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Man VH, He X, Nguyen PH, Sagui C, Roland C, Xie XQ, Wang J. Unpolarized laser method for infrared spectrum calculation of amide I CO bonds in proteins using molecular dynamics simulation. Comput Biol Med 2023; 159:106902. [PMID: 37086661 PMCID: PMC10186340 DOI: 10.1016/j.compbiomed.2023.106902] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/06/2022] [Revised: 03/07/2023] [Accepted: 04/09/2023] [Indexed: 04/24/2023]
Abstract
The investigation of the strong infrared (IR)-active amide I modes of peptides and proteins has received considerable attention because a wealth of detailed information on hydrogen bonding, dipole-dipole interactions, and the conformations of the peptide backbone can be derived from the amide I bands. The interpretation of experimental spectra typically requires substantial theoretical support, such as direct ab-initio molecular dynamics simulation or mixed quantum-classical description. However, considering the difficulties associated with these theoretical methods and their applications are limited in small peptides, it is highly desirable to develop a simple yet efficient approach for simulating the amide I modes of any large proteins in solution. In this work, we proposed a comprehensive computational method that extends the well-established molecular dynamics (MD) simulation method to include an unpolarized IR laser for exciting the CO bonds of proteins. We showed the amide I frequency corresponding to the frequency of the laser pulse which resonated with the CO bond vibration. At this frequency, the protein energy and the CO bond length fluctuation were maximized. Overall, the amide I bands of various single proteins and amyloids agreed well with experimental data. The method has been implemented into the AMBER simulation package, making it widely available to the scientific community. Additionally, the application of the method to simulate the transient amide I bands of amyloid fibrils during the IR laser-induced disassembly process was discussed in details.
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Affiliation(s)
- Viet Hoang Man
- Department of Pharmaceutical Sciences and Computational Chemical Genomics Screening Center, School of Pharmacy, University of Pittsburgh, Pittsburgh, PA, 15261, USA.
| | - Xibing He
- Department of Pharmaceutical Sciences and Computational Chemical Genomics Screening Center, School of Pharmacy, University of Pittsburgh, Pittsburgh, PA, 15261, USA
| | - Phuong H Nguyen
- CNRS, Université Paris Cité, UPR9080, Laboratoire de Biochimie Théorique, Institut de Biologie Physico-Chimique, Fondation Edmond de Rothschild, 13 Rue Pierre et Marie Curie, 75005, Paris, France
| | - Celeste Sagui
- Department of Physics, North Carolina State University, Raleigh, NC, 27695-8202, USA
| | - Christopher Roland
- Department of Physics, North Carolina State University, Raleigh, NC, 27695-8202, USA
| | - Xiang-Qun Xie
- Department of Pharmaceutical Sciences and Computational Chemical Genomics Screening Center, School of Pharmacy, University of Pittsburgh, Pittsburgh, PA, 15261, USA
| | - Junmei Wang
- Department of Pharmaceutical Sciences and Computational Chemical Genomics Screening Center, School of Pharmacy, University of Pittsburgh, Pittsburgh, PA, 15261, USA.
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Pinto SMV, Tasinato N, Barone V, Zanetti-Polzi L, Daidone I. A computational insight into the relationship between side chain IR line shapes and local environment in fibril-like structures. J Chem Phys 2021; 154:084105. [PMID: 33639764 DOI: 10.1063/5.0038913] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/31/2022] Open
Abstract
Infrared spectroscopy is a widely used technique to characterize protein structures and protein mediated processes. While the amide I band provides information on proteins' secondary structure, amino acid side chains are used as infrared probes for the investigation of protein reactions and local properties. In this paper, we use a hybrid quantum mechanical/classical molecular dynamical approach based on the perturbed matrix method to compute the infrared band due to the C=O stretching mode of amide-containing side chains. We calculate, at first, the infrared band of zwitterionic glutamine in water and obtain results in very good agreement with the experimental data. Then, we compute the signal arising from glutamine side chains in a microcrystal of the yeast prion Sup35-derived peptide, GNNQQNY, with a fibrillar structure. The infrared bands obtained by selective isotopic labeling of the two glutamine residues, Q4 and Q5, of each peptide were experimentally used to investigate the local hydration in the fibrillar microcrystal. The experimental spectra of the two glutamine residues, which experience different hydration environments, feature different spectral signals that are well reproduced by the corresponding calculated spectra. In addition, the analysis of the simulated spectra clarifies the molecular origin of the experimentally observed spectroscopic differences that arise from the different local electric field experienced by the two glutamine residues, which is, in turn, determined by a different hydrogen bonding pattern.
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Affiliation(s)
- Sandra M V Pinto
- Scuola Normale Superiore, Piazza dei Cavalieri 7, I-56126 Pisa, Italy
| | - Nicola Tasinato
- Scuola Normale Superiore, Piazza dei Cavalieri 7, I-56126 Pisa, Italy
| | - Vincenzo Barone
- Scuola Normale Superiore, Piazza dei Cavalieri 7, I-56126 Pisa, Italy
| | | | - Isabella Daidone
- Department of Physical and Chemical Sciences, University of L'Aquila, Via Vetoio, I-67100 L'Aquila, Italy
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Davis CM, Zanetti-Polzi L, Gruebele M, Amadei A, Dyer RB, Daidone I. A quantitative connection of experimental and simulated folding landscapes by vibrational spectroscopy. Chem Sci 2018; 9:9002-9011. [PMID: 30647892 PMCID: PMC6301204 DOI: 10.1039/c8sc03786h] [Citation(s) in RCA: 16] [Impact Index Per Article: 2.7] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/24/2018] [Accepted: 10/02/2018] [Indexed: 11/23/2022] Open
Abstract
We break the barrier between simulation and experiment by comparing identical computed and experimental infrared observables.
For small molecule reaction kinetics, computed reaction coordinates often mimic experimentally measured observables quite accurately. Although nowadays simulated and measured biomolecule kinetics can be compared on the same time scale, a gap between computed and experimental observables remains. Here we directly compared temperature-jump experiments and molecular dynamics simulations of protein folding dynamics using the same observable: the time-dependent infrared spectrum. We first measured the stability and folding kinetics of the fastest-folding β-protein, the GTT35 WW domain, using its structurally specific infrared spectrum. The relaxation dynamics of the peptide backbone, β-sheets, turn, and random coil were measured independently by probing the amide I′ region at different frequencies. Next, the amide I′ spectra along folding/unfolding molecular dynamics trajectories were simulated by accurate mixed quantum/classical calculations. The simulated time dependence and spectral amplitudes at the exact experimental probe frequencies provided relaxation and folding rates in agreement with experimental observations. The calculations validated by experiment yield direct structural evidence for a rate-limiting reaction step where an intermediate state with either the first or second hairpin is formed. We show how folding switches from a more homogeneous (apparent two-state) process at high temperature to a more heterogeneous process at low temperature, where different parts of the WW domain fold at different rates.
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Affiliation(s)
- Caitlin M Davis
- Department of Chemistry and Department of Physics , University of Illinois at Urbana-Champaign , IL 61801 , USA.,Department of Chemistry , Emory University , Atlanta , GA 30322 , USA .
| | - Laura Zanetti-Polzi
- Department of Physical and Chemical Sciences , University of L'Aquila , 67010 L'Aquila , Italy .
| | - Martin Gruebele
- Department of Chemistry and Department of Physics , University of Illinois at Urbana-Champaign , IL 61801 , USA.,Center for Biophysics and Quantitative Biology , University of Illinois at Urbana-Champaign , IL 61801 , USA
| | - Andrea Amadei
- Department of Chemical and Technological Sciences , University of Rome "Tor Vergata" , 00133 Rome , Italy
| | - R Brian Dyer
- Department of Chemistry , Emory University , Atlanta , GA 30322 , USA .
| | - Isabella Daidone
- Department of Physical and Chemical Sciences , University of L'Aquila , 67010 L'Aquila , Italy .
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Zanetti-Polzi L, Del Galdo S, Daidone I, D'Abramo M, Barone V, Aschi M, Amadei A. Extending the perturbed matrix method beyond the dipolar approximation: comparison of different levels of theory. Phys Chem Chem Phys 2018; 20:24369-24378. [PMID: 30215645 DOI: 10.1039/c8cp04190c] [Citation(s) in RCA: 36] [Impact Index Per Article: 6.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/21/2022]
Abstract
Some years ago we developed a theoretical-computational hybrid quantum/classical methodology, the Perturbed Matrix Method (PMM), to be used in conjunction with molecular dynamics simulations for the investigation of chemical processes in complex systems, that proved to be a valuable tool for the simulation of relevant experimental observables, e.g., spectroscopic signals, reduction potentials, kinetic constants. In typical PMM calculations the quantum sub-part of the system, the quantum centre, is embedded into an external perturbing field providing a perturbation operator explicitly calculated up to the dipolar terms. In this paper we further develop the PMM approach, beyond the dipolar terms in the perturbation operator expansion, by including explicitly the quadrupolar terms and/or by expanding the perturbation operator on each atom of the quantum centre. These different levels of the perturbation operator expansion, providing different levels of theory, have been tested by calculating three different spectroscopic observables: the spectral signal of liquid water and aqueous benzene due to the lowest energy electronic excitation and the infrared amide I band of aqueous trans-N-methylacetamide. All the systems tested show that, even though the previous PMM level of theory is already capable of reproducing the main features of the spectral signal, the higher levels of theory improve the quantitative reproduction of the spectral details.
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Affiliation(s)
- Laura Zanetti-Polzi
- Dipartimento di Scienze Fisiche e Chimiche, University of L'Aquila, via Vetoio (Coppito 1), 67010 L'Aquila, Italy
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Hassan I, Donati L, Stensitzki T, Keller BG, Heyne K, Imhof P. The vibrational spectrum of the hydrated alanine-leucine peptide in the amide region from IR experiments and first principles calculations. Chem Phys Lett 2018. [DOI: 10.1016/j.cplett.2018.03.026] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/17/2022]
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Sychev SV, Sukhanov SV, Panteleev PV, Shenkarev ZO, Ovchinnikova TV. Marine antimicrobial peptide arenicin adopts a monomeric twisted β-hairpin structure and forms low conductivity pores in zwitterionic lipid bilayers. Biopolymers 2017; 110. [PMID: 29266227 DOI: 10.1002/bip.23093] [Citation(s) in RCA: 10] [Impact Index Per Article: 1.4] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/29/2017] [Revised: 11/18/2017] [Accepted: 12/01/2017] [Indexed: 01/07/2023]
Abstract
Arenicins are 21-residue β-hairpin antimicrobial peptides (AMPs) isolated from the marine lugworm Arenicola marina [Ovchinnikova et al., FEBS Lett. 2004;577:209-214]. The peptides have a high positive charge (+6) and display a broad spectrum of antimicrobial activities against bacteria and fungi. Arenicins adopt the monomeric highly twisted β-hairpin in water or planar β-structural dimers in anionic liposomes and detergent micelles. Until now, the interaction of cationic β-structural AMPs with zwitterionic phospholipid bilayers mimicking eukaryotic membranes is not well understood. To study the structural basis of arenicins activity against eukaryotic cells, we investigated arenicin-2 in the solvents of low polarity (ethanol, 4% dioxane) and in zwitterionic soybean PC and PC/PE liposomes by CD and FTIR spectroscopy. It was shown that arenicin-2 adopted the twisted β-hairpin structure in all the environments studied. Measurements of the Trp fluorescence and H→D exchange in soybean PC liposomes and boundary potential in the planar DPhPC bilayers confirmed the partitioning of the arenicin-2 monomers into interfacial region of the zwitterionic membranes. The low-conductivity (0.12 nS) arenicin-2 pores were detected in the DPhPC bilayers. The lifetime of the open state (up to 260 ms) was significantly longer than lifetime of low-conductivity (0.23 nS) pores previously described in partially anionic membranes (44 ms). The formation of narrow arenicin-2 pores without disruption of the membrane was discussed in the light of the disordered toroidal pore model previously proposed for β-structural AMPs [Jean - Francois et al. Biophys. J. 2008;95:5748 - 5756]. A novel non-lytic mechanism of the arenicin-2 action was proposed.
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Affiliation(s)
- Sergei V Sychev
- M.M. Shemyakin and Yu. A. Ovchinnikov Institute of Bioorganic Chemistry, Russian Academy of Sciences, Miklukho-Maklaya str., 16/10, Moscow, 117997, Russia
| | - Stanislav V Sukhanov
- M.M. Shemyakin and Yu. A. Ovchinnikov Institute of Bioorganic Chemistry, Russian Academy of Sciences, Miklukho-Maklaya str., 16/10, Moscow, 117997, Russia
| | - Pavel V Panteleev
- M.M. Shemyakin and Yu. A. Ovchinnikov Institute of Bioorganic Chemistry, Russian Academy of Sciences, Miklukho-Maklaya str., 16/10, Moscow, 117997, Russia
| | - Zakhar O Shenkarev
- M.M. Shemyakin and Yu. A. Ovchinnikov Institute of Bioorganic Chemistry, Russian Academy of Sciences, Miklukho-Maklaya str., 16/10, Moscow, 117997, Russia
| | - Tatiana V Ovchinnikova
- M.M. Shemyakin and Yu. A. Ovchinnikov Institute of Bioorganic Chemistry, Russian Academy of Sciences, Miklukho-Maklaya str., 16/10, Moscow, 117997, Russia
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Sychev SV, Panteleev PV, Ovchinnikova TV. Structural study of the β-hairpin marine antimicrobial peptide arenicin-2 in PC/PG lipid bilayers by fourier transform infrared spectroscopy. RUSSIAN JOURNAL OF BIOORGANIC CHEMISTRY 2017. [DOI: 10.1134/s1068162017050144] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 11/23/2022]
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Daidone I, Thukral L, Smith JC, Amadei A. Monitoring the Folding Kinetics of a β-Hairpin by Time-Resolved IR Spectroscopy in Silico. J Phys Chem B 2015; 119:4849-56. [DOI: 10.1021/acs.jpcb.5b01477] [Citation(s) in RCA: 9] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/30/2022]
Affiliation(s)
- Isabella Daidone
- Department
of Physical and Chemical Sciences, University of L’Aquila, via
Vetoio (Coppito 1), 67010 L’Aquila, Italy
| | - Lipi Thukral
- CSIR-Institute of Genomics and Integrative Biology, South Campus, Mathura Road, New Delhi 110020, India
| | - Jeremy C. Smith
- University of Tennessee/Oak Ridge National Laboratory, Center for Molecular Biophysics, P.O. Box 2008, Oak Ridge, Tennessee 37831-6309, United States
- Department
of Biochemistry and Cellular and Molecular Biology, University of Tennessee, M407 Walters Life Sciences, 1414 Cumberland Avenue, Knoxville, Tennessee 37996, United States
| | - Andrea Amadei
- Department
of Chemical Sciences and Technologies, University of Rome “Tor Vergata”, via della Ricerca Scientifica 1, 00133 Rome, Italy
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Zanetti-Polzi L, Aschi M, Amadei A, Daidone I. Simulation of the Amide I Infrared Spectrum in Photoinduced Peptide Folding/Unfolding Transitions. J Phys Chem B 2013; 117:12383-90. [DOI: 10.1021/jp406708p] [Citation(s) in RCA: 16] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/30/2023]
Affiliation(s)
- Laura Zanetti-Polzi
- Dipartimento
di Scienze Fisiche e Chimiche, University of L’Aquila, via
Vetoio (Coppito 1), 67010 Coppito (AQ), Italy
- Center
S3, Institute of Nanoscience - CNR, Via Campi 213/A, 41125 Modena, Italy
| | - Massimiliano Aschi
- Dipartimento
di Scienze Fisiche e Chimiche, University of L’Aquila, via
Vetoio (Coppito 1), 67010 Coppito (AQ), Italy
| | - Andrea Amadei
- Dipartimento
di Scienze e Tecnologie Chimiche, University of Rome ”Tor Vergata”, via della Ricerca Scientifica 1, 00133 Rome, Italy
| | - Isabella Daidone
- Dipartimento
di Scienze Fisiche e Chimiche, University of L’Aquila, via
Vetoio (Coppito 1), 67010 Coppito (AQ), Italy
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Zanetti Polzi L, Daidone I, Amadei A. A Theoretical Reappraisal of Polylysine in the Investigation of Secondary Structure Sensitivity of Infrared Spectra. J Phys Chem B 2012; 116:3353-60. [DOI: 10.1021/jp211063x] [Citation(s) in RCA: 15] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/30/2022]
Affiliation(s)
- Laura Zanetti Polzi
- Department of Chemistry, Chemical
Engineering and Materials, University of L’Aquila, via Vetoio (Coppito 1), 67010 L’Aquila, Italy
| | - Isabella Daidone
- Department of Chemistry, Chemical
Engineering and Materials, University of L’Aquila, via Vetoio (Coppito 1), 67010 L’Aquila, Italy
| | - Andrea Amadei
- Department of Chemical Sciences
and Technology, University of Rome “Tor Vergata”, via della Ricerca Scientifica 1, 00133 Rome, Italy
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Daidone I, Amadei A. Essential dynamics: foundation and applications. WILEY INTERDISCIPLINARY REVIEWS-COMPUTATIONAL MOLECULAR SCIENCE 2012. [DOI: 10.1002/wcms.1099] [Citation(s) in RCA: 70] [Impact Index Per Article: 5.8] [Reference Citation Analysis] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 01/20/2023]
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