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Cai X, Han W. Development of a Hybrid-Resolution Force Field for Peptide Self-Assembly Simulations: Optimizing Peptide-Peptide and Peptide-Solvent Interactions. J Chem Inf Model 2022; 62:2744-2760. [PMID: 35561002 DOI: 10.1021/acs.jcim.2c00066] [Citation(s) in RCA: 6] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/28/2022]
Abstract
Atomic descriptions of peptide self-assembly are crucial to an understanding of disease-related peptide aggregation and the design of peptide-assembled materials. Obtaining these descriptions through computer simulation is challenging because current force fields, which were not designed for this process and are often unable to describe correctly peptide self-assembly behavior and the sequence dependence. Here, we developed a framework using dipeptide aggregation as a model system to improve force fields for simulations of self-assembly. Aggregation-related structural properties were designed and used to guide the optimization of peptide-peptide and peptide-solvent interactions. With this framework, we developed a self-assembly force field, termed PACE-ASM, by reoptimizing a hybrid-resolution force field that was originally developed for folding simulation. With its applicability in folding simulations, the new PACE was used to simulate the self-assembly of two disease-related short peptides, Aβ16-21 and PHF6, into β-sheet-rich cross-β amyloids. These simulations reproduced the crystal structures of Aβ16-21 and PHF6 amyloids at near-atomic resolution and captured the difference in packing orientations between the two sequences, a task which is challenging even with all-atom force fields. Apart from cross-β amyloids, the self-assembly of emerging helix-rich cross-α amyloids by another peptide PSMα3 can also be correctly described with the new PACE, manifesting the versatility of the force field. We demonstrated that the ability of the PACE-ASM to model peptide self-assembly is based largely on its improved description of peptide-peptide and peptide-solvent interactions. This was achieved with our optimization framework that can readily identify and address the deficiency in describing these interactions.
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Affiliation(s)
- Xiang Cai
- State Key Laboratory of Chemical Oncogenomics, Guangdong Provincial Key Laboratory of Chemical Genomics, School of Chemical Biology and Biotechnology, Peking University Shenzhen Graduate School, Shenzhen 518055, China
| | - Wei Han
- State Key Laboratory of Chemical Oncogenomics, Guangdong Provincial Key Laboratory of Chemical Genomics, School of Chemical Biology and Biotechnology, Peking University Shenzhen Graduate School, Shenzhen 518055, China.,Institute of Chemical Biology, Shenzhen Bay Laboratory, Shenzhen 518132, China
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2
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Hiejima T, Kaneko J. Spiral Configuration of Nitroxide Radicals Along the Polypeptide Helix and Their Magnetic Properties. Macromolecules 2013. [DOI: 10.1021/ma302256c] [Citation(s) in RCA: 5] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/28/2022]
Affiliation(s)
- Toshihiro Hiejima
- Department of Life Science and Sustainable
Chemistry, Tokyo Polytechnic University, 1583 Iiyama, Kanagawa
243-0297, Japan
| | - Junpei Kaneko
- Department of Life Science and Sustainable
Chemistry, Tokyo Polytechnic University, 1583 Iiyama, Kanagawa
243-0297, Japan
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3
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Optimizing the refolding conditions of self-assembling polypeptide nanoparticles that serve as repetitive antigen display systems. J Struct Biol 2011; 177:168-76. [PMID: 22115997 PMCID: PMC7118850 DOI: 10.1016/j.jsb.2011.11.011] [Citation(s) in RCA: 28] [Impact Index Per Article: 2.2] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/25/2011] [Revised: 11/07/2011] [Accepted: 11/08/2011] [Indexed: 12/18/2022]
Abstract
Nanoparticles show great promise as potent vaccine candidates since they are readily taken up by the antigen presenting cells of the immune system. The particle size and the density of the B cell epitopes on the surface of the particles greatly influences the strength of the humoral immune response. We have developed a novel type of nanoparticle composed of peptide building blocks (Raman et al., 2006) and have used such particles to design vaccines against malaria and SARS (Kaba et al., 2009, Pimentel et al., 2009). Here we investigate the biophysical properties and the refolding conditions of a prototype of these self-assembling polypeptide nanoparticles (SAPNs). SAPNs are formed from a peptide containing a pentameric and a trimeric coiled-coil domain. At near physiological conditions the peptide self-assembles into about 27 nm, roughly spherical SAPNs. The average size of the SAPNs increases with the salt concentration. The optimal pH for their formation is between 7.5 and 8.5, while aggregation occurs at lower and higher values. A glycerol concentration of about 5% v/v is required for the formation of SAPNs with regular spherical shapes. These studies will help to optimize the immunological properties of SAPNs.
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Viguier B, Zór K, Kasotakis E, Mitraki A, Clausen CH, Svendsen WE, Castillo-León J. Development of an electrochemical metal-ion biosensor using self-assembled peptide nanofibrils. ACS APPLIED MATERIALS & INTERFACES 2011; 3:1594-1600. [PMID: 21443268 DOI: 10.1021/am200149h] [Citation(s) in RCA: 34] [Impact Index Per Article: 2.6] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 05/30/2023]
Abstract
This article describes the combination of self-assembled peptide nanofibrils with metal electrodes for the development of an electrochemical metal-ion biosensor. The biological nanofibrils were immobilized on gold electrodes and used as biorecognition elements for the complexation with copper ions. These nanofibrils were obtained under aqueous conditions, at room temperature and outside the clean room. The functionalized gold electrode was evaluated by cyclic voltammetry, impedance spectroscopy, energy dispersive X-ray and atomic force microscopy. The obtained results displayed a layer of nanofibrils able to complex with copper ions in solution. The response of the obtained biosensor was linear up to 50 μM copper and presented a sensitivity of 0.68 μA cm⁻² μM⁻¹. Moreover, the fabricated sensor could be regenerated to a copper-free state allowing its reutilization.
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Affiliation(s)
- Bruno Viguier
- Department of Biotechnology, Lund University, Getingevagen 60, P.O. Box 124, S-22100 Lund, Sweden
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Pal P, Mahato M, Kamilya T, Tah B, Sarkar R, Talapatra GB. Fibrillation of Egg White Ovalbumin: A Pathway via Biomineralization. J Phys Chem B 2011; 115:4259-65. [DOI: 10.1021/jp200607x] [Citation(s) in RCA: 22] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/28/2022]
Affiliation(s)
- Prabir Pal
- Department of Spectroscopy, Indian Association for the Cultivation of Science, Jadavpur, Kolkata-700 032, India
| | - Mrityunjoy Mahato
- Department of Spectroscopy, Indian Association for the Cultivation of Science, Jadavpur, Kolkata-700 032, India
| | | | - Bidisha Tah
- Department of Spectroscopy, Indian Association for the Cultivation of Science, Jadavpur, Kolkata-700 032, India
| | | | - G. B. Talapatra
- Department of Spectroscopy, Indian Association for the Cultivation of Science, Jadavpur, Kolkata-700 032, India
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Nygren P, Lundqvist M, Liedberg B, Jonsson BH, Ederth T. Secondary structure in de novo designed peptides induced by electrostatic interaction with a lipid bilayer membrane. LANGMUIR : THE ACS JOURNAL OF SURFACES AND COLLOIDS 2010; 26:6437-6448. [PMID: 20349970 DOI: 10.1021/la100027n] [Citation(s) in RCA: 10] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 05/29/2023]
Abstract
We show that it is possible to induce a defined secondary structure in de novo designed peptides upon electrostatic attachment to negatively charged lipid bilayer vesicles without partitioning of the peptides into the membrane, and that the secondary structure can be varied via small changes in the primary amino acid sequence of the peptides. The peptides have a random-coil conformation in solution, and results from far-UV circular dichroism spectroscopy demonstrate that the structure induced by the interaction with silica nanoparticles is solely alpha-helical and also strongly pH-dependent. The present study shows that negatively charged vesicles, to which the peptides are electrostatically adsorbed via cationic amino acid residues, induce either alpha-helices or beta-sheets and that the conformation is dependent on both lipid composition and variations in peptide primary structure. The pH-dependence of the vesicle-induced peptide secondary structure is weak, which correlates well with small differences in the vesicles' electrophoretic mobility, and thus the surface charge, as the pH is varied.
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Affiliation(s)
- Patrik Nygren
- Division of Molecular Physics, IFM, Department of Physics, Chemistry and Biology, Linköping University, SE-581 83 Linköping, Sweden
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Zanuy D, Ballano G, Jiménez AI, Casanovas J, Haspel N, Cativiela C, Curcó D, Nussinov R, Alemán C. Protein segments with conformationally restricted amino acids can control supramolecular organization at the nanoscale. J Chem Inf Model 2009; 49:1623-9. [PMID: 19548653 DOI: 10.1021/ci9001487] [Citation(s) in RCA: 10] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/25/2023]
Affiliation(s)
- David Zanuy
- Departament d'Enginyeria Química, E. T. S. d'Enginyeria Industrial de Barcelona, Universitat Politècnica de Catalunya, Diagonal 647, Barcelona E-08028, Spain.
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Sussman F, Villaverde MC, Estévez JC, Estévez RJ. Searching the Conformational Space of Cyclic β-Amino Acid Peptides. J Phys Chem B 2009; 113:9669-80. [DOI: 10.1021/jp811321n] [Citation(s) in RCA: 6] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/29/2022]
Affiliation(s)
- Fredy Sussman
- Departamento de Química Orgánica, Facultad de Química, Universidad de Santiago de Compostela, 15782 Santiago de Compostela, Spain
| | - M. Carmen Villaverde
- Departamento de Química Orgánica, Facultad de Química, Universidad de Santiago de Compostela, 15782 Santiago de Compostela, Spain
| | - Juan Carlos Estévez
- Departamento de Química Orgánica, Facultad de Química, Universidad de Santiago de Compostela, 15782 Santiago de Compostela, Spain
| | - Ramón J. Estévez
- Departamento de Química Orgánica, Facultad de Química, Universidad de Santiago de Compostela, 15782 Santiago de Compostela, Spain
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Emekli U, Gunasekaran K, Nussinov R, Haliloglu T. What can we learn from highly connected beta-rich structures for structural interface design? METHODS IN MOLECULAR BIOLOGY (CLIFTON, N.J.) 2008; 474:235-53. [PMID: 19031068 DOI: 10.1007/978-1-59745-480-3_12] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.1] [Reference Citation Analysis] [Abstract] [Subscribe] [Scholar Register] [Indexed: 11/25/2022]
Abstract
Most hubs' binding sites are able to transiently interact with numerous proteins. We focus on beta-rich hubs with the goal of inferring features toward design. Since they are able to interact with many partners and association of beta-conformations may lead to amyloid fibrils, we ask whether there is some property that distinguishes them from low-connectivity beta-rich proteins, which may be more interaction specific. Identification of such features should be useful as they can be incorporated in interface design while avoiding polymerization into fibrils. We classify the proteins in the yeast interaction map according to the types of their secondary structures. The small number of the obtained beta-rich protein structures in the Protein Data Bank likely reflects their low occurrence in the proteome. Analysis of the obtained structures indicates that highly connected beta-rich proteins tend to have clusters of conserved residues in their cores, unlike beta-rich structures with low connectivity, suggesting that the highly packed conserved cores are important to the stability of proteins, which have residue composition and sequence prone to beta-structure and amyloid formation. The enhanced stability may hinder partial unfolding, which, depending on the conditions, is more likely to lead to polymerization of these sequences.
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Affiliation(s)
- Ugur Emekli
- Polymer Research Center and Chemical Engineering Department, Bogaziçi University, Istanbul, Turkey
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Yang M, Cui G, Zhao M, Wang C, Wang L, Liu H, Peng S. The effect of complexation of Cu(II) with P6A peptide and its analogs on their thrombolytic activities. Int J Pharm 2008; 362:81-7. [DOI: 10.1016/j.ijpharm.2008.06.014] [Citation(s) in RCA: 7] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/11/2008] [Revised: 06/16/2008] [Accepted: 06/16/2008] [Indexed: 11/16/2022]
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Ren X, Cui G, Zhao M, Wang C, Peng S. Coordination of Thrombolytic Pro-Ala-Lys peptides with Cu (II): Leading to Nanoscale Self-assembly, Increase of Thrombolytic Activity and Additional Vasodilation. J Phys Chem B 2008; 112:8174-80. [DOI: 10.1021/jp800645g] [Citation(s) in RCA: 7] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/28/2022]
Affiliation(s)
- Xue Ren
- College of Pharmaceutical Sciences, Peking University, Beijing 100083, P.R. China, and College of Pharmaceutical Sciences, Capital Medical University, Beijing 100069, P.R. China
| | - Guohui Cui
- College of Pharmaceutical Sciences, Peking University, Beijing 100083, P.R. China, and College of Pharmaceutical Sciences, Capital Medical University, Beijing 100069, P.R. China
| | - Ming Zhao
- College of Pharmaceutical Sciences, Peking University, Beijing 100083, P.R. China, and College of Pharmaceutical Sciences, Capital Medical University, Beijing 100069, P.R. China
| | - Chao Wang
- College of Pharmaceutical Sciences, Peking University, Beijing 100083, P.R. China, and College of Pharmaceutical Sciences, Capital Medical University, Beijing 100069, P.R. China
| | - Shiqi Peng
- College of Pharmaceutical Sciences, Peking University, Beijing 100083, P.R. China, and College of Pharmaceutical Sciences, Capital Medical University, Beijing 100069, P.R. China
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Chen Y, Cui G, Zhao M, Wang C, Qian K, Morris-Natschke S, Lee KH, Peng S. Synthesis, nano-scale assembly, and in vivo anti-thrombotic activity of novel short peptides containing L-Arg and L-Asp or L-Glu. Bioorg Med Chem 2008; 16:5914-25. [PMID: 18495483 DOI: 10.1016/j.bmc.2008.04.064] [Citation(s) in RCA: 14] [Impact Index Per Article: 0.9] [Reference Citation Analysis] [Abstract] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/16/2007] [Revised: 04/24/2008] [Accepted: 04/24/2008] [Indexed: 01/30/2023]
Abstract
Two tripeptides H-Asp(Arg)-Arg (3a) and H-Glu(Arg)-Arg (3b), four pentapeptides H-Asp(Arg-Asp)-Arg-Asp (6a), H-Glu(Arg-Asp)-Arg-Asp (6b), H-Asp(Asp- Arg)-Asp-Arg (10a), and H-Glu(Asp-Arg)-Asp-Arg (10b), and their Cu(II)-peptide complexes Cu(II)-Asp(Arg)-Arg [3a-Cu(II)], Cu(II)-Glu(Arg)-Arg [3b-Cu(II)], Cu(II)-Asp(Arg-Asp)-Arg-Asp [6a-Cu(II)], Cu(II)-Glu(Arg-Asp)-Arg-Asp [6b-Cu(II)], Cu(II)-Asp(Asp-Arg)-Asp-Arg [10a-Cu(II)], and Cu(II)-Glu(Asp-Arg)-Asp-Arg [10b-Cu(II)] were designed and synthesized. Their self-assembling properties and in vivo anti-thrombotic activities were investigated. In normal saline (NS), the Cu(II)-peptide complexes assembled into stable nano-particles surrounded by negative charges (-4.102 to -9.825mV), with diameters ranging from 212.1+/-4.0 to 632.4+/-36.7nm. TEM analysis exhibited that the compounds remained as nano-globes in the solid state, with diameters ranging from 15 to 20nm. In an in vivo anti-thrombotic assay, peptides (3,6,10)a,b at 5micromol/kg reduced the thrombus weights of a rat model by 15-40%. Aspirin, a widely used anti-thrombotic drug, achieved comparable activity in this model system at a dosage of ca. 110micromol/kg. The required dosage of Cu(II)-peptide complexes [(3,6,10)a,b]-Cu(II), which assemble into stable nano-particles, was significantly reduced to 0.05micromol/kg. Therefore, the anti-thrombotic activity of the nano-particles [(3,6,10)a,b]-Cu(II) increased dramatically by 100-fold over that of the corresponding peptides.
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Affiliation(s)
- Yu Chen
- College of Pharmaceutical Sciences, Peking University, Beijing 100083, PR China
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13
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Ghosh S, Verma S. Templated Growth of Hybrid Structures at the Peptide–Peptide Interface. Chemistry 2008; 14:1415-9. [DOI: 10.1002/chem.200701736] [Citation(s) in RCA: 18] [Impact Index Per Article: 1.1] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/10/2022]
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14
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Boldyreva EV. High-pressure diffraction studies of molecular organic solids. A personal view. Acta Crystallogr A 2007; 64:218-31. [DOI: 10.1107/s0108767307065786] [Citation(s) in RCA: 146] [Impact Index Per Article: 8.6] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/17/2007] [Accepted: 12/05/2007] [Indexed: 11/10/2022] Open
Abstract
This paper discusses the trends in the experimental studies of molecular organic solids at high pressures by diffraction techniques. Crystallization of liquids, crystallization from solutions and solid-state transformations are considered. Special attention is paid to the high-pressure studies of pharmaceuticals and of biomimetics.
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15
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Ghosh S, Verma S. Metalated peptide fibers derived from a natural metal-binding peptide motif. Tetrahedron Lett 2007. [DOI: 10.1016/j.tetlet.2007.01.089] [Citation(s) in RCA: 11] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/27/2022]
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