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Shaikhqasem A, Stubbs MT. Preparing submicrometer crystals for electron diffraction. Nat Protoc 2025; 20:1101-1102. [PMID: 39706913 DOI: 10.1038/s41596-024-01098-5] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/23/2024]
Affiliation(s)
- Alaa Shaikhqasem
- Institut für Biochemie und Biotechnologie, Charles-Tanford-Proteinzentrum, Martin-Luther-Universität Halle-Wittenberg, Halle (Saale), Germany.
| | - Milton T Stubbs
- Institut für Biochemie und Biotechnologie, Charles-Tanford-Proteinzentrum, Martin-Luther-Universität Halle-Wittenberg, Halle (Saale), Germany.
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2
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Tremlett CJ, Stubbs J, Stuart WS, Shaw Stewart PD, West J, Orville AM, Tews I, Harmer NJ. Small but mighty: the power of microcrystals in structural biology. IUCRJ 2025; 12:262-279. [PMID: 40080159 PMCID: PMC12044856 DOI: 10.1107/s2052252525001484] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 11/15/2024] [Accepted: 02/18/2025] [Indexed: 03/15/2025]
Abstract
Advancements in macromolecular crystallography, driven by improved sources and cryocooling techniques, have enabled the use of increasingly smaller crystals for structure determination, with microfocus beamlines now widely accessible. Initially developed for challenging samples, these techniques have culminated in advanced beamlines such as VMXm. Here, an in vacuo sample environment improves the signal-to-noise ratio in X-ray diffraction experiments, and thus enables the use of submicrometre crystals. The advancement of techniques such as microcrystal electron diffraction (MicroED) for atomic-level insights into charged states and hydrogen positions, along with room-temperature crystallography to observe physiological states via serial crystallography, has driven a resurgence in the use of microcrystals. Reproducibly preparing small crystals, especially from samples that typically yield larger crystals, requires considerable effort, as no one singular approach guarantees optimal crystals for every technique. This review discusses methods for generating such small crystals, including mechanical crushing and batch crystallization with seeding, and evaluates their compatibility with microcrystal data-collection modalities. Additionally, we examine sample-delivery methods, which are crucial for selecting appropriate crystallization strategies. Establishing reliable protocols for sample preparation and delivery opens new avenues for macromolecular crystallography, particularly in the rapidly progressing field of time-resolved crystallography.
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Affiliation(s)
- Courtney J. Tremlett
- Living Systems InstituteUniversity of ExeterStocker RoadExeterEX4 4QDUnited Kingdom
- Department of BiosciencesUniversity of ExeterStocker RoadExeterEX4 4QDUnited Kingdom
| | - Jack Stubbs
- School of Biological Sciences, Faculty of Environmental and Life SciencesUniversity of SouthamptonSouthamptonSO17 1BJUnited Kingdom
- Diamond Light Source (United Kingdom)Harwell Science and Innovation CampusDidcotOX11 0DEUnited Kingdom
| | - William S. Stuart
- Living Systems InstituteUniversity of ExeterStocker RoadExeterEX4 4QDUnited Kingdom
- Department of BiosciencesUniversity of ExeterStocker RoadExeterEX4 4QDUnited Kingdom
- Defence Science and Technology LaboratoryPorton DownSalisburySP4 0JQUnited Kingdom
| | | | - Jonathan West
- Institute for Life SciencesUniversity of SouthamptonSouthamptonSO17 1BJUnited Kingdom
- Cancer Sciences, Faculty of MedicineUniversity of SouthamptonSouthamptonSO17 1BJUnited Kingdom
| | - Allen M. Orville
- Diamond Light Source (United Kingdom)Harwell Science and Innovation CampusDidcotOX11 0DEUnited Kingdom
- Research Complex at HarwellHarwell Science and Innovation CampusDidcotOX11 0FAUnited Kingdom
| | - Ivo Tews
- School of Biological Sciences, Faculty of Environmental and Life SciencesUniversity of SouthamptonSouthamptonSO17 1BJUnited Kingdom
- Institute for Life SciencesUniversity of SouthamptonSouthamptonSO17 1BJUnited Kingdom
| | - Nicholas J. Harmer
- Living Systems InstituteUniversity of ExeterStocker RoadExeterEX4 4QDUnited Kingdom
- Department of BiosciencesUniversity of ExeterStocker RoadExeterEX4 4QDUnited Kingdom
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3
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Nicolas WJ, Gillman C, Weaver SJ, Clabbers MTB, Shiriaeva A, Her AS, Martynowycz MW, Gonen T. Comprehensive microcrystal electron diffraction sample preparation for cryo-EM. Nat Protoc 2025; 20:1275-1309. [PMID: 39706914 DOI: 10.1038/s41596-024-01088-7] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/16/2023] [Accepted: 10/09/2024] [Indexed: 12/23/2024]
Abstract
Microcrystal electron diffraction (MicroED) has advanced structural methods across a range of sample types, from small molecules to proteins. This cryogenic electron microscopy (cryo-EM) technique involves the continuous rotation of small 3D crystals in the electron beam, while a high-speed camera captures diffraction data in the form of a movie. The crystal structure is subsequently determined by using established X-ray crystallographic software. MicroED is a technique still under development, and hands-on expertise in sample preparation, data acquisition and processing is not always readily accessible. This comprehensive guide on MicroED sample preparation addresses commonly used methods for various sample categories, including room temperature solid-state small molecules and soluble and membrane protein crystals. Beyond detailing the steps of sample preparation for new users, and because every crystal requires unique growth and sample-preparation conditions, this resource provides instructions and optimization strategies for MicroED sample preparation. The protocol is suitable for users with expertise in biochemistry, crystallography, general cryo-EM and crystallography data processing. MicroED experiments, from sample vitrification to final structure, can take anywhere from one workday to multiple weeks, especially when cryogenic focused ion beam milling is involved.
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Affiliation(s)
- William J Nicolas
- Howard Hughes Medical Institute, University of California Los Angeles, Los Angeles, CA, USA
| | - Cody Gillman
- Department of Biological Chemistry, University of California Los Angeles, Los Angeles, CA, USA
- Molecular Biology Institute, University of California, Los Angeles, CA, USA
| | - Sara J Weaver
- Department of Biological Chemistry, University of California Los Angeles, Los Angeles, CA, USA
| | - Max T B Clabbers
- Howard Hughes Medical Institute, University of California Los Angeles, Los Angeles, CA, USA
- Department of Biological Chemistry, University of California Los Angeles, Los Angeles, CA, USA
| | - Anna Shiriaeva
- Department of Biological Chemistry, University of California Los Angeles, Los Angeles, CA, USA
| | - Ampon Sae Her
- Department of Biological Chemistry, University of California Los Angeles, Los Angeles, CA, USA
| | - Michael W Martynowycz
- Department of Biological Chemistry, University of California Los Angeles, Los Angeles, CA, USA
| | - Tamir Gonen
- Howard Hughes Medical Institute, University of California Los Angeles, Los Angeles, CA, USA.
- Department of Biological Chemistry, University of California Los Angeles, Los Angeles, CA, USA.
- Molecular Biology Institute, University of California, Los Angeles, CA, USA.
- Department of Physiology, University of California Los Angeles, Los Angeles, CA, USA.
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4
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Mirza S, Ahmad MS. Applications of MicroED in structural biology and structure-based drug discovery. Biochim Biophys Acta Gen Subj 2025; 1869:130758. [PMID: 39761934 DOI: 10.1016/j.bbagen.2025.130758] [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: 08/12/2024] [Revised: 01/02/2025] [Accepted: 01/02/2025] [Indexed: 01/11/2025]
Abstract
Microcrystal electron diffraction (MicroED) is an emerging method for the structure determination of proteins and peptides, enzyme-inhibitor complexes. Several structures of biomolecules, including lysozyme, proteinase K, adenosine receptor A2A, insulin, xylanase, thermolysin, DNA, and Granulovirus occlusion bodies, have been successfully determined through MicroED. As MicroED uses very small crystals for structure determination, therefore, it has several advantages over conventional X-ray diffraction methods. In this review article, we discussed the most recent developments in the field of MicroED and its applications for the structural determination of different types of peptides, proteins, enzymes, DNA, and enzyme-inhibitor-complexed structures.
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Affiliation(s)
- Salma Mirza
- Dow University of Health Sciences, Ojha, Karachi 74200, Pakistan
| | - Malik Shoaib Ahmad
- Dr. Panjwani Center for Molecular Medicine and Drug Research, International Center for Chemical and Biological Sciences, University of Karachi, Karachi 75270, Pakistan; H.E.J. Research Institute of Chemistry, International Center for Chemical and Biological Sciences, University of Karachi, Karachi 75270, Pakistan.
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5
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Vlahakis N, Qu S, Richards LS, de Moraes LS, Cascio D, Nelson HM, Rodriguez JA. Fast event-based electron counting for small-molecule structure determination by MicroED. Acta Crystallogr C Struct Chem 2025; 81:116-130. [PMID: 39982366 PMCID: PMC11881165 DOI: 10.1107/s2053229624012300] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/19/2024] [Accepted: 12/20/2024] [Indexed: 02/22/2025] Open
Abstract
Electron counting helped realize the resolution revolution in single-particle cryoEM and is now accelerating the determination of MicroED structures. Its advantages are best demonstrated by new direct electron detectors capable of fast (kilohertz) event-based electron counting (EBEC). This strategy minimizes the inaccuracies introduced by coincidence loss (CL) and promises rapid determination of accurate structures. We used the Direct Electron Apollo camera to leverage EBEC technology for MicroED data collection. Given its ability to count single electrons, the Apollo collects high-quality MicroED data from organic small-molecule crystals illuminated with incident electron beam flux densities as low as 0.01-0.045 e-/Å2/s. Under even the lowest flux density (0.01 e-/Å2/s) condition, fast EBEC data produced ab initio structures of a salen ligand (268 Da) and biotin (244 Da). Each structure was determined from a 100° wedge of data collected from a single crystal in as few as 50 s, with a delivered fluence of only ∼0.5 e-/Å2. Fast EBEC data collected with a fluence of 2.25 or 3.33 e-/Å2 also facilitated a 1.5 Å structure of thiostrepton (1665 Da). While refinement of these structures appeared unaffected by CL, a CL adjustment applied to EBEC data further improved the distribution of intensities measured from the salen ligand and biotin crystals. However, CL adjustment only marginally improved the refinement of their corresponding structures, signaling the already high counting accuracy of detectors with counting rates in the kilohertz range. Overall, by delivering low-dose structure-worthy data, fast EBEC collection strategies open new possibilities for high-throughput MicroED.
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Affiliation(s)
- Niko Vlahakis
- Department of Chemistry and Biochemistry UCLA-DOE Institute for Genomics and Proteomics STROBE NSF Science and Technology Center University of California Los Angeles (UCLA) Los Angeles CA 90095 USA
| | - Songrong Qu
- Department of Chemistry and Biochemistry UCLA-DOE Institute for Genomics and Proteomics STROBE NSF Science and Technology Center University of California Los Angeles (UCLA) Los Angeles CA 90095 USA
| | - Logan S. Richards
- Department of Chemistry and Biochemistry UCLA-DOE Institute for Genomics and Proteomics STROBE NSF Science and Technology Center University of California Los Angeles (UCLA) Los Angeles CA 90095 USA
| | - Lygia Silva de Moraes
- Division of Chemistry and Chemical Engineering California Institute of Technology,Pasadena CA 91125 USA
| | - Duilio Cascio
- Department of Chemistry and Biochemistry UCLA-DOE Institute for Genomics and Proteomics STROBE NSF Science and Technology Center University of California Los Angeles (UCLA) Los Angeles CA 90095 USA
| | - Hosea M. Nelson
- Division of Chemistry and Chemical Engineering California Institute of Technology,Pasadena CA 91125 USA
| | - Jose A. Rodriguez
- Department of Chemistry and Biochemistry UCLA-DOE Institute for Genomics and Proteomics STROBE NSF Science and Technology Center University of California Los Angeles (UCLA) Los Angeles CA 90095 USA
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6
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Aragon M, Bowman SEJ, Chen CH, de la Cruz MJ, Decato DA, Eng ET, Flatt KM, Gulati S, Li Y, Lomba CJ, Mercado B, Miller J, Palatinus L, Rice WJ, Waterman D, Zimanyi CM. Applying 3D ED/MicroED workflows toward the next frontiers. Acta Crystallogr C Struct Chem 2024; 80:179-189. [PMID: 38712546 PMCID: PMC11150879 DOI: 10.1107/s2053229624004078] [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: 03/22/2024] [Accepted: 05/02/2024] [Indexed: 05/08/2024] Open
Abstract
We report on the latest advancements in Microcrystal Electron Diffraction (3D ED/MicroED), as discussed during a symposium at the National Center for CryoEM Access and Training housed at the New York Structural Biology Center. This snapshot describes cutting-edge developments in various facets of the field and identifies potential avenues for continued progress. Key sections discuss instrumentation access, research applications for small molecules and biomacromolecules, data collection hardware and software, data reduction software, and finally reporting and validation. 3D ED/MicroED is still early in its wide adoption by the structural science community with ample opportunities for expansion, growth, and innovation.
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Affiliation(s)
- Mahira Aragon
- Simons Electron Microscopy Center, New York Structural Biology Center, 89 Convent Ave, New York, New York 10027, USA
| | - Sarah E. J. Bowman
- Hauptman-Woodward Medical Research Institute, 700 Ellicott St, Buffalo, New York 14203, USA
| | - Chun-Hsing Chen
- Department of Chemistry, University of North Carolina at Chapel Hill, Chapel Hill, North Carolina 27514, USA
| | - M. Jason de la Cruz
- Memorial Sloan Kettering Cancer Center, 1275 York Avenue, New York, New York 10065, USA
| | - Daniel A. Decato
- Chemistry and Biochemistry, University of Montana, 32 Campus Drive, Missoula, Montana 59812, USA
| | - Edward T. Eng
- Simons Electron Microscopy Center, New York Structural Biology Center, 89 Convent Ave, New York, New York 10027, USA
| | - Kristen M. Flatt
- Materials Research Laboratory, University of Illinois at Urbana Champaign, Urbana, Illinois 61801, USA
| | | | - Yuchen Li
- Department of Chemistry, Princeton University, Princeton, New Jersey 08544, USA
| | - Charles J. Lomba
- Department of Physics, Quantitative Biology Institute, Yale University, 260 Whitney Ave., New Haven, Connecticut 06520-8103, USA
| | - Brandon Mercado
- Department of Chemistry, Yale University, New Haven, Connecticut 06520, USA
| | - Jessalyn Miller
- Simons Electron Microscopy Center, New York Structural Biology Center, 89 Convent Ave, New York, New York 10027, USA
| | - Lukáš Palatinus
- Institute of Physics of the CAS/NanED, Na Slovance 1999/2, Prague 192000, Czech Republic
| | - William J. Rice
- Department of Cell Biology, NYU Grossman School of Medicine, 540 First Ave, New York, New York 10016, USA
| | - David Waterman
- Research Complex at Harwell, UKRI–STFC Rutherford Appleton Laboratory, Harwell, Didcot, Oxfordshire, OX11 0FA, England, United Kingdom
| | - Christina M. Zimanyi
- Simons Electron Microscopy Center, New York Structural Biology Center, 89 Convent Ave, New York, New York 10027, USA
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7
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Haymaker A, Nannenga BL. Advances and applications of microcrystal electron diffraction (MicroED). Curr Opin Struct Biol 2024; 84:102741. [PMID: 38086321 PMCID: PMC10882645 DOI: 10.1016/j.sbi.2023.102741] [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: 01/01/2023] [Revised: 11/17/2023] [Accepted: 11/19/2023] [Indexed: 02/08/2024]
Abstract
Microcrystal electron diffraction, commonly referred to as MicroED, has become a powerful tool for high-resolution structure determination. The method makes use of cryogenic transmission electron microscopes to collect electron diffraction data from crystals that are several orders of magnitude smaller than those used by other conventional diffraction techniques. MicroED has been used on a variety of samples including soluble proteins, membrane proteins, small organic molecules, and materials. Here we will review the MicroED method and highlight recent advancements to the methodology, as well as describe applications of MicroED within the fields of structural biology and chemical crystallography.
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Affiliation(s)
- Alison Haymaker
- Chemical Engineering, School for Engineering of Matter, Transport and Energy, Arizona State University, Tempe, AZ 85287, USA; Center for Applied Structural Discovery, The Biodesign Institute, Arizona State University, Tempe, AZ, USA
| | - Brent L Nannenga
- Chemical Engineering, School for Engineering of Matter, Transport and Energy, Arizona State University, Tempe, AZ 85287, USA; Center for Applied Structural Discovery, The Biodesign Institute, Arizona State University, Tempe, AZ, USA.
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8
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de la Cruz MJ, Eng ET. Scaling up cryo-EM for biology and chemistry: The journey from niche technology to mainstream method. Structure 2023; 31:1487-1498. [PMID: 37820731 PMCID: PMC10841453 DOI: 10.1016/j.str.2023.09.009] [Citation(s) in RCA: 8] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/29/2023] [Revised: 08/31/2023] [Accepted: 09/14/2023] [Indexed: 10/13/2023]
Abstract
Cryoelectron microscopy (cryo-EM) methods have made meaningful contributions in a wide variety of scientific research fields. In structural biology, cryo-EM routinely elucidates molecular structure from isolated biological macromolecular complexes or in a cellular context by harnessing the high-resolution power of the electron in order to image samples in a frozen, hydrated environment. For structural chemistry, the cryo-EM method popularly known as microcrystal electron diffraction (MicroED) has facilitated atomic structure generation of peptides and small molecules from their three-dimensional crystal forms. As cryo-EM has grown from an emerging technology, it has undergone modernization to enable multimodal transmission electron microscopy (TEM) techniques becoming more routine, reproducible, and accessible to accelerate research across multiple disciplines. We review recent advances in modern cryo-EM and assess how they are contributing to the future of the field with an eye to the past.
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Affiliation(s)
- M Jason de la Cruz
- Structural Biology Program, Sloan Kettering Institute, Memorial Sloan Kettering Cancer Center, New York, NY 10065, USA.
| | - Edward T Eng
- Simons Electron Microscopy Center, New York Structural Biology Center, New York, NY 10027, USA.
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9
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Moriscot C, Schoehn G, Housset D. High pressure freezing and cryo-sectioning can be used for protein structure determination by electron diffraction. Ultramicroscopy 2023; 254:113834. [PMID: 37666105 DOI: 10.1016/j.ultramic.2023.113834] [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: 03/03/2023] [Revised: 07/17/2023] [Accepted: 08/17/2023] [Indexed: 09/06/2023]
Abstract
Electron diffraction of three-dimensional nanometer sized crystals has emerged since 2013 as an efficient technique to solve the structure of both small organic molecules and model proteins. However, the major bottleneck of the technique when applied to protein samples is to produce nano-crystals that do not exceed 200 to 300 nm in at least one dimension and to deposit them on a grid while keeping the minimum amount of solvent around them. Since the presence of amorphous solvent around the crystal, necessary to preserve its integrity, increases the amount of diffuse scattering, thus degrading the signal-to noise ratio of the diffraction signal, other sample preparation strategies have been developed. One of them is the milling of thin crystal lamella using focused ion beam (FIB), which was successfully applied to several protein crystals. Here, we present a new approach that uses cryo-sectioning after high pressure freezing of dextran embedded protein crystals. 150 to 200 nm thick cryo-sections of hen egg white lysozyme tetragonal crystals where used for electron diffraction experiments. Complete diffraction data up to 2.9 Å resolution have been collected and the lysozyme structure has been solved by molecular replacement and refined against these data. Our data demonstrate that cryo-sectioning can preserve protein structure at high resolution and can be used as a new sample preparation technique for 3D electron diffraction experiments of protein crystals. The different orientations found in the crystal chips and their large number resulting from the cryo-sectioning make the latter an attractive approach as it combines advantages from both blotting approaches (number of crystals) and FIB-milling (controlled thickness and absence of solvent around the crystal).
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Affiliation(s)
| | - Guy Schoehn
- Univ. Grenoble Alpes, CNRS, CEA, IBS, F-38000 Grenoble, France
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10
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Gulati S, Pakzad A. Automated Continuous Diffraction Tomography with Gatan Direct Detection Electron Counting Cameras: Advantages and Best Practices for Data Acquisition. MICROSCOPY AND MICROANALYSIS : THE OFFICIAL JOURNAL OF MICROSCOPY SOCIETY OF AMERICA, MICROBEAM ANALYSIS SOCIETY, MICROSCOPICAL SOCIETY OF CANADA 2023; 29:1048-1049. [PMID: 37613263 DOI: 10.1093/micmic/ozad067.536] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 08/25/2023]
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11
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Danelius E, Patel K, Gonzalez B, Gonen T. MicroED in drug discovery. Curr Opin Struct Biol 2023; 79:102549. [PMID: 36821888 PMCID: PMC10023408 DOI: 10.1016/j.sbi.2023.102549] [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: 10/27/2022] [Revised: 01/16/2023] [Accepted: 01/23/2023] [Indexed: 02/23/2023]
Abstract
The cryo-electron microscopy (cryo-EM) method microcrystal electron diffraction (MicroED) was initially described in 2013 and has recently gained attention as an emerging technique for research in drug discovery. As compared to other methods in structural biology, MicroED provides many advantages deriving from the use of nanocrystalline material for the investigations. Here, we review the recent advancements in the field of MicroED and show important examples of small molecule, peptide and protein structures that has contributed to the current development of this method as an important tool for drug discovery.
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Affiliation(s)
- Emma Danelius
- Department of Biological Chemistry, University of California Los Angeles, 615 Charles E.Young Drive South, Los Angeles, CA 90095, USA; Howard Hughes Medical Institute, University of California Los Angeles, Los Angeles, CA 90095, USA
| | - Khushboo Patel
- Department of Biological Chemistry, University of California Los Angeles, 615 Charles E.Young Drive South, Los Angeles, CA 90095, USA; Howard Hughes Medical Institute, University of California Los Angeles, Los Angeles, CA 90095, USA
| | - Brenda Gonzalez
- Department of Biological Chemistry, University of California Los Angeles, 615 Charles E.Young Drive South, Los Angeles, CA 90095, USA; Howard Hughes Medical Institute, University of California Los Angeles, Los Angeles, CA 90095, USA
| | - Tamir Gonen
- Department of Biological Chemistry, University of California Los Angeles, 615 Charles E.Young Drive South, Los Angeles, CA 90095, USA; Howard Hughes Medical Institute, University of California Los Angeles, Los Angeles, CA 90095, USA; Department of Physiology, University of California Los Angeles, 615 Charles E. Young Drive South, Los Angeles, CA 90095, USA.
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12
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Hassanzadeh P, Atyabi F, Dinarvand R. Technical and engineering considerations for designing therapeutics and delivery systems. J Control Release 2023; 353:411-422. [PMID: 36470331 DOI: 10.1016/j.jconrel.2022.11.056] [Citation(s) in RCA: 4] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/08/2022] [Revised: 11/29/2022] [Accepted: 11/30/2022] [Indexed: 12/12/2022]
Abstract
The newly-emerged pathological conditions and increased rates of drug resistance necessitate application of the state-of-the-art technologies for accelerated discovery of the therapeutic candidates and obtaining comprehensive knowledge about their targets, action mechanisms, and interactions within the body including those between the receptors and drugs. Using the physics- and chemistry-based modern techniques for theranostic purposes, preparing smart carriers, local delivery of genes or drugs, and enhancing pharmaceutical bioavailability could be of great value against the hard-to-treat diseases and growing drug resistance. Besides the artificial intelligence- and quantum-based techniques, crystal engineering capable of designing new molecules with appropriate characteristics, improving the stability and bioavailability of poorly soluble drugs, and efficient carrier development could play a crucial role in manufacturing efficient pharmaceuticals and reducing the adverse events. In this context, identifying the structures and behaviors of crystals and predicting their characteristics are of great value. Electron diffraction by accelerated analysis of the chemicals and sensitivity to charge alterations, electromechanical tools for controlled delivery of therapeutics, mechatronics via fabrication of multi-functional smart products including the organ-on-chip devices for healthcare applications, and optomechatronics by overcoming the limitations of conventional biomedical techniques could address the unmet biomedical requirements and facilitate development of more effective theranostics with improved outcomes.
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Affiliation(s)
- Parichehr Hassanzadeh
- Nanotechnology Research Center, Faculty of Pharmacy, Tehran University of Medical Sciences, Tehran 13169-43551, Iran; Sasan Hospital, Tehran 14159-83391, Iran.
| | - Fatemeh Atyabi
- Nanotechnology Research Center, Faculty of Pharmacy, Tehran University of Medical Sciences, Tehran 13169-43551, Iran
| | - Rassoul Dinarvand
- Nanotechnology Research Center, Faculty of Pharmacy, Tehran University of Medical Sciences, Tehran 13169-43551, Iran
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13
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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: 74] [Impact Index Per Article: 24.7] [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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14
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Abstract
Electron crystallography has a storied history which rivals that of its more established X-ray-enabled counterpart. Recent advances in data collection and analysis have sparked a renaissance in the field, opening a new chapter for this venerable technique. Burgeoning interest in electron crystallography has spawned innovative methods described by various interchangeable labels (3D ED, MicroED, cRED, etc.). This Review covers concepts and findings relevant to the practicing crystallographer, with an emphasis on experiments aimed at using electron diffraction to elucidate the atomic structure of three-dimensional molecular crystals.
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Affiliation(s)
- Ambarneil Saha
- UCLA−DOE
Institute for Genomics and Proteomics, University
of California, Los Angeles, Los Angeles, California 90095, United States
- Department
of Chemistry and Biochemistry, University
of California, Los Angeles, Los
Angeles, California 90095, United States
| | - Shervin S. Nia
- UCLA−DOE
Institute for Genomics and Proteomics, University
of California, Los Angeles, Los Angeles, California 90095, United States
- Department
of Chemistry and Biochemistry, University
of California, Los Angeles, Los
Angeles, California 90095, United States
| | - José A. Rodríguez
- UCLA−DOE
Institute for Genomics and Proteomics, University
of California, Los Angeles, Los Angeles, California 90095, United States
- Department
of Chemistry and Biochemistry, University
of California, Los Angeles, Los
Angeles, California 90095, United States
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15
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Samperisi L, Zou X, Huang Z. Three-Dimensional Electron Diffraction: A Powerful Structural Characterization Technique for Crystal Engineering. CrystEngComm 2022. [DOI: 10.1039/d2ce00051b] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/21/2022]
Abstract
Understanding crystal structures and behaviors is crucial for constructing and engineering crystalline materials with various properties and functions. Recent advancement in three-dimensional electron diffraction (3D ED) and its application on...
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16
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Broadhurst ET, Xu H, Parsons S, Nudelman F. Revealing the early stages of carbamazepine crystallization by cryoTEM and 3D electron diffraction. IUCRJ 2021; 8:860-866. [PMID: 34804540 PMCID: PMC8562671 DOI: 10.1107/s2052252521010101] [Citation(s) in RCA: 13] [Impact Index Per Article: 3.3] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 06/02/2021] [Accepted: 09/28/2021] [Indexed: 06/13/2023]
Abstract
Time-resolved carbamazepine crystallization from wet ethanol has been monitored using a combination of cryoTEM and 3D electron diffraction. Carbamazepine is shown to crystallize exclusively as a dihydrate after 180 s. When the timescale was reduced to 30 s, three further polymorphs could be identified. At 20 s, the development of early stage carbamazepine dihydrate was observed through phase separation. This work reveals two possible crystallization pathways present in this active pharmaceutical ingredient.
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Affiliation(s)
- Edward T. Broadhurst
- EaStCHEM School of Chemistry and Centre for Science at Extreme Conditions, The University of Edinburgh, King’s Buildings, West Mains Road, Edinburgh EH9 3FJ, United Kingdom
| | - Hongyi Xu
- Materials and Environmental Chemistry, Stockholm University, Stockholm, SE-106 91, Sweden
| | - Simon Parsons
- EaStCHEM School of Chemistry and Centre for Science at Extreme Conditions, The University of Edinburgh, King’s Buildings, West Mains Road, Edinburgh EH9 3FJ, United Kingdom
| | - Fabio Nudelman
- EaStCHEM School of Chemistry and Centre for Science at Extreme Conditions, The University of Edinburgh, King’s Buildings, West Mains Road, Edinburgh EH9 3FJ, United Kingdom
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17
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Clark LJ, Bu G, Nannenga BL, Gonen T. MicroED for the study of protein–ligand interactions and the potential for drug discovery. Nat Rev Chem 2021; 5:853-858. [PMID: 37117388 DOI: 10.1038/s41570-021-00332-y] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 09/16/2021] [Indexed: 12/18/2022]
Abstract
Microcrystal electron diffraction (MicroED) is an electron cryo-microscopy (cryo-EM) technique used to determine molecular structures with crystals that are a millionth the size needed for traditional single-crystal X-ray crystallography. An exciting use of MicroED is in drug discovery and development, where it can be applied to the study of proteins and small molecule interactions, and for structure determination of natural products. The structures are then used for rational drug design and optimization. In this Perspective, we discuss the current applications of MicroED for structure determination of protein-ligand complexes and potential future applications in drug discovery.
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