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Gonzalez A, Krojer T, Nan J, Bjelčić M, Aggarwal S, Gorgisyan I, Milas M, Eguiraun M, Casadei C, Chenchiliyan M, Jurgilaitis A, Kroon D, Ahn B, Ekström JC, Aurelius O, Lang D, Ursby T, Thunnissen MMGM. Status and perspective of protein crystallography at the first multi-bend achromat based synchrotron MAX IV. JOURNAL OF SYNCHROTRON RADIATION 2025; 32:779-791. [PMID: 40184323 DOI: 10.1107/s1600577525002255] [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: 11/29/2024] [Accepted: 03/12/2025] [Indexed: 04/06/2025]
Abstract
The first multi-bend achromat based synchrotron MAX IV operates two protein crystallography beamlines, BioMAX and MicroMAX. BioMAX is designed as a versatile, stable, high-throughput beamline catering for most protein crystallography experiments. MicroMAX is a more ambitious beamline dedicated to serial crystallography including time-resolved experiments. Both beamlines exploit the special characteristics of fourth-generation beamlines provided by the 3 GeV ring of MAX IV. In addition, the fragment-based drug discovery platform, FragMAX, is hosted and, at the FemtoMAX beamline, protein diffraction experiments exploring ultrafast time resolution can be performed. A technical and operational overview of the different beamlines and the platform is given as well as an outlook for protein crystallography embedded in the wider possibilities that MAX IV offers to users in the life sciences.
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Affiliation(s)
- Ana Gonzalez
- MAX IV Laboratory, Lund University, Fotongatan 2, Lund 224 84, Sweden
| | - Tobias Krojer
- MAX IV Laboratory, Lund University, Fotongatan 2, Lund 224 84, Sweden
| | - Jie Nan
- MAX IV Laboratory, Lund University, Fotongatan 2, Lund 224 84, Sweden
| | - Monika Bjelčić
- MAX IV Laboratory, Lund University, Fotongatan 2, Lund 224 84, Sweden
| | - Swati Aggarwal
- MAX IV Laboratory, Lund University, Fotongatan 2, Lund 224 84, Sweden
| | - Ishkan Gorgisyan
- MAX IV Laboratory, Lund University, Fotongatan 2, Lund 224 84, Sweden
| | - Mirko Milas
- MAX IV Laboratory, Lund University, Fotongatan 2, Lund 224 84, Sweden
| | - Mikel Eguiraun
- MAX IV Laboratory, Lund University, Fotongatan 2, Lund 224 84, Sweden
| | - Cecilia Casadei
- MAX IV Laboratory, Lund University, Fotongatan 2, Lund 224 84, Sweden
| | | | | | - David Kroon
- MAX IV Laboratory, Lund University, Fotongatan 2, Lund 224 84, Sweden
| | - Byungnam Ahn
- MAX IV Laboratory, Lund University, Fotongatan 2, Lund 224 84, Sweden
| | - John Carl Ekström
- MAX IV Laboratory, Lund University, Fotongatan 2, Lund 224 84, Sweden
| | - Oskar Aurelius
- MAX IV Laboratory, Lund University, Fotongatan 2, Lund 224 84, Sweden
| | - Dean Lang
- MAX IV Laboratory, Lund University, Fotongatan 2, Lund 224 84, Sweden
| | - Thomas Ursby
- MAX IV Laboratory, Lund University, Fotongatan 2, Lund 224 84, Sweden
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2
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White T, Schoof T, Yakubov S, Tolstikova A, Middendorf P, Karnevskiy M, Mariani V, Henkel A, Klopprogge B, Hannappel J, Oberthuer D, De Gennaro Aquino I, Egorov D, Munke A, Sprenger J, Pompidor G, Taberman H, Gruzinov A, Meyer J, Hakanpää J, Gasthuber M. Real-time data processing for serial crystallography experiments. IUCRJ 2025; 12:97-108. [PMID: 39714221 PMCID: PMC11707691 DOI: 10.1107/s2052252524011837] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 02/14/2024] [Accepted: 12/05/2024] [Indexed: 12/24/2024]
Abstract
We report the use of streaming data interfaces to perform fully online data processing for serial crystallography experiments, without storing intermediate data on disk. The system produces Bragg reflection intensity measurements suitable for scaling and merging, with a latency of less than 1 s per frame. Our system uses the CrystFEL software in combination with the ASAP::O data framework. In a series of user experiments at PETRA III, frames from a 16 megapixel Dectris EIGER2 X detector were searched for peaks, indexed and integrated at the maximum full-frame readout speed of 133 frames per second. The computational resources required depend on various factors, most significantly the fraction of non-blank frames (`hits'). The average single-thread processing time per frame was 242 ms for blank frames and 455 ms for hits, meaning that a single 96-core computing node was sufficient to keep up with the data, with ample headroom for unexpected throughput reductions. Further significant improvements are expected, for example by binning pixel intensities together to reduce the pixel count. We discuss the implications of real-time data processing on the `data deluge' problem from recent and future photon-science experiments, in particular on calibration requirements, computing access patterns and the need for the preservation of raw data.
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Affiliation(s)
- Thomas White
- Deutsches Elektronen-Synchrotron DESYHamburgGermany
- Center for Data and Computing in Natural Science CDCSDeutsches Elektronen-Synchrotron DESYHamburgGermany
| | - Tim Schoof
- Deutsches Elektronen-Synchrotron DESYHamburgGermany
| | | | | | - Philipp Middendorf
- Center for Free-Electron Laser Science CFELDeutsches Elektronen-Synchrotron DESYHamburgGermany
| | | | - Valerio Mariani
- Linac Coherent Light SourceSLAC National Accelerator LaboratoryMenlo ParkUSA
| | - Alessandra Henkel
- Center for Free-Electron Laser Science CFELDeutsches Elektronen-Synchrotron DESYHamburgGermany
| | - Bjarne Klopprogge
- Center for Free-Electron Laser Science CFELDeutsches Elektronen-Synchrotron DESYHamburgGermany
- The Hamburg Centre for Ultrafast Imaging, Hamburg, Germany
| | | | - Dominik Oberthuer
- Center for Free-Electron Laser Science CFELDeutsches Elektronen-Synchrotron DESYHamburgGermany
| | - Ivan De Gennaro Aquino
- Center for Free-Electron Laser Science CFELDeutsches Elektronen-Synchrotron DESYHamburgGermany
| | - Dmitry Egorov
- Center for Free-Electron Laser Science CFELDeutsches Elektronen-Synchrotron DESYHamburgGermany
| | - Anna Munke
- Center for Free-Electron Laser Science CFELDeutsches Elektronen-Synchrotron DESYHamburgGermany
| | - Janina Sprenger
- Center for Free-Electron Laser Science CFELDeutsches Elektronen-Synchrotron DESYHamburgGermany
| | | | | | | | - Jan Meyer
- Deutsches Elektronen-Synchrotron DESYHamburgGermany
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Glover H, Saßmannshausen T, Bertrand Q, Trabuco M, Slavov C, Bacchin A, Andres F, Kondo Y, Stipp R, Wranik M, Khusainov G, Carrillo M, Kekilli D, Nan J, Gonzalez A, Cheng R, Neidhart W, Weinert T, Leonarski F, Dworkowski F, Kepa M, Wachtveitl J, Hennig M, Standfuss J. Photoswitch dissociation from a G protein-coupled receptor resolved by time-resolved serial crystallography. Nat Commun 2024; 15:10837. [PMID: 39738009 DOI: 10.1038/s41467-024-55109-w] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/20/2024] [Accepted: 11/27/2024] [Indexed: 01/01/2025] Open
Abstract
G protein-coupled receptors (GPCRs) are the largest family of cell surface receptors in humans. The binding and dissociation of ligands tunes the inherent conformational flexibility of these important drug targets towards distinct functional states. Here we show how to trigger and resolve protein-ligand interaction dynamics within the human adenosine A2A receptor. For this, we designed seven photochemical affinity switches derived from the anti-Parkinson's drug istradefylline. In a rational approach based on UV/Vis spectroscopy, time-resolved absorption spectroscopy, differential scanning fluorimetry and cryo-crystallography, we identified compounds suitable for time-resolved serial crystallography. Our analysis of millisecond-scale dynamics revealed how trans-to-cis isomerization shifts selected istradefylline derivatives within the binding pocket. Depending on the chemical nature of the ligand, interactions between extracellular loops 2 and 3, acting as a lid on the binding pocket, are disrupted and rearrangement of the orthosteric binding pocket is invoked upon ligand dissociation. This innovative approach provides insights into GPCR dynamics at the atomic level, offering potential for developing novel pharmaceuticals.
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Affiliation(s)
- Hannah Glover
- PSI Center for Life Sciences, Villigen PSI, Switzerland
| | - Torben Saßmannshausen
- Institute of Physical and Theoretical Chemistry, Goethe University, Frankfurt, Germany
| | | | | | - Chavdar Slavov
- Institute of Physical and Theoretical Chemistry, Goethe University, Frankfurt, Germany
- Department of Chemistry, University of South Florida, Tampa, USA
| | | | - Fabio Andres
- leadXpro AG, Park Innovaare, Villigen PSI, Switzerland
| | - Yasushi Kondo
- PSI Center for Life Sciences, Villigen PSI, Switzerland
| | - Robin Stipp
- PSI Center for Life Sciences, Villigen PSI, Switzerland
| | | | | | | | - Demet Kekilli
- PSI Center for Life Sciences, Villigen PSI, Switzerland
| | - Jie Nan
- MaxIV Laboratory, Lund University, Lund, Sweden
| | | | - Robert Cheng
- leadXpro AG, Park Innovaare, Villigen PSI, Switzerland
| | | | | | | | | | - Michal Kepa
- PSI Center for Life Sciences, Villigen PSI, Switzerland
| | - Josef Wachtveitl
- Institute of Physical and Theoretical Chemistry, Goethe University, Frankfurt, Germany
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4
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Helliwell JR, Hester JR, Kroon-Batenburg LMJ, McMahon B, Storm SLS. The evolution of raw data archiving and the growth of its importance in crystallography. IUCRJ 2024; 11:464-475. [PMID: 38864497 PMCID: PMC11220881 DOI: 10.1107/s205225252400455x] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Received: 03/09/2024] [Accepted: 05/15/2024] [Indexed: 06/13/2024]
Abstract
The hardware for data archiving has expanded capacities for digital storage enormously in the past decade or more. The IUCr evaluated the costs and benefits of this within an official working group which advised that raw data archiving would allow ground truth reproducibility in published studies. Consultations of the IUCr's Commissions ensued via a newly constituted standing advisory committee, the Committee on Data. At all stages, the IUCr financed workshops to facilitate community discussions and possible methods of raw data archiving implementation. The recent launch of the IUCrData journal's Raw Data Letters is a milestone in the implementation of raw data archiving beyond the currently published studies: it includes diffraction patterns that have not been fully interpreted, if at all. The IUCr 75th Congress in Melbourne included a workshop on raw data reuse, discussing the successes and ongoing challenges of raw data reuse. This article charts the efforts of the IUCr to facilitate discussions and plans relating to raw data archiving and reuse within the various communities of crystallography, diffraction and scattering.
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Affiliation(s)
- John R. Helliwell
- Department of ChemistryUniversity of ManchesterManchesterM13 9PLUnited Kingdom
| | - James R. Hester
- Australian Nuclear Science and Technology Organisation (ANSTO)Locked Bag 2001Kirrawee DCNew South Wales2232Australia
| | - Loes M. J. Kroon-Batenburg
- Structural Biochemistry, Bijvoet Center for Biomolecular ResearchUtrecht UniversityUniversiteitsweg 993584 CGUtrechtThe Netherlands
| | - Brian McMahon
- International Union of Crystallography5 Abbey SquareChesterCH1 2HUUnited Kingdom
| | - Selina L. S. Storm
- European Molecular Biology Laboratoryc/o DESY, Notkestraße 8522607HamburgGermany
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5
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Mous S, Poitevin F, Hunter MS, Asthagiri DN, Beck TL. Structural biology in the age of X-ray free-electron lasers and exascale computing. Curr Opin Struct Biol 2024; 86:102808. [PMID: 38547555 DOI: 10.1016/j.sbi.2024.102808] [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: 11/09/2023] [Revised: 02/07/2024] [Accepted: 03/07/2024] [Indexed: 05/19/2024]
Abstract
Serial femtosecond X-ray crystallography has emerged as a powerful method for investigating biomolecular structure and dynamics. With the new generation of X-ray free-electron lasers, which generate ultrabright X-ray pulses at megahertz repetition rates, we can now rapidly probe ultrafast conformational changes and charge movement in biomolecules. Over the last year, another innovation has been the deployment of Frontier, the world's first exascale supercomputer. Synergizing extremely high repetition rate X-ray light sources and exascale computing has the potential to accelerate discovery in biomolecular sciences. Here we outline our perspective on each of these remarkable innovations individually, and the opportunities and challenges in yoking them within an integrated research infrastructure.
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Affiliation(s)
- Sandra Mous
- Linac Coherent Light Source, SLAC National Accelerator Laboratory, Menlo Park, 94025, CA, USA
| | - Frédéric Poitevin
- Linac Coherent Light Source, SLAC National Accelerator Laboratory, Menlo Park, 94025, CA, USA
| | - Mark S Hunter
- Linac Coherent Light Source, SLAC National Accelerator Laboratory, Menlo Park, 94025, CA, USA.
| | - Dilipkumar N Asthagiri
- National Center for Computational Sciences, Oak Ridge National Laboratory, Oak Ridge, 37830-6012, TN, USA
| | - Thomas L Beck
- National Center for Computational Sciences, Oak Ridge National Laboratory, Oak Ridge, 37830-6012, TN, USA.
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Khusainov G, Standfuss J, Weinert T. The time revolution in macromolecular crystallography. STRUCTURAL DYNAMICS (MELVILLE, N.Y.) 2024; 11:020901. [PMID: 38616866 PMCID: PMC11015943 DOI: 10.1063/4.0000247] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Figures] [Subscribe] [Scholar Register] [Received: 01/17/2024] [Accepted: 03/18/2024] [Indexed: 04/16/2024]
Abstract
Macromolecular crystallography has historically provided the atomic structures of proteins fundamental to cellular functions. However, the advent of cryo-electron microscopy for structure determination of large and increasingly smaller and flexible proteins signaled a paradigm shift in structural biology. The extensive structural and sequence data from crystallography and advanced sequencing techniques have been pivotal for training computational models for accurate structure prediction, unveiling the general fold of most proteins. Here, we present a perspective on the rise of time-resolved crystallography as the new frontier of macromolecular structure determination. We trace the evolution from the pioneering time-resolved crystallography methods to modern serial crystallography, highlighting the synergy between rapid detection technologies and state-of-the-art x-ray sources. These innovations are redefining our exploration of protein dynamics, with high-resolution crystallography uniquely positioned to elucidate rapid dynamic processes at ambient temperatures, thus deepening our understanding of protein functionality. We propose that the integration of dynamic structural data with machine learning advancements will unlock predictive capabilities for protein kinetics, revolutionizing dynamics like macromolecular crystallography revolutionized structural biology.
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Affiliation(s)
- Georgii Khusainov
- Laboratory of Biomolecular Research, Division of Biology and Chemistry, Paul Scherrer Institut, Villigen PSI, Switzerland
| | - Joerg Standfuss
- Laboratory of Biomolecular Research, Division of Biology and Chemistry, Paul Scherrer Institut, Villigen PSI, Switzerland
| | - Tobias Weinert
- Laboratory of Biomolecular Research, Division of Biology and Chemistry, Paul Scherrer Institut, Villigen PSI, Switzerland
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Verdaguer N, Ferrer-Orta C, Garriga D. X-Ray Crystallography of Viruses. Subcell Biochem 2024; 105:135-169. [PMID: 39738946 DOI: 10.1007/978-3-031-65187-8_4] [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] [Indexed: 01/02/2025]
Abstract
Since the 1970s and for about 40 years, X-ray crystallography has been by far the most powerful approach for determining virus structures at close to atomic resolutions. Information provided by these studies has deeply and extensively enriched and shaped our vision of the virus world. In turn, the ever-increasing complexity and size of the virus structures being investigated have constituted a major driving force for methodological and conceptual developments in X-ray macromolecular crystallography (MX). Landmarks of the structure determination of viral particles, such as the ones from the first animal viruses or from the first membrane-containing viruses, have often been associated with methodological breakthroughs in X-ray crystallography.In recent years, the advent of new detectors with fast frame rate, high sensitivity, and low-noise background has changed the way MX data is collected, enabling new types of studies at X-ray free-electron laser and synchrotron facilities. In parallel, a very high degree of automation has been established at most MX synchrotron beamlines, allowing the screening of large number of crystals with very high throughputs. This has proved crucial for fragment-based drug design projects, of special relevance for the identification of new antiviral drugs.This change in the usage of X-ray crystallography is also mirrored in the recent advances in cryo-electron microscopy (cryo-EM), which can nowadays produce macromolecule structures at resolutions comparable to those obtained by MX. Since this technique is especially amenable for large protein assemblies, cryo-EM has progressively turned into the favored technique to study the structure of large viral particles at high resolution.In this chapter, we present the common ground of proteins and virus crystallography with an emphasis in the peculiarities of virus-related studies.
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Affiliation(s)
- Núria Verdaguer
- Institut de Biologia Molecular de Barcelona (CSIC), Parc Científic de Barcelona, Barcelona, Spain.
| | - Cristina Ferrer-Orta
- Institut de Biologia Molecular de Barcelona (CSIC), Parc Científic de Barcelona, Barcelona, Spain
| | - Damià Garriga
- ALBA Synchrotron Light Source, Cerdanyola del Vallès, Spain
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