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Houghton MC, Kashanian SV, Derrien TL, Masuda K, Vollmer F. Whispering-Gallery Mode Optoplasmonic Microcavities: From Advanced Single-Molecule Sensors and Microlasers to Applications in Synthetic Biology. ACS PHOTONICS 2024; 11:892-903. [PMID: 38523742 PMCID: PMC10958601 DOI: 10.1021/acsphotonics.3c01570] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Figures] [Subscribe] [Scholar Register] [Received: 10/31/2023] [Revised: 01/15/2024] [Accepted: 01/17/2024] [Indexed: 03/26/2024]
Abstract
Optical microcavities, specifically, whispering-gallery mode (WGM) microcavities, with their remarkable sensitivity to environmental changes, have been extensively employed as biosensors, enabling the detection of a wide range of biomolecules and nanoparticles. To push the limits of detection down to the most sensitive single-molecule level, plasmonic nanorods are strategically introduced to enhance the evanescent fields of WGM microcavities. This advancement of optoplasmonic WGM sensors allows for the detection of single molecules of a protein, conformational changes, and even atomic ions, marking significant contributions in single-molecule sensing. This Perspective discusses the exciting research prospects in optoplasmonic WGM sensing of single molecules, including the study of enzyme thermodynamics and kinetics, the emergence of thermo-optoplasmonic sensing, the ultrasensitive single-molecule sensing on WGM microlasers, and applications in synthetic biology.
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Affiliation(s)
- Matthew C. Houghton
- Department
of Physics and Astronomy, University of
Exeter, Exeter
Devon EX4 4QL, United Kingdom
- Department
of Life Sciences, University of Bath, Bath BA2 7AX, United Kingdom
| | - Samir Vartabi Kashanian
- Department
of Physics and Astronomy, University of
Exeter, Exeter
Devon EX4 4QL, United Kingdom
| | - Thomas L. Derrien
- Department
of Physics and Astronomy, University of
Exeter, Exeter
Devon EX4 4QL, United Kingdom
| | - Koji Masuda
- Department
of Physics and Astronomy, University of
Exeter, Exeter
Devon EX4 4QL, United Kingdom
| | - Frank Vollmer
- Department
of Physics and Astronomy, University of
Exeter, Exeter
Devon EX4 4QL, United Kingdom
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2
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de Athayde Moncorvo Collado A, Socías SB, González-Lizárraga F, Ploper D, Vera Pingitore E, Chehín RN, Chaves S. Magnetic amyloid-based biocatalyst for the hydrolysis of urea. Food Chem 2024; 433:136830. [PMID: 37683486 DOI: 10.1016/j.foodchem.2023.136830] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/08/2023] [Revised: 06/19/2023] [Accepted: 07/05/2023] [Indexed: 09/10/2023]
Abstract
The presence of urea in wines and other alcoholic beverages represents a critical problem since it can chemically react with ethanol, which leads to the formation of ethyl carbamate, a carcinogenic agent according to the World Health Organization. Here we report the creation of a biocatalyst for the hydrolysis of urea, which could potentially be used before bottling alcoholic drinks. For this, the effective surface area of streptavidin-labeled magnetic microparticles was amplified by functionalization with biotin-labeled hen egg lysozyme amyloid fibers. Subsequently, by using copper and hydrogen peroxide induced cross-linking of unmodified proteins (CHICUP), soybean urease was immobilized to the fibers. This gave rise to a magnetic biocatalyst with remarkable urease activity, which was maintained even after 10 reuses. We propose that this strategy could be used as a platform for immobilizing other molecules to design and develop a myriad of biocatalysts for the food industry.
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Affiliation(s)
- A de Athayde Moncorvo Collado
- Instituto de Medicina Molecular y Celular Aplicada, Universidad Nacional de Tucumán-Consejo Nacional de Investigación Científicas y Técnicas- Sistema Provincial de Salud (UNT-CONICET-SIPROSA), Pasaje Manuel Dorrego, 1080. CP 4000. Tucumán, Argentina; Instituto Superior de Investigaciones Biológicas (INSIBIO, CONICET-UNT). Instituto de Química Biológica "Dr. Bernabé Bloj", Facultad de Bioquímica, Química y Farmacia, UNT, Batalla de Chacabuco 461, CP 4000 Tucumán, Argentina.
| | - S B Socías
- Instituto de Medicina Molecular y Celular Aplicada, Universidad Nacional de Tucumán-Consejo Nacional de Investigación Científicas y Técnicas- Sistema Provincial de Salud (UNT-CONICET-SIPROSA), Pasaje Manuel Dorrego, 1080. CP 4000. Tucumán, Argentina.
| | - F González-Lizárraga
- Instituto de Medicina Molecular y Celular Aplicada, Universidad Nacional de Tucumán-Consejo Nacional de Investigación Científicas y Técnicas- Sistema Provincial de Salud (UNT-CONICET-SIPROSA), Pasaje Manuel Dorrego, 1080. CP 4000. Tucumán, Argentina.
| | - D Ploper
- Instituto de Medicina Molecular y Celular Aplicada, Universidad Nacional de Tucumán-Consejo Nacional de Investigación Científicas y Técnicas- Sistema Provincial de Salud (UNT-CONICET-SIPROSA), Pasaje Manuel Dorrego, 1080. CP 4000. Tucumán, Argentina.
| | - E Vera Pingitore
- Instituto de Medicina Molecular y Celular Aplicada, Universidad Nacional de Tucumán-Consejo Nacional de Investigación Científicas y Técnicas- Sistema Provincial de Salud (UNT-CONICET-SIPROSA), Pasaje Manuel Dorrego, 1080. CP 4000. Tucumán, Argentina.
| | - R N Chehín
- Instituto de Medicina Molecular y Celular Aplicada, Universidad Nacional de Tucumán-Consejo Nacional de Investigación Científicas y Técnicas- Sistema Provincial de Salud (UNT-CONICET-SIPROSA), Pasaje Manuel Dorrego, 1080. CP 4000. Tucumán, Argentina; Instituto Superior de Investigaciones Biológicas (INSIBIO, CONICET-UNT). Instituto de Química Biológica "Dr. Bernabé Bloj", Facultad de Bioquímica, Química y Farmacia, UNT, Batalla de Chacabuco 461, CP 4000 Tucumán, Argentina.
| | - S Chaves
- Instituto de Medicina Molecular y Celular Aplicada, Universidad Nacional de Tucumán-Consejo Nacional de Investigación Científicas y Técnicas- Sistema Provincial de Salud (UNT-CONICET-SIPROSA), Pasaje Manuel Dorrego, 1080. CP 4000. Tucumán, Argentina.
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Abstract
Protein folding is crucial for biological activity. Proteins' failure to fold correctly underlies various pathological processes, including amyloidosis, the aggregation of insoluble proteins (e.g., lysozymes) in organs. The exact conditions that trigger the structural transition of amyloids into β-sheet-rich aggregates are poorly understood, as is the case for the amyloidogenic self-assembly pathway. Ultrasound is routinely used to destabilize a protein's structure and enhance amyloid growth. Here, we report on an unexpected ultrasound effect on lysozyme amyloid species at different stages of aggregation: ultrasound-induced structural perturbation gives rise to nonamyloidogenic folds. Our infrared and X-ray analyses of the chemical, mechanical, and thermal effects of sound on lysozyme's structure found, in addition to the expected ultrasound-induced damage, evidence of irreversible disruption of the β-sheet fold of fibrillar lysozyme resulting in their structural transformation into monomers with no β-sheets. This structural transition is reflected in changes in the kinetics of protein self-assembly, namely, either prolonged nucleation or accelerated fibril growth. Using solution X-ray scattering, we determined the structure, the mass fraction of lysozyme monomer, and the morphology of its filamentous assemblies formed under different sound parameters. A nanomechanical analysis of ultrasound-modified protein assemblies revealed a correlation between the β-sheet content and elastic modulus of the protein material. Suppressing one of the ultrasound-derived effects allowed us to control the structural transformations of lysozyme. Overall, our comprehensive investigation establishes the boundary conditions under which ultrasound damages protein structure and fold. This knowledge can be utilized to impose medically desirable structural modifications on amyloid β-sheet-rich proteins.
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Oliveira RJD. Coordinate-Dependent Drift-Diffusion Reveals the Kinetic Intermediate Traps of Top7-Based Proteins. J Phys Chem B 2022; 126:10854-10869. [PMID: 36519977 DOI: 10.1021/acs.jpcb.2c07031] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/23/2022]
Abstract
The computer-designed Top7 served as a scaffold to produce immunoreactive proteins by grafting of the 2F5 HIV-1 antibody epitope (Top7-2F5) followed by biotinylation (Top7-2F5-biotin). The resulting nonimmunoglobulin affinity proteins were effective in inducing and detecting the HIV-1 antibody. However, the grafted Top7-2F5 design led to protein aggregation, as opposed to the soluble biotinylated Top7-2F5-biotin. The structure-based model predicted that the thermodynamic cooperativity of Top7 increases after grafting and biotin-labeling, reducing their intermediate state populations. In this work, the folding kinetic traps that might contribute to the aggregation propensity are investigated by the diffusion theory. Since the engineered proteins have similar sequence and structural homology, they served as protein models to study the kinetic intermediate traps that were uncovered by characterizing the position-dependent drift-velocity (v(Q)) and the diffusion (D(Q)) coefficients. These coordinate-dependent coefficients were taken into account to obtain the folding and transition path times over the free energy transition states containing the intermediate kinetic traps. This analysis may be useful to predict the aggregated kinetic traps of scaffold-epitope proteins that might compose novel diagnostic and therapeutic platforms.
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Affiliation(s)
- Ronaldo Junio de Oliveira
- Laboratório de Biofísica Teórica, Departamento de Física, Instituto de Ciências Exatas, Naturais e Educação, Universidade Federal do Triângulo Mineiro, Uberaba, MG38064-200, Brazil
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5
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Phenylalanine and indole effects on the pathogenicity of human lysozyme amorphous aggregates. Enzyme Microb Technol 2022; 158:110036. [DOI: 10.1016/j.enzmictec.2022.110036] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/11/2021] [Revised: 03/20/2022] [Accepted: 03/24/2022] [Indexed: 11/20/2022]
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Coêlho DF, Ferraz MVF, Marques ETA, Lins RD, Viana IFT. The influence of biotinylation on the ability of a computer designed protein to detect B-cells producing anti-HIV-1 2F5 antibodies. J Mol Graph Model 2019; 93:107442. [PMID: 31479948 DOI: 10.1016/j.jmgm.2019.107442] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/25/2019] [Revised: 08/22/2019] [Accepted: 08/26/2019] [Indexed: 12/14/2022]
Abstract
Antibodies against the HIV-1 2F5 epitope are known as one of the most powerful and broadly protective anti-HIV antibodies. Therefore, vaccine strategies that include the 2F5 epitope in their formulation require a robust method to detect specific anti-2F5 antibody production by B cells. Towards this goal, we have biotinylated a previously reported computer-designed protein carrying the HIV-1 2F5 epitope aiming the further development of a platform to detect human B-cells expressing anti-2F5 antibodies through flow cytometry. Biophysical and immunological properties of our devised protein were characterized by computer simulation and experimental methods. Biotinylation did not affect folding and improved protein stability and solubility. The biotinylated protein exhibited similar binding affinity trends compared to its unbiotinylated counterpart and was recognized by anti-HIV-1 2F5 antibodies expressed on the surface of patient-derived peripheral blood mononuclear cells. Moreover, we present a high affinity marker for the identification of epitope-specific B cells that can be used to measure the efficacy of vaccine strategies based on the HIV-1 envelope protein.
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Affiliation(s)
- Danilo F Coêlho
- Aggeu Magalhães Institute, Oswaldo Cruz Foundation, Recife, PE, 50670-465, Brazil; Department of Fundamental Chemistry, Federal University of Pernambuco, Recife, PE, 50740-540, Brazil
| | - Matheus V F Ferraz
- Aggeu Magalhães Institute, Oswaldo Cruz Foundation, Recife, PE, 50670-465, Brazil; Department of Fundamental Chemistry, Federal University of Pernambuco, Recife, PE, 50740-540, Brazil
| | - Ernesto T A Marques
- Aggeu Magalhães Institute, Oswaldo Cruz Foundation, Recife, PE, 50670-465, Brazil; Department of Infectious Diseases and Microbiology, University of Pittsburgh, Pittsburgh, PA, 15261, USA
| | - Roberto D Lins
- Aggeu Magalhães Institute, Oswaldo Cruz Foundation, Recife, PE, 50670-465, Brazil; Department of Fundamental Chemistry, Federal University of Pernambuco, Recife, PE, 50740-540, Brazil.
| | - Isabelle F T Viana
- Aggeu Magalhães Institute, Oswaldo Cruz Foundation, Recife, PE, 50670-465, Brazil.
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Charoenpattarapreeda J, Tan YS, Iegre J, Walsh SJ, Fowler E, Eapen RS, Wu Y, Sore HF, Verma CS, Itzhaki L, Spring DR. Targeted covalent inhibitors of MDM2 using electrophile-bearing stapled peptides. Chem Commun (Camb) 2019; 55:7914-7917. [PMID: 31225847 DOI: 10.1039/c9cc04022f] [Citation(s) in RCA: 19] [Impact Index Per Article: 3.8] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/11/2022]
Abstract
Herein, we describe the development of a novel staple with an electrophilic warhead to enable the generation of stapled peptide covalent inhibitors of the p53-MDM2 protein-protein interaction (PPI). The peptide developed showed complete and selective covalent binding resulting in potent inhibition of p53-MDM2 PPI.
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Affiliation(s)
| | - Yaw Sing Tan
- Bioinformatics Institute, Agency for Science, Technology and Research (A*STAR), 30 Biopolis Street, #07-01 Matrix, Singapore 138671, Singapore
| | - Jessica Iegre
- Department of Chemistry, University of Cambridge, Lensfield Road, CB2 1EW, Cambridge, UK.
| | - Stephen J Walsh
- Department of Chemistry, University of Cambridge, Lensfield Road, CB2 1EW, Cambridge, UK.
| | - Elaine Fowler
- Department of Chemistry, University of Cambridge, Lensfield Road, CB2 1EW, Cambridge, UK.
| | - Rohan S Eapen
- Department of Pharmacology, University of Cambridge, Tennis Court Road, Cambridge CB2 1PD, UK
| | - Yuteng Wu
- Department of Chemistry, University of Cambridge, Lensfield Road, CB2 1EW, Cambridge, UK.
| | - Hannah F Sore
- Department of Chemistry, University of Cambridge, Lensfield Road, CB2 1EW, Cambridge, UK.
| | - Chandra S Verma
- Bioinformatics Institute, Agency for Science, Technology and Research (A*STAR), 30 Biopolis Street, #07-01 Matrix, Singapore 138671, Singapore and Department of Biological Sciences, National University of Singapore, 14 Science Drive 4, Singapore 117543, Singapore and School of Biological Sciences, Nanyang Technological University, 60 Nanyang Drive, Singapore 673551, Singapore
| | - Laura Itzhaki
- Department of Pharmacology, University of Cambridge, Tennis Court Road, Cambridge CB2 1PD, UK
| | - David R Spring
- Department of Chemistry, University of Cambridge, Lensfield Road, CB2 1EW, Cambridge, UK.
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8
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Bräuer M, Zich MT, Önder K, Müller N. The influence of commonly used tags on structural propensities and internal dynamics of peptides. MONATSHEFTE FUR CHEMIE 2019. [DOI: 10.1007/s00706-019-02401-x] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 01/09/2023]
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9
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Chandel TI, Masroor A, Siddiqi MK, Siddique IA, Jahan I, Ali M, Nayeem SM, Uversky VN, Khan RH. Molecular basis of the inhibition and disaggregation of thermally-induced amyloid fibrils of human serum albumin by an anti-Parkinson's drug, benserazide hydrochloride. J Mol Liq 2019. [DOI: 10.1016/j.molliq.2018.12.127] [Citation(s) in RCA: 17] [Impact Index Per Article: 3.4] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/27/2023]
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10
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Griffin JWD, Bradshaw PC. In silico prediction of novel residues involved in amyloid primary nucleation of human I56T and D67H lysozyme. BMC STRUCTURAL BIOLOGY 2018; 18:9. [PMID: 30029603 PMCID: PMC6053722 DOI: 10.1186/s12900-018-0088-1] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 04/11/2018] [Accepted: 07/09/2018] [Indexed: 11/30/2022]
Abstract
Background Amyloidogenic proteins are most often associated with neurodegenerative diseases such as Alzheimer’s disease, Parkinson’s disease, and Huntington’s disease, but there are more than two dozen human proteins known to form amyloid fibrils associated with disease. Lysozyme is an antimicrobial protein that is used as a general model to study amyloid fibril formation. Studies aimed at elucidating the process of amyloid formation of lysozyme tend to focus on partial unfolding of the native state due to the relative instability of mutant amyloidogenic variants. While this is well supported, the data presented here suggest the native structure of the variants may also play a role in primary nucleation. Results Three-dimensional structural analysis identified lysozyme residues 21, 62, 104, and 122 as displaced in both amyloidogenic variants compared to wild type lysozyme. Residue interaction network (RIN) analysis found greater clustering of residues 112–117 in amyloidogenic variants of lysozyme compared to wild type. An analysis of the most energetically favored predicted dimers and trimers provided further evidence for a role for residues 21, 62, 104, 122, and 112–117 in amyloid formation. Conclusions This study used lysozyme as a model to demonstrate the utility of combining 3D structural analysis with RIN analysis for studying the general process of amyloidogenesis. Results indicated that binding of two or more amyloidogenic lysozyme mutants may be involved in amyloid nucleation by placing key residues (21, 62, 104, 122, and 112–117) in proximity before partial unfolding occurs. Identifying residues in the native state that may be involved in amyloid formation could provide novel drug targets to prevent a range of amyloidoses.
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Affiliation(s)
- Jeddidiah W D Griffin
- Department of Biomedical Sciences, Quillen College of Medicine, East Tennessee State University, Johnson City, TN, 37614, USA.
| | - Patrick C Bradshaw
- Department of Biomedical Sciences, Quillen College of Medicine, East Tennessee State University, Johnson City, TN, 37614, USA
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11
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Nusrat S, Zaman M, Masroor A, Siddqi MK, Zaidi N, Neelofar K, Abdelhameed AS, Khan RH. Deciphering the enhanced inhibitory, disaggregating and cytoprotective potential of promethazine towards amyloid fibrillation. Int J Biol Macromol 2018; 106:851-863. [DOI: 10.1016/j.ijbiomac.2017.08.081] [Citation(s) in RCA: 10] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/05/2017] [Revised: 08/12/2017] [Accepted: 08/13/2017] [Indexed: 11/26/2022]
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12
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Application of Lysine-specific Labeling to Detect Transient Interactions Present During Human Lysozyme Amyloid Fibril Formation. Sci Rep 2017; 7:15018. [PMID: 29101328 PMCID: PMC5670245 DOI: 10.1038/s41598-017-14739-5] [Citation(s) in RCA: 5] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/12/2017] [Accepted: 10/16/2017] [Indexed: 11/08/2022] Open
Abstract
Populating transient and partially unfolded species is a crucial step in the formation and accumulation of amyloid fibrils formed from pathogenic variants of human lysozyme linked with a rare but fatal hereditary systemic amyloidosis. The partially unfolded species possess an unstructured β-domain and C-helix with the rest of the α-domain remaining native-like. Here we use paramagnetic relaxation enhancement (PRE) measured by NMR spectroscopy to study the transient intermolecular interactions between such intermediate species. Nitroxide spin labels, introduced specifically at three individual lysine residues, generate distinct PRE profiles, indicating the presence of intermolecular interactions between residues within the unfolded β-domain. This study describes the applicability to PRE NMR measurements of selective lysine labeling, at different sites within a protein, as an alternative to the introduction of spin labels via engineered cysteine residues. These results reveal the importance of the β-sheet region of lysozyme for initiating self-assembly into amyloid fibrils.
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13
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Nusrat S, Zaidi N, Siddiqi MK, Zaman M, Siddique IA, Ajmal MR, Abdelhameed AS, Khan RH. Anti-Parkinsonian L-Dopa can also act as anti-systemic amyloidosis—A mechanistic exploration. Int J Biol Macromol 2017; 99:630-640. [DOI: 10.1016/j.ijbiomac.2017.03.028] [Citation(s) in RCA: 11] [Impact Index Per Article: 1.6] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/28/2017] [Revised: 03/05/2017] [Accepted: 03/06/2017] [Indexed: 01/15/2023]
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Kaminski CF, Kaminski Schierle GS. Probing amyloid protein aggregation with optical superresolution methods: from the test tube to models of disease. NEUROPHOTONICS 2016; 3:041807. [PMID: 27413767 PMCID: PMC4925874 DOI: 10.1117/1.nph.3.4.041807] [Citation(s) in RCA: 29] [Impact Index Per Article: 3.6] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 03/17/2016] [Accepted: 06/13/2016] [Indexed: 05/02/2023]
Abstract
The misfolding and self-assembly of intrinsically disordered proteins into insoluble amyloid structures are central to many neurodegenerative diseases such as Alzheimer's and Parkinson's diseases. Optical imaging of this self-assembly process in vitro and in cells is revolutionizing our understanding of the molecular mechanisms behind these devastating conditions. In contrast to conventional biophysical methods, optical imaging and, in particular, optical superresolution imaging, permits the dynamic investigation of the molecular self-assembly process in vitro and in cells, at molecular-level resolution. In this article, current state-of-the-art imaging methods are reviewed and discussed in the context of research into neurodegeneration.
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Affiliation(s)
- Clemens F. Kaminski
- University of Cambridge, Department of Chemical Engineering and Biotechnology, Pembroke Street, Cambridge CB2 3RA, United Kingdom
- Address all correspondence to: Clemens F. Kaminski, E-mail:
| | - Gabriele S. Kaminski Schierle
- University of Cambridge, Department of Chemical Engineering and Biotechnology, Pembroke Street, Cambridge CB2 3RA, United Kingdom
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15
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Laine RF, Kaminski Schierle GS, van de Linde S, Kaminski CF. From single-molecule spectroscopy to super-resolution imaging of the neuron: a review. Methods Appl Fluoresc 2016; 4:022004. [PMID: 28809165 PMCID: PMC5390958 DOI: 10.1088/2050-6120/4/2/022004] [Citation(s) in RCA: 18] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/24/2016] [Revised: 05/09/2016] [Accepted: 05/19/2016] [Indexed: 12/03/2022]
Abstract
For more than 20 years, single-molecule spectroscopy has been providing invaluable insights into nature at the molecular level. The field has received a powerful boost with the development of the technique into super-resolution imaging methods, ca. 10 years ago, which overcome the limitations imposed by optical diffraction. Today, single molecule super-resolution imaging is routinely used in the study of macromolecular function and structure in the cell. Concomitantly, computational methods have been developed that provide information on numbers and positions of molecules at the nanometer-scale. In this overview, we outline the technical developments that have led to the emergence of localization microscopy techniques from single-molecule spectroscopy. We then provide a comprehensive review on the application of the technique in the field of neuroscience research.
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Affiliation(s)
- Romain F Laine
- Laser Analytics Group, Department of Chemical Engineering and Biotechnology, Cambridge University, Pembroke Street, Cambridge, CB2 3RA, UK
| | - Gabriele S Kaminski Schierle
- Laser Analytics Group, Department of Chemical Engineering and Biotechnology, Cambridge University, Pembroke Street, Cambridge, CB2 3RA, UK
| | - Sebastian van de Linde
- Department of Biotechnology and Biophysics, Julius-Maximilians-University, Am Hubland, D-97074 Würzburg, Germany
| | - Clemens F Kaminski
- Laser Analytics Group, Department of Chemical Engineering and Biotechnology, Cambridge University, Pembroke Street, Cambridge, CB2 3RA, UK
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16
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Schierle GSK, Michel CH, Gasparini L. Advanced imaging of tau pathology in Alzheimer Disease: New perspectives from super resolution microscopy and label-free nanoscopy. Microsc Res Tech 2016; 79:677-83. [DOI: 10.1002/jemt.22698] [Citation(s) in RCA: 11] [Impact Index Per Article: 1.4] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/05/2016] [Accepted: 05/19/2016] [Indexed: 01/20/2023]
Affiliation(s)
- Gabriele S. Kaminski Schierle
- Department of Chemical Engineering and Biotechnology; Pembroke Street, University of Cambridge; Cambridge CB2 3RA United Kingdom
| | - Claire H. Michel
- Department of Chemical Engineering and Biotechnology; Pembroke Street, University of Cambridge; Cambridge CB2 3RA United Kingdom
| | - Laura Gasparini
- Department of Neuroscience and Brain Technologies; Istituto Italiano di Tecnologia; Via Morego 30 Genova Italy
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17
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Vasilescu A, Purcarea C, Popa E, Zamfir M, Mihai I, Litescu S, David S, Gaspar S, Gheorghiu M, Jean-Louis Marty. Versatile SPR aptasensor for detection of lysozyme dimer in oligomeric and aggregated mixtures. Biosens Bioelectron 2016; 83:353-60. [PMID: 27135941 DOI: 10.1016/j.bios.2016.04.080] [Citation(s) in RCA: 12] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Key Words] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/26/2016] [Revised: 04/13/2016] [Accepted: 04/23/2016] [Indexed: 12/16/2022]
Abstract
A Surface Plasmon Resonance (SPR) sensor for the quantitation of lysozyme dimer in monomer-dimer mixtures, reaching a detection limit of 1.4nM dimer, has been developed. The sensor is based on an aptamer which, although developed for the monomeric form, binds also the dimeric form but with a strikingly different kinetics. The aptasensor was calibrated using a dimer obtained by cross-linking. Sensorgrams acquired with the aptasensor in monomer-dimer mixtures were analysed using Principal Components Analysis and Multiple Regression to establish correlations with the dimer content in the mixtures. The method allows the detection of 0.1-1% dimer in monomer solutions without any separation. As an application, the aptasensor was used to qualitatively observe the initial stages of aggregation of lysozyme solutions at 60°C and pH 2, through the variations in lysozyme dimer amounts. Several other methods were used to characterize the lysozyme dimer obtained by cross-linking and confirm the SPR results. This work highlights the versatility of the aptasensor, which can be used, by simply tuning the experimental conditions, for the sensitive detection of either the monomer or the dimer and for the observation of the aggregation process of lysozyme.
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Affiliation(s)
- Alina Vasilescu
- International Centre of Biodynamics, 1 B Intrarea Portocalelor, 060101 Bucharest, Romania.
| | - Cristina Purcarea
- Institute of Biology of the Romanian Academy, 296 Splaiul Independentei, 060031 Bucharest, Romania
| | - Elena Popa
- Institute of Biology of the Romanian Academy, 296 Splaiul Independentei, 060031 Bucharest, Romania
| | - Medana Zamfir
- Institute of Biology of the Romanian Academy, 296 Splaiul Independentei, 060031 Bucharest, Romania
| | - Iuliana Mihai
- University of Bucharest, Faculty of Chemistry, Department of Analytical Chemistry, 4-12 Blvd. Regina Elisabeta, 030018 Bucharest, Romania
| | - Simona Litescu
- National Institute for Research and Development in Biological Sciences, Bioanalysis Center, 296 Splaiul Independentei, Bucharest, Romania
| | - Sorin David
- International Centre of Biodynamics, 1 B Intrarea Portocalelor, 060101 Bucharest, Romania
| | - Szilveszter Gaspar
- International Centre of Biodynamics, 1 B Intrarea Portocalelor, 060101 Bucharest, Romania
| | - Mihaela Gheorghiu
- International Centre of Biodynamics, 1 B Intrarea Portocalelor, 060101 Bucharest, Romania
| | - Jean-Louis Marty
- BAE: Biocapteurs-Analyses-Environnement, Universite de Perpignan Via Domitia, 52 Avenue Paul Alduy, Perpignan Cedex 66860, France.
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When one plus one does not equal two: fluorescence anisotropy in aggregates and multiply labeled proteins. Biophys J 2014; 106:1457-66. [PMID: 24703307 DOI: 10.1016/j.bpj.2014.02.020] [Citation(s) in RCA: 28] [Impact Index Per Article: 2.8] [Reference Citation Analysis] [Abstract] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/18/2013] [Revised: 02/13/2014] [Accepted: 02/25/2014] [Indexed: 12/11/2022] Open
Abstract
The behavior of fluorescence anisotropy and polarization in systems with multiple dyes is well known. Homo-FRET and its consequent energy migration cause the fluorescence anisotropy to decrease as the number of like fluorophores within energy transfer distance increases. This behavior is well understood when all subunits within a cluster are saturated with fluorophores. However, incomplete labeling as might occur from a mixture of endogenous and labeled monomer units, incomplete saturation of binding sites, or photobleaching produces stochastic mixtures. Models in widespread and longstanding use that describe these mixtures apply an assumption of equal fluorescence efficiency for all sites first stated by Weber and Daniel in 1966. The assumption states that fluorophores have the same brightness when free in solution as they do in close proximity to each other in a cluster. The assumption simplifies descriptions of anisotropy trends as the fractional labeling of the cluster changes. However, fluorophores in close proximity often exhibit nonadditivity due to such things as self-quenching behavior or exciplex formation. Therefore, the anisotropy of stochastic mixtures of fluorophore clusters of a particular size will depend on the behavior of those fluorophores in clusters. We present analytical expressions for fractionally labeled clusters exhibiting a range of behaviors, and experimental results from two systems: an assembled tetrameric cluster of fluorescent proteins and stochastically labeled bovine serum albumin containing up to 24 fluorophores. The experimental results indicate that clustered species do not follow the assumption of equal fluorescence efficiency in the systems studied with clustered fluorophores showing reduced fluorescence intensity. Application of the assumption of equal fluorescence efficiency will underpredict anisotropy and consequently underestimate cluster size in these two cases. The theoretical results indicate that careful selection of the fractional labeling in strongly quenched systems will enhance opportunities to determine cluster sizes, making accessible larger clusters than are currently considered possible.
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Stability of lysozyme in aqueous extremolyte solutions during heat shock and accelerated thermal conditions. PLoS One 2014; 9:e86244. [PMID: 24465983 PMCID: PMC3900503 DOI: 10.1371/journal.pone.0086244] [Citation(s) in RCA: 25] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/09/2013] [Accepted: 12/10/2013] [Indexed: 11/19/2022] Open
Abstract
The purpose of this study was to investigate the stability of lysozyme in aqueous solutions in the presence of various extremolytes (betaine, hydroxyectoine, trehalose, ectoine, and firoin) under different stress conditions. The stability of lysozyme was determined by Nile red Fluorescence Spectroscopy and a bioactivity assay. During heat shock (10 min at 70°C), betaine, trehalose, ectoin and firoin protected lysozyme against inactivation while hydroxyectoine, did not have a significant effect. During accelerated thermal conditions (4 weeks at 55°C), firoin also acted as a stabilizer. In contrast, betaine, hydroxyectoine, trehalose and ectoine destabilized lysozyme under this condition. These findings surprisingly indicate that some extremolytes can stabilize a protein under certain stress conditions but destabilize the same protein under other stress conditions. Therefore it is suggested that for the screening extremolytes to be used for protein stabilization, an appropriate storage conditions should also be taken into account.
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Erdelyi M, Rees E, Metcalf D, Schierle GSK, Dudas L, Sinko J, Knight AE, Kaminski CF. Correcting chromatic offset in multicolor super-resolution localization microscopy. OPTICS EXPRESS 2013; 21:10978-88. [PMID: 23669954 DOI: 10.1364/oe.21.010978] [Citation(s) in RCA: 33] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 05/24/2023]
Abstract
Localization based super-resolution microscopy techniques require precise drift correction methods because the achieved spatial resolution is close to both the mechanical and optical performance limits of modern light microscopes. Multi-color imaging methods require corrections in addition to those dealing with drift due to the static, but spatially-dependent, chromatic offset between images. We present computer simulations to quantify this effect, which is primarily caused by the high-NA objectives used in super-resolution microscopy. Although the chromatic offset in well corrected systems is only a fraction of an optical wavelength in magnitude (<50 nm) and thus negligible in traditional diffraction limited imaging, we show that object colocalization by multi-color super-resolution methods is impossible without appropriate image correction. The simulated data are in excellent agreement with experiments using fluorescent beads excited and localized at multiple wavelengths. Finally we present a rigorous and practical calibration protocol to correct for chromatic optical offset, and demonstrate its efficacy for the imaging of transferrin receptor protein colocalization in HeLa cells using two-color direct stochastic optical reconstruction microscopy (dSTORM).
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Affiliation(s)
- Miklos Erdelyi
- Department of Chemical Engineering and Biotechnology, University of Cambridge, Pembroke Street, Cambridge CB2 3RA, UK.
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Chan FTS, Kaminski Schierle GS, Kumita JR, Bertoncini CW, Dobson CM, Kaminski CF. Protein amyloids develop an intrinsic fluorescence signature during aggregation. Analyst 2013; 138:2156-62. [PMID: 23420088 PMCID: PMC5360231 DOI: 10.1039/c3an36798c] [Citation(s) in RCA: 136] [Impact Index Per Article: 12.4] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/21/2022]
Abstract
We report observations of an intrinsic fluorescence in the visible range, which develops during the aggregation of a range of polypeptides, including the disease-related human peptides amyloid-β(1-40) and (1-42), lysozyme and tau. Characteristic fluorescence properties such as the emission lifetime and spectra were determined experimentally. This intrinsic fluorescence is independent of the presence of aromatic side-chain residues within the polypeptide structure. Rather, it appears to result from electronic levels that become available when the polypeptide chain folds into a cross-β sheet scaffold similar to what has been reported to take place in crystals. We use these findings to quantify protein aggregation in vitro by fluorescence imaging in a label-free manner.
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Affiliation(s)
- Fiona T. S. Chan
- Department of Chemical Engineering and Biotechnology, University of
Cambridge, New Museums Site, Pembroke Street, Cambridge CB2 3RA, UK
| | - Gabriele S. Kaminski Schierle
- Department of Chemical Engineering and Biotechnology, University of
Cambridge, New Museums Site, Pembroke Street, Cambridge CB2 3RA, UK
| | - Janet R. Kumita
- Department of Chemistry, University of Cambridge, Lensfield Road,
Cambridge CB2 1EW, UK
| | - Carlos W. Bertoncini
- Institute for Research in Biomedicine, Baldiri Reixac 10, 08028,
Barcelona, Spain
| | - Christopher M. Dobson
- Department of Chemistry, University of Cambridge, Lensfield Road,
Cambridge CB2 1EW, UK
| | - Clemens F. Kaminski
- Department of Chemical Engineering and Biotechnology, University of
Cambridge, New Museums Site, Pembroke Street, Cambridge CB2 3RA, UK
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