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Lynch ML, Snell ME, Potter SA, Snell EH, Bowman SEJ. 20 years of crystal hits: progress and promise in ultrahigh-throughput crystallization screening. Acta Crystallogr D Struct Biol 2023; 79:198-205. [PMID: 36876429 PMCID: PMC9986797 DOI: 10.1107/s2059798323001274] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/28/2022] [Accepted: 02/11/2023] [Indexed: 03/01/2023] Open
Abstract
Diffraction-based structural methods contribute a large fraction of the biomolecular structural models available, providing a critical understanding of macromolecular architecture. These methods require crystallization of the target molecule, which remains a primary bottleneck in crystal-based structure determination. The National High-Throughput Crystallization Center at Hauptman-Woodward Medical Research Institute has focused on overcoming obstacles to crystallization through a combination of robotics-enabled high-throughput screening and advanced imaging to increase the success of finding crystallization conditions. This paper will describe the lessons learned from over 20 years of operation of our high-throughput crystallization services. The current experimental pipelines, instrumentation, imaging capabilities and software for image viewing and crystal scoring are detailed. New developments in the field and opportunities for further improvements in biomolecular crystallization are reflected on.
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Affiliation(s)
- Miranda L Lynch
- Hauptman-Woodward Medical Research Institute, 700 Ellicott Street, Buffalo, NY 14203, USA
| | - M Elizabeth Snell
- Hauptman-Woodward Medical Research Institute, 700 Ellicott Street, Buffalo, NY 14203, USA
| | - Stephen A Potter
- Hauptman-Woodward Medical Research Institute, 700 Ellicott Street, Buffalo, NY 14203, USA
| | - Edward H Snell
- Hauptman-Woodward Medical Research Institute, 700 Ellicott Street, Buffalo, NY 14203, USA
| | - Sarah E J Bowman
- Hauptman-Woodward Medical Research Institute, 700 Ellicott Street, Buffalo, NY 14203, USA
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2
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Miller RD, Iinishi A, Modaresi SM, Yoo BK, Curtis TD, Lariviere PJ, Liang L, Son S, Nicolau S, Bargabos R, Morrissette M, Gates MF, Pitt N, Jakob RP, Rath P, Maier T, Malyutin AG, Kaiser JT, Niles S, Karavas B, Ghiglieri M, Bowman SEJ, Rees DC, Hiller S, Lewis K. Computational identification of a systemic antibiotic for gram-negative bacteria. Nat Microbiol 2022; 7:1661-1672. [PMID: 36163500 PMCID: PMC10155127 DOI: 10.1038/s41564-022-01227-4] [Citation(s) in RCA: 42] [Impact Index Per Article: 21.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/18/2022] [Accepted: 08/05/2022] [Indexed: 12/14/2022]
Abstract
Discovery of antibiotics acting against Gram-negative species is uniquely challenging due to their restrictive penetration barrier. BamA, which inserts proteins into the outer membrane, is an attractive target due to its surface location. Darobactins produced by Photorhabdus, a nematode gut microbiome symbiont, target BamA. We reasoned that a computational search for genes only distantly related to the darobactin operon may lead to novel compounds. Following this clue, we identified dynobactin A, a novel peptide antibiotic from Photorhabdus australis containing two unlinked rings. Dynobactin is structurally unrelated to darobactins, but also targets BamA. Based on a BamA-dynobactin co-crystal structure and a BAM-complex-dynobactin cryo-EM structure, we show that dynobactin binds to the BamA lateral gate, uniquely protruding into its β-barrel lumen. Dynobactin showed efficacy in a mouse systemic Escherichia coli infection. This study demonstrates the utility of computational approaches to antibiotic discovery and suggests that dynobactin is a promising lead for drug development.
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Affiliation(s)
- Ryan D Miller
- Antimicrobial Discovery Center, Department of Biology, Northeastern University, Boston, MA, USA
| | - Akira Iinishi
- Antimicrobial Discovery Center, Department of Biology, Northeastern University, Boston, MA, USA
| | | | - Byung-Kuk Yoo
- Division of Chemistry and Chemical Engineering, California Institute of Technology, Pasadena, CA, USA
| | - Thomas D Curtis
- Antimicrobial Discovery Center, Department of Biology, Northeastern University, Boston, MA, USA
| | - Patrick J Lariviere
- Antimicrobial Discovery Center, Department of Biology, Northeastern University, Boston, MA, USA
| | - Libang Liang
- Antimicrobial Discovery Center, Department of Biology, Northeastern University, Boston, MA, USA
| | - Sangkeun Son
- Antimicrobial Discovery Center, Department of Biology, Northeastern University, Boston, MA, USA
| | - Samantha Nicolau
- Antimicrobial Discovery Center, Department of Biology, Northeastern University, Boston, MA, USA
| | - Rachel Bargabos
- Antimicrobial Discovery Center, Department of Biology, Northeastern University, Boston, MA, USA
| | - Madeleine Morrissette
- Antimicrobial Discovery Center, Department of Biology, Northeastern University, Boston, MA, USA
| | - Michael F Gates
- Antimicrobial Discovery Center, Department of Biology, Northeastern University, Boston, MA, USA
| | - Norman Pitt
- Antimicrobial Discovery Center, Department of Biology, Northeastern University, Boston, MA, USA
| | | | | | - Timm Maier
- Biozentrum, University of Basel, Basel, Switzerland
| | - Andrey G Malyutin
- Beckman Institute, California Institute of Technology, Pasadena, CA, USA
| | - Jens T Kaiser
- Beckman Institute, California Institute of Technology, Pasadena, CA, USA
| | - Samantha Niles
- Antimicrobial Discovery Center, Department of Biology, Northeastern University, Boston, MA, USA
| | - Blake Karavas
- Antimicrobial Discovery Center, Department of Biology, Northeastern University, Boston, MA, USA
| | - Meghan Ghiglieri
- Antimicrobial Discovery Center, Department of Biology, Northeastern University, Boston, MA, USA
| | - Sarah E J Bowman
- National Crystallization Center, Hauptman-Woodward Medical Research Institute, Buffalo, NY, USA
| | - Douglas C Rees
- Division of Chemistry and Chemical Engineering, California Institute of Technology, Pasadena, CA, USA
- Howard Hughes Medical Institute, California Institute of Technology, Pasadena, CA, USA
| | | | - Kim Lewis
- Antimicrobial Discovery Center, Department of Biology, Northeastern University, Boston, MA, USA.
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3
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Haig H, Sidorenko P, Thorne R, Wise F. Megawatt pulses from an all-fiber and self-starting femtosecond oscillator. OPTICS LETTERS 2022; 47:762-765. [PMID: 35167519 DOI: 10.1364/ol.450313] [Citation(s) in RCA: 2] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Received: 12/02/2021] [Accepted: 12/24/2021] [Indexed: 06/14/2023]
Abstract
Mamyshev oscillators produce high-performance pulses, but technical and practical issues render them unsuitable for widespread use. Here we present a Mamyshev oscillator with several key design features that enable self-starting operation and unprecedented performance and simplicity from an all-fiber laser. The laser generates 110 nJ pulses that compress to 40 fs and 80 nJ with a grating pair. The pulse energy and duration are both the best achieved by a femtosecond all-fiber laser to date, to our knowledge, and the resulting peak power of 1.5 MW is 20 times higher than that of prior all-fiber, self-starting lasers. The simplicity of the design, ease of use, and pulse performance make this laser an attractive tool for practical applications.
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4
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Li M, Reichert P, Narasimhan C, Sorman B, Xu W, Cote A, Su Y. Investigating Crystalline Protein Suspension Formulations of Pembrolizumab from MAS NMR Spectroscopy. Mol Pharm 2022; 19:936-952. [PMID: 35107019 DOI: 10.1021/acs.molpharmaceut.1c00915] [Citation(s) in RCA: 5] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/01/2023]
Abstract
Developing biological formulations to maintain the chemical and structural integrity of therapeutic antibodies remains a significant challenge. Monoclonal antibody (mAb) crystalline suspension formulation is a promising alternative for high concentration subcutaneous drug delivery. It demonstrates many merits compared to the solution formulation to reach a high concentration at the reduced viscosity and enhanced stability. One main challenge in drug development is the lack of high-resolution characterization of the crystallinity and stability of mAb microcrystals in the native formulations. Conventional analytical techniques often cannot evaluate structural details of mAb microcrystals in the native suspension due to the presence of visible particles, relatively small crystal size, high protein concentration, and multicomponent nature of a liquid formulation. This study demonstrates the first high-resolution characterization of mAb microcrystalline suspension using magic angle spinning (MAS) NMR spectroscopy. Crystalline suspension formulation of pembrolizumab (Keytruda, Merck & Co., Inc., Kenilworth, NJ 07033, U.S.) is utilized as a model system. Remarkably narrow 13C spectral linewidth of approximately 29 Hz suggests a high order of crystallinity and conformational homogeneity of pembrolizumab crystals. The impact of thermal stress and dehydration on the structure, dynamics, and stability of these mAb crystals in the formulation environment is evaluated. Moreover, isotopic labeling and heteronuclear 13C and 15N spectroscopies have been utilized to identify the binding of caffeine in the pembrolizumab crystal lattice, providing molecular insights into the cocrystallization of the protein and ligand. Our study provides valuable structural details for facilitating the design of crystalline suspension formulation of Keytruda and demonstrates the high potential of MAS NMR as an advanced tool for biophysical characterization of biological therapeutics.
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Affiliation(s)
- Mingyue Li
- Analytical Research and Development, Merck & Co., Inc., Kenilworth, New Jersey 07033, United States
| | - Paul Reichert
- Discovery Chemistry, Merck & Co., Inc., Kenilworth, New Jersey 07033, United States
| | | | - Bradley Sorman
- Analytical Research and Development, Merck & Co., Inc., Kenilworth, New Jersey 07033, United States
| | - Wei Xu
- Analytical Research and Development, Merck & Co., Inc., Kenilworth, New Jersey 07033, United States
| | - Aaron Cote
- Biologics Process Research and Development, Merck & Co., Inc., Kenilworth, New Jersey 07033, United States
| | - Yongchao Su
- Analytical Research and Development, Merck & Co., Inc., Kenilworth, New Jersey 07033, United States
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5
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Klijn ME, Hubbuch J. Application of ultraviolet, visible, and infrared light imaging in protein-based biopharmaceutical formulation characterization and development studies. Eur J Pharm Biopharm 2021; 165:319-336. [PMID: 34052429 DOI: 10.1016/j.ejpb.2021.05.013] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/23/2020] [Revised: 03/29/2021] [Accepted: 05/12/2021] [Indexed: 01/10/2023]
Abstract
Imaging is increasingly more utilized as analytical technology in biopharmaceutical formulation research, with applications ranging from subvisible particle characterization to thermal stability screening and residual moisture analysis. This review offers a comprehensive overview of analytical imaging for scientists active in biopharmaceutical formulation research and development, where it presents the unique information provided by the ultraviolet (UV), visible (Vis), and infrared (IR) sections in the electromagnetic spectrum. The main body of this review consists of an outline of UV, Vis, and IR imaging techniques for several (bio)physical properties that are commonly determined during protein-based biopharmaceutical formulation characterization and development studies. The review concludes with a future perspective of applied imaging within the field of biopharmaceutical formulation research.
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Affiliation(s)
- Marieke E Klijn
- Department of Biotechnology, Delft University of Technology, Van der Maasweg 9, Delft 2629 HZ, the Netherlands.
| | - Jürgen Hubbuch
- Institute of Engineering in Life Sciences, Section IV: Biomolecular Separation Engineering, Karlsruhe Institute of Technology (KIT), Fritz-Haber-Weg 2, 76131 Karlsruhe, Germany
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6
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Illava G, Jayne R, Finke AD, Closs D, Zeng W, Milano SK, Huang Q, Kriksunov I, Sidorenko P, Wise FW, Zipfel WR, Apker BA, Thorne RE. Integrated sample-handling and mounting system for fixed-target serial synchrotron crystallography. Acta Crystallogr D Struct Biol 2021; 77:628-644. [PMID: 33950019 PMCID: PMC8098472 DOI: 10.1107/s2059798321001868] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/28/2020] [Accepted: 02/15/2021] [Indexed: 11/15/2022] Open
Abstract
Serial synchrotron crystallography (SSX) is enabling the efficient use of small crystals for structure-function studies of biomolecules and for drug discovery. An integrated SSX system has been developed comprising ultralow background-scatter sample holders suitable for room and cryogenic temperature crystallographic data collection, a sample-loading station and a humid `gloveless' glovebox. The sample holders incorporate thin-film supports with a variety of designs optimized for different crystal-loading challenges. These holders facilitate the dispersion of crystals and the removal of excess liquid, can be cooled at extremely high rates, generate little background scatter, allow data collection over >90° of oscillation without obstruction or the risk of generating saturating Bragg peaks, are compatible with existing infrastructure for high-throughput cryocrystallography and are reusable. The sample-loading station allows sample preparation and loading onto the support film, the application of time-varying suction for optimal removal of excess liquid, crystal repositioning and cryoprotection, and the application of sealing films for room-temperature data collection, all in a controlled-humidity environment. The humid glovebox allows microscope observation of the sample-loading station and crystallization trays while maintaining near-saturating humidities that further minimize the risks of sample dehydration and damage, and maximize working times. This integrated system addresses common problems in obtaining properly dispersed, properly hydrated and isomorphous microcrystals for fixed-orientation and oscillation data collection. Its ease of use, flexibility and optimized performance make it attractive not just for SSX but also for single-crystal and few-crystal data collection. Fundamental concepts that are important in achieving desired crystal distributions on a sample holder via time-varying suction-induced liquid flows are also discussed.
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Affiliation(s)
- Gabrielle Illava
- Department of Chemistry and Chemical Biology, Cornell University, Ithaca, NY 14853, USA
| | | | | | - David Closs
- MiTeGen LLC, PO Box 3867, Ithaca, NY 14850, USA
| | - Wenjie Zeng
- Department of Molecular Biology and Genetics, Weill Institute for Cell and Molecular Biology, Cornell University, Ithaca, NY 14853, USA
| | - Shawn K. Milano
- Department of Chemistry and Chemical Biology, Cornell University, Ithaca, NY 14853, USA
| | | | | | - Pavel Sidorenko
- School of Applied and Engineering Physics, Cornell University, Ithaca, NY 14853, USA
| | - Frank W. Wise
- School of Applied and Engineering Physics, Cornell University, Ithaca, NY 14853, USA
| | - Warren R. Zipfel
- Meinig School of Biomedical Engineering, Cornell University, Ithaca, NY 14853, USA
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7
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Li C, Ding C, Li M, Rong J, Florian H, Simpson G. Depth-of-field extension in optical imaging for rapid crystal screening. Acta Crystallogr D Struct Biol 2021; 77:463-470. [PMID: 33825707 PMCID: PMC8025887 DOI: 10.1107/s2059798321000097] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/30/2020] [Accepted: 01/04/2021] [Indexed: 11/10/2022] Open
Abstract
The depth of field (DoF) was extended 2.8-fold to achieve rapid crystal screening by retrofitting a custom-designed micro-retarder array (µRA) in the optical beam path of a nonlinear optical microscope. The merits of the proposed strategy for DoF enhancement were assessed in applications of second-harmonic generation imaging of protein crystals. It was found that DoF extension increased the number of crystals detected while simultaneously reducing the number of `z-slices' required for screening. Experimental measurements of the wavelength-dependence of the extended DoF were in excellent agreement with theoretical predictions. These results provide a simple and broadly applicable approach to increase the throughput of existing nonlinear optical imaging methods for protein crystal screening.
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Affiliation(s)
- Chen Li
- Department of Chemistry, Purdue University, 560 Oval Drive, West Lafayette, IN 47907, USA
| | - Changqin Ding
- Department of Chemistry, Purdue University, 560 Oval Drive, West Lafayette, IN 47907, USA
| | - Minghe Li
- Department of Chemistry, Purdue University, 560 Oval Drive, West Lafayette, IN 47907, USA
| | - Jiayue Rong
- Department of Chemistry, Purdue University, 560 Oval Drive, West Lafayette, IN 47907, USA
| | - Hilary Florian
- Department of Chemistry, Purdue University, 560 Oval Drive, West Lafayette, IN 47907, USA
| | - Garth Simpson
- Department of Chemistry, Purdue University, 560 Oval Drive, West Lafayette, IN 47907, USA
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8
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Chen YH, Sidorenko P, Thorne R, Wise F. Starting Dynamics of a Linear-Cavity Femtosecond Mamyshev Oscillator. JOURNAL OF THE OPTICAL SOCIETY OF AMERICA. B, OPTICAL PHYSICS 2021; 38:743-748. [PMID: 34393352 PMCID: PMC8360345 DOI: 10.1364/josab.415276] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 11/17/2020] [Accepted: 01/12/2021] [Indexed: 05/28/2023]
Abstract
Mamyshev oscillators can generate high-power femtosecond pulses, but starting a mode-locked state has remained a major challenge due to the suppression of continuous-wave lasing. Here, we study the starting dynamics of a linear Mamyshev oscillator designed to generate high-power femtosecond pulses while avoiding component damage. Reliable starting to stable mode-locking is achieved with a combination of modulation of the pump power and shifting of a filter passband. The starting process is automated, with full electronic control. The laser delivers 21-nJ pulses that are dechirped to 65 fs in duration outside the cavity.
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Affiliation(s)
- Yi-hao Chen
- School of Applied and Engineering Physics, Cornell University, Ithaca NY 14853, USA
| | - Pavel Sidorenko
- School of Applied and Engineering Physics, Cornell University, Ithaca NY 14853, USA
| | - Robert Thorne
- MiTeGen, LLC, Ithaca, New York 14852, USA
- Department of Physics, Cornell University, Ithaca NY 14853, USA
| | - Frank Wise
- School of Applied and Engineering Physics, Cornell University, Ithaca NY 14853, USA
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9
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Holleman ET, Duguid E, Keefe LJ, Bowman SEJ. Polo: an open-source graphical user interface for crystallization screening. J Appl Crystallogr 2021; 54:673-679. [PMID: 33953660 PMCID: PMC8056757 DOI: 10.1107/s1600576721000108] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/18/2020] [Accepted: 01/04/2021] [Indexed: 11/29/2022] Open
Abstract
A multi-platform open-source Python-based graphical user interface has been developed to provide access to automated classification and data management tools for biomolecular crystallization screening. Polo is a Python-based graphical user interface designed to streamline viewing and analysis of images to monitor crystal growth, with a specific target to enable users of the High-Throughput Crystallization Screening Center at Hauptman-Woodward Medical Research Institute (HWI) to efficiently inspect their crystallization experiments. Polo aims to increase efficiency, reducing time spent manually reviewing crystallization images, and to improve the potential of identifying positive crystallization conditions. Polo provides a streamlined one-click graphical interface for the Machine Recognition of Crystallization Outcomes (MARCO) convolutional neural network for automated image classification, as well as powerful tools to view and score crystallization images, to compare crystallization conditions, and to facilitate collaborative review of crystallization screening results. Crystallization images need not have been captured at HWI to utilize Polo’s basic functionality. Polo is free to use and modify for both academic and commercial use under the terms of the copyleft GNU General Public License v3.0.
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Affiliation(s)
- Ethan T Holleman
- Hauptman-Woodward Medical Research Institute, 700 Ellicott Street, Buffalo, NY 14203, USA
| | - Erica Duguid
- Hauptman-Woodward Medical Research Institute, 700 Ellicott Street, Buffalo, NY 14203, USA.,Industrial Macromolecular Crystallography Association Collaborative Access Team, Advanced Photon Source, Argonne National Laboratory, 9700 South Cass Avenue, Lemont, IL 60439, USA
| | - Lisa J Keefe
- Hauptman-Woodward Medical Research Institute, 700 Ellicott Street, Buffalo, NY 14203, USA.,Industrial Macromolecular Crystallography Association Collaborative Access Team, Advanced Photon Source, Argonne National Laboratory, 9700 South Cass Avenue, Lemont, IL 60439, USA
| | - Sarah E J Bowman
- Hauptman-Woodward Medical Research Institute, 700 Ellicott Street, Buffalo, NY 14203, USA.,Department of Biochemistry, Jacobs School of Medicine and Biomedical Sciences at the University at Buffalo, Buffalo, NY 14023, USA
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10
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Cheng QD, Chung HY, Schubert R, Chia SH, Falke S, Mudogo CN, Kärtner FX, Chang G, Betzel C. Protein-crystal detection with a compact multimodal multiphoton microscope. Commun Biol 2020; 3:569. [PMID: 33051587 PMCID: PMC7553921 DOI: 10.1038/s42003-020-01275-8] [Citation(s) in RCA: 6] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/30/2020] [Accepted: 09/01/2020] [Indexed: 11/28/2022] Open
Abstract
There is an increasing demand for rapid, effective methods to identify and detect protein micro- and nano-crystal suspensions for serial diffraction data collection at X-ray free-electron lasers or high-intensity micro-focus synchrotron radiation sources. Here, we demonstrate a compact multimodal, multiphoton microscope, driven by a fiber-based ultrafast laser, enabling excitation wavelengths at 775 nm and 1300 nm for nonlinear optical imaging, which simultaneously records second-harmonic generation, third-harmonic generation and three-photon excited ultraviolet fluorescence to identify and detect protein crystals with high sensitivity. The instrument serves as a valuable and important tool supporting sample scoring and sample optimization in biomolecular crystallography, which we hope will increase the capabilities and productivity of serial diffraction data collection in the future.
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Affiliation(s)
- Qing-di Cheng
- Laboratory for Structural Biology of Infection and Inflammation, University of Hamburg, c/o DESY, Building 22a Notkestrasse 85, 22607, Hamburg, Germany
| | - Hsiang-Yu Chung
- Center for Free-Electron Laser Science, DESY, Notkestrasse 85, 22607, Hamburg, Germany
- Physics Department, University of Hamburg, Luruper Chaussee 149, 22761, Hamburg, Germany
| | - Robin Schubert
- Laboratory for Structural Biology of Infection and Inflammation, University of Hamburg, c/o DESY, Building 22a Notkestrasse 85, 22607, Hamburg, Germany
- XFEL Biological Infrastructure Laboratory at the European XFEL, Holzkoppel 4, 22869, Schenefeld, Germany
| | - Shih-Hsuan Chia
- Center for Free-Electron Laser Science, DESY, Notkestrasse 85, 22607, Hamburg, Germany
- Physics Department, University of Hamburg, Luruper Chaussee 149, 22761, Hamburg, Germany
| | - Sven Falke
- Laboratory for Structural Biology of Infection and Inflammation, University of Hamburg, c/o DESY, Building 22a Notkestrasse 85, 22607, Hamburg, Germany
- The Hamburg Centre for Ultrafast Imaging, University of Hamburg, Luruper Chaussee 149, 22761, Hamburg, Germany
| | - Celestin Nzanzu Mudogo
- Laboratory for Structural Biology of Infection and Inflammation, University of Hamburg, c/o DESY, Building 22a Notkestrasse 85, 22607, Hamburg, Germany
| | - Franz X Kärtner
- Center for Free-Electron Laser Science, DESY, Notkestrasse 85, 22607, Hamburg, Germany.
- Physics Department, University of Hamburg, Luruper Chaussee 149, 22761, Hamburg, Germany.
- The Hamburg Centre for Ultrafast Imaging, University of Hamburg, Luruper Chaussee 149, 22761, Hamburg, Germany.
| | - Guoqing Chang
- Center for Free-Electron Laser Science, DESY, Notkestrasse 85, 22607, Hamburg, Germany.
- Beijing National Laboratory for Condensed Matter Physics, Institute of Physics, Chinese Academy of Sciences, Beijing, 100190, China.
| | - Christian Betzel
- Laboratory for Structural Biology of Infection and Inflammation, University of Hamburg, c/o DESY, Building 22a Notkestrasse 85, 22607, Hamburg, Germany.
- The Hamburg Centre for Ultrafast Imaging, University of Hamburg, Luruper Chaussee 149, 22761, Hamburg, Germany.
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11
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Membrane Protein Preparation for Serial Crystallography Using High-Viscosity Injectors: Rhodopsin as an Example. Methods Mol Biol 2020; 2127:321-338. [PMID: 32112331 DOI: 10.1007/978-1-0716-0373-4_21] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 03/07/2023]
Abstract
Membrane proteins are highly interesting targets due to their pivotal role in cell function and disease. They are inserted in cell membranes, are often intrinsically flexible, and can adopt several conformational states to carry out their function. Although most overall folds of membrane proteins are known, many questions remain about specific functionally relevant intramolecular rearrangements that require experimental structure determination. Here, using the example of rhodopsin, we describe how to prepare and analyze membrane protein crystals for serial crystallography at room temperature, a new technique allowing to merge diffraction data from thousands of injector-delivered crystals that are too tiny for classical single-crystal analysis even in cryogenic conditions. The application of serial crystallography for studying protein dynamics is mentioned.
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12
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Handzlik D, Larson ET, Munschy E, Obmolova G, Collin D, Craig TK. Inexpensive robotic system for standard and fluorescent imaging of protein crystals. Acta Crystallogr F Struct Biol Commun 2019; 75:673-686. [PMID: 31702581 PMCID: PMC6839817 DOI: 10.1107/s2053230x19014730] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/17/2019] [Accepted: 10/31/2019] [Indexed: 11/10/2022] Open
Abstract
Protein-crystallization imaging and classification is a labor-intensive process typically performed either by humans or by instruments that currently cost well over $100 000. This cost puts the use of crystallization-trial imaging outside the reach of most academic laboratories, and also start-up biotechnology firms, where resources are scarce. An imaging system has been designed and prototyped which automatically captures images from multi-well protein-crystallization experiments using both standard and fluorescent imaging techniques at a cost 28 times lower than current market rates. The machine uses a Panowin F1 3D printer as a base and controls it using G-code commands sent from a Python script running on a desktop computer. A graphical user interface (GUI) was developed to enable users to control the machine and facilitate image capture, classification and editing. A 488 nm laser diode and a 525 nm filter were incorporated to allow in situ fluorescent imaging of proteins trace-labeled with a fluorophore, Alexa Fluor 488. The instrument was primarily designed using a 3D printer and augmented using commercially available parts, and this publication aims to serve as a guide for comparable in-laboratory robotics projects.
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Affiliation(s)
| | - Eric T. Larson
- HarkerBIO LLC, 700 Ellicott Street, Buffalo, NY 14203, USA
| | - Erika Munschy
- HarkerBIO LLC, 700 Ellicott Street, Buffalo, NY 14203, USA
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13
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Nam KH. Sample Delivery Media for Serial Crystallography. Int J Mol Sci 2019; 20:ijms20051094. [PMID: 30836596 PMCID: PMC6429298 DOI: 10.3390/ijms20051094] [Citation(s) in RCA: 35] [Impact Index Per Article: 7.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/15/2019] [Revised: 02/27/2019] [Accepted: 02/27/2019] [Indexed: 01/19/2023] Open
Abstract
X-ray crystallographic methods can be used to visualize macromolecules at high resolution. This provides an understanding of molecular mechanisms and an insight into drug development and rational engineering of enzymes used in the industry. Although conventional synchrotron-based X-ray crystallography remains a powerful tool for understanding molecular function, it has experimental limitations, including radiation damage, cryogenic temperature, and static structural information. Serial femtosecond crystallography (SFX) using X-ray free electron laser (XFEL) and serial millisecond crystallography (SMX) using synchrotron X-ray have recently gained attention as research methods for visualizing macromolecules at room temperature without causing or reducing radiation damage, respectively. These techniques provide more biologically relevant structures than traditional X-ray crystallography at cryogenic temperatures using a single crystal. Serial femtosecond crystallography techniques visualize the dynamics of macromolecules through time-resolved experiments. In serial crystallography (SX), one of the most important aspects is the delivery of crystal samples efficiently, reliably, and continuously to an X-ray interaction point. A viscous delivery medium, such as a carrier matrix, dramatically reduces sample consumption, contributing to the success of SX experiments. This review discusses the preparation and criteria for the selection and development of a sample delivery medium and its application for SX.
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Affiliation(s)
- Ki Hyun Nam
- Division of Biotechnology, College of Life Sciences and Biotechnology, Korea University, Seoul 02841, Korea.
- Institute of Life Science and Natural Resources, Korea University, Seoul 02841, Korea.
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14
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Morphology and structure of ZIF-8 during crystallisation measured by dynamic angle-resolved second harmonic scattering. Nat Commun 2018; 9:3418. [PMID: 30143611 PMCID: PMC6109061 DOI: 10.1038/s41467-018-05713-4] [Citation(s) in RCA: 20] [Impact Index Per Article: 3.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/11/2018] [Accepted: 07/03/2018] [Indexed: 11/19/2022] Open
Abstract
Recent developments in nonlinear optical light scattering techniques have opened a window into morphological and structural characteristics for a variety of supramolecular systems. However, for the study of dynamic processes, the current way of measuring is often too slow. Here we present an alternative measurement scheme suitable for following dynamic processes. Fast acquisition times are achieved through Fourier imaging, allowing simultaneous detection at multiple scattering angles for different polarization combinations. This allows us to follow the crystal growth of the metal organic framework ZIF-8 in solution. The angle dependence of the signal provides insight into the growth mechanism by probing the evolution of size, shape and concentration, while polarization analysis yields structural information in terms of point group symmetry. Our findings highlight the potential of dynamic angle-resolved harmonic light scattering to probe crystal growth processes, assembly–disassembly of biological systems, adsorption, transport through membranes and myriad other applications. Angle-resolved monitoring of structure parameters during crystal growth is often slow owing to mechanical movements. Here, the authors use second harmonic scattering and Fourier-plane imaging to dynamically monitor size, shape and concentration of ZIF-8 in situ during the growth process.
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15
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Smith CJ, Griffin SR, Eakins GS, Deng F, White JK, Thirunahari S, Ramakrishnan S, Sangupta A, Zhang S, Novak J, Liu Z, Rhodes T, Simpson GJ. Triboluminescence from Pharmaceutical Formulations. Anal Chem 2018; 90:6893-6898. [PMID: 29694029 DOI: 10.1021/acs.analchem.8b01112] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/28/2022]
Abstract
Triboluminescence (TL) is shown to enable selective detection of trace crystallinity within nominally amorphous solid dispersions (ASDs). ASDs are increasingly used for the preparation of pharmaceutical formulations, the physical stability of which can be negatively impacted by trace crystallinity introduced during manufacturing or storage. In the present study, TL measurements of a model ASD consisting of griseofulvin in polyethylene glycol produced limits of detection of 140 ppm. Separate studies of the particle size dependence of sucrose crystals and the dependence on polymorphism in clopidogrel bisulfate particles are both consistent with a mechanism for TL closely linked to the piezoelectric response of the crystalline fraction. Whereas disordered polymeric materials cannot support piezoelectric activity, molecular crystals produced from homochiral molecules adopt crystal structures that are overwhelmingly symmetry-allowed for piezoelectricity. Consequently, TL may provide a broadly applicable and simple experimental route for sensitive detection of trace crystallinity within nominally amorphous materials.
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Affiliation(s)
- Casey J Smith
- Department of Chemistry , Purdue University , 560 Oval Drive , West Lafayette Indiana 47906 , United States
| | - Scott R Griffin
- Department of Chemistry , Purdue University , 560 Oval Drive , West Lafayette Indiana 47906 , United States
| | - Gregory S Eakins
- Department of Chemistry , Purdue University , 560 Oval Drive , West Lafayette Indiana 47906 , United States
| | - Fengyuan Deng
- Department of Chemistry , Purdue University , 560 Oval Drive , West Lafayette Indiana 47906 , United States
| | - Julia K White
- Department of Chemistry , Purdue University , 560 Oval Drive , West Lafayette Indiana 47906 , United States
| | | | - Srividya Ramakrishnan
- Dr. Reddy's Laboratory , IPDO , Bachupally Campus, Hyderabad , Telengana , 500090 , India
| | - Atanu Sangupta
- Dr. Reddy's Laboratory , IPDO , Bachupally Campus, Hyderabad , Telengana , 500090 , India
| | - Siwei Zhang
- MRL , Merck & Co., Inc. , Kenilworth , New Jersey 07033 , United States
| | - Julie Novak
- MRL , Merck & Co., Inc. , Kenilworth , New Jersey 07033 , United States
| | - Zhen Liu
- MRL , Merck & Co., Inc. , Kenilworth , New Jersey 07033 , United States
| | - Timothy Rhodes
- MRL , Merck & Co., Inc. , Kenilworth , New Jersey 07033 , United States
| | - Garth J Simpson
- Department of Chemistry , Purdue University , 560 Oval Drive , West Lafayette Indiana 47906 , United States
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16
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Melnikov I, Svensson O, Bourenkov G, Leonard G, Popov A. The complex analysis of X-ray mesh scans for macromolecular crystallography. ACTA CRYSTALLOGRAPHICA SECTION D-STRUCTURAL BIOLOGY 2018; 74:355-365. [PMID: 29652262 PMCID: PMC6343787 DOI: 10.1107/s2059798318002735] [Citation(s) in RCA: 14] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 10/19/2017] [Accepted: 02/15/2018] [Indexed: 12/05/2022]
Abstract
A method and software program, MeshBest, for the detection of individual crystals based on two-dimensional X-ray mesh scans are presented. In macromolecular crystallography, mesh (raster) scans are carried out either as part of X-ray-based crystal-centring routines or to identify positions on the sample holder from which diffraction images can be collected. Here, the methods used in MeshBest, software which automatically analyses diffraction images collected during a mesh scan and produces a two-dimensional crystal map showing estimates of the dimensions, centre positions and diffraction qualities of each crystal contained in the mesh area, are presented. Sample regions producing diffraction images resulting from the superposition of more than one crystal are also distinguished from regions with single-crystal diffraction. The applicability of the method is demonstrated using several cases.
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Affiliation(s)
- Igor Melnikov
- European Synchrotron Radiation Facility, BP 220, 38043 Grenoble, France
| | - Olof Svensson
- European Synchrotron Radiation Facility, BP 220, 38043 Grenoble, France
| | - Gleb Bourenkov
- European Molecular Biology Laboratory, Hamburg Outstation, Notkestrasse 85, 22607 Hamburg, Germany
| | - Gordon Leonard
- European Synchrotron Radiation Facility, BP 220, 38043 Grenoble, France
| | - Alexander Popov
- European Synchrotron Radiation Facility, BP 220, 38043 Grenoble, France
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17
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Gorrec F, Löwe J. Automated Protocols for Macromolecular Crystallization at the MRC Laboratory of Molecular Biology. J Vis Exp 2018:55790. [PMID: 29443035 PMCID: PMC5908693 DOI: 10.3791/55790] [Citation(s) in RCA: 7] [Impact Index Per Article: 1.2] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/29/2023] Open
Abstract
When high quality crystals are obtained that diffract X-rays, the crystal structure may be solved at near atomic resolution. The conditions to crystallize proteins, DNAs, RNAs, and their complexes can however not be predicted. Employing a broad variety of conditions is a way to increase the yield of quality diffraction crystals. Two fully automated systems have been developed at the MRC Laboratory of Molecular Biology (Cambridge, England, MRC-LMB) that facilitate crystallization screening against 1,920 initial conditions by vapor diffusion in nanoliter droplets. Semi-automated protocols have also been developed to optimize conditions by changing the concentrations of reagents, the pH, or by introducing additives that potentially enhance properties of the resulting crystals. All the corresponding protocols will be described in detail and briefly discussed. Taken together, they enable convenient and highly efficient macromolecular crystallization in a multi-user facility, while giving the users control over key parameters of their experiments.
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Affiliation(s)
- Fabrice Gorrec
- Laboratory of Molecular Biology, Medical Research Council;
| | - Jan Löwe
- Laboratory of Molecular Biology, Medical Research Council
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18
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Spence JCH. XFELs for structure and dynamics in biology. IUCRJ 2017; 4:322-339. [PMID: 28875020 PMCID: PMC5571796 DOI: 10.1107/s2052252517005760] [Citation(s) in RCA: 81] [Impact Index Per Article: 11.6] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Received: 02/13/2017] [Accepted: 04/17/2017] [Indexed: 05/20/2023]
Abstract
The development and application of the free-electron X-ray laser (XFEL) to structure and dynamics in biology since its inception in 2009 are reviewed. The research opportunities which result from the ability to outrun most radiation-damage effects are outlined, and some grand challenges are suggested. By avoiding the need to cool samples to minimize damage, the XFEL has permitted atomic resolution imaging of molecular processes on the 100 fs timescale under near-physiological conditions and in the correct thermal bath in which molecular machines operate. Radiation damage, comparisons of XFEL and synchrotron work, single-particle diffraction, fast solution scattering, pump-probe studies on photosensitive proteins, mix-and-inject experiments, caged molecules, pH jump and other reaction-initiation methods, and the study of molecular machines are all discussed. Sample-delivery methods and data-analysis algorithms for the various modes, from serial femtosecond crystallo-graphy to fast solution scattering, fluctuation X-ray scattering, mixing jet experiments and single-particle diffraction, are also reviewed.
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Affiliation(s)
- J. C. H. Spence
- Department of Physics, Arizona State University, Tempe, AZ 85287-1504, USA
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19
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Locating and Visualizing Crystals for X-Ray Diffraction Experiments. METHODS IN MOLECULAR BIOLOGY (CLIFTON, N.J.) 2017; 1607:143-164. [PMID: 28573572 DOI: 10.1007/978-1-4939-7000-1_6] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.1] [Reference Citation Analysis] [Abstract] [Key Words] [Subscribe] [Scholar Register] [Indexed: 10/19/2022]
Abstract
Macromolecular crystallography has advanced from using macroscopic crystals, which might be >1 mm on a side, to crystals that are essentially invisible to the naked eye, or even under a standard laboratory microscope. As crystallography requires recognizing crystals when they are produced, and then placing them in an X-ray, electron, or neutron beam, this provides challenges, particularly in the case of advanced X-ray sources, where beams have very small cross sections and crystals may be vanishingly small. Methods for visualizing crystals are reviewed here, and examples of different types of cases are presented, including: standard crystals, crystals grown in mesophase, in situ crystallography, and crystals grown for X-ray Free Electron Laser or Micro Electron Diffraction experiments. As most techniques have limitations, it is desirable to have a range of complementary techniques available to identify and locate crystals. Ideally, a given technique should not cause sample damage, but sometimes it is necessary to use techniques where damage can only be minimized. For extreme circumstances, the act of probing location may be coincident with collecting X-ray diffraction data. Future challenges and directions are also discussed.
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20
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21
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Dörner K, Martin-Garcia JM, Kupitz C, Gong Z, Mallet TC, Chen L, Wachter RM, Fromme P. Characterization of Protein Nanocrystals Based on the Reversibility of Crystallization. CRYSTAL GROWTH & DESIGN 2016; 16:3838-3845. [PMID: 29056873 PMCID: PMC5649632 DOI: 10.1021/acs.cgd.6b00384] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.1] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 05/15/2023]
Abstract
A new approach is described to screen for protein nanocrystals based on the reversibility of crystallization. Methods to characterize nanocrystals are in strong need to facilitate sample preparation for serial femtosecond X-ray nanocrystallography (SFX). SFX enables protein structure determination by collecting X-ray diffraction from nano- and microcrystals using a free electron laser. This technique is especially valuable for challenging proteins as for example membrane proteins and is in general a powerful method to overcome the radiation damage problem and to perform time-resolved structure analysis. Nanocrystal growth cannot be monitored with common methods used in protein crystallography, as the resolution of bright field microscopy is not sufficient. A high-performance method to screen for nanocrystals is second order nonlinear imaging of chiral crystals (SONICC). However, the high cost prevents its use in every laboratory, and some protein nanocrystals may be "invisible" to SONICC. In this work using a crystallization robot and a common imaging system precipitation comprised of nanocrystals and precipitation caused by aggregated protein can be distinguished.
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Affiliation(s)
- Katerina Dörner
- School of Molecular Sciences, Arizona State University, Box 871604, Tempe, Arizona 85287, United States
- Center for Membrane Proteins in Infectious Diseases (MPID), Arizona State University, Box 871604, Tempe, Arizona 85287, United States
| | - Jose M Martin-Garcia
- School of Molecular Sciences, Arizona State University, Box 871604, Tempe, Arizona 85287, United States
- Center for Membrane Proteins in Infectious Diseases (MPID), Arizona State University, Box 871604, Tempe, Arizona 85287, United States
- Center for Applied Structural Discovery, The Biodesign Institute, Arizona State University, PO Box 875001, Tempe, Arizona 85287, United States
| | - Christopher Kupitz
- School of Molecular Sciences, Arizona State University, Box 871604, Tempe, Arizona 85287, United States
| | - Zhen Gong
- School of Molecular Sciences, Arizona State University, Box 871604, Tempe, Arizona 85287, United States
- Center for Membrane Proteins in Infectious Diseases (MPID), Arizona State University, Box 871604, Tempe, Arizona 85287, United States
| | - T Conn Mallet
- Life Science, Rigaku Americas Corporation, 9009 New Trails Drive, The Woodlands, Texas 77381, United States
| | - Liqing Chen
- School of Molecular Sciences, Arizona State University, Box 871604, Tempe, Arizona 85287, United States
- Center for Membrane Proteins in Infectious Diseases (MPID), Arizona State University, Box 871604, Tempe, Arizona 85287, United States
| | - Rebekka M Wachter
- School of Molecular Sciences, Arizona State University, Box 871604, Tempe, Arizona 85287, United States
- Center for Membrane Proteins in Infectious Diseases (MPID), Arizona State University, Box 871604, Tempe, Arizona 85287, United States
| | - Petra Fromme
- School of Molecular Sciences, Arizona State University, Box 871604, Tempe, Arizona 85287, United States
- Center for Membrane Proteins in Infectious Diseases (MPID), Arizona State University, Box 871604, Tempe, Arizona 85287, United States
- Center for Applied Structural Discovery, The Biodesign Institute, Arizona State University, PO Box 875001, Tempe, Arizona 85287, United States
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22
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Noinaj N, Mayclin S, Stanley AM, Jao CC, Buchanan SK. From Constructs to Crystals - Towards Structure Determination of β-barrel Outer Membrane Proteins. J Vis Exp 2016. [PMID: 27404000 DOI: 10.3791/53245] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/28/2022] Open
Abstract
Membrane proteins serve important functions in cells such as nutrient transport, motility, signaling, survival and virulence, yet constitute only ~1% percent of known structures. There are two types of membrane proteins, α-helical and β-barrel. While α-helical membrane proteins can be found in nearly all cellular membranes, β-barrel membrane proteins can only be found in the outer membranes of mitochondria, chloroplasts, and Gram-negative bacteria. One common bottleneck in structural studies of membrane proteins in general is getting enough pure sample for analysis. In hopes of assisting those interested in solving the structure of their favorite β-barrel outer membrane protein (OMP), general protocols are presented for the production of target β-barrel OMPs at levels useful for structure determination by either X-ray crystallography and/or NMR spectroscopy. Here, we outline construct design for both native expression and for expression into inclusion bodies, purification using an affinity tag, and crystallization using detergent screening, bicelle, and lipidic cubic phase techniques. These protocols have been tested and found to work for most OMPs from Gram-negative bacteria; however, there are some targets, particularly for mitochondria and chloroplasts that may require other methods for expression and purification. As such, the methods here should be applicable for most projects that involve OMPs from Gram-negative bacteria, yet the expression levels and amount of purified sample will vary depending on the target OMP.
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Affiliation(s)
- Nicholas Noinaj
- Department of Biological Sciences, Markey Center for Structural Biology, Purdue University;
| | - Stephen Mayclin
- National Institute of Diabetes and Digestive and Kidney Diseases (NIDDK), National Institutes of Health
| | - Ann M Stanley
- National Institute of Diabetes and Digestive and Kidney Diseases (NIDDK), National Institutes of Health; National Institute of General Medical Sciences (NIGMS), National Institutes of Health
| | - Christine C Jao
- National Institute of Diabetes and Digestive and Kidney Diseases (NIDDK), National Institutes of Health; National Institute of General Medical Sciences (NIGMS), National Institutes of Health
| | - Susan K Buchanan
- National Institute of Diabetes and Digestive and Kidney Diseases (NIDDK), National Institutes of Health
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23
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Dow XY, Dettmar CM, DeWalt EL, Newman JA, Dow AR, Roy-Chowdhury S, Coe JD, Kupitz C, Fromme P, Simpson GJ. Second harmonic generation correlation spectroscopy for characterizing translationally diffusing protein nanocrystals. Acta Crystallogr D Struct Biol 2016; 72:849-59. [PMID: 27377382 PMCID: PMC4932918 DOI: 10.1107/s205979831600841x] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.1] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/19/2016] [Accepted: 05/24/2016] [Indexed: 11/10/2022] Open
Abstract
Second harmonic generation correlation spectroscopy (SHG-CS) is demonstrated as a new approach to protein nanocrystal characterization. A novel line-scanning approach was performed to enable autocorrelation analysis without sample damage from the intense incident beam. An analytical model for autocorrelation was developed, which includes a correction for the optical scattering forces arising when focusing intense, infrared beams. SHG-CS was applied to the analysis of BaTiO3 nanoparticles ranging from 200 to ∼500 nm and of photosystem I nanocrystals. A size distribution was recovered for each sample and compared with the size histogram measured by scanning electron microscopy (SEM). Good agreement was observed between the two independent measurements. The intrinsic selectivity of the second-order nonlinear optical process provides SHG-CS with the ability to distinguish well ordered nanocrystals from conglomerates and amorphous aggregates. Combining the recovered distribution of particle diameters with the histogram of measured SHG intensities provides the inherent hyperpolarizability per unit volume of the SHG-active nanoparticles. Simulations suggest that the SHG activity per unit volume is likely to exhibit relatively low sensitivity to the subtle distortions within the lattice that contribute to resolution loss in X-ray diffraction, but high sensitivity to the presence of multi-domain crystals.
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Affiliation(s)
- Ximeng Y. Dow
- Chemistry Department, Purdue University, West Lafayette, IN 47907, USA
| | | | - Emma L. DeWalt
- Chemistry Department, Purdue University, West Lafayette, IN 47907, USA
| | - Justin A. Newman
- Chemistry Department, Purdue University, West Lafayette, IN 47907, USA
| | - Alexander R. Dow
- Chemistry Department, Purdue University, West Lafayette, IN 47907, USA
| | - Shatabdi Roy-Chowdhury
- School of Molecular Sciences, Arizona State University, Tempe, AZ 85287-1604, USA
- Center for Applied Structural Discovery, Biodesign Institute, Arizona State University, Tempe, AZ 85287-7401, USA
| | - Jesse D. Coe
- School of Molecular Sciences, Arizona State University, Tempe, AZ 85287-1604, USA
- Center for Applied Structural Discovery, Biodesign Institute, Arizona State University, Tempe, AZ 85287-7401, USA
| | - Christopher Kupitz
- School of Molecular Sciences, Arizona State University, Tempe, AZ 85287-1604, USA
| | - Petra Fromme
- School of Molecular Sciences, Arizona State University, Tempe, AZ 85287-1604, USA
| | - Garth J. Simpson
- Chemistry Department, Purdue University, West Lafayette, IN 47907, USA
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24
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Rodriguez JA, Gonen T. High-Resolution Macromolecular Structure Determination by MicroED, a cryo-EM Method. Methods Enzymol 2016; 579:369-92. [PMID: 27572734 PMCID: PMC5656567 DOI: 10.1016/bs.mie.2016.04.017] [Citation(s) in RCA: 8] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 03/20/2023]
Abstract
Microelectron diffraction (MicroED) is a new cryo-electron microscopy (cryo-EM) method capable of determining macromolecular structures at atomic resolution from vanishingly small 3D crystals. MicroED promises to solve atomic resolution structures from even the tiniest of crystals, less than a few hundred nanometers thick. MicroED complements frontier advances in crystallography and represents part of the rebirth of cryo-EM that is making macromolecular structure determination more accessible for all. Here we review the concept and practice of MicroED, for both the electron microscopist and crystallographer. Where other reviews have addressed specific details of the technique (Hattne et al., 2015; Shi et al., 2016; Shi, Nannenga, Iadanza, & Gonen, 2013), we aim to provide context and highlight important features that should be considered when performing a MicroED experiment.
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Affiliation(s)
- J A Rodriguez
- UCLA-DOE Institute, University of California, Los Angeles CA, United States
| | - T Gonen
- Janelia Research Campus, Howard Hughes Medical Institute, Ashburn VA, United States.
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25
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Wojdyla JA, Panepucci E, Martiel I, Ebner S, Huang CY, Caffrey M, Bunk O, Wang M. Fast two-dimensional grid and transmission X-ray microscopy scanning methods for visualizing and characterizing protein crystals. J Appl Crystallogr 2016; 49:944-952. [PMID: 27275141 PMCID: PMC4886984 DOI: 10.1107/s1600576716006233] [Citation(s) in RCA: 33] [Impact Index Per Article: 4.1] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/11/2016] [Accepted: 04/13/2016] [Indexed: 11/17/2022] Open
Abstract
A fast continuous grid scan protocol has been incorporated into the Swiss Light Source (SLS) data acquisition and analysis software suite on the macromolecular crystallography (MX) beamlines. Its combination with fast readout single-photon counting hybrid pixel array detectors (PILATUS and EIGER) allows for diffraction-based identification of crystal diffraction hotspots and the location and centering of membrane protein microcrystals in the lipid cubic phase (LCP) in in meso in situ serial crystallography plates and silicon nitride supports. Diffraction-based continuous grid scans with both still and oscillation images are supported. Examples that include a grid scan of a large (50 nl) LCP bolus and analysis of the resulting diffraction images are presented. Scanning transmission X-ray microscopy (STXM) complements and benefits from fast grid scanning. STXM has been demonstrated at the SLS beamline X06SA for near-zero-dose detection of protein crystals mounted on different types of sample supports at room and cryogenic temperatures. Flash-cooled crystals in nylon loops were successfully identified in differential and integrated phase images. Crystals of just 10 µm thickness were visible in integrated phase images using data collected with the EIGER detector. STXM offers a truly low-dose method for locating crystals on solid supports prior to diffraction data collection at both synchrotron microfocusing and free-electron laser X-ray facilities.
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Affiliation(s)
| | - Ezequiel Panepucci
- Swiss Light Source, Paul Scherrer Institute, 5232 Villigen PSI, Switzerland
| | - Isabelle Martiel
- Swiss Light Source, Paul Scherrer Institute, 5232 Villigen PSI, Switzerland
| | - Simon Ebner
- Swiss Light Source, Paul Scherrer Institute, 5232 Villigen PSI, Switzerland
| | - Chia-Ying Huang
- Membrane Structural and Functional Biology Group, School of Medicine and School of Biochemistry and Immunology, Trinity College Dublin, Dublin 2, Ireland
| | - Martin Caffrey
- Membrane Structural and Functional Biology Group, School of Medicine and School of Biochemistry and Immunology, Trinity College Dublin, Dublin 2, Ireland
| | - Oliver Bunk
- Swiss Light Source, Paul Scherrer Institute, 5232 Villigen PSI, Switzerland
| | - Meitian Wang
- Swiss Light Source, Paul Scherrer Institute, 5232 Villigen PSI, Switzerland
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26
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Ericson DL, Yin X, Scalia A, Samara YN, Stearns R, Vlahos H, Ellson R, Sweet RM, Soares AS. Acoustic Methods to Monitor Protein Crystallization and to Detect Protein Crystals in Suspensions of Agarose and Lipidic Cubic Phase. ACTA ACUST UNITED AC 2016; 21:107-14. [DOI: 10.1177/2211068215616365] [Citation(s) in RCA: 8] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/25/2015] [Indexed: 11/16/2022]
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27
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Lukk T, Gillilan RE, Szebenyi DME, Zipfel WR. A visible-light-excited fluorescence method for imaging protein crystals without added dyes. J Appl Crystallogr 2016; 49:234-240. [PMID: 26937240 PMCID: PMC4762565 DOI: 10.1107/s160057671502419x] [Citation(s) in RCA: 10] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/08/2015] [Accepted: 12/16/2015] [Indexed: 11/10/2022] Open
Abstract
Fluorescence microscopy methods have seen an increase in popularity in recent years for detecting protein crystals in screening trays. The fluorescence-based crystal detection methods have thus far relied on intrinsic UV-inducible tryptophan fluorescence, nonlinear optics or fluorescence in the visible light range dependent on crystals soaked with fluorescent dyes. In this paper data are presented on a novel visible-light-inducible autofluorescence arising from protein crystals as a result of general stabilization of conjugated double-bond systems and increased charge delocalization due to crystal packing. The visible-light-inducible autofluorescence serves as a complementary method to bright-field microscopy in beamline applications where accurate crystal centering about the rotation axis is essential. Owing to temperature-dependent chromophore stabilization, protein crystals exhibit tenfold higher fluorescence intensity at cryogenic temperatures, making the method ideal for experiments where crystals are cooled to 100 K with a cryostream. In addition to the non-damaging excitation wavelength and low laser power required for imaging, the method can also serve a useful role for differentiating protein crystals from salt crystals in screening trays.
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Affiliation(s)
- Tiit Lukk
- MacCHESS (Macromolecular Diffraction Facility at CHESS), Cornell University, 161 Synchrotron Drive, Ithaca, NY 14853, USA
| | - Richard E. Gillilan
- MacCHESS (Macromolecular Diffraction Facility at CHESS), Cornell University, 161 Synchrotron Drive, Ithaca, NY 14853, USA
| | - Doletha M. E. Szebenyi
- MacCHESS (Macromolecular Diffraction Facility at CHESS), Cornell University, 161 Synchrotron Drive, Ithaca, NY 14853, USA
| | - Warren R. Zipfel
- Department of Biomedical Engineering, Cornell University, B41 Weill Hall, Ithaca, NY 14853, USA
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28
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Nonlinear Optical Characterization of Membrane Protein Microcrystals and Nanocrystals. ADVANCES IN EXPERIMENTAL MEDICINE AND BIOLOGY 2016; 922:91-103. [DOI: 10.1007/978-3-319-35072-1_7] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 12/12/2022]
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29
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Gavira JA. Current trends in protein crystallization. Arch Biochem Biophys 2015; 602:3-11. [PMID: 26747744 DOI: 10.1016/j.abb.2015.12.010] [Citation(s) in RCA: 38] [Impact Index Per Article: 4.2] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/03/2015] [Revised: 12/16/2015] [Accepted: 12/22/2015] [Indexed: 10/24/2022]
Abstract
UNLABELLED Proteins belong to the most complex colloidal system in terms of their physicochemical properties, size and conformational-flexibility. This complexity contributes to their great sensitivity to any external change and dictate the uncertainty of crystallization. The need of 3D models to understand their functionality and interaction mechanisms with other neighbouring (macro)molecules has driven the tremendous effort put into the field of crystallography that has also permeated other fields trying to shed some light into reluctant-to-crystallize proteins. This review is aimed at revising protein crystallization from a regular-laboratory point of view. It is also devoted to highlight the latest developments and achievements to produce, identify and deliver high-quality protein crystals for XFEL, Micro-ED or neutron diffraction. The low likelihood of protein crystallization is rationalized by considering the intrinsic polypeptide nature (folded state, surface charge, etc) followed by a description of the standard crystallization methods (batch, vapour diffusion and counter-diffusion), including high throughput advances. Other methodologies aimed at determining protein features in solution (NMR, SAS, DLS) or to gather structural information from single particles such as Cryo-EM are also discussed. Finally, current approaches showing the convergence of different structural biology techniques and the cross-methodologies adaptation to tackle the most difficult problems, are presented. SYNOPSIS Current advances in biomacromolecules crystallization, from nano crystals for XFEL and Micro-ED to large crystals for neutron diffraction, are covered with special emphasis in methodologies applicable at laboratory scale.
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Affiliation(s)
- José A Gavira
- Laboratorio de Estudios Cristalográficos, IACT (CSIC-UGR), Avda. de las Palmeras, 4. 18100 Armilla, Granada, Spain
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30
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Luft JR, Wolfley JR, Franks EC, Lauricella AM, Gualtieri EJ, Snell EH, Xiao R, Everett JK, Montelione GT. The detection and subsequent volume optimization of biological nanocrystals. STRUCTURAL DYNAMICS (MELVILLE, N.Y.) 2015; 2:041710. [PMID: 26798809 PMCID: PMC4711624 DOI: 10.1063/1.4921199] [Citation(s) in RCA: 5] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Figures] [Subscribe] [Scholar Register] [Received: 03/10/2015] [Accepted: 05/05/2015] [Indexed: 06/05/2023]
Abstract
Identifying and then optimizing initial crystallization conditions is a prerequisite for macromolecular structure determination by crystallography. Improved technologies enable data collection on crystals that are difficult if not impossible to detect using visible imaging. The application of second-order nonlinear imaging of chiral crystals and ultraviolet two-photon excited fluorescence detection is shown to be applicable in a high-throughput manner to rapidly verify the presence of nanocrystals in crystallization screening conditions. It is noted that the nanocrystals are rarely seen without also producing microcrystals from other chemical conditions. A crystal volume optimization method is described and associated with a phase diagram for crystallization.
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Affiliation(s)
| | - Jennifer R Wolfley
- Hauptman-Woodward Medical Research Institute , 700 Ellicott Street, Buffalo, New York 14203, USA
| | - Eleanor Cook Franks
- Hauptman-Woodward Medical Research Institute , 700 Ellicott Street, Buffalo, New York 14203, USA
| | - Angela M Lauricella
- Hauptman-Woodward Medical Research Institute , 700 Ellicott Street, Buffalo, New York 14203, USA
| | - Ellen J Gualtieri
- Formulatrix, Inc. , 10 DeAngelo Drive, Bedford, Massachusetts 01730, USA
| | | | - Rong Xiao
- Department of Molecular Biology and Biochemistry, Center for Advanced Biotechnology and Medicine, and Northeast Structural Genomics Consortium, Rutgers, The State University of New Jersey , 679 Hoes Lane, Piscataway, New Jersey 08854-8021, USA
| | - John K Everett
- Department of Molecular Biology and Biochemistry, Center for Advanced Biotechnology and Medicine, and Northeast Structural Genomics Consortium, Rutgers, The State University of New Jersey , 679 Hoes Lane, Piscataway, New Jersey 08854-8021, USA
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Coe J, Kupitz C, Basu S, Conrad CE, Roy-Chowdhury S, Fromme R, Fromme P. Crystallization of Photosystem II for Time-Resolved Structural Studies Using an X-ray Free Electron Laser. Methods Enzymol 2015; 557:459-82. [PMID: 25950978 PMCID: PMC4558102 DOI: 10.1016/bs.mie.2015.01.011] [Citation(s) in RCA: 11] [Impact Index Per Article: 1.2] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/02/2022]
Abstract
Photosystem II (PSII) is a membrane protein supercomplex that executes the initial reaction of photosynthesis in higher plants, algae, and cyanobacteria. It captures the light from the sun to catalyze a transmembrane charge separation. In a series of four charge separation events, utilizing the energy from four photons, PSII oxidizes two water molecules to obtain dioxygen, four protons, and four electrons. The light reactions of photosystems I and II (PSI and PSII) result in the formation of an electrochemical transmembrane proton gradient that is used for the production of ATP. Electrons that are subsequently transferred from PSI via the soluble protein ferredoxin to ferredoxin-NADP(+) reductase that reduces NADP(+) to NADPH. The products of photosynthesis and the elemental oxygen evolved sustain all higher life on Earth. All oxygen in the atmosphere is produced by the oxygen-evolving complex in PSII, a process that changed our planet from an anoxygenic to an oxygenic atmosphere 2.5 billion years ago. In this chapter, we provide recent insight into the mechanisms of this process and methods used in probing this question.
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Affiliation(s)
- Jesse Coe
- Department of Chemistry and Biochemistry, Arizona State University, Tempe, Arizona, USA
| | - Christopher Kupitz
- Department of Chemistry and Biochemistry, Arizona State University, Tempe, Arizona, USA
| | - Shibom Basu
- Department of Chemistry and Biochemistry, Arizona State University, Tempe, Arizona, USA
| | - Chelsie E Conrad
- Department of Chemistry and Biochemistry, Arizona State University, Tempe, Arizona, USA
| | | | - Raimund Fromme
- Department of Chemistry and Biochemistry, Arizona State University, Tempe, Arizona, USA
| | - Petra Fromme
- Department of Chemistry and Biochemistry, Arizona State University, Tempe, Arizona, USA.
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Palczewska G, Salom D. Imaging of rhodopsin crystals with two-photon microscopy. Methods Mol Biol 2015; 1271:55-64. [PMID: 25697516 DOI: 10.1007/978-1-4939-2330-4_4] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 02/01/2023]
Abstract
Two-photon microscopy has been shown to be an invaluable tool for detecting and monitoring protein crystallization trials and characterizing membrane protein crystals. This imaging method has proven especially useful for rhodopsin, because of the dependence of rhodopsin's fluorescence spectra on the isomerization state of its intrinsic chromophore (retinylidene) and, as such, it can provide additional information about the identity and functional state of rhodopsin in crystals. Here, we describe the acquisition of images and two-photon excitation and emission spectra using a commercial two-photon microscope, along with detailed instructions for the handling of rhodopsin crystals and specific examples of rhodopsin data.
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Use of transmission electron microscopy to identify nanocrystals of challenging protein targets. Proc Natl Acad Sci U S A 2014; 111:8470-5. [PMID: 24872454 DOI: 10.1073/pnas.1400240111] [Citation(s) in RCA: 46] [Impact Index Per Article: 4.6] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/31/2022] Open
Abstract
The current practice for identifying crystal hits for X-ray crystallography relies on optical microscopy techniques that are limited to detecting crystals no smaller than 5 μm. Because of these limitations, nanometer-sized protein crystals cannot be distinguished from common amorphous precipitates, and therefore go unnoticed during screening. These crystals would be ideal candidates for further optimization or for femtosecond X-ray protein nanocrystallography. The latter technique offers the possibility to solve high-resolution structures using submicron crystals. Transmission electron microscopy (TEM) was used to visualize nanocrystals (NCs) found in crystallization drops that would classically not be considered as "hits." We found that protein NCs were readily detected in all samples tested, including multiprotein complexes and membrane proteins. NC quality was evaluated by TEM visualization of lattices, and diffraction quality was validated by experiments in an X-ray free electron laser.
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Closser RG, Gualtieri EJ, Newman JA, Simpson GJ. Characterization of salt interferences in second-harmonic generation detection of protein crystals. J Appl Crystallogr 2013; 46:1903-1906. [PMID: 24282335 DOI: 10.1107/s0021889813027581] [Citation(s) in RCA: 16] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/17/2013] [Accepted: 10/09/2013] [Indexed: 11/10/2022] Open
Abstract
Studies were undertaken to assess the merits and limitations of second-harmonic generation (SHG) for the selective detection of protein and polypeptide crystal formation, focusing on the potential for false positives from SHG-active salts present in crystallization media. The SHG activities of salts commonly used in protein crystallization were measured and quantitatively compared with reference samples. Out of 19 salts investigated, six produced significant background SHG and 15 of the 96 wells of a sparse-matrix screen produced SHG upon solvent evaporation. SHG-active salts include phosphates, hydrated sulfates, formates and tartrates, while chlorides, acetates and anhydrous sulfates resulted in no detectable SHG activity. The identified SHG-active salts produced a range of signal intensities spanning nearly three orders of magnitude. However, even the weakest SHG-active salt produced signals that were several orders of magnitude greater than those produced by typical protein crystals. In general, SHG-active salts were identifiable through characteristically strong SHG and negligible two-photon-excited ultraviolet fluorescence (TPE-UVF). Exceptions included trials containing either potassium dihydrogen phosphate or ammonium formate, which produced particularly strong SHG, but with residual weak TPE-UVF signals that could potentially complicate discrimination in crystallization experiments using these precipitants.
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Affiliation(s)
- R G Closser
- Department of Chemistry, Purdue University, 560 Oval Drive, West Lafayette, IN 47907, USA
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Madden JT, Toth SJ, Dettmar CM, Newman JA, Oglesbee RA, Hedderich HG, Everly RM, Becker M, Ronau JA, Buchanan SK, Cherezov V, Morrow ME, Xu S, Ferguson D, Makarov O, Das C, Fischetti R, Simpson GJ. Integrated nonlinear optical imaging microscope for on-axis crystal detection and centering at a synchrotron beamline. JOURNAL OF SYNCHROTRON RADIATION 2013; 20:531-40. [PMID: 23765294 PMCID: PMC3682636 DOI: 10.1107/s0909049513007942] [Citation(s) in RCA: 18] [Impact Index Per Article: 1.6] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 10/12/2012] [Accepted: 03/22/2013] [Indexed: 05/22/2023]
Abstract
Nonlinear optical (NLO) instrumentation has been integrated with synchrotron X-ray diffraction (XRD) for combined single-platform analysis, initially targeting applications for automated crystal centering. Second-harmonic-generation microscopy and two-photon-excited ultraviolet fluorescence microscopy were evaluated for crystal detection and assessed by X-ray raster scanning. Two optical designs were constructed and characterized; one positioned downstream of the sample and one integrated into the upstream optical path of the diffractometer. Both instruments enabled protein crystal identification with integration times between 80 and 150 µs per pixel, representing a ∼10(3)-10(4)-fold reduction in the per-pixel exposure time relative to X-ray raster scanning. Quantitative centering and analysis of phenylalanine hydroxylase from Chromobacterium violaceum cPAH, Trichinella spiralis deubiquitinating enzyme TsUCH37, human κ-opioid receptor complex kOR-T4L produced in lipidic cubic phase (LCP), intimin prepared in LCP, and α-cellulose samples were performed by collecting multiple NLO images. The crystalline samples were characterized by single-crystal diffraction patterns, while α-cellulose was characterized by fiber diffraction. Good agreement was observed between the sample positions identified by NLO and XRD raster measurements for all samples studied.
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Affiliation(s)
- Jeremy T. Madden
- Department of Chemistry, Purdue University, 560 Oval Drive, West Lafayette, IN 47906, USA
| | - Scott J. Toth
- Department of Chemistry, Purdue University, 560 Oval Drive, West Lafayette, IN 47906, USA
| | - Christopher M. Dettmar
- Department of Chemistry, Purdue University, 560 Oval Drive, West Lafayette, IN 47906, USA
| | - Justin A. Newman
- Department of Chemistry, Purdue University, 560 Oval Drive, West Lafayette, IN 47906, USA
| | - Robert A. Oglesbee
- Department of Chemistry, Purdue University, 560 Oval Drive, West Lafayette, IN 47906, USA
| | - Hartmut G. Hedderich
- Department of Chemistry, Purdue University, 560 Oval Drive, West Lafayette, IN 47906, USA
| | - R. Michael Everly
- Department of Chemistry, Purdue University, 560 Oval Drive, West Lafayette, IN 47906, USA
| | - Michael Becker
- GM/CA@APS, Advanced Photon Source, Argonne National Laboratory, 9700 South Cass Avenue, Argonne, IL 60439, USA
| | - Judith A. Ronau
- Department of Chemistry, Purdue University, 560 Oval Drive, West Lafayette, IN 47906, USA
| | - Susan K. Buchanan
- NIDDK, National Institutes of Health, Building 50, Room 4503, 50 South Drive, Bethesda, MD 20814, USA
| | - Vadim Cherezov
- Department of Molecular Biology, The Scripps Research Institute, 10550 North Torrey Pines Road, La Jolla, CA 92037, USA
| | - Marie E. Morrow
- Department of Chemistry, Purdue University, 560 Oval Drive, West Lafayette, IN 47906, USA
| | - Shenglan Xu
- GM/CA@APS, Advanced Photon Source, Argonne National Laboratory, 9700 South Cass Avenue, Argonne, IL 60439, USA
| | - Dale Ferguson
- GM/CA@APS, Advanced Photon Source, Argonne National Laboratory, 9700 South Cass Avenue, Argonne, IL 60439, USA
| | - Oleg Makarov
- GM/CA@APS, Advanced Photon Source, Argonne National Laboratory, 9700 South Cass Avenue, Argonne, IL 60439, USA
| | - Chittaranjan Das
- Department of Chemistry, Purdue University, 560 Oval Drive, West Lafayette, IN 47906, USA
| | - Robert Fischetti
- GM/CA@APS, Advanced Photon Source, Argonne National Laboratory, 9700 South Cass Avenue, Argonne, IL 60439, USA
| | - Garth J. Simpson
- Department of Chemistry, Purdue University, 560 Oval Drive, West Lafayette, IN 47906, USA
- Correspondence e-mail:
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Kissick DJ, Dettmar CM, Becker M, Mulichak AM, Cherezov V, Ginell SL, Battaile KP, Keefe LJ, Fischetti RF, Simpson GJ. Towards protein-crystal centering using second-harmonic generation (SHG) microscopy. ACTA CRYSTALLOGRAPHICA. SECTION D, BIOLOGICAL CRYSTALLOGRAPHY 2013; 69:843-51. [PMID: 23633594 PMCID: PMC3640472 DOI: 10.1107/s0907444913002746] [Citation(s) in RCA: 23] [Impact Index Per Article: 2.1] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 06/06/2012] [Accepted: 01/28/2013] [Indexed: 11/10/2022]
Abstract
The potential of second-harmonic generation (SHG) microscopy for automated crystal centering to guide synchrotron X-ray diffraction of protein crystals was explored. These studies included (i) comparison of microcrystal positions in cryoloops as determined by SHG imaging and by X-ray diffraction rastering and (ii) X-ray structure determinations of selected proteins to investigate the potential for laser-induced damage from SHG imaging. In studies using β2 adrenergic receptor membrane-protein crystals prepared in lipidic mesophase, the crystal locations identified by SHG images obtained in transmission mode were found to correlate well with the crystal locations identified by raster scanning using an X-ray minibeam. SHG imaging was found to provide about 2 µm spatial resolution and shorter image-acquisition times. The general insensitivity of SHG images to optical scatter enabled the reliable identification of microcrystals within opaque cryocooled lipidic mesophases that were not identified by conventional bright-field imaging. The potential impact of extended exposure of protein crystals to five times a typical imaging dose from an ultrafast laser source was also assessed. Measurements of myoglobin and thaumatin crystals resulted in no statistically significant differences between structures obtained from diffraction data acquired from exposed and unexposed regions of single crystals. Practical constraints for integrating SHG imaging into an active beamline for routine automated crystal centering are discussed.
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Affiliation(s)
- David J. Kissick
- Department of Chemistry, Purdue University, West Lafayette, IN 47907, USA
| | | | - Michael Becker
- GM/CA-CAT at the APS, Biosciences Division, Argonne National Laboratory, Argonne, IL 60439, USA
| | - Anne M. Mulichak
- IMCA-CAT, Hauptman–Woodward Medical Research Institute, Argonne, IL 60439, USA
| | | | - Stephan L. Ginell
- SBC-CAT at the APS, Biosciences Division, Argonne National Laboratory, Argonne, IL 60439, USA
| | - Kevin P. Battaile
- IMCA-CAT, Hauptman–Woodward Medical Research Institute, Argonne, IL 60439, USA
| | - Lisa J. Keefe
- IMCA-CAT, Hauptman–Woodward Medical Research Institute, Argonne, IL 60439, USA
| | - Robert F. Fischetti
- GM/CA-CAT at the APS, Biosciences Division, Argonne National Laboratory, Argonne, IL 60439, USA
| | - Garth J. Simpson
- Department of Chemistry, Purdue University, West Lafayette, IN 47907, USA
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Kissick DJ, Muir RD, Sullivan SZ, Oglesbee RA, Simpson GJ. Real-time dynamic range and signal to noise enhancement in beam-scanning microscopy by integration of sensor characteristics, data acquisition hardware, and statistical methods. PROCEEDINGS OF SPIE--THE INTERNATIONAL SOCIETY FOR OPTICAL ENGINEERING 2013; 8657:86570E. [PMID: 24817799 DOI: 10.1117/12.2008607] [Citation(s) in RCA: 5] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 11/14/2022]
Abstract
Despite the ubiquitous use of multi-photon and confocal microscopy measurements in biology, the core techniques typically suffer from fundamental compromises between signal to noise (S/N) and linear dynamic range (LDR). In this study, direct synchronous digitization of voltage transients coupled with statistical analysis is shown to allow S/N approaching the theoretical maximum throughout an LDR spanning more than 8 decades, limited only by the dark counts of the detector on the low end and by the intrinsic nonlinearities of the photomultiplier tube (PMT) detector on the high end. Synchronous digitization of each voltage transient represents a fundamental departure from established methods in confocal/multi-photon imaging, which are currently based on either photon counting or signal averaging. High information-density data acquisition (up to 3.2 GB/s of raw data) enables the smooth transition between the two modalities on a pixel-by-pixel basis and the ultimate writing of much smaller files (few kB/s). Modeling of the PMT response allows extraction of key sensor parameters from the histogram of voltage peak-heights. Applications in second harmonic generation (SHG) microscopy are described demonstrating S/N approaching the shot-noise limit of the detector over large dynamic ranges.
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Affiliation(s)
- David J Kissick
- Department of Chemistry, Purdue University, West Lafayette IN, USA 47907
| | - Ryan D Muir
- Department of Chemistry, Purdue University, West Lafayette IN, USA 47907
| | - Shane Z Sullivan
- Department of Chemistry, Purdue University, West Lafayette IN, USA 47907
| | - Robert A Oglesbee
- Department of Chemistry, Purdue University, West Lafayette IN, USA 47907
| | - Garth J Simpson
- Department of Chemistry, Purdue University, West Lafayette IN, USA 47907
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DeWalt EL, Begue VJ, Ronau JA, Sullivan SZ, Das C, Simpson GJ. Polarization-resolved second-harmonic generation microscopy as a method to visualize protein-crystal domains. ACTA CRYSTALLOGRAPHICA. SECTION D, BIOLOGICAL CRYSTALLOGRAPHY 2013; 69:74-81. [PMID: 23275165 PMCID: PMC3532131 DOI: 10.1107/s0907444912042503] [Citation(s) in RCA: 29] [Impact Index Per Article: 2.6] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 08/08/2012] [Accepted: 10/10/2012] [Indexed: 11/11/2022]
Abstract
Polarization-resolved second-harmonic generation (PR-SHG) microscopy is described and applied to identify the presence of multiple crystallographic domains within protein-crystal conglomerates, which was confirmed by synchrotron X-ray diffraction. Principal component analysis (PCA) of PR-SHG images resulted in principal component 2 (PC2) images with areas of contrasting negative and positive values for conglomerated crystals and PC2 images exhibiting uniformly positive or uniformly negative values for single crystals. Qualitative assessment of PC2 images allowed the identification of domains of different internal ordering within protein-crystal samples as well as differentiation between multi-domain conglomerated crystals and single crystals. PR-SHG assessments of crystalline domains were in good agreement with spatially resolved synchrotron X-ray diffraction measurements. These results have implications for improving the productive throughput of protein structure determination through early identification of multi-domain crystals.
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Affiliation(s)
- Emma L. DeWalt
- Department of Chemistry, Purdue University, 560 Oval Drive, West Lafayette, IN 47907-2084, USA
| | - Victoria J. Begue
- Department of Chemistry, Purdue University, 560 Oval Drive, West Lafayette, IN 47907-2084, USA
| | - Judith A. Ronau
- Department of Chemistry, Purdue University, 560 Oval Drive, West Lafayette, IN 47907-2084, USA
| | - Shane Z. Sullivan
- Department of Chemistry, Purdue University, 560 Oval Drive, West Lafayette, IN 47907-2084, USA
| | - Chittaranjan Das
- Department of Chemistry, Purdue University, 560 Oval Drive, West Lafayette, IN 47907-2084, USA
| | - Garth J. Simpson
- Department of Chemistry, Purdue University, 560 Oval Drive, West Lafayette, IN 47907-2084, USA
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Haupert LM, DeWalt EL, Simpson GJ. Modeling the SHG activities of diverse protein crystals. ACTA CRYSTALLOGRAPHICA SECTION D: BIOLOGICAL CRYSTALLOGRAPHY 2012; 68:1513-21. [PMID: 23090400 DOI: 10.1107/s0907444912037638] [Citation(s) in RCA: 20] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Received: 05/07/2012] [Accepted: 08/31/2012] [Indexed: 11/10/2022]
Abstract
A symmetry-additive ab initio model for second-harmonic generation (SHG) activity of protein crystals was applied to assess the likely protein-crystal coverage of SHG microscopy. Calculations were performed for 250 proteins in nine point-group symmetries: a total of 2250 crystals. The model suggests that the crystal symmetry and the limit of detection of the instrument are expected to be the strongest predictors of coverage of the factors considered, which also included secondary-structural content and protein size. Much of the diversity in SHG activity is expected to arise primarily from the variability in the intrinsic protein response as well as the orientation within the crystal lattice. Two or more orders-of-magnitude variation in intensity are expected even within protein crystals of the same symmetry. SHG measurements of tetragonal lysozyme crystals confirmed detection, from which a protein coverage of ~84% was estimated based on the proportion of proteins calculated to produce SHG responses greater than that of tetragonal lysozyme. Good agreement was observed between the measured and calculated ratios of the SHG intensity from lysozyme in tetragonal and monoclinic lattices.
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Affiliation(s)
- Levi M Haupert
- Department of Chemistry, Purdue University, 560 Oval Drive, West Lafayette, IN 47907, USA
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