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Park HS, Byun BJ, Kang YK. Exploring Conformational Preferences of Leu-enkephalin Using the Conformational Search and Double-Hybrid DFT Energy Calculations. ACS OMEGA 2022; 7:27755-27768. [PMID: 35967045 PMCID: PMC9366962 DOI: 10.1021/acsomega.2c03942] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 06/23/2022] [Accepted: 07/15/2022] [Indexed: 06/15/2023]
Abstract
The conformational preferences of Leu-enkephalin (Leu-Enk) were explored by the conformational search and density functional theory (DFT) calculations. By a combination of low-energy conformers of each residue, the initial structures of the neutral Leu-Enk were generated and optimized using the ECEPP3 force field in the gas phase. These structures were reoptimized at the HF/3-21G(d) and M06-2X levels of theory with 6-31G(d) and 6-31+G(d) basis functions. We finally located the 139 structures with the relative energy <10 kcal mol-1 in the gas phase, from which the structures of the corresponding zwitterionic Leu-Enk were generated and reoptimized at the M06-2X/6-31+G(d) level of theory using the implicit solvation model based on density (SMD) in water. The conformational preferences of Leu-Enk were analyzed using Gibbs free energies corrected by single-point energies calculated at the double-hybrid DSD-PBEP86-D3BJ/def2-TZVP level of theory in the gas phase and in water. The neutral Leu-Enk dominantly adopted a folded structure in the gas phase stabilized by three H-bonds with a βII'-bend-like motif at the Gly3-Phe4 sequence and a close contact between the side chains of Phe4 and Leu5. The zwitterionic Leu-Enk exhibited a folded structure in water stabilized by three H-bonds with double β-bends such as a βII' bend at the Gly2-Gly3 sequence and a βI bend at the Gly3-Phe4 sequence. The calculated ensemble-averaged distance between CGly2 α and CLeu5 α of the zwitterionic Leu-Enk in water is consistent with the value estimated from the simulated annealing using the distance constraints derived from nuclear Overhauser effect spectroscopy (NOESY) spectra in water. Interestingly, the preferred conformations of the neutral and zwitterionic Leu-Enk are new folded structures not predicted by earlier computational studies. According to the refined model of the zwitterionic Leu-Enk bound to δ-opioid receptor (δOR), there were favorable interactions of the terminal charged groups of Leu-Enk with the side chains of charged residues of δOR as well as a favorable CAryl···H interaction of the Phe4 residue of Leu-Enk with Trp284 of δOR. Hence, these favorable interactions would induce the folded structure of the zwitterionic Leu-Enk with double β-bends isolated in water into the "bioactive conformation" like an extended structure when binding to δOR.
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Affiliation(s)
- Hae Sook Park
- Department
of Nursing, Cheju Halla University, 38 Halladaehak-ro, Jeju, Jeju-do 63092, Republic of Korea
| | - Byung Jin Byun
- Drug
Discovery Center, JW Pharmaceutical Co.
Ltd., 2477 Nambusunhwan-ro, Seocho-gu, Seoul 06725, Republic
of Korea
| | - Young Kee Kang
- Department
of Chemistry, Chungbuk National University, 1 Chungdae-ro,
Seowon-gu, Cheongju, Chungbuk 28644, Republic of Korea
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2
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Durell SR, Ben-Naim A. Temperature Dependence of Hydrophobic and Hydrophilic Forces and Interactions. J Phys Chem B 2021; 125:13137-13146. [PMID: 34850632 DOI: 10.1021/acs.jpcb.1c07802] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/29/2022]
Abstract
Molecular dynamics simulations are used to compare the forces and Gibbs free energies associated with bringing small hydrophobic and hydrophilic solutes together in an aqueous solution at different temperatures between 280 and 360 °K. For the hydrophilic solutes, different relative orientations are used to distinguish between direct, intersolute hydrogen bonds (Hbond) and solutes simultaneously hydrogen bonding to a solvent water bridge. Interestingly, the temperature dependence of the hydrophobic and directly hydrogen bonding solutes turns out to be opposite to that of the bridged hydrophilic solutes, with the ΔG becoming more negative for the former and less negative for the latter with increasing temperature. Dissection of the free energy curves into enthalpy and entropy contributions, and further separation of the enthalpy term into solute-solute, solute-solvent, and solvent-solvent components provides insight into the physical molecular causes for the distinctive thermodynamic results. Finally, it is reasoned how the opposite temperature dependencies of the two types of hydrophilic interactions provide a rationale for the cold denaturation of proteins.
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Affiliation(s)
- Stewart R Durell
- Laboratory of Cell Biology, National Cancer Institute; National Institutes of Health, Bethesda, Maryland 20892, United States
| | - Arieh Ben-Naim
- Department of Physical Chemistry, The Hebrew University of Jerusalem, Edmond J. Safra Campus Givat Ram, Jerusalem 91904, Israel
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3
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Larocca M, Floresta G, Cilibrizzi A. Principles that rule the calculation of dihedral angles in secondary structures: the cases of an α-helix and a β-sheet. J Mol Struct 2021. [DOI: 10.1016/j.molstruc.2020.129802] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/22/2022]
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4
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Computational insights into the role of α-strand/sheet in aggregation of α-synuclein. Sci Rep 2019; 9:59. [PMID: 30635607 PMCID: PMC6329781 DOI: 10.1038/s41598-018-37276-1] [Citation(s) in RCA: 26] [Impact Index Per Article: 5.2] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/28/2018] [Accepted: 12/05/2018] [Indexed: 01/03/2023] Open
Abstract
The α-synuclein is a major component of amyloid fibrils found in Lewy bodies, the characteristic intracellular proteinaceous deposits which are pathological hallmarks of neurodegenerative diseases such as Parkinson’s disease (PD) and dementia. It is an intrinsically disordered protein that may undergo dramatic structural changes to form amyloid fibrils. Aggregation process from α-synuclein monomers to amyloid fibrils through oligomeric intermediates is considered as the disease-causative toxic mechanism. However, mechanism underlying aggregation is not well-known despite several attempts. To characterize the mechanism, we have explored the effects of pH and temperature on the structural properties of wild-type and mutant α-synuclein using molecular dynamics (MD) simulation technique. MD studies suggested that amyloid fibrils can grow by monomer. Conformational transformation of the natively unfolded protein into partially folded intermediate could be accountable for aggregation and fibrillation. An intermediate α-strand was observed in the hydrophobic non-amyloid-β component (NAC) region of α-synuclein that could proceed to α-sheet and initiate early assembly events. Water network around the intermediate was analyzed to determine its influence on the α-strand structure. Findings of this study provide novel insights into possible mechanism of α-synuclein aggregation and promising neuroprotective strategy that could aid alleviate PD and its symptoms.
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Durell SR, Ben-Naim A. Hydrophobic-hydrophilic forces in protein folding. Biopolymers 2018; 107. [PMID: 28387920 DOI: 10.1002/bip.23020] [Citation(s) in RCA: 31] [Impact Index Per Article: 5.2] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/01/2016] [Revised: 03/24/2017] [Accepted: 03/30/2017] [Indexed: 11/11/2022]
Abstract
The process of protein folding is obviously driven by forces exerted on the atoms of the amino-acid chain. These forces arise from interactions with other parts of the protein itself (direct forces), as well as from interactions with the solvent (solvent-induced forces). We present a statistical-mechanical formalism that describes both these direct and indirect, solvent-induced thermodynamic forces on groups of the protein. We focus on 2 kinds of protein groups, commonly referred to as hydrophobic and hydrophilic. Analysis of this result leads to the conclusion that the forces on hydrophilic groups are in general stronger than on hydrophobic groups. This is then tested and verified by a series of molecular dynamics simulations, examining both hydrophobic alkanes of different sizes and hydrophilic moieties represented by polar-neutral hydroxyl groups. The magnitude of the force on assemblies of hydrophilic groups is dependent on their relative orientation: with 2 to 4 times larger forces on groups that are able to form one or more direct hydrogen bonds.
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Affiliation(s)
- Stewart R Durell
- Laboratory of Cell Biology, National Cancer Institute; National Institutes of Health, Bethesda, Maryland, 20892
| | - Arieh Ben-Naim
- Department of Physical Chemistry, The Hebrew University of Jerusalem, Jerusalem, 91904, Israel
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6
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Banerjee R, Cukier RI. Transition Paths of Met-Enkephalin from Markov State Modeling of a Molecular Dynamics Trajectory. J Phys Chem B 2014; 118:2883-95. [DOI: 10.1021/jp412130d] [Citation(s) in RCA: 5] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/27/2023]
Affiliation(s)
- Rahul Banerjee
- Department of Chemistry, Michigan State University, East Lansing, Michigan 48824, United States
| | - Robert I. Cukier
- Department of Chemistry, Michigan State University, East Lansing, Michigan 48824, United States
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7
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Secondary structure, a missing component of sequence-based minimotif definitions. PLoS One 2012; 7:e49957. [PMID: 23236358 PMCID: PMC3517595 DOI: 10.1371/journal.pone.0049957] [Citation(s) in RCA: 7] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/23/2012] [Accepted: 10/15/2012] [Indexed: 12/27/2022] Open
Abstract
Minimotifs are short contiguous segments of proteins that have a known biological function. The hundreds of thousands of minimotifs discovered thus far are an important part of the theoretical understanding of the specificity of protein-protein interactions, posttranslational modifications, and signal transduction that occur in cells. However, a longstanding problem is that the different abstractions of the sequence definitions do not accurately capture the specificity, despite decades of effort by many labs. We present evidence that structure is an essential component of minimotif specificity, yet is not used in minimotif definitions. Our analysis of several known minimotifs as case studies, analysis of occurrences of minimotifs in structured and disordered regions of proteins, and review of the literature support a new model for minimotif definitions that includes sequence, structure, and function.
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8
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Kaur H, Sasidhar YU. For the Sequence YKGQ, the Turn and Extended Conformational Forms Are Separated by Small Barriers and the Turn Propensity Persists Even at High Temperatures: Implications for Protein Folding. J Phys Chem B 2012; 116:3850-60. [DOI: 10.1021/jp210227s] [Citation(s) in RCA: 12] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 02/02/2023]
Affiliation(s)
- Harpreet Kaur
- Department of Chemistry, Indian Institute of Technology Bombay, Powai, Mumbai 400 076, India
| | - Yellamraju U. Sasidhar
- Department of Chemistry, Indian Institute of Technology Bombay, Powai, Mumbai 400 076, India
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9
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Torrance GM, Leader DP, Gilbert DR, Milner-White EJ. A novel main chain motif in proteins bridged by cationic groups: the niche. J Mol Biol 2008; 385:1076-86. [PMID: 19038265 DOI: 10.1016/j.jmb.2008.11.007] [Citation(s) in RCA: 23] [Impact Index Per Article: 1.4] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/28/2008] [Revised: 11/05/2008] [Accepted: 11/07/2008] [Indexed: 12/25/2022]
Abstract
We have surveyed the bridging of pairs of main chain carbonyl oxygens by cations or by delta(+) hydrogens within hydrogen bonding groups. A three to four residue motif, which we call the niche, with characteristic phi,psi angles, is by far the commonest feature with this property. The niche accommodates atoms or groups that offer delta(+) charges, including water molecules or metal ions, as well as amines, guanidines, and other NH(2) groups. Seven percent of all residues in an average soluble protein belong to a niche; another 7% have the niche conformation but no obvious bridging delta(+) group. Fifty-five percent of niches occur either following a type 1 beta-turn or at the C-termini of alpha-helices, and niches turn out to be the most common C-terminal features of alpha-helices: 39% of alpha-helical C-termini are niches, whereas 34% are Schellman loops. 3(10) helices also frequently terminate in niches. Niches that bind K(+), Na(+) or Ca(2+) occur in some functional contexts: in the cyclic peptides valinomycin and antamanide; in several enzymes that are allosterically activated by Na(+) or K(+); and in the calcium pump, where a niche is integrally involved in the ion transport.
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Affiliation(s)
- Gilleain M Torrance
- Institute of Biomedical and Life Sciences, University of Glasgow, Glasgow, G12 8QQ, UK
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10
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Su L, Cukier RI. Hamiltonian and Distance Replica Exchange Method Studies of Met-Enkephalin. J Phys Chem B 2007; 111:12310-21. [DOI: 10.1021/jp073314i] [Citation(s) in RCA: 18] [Impact Index Per Article: 1.1] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/28/2022]
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11
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Wang YC, Wu YC, Yeh CC, Hwang CC. Structure-activity relationships of Leu-enkephalin analog with (4-carboxamido)phenylalanine substituted for tyrosine: A molecular dynamics study. Biopolymers 2007; 86:231-9. [PMID: 17377963 DOI: 10.1002/bip.20728] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.1] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/07/2022]
Abstract
Motivated by recent experimental work on Leu-Enkephalin modification with (4-Carboxamido)phenylalanine (Cpa), we perform MD simulations to study the structure-activity relationships of the [Cpa(1), Leu(5)]-enkephalin (Cpa-LE) for better understandings of the binding affinity in delta-selective opioid ligands. Recently, Tyr(1) substituted into Cpa(1) form was experimentally found to be the first example of an amino acid that acts as a surrogate for Tyr(1) in opioid peptide ligands, which challenges a long-standing belief that a phenolic residue is required for high affinity binding. Our simulations show the Cpa-LE structure in aqueous solution revealed that the occurrence of single-bend packed state can be stabilized by an intramolecular hydrogen bond from Leu(5)-NH to Gly(2)-CO (5-->2). In addition, an intramolecular sidechain to backbone hydrogen bond, i.e., hydrogen bond binding between the sidechain carbonyl CO group of the Cpa residue and backbone amide NH group of the Phe residue was examined. Furthermore, the hydration effects of carboxamido group (CONH(2)) for Cpa residue and 5-->2 hydrogen bond were calculated via the solute-solvent radial distribution functions g(alpha-beta) (r), providing direct evidence of strong hydrogen bond interactions. Our simulation results further reveal the chi(1) rotamers of the Cpa(1) and Phe(4) that show preferences for trans and gauche (-), respectively. Finally, we elucidate the probability distributions of two aromatic rings among the Cpa-LE, Leu-enkephalin, and delta pharmacophore model. The results show that modified the Tyr(1) to Cpa(1) can lead to increase the potency and selectivity for delta-opioid receptor (DOR), consistent with experimental findings.
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Affiliation(s)
- Yun-Che Wang
- Materials Program, Department of Civil Engineering, National Cheng Kung University, Tainan 70101, Taiwan
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12
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Fuchs PFJ, Bonvin AMJJ, Bochicchio B, Pepe A, Alix AJP, Tamburro AM. Kinetics and thermodynamics of type VIII beta-turn formation: a CD, NMR, and microsecond explicit molecular dynamics study of the GDNP tetrapeptide. Biophys J 2006; 90:2745-59. [PMID: 16443656 PMCID: PMC1414573 DOI: 10.1529/biophysj.105.074401] [Citation(s) in RCA: 39] [Impact Index Per Article: 2.2] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/12/2005] [Accepted: 01/12/2006] [Indexed: 11/18/2022] Open
Abstract
We report an experimental and theoretical study on type VIII beta-turn using a designed peptide of sequence GDNP. CD and NMR studies reveal that this peptide exists in equilibrium between type VIII beta-turn and extended conformations. Extensive MD simulations give a description of the free energy landscape of the peptide in which we retrieve the same two main conformations suggested by the experiments. The free energy difference between the two conformational states is very small and the transition between them occurs within a few kT at 300 K on a nanosecond timescale. The equilibrium is mainly driven by entropic contribution, which favors extended conformations over beta-turns. This confirms other theoretical studies showing that beta-turns are marginally stable in water solution because of the larger entropy of the extended state unless some stabilizing interactions exist. Our observations may be extended to any type of beta-turn and have important consequences for protein folding. A comparison of our MD and CD results also suggests a possible type VIII beta-turn CD signature indicated by one main band at 200 nm, close to that of random coil, and a fairly large shoulder at 220 nm. Last, our results clearly show that the XXXP motif can only fold into a type VIII beta-turn, which is consistent with its fairly strong propensity for this type of turn. This important finding may help for peptide design and is in line with recent studies on bioactive elastin peptides.
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Affiliation(s)
- Patrick F J Fuchs
- Equipe de Bioinformatique Génomique et Moléculaire, INSERM U726, Université Paris 7, 75251 Paris Cedex 05, France
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13
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Dynamic Complexity of Chaotic Transitions in High-Dimensional Classical Dynamics: Leu-Enkephalin Folding. ACTA ACUST UNITED AC 2006. [DOI: 10.1007/11875741_13] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.1] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register]
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14
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Krogmeier SL, Reddy DS, Vander Velde D, Lushington GH, Siahaan TJ, Middaugh CR, Borchardt RT, Topp EM. Deamidation of model β-turn cyclic peptides in the solid state. J Pharm Sci 2005; 94:2616-31. [PMID: 16258986 DOI: 10.1002/jps.20468] [Citation(s) in RCA: 10] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/09/2022]
Abstract
To investigate the importance of secondary structure on peptide deamidation in the solid state, two cyclic beta-turn peptides and their linear analogs were used as models of Asn residues in structured and unstructured domains, and incorporated into poly(vinyl pyrrolidone) (PVP)-based lyophilized solids. The secondary structure of the model peptides was determined in solution and the solid state using a combination of nuclear magnetic resonance (NMR) spectroscopy, circular dichroism (CD), and Fourier transform infrared (FTIR) spectroscopy. The model beta-turn cyclic peptides were found to be type II beta-turns while the linear analogs were determined to be predominantly unstructured. Quantitatively, the cyclic peptides consisted of approximately 80% beta-turn while the linear analogs contained only 30%-35% beta-turn. To characterize the solid environment, T(g), and moisture content of the solid-state formulations were determined. Accelerated stability studies were conducted in the solid state at 37 degrees C using formulations lyophilized from solutions at pH 8.8 (0.1 M borate buffer). The effect of matrix mobility on solid-state deamidation was investigated by altering the moisture content through variation of relative humidity or the addition of a plasticizer. Cyclic peptides degraded 1.2-8 times slower than the linear analogs under all of the conditions studied. The observed rate constants, however, for all of the peptides decreased dramatically (four orders of magnitude) in the glassy solids. This suggests the greater importance of matrix mobility in solid-state degradation. Molecular dynamics (MD) simulations were also performed to explore the low energy, preferred state of the peptides, and determine the structure around the beta-turn.
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Affiliation(s)
- Stephanie L Krogmeier
- Department of Pharmaceutical Chemistry, The University of Kansas, 2095 Constant Avenue Lawrence, Kansas, USA
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Smolin N, Oleinikova A, Brovchenko I, Geiger A, Winter R. Properties of Spanning Water Networks at Protein Surfaces. J Phys Chem B 2005; 109:10995-1005. [PMID: 16852340 DOI: 10.1021/jp050153e] [Citation(s) in RCA: 61] [Impact Index Per Article: 3.2] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/29/2022]
Abstract
The formation of a spanning two-dimensional hydrogen-bonded water network at the surface of proteins via a percolation transition enables their biological function. We show in detail how the spanning (percolating) water network appears at the surfaces of model hydrophilic spheres and at the surface of a single protein (lysozyme) molecule. We have found essential correlations of the linear extension, radius of gyration, and position of the center of mass of the largest water cluster with its size. The specific two-peak structure of the probability distribution of the largest cluster size allowed us to study various properties separately for spanning and nonspanning largest clusters. The radius of gyration of the spanning cluster always exceeds the radii of the spheres or the effective radius of the protein. Any spanning cluster envelops essentially more than half of the surface area. The temporal decay of the spanning networks shows a stretched exponential character. Their average lifetime at the percolation threshold is about the lifetime of a water-water hydrogen bond.
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Affiliation(s)
- Nikolai Smolin
- Physikalische Chemie, Universität Dortmund, Otto-Hahn-Strasse 6, Dortmund, D-44227, Germany
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