Chemistry, University of Sherbrooke, Québec, Canada
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15
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Shiratori Y, Nakagawa S. Parametrization of calcium binding site in proteins and molecular dynamics simulation on phospholipase A2. J Comput Chem 1991. [DOI: 10.1002/jcc.540120609] [Citation(s) in RCA: 13] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/07/2022]
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16
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Osman R, Miaskiewicz K, Weinstein H. Structure-function relations in radiation damaged DNA. BASIC LIFE SCIENCES 1991; 58:423-47; discussion 447-52. [PMID: 1667352 DOI: 10.1007/978-1-4684-7627-9_16] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.1] [Reference Citation Analysis] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 12/28/2022]
Affiliation(s)
- R Osman
- Department of Physiology and Biophysics, Mount Sinai School of Medicine, City University of New York
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17
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Calmodulin structure and function: Implication of arginine in the compaction related to ligand binding. ACTA ACUST UNITED AC 1991. [DOI: 10.1007/bf00161666] [Citation(s) in RCA: 10] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/26/2022]
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18
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Gresh N, Guittet E, Lallemand JY. A joint 2D NMR and theoretical investigation of Ca2+ binding loops III and IV of calmodulin. J Biomol Struct Dyn 1990; 7:1003-18. [PMID: 2360994 DOI: 10.1080/07391102.1990.10508542] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/31/2022]
Abstract
A 2D NMR NOESY spectrum of integral CaM in water(148 residues) reveals a series of downfield-shifted crosspeaks stemming from the NH protons of the Ca2(+)-binding loops III and IV. Their attribution, with the help of already assigned proton resonances of isolated tryptic fragments, was complemented by means of energy-minimizations on the Ca2+ complexes of loops III and IV. From these calculations, a set of two alternative, related conformations was obtained for each loop. The first type of conformation provides a coordination pattern for Ca2+ that is similar to that found in loop EF of parvalbumin. The computed interproton distances in both loops are fully compatible with the inferences from the sets of NOESY cross-peaks. Evidence is also provided for interloop interactions.
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Affiliation(s)
- N Gresh
- Laboratoire de Biochimie Théorique, Institut de Biologie Physico-Chimique, Paris, France
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19
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Simulation of plasticity of a copper(II) coordination polyhedron with a force field based on coulombic interactions: Conformational analysis of copper(II) chelates with α-amino acids. Polyhedron 1990. [DOI: 10.1016/s0277-5387(00)86822-9] [Citation(s) in RCA: 22] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/19/2022]
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20
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Sussman F, Weinstein H. On the ion selectivity in Ca-binding proteins: the cyclo(-L-Pro-Gly-)3 peptide as a model. Proc Natl Acad Sci U S A 1989; 86:7880-4. [PMID: 2813364 PMCID: PMC298175 DOI: 10.1073/pnas.86.20.7880] [Citation(s) in RCA: 32] [Impact Index Per Article: 0.9] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/02/2023] Open
Abstract
Calcium plays a crucial role in many cellular processes. Its functions are directly dependent on the high specificity for Ca2+ exhibited by the proteins and ion carriers that bind divalent ions. To elucidate the basis for this specificity we have calculated the relative energies of solvation of calcium and magnesium ions in complexes with cyclo(-L-Pro-Gly-)3, a small synthetic peptide that binds Ca2+ with an affinity comparable to those of the naturally occurring proteins. The results show that the ion selectivity of the peptide resides in the difference in the solvation energies of the competing ions in water. Although the peptide is able to complex Mg2+ better than Ca2+ in the stoichiometries in which cyclo(-L-Pro-Gly-)3 binds divalent ions, it is not always able to provide as much stabilization for Mg2+ as water does. These results also explain why cyclo(-L-Pro-Gly-)3 binds Ca2+ and Mg2+ with different stoichiometries and indicate the source for expected differences in the structures of complexes of the two ions.
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Affiliation(s)
- F Sussman
- Department of Physiology and Biophysics, Mount Sinai School of Medicine, City University of New York, NY 10029
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21
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McDonald JJ, Rein R. Molecular modeling of calmodulin: a comparison with crystallographic data. INTERNATIONAL JOURNAL OF QUANTUM CHEMISTRY. QUANTUM BIOLOGY SYMPOSIUM : PROCEEDINGS OF THE INTERNATIONAL SYMPOSIUM ON QUANTUM BIOLOGY AND QUANTUM PHARMACOLOGY. INTERNATIONAL SYMPOSIUM ON QUANTUM BIOLOGY AND QUANTUM PHARMACOLOGY 1989; 16:57-72. [PMID: 11542153 DOI: 10.1002/qua.560360707] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 04/16/2023]
Abstract
Two methods of side-chain placement on a modeled protein have been examined. Two molecular models of calmodulin were constructed that differ in the treatment of side chains prior to optimization of the molecule. A virtual bond analysis program developed by Purisima and Scheraga was used to determine the backbone conformation based on 2.2 angstroms resolution C alpha coordinates for the molecules. In the first model, side chains were initially constructed in an extended conformation. In the second model, a conformational grid search technique was employed. Calcium ions were treated explicitly during energy optimization using CHARMM. The models are compared to a recently published refined crystal structure of calmodulin. The results indicate that the initial choices for side-chains, but also significant effects on the main-chain conformation and supersecondary structure. The conformational differences are discussed. Analysis of these and other methods makes possible the formulation of a methodology for more appropriate side-chain placement in modeled proteins.
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Affiliation(s)
- J J McDonald
- Roswell Park Memorial Institute, Buffalo, New York 14263, USA
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