1
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Salafsky J, Johansson PK, Abdelkader E, Otting G. Ligand-induced conformational changes in protein molecules detected by sum-frequency generation. Biophys J 2024; 123:3678-3687. [PMID: 39305014 PMCID: PMC11560303 DOI: 10.1016/j.bpj.2024.09.017] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/11/2024] [Revised: 06/06/2024] [Accepted: 09/18/2024] [Indexed: 10/04/2024] Open
Abstract
We present the first demonstration of ligand-induced conformational changes in a biological molecule, a protein, by sum-frequency generation (SFG). Constructs of KRasG12D protein were prepared by selectively deuterating residues of a single amino acid type using isotope-labeled amino acids and cell-free protein synthesis. By attaching labeled protein to a supported bilayer membrane via a His-tag to Ni-NTA-bearing lipids, we ensured that single layers of ordered molecules were formed while preserving the protein's native structure. Exceptionally large SFG amide I signals were produced in both labeled and unlabeled proteins, demonstrating a high degree of orientational order upon attachment to the bilayer. Deuterated protein also produced SFG signals in the CDx spectral region, which were not present in the unlabeled protein. The CDx signals were measured before and after binding a peptide inhibitor, KRpep-2d, revealing shifts in SFG intensity due to conformational changes at the labeled sites. In particular, peaks associated with CDx stretching vibrations for alanine, valine, and glycine changed substantially in amplitude upon inhibitor binding. By inspection of the crystal structure, these three residues are uniquely colocated on the protein surface in and near the nucleotide binding site, which is in allosteric communication with the site of peptide inhibitor binding, suggesting an approach to identify a ligand's binding site. The technique offers a highly sensitive, nonperturbative method of mapping ligand-induced conformational changes and allosteric networks in biological molecules for studies of the relationship between structure and function and mechanisms of action in drug discovery.
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Affiliation(s)
- Joshua Salafsky
- Department of Pharmaceutical Chemistry, University of California, San Francisco (UCSF), San Francisco, California; Skylight Discovery, Inc., Suite 300, Seattle, Washington.
| | | | - Elwy Abdelkader
- ARC Centre of Excellence for Innovations in Peptide & Protein Science, Research School of Chemistry, Australian National University, Canberra, ACT, Australia
| | - Gottfried Otting
- ARC Centre of Excellence for Innovations in Peptide & Protein Science, Research School of Chemistry, Australian National University, Canberra, ACT, Australia
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2
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Donohue E, Khorsand S, Mercado G, Varney KM, Wilder PT, Yu W, MacKerell AD, Alexander P, Van QN, Moree B, Stephen AG, Weber DJ, Salafsky J, McCormick F. Second harmonic generation detection of Ras conformational changes and discovery of a small molecule binder. Proc Natl Acad Sci U S A 2019; 116:17290-17297. [PMID: 31399543 PMCID: PMC6717309 DOI: 10.1073/pnas.1905516116] [Citation(s) in RCA: 14] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/20/2022] Open
Abstract
Second harmonic generation (SHG) is an emergent biophysical method that sensitively measures real-time conformational change of biomolecules in the presence of biological ligands and small molecules. This study describes the successful implementation of SHG as a primary screening platform to identify fragment ligands to oncogenic Kirsten rat sarcoma (KRas). KRas is the most frequently mutated driver of pancreatic, colon, and lung cancers; however, there are few well-characterized small molecule ligands due to a lack of deep binding pockets. Using SHG, we identified a fragment binder to KRasG12D and used 1H 15N transverse relaxation optimized spectroscopy (TROSY) heteronuclear single-quantum coherence (HSQC) NMR to characterize its binding site as a pocket adjacent to the switch 2 region. The unique sensitivity of SHG furthered our study by revealing distinct conformations induced by our hit fragment compared with 4,6-dichloro-2-methyl-3-aminoethyl-indole (DCAI), a Ras ligand previously described to bind the same pocket. This study highlights SHG as a high-throughput screening platform that reveals structural insights in addition to ligand binding.
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Affiliation(s)
- Elizabeth Donohue
- Helen Diller Family Comprehensive Cancer Center, University of California, San Francisco, CA 94158
- Biodesy, Inc., South San Francisco, CA 94080
| | - Sina Khorsand
- Helen Diller Family Comprehensive Cancer Center, University of California, San Francisco, CA 94158
- Biodesy, Inc., South San Francisco, CA 94080
| | | | - Kristen M Varney
- Center for Biomolecular Therapeutics, School of Medicine, University of Maryland, Baltimore, MD 21201
- Department of Biochemistry and Molecular Biology, School of Medicine, University of Maryland, Baltimore, MD 21201
- Marlene and Stewart Greenebaum Comprehensive Cancer Center, University of Maryland, Baltimore, MD 21201
| | - Paul T Wilder
- Center for Biomolecular Therapeutics, School of Medicine, University of Maryland, Baltimore, MD 21201
- Department of Biochemistry and Molecular Biology, School of Medicine, University of Maryland, Baltimore, MD 21201
- Marlene and Stewart Greenebaum Comprehensive Cancer Center, University of Maryland, Baltimore, MD 21201
| | - Wenbo Yu
- Center for Biomolecular Therapeutics, School of Medicine, University of Maryland, Baltimore, MD 21201
- Department of Biochemistry and Molecular Biology, School of Medicine, University of Maryland, Baltimore, MD 21201
- Department of Pharmaceutical Sciences, School of Pharmacy, University of Maryland, Baltimore, MD 21201
| | - Alexander D MacKerell
- Center for Biomolecular Therapeutics, School of Medicine, University of Maryland, Baltimore, MD 21201
- Department of Biochemistry and Molecular Biology, School of Medicine, University of Maryland, Baltimore, MD 21201
- Marlene and Stewart Greenebaum Comprehensive Cancer Center, University of Maryland, Baltimore, MD 21201
- Department of Pharmaceutical Sciences, School of Pharmacy, University of Maryland, Baltimore, MD 21201
| | - Patrick Alexander
- National Cancer Institute RAS Initiative, Cancer Research Technology Program, Frederick National Laboratory for Cancer Research, Leidos Biomedical Research, Inc., Frederick, MD 21702
| | - Que N Van
- National Cancer Institute RAS Initiative, Cancer Research Technology Program, Frederick National Laboratory for Cancer Research, Leidos Biomedical Research, Inc., Frederick, MD 21702
| | - Ben Moree
- Biodesy, Inc., South San Francisco, CA 94080
| | - Andrew G Stephen
- National Cancer Institute RAS Initiative, Cancer Research Technology Program, Frederick National Laboratory for Cancer Research, Leidos Biomedical Research, Inc., Frederick, MD 21702
| | - David J Weber
- Center for Biomolecular Therapeutics, School of Medicine, University of Maryland, Baltimore, MD 21201
- Department of Biochemistry and Molecular Biology, School of Medicine, University of Maryland, Baltimore, MD 21201
- Marlene and Stewart Greenebaum Comprehensive Cancer Center, University of Maryland, Baltimore, MD 21201
| | - Joshua Salafsky
- Department of Pharmaceutical Chemistry, University of California, San Francisco, CA 94158
| | - Frank McCormick
- Helen Diller Family Comprehensive Cancer Center, University of California, San Francisco, CA 94158;
- National Cancer Institute RAS Initiative, Cancer Research Technology Program, Frederick National Laboratory for Cancer Research, Leidos Biomedical Research, Inc., Frederick, MD 21702
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3
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Clancy B, Moree B, Salafsky J. Angular Mapping of Protein Structure Using Nonlinear Optical Measurements. Biophys J 2019; 117:500-508. [PMID: 31349993 PMCID: PMC6697465 DOI: 10.1016/j.bpj.2019.07.006] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/09/2019] [Revised: 06/12/2019] [Accepted: 07/02/2019] [Indexed: 11/22/2022] Open
Abstract
Proteins are inherently dynamic, flexible molecules that execute precise conformational changes to perform their functions, but existing techniques to directly measure relevant structural changes in solution at room temperature remain limited. Here, we demonstrate a structural technique using second-harmonic generation and two-photon fluorescence under single-laser excitation to map both the mean angular orientation and the distribution width of a probe at various sites throughout the protein with high sensitivity. Our work resolves distinct dihydrofolate reductase (DHFR) ligand-protein conformations, allows interrogation of regions unresolvable by other techniques, and reveals structural differences between DHFR and a point mutant (DHFR-G121V). The technique, angular mapping of protein structure, enables direct and rapid determination of previously unseen aspects of protein structure in a benchtop optical system.
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4
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Birman Y, Khorsand S, Tu E, Mortensen RB, Butko MT. Second-harmonic generation-based methods to detect and characterize ligand-induced RNA conformational changes. Methods 2019; 167:92-104. [PMID: 31116965 DOI: 10.1016/j.ymeth.2019.05.012] [Citation(s) in RCA: 5] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/15/2018] [Revised: 04/11/2019] [Accepted: 05/15/2019] [Indexed: 10/26/2022] Open
Abstract
Second-harmonic generation (SHG) is a biophysical tool that senses ligand-induced conformational changes in biomolecules. The Biodesy Delta™ has been developed as a high-throughput screening platform to monitor conformational changes in proteins and oligonucleotides by SHG to support drug discovery efforts. This work will outline (1) an overview of this technology, (2) detailed protocols for optimizing screening-ready SHG assays on RNA targets, (3) practical considerations for developing robust and informative SHG measurements, and (4) a case study that demonstrates the application of these recommendations on an RNA target. The previously published theophylline aptamer SHG assay [1] was further optimized to maximize the assay window between the positive control (theophylline) and the negative control (caffeine). Optimization of this assay provides practical considerations for building a robust SHG assay on an RNA target, including testing for specific tethering of the conjugate to the surface as well as testing tool compound response stability, reversibility, and concentration-dependence/affinity. A more robust, better-performing theophylline aptamer SHG assay was achieved that would be more appropriate for conducting a screen.
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Affiliation(s)
- Yuliya Birman
- Biodesy, Inc., South San Francisco 94080, United States
| | - Sina Khorsand
- Biodesy, Inc., South San Francisco 94080, United States
| | - Erick Tu
- Biodesy, Inc., South San Francisco 94080, United States
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5
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Young TA, Moree B, Butko MT, Clancy B, Geck Do M, Gheyi T, Strelow J, Carrillo JJ, Salafsky J. Second-Harmonic Generation (SHG) for Conformational Measurements: Assay Development, Optimization, and Screening. Methods Enzymol 2018; 610:167-190. [PMID: 30390798 DOI: 10.1016/bs.mie.2018.09.017] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Abstract] [Key Words] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/18/2022]
Abstract
Second-harmonic generation (SHG) has recently emerged as a biophysical tool for conformational sensing of a target biomolecule upon binding to ligands such as small molecules, fragments, proteins, peptides, and oligonucleotides. To date, SHG has been used to measure conformational changes of targets such as soluble proteins, protein complexes, intrinsically disordered proteins, peripheral and integral membrane proteins, peptides, and oligonucleotides upon binding of ligands over a wide range of affinities. In this chapter, we will provide a technology overview, detailed protocols for optimizing assays and screening, practical considerations, and an example case study to guide the reader in developing robust and informative measurements using the Biodesy Delta SHG platform.
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Affiliation(s)
- Tracy A Young
- Biodesy, Inc., South San Francisco, CA, United States
| | - Ben Moree
- Biodesy, Inc., South San Francisco, CA, United States
| | | | - Bason Clancy
- Biodesy, Inc., South San Francisco, CA, United States
| | - Mary Geck Do
- The University of Texas MD Anderson Cancer Center, Institute for Applied Cancer Science, Houston, TX, United States
| | - Tarun Gheyi
- Lilly Biotechnology Center, San Diego, CA, United States
| | - John Strelow
- Lilly Research Laboratories, Eli Lilly and Company, Lilly Corporate Center, Indianapolis, IN, United States
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6
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Spangler JB, Trotta E, Tomala J, Peck A, Young TA, Savvides CS, Silveria S, Votavova P, Salafsky J, Pande VS, Kovar M, Bluestone JA, Garcia KC. Engineering a Single-Agent Cytokine/Antibody Fusion That Selectively Expands Regulatory T Cells for Autoimmune Disease Therapy. THE JOURNAL OF IMMUNOLOGY 2018; 201:2094-2106. [PMID: 30104245 DOI: 10.4049/jimmunol.1800578] [Citation(s) in RCA: 55] [Impact Index Per Article: 7.9] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Received: 05/04/2018] [Accepted: 07/19/2018] [Indexed: 12/18/2022]
Abstract
IL-2 has been used to treat diseases ranging from cancer to autoimmune disorders, but its concurrent immunostimulatory and immunosuppressive effects hinder efficacy. IL-2 orchestrates immune cell function through activation of a high-affinity heterotrimeric receptor (composed of IL-2Rα, IL-2Rβ, and common γ [γc]). IL-2Rα, which is highly expressed on regulatory T (TReg) cells, regulates IL-2 sensitivity. Previous studies have shown that complexation of IL-2 with the JES6-1 Ab preferentially biases cytokine activity toward TReg cells through a unique mechanism whereby IL-2 is exchanged from the Ab to IL-2Rα. However, clinical adoption of a mixed Ab/cytokine complex regimen is limited by stoichiometry and stability concerns. In this study, through structure-guided design, we engineered a single agent fusion of the IL-2 cytokine and JES6-1 Ab that, despite being covalently linked, preserves IL-2 exchange, selectively stimulating TReg expansion and exhibiting superior disease control to the mixed IL-2/JES6-1 complex in a mouse colitis model. These studies provide an engineering blueprint for resolving a major barrier to the implementation of functionally similar IL-2/Ab complexes for treatment of human disease.
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Affiliation(s)
- Jamie B Spangler
- Howard Hughes Medical Institute, Stanford University School of Medicine, Stanford, CA 94305.,Department of Molecular and Cellular Physiology, Stanford University School of Medicine, Stanford, CA 94305.,Department of Structural Biology, Stanford University School of Medicine, Stanford, CA 94305
| | - Eleonora Trotta
- Diabetes Center, University of California San Francisco, San Francisco, CA 94143
| | - Jakub Tomala
- Laboratory of Tumor Immunology, Institute of Microbiology of the Academy of Sciences of the Czech Republic, 14220 Prague 4-Krc, Czech Republic
| | - Ariana Peck
- Department of Biochemistry, Stanford University, Stanford, CA 94305
| | | | | | - Stephanie Silveria
- Diabetes Center, University of California San Francisco, San Francisco, CA 94143
| | - Petra Votavova
- Laboratory of Tumor Immunology, Institute of Microbiology of the Academy of Sciences of the Czech Republic, 14220 Prague 4-Krc, Czech Republic
| | | | - Vijay S Pande
- Department of Bioengineering, Stanford University, Stanford, CA 94305; and
| | - Marek Kovar
- Laboratory of Tumor Immunology, Institute of Microbiology of the Academy of Sciences of the Czech Republic, 14220 Prague 4-Krc, Czech Republic
| | - Jeffrey A Bluestone
- Diabetes Center, University of California San Francisco, San Francisco, CA 94143.,Sean N. Parker Autoimmune Research Laboratory, University of California San Francisco, San Francisco, CA 94143
| | - K Christopher Garcia
- Howard Hughes Medical Institute, Stanford University School of Medicine, Stanford, CA 94305; .,Department of Molecular and Cellular Physiology, Stanford University School of Medicine, Stanford, CA 94305.,Department of Structural Biology, Stanford University School of Medicine, Stanford, CA 94305
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7
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Hantani Y, Iio K, Hantani R, Umetani K, Sato T, Young T, Connell K, Kintz S, Salafsky J. Identification of inactive conformation-selective interleukin-2-inducible T-cell kinase (ITK) inhibitors based on second-harmonic generation. FEBS Open Bio 2018; 8:1412-1423. [PMID: 30186743 PMCID: PMC6120236 DOI: 10.1002/2211-5463.12489] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/06/2018] [Revised: 06/01/2018] [Accepted: 06/24/2018] [Indexed: 12/12/2022] Open
Abstract
Many clinically approved protein kinase inhibitors stabilize an inactive conformation of their kinase target. Such inhibitors are generally highly selective compared to active conformation inhibitors, and consequently, general methods to identify inhibitors that stabilize an inactive conformation are much sought after. Here, we have applied a high‐throughput, second‐harmonic generation (SHG)‐based conformational approach to identify small molecule stabilizers of the inactive conformation of interleukin‐2‐inducible T‐cell kinase (ITK). A single‐site cysteine mutant of the ITK kinase domain was created, labeled with an SHG‐active dye, and tethered to a supported lipid bilayer membrane. Fourteen tool compounds, including stabilizers of the inactive and active conformations as well as nonbinders, were first examined for their effect on the conformation of the labeled ITK protein in the SHG assay. As a result, inactive conformation inhibitors were clearly distinguished from active conformation inhibitors by the intensity of SHG signal. Utilizing the SHG assay developed with the tool compounds described above, we identified the mechanism of action of 22 highly selective, inactive conformation inhibitors within a group of 105 small molecule inhibitors previously identified in a high‐throughput biochemical screen. We describe here the first use of SHG for identifying and classifying inhibitors that stabilize an inactive vs. an active conformation of a protein kinase, without the need to determine costructures by X‐ray crystallography. Our results suggest broad applicability to other proteins, particularly with single‐site labels reporting on specific protein movements associated with selectivity.
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Affiliation(s)
- Yoshiji Hantani
- Biological/Pharmacological Research Laboratories Central Pharmaceutical Research Institute Japan Tobacco Inc. Takatsuki Osaka Japan
| | - Kiyosei Iio
- Chemistry Research Laboratories Central Pharmaceutical Research Institute Japan Tobacco Inc. Takatsuki Osaka Japan
| | - Rie Hantani
- Biological/Pharmacological Research Laboratories Central Pharmaceutical Research Institute Japan Tobacco Inc. Takatsuki Osaka Japan
| | - Kayo Umetani
- Biological/Pharmacological Research Laboratories Central Pharmaceutical Research Institute Japan Tobacco Inc. Takatsuki Osaka Japan
| | - Toshihiro Sato
- Biological/Pharmacological Research Laboratories Central Pharmaceutical Research Institute Japan Tobacco Inc. Takatsuki Osaka Japan
| | | | | | - Sam Kintz
- Biodesy, Inc. South San Francisco CA USA
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8
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Khadria A, Fleischhauer J, Boczarow I, Wilkinson JD, Kohl MM, Anderson HL. Porphyrin Dyes for Nonlinear Optical Imaging of Live Cells. iScience 2018; 4:153-163. [PMID: 30240737 PMCID: PMC6147020 DOI: 10.1016/j.isci.2018.05.015] [Citation(s) in RCA: 14] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/02/2018] [Revised: 05/09/2018] [Accepted: 05/22/2018] [Indexed: 11/28/2022] Open
Abstract
Second harmonic generation (SHG)-based probes are useful for nonlinear optical imaging of biological structures, such as the plasma membrane. Several amphiphilic porphyrin-based dyes with high SHG coefficients have been synthesized with different hydrophilic head groups, and their cellular targeting has been studied. The probes with cationic head groups localize better at the plasma membrane than the neutral probes with zwitterionic or non-charged ethylene glycol-based head groups. Porphyrin dyes with only dications as hydrophilic head groups localize inside HEK293T cells to give SHG, whereas tricationic dyes localize robustly at the plasma membrane of cells, including neurons, in vitro and ex vivo. The copper(II) complex of the tricationic dye with negligible fluorescence quantum yield works as an SHG-only dye. The free-base tricationic dye has been demonstrated for two-photon fluorescence and SHG-based multimodal imaging. This study demonstrates the importance of a balance between the hydrophobicity and hydrophilicity of amphiphilic dyes for effective plasma membrane localization.
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Affiliation(s)
- Anjul Khadria
- Department of Chemistry, Chemistry Research Laboratory, University of Oxford, Oxford OX1 3TA, UK
| | - Jan Fleischhauer
- Department of Chemistry, Chemistry Research Laboratory, University of Oxford, Oxford OX1 3TA, UK
| | - Igor Boczarow
- Department of Chemistry, Chemistry Research Laboratory, University of Oxford, Oxford OX1 3TA, UK
| | - James D Wilkinson
- Department of Chemistry, Chemistry Research Laboratory, University of Oxford, Oxford OX1 3TA, UK
| | - Michael M Kohl
- Department of Physiology, Anatomy and Genetics, University of Oxford, Oxford OX1 3PT, UK
| | - Harry L Anderson
- Department of Chemistry, Chemistry Research Laboratory, University of Oxford, Oxford OX1 3TA, UK.
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9
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Wong JJW, Young TA, Zhang J, Liu S, Leser GP, Komives EA, Lamb RA, Zhou ZH, Salafsky J, Jardetzky TS. Monomeric ephrinB2 binding induces allosteric changes in Nipah virus G that precede its full activation. Nat Commun 2017; 8:781. [PMID: 28974687 PMCID: PMC5626764 DOI: 10.1038/s41467-017-00863-3] [Citation(s) in RCA: 37] [Impact Index Per Article: 4.6] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/13/2017] [Accepted: 08/01/2017] [Indexed: 11/09/2022] Open
Abstract
Nipah virus is an emergent paramyxovirus that causes deadly encephalitis and respiratory infections in humans. Two glycoproteins coordinate the infection of host cells, an attachment protein (G), which binds to cell surface receptors, and a fusion (F) protein, which carries out the process of virus-cell membrane fusion. The G protein binds to ephrin B2/3 receptors, inducing G conformational changes that trigger F protein refolding. Using an optical approach based on second harmonic generation, we show that monomeric and dimeric receptors activate distinct conformational changes in G. The monomeric receptor-induced changes are not detected by conformation-sensitive monoclonal antibodies or through electron microscopy analysis of G:ephrinB2 complexes. However, hydrogen/deuterium exchange experiments confirm the second harmonic generation observations and reveal allosteric changes in the G receptor binding and F-activating stalk domains, providing insights into the pathway of receptor-activated virus entry.Nipah virus causes encephalitis in humans. Here the authors use a multidisciplinary approach to study the binding of the viral attachment protein G to its host receptor ephrinB2 and show that monomeric and dimeric receptors activate distinct conformational changes in G and discuss implications for receptor-activated virus entry.
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Affiliation(s)
- Joyce J W Wong
- Department of Structural Biology, Stanford University School of Medicine, Stanford, CA, 94305, USA
| | | | - Jiayan Zhang
- Molecular Biology Institute, University of California Los Angeles, Los Angeles, CA, 90095, USA
- Department of Microbiology, Immunology & Molecular Genetics, University of California Los Angeles, Los Angeles, CA, 90095, USA
- California NanoSystems Institute, University of California Los Angeles, Los Angeles, CA, 90095, USA
| | - Shiheng Liu
- Department of Microbiology, Immunology & Molecular Genetics, University of California Los Angeles, Los Angeles, CA, 90095, USA
- California NanoSystems Institute, University of California Los Angeles, Los Angeles, CA, 90095, USA
| | - George P Leser
- Howard Hughes Medical Institute, Northwestern University, Evanston, IL, 60208-3500, USA
- Department of Molecular Biosciences, Northwestern University, Evanston, IL, 60208-3500, USA
| | - Elizabeth A Komives
- Department of Chemistry and Biochemistry, University of California San Diego, San Diego, CA, 92093, USA
| | - Robert A Lamb
- Howard Hughes Medical Institute, Northwestern University, Evanston, IL, 60208-3500, USA
- Department of Molecular Biosciences, Northwestern University, Evanston, IL, 60208-3500, USA
| | - Z Hong Zhou
- Department of Microbiology, Immunology & Molecular Genetics, University of California Los Angeles, Los Angeles, CA, 90095, USA
- California NanoSystems Institute, University of California Los Angeles, Los Angeles, CA, 90095, USA
| | | | - Theodore S Jardetzky
- Department of Structural Biology, Stanford University School of Medicine, Stanford, CA, 94305, USA.
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10
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Spagnuolo LA, Eltschkner S, Yu W, Daryaee F, Davoodi S, Knudson SE, Allen EKH, Merino J, Pschibul A, Moree B, Thivalapill N, Truglio JJ, Salafsky J, Slayden RA, Kisker C, Tonge PJ. Evaluating the Contribution of Transition-State Destabilization to Changes in the Residence Time of Triazole-Based InhA Inhibitors. J Am Chem Soc 2017; 139:3417-3429. [PMID: 28151657 DOI: 10.1021/jacs.6b11148] [Citation(s) in RCA: 38] [Impact Index Per Article: 4.8] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/08/2023]
Abstract
A critical goal of lead compound selection and optimization is to maximize target engagement while minimizing off-target binding. Since target engagement is a function of both the thermodynamics and kinetics of drug-target interactions, it follows that the structures of both the ground states and transition states on the binding reaction coordinate are needed to rationally modulate the lifetime of the drug-target complex. Previously, we predicted the structure of the rate-limiting transition state that controlled the time-dependent inhibition of the enoyl-ACP reductase InhA. This led to the discovery of a triazole-containing diphenyl ether with an increased residence time on InhA due to transition-state destabilization rather than ground-state stabilization. In the present work, we evaluate the inhibition of InhA by 14 triazole-based diphenyl ethers and use a combination of enzyme kinetics and X-ray crystallography to generate a structure-kinetic relationship for time-dependent binding. We show that the triazole motif slows the rate of formation for the final drug-target complex by up to 3 orders of magnitude. In addition, we identify a novel inhibitor with a residence time on InhA of 220 min, which is 3.5-fold longer than that of the INH-NAD adduct formed by the tuberculosis drug, isoniazid. This study provides a clear example in which the lifetime of the drug-target complex is controlled by interactions in the transition state for inhibitor binding rather than the ground state of the enzyme-inhibitor complex, and demonstrates the important role that on-rates can play in drug-target residence time.
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Affiliation(s)
- Lauren A Spagnuolo
- Institute of Chemical Biology and Drug Discovery, Department of Chemistry, Stony Brook University , Stony Brook, New York 11794-3400, United States
| | - Sandra Eltschkner
- Rudolf Virchow Center for Experimental Biomedicine, Institute for Structural Biology, University of Würzburg , 97080 Würzburg, Germany
| | - Weixuan Yu
- Institute of Chemical Biology and Drug Discovery, Department of Chemistry, Stony Brook University , Stony Brook, New York 11794-3400, United States
| | - Fereidoon Daryaee
- Institute of Chemical Biology and Drug Discovery, Department of Chemistry, Stony Brook University , Stony Brook, New York 11794-3400, United States
| | - Shabnam Davoodi
- Institute of Chemical Biology and Drug Discovery, Department of Chemistry, Stony Brook University , Stony Brook, New York 11794-3400, United States
| | - Susan E Knudson
- Department of Microbiology, Immunology and Pathology, Colorado State University , Fort Collins, Colorado 80523-2025, United States
| | - Eleanor K H Allen
- Institute of Chemical Biology and Drug Discovery, Department of Chemistry, Stony Brook University , Stony Brook, New York 11794-3400, United States
| | - Jonathan Merino
- Institute of Chemical Biology and Drug Discovery, Department of Chemistry, Stony Brook University , Stony Brook, New York 11794-3400, United States
| | - Annica Pschibul
- Rudolf Virchow Center for Experimental Biomedicine, Institute for Structural Biology, University of Würzburg , 97080 Würzburg, Germany
| | - Ben Moree
- Biodesy, Inc. , 384 Oyster Point Boulevard, South San Francisco, California 94080, United States
| | - Neil Thivalapill
- Great Neck South High School , 341 Lakeville Road, Great Neck, New York 11020, United States
| | - James J Truglio
- Great Neck South High School , 341 Lakeville Road, Great Neck, New York 11020, United States
| | - Joshua Salafsky
- Biodesy, Inc. , 384 Oyster Point Boulevard, South San Francisco, California 94080, United States
| | - Richard A Slayden
- Department of Microbiology, Immunology and Pathology, Colorado State University , Fort Collins, Colorado 80523-2025, United States
| | - Caroline Kisker
- Rudolf Virchow Center for Experimental Biomedicine, Institute for Structural Biology, University of Würzburg , 97080 Würzburg, Germany
| | - Peter J Tonge
- Institute of Chemical Biology and Drug Discovery, Department of Chemistry, Stony Brook University , Stony Brook, New York 11794-3400, United States
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11
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Clancy B, Salafsky J. Second-harmonic phase determination by real-time in situ interferometry. Phys Chem Chem Phys 2017; 19:3722-3728. [DOI: 10.1039/c6cp07708k] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.1] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/21/2022]
Abstract
We present a interferometer-free, model-independent method of phase determination between an SHG-active moiety and coherent background sources.
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12
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Ma B, Marcotte D, Paramasivam M, Michelsen K, Wang T, Bertolotti-Ciarlet A, Jones JH, Moree B, Butko M, Salafsky J, Sun X, McKee T, Silvian LF. ATP-Competitive MLKL Binders Have No Functional Impact on Necroptosis. PLoS One 2016; 11:e0165983. [PMID: 27832137 PMCID: PMC5104457 DOI: 10.1371/journal.pone.0165983] [Citation(s) in RCA: 26] [Impact Index Per Article: 2.9] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/20/2016] [Accepted: 10/20/2016] [Indexed: 01/18/2023] Open
Abstract
MLKL is a pore forming pseudokinase involved in the final stage of necroptosis, a form of programmed cell death. Its phosphorylation by RIPK3 is necessary for triggering necroptosis but not for triggering apoptosis, which makes it a unique target for pharmacological inhibition to block necroptotic cell death. This mechanism has been described as playing a role in disease progression in neurodegenerative and inflammatory diseases. A type II kinase inhibitor (cpd 1) has been described that reportedly binds to the MLKL pseudokinase domain and prevents necroptosis. Here we describe five compounds that bind to the MLKL ATP-binding site, however the four MLKL-selective compounds have no activity in rescuing cells from necroptosis. We use kinase selectivity panels, crystallography and a new conformationally sensitive method of measuring protein conformational changes (SHG) to confirm that the one previously reported compound that can rescue cells (cpd 1) is a non-selective type II inhibitor that also inhibits the upstream kinase RIPK1. Although this compound can shift the GFE motif of the activation loop to an “out” position, the accessibility of the key residue Ser358 in the MLKL activation loop is not affected by compound binding to the MLKL active site. Our studies indicate that an ATP-pocket inhibitor of the MLKL pseudokinase domain does not have any impact on the necroptosis pathway, which is contrary to a previously reported study.
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Affiliation(s)
- Bin Ma
- Drug Discovery, Biogen Inc., Cambridge, MA, 02142, United States of America
| | - Doug Marcotte
- Drug Discovery, Biogen Inc., Cambridge, MA, 02142, United States of America
| | | | - Klaus Michelsen
- Drug Discovery, Biogen Inc., Cambridge, MA, 02142, United States of America
| | - Ti Wang
- Drug Discovery, Biogen Inc., Cambridge, MA, 02142, United States of America
| | | | - John Howard Jones
- Drug Discovery, Biogen Inc., Cambridge, MA, 02142, United States of America
| | - Ben Moree
- Biodesy Inc., South San Francisco, CA, 94080, United States of America
| | - Margaret Butko
- Biodesy Inc., South San Francisco, CA, 94080, United States of America
| | - Joshua Salafsky
- Biodesy Inc., South San Francisco, CA, 94080, United States of America
| | - Xin Sun
- Drug Discovery, Biogen Inc., Cambridge, MA, 02142, United States of America
| | - Timothy McKee
- Drug Discovery, Biogen Inc., Cambridge, MA, 02142, United States of America
| | - Laura F. Silvian
- Drug Discovery, Biogen Inc., Cambridge, MA, 02142, United States of America
- * E-mail:
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13
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Butko MT, Moree B, Mortensen RB, Salafsky J. Detection of Ligand-Induced Conformational Changes in Oligonucleotides by Second-Harmonic Generation at a Supported Lipid Bilayer Interface. Anal Chem 2016; 88:10482-10489. [PMID: 27696827 DOI: 10.1021/acs.analchem.6b02498] [Citation(s) in RCA: 11] [Impact Index Per Article: 1.2] [Reference Citation Analysis] [Abstract] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 02/07/2023]
Abstract
There is a high demand for characterizing oligonucleotide structural changes associated with binding interactions as well as identifying novel binders that modulate their structure and function. In this study, second-harmonic generation (SHG) was used to study RNA and DNA oligonucleotide conformational changes associated with ligand binding. For this purpose, we developed an avidin-based biotin capture surface based on a supported lipid bilayer membrane. The technique was applied to two well-characterized aptamers, both of which undergo conformational changes upon binding either a protein or a small molecule ligand. In both cases, SHG was able to resolve conformational changes in these oligonucleotides sensitively and specifically, in solution and in real time, using nanogram amounts of material. In addition, we developed a competition assay for the oligonucleotides between the specific ligands and known, nonspecific binders, and we demonstrated that intercalators and minor groove binders affect the conformation of the DNA and RNA oligonucleotides in different ways upon binding and subsequently block specific ligand binding in all cases. Our work demonstrates the broad potential of SHG for studying oligonucleotides and their conformational changes upon interaction with ligands. As SHG offers a powerful, high-throughput screening approach, our results here also open an important new avenue for identifying novel chemical probes or sequence-targeted drugs that disrupt or modulate DNA or RNA structure and function.
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Affiliation(s)
- Margaret T Butko
- Biodesy, Inc. , 384 Oyster Point Boulevard, Suite No. 8, South San Francisco, California 94080, United States
| | - Ben Moree
- Biodesy, Inc. , 384 Oyster Point Boulevard, Suite No. 8, South San Francisco, California 94080, United States
| | - Richard B Mortensen
- Biodesy, Inc. , 384 Oyster Point Boulevard, Suite No. 8, South San Francisco, California 94080, United States
| | - Joshua Salafsky
- Biodesy, Inc. , 384 Oyster Point Boulevard, Suite No. 8, South San Francisco, California 94080, United States
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14
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Moree B, Connell K, Mortensen RB, Liu CT, Benkovic SJ, Salafsky J. Protein Conformational Changes Are Detected and Resolved Site Specifically by Second-Harmonic Generation. Biophys J 2016; 109:806-15. [PMID: 26287632 PMCID: PMC4547196 DOI: 10.1016/j.bpj.2015.07.016] [Citation(s) in RCA: 33] [Impact Index Per Article: 3.7] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/18/2015] [Revised: 06/29/2015] [Accepted: 07/02/2015] [Indexed: 12/21/2022] Open
Abstract
We present here a straightforward, broadly applicable technique for real-time detection and measurement of protein conformational changes in solution. This method is based on tethering proteins labeled with a second-harmonic generation (SHG) active dye to supported lipid bilayers. We demonstrate our method by measuring the conformational changes that occur upon ligand binding with three well-characterized proteins labeled at lysine residues: calmodulin (CaM), maltose-binding protein (MBP), and dihydrofolate reductase (DHFR). We also create a single-site cysteine mutant of DHFR engineered within the Met20 catalytic loop region and study the protein’s structural motion at this site. Using published x-ray crystal structures, we show that the changes in the SHG signals upon ligand binding are the result of structural motions that occur at the labeled sites between the apo and ligand-bound forms of the proteins, which are easily distinguished from each other. In addition, we demonstrate that different magnitudes of the SHG signal changes are due to different and specific ligand-induced conformational changes. Taken together, these data illustrate the potential of the SHG approach for detecting and measuring protein conformational changes for a wide range of biological applications.
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Affiliation(s)
- Ben Moree
- Biodesy, Inc., South San Francisco, California
| | | | | | - C Tony Liu
- Department of Chemistry, Pennsylvania State University, University Park, Pennsylvania
| | - Stephen J Benkovic
- Department of Chemistry, Pennsylvania State University, University Park, Pennsylvania
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15
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Nuriya M, Fukushima S, Momotake A, Shinotsuka T, Yasui M, Arai T. Multimodal two-photon imaging using a second harmonic generation-specific dye. Nat Commun 2016; 7:11557. [PMID: 27156702 PMCID: PMC4865818 DOI: 10.1038/ncomms11557] [Citation(s) in RCA: 44] [Impact Index Per Article: 4.9] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/09/2016] [Accepted: 04/07/2016] [Indexed: 11/09/2022] Open
Abstract
Second harmonic generation (SHG) imaging can be used to visualize unique biological phenomena, but currently available dyes limit its application owing to the strong fluorescent signals that they generate together with SHG. Here we report the first non-fluorescent and membrane potential-sensitive SHG-active organic dye Ap3. Ap3 is photostable and generates SH signals at the plasma membrane with virtually no fluorescent signals, in sharp contrast to the previously used fluorescent dye FM4-64. When tested in neurons, Ap3-SHG shows linear membrane potential sensitivity and fast responses to action potentials, and also shows significantly reduced photodamage compared with FM4-64. The SHG-specific nature of Ap3 allows simultaneous and completely independent imaging of SHG signals and fluorescent signals from various reporter molecules, including markers of cellular organelles and intracellular calcium. Therefore, this SHG-specific dye enables true multimodal two-photon imaging in biological samples. Current dyes for second harmonic generation (SHG) imaging strongly fluoresce, limiting their application. Here the authors develop a SHG-specific dye, Ap3, that partitions into cell membranes, displays sensitivity to membrane potential and has virtually no fluorescence emission at SHG imaging wavelengths.
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Affiliation(s)
- Mutsuo Nuriya
- Department of Pharmacology School of Medicine, Keio University, 35 Shinanomachi, Tokyo 160-8582, Japan.,Graduate School of Environment and Information Sciences, Yokohama National University, Yokohama 240-8501, Japan
| | - Shun Fukushima
- Graduate School of Pure and Applied Sciences and Tsukuba Research Center for Interdisciplinary Materials Science (TIMS), University of Tsukuba, Tsukuba 305-8577, Japan
| | - Atsuya Momotake
- Graduate School of Pure and Applied Sciences and Tsukuba Research Center for Interdisciplinary Materials Science (TIMS), University of Tsukuba, Tsukuba 305-8577, Japan
| | - Takanori Shinotsuka
- Department of Pharmacology School of Medicine, Keio University, 35 Shinanomachi, Tokyo 160-8582, Japan
| | - Masato Yasui
- Department of Pharmacology School of Medicine, Keio University, 35 Shinanomachi, Tokyo 160-8582, Japan
| | - Tatsuo Arai
- Graduate School of Pure and Applied Sciences and Tsukuba Research Center for Interdisciplinary Materials Science (TIMS), University of Tsukuba, Tsukuba 305-8577, Japan
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16
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Moree B, Yin G, Lázaro DF, Munari F, Strohäker T, Giller K, Becker S, Outeiro TF, Zweckstetter M, Salafsky J. Small Molecules Detected by Second-Harmonic Generation Modulate the Conformation of Monomeric α-Synuclein and Reduce Its Aggregation in Cells. J Biol Chem 2015; 290:27582-93. [PMID: 26396193 PMCID: PMC4646010 DOI: 10.1074/jbc.m114.636027] [Citation(s) in RCA: 41] [Impact Index Per Article: 4.1] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/02/2015] [Indexed: 01/02/2023] Open
Abstract
Proteins are structurally dynamic molecules that perform specialized functions through unique conformational changes accessible in physiological environments. An ability to specifically and selectively control protein function via conformational modulation is an important goal for development of novel therapeutics and studies of protein mechanism in biological networks and disease. Here we applied a second-harmonic generation-based technique for studying protein conformation in solution and in real time to the intrinsically disordered, Parkinson disease related protein α-synuclein. From a fragment library, we identified small molecule modulators that bind to monomeric α-synuclein in vitro and significantly reduce α-synuclein aggregation in a neuronal cell culture model. Our results indicate that the conformation of α-synuclein is linked to the aggregation of protein in cells. They also provide support for a therapeutic strategy of targeting specific conformations of the protein to suppress or control its aggregation.
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Affiliation(s)
- Ben Moree
- From Biodesy, Inc., South San Francisco, California 94080
| | - Guowei Yin
- the Max Planck Institute for Biophysical Chemistry, Am Fassberg 11, 37077 Göttingen, Germany
| | - Diana F Lázaro
- the Center for Nanoscale Microscopy and Molecular Physiology of the Brain, University Medical Center, 37075 Göttingen, Germany, the Department of Neurodegeneration and Restorative Research, University Medical Center Göttingen, 37073 Göttingen, Germany, and
| | - Francesca Munari
- the Max Planck Institute for Biophysical Chemistry, Am Fassberg 11, 37077 Göttingen, Germany, the German Center for Neurodegenerative Diseases (DZNE), 37077 Göttingen, Germany
| | - Timo Strohäker
- the Max Planck Institute for Biophysical Chemistry, Am Fassberg 11, 37077 Göttingen, Germany
| | - Karin Giller
- the Max Planck Institute for Biophysical Chemistry, Am Fassberg 11, 37077 Göttingen, Germany
| | - Stefan Becker
- the Max Planck Institute for Biophysical Chemistry, Am Fassberg 11, 37077 Göttingen, Germany
| | - Tiago F Outeiro
- the Center for Nanoscale Microscopy and Molecular Physiology of the Brain, University Medical Center, 37075 Göttingen, Germany, the Department of Neurodegeneration and Restorative Research, University Medical Center Göttingen, 37073 Göttingen, Germany, and
| | - Markus Zweckstetter
- the Max Planck Institute for Biophysical Chemistry, Am Fassberg 11, 37077 Göttingen, Germany, the German Center for Neurodegenerative Diseases (DZNE), 37077 Göttingen, Germany
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17
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18
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Abstract
The quest for ever more selective kinase inhibitors as potential future drugs has yielded a large repertoire of chemical probes that are selective for specific kinase conformations. These probes have been useful tools to obtain structural snapshots of kinase conformational plasticity. Similarly, kinetic and thermodynamic inhibitor binding experiments provide glimpses at the time scales and energetics of conformational interconversions. These experimental insights are complemented by computational predictions of conformational energy landscapes and simulations of conformational transitions and of the process of inhibitors binding to the protein kinase domain. A picture emerges in which highly selective inhibitors capitalize on the dynamic nature of kinases.
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Affiliation(s)
- Michael Tong
- Department
of Pharmacological Sciences, Stony Brook University, Stony Brook, New York 11794, United States
| | - Markus A. Seeliger
- Department
of Pharmacological Sciences, Stony Brook University, Stony Brook, New York 11794, United States
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19
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Derrar SN, Sekkal-Rahal M, Derreumaux P, Springborg M. Theoretical study of the NLO responses of some natural and unnatural amino acids used as probe molecules. J Mol Model 2014; 20:2388. [DOI: 10.1007/s00894-014-2388-0] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/12/2014] [Accepted: 07/21/2014] [Indexed: 11/29/2022]
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20
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Alparone A. Static and dynamic electronic (hyper)polarizabilities of dimethylnaphthalene isomers: characterization of spatial contributions by density analysis. ScientificWorldJournal 2013; 2013:832682. [PMID: 24288508 PMCID: PMC3830888 DOI: 10.1155/2013/832682] [Citation(s) in RCA: 8] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/12/2013] [Accepted: 09/04/2013] [Indexed: 01/11/2023] Open
Abstract
Static and frequency-dependent electronic (hyper)polarizabilities of the dimethylnaphthalene (DMN) isomers were computed in vacuum using the Coulomb-attenuating Density Functional Theory method. The nonlinear optical Second Harmonic Generation (SHG) and Electro-Optical Pockels Effect (EOPE) were investigated at the characteristic Nd:YAG laser wavelength of 1064 nm. The response electric properties especially the longitudinal polarizability, polarizability anisotropy, and first-order hyperpolarizability are significantly affected by the position of the methyl groups. The SHG and EOPE techniques can be potentially useful to discriminate the α,α-DMN isomers (2,6-DMN < 2,7-DMN < 2,3-DMN) as well as the β,β-DMN isomers (1,5-DMN < 1,4-DMN < 1,8-DMN). The (hyper)polarizability differences among the investigated DMNs were elucidated through density analysis calculations. The predicted polarizabilities exhibit good linear relationships with the experimental first-order biomass-normalized rate coefficient, a physicochemical property connected to the rates of biodegradation processes of polycyclic aromatic hydrocarbons.
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Affiliation(s)
- Andrea Alparone
- Department of Chemistry, University of Catania, Viale A. Doria 6, 95125 Catania, Italy
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21
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Alparone A. Evolution of Electric Dipole (Hyper)polarizabilities of β-Strand Polyglycine Single Chains: An ab Initio and DFT Theoretical Study. J Phys Chem A 2013; 117:5184-94. [DOI: 10.1021/jp403155q] [Citation(s) in RCA: 10] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/21/2022]
Affiliation(s)
- Andrea Alparone
- Department of Chemistry, University of Catania, viale A. Doria 6, Catania -95125, Italy
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22
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Probing the orientational distribution of dyes in membranes through multiphoton microscopy. Biophys J 2013; 103:907-17. [PMID: 23009840 DOI: 10.1016/j.bpj.2012.08.003] [Citation(s) in RCA: 25] [Impact Index Per Article: 2.1] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/05/2012] [Revised: 07/23/2012] [Accepted: 08/01/2012] [Indexed: 11/21/2022] Open
Abstract
Numerous dyes are available or under development for probing the structural and functional properties of biological membranes. Exogenous chromophores adopt a range of orientations when bound to membranes, which have a drastic effect on their biophysical behavior. Here, we present a method that employs optical anisotropy data from three polarization-imaging techniques to establish the distribution of orientations adopted by molecules in monolayers and bilayers. The resulting probability density functions, which contain the preferred molecular tilt μ and distribution breadth γ, are more informative than an average tilt angle [φ]. We describe a methodology for the extraction of anisotropy data through an image-processing technology that decreases the error in polarization measurements by about a factor of four. We use this technique to compare di-4-ANEPPS and di-8-ANEPPS, both dipolar dyes, using data from polarized 1-photon, 2-photon fluorescence and second-harmonic generation imaging. We find that di-8-ANEPPS has a lower tilt but the same distributional width. We find the distribution of tilts taken by di-4-ANEPPS in two phospholipid membrane models: giant unilamellar vesicles and water-in-oil droplet monolayers. Both models result in similar distribution functions with average tilts of 52° and 47°, respectively.
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23
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Alparone A. The effect of secondary structures on the NLO properties of single chain oligopeptides: a comparison between β-strand and α-helix polyglycines. Phys Chem Chem Phys 2013; 15:12958-62. [DOI: 10.1039/c3cp51496j] [Citation(s) in RCA: 12] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/21/2022]
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24
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Yano YF. Kinetics of protein unfolding at interfaces. JOURNAL OF PHYSICS. CONDENSED MATTER : AN INSTITUTE OF PHYSICS JOURNAL 2012; 24:503101. [PMID: 23164927 DOI: 10.1088/0953-8984/24/50/503101] [Citation(s) in RCA: 69] [Impact Index Per Article: 5.3] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 06/01/2023]
Abstract
The conformation of protein molecules is determined by a balance of various forces, including van der Waals attraction, electrostatic interaction, hydrogen bonding, and conformational entropy. When protein molecules encounter an interface, they are often adsorbed on the interface. The conformation of an adsorbed protein molecule strongly depends on the interaction between the protein and the interface. Recent time-resolved investigations have revealed that protein conformation changes during the adsorption process due to the protein-protein interaction increasing with increasing interface coverage. External conditions also affect the protein conformation. This review considers recent dynamic observations of protein adsorption at various interfaces and their implications for the kinetics of protein unfolding at interfaces.
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Affiliation(s)
- Yohko F Yano
- Department of Physics, Kinki University, Higashiosaka City, Osaka, Japan.
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25
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Holinga GJ, York RL, Onorato RM, Thompson CM, Webb NE, Yoon AP, Somorjai GA. An SFG Study of Interfacial Amino Acids at the Hydrophilic SiO2 and Hydrophobic Deuterated Polystyrene Surfaces. J Am Chem Soc 2011; 133:6243-53. [DOI: 10.1021/ja1101954] [Citation(s) in RCA: 43] [Impact Index Per Article: 3.1] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/13/2022]
Affiliation(s)
- George J. Holinga
- Department of Chemistry, University of California, Berkeley, Berkeley, California 94720, United States, and Materials Science Division, Lawrence Berkeley National Laboratories, Berkeley, California 94720, United States
| | - Roger L. York
- Department of Chemistry, University of California, Berkeley, Berkeley, California 94720, United States, and Materials Science Division, Lawrence Berkeley National Laboratories, Berkeley, California 94720, United States
| | - Robert M. Onorato
- Department of Chemistry, University of California, Berkeley, Berkeley, California 94720, United States, and Materials Science Division, Lawrence Berkeley National Laboratories, Berkeley, California 94720, United States
| | - Christopher M. Thompson
- Department of Chemistry, University of California, Berkeley, Berkeley, California 94720, United States, and Materials Science Division, Lawrence Berkeley National Laboratories, Berkeley, California 94720, United States
| | - Nic E. Webb
- Department of Chemistry, University of California, Berkeley, Berkeley, California 94720, United States, and Materials Science Division, Lawrence Berkeley National Laboratories, Berkeley, California 94720, United States
| | - Alfred P. Yoon
- Department of Chemistry, University of California, Berkeley, Berkeley, California 94720, United States, and Materials Science Division, Lawrence Berkeley National Laboratories, Berkeley, California 94720, United States
| | - Gabor A. Somorjai
- Department of Chemistry, University of California, Berkeley, Berkeley, California 94720, United States, and Materials Science Division, Lawrence Berkeley National Laboratories, Berkeley, California 94720, United States
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26
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Biedermann S, Woods DC. Optimal designs for generalized non-linear models with application to second-harmonic generation experiments. J R Stat Soc Ser C Appl Stat 2011. [DOI: 10.1111/j.1467-9876.2010.00749.x] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/30/2022]
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27
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Preparation and characterization of optical property of crosslinkable film of chitosan with 2-thiophenecarboxaldehyde. Carbohydr Polym 2010. [DOI: 10.1016/j.carbpol.2009.12.033] [Citation(s) in RCA: 30] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/19/2022]
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28
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Jena KC, Hore DK. Water structure at solid surfaces and its implications for biomolecule adsorption. Phys Chem Chem Phys 2010; 12:14383-404. [DOI: 10.1039/c0cp00260g] [Citation(s) in RCA: 56] [Impact Index Per Article: 3.7] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/21/2022]
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29
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Reeve JE, Anderson HL, Clays K. Dyes for biological second harmonic generation imaging. Phys Chem Chem Phys 2010; 12:13484-98. [DOI: 10.1039/c003720f] [Citation(s) in RCA: 96] [Impact Index Per Article: 6.4] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/21/2022]
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30
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Kumar S, Nigam N, Ghosh T, Dutta PK, Yadav RS, Pandey AC. Preparation, characterization, and optical properties of a chitosan-anthraldehyde crosslinkable film. J Appl Polym Sci 2009. [DOI: 10.1002/app.31385] [Citation(s) in RCA: 38] [Impact Index Per Article: 2.4] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/05/2022]
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31
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Salafsky JS, Cohen B. A Second-Harmonic-Active Unnatural Amino Acid as a Structural Probe of Biomolecules on Surfaces. J Phys Chem B 2008; 112:15103-7. [DOI: 10.1021/jp803703m] [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]
Affiliation(s)
- Joshua S. Salafsky
- Biodesy, LLC, Burlingame, California 94010, and Biological Nanostructures Facility, The Molecular Foundry, Lawrence Berkeley Laboratory, Berkeley, California 94720
| | - Bruce Cohen
- Biodesy, LLC, Burlingame, California 94010, and Biological Nanostructures Facility, The Molecular Foundry, Lawrence Berkeley Laboratory, Berkeley, California 94720
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