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Mendez D, Holton JM, Lyubimov AY, Hollatz S, Mathews II, Cichosz A, Martirosyan V, Zeng T, Stofer R, Liu R, Song J, McPhillips S, Soltis M, Cohen AE. Deep residual networks for crystallography trained on synthetic data. Acta Crystallogr D Struct Biol 2024; 80:26-43. [PMID: 38164955 PMCID: PMC10833344 DOI: 10.1107/s2059798323010586] [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: 07/08/2023] [Accepted: 12/12/2023] [Indexed: 01/03/2024] Open
Abstract
The use of artificial intelligence to process diffraction images is challenged by the need to assemble large and precisely designed training data sets. To address this, a codebase called Resonet was developed for synthesizing diffraction data and training residual neural networks on these data. Here, two per-pattern capabilities of Resonet are demonstrated: (i) interpretation of crystal resolution and (ii) identification of overlapping lattices. Resonet was tested across a compilation of diffraction images from synchrotron experiments and X-ray free-electron laser experiments. Crucially, these models readily execute on graphics processing units and can thus significantly outperform conventional algorithms. While Resonet is currently utilized to provide real-time feedback for macromolecular crystallography users at the Stanford Synchrotron Radiation Lightsource, its simple Python-based interface makes it easy to embed in other processing frameworks. This work highlights the utility of physics-based simulation for training deep neural networks and lays the groundwork for the development of additional models to enhance diffraction collection and analysis.
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Affiliation(s)
- Derek Mendez
- Stanford Synchrotron Radiation Lightsource, SLAC National Accelerator Laboratory, Menlo Park, CA 94025, USA
| | - James M. Holton
- Stanford Synchrotron Radiation Lightsource, SLAC National Accelerator Laboratory, Menlo Park, CA 94025, USA
- Molecular Biophysics and Integrated Bioimaging Division, Lawrence Berkeley National Laboratory, Berkeley, CA 94720, USA
- Department of Biochemistry and Biophysics, UC San Francisco, San Francisco, CA 94158, USA
| | - Artem Y. Lyubimov
- Stanford Synchrotron Radiation Lightsource, SLAC National Accelerator Laboratory, Menlo Park, CA 94025, USA
| | - Sabine Hollatz
- Stanford Synchrotron Radiation Lightsource, SLAC National Accelerator Laboratory, Menlo Park, CA 94025, USA
| | - Irimpan I. Mathews
- Stanford Synchrotron Radiation Lightsource, SLAC National Accelerator Laboratory, Menlo Park, CA 94025, USA
| | - Aleksander Cichosz
- Department of Statistics and Applied Probability, UC Santa Barbara, Santa Barbara, CA 93106, USA
| | - Vardan Martirosyan
- Department of Mathematics, UC Santa Barbara, Santa Barbara, CA 93106, USA
| | - Teo Zeng
- Department of Statistics and Applied Probability, UC Santa Barbara, Santa Barbara, CA 93106, USA
| | - Ryan Stofer
- Department of Statistics and Applied Probability, UC Santa Barbara, Santa Barbara, CA 93106, USA
| | - Ruobin Liu
- Department of Statistics and Applied Probability, UC Santa Barbara, Santa Barbara, CA 93106, USA
| | - Jinhu Song
- Stanford Synchrotron Radiation Lightsource, SLAC National Accelerator Laboratory, Menlo Park, CA 94025, USA
| | - Scott McPhillips
- Stanford Synchrotron Radiation Lightsource, SLAC National Accelerator Laboratory, Menlo Park, CA 94025, USA
| | - Mike Soltis
- Stanford Synchrotron Radiation Lightsource, SLAC National Accelerator Laboratory, Menlo Park, CA 94025, USA
| | - Aina E. Cohen
- Stanford Synchrotron Radiation Lightsource, SLAC National Accelerator Laboratory, Menlo Park, CA 94025, USA
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2
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Malla TN, Zielinski K, Aldama L, Bajt S, Feliz D, Hayes B, Hunter M, Kupitz C, Lisova S, Knoska J, Martin-Garcia JM, Mariani V, Pandey S, Poudyal I, Sierra RG, Tolstikova A, Yefanov O, Yoon CH, Ourmazd A, Fromme P, Schwander P, Barty A, Chapman HN, Stojkovic EA, Batyuk A, Boutet S, Phillips GN, Pollack L, Schmidt M. Heterogeneity in M. tuberculosis β-lactamase inhibition by Sulbactam. Nat Commun 2023; 14:5507. [PMID: 37679343 PMCID: PMC10485065 DOI: 10.1038/s41467-023-41246-1] [Citation(s) in RCA: 4] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/19/2022] [Accepted: 08/27/2023] [Indexed: 09/09/2023] Open
Abstract
For decades, researchers have elucidated essential enzymatic functions on the atomic length scale by tracing atomic positions in real-time. Our work builds on possibilities unleashed by mix-and-inject serial crystallography (MISC) at X-ray free electron laser facilities. In this approach, enzymatic reactions are triggered by mixing substrate or ligand solutions with enzyme microcrystals. Here, we report in atomic detail (between 2.2 and 2.7 Å resolution) by room-temperature, time-resolved crystallography with millisecond time-resolution (with timepoints between 3 ms and 700 ms) how the Mycobacterium tuberculosis enzyme BlaC is inhibited by sulbactam (SUB). Our results reveal ligand binding heterogeneity, ligand gating, cooperativity, induced fit, and conformational selection all from the same set of MISC data, detailing how SUB approaches the catalytic clefts and binds to the enzyme noncovalently before reacting to a trans-enamine. This was made possible in part by the application of singular value decomposition to the MISC data using a program that remains functional even if unit cell parameters change up to 3 Å during the reaction.
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Affiliation(s)
- Tek Narsingh Malla
- Physics Department, University of Wisconsin-Milwaukee, Milwaukee, WI, USA
| | - Kara Zielinski
- School of Applied and Engineering Physics, Cornell University, Ithaca, NY, USA
| | - Luis Aldama
- Department of Biology, Northeastern Illinois University, Chicago, IL, USA
| | - Sasa Bajt
- The Hamburg Centre for Ultrafast Imaging, Hamburg, Germany
- Center for Free-Electron Laser Science CFEL, Deutsches Elektronen Synchrotron, Hamburg, Germany
| | - Denisse Feliz
- Department of Biology, Northeastern Illinois University, Chicago, IL, USA
| | - Brendon Hayes
- Linac Coherent Light Source LCLS, SLAC National Accelerator Laboratory, Menlo Park, CA, USA
| | - Mark Hunter
- Linac Coherent Light Source LCLS, SLAC National Accelerator Laboratory, Menlo Park, CA, USA
| | - Christopher Kupitz
- Linac Coherent Light Source LCLS, SLAC National Accelerator Laboratory, Menlo Park, CA, USA
| | - Stella Lisova
- Linac Coherent Light Source LCLS, SLAC National Accelerator Laboratory, Menlo Park, CA, USA
| | - Juraj Knoska
- Center for Free-Electron Laser Science CFEL, Deutsches Elektronen Synchrotron, Hamburg, Germany
| | - Jose Manuel Martin-Garcia
- Department of Crystallography and Structural Biology, Institute of Physical Chemistry Blas Cabrera, Spanish National Research Council (CSIC), Madrid, Spain
| | - Valerio Mariani
- Linac Coherent Light Source LCLS, SLAC National Accelerator Laboratory, Menlo Park, CA, USA
| | - Suraj Pandey
- Physics Department, University of Wisconsin-Milwaukee, Milwaukee, WI, USA
| | - Ishwor Poudyal
- Physics Department, University of Wisconsin-Milwaukee, Milwaukee, WI, USA
| | - Raymond G Sierra
- Linac Coherent Light Source LCLS, SLAC National Accelerator Laboratory, Menlo Park, CA, USA
| | | | - Oleksandr Yefanov
- Center for Free-Electron Laser Science CFEL, Deutsches Elektronen Synchrotron, Hamburg, Germany
| | - Chung Hong Yoon
- Linac Coherent Light Source LCLS, SLAC National Accelerator Laboratory, Menlo Park, CA, USA
| | - Abbas Ourmazd
- Physics Department, University of Wisconsin-Milwaukee, Milwaukee, WI, USA
| | - Petra Fromme
- School of Molecular Sciences and Biodesign Center for Applied Structural Discovery, 20 Arizona State University, Tempe, AZ, USA
| | - Peter Schwander
- Physics Department, University of Wisconsin-Milwaukee, Milwaukee, WI, USA
| | - Anton Barty
- Deutsches Elektronen-Synchrotron DESY, Hamburg, Germany
- Center for Data and Computing in Natural Science CDCS, Deutsches Elektronen-Synchrotron DESY, Hamburg, Germany
| | - Henry N Chapman
- The Hamburg Centre for Ultrafast Imaging, Hamburg, Germany
- Center for Free-Electron Laser Science CFEL, Deutsches Elektronen Synchrotron, Hamburg, Germany
- Department of Physics, Universität Hamburg, Hamburg, Germany
| | - Emina A Stojkovic
- Department of Biology, Northeastern Illinois University, Chicago, IL, USA
| | - Alexander Batyuk
- Linac Coherent Light Source LCLS, SLAC National Accelerator Laboratory, Menlo Park, CA, USA
| | - Sébastien Boutet
- Linac Coherent Light Source LCLS, SLAC National Accelerator Laboratory, Menlo Park, CA, USA
| | - George N Phillips
- Department of BioSciences, Rice University, Houston, TX, USA
- Department of Chemistry, Rice University, Houston, TX, USA
| | - Lois Pollack
- School of Applied and Engineering Physics, Cornell University, Ithaca, NY, USA
| | - Marius Schmidt
- Physics Department, University of Wisconsin-Milwaukee, Milwaukee, WI, USA.
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Schmidt M, Malla TN, Zielinski K, Aldama L, Bajt S, Feliz D, Hayes B, Hunter M, Kupitz C, Lisova S, Knoska J, Martin-Garcia J, Mariani V, Pandey S, Poudyal I, Sierra R, Tolstikova A, Yefanov O, Yoon CH, Ourmazd A, Fromme P, Schwander P, Barty A, Chapman H, Stojković E, Batyuk A, Boutet S, Phillips G, Pollack L. Heterogeneity in the M. tuberculosis β-Lactamase Inhibition by Sulbactam. RESEARCH SQUARE 2023:rs.3.rs-2334665. [PMID: 36712138 PMCID: PMC9882615 DOI: 10.21203/rs.3.rs-2334665/v1] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Figures] [Subscribe] [Scholar Register] [Indexed: 01/11/2023]
Abstract
For decades, researchers have been determined to elucidate essential enzymatic functions on the atomic lengths scale by tracing atomic positions in real time. Our work builds on new possibilities unleashed by mix-and-inject serial crystallography (MISC) 1-5 at X-ray free electron laser facilities. In this approach, enzymatic reactions are triggered by mixing substrate or ligand solutions with enzyme microcrystals 6 . Here, we report in atomic detail and with millisecond time-resolution how the Mycobacterium tuberculosis enzyme BlaC is inhibited by sulbactam (SUB). Our results reveal ligand binding heterogeneity, ligand gating 7-9 , cooperativity, induced fit 10,11 and conformational selection 11-13 all from the same set of MISC data, detailing how SUB approaches the catalytic clefts and binds to the enzyme non-covalently before reacting to a trans- enamine. This was made possible in part by the application of the singular value decomposition 14 to the MISC data using a newly developed program that remains functional even if unit cell parameters change during the reaction.
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Cellini A, Yuan Wahlgren W, Henry L, Pandey S, Ghosh S, Castillon L, Claesson E, Takala H, Kübel J, Nimmrich A, Kuznetsova V, Nango E, Iwata S, Owada S, Stojković EA, Schmidt M, Ihalainen JA, Westenhoff S. The three-dimensional structure of Drosophila melanogaster (6-4) photolyase at room temperature. Acta Crystallogr D Struct Biol 2021; 77:1001-1009. [PMID: 34342273 PMCID: PMC8329860 DOI: 10.1107/s2059798321005830] [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: 12/21/2020] [Accepted: 06/06/2021] [Indexed: 11/10/2022] Open
Abstract
(6-4) photolyases are flavoproteins that belong to the photolyase/cryptochrome family. Their function is to repair DNA lesions using visible light. Here, crystal structures of Drosophila melanogaster (6-4) photolyase [Dm(6-4)photolyase] at room and cryogenic temperatures are reported. The room-temperature structure was solved to 2.27 Å resolution and was obtained by serial femtosecond crystallography (SFX) using an X-ray free-electron laser. The crystallization and preparation conditions are also reported. The cryogenic structure was solved to 1.79 Å resolution using conventional X-ray crystallography. The structures agree with each other, indicating that the structural information obtained from crystallography at cryogenic temperature also applies at room temperature. Furthermore, UV-Vis absorption spectroscopy confirms that Dm(6-4)photolyase is photoactive in the crystals, giving a green light to time-resolved SFX studies on the protein, which can reveal the structural mechanism of the photoactivated protein in DNA repair.
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Affiliation(s)
- Andrea Cellini
- Department of Chemistry and Molecular Biology, University of Gothenburg, Box 462, 405 30 Gothenburg, Sweden
| | - Weixiao Yuan Wahlgren
- Department of Chemistry and Molecular Biology, University of Gothenburg, Box 462, 405 30 Gothenburg, Sweden
| | - Léocadie Henry
- Department of Chemistry and Molecular Biology, University of Gothenburg, Box 462, 405 30 Gothenburg, Sweden
| | - Suraj Pandey
- Physics Department, University of Wisconsin-Milwaukee, 3135 North Maryland Avenue, Milwaukee, WI 53211, USA
| | - Swagatha Ghosh
- Department of Chemistry and Molecular Biology, University of Gothenburg, Box 462, 405 30 Gothenburg, Sweden
| | - Leticia Castillon
- Department of Chemistry and Molecular Biology, University of Gothenburg, Box 462, 405 30 Gothenburg, Sweden
| | - Elin Claesson
- Department of Chemistry and Molecular Biology, University of Gothenburg, Box 462, 405 30 Gothenburg, Sweden
| | - Heikki Takala
- Department of Biological and Environmental Science, Nanoscience Center, University of Jyvaskyla, 40014 Jyvaskyla, Finland
- Department of Anatomy, Faculty of Medicine, University of Helsinki, Box 63, 00014 Helsinki, Finland
| | - Joachim Kübel
- Department of Chemistry and Molecular Biology, University of Gothenburg, Box 462, 405 30 Gothenburg, Sweden
| | - Amke Nimmrich
- Department of Chemistry and Molecular Biology, University of Gothenburg, Box 462, 405 30 Gothenburg, Sweden
| | - Valentyna Kuznetsova
- Department of Biological and Environmental Science, Nanoscience Center, University of Jyvaskyla, 40014 Jyvaskyla, Finland
| | - Eriko Nango
- Department of Cell Biology, Graduate School of Medicine, Kyoto University, Yoshidakonoe-cho, Sakyo-ku, Kyoto 606-8501, Japan
- RIKEN SPring-8 Center, 1-1-1 Kouto, Sayo-cho, Sayo-gun, Hyogo 679-5148, Japan
- Japan Synchrotron Radiation Research Institute, 1-1-1 Kouto, Sayo-cho, Sayo-gun, Hyogo 679-5198, Japan
- Institute of Multidisciplinary Research for Advanced Materials, Tohoku University, 2-1-1 Katahira, Aoba-ku, Sendai 980-8577, Japan
| | - So Iwata
- Department of Cell Biology, Graduate School of Medicine, Kyoto University, Yoshidakonoe-cho, Sakyo-ku, Kyoto 606-8501, Japan
- RIKEN SPring-8 Center, 1-1-1 Kouto, Sayo-cho, Sayo-gun, Hyogo 679-5148, Japan
- Japan Synchrotron Radiation Research Institute, 1-1-1 Kouto, Sayo-cho, Sayo-gun, Hyogo 679-5198, Japan
| | - Shigeki Owada
- Department of Cell Biology, Graduate School of Medicine, Kyoto University, Yoshidakonoe-cho, Sakyo-ku, Kyoto 606-8501, Japan
- RIKEN SPring-8 Center, 1-1-1 Kouto, Sayo-cho, Sayo-gun, Hyogo 679-5148, Japan
- Japan Synchrotron Radiation Research Institute, 1-1-1 Kouto, Sayo-cho, Sayo-gun, Hyogo 679-5198, Japan
| | - Emina A. Stojković
- Department of Biology, Northeastern Illinois University, 5500 North St Louis Avenue, Chicago, IL 60625, USA
| | - Marius Schmidt
- Physics Department, University of Wisconsin-Milwaukee, 3135 North Maryland Avenue, Milwaukee, WI 53211, USA
| | - Janne A. Ihalainen
- Department of Biological and Environmental Science, Nanoscience Center, University of Jyvaskyla, 40014 Jyvaskyla, Finland
| | - Sebastian Westenhoff
- Department of Chemistry and Molecular Biology, University of Gothenburg, Box 462, 405 30 Gothenburg, Sweden
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Pump-Probe Time-Resolved Serial Femtosecond Crystallography at X-Ray Free Electron Lasers. CRYSTALS 2020. [DOI: 10.3390/cryst10070628] [Citation(s) in RCA: 6] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 12/19/2022]
Abstract
With time-resolved crystallography (TRX), it is possible to follow the reaction dynamics in biological macromolecules by investigating the structure of transient states along the reaction coordinate. X-ray free electron lasers (XFELs) have enabled TRX experiments on previously uncharted femtosecond timescales. Here, we review the recent developments, opportunities, and challenges of pump-probe TRX at XFELs.
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6
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Abstract
Time-resolved macromolecular crystallography unifies protein structure determination with chemical kinetics. With the advent of fourth generation X-ray sources the time-resolution can be on the order of 10-40 fs, which opens the ultrafast time scale to structure determination. Fundamental motions and transitions associated with chemical reactions in proteins can now be observed. Moreover, new experimental approaches at synchrotrons allow for the straightforward investigation of all kind of reactions in biological macromolecules. Here, recent developments in the field are reviewed.
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Affiliation(s)
- Marius Schmidt
- Kenwood Interdisciplinary Research Complex, Physics Department, University of Wisconsin-Milwaukee, Room 3087, 3135 North Maryland Avenue, Milwaukee, WI, 53211, USA.
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Single molecule imaging using X-ray free electron lasers. Curr Opin Struct Biol 2016; 40:186-194. [DOI: 10.1016/j.sbi.2016.11.017] [Citation(s) in RCA: 12] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/21/2016] [Revised: 11/21/2016] [Accepted: 11/21/2016] [Indexed: 02/02/2023]
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