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Sahoo GR, Roy AS, Srivastava M. Time-Frequency Analysis of Two-Dimensional Electron Spin Resonance Signals. J Phys Chem A 2023; 127:7793-7801. [PMID: 37699569 PMCID: PMC10529365 DOI: 10.1021/acs.jpca.3c02708] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 09/14/2023]
Abstract
Two-dimensional electron spin resonance (2D ESR) spectroscopy is a unique experimental technique for probing protein structure and dynamics, including processes that occur at the microsecond time scale. While it provides significant resolution enhancement over the one-dimensional experimental setup, spectral broadening and noise make extraction of spectral information highly challenging. Traditionally, two-dimensional Fourier transform (2D FT) is applied for the analysis of 2D ESR signals, although its efficiency is limited to stationary signals. In addition, it often fails to resolve overlapping peaks in 2D ESR. In this work, we propose a time-frequency analysis of 2D time-domain signals, which identifies all frequency peaks by decoupling a signal into its distinct constituent components via projection on the time-frequency plane. The method utilizes 2D undecimated discrete wavelet transform (2D UDWT) as an intermediate step in the analysis, followed by signal reconstruction and 2D FT. We have applied the method to a simulated 2D double quantum coherence (DQC) signal for validation and a set of experimental 2D ESR signals, demonstrating its efficiency in resolving overlapping peaks in the frequency domain, while displaying frequency evolution with time in case of non-stationary data.
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Affiliation(s)
- Gyana Ranjan Sahoo
- Department of Chemistry and Chemical Biology, Cornell University, Ithaca, New York 14853, United States
| | - Aritro Sinha Roy
- Department of Chemistry and Chemical Biology, Cornell University, Ithaca, New York 14853, United States
- National Biomedical Resources for Advanced ESR Technologies (ACERT), Ithaca, New York 14853, United States
| | - Madhur Srivastava
- Department of Chemistry and Chemical Biology, Cornell University, Ithaca, New York 14853, United States
- National Biomedical Resources for Advanced ESR Technologies (ACERT), Ithaca, New York 14853, United States
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Gupta P, Dzikovski B, Freed JH. Theory and Least Squares Fitting of CW ESR Saturation Spectra Using the MOMD Model. APPLIED MAGNETIC RESONANCE 2022; 53:699-715. [PMID: 35431460 PMCID: PMC9012167 DOI: 10.1007/s00723-021-01390-7] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 05/03/2023]
Abstract
CW saturation experiments are widely used in ESR studies of relaxation processes in proteins and lipids. We develop the theory of saturation in ESR spectra in terms of its close relation with that of 2D-ELDOR. Our treatment of saturation is then based on the microscopic order macroscopic disorder (MOMD) model and can be used to fit the full CW saturation spectrum, rather than fitting just the peak-peak amplitude as a function of microwave field B 1 as is commonly done. This requires fewer experiments to yield effects on T 1, as well as provides a more extensive dynamic structural picture, for example, for scanning experiments on different protein sites. The code is released as a publicly available software package in Python that can be used to fit CW saturation spectra from biological samples of interest.
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Affiliation(s)
- Pranav Gupta
- National Biomedical Center for Advanced ESR Technology and Department of Chemistry and Chemical Biology, Cornell University, Ithaca, NY 14853, USA
| | - Boris Dzikovski
- National Biomedical Center for Advanced ESR Technology and Department of Chemistry and Chemical Biology, Cornell University, Ithaca, NY 14853, USA
- Bruker BioSpin Corp, 15 Fortune Drive, Billerica, MA 01821, USA
| | - Jack H. Freed
- National Biomedical Center for Advanced ESR Technology and Department of Chemistry and Chemical Biology, Cornell University, Ithaca, NY 14853, USA
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Dzikovski B, Khramtsov VV, Chandrasekaran S, Dunnam C, Shah M, Freed JH. Microsecond Exchange Processes Studied by Two-Dimensional ESR at 95 GHz. J Am Chem Soc 2020; 142:21368-21381. [PMID: 33305945 PMCID: PMC7810061 DOI: 10.1021/jacs.0c09469] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/29/2022]
Abstract
Exchange processes which include conformational change, protonation/deprotonation, and binding equilibria are routinely studied by 2D exchange NMR techniques, where information about the exchange of nuclei between environments with different NMR shifts is obtained from the development of cross-peaks. Whereas 2D NMR enables the real time study of millisecond and slower exchange processes, 2D ESR in the form of 2D-ELDOR (two-dimensional electron-electron double resonance) has the potential for such studies over the nanosecond to microsecond real time scales. Cross-peak development due to chemical exchange has been seen previously for semiquinones in ESR, but this is not possible for most common ESR probes, such as nitroxides, studied at typical ESR frequencies because, unlike NMR, the exchanging states yield ESR signals that are not resolved from each other within their respective line widths. But at 95 GHz, it becomes possible to resolve them in many cases because of the increased g-factor resolution. The 95 GHz instrumental developments occurring at ACERT now enable such studies. We demonstrate these new capabilities in two studies: (A) the protonation/deprotonation process for a pH-sensitive imidazoline spin label in aqueous solution where the exchange rate and the population ratio of the exchanging states are controlled by the concentration and pH of the buffer solution, respectively, and (B) a nitroxide radical partitioning between polar (aqueous) and nonpolar (phospholipid) environments in multilamellar lipid vesicles, where the cross-peak development arises from the exchange of the nitroxide between the two phases. This work represents the first example of the observation and analysis of cross-peaks arising from chemical exchange processes involving nitroxide spin labels.
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Affiliation(s)
- Boris Dzikovski
- Department of Chemistry and Chemical Biology, and ACERT, National Biomedical Center for Advanced Electron Spin Resonance Technology, Cornell University, Ithaca, New York 14853-1301, United States
| | - Valery V Khramtsov
- In Vivo Multifunctional Magnetic Resonance Center, Robert C. Byrd Health Sciences Center, West Virginia University, and Department of Biochemistry, West Virginia University School of Medicine, Morgantown, West Virginia 26506, United States
| | - Siddarth Chandrasekaran
- Department of Chemistry and Chemical Biology, and ACERT, National Biomedical Center for Advanced Electron Spin Resonance Technology, Cornell University, Ithaca, New York 14853-1301, United States
| | - Curt Dunnam
- Department of Chemistry and Chemical Biology, and ACERT, National Biomedical Center for Advanced Electron Spin Resonance Technology, Cornell University, Ithaca, New York 14853-1301, United States
| | - Meera Shah
- Department of Chemistry and Chemical Biology, and ACERT, National Biomedical Center for Advanced Electron Spin Resonance Technology, Cornell University, Ithaca, New York 14853-1301, United States
| | - Jack H Freed
- Department of Chemistry and Chemical Biology, and ACERT, National Biomedical Center for Advanced Electron Spin Resonance Technology, Cornell University, Ithaca, New York 14853-1301, United States
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Schmallegger M, Barbon A, Bortolus M, Chemelli A, Bilkis I, Gescheidt G, Weiner L. Systematic Quantification of Electron Transfer in a Bare Phospholipid Membrane Using Nitroxide-Labeled Stearic Acids: Distance Dependence, Kinetics, and Activation Parameters. LANGMUIR : THE ACS JOURNAL OF SURFACES AND COLLOIDS 2020; 36:10429-10437. [PMID: 32787070 PMCID: PMC7586382 DOI: 10.1021/acs.langmuir.0c01585] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Figures] [Subscribe] [Scholar Register] [Received: 05/28/2020] [Revised: 07/24/2020] [Indexed: 06/11/2023]
Abstract
In this report, we present a method to characterize the kinetics of electron transfer across the bilayer of a unilamellar liposome composed of 1,2-dimyristoyl-sn-glycero-3-phosphocholine. The method utilizes synthetic phospholipids containing noninvasive nitroxide spin labels having the >N-O• moiety at well-defined distances from the outer surface of the liposome to serve as reporters for their local environment and, at the same time, permit measurement of the kinetics of electron transfer. We used 5-doxyl and 16-doxyl stearic acids. The paramagnetic >N-O• moiety is photo-oxidized to the corresponding diamagnetic oxoammonium cation by a ruthenium electron acceptor formed in the solution. Electron transfer is monitored by three independent spectroscopic methods: by both steady-state and time-resolved electron paramagnetic resonance and by optical spectroscopy. These techniques allowed us to differentiate between the electron transfer rates of nitroxides located in the outer leaflet of the phospholipid bilayer and of those located in the inner leaflet. Measurement of electron transfer rates as a function of temperature revealed a low-activation barrier (ΔG‡ ∼ 40 kJ/mol) that supports a tunneling mechanism.
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Affiliation(s)
- Max Schmallegger
- Institute
of Physical and Theoretical Chemistry, Graz
University of Technology, Stremayrgasse 9, Graz 8010, Austria
| | - Antonio Barbon
- Dipartimento
di Scienze Chimiche, Università degli
Studi di Padova, Via Marzolo 1, Padova 35131, Italy
| | - Marco Bortolus
- Dipartimento
di Scienze Chimiche, Università degli
Studi di Padova, Via Marzolo 1, Padova 35131, Italy
| | - Angela Chemelli
- Institute
of Inorganic Chemistry, Graz University
of Technology, Stremayrgasse 9, Graz 8010, Austria
| | - Itzhak Bilkis
- Faculty
of Agricultural, Food and Environmental Sciences, Hebrew University, Rehovot 76100, Israel
| | - Georg Gescheidt
- Institute
of Physical and Theoretical Chemistry, Graz
University of Technology, Stremayrgasse 9, Graz 8010, Austria
| | - Lev Weiner
- Department
of Chemical Research Support, Weizmann Institute
of Science, Rehovot 76100, Israel
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Mechanisms of Co, Ni, and Mn toxicity: From exposure and homeostasis to their interactions with and impact on lipids and biomembranes. BIOCHIMICA ET BIOPHYSICA ACTA-BIOMEMBRANES 2020; 1862:183250. [DOI: 10.1016/j.bbamem.2020.183250] [Citation(s) in RCA: 16] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [Track Full Text] [Subscribe] [Scholar Register] [Received: 11/26/2019] [Revised: 02/12/2020] [Accepted: 02/24/2020] [Indexed: 01/21/2023]
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Vitiello G, Musumeci D, Koutsioubas A, Paduano L, Montesarchio D, D'Errico G. Ionophores at work: Exploring the interaction of guanosine-based amphiphiles with phospholipid membranes. BIOCHIMICA ET BIOPHYSICA ACTA-BIOMEMBRANES 2017; 1859:2392-2401. [DOI: 10.1016/j.bbamem.2017.09.007] [Citation(s) in RCA: 5] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Track Full Text] [Subscribe] [Scholar Register] [Received: 05/12/2017] [Revised: 08/31/2017] [Accepted: 09/05/2017] [Indexed: 01/21/2023]
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Livshits VA, Meshkov BB, Koshkin AV, Dzikovskii BG, Alfimov MV. EPR and fluorescence study of molecular dynamics of lipids in bilayers adsorbed on porous silica gel. HIGH ENERGY CHEMISTRY 2017. [DOI: 10.1134/s0018143917040099] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.1] [Reference Citation Analysis] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 11/23/2022]
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8
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Oliva R, Emendato A, Vitiello G, De Santis A, Grimaldi M, D'Ursi AM, Busi E, Del Vecchio P, Petraccone L, D'Errico G. On the microscopic and mesoscopic perturbations of lipid bilayers upon interaction with the MPER domain of the HIV glycoprotein gp41. BIOCHIMICA ET BIOPHYSICA ACTA-BIOMEMBRANES 2016; 1858:1904-13. [DOI: 10.1016/j.bbamem.2016.05.007] [Citation(s) in RCA: 10] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Track Full Text] [Subscribe] [Scholar Register] [Received: 01/28/2016] [Revised: 05/04/2016] [Accepted: 05/09/2016] [Indexed: 12/15/2022]
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