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Legge FS, Binger KJ, Griffin MDW, Howlett GJ, Scanlon D, Treutlein H, Yarovsky I. Effect of Oxidation and Mutation on the Conformational Dynamics and Fibril Assembly of Amyloidogenic Peptides Derived from Apolipoprotein C-II. J Phys Chem B 2009; 113:14006-14. [DOI: 10.1021/jp903842u] [Citation(s) in RCA: 14] [Impact Index Per Article: 0.9] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/29/2022]
Affiliation(s)
- F. S. Legge
- Applied Physics, School of Applied Sciences, RMIT University, Melbourne, VIC, Australia; Department of Biochemistry and Molecular Biology, Bio21 Molecular Science and Biotechnology Institute, The University of Melbourne, Parkville, VIC 3010, Australia; and Cytopia Research Pty. Ltd., Melbourne, VIC, Australia
| | - K. J. Binger
- Applied Physics, School of Applied Sciences, RMIT University, Melbourne, VIC, Australia; Department of Biochemistry and Molecular Biology, Bio21 Molecular Science and Biotechnology Institute, The University of Melbourne, Parkville, VIC 3010, Australia; and Cytopia Research Pty. Ltd., Melbourne, VIC, Australia
| | - M. D. W. Griffin
- Applied Physics, School of Applied Sciences, RMIT University, Melbourne, VIC, Australia; Department of Biochemistry and Molecular Biology, Bio21 Molecular Science and Biotechnology Institute, The University of Melbourne, Parkville, VIC 3010, Australia; and Cytopia Research Pty. Ltd., Melbourne, VIC, Australia
| | - G. J. Howlett
- Applied Physics, School of Applied Sciences, RMIT University, Melbourne, VIC, Australia; Department of Biochemistry and Molecular Biology, Bio21 Molecular Science and Biotechnology Institute, The University of Melbourne, Parkville, VIC 3010, Australia; and Cytopia Research Pty. Ltd., Melbourne, VIC, Australia
| | - D. Scanlon
- Applied Physics, School of Applied Sciences, RMIT University, Melbourne, VIC, Australia; Department of Biochemistry and Molecular Biology, Bio21 Molecular Science and Biotechnology Institute, The University of Melbourne, Parkville, VIC 3010, Australia; and Cytopia Research Pty. Ltd., Melbourne, VIC, Australia
| | - H. Treutlein
- Applied Physics, School of Applied Sciences, RMIT University, Melbourne, VIC, Australia; Department of Biochemistry and Molecular Biology, Bio21 Molecular Science and Biotechnology Institute, The University of Melbourne, Parkville, VIC 3010, Australia; and Cytopia Research Pty. Ltd., Melbourne, VIC, Australia
| | - I. Yarovsky
- Applied Physics, School of Applied Sciences, RMIT University, Melbourne, VIC, Australia; Department of Biochemistry and Molecular Biology, Bio21 Molecular Science and Biotechnology Institute, The University of Melbourne, Parkville, VIC 3010, Australia; and Cytopia Research Pty. Ltd., Melbourne, VIC, Australia
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Vasina EN, Paszek E, Nicolau DV, Nicolau DV. The BAD project: data mining, database and prediction of protein adsorption on surfaces. LAB ON A CHIP 2009; 9:891-900. [PMID: 19294299 DOI: 10.1039/b813475h] [Citation(s) in RCA: 27] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 05/27/2023]
Abstract
Protein adsorption at solid-liquid interfaces is critical to many applications, including biomaterials, protein microarrays and lab-on-a-chip devices. Despite this general interest, and a large amount of research in the last half a century, protein adsorption cannot be predicted with an engineering level, design-orientated accuracy. Here we describe a Biomolecular Adsorption Database (BAD), freely available online, which archives the published protein adsorption data. Piecewise linear regression with breakpoint applied to the data in the BAD suggests that the input variables to protein adsorption, i.e., protein concentration in solution; protein descriptors derived from primary structure (number of residues, global protein hydrophobicity and range of amino acid hydrophobicity, isoelectric point); surface descriptors (contact angle); and fluid environment descriptors (pH, ionic strength), correlate well with the output variable-the protein concentration on the surface. Furthermore, neural network analysis revealed that the size of the BAD makes it sufficiently representative, with a neural network-based predictive error of 5% or less. Interestingly, a consistently better fit is obtained if the BAD is divided in two separate sub-sets representing protein adsorption on hydrophilic and hydrophobic surfaces, respectively. Based on these findings, selected entries from the BAD have been used to construct neural network-based estimation routines, which predict the amount of adsorbed protein, the thickness of the adsorbed layer and the surface tension of the protein-covered surface. While the BAD is of general interest, the prediction of the thickness and the surface tension of the protein-covered layers are of particular relevance to the design of microfluidics devices.
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Affiliation(s)
- Elena N Vasina
- Department of Electrical Engineering & Electronics, The University of Liverpool, Liverpool, L69 3GJ, UK
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Legge FS, Treutlein H, Howlett GJ, Yarovsky I. Molecular dynamics simulations of a fibrillogenic peptide derived from apolipoprotein C-II. Biophys Chem 2007; 130:102-13. [PMID: 17825978 DOI: 10.1016/j.bpc.2007.08.002] [Citation(s) in RCA: 18] [Impact Index Per Article: 1.1] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/06/2007] [Revised: 08/03/2007] [Accepted: 08/03/2007] [Indexed: 01/17/2023]
Abstract
The pathway to amyloid fibril formation in proteins involves specific structural changes leading to the combination of misfolded intermediates into oligomeric assemblies. Recent NMR studies showed the presence of "turns" in amyloid peptides, indicating that turn formation may play an important role in the nucleation of the intramolecular folding and possible assembly of amyloid. Fully solvated all-atom molecular dynamics simulations were used to study the structure and dynamics of the apolipoprotein C-II peptide 56 to 76, associated with the formation of amyloid fibrils. The peptide populated an ensemble of turn structures, stabilized by hydrogen bonds and hydrophobic interactions enabling the formation of a strong hydrophobic core which may provide the conditions required to initiate aggregation. Two competing mechanisms discussed in the literature were observed. This has implications in understanding the mechanism of amyloid formation in not only apoC-II and its fragments, but also in other amyloidogenic peptides.
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Affiliation(s)
- F Sue Legge
- Applied Physics, School of Applied Sciences, RMIT University, GPO Box 2476V Melbourne, Victoria, 3001, Australia
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Budi A, Legge FS, Treutlein H, Yarovsky I. Electric field effects on insulin chain-B conformation. J Phys Chem B 2007; 109:22641-8. [PMID: 16853947 DOI: 10.1021/jp052742q] [Citation(s) in RCA: 80] [Impact Index Per Article: 4.7] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/28/2022]
Abstract
The response of proteins to different forms of stress continues to be a topic of major interest, especially with the proliferation of electromagnetic devices conjectured to have detrimental effects on human health. In this paper, we have performed molecular dynamics simulations on insulin chain-B under the influence of both static and oscillating electric fields, ranging from 10(7) to 10(9) V/m. We have found that both variants have an effect on the normal behavior of the protein, with oscillating fields being more disruptive to the structure as compared to static fields of similar effective strength. The application of a static field had a stabilizing effect on the secondary structure, restricting the inherent flexibility that is crucial for insulin's biological activity.
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Affiliation(s)
- Akin Budi
- Applied Physics, School of Applied Sciences, RMIT University, GPO Box 2476V, Melbourne, Victoria, 3001, Australia
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Legge FS, Budi A, Treutlein H, Yarovsky I. Protein flexibility: multiple molecular dynamics simulations of insulin chain B. Biophys Chem 2005; 119:146-57. [PMID: 16129550 DOI: 10.1016/j.bpc.2005.08.002] [Citation(s) in RCA: 50] [Impact Index Per Article: 2.6] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/12/2005] [Revised: 08/03/2005] [Accepted: 08/03/2005] [Indexed: 11/15/2022]
Abstract
Multiple molecular dynamics simulations totaling more than 100 ns were performed on chain B of insulin in explicit solvent at 300 K and 400 K. Despite some individual variations, a comparison of the protein dynamics of each simulation showed similar trends and most structures were consistent with NMR experimental values, even at the elevated temperature. The importance of packing interactions in determining the conformational transitions of the protein was observed, sometimes resulting in conformations induced by localized hydrophobic interactions. The high temperature simulation generated a more diverse range of structures with similar elements of secondary structure and populated conformations to the simulations at room temperature. A broad sampling of the conformational space of insulin chain B illustrated a wide range of conformational states with many transitions at room temperature in addition to the conformational states observed experimentally. The T-state conformation associated with insulin activity was consistently present and a possible mechanism of behavior was suggested.
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Affiliation(s)
- F S Legge
- Applied Physics, School of Applied Sciences, RMIT University, GPO Box 2476V, Melbourne, Victoria 3001, Australia
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Villarreal M, Montich G. Energetic and entropic contributions to the interactions between like-charged groups in cationic peptides: A molecular dynamics simulation study. Protein Sci 2002; 11:2001-9. [PMID: 12142454 PMCID: PMC2373690 DOI: 10.1110/ps.0203002] [Citation(s) in RCA: 11] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/24/2002] [Revised: 05/17/2002] [Accepted: 05/17/2002] [Indexed: 10/27/2022]
Abstract
The interaction between like-charged amino acid residues has been proposed to stabilize the folded state of peptides and proteins, and to modulate the substrate binding and the action mechanism of enzymes. We have used an alanine- and lysine-based peptide as a model system to study the interaction between like charges, and we have performed a 16-nsec molecular dynamics simulation in solution. The calculated potential of mean force for the approach of the lysine's Nzeta atoms showed a minimum at a distance of 0.7 nm, in agreement with the separation probabilities obtained from analysis of protein crystal structures. The analysis of the individual energy components showed that the solvent polarization pays for the approach of the like charges and that the van der Waals energies do not contribute significantly. The entropic contributions have been divided in conformational and desolvation terms. Both terms favor the formation of the charge pair. A 10-fold increase in counterion concentration was observed-with respect to its bulk concentration-next to the peptide charges, which helps to stabilize the peptide charges at a close distance.
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Affiliation(s)
- Marcos Villarreal
- Centro de Investigaciones en Química Biológica de Córdoba - CIQUIBIC, Departamento de Química Biológica, Facultad de Ciencias Químicas, Universidad Nacional de Córdoba, Pabellón Argentina, Ciudad Universitaria, 5000 Córdoba, Argentina
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