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Gul M, Ayan E, Destan E, Johnson JA, Shafiei A, Kepceoğlu A, Yilmaz M, Ertem FB, Yapici İ, Tosun B, Baldir N, Tokay N, Nergiz Z, Karakadioğlu G, Paydos SS, Kulakman C, Ferah CK, Güven Ö, Atalay N, Akcan EK, Cetinok H, Arslan NE, Şabanoğlu K, Aşci B, Tavli S, Gümüsboğa H, Altuntaş S, Otsuka M, Fujita M, Teki N Ş, Çi Ftçi H, Durdaği S, Karaca E, Kaplan Türköz B, Kabasakal BV, Kati A, DeMi Rci H. Rapid and efficient ambient temperature X-ray crystal structure determination at Turkish Light Source. Sci Rep 2023; 13:8123. [PMID: 37208392 PMCID: PMC10198979 DOI: 10.1038/s41598-023-33989-0] [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: 11/01/2022] [Accepted: 04/21/2023] [Indexed: 05/21/2023] Open
Abstract
High-resolution biomacromolecular structure determination is essential to better understand protein function and dynamics. Serial crystallography is an emerging structural biology technique which has fundamental limitations due to either sample volume requirements or immediate access to the competitive X-ray beamtime. Obtaining a high volume of well-diffracting, sufficient-size crystals while mitigating radiation damage remains a critical bottleneck of serial crystallography. As an alternative, we introduce the plate-reader module adapted for using a 72-well Terasaki plate for biomacromolecule structure determination at a convenience of a home X-ray source. We also present the first ambient temperature lysozyme structure determined at the Turkish light source (Turkish DeLight). The complete dataset was collected in 18.5 min with resolution extending to 2.39 Å and 100% completeness. Combined with our previous cryogenic structure (PDB ID: 7Y6A), the ambient temperature structure provides invaluable information about the structural dynamics of the lysozyme. Turkish DeLight provides robust and rapid ambient temperature biomacromolecular structure determination with limited radiation damage.
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Affiliation(s)
- Mehmet Gul
- Department of Molecular Biology and Genetics, Faculty of Science, Koç University, Istanbul, Türkiye
| | - Esra Ayan
- Department of Molecular Biology and Genetics, Faculty of Science, Koç University, Istanbul, Türkiye
| | - Ebru Destan
- Department of Molecular Biology and Genetics, Faculty of Science, Koç University, Istanbul, Türkiye
| | - J Austin Johnson
- Department of Molecular Biology and Genetics, Faculty of Science, Koç University, Istanbul, Türkiye
| | - Alaleh Shafiei
- Department of Molecular Biology and Genetics, Faculty of Science, Koç University, Istanbul, Türkiye
| | - Abdullah Kepceoğlu
- Department of Molecular Biology and Genetics, Faculty of Science, Koç University, Istanbul, Türkiye
- Koç University Surface Science and Technology Center (KUYTAM), Koç University, Istanbul, Türkiye
| | - Merve Yilmaz
- Department of Molecular Biology and Genetics, Faculty of Science, Koç University, Istanbul, Türkiye
| | - Fatma Betül Ertem
- Department of Molecular Biology and Genetics, Faculty of Science, Koç University, Istanbul, Türkiye
| | - İlkin Yapici
- Department of Molecular Biology and Genetics, Faculty of Science, Koç University, Istanbul, Türkiye
| | - Bilge Tosun
- Department of Molecular Biology and Genetics, Faculty of Science, Koç University, Istanbul, Türkiye
| | - Nilüfer Baldir
- Department of Molecular Biology and Genetics, Faculty of Science, Koç University, Istanbul, Türkiye
| | - Nurettin Tokay
- Department of Molecular Biology and Genetics, Faculty of Science, Koç University, Istanbul, Türkiye
| | - Zeliş Nergiz
- Department of Molecular Biology and Genetics, Faculty of Science, Koç University, Istanbul, Türkiye
- Koç University Isbank Center for Infectious Diseases (KUISCID), Koç University, Istanbul, Türkiye
| | - Gözde Karakadioğlu
- Department of Molecular Biology and Genetics, Faculty of Science, Koç University, Istanbul, Türkiye
| | - Seyide Seda Paydos
- Department of Molecular Biology and Genetics, Faculty of Science, Koç University, Istanbul, Türkiye
| | - Cahine Kulakman
- Department of Molecular Biology and Genetics, Faculty of Science, Koç University, Istanbul, Türkiye
| | - Cengiz Kaan Ferah
- Department of Molecular Biology and Genetics, Faculty of Science, Koç University, Istanbul, Türkiye
| | - Ömür Güven
- Department of Molecular Biology and Genetics, Faculty of Science, Koç University, Istanbul, Türkiye
| | - Necati Atalay
- Department of Molecular Biology and Genetics, Faculty of Science, Koç University, Istanbul, Türkiye
- Department of Molecular Biology and Genetics, Faculty of Science, Gebze Technical University, Kocaeli, Türkiye
- Experimental Medicine Application & Research Center, University of Health Sciences Türkiye, Istanbul, Türkiye
| | - Enver Kamil Akcan
- Department of Molecular Biology and Genetics, Faculty of Science, Koç University, Istanbul, Türkiye
- Department of Molecular Biology and Genetics, Faculty of Science and Letters, Istanbul Technical University, Istanbul, Türkiye
| | - Haluk Cetinok
- Department of Molecular Biology and Genetics, Faculty of Science, Koç University, Istanbul, Türkiye
| | - Nazlı Eylül Arslan
- Department of Molecular Biology and Genetics, Faculty of Science, Koç University, Istanbul, Türkiye
- Department of Molecular Biology and Genetics, Faculty of Science and Letters, Istanbul Arel University, Istanbul, Türkiye
| | - Kardelen Şabanoğlu
- Department of Molecular Biology and Genetics, Faculty of Science, Koç University, Istanbul, Türkiye
- Department of Molecular Biology and Genetics, Faculty of Arts and Sciences, Yıldız Technical University, Istanbul, Türkiye
| | - Bengisu Aşci
- Department of Molecular Biology and Genetics, Faculty of Science, Koç University, Istanbul, Türkiye
| | - Serra Tavli
- Department of Molecular Biology and Genetics, Faculty of Science, Koç University, Istanbul, Türkiye
| | - Helin Gümüsboğa
- Department of Molecular Biology and Genetics, Faculty of Science, Koç University, Istanbul, Türkiye
| | - Sevde Altuntaş
- Experimental Medicine Application & Research Center, University of Health Sciences Türkiye, Istanbul, Türkiye
- Department of Tissue Engineering, Hamidiye Institute of Health Sciences, University of Health Sciences Türkiye, Istanbul, Türkiye
| | - Masami Otsuka
- Medicinal and Biological Chemistry Science Farm Joint Research Laboratory, Faculty of Life Sciences, Kumamoto University, Kumamoto, Japan
- Department of Drug Discovery, Science Farm Ltd., Kumamoto, Japan
| | - Mikako Fujita
- Medicinal and Biological Chemistry Science Farm Joint Research Laboratory, Faculty of Life Sciences, Kumamoto University, Kumamoto, Japan
| | - Şaban Teki N
- Experimental Medicine Application & Research Center, University of Health Sciences Türkiye, Istanbul, Türkiye
- The Scientific and Technological Research Council of Türkiye (TÜBİTAK) Marmara Research Center (MAM), Life Sciences, Kocaeli, Türkiye
- Department of Basic Medical Sciences, Division of Medical Biology, Faculty of Medicine, University of Health Sciences Türkiye, Istanbul, Türkiye
| | - Halilibrahim Çi Ftçi
- Department of Molecular Biology and Genetics, Faculty of Science, Koç University, Istanbul, Türkiye
- Medicinal and Biological Chemistry Science Farm Joint Research Laboratory, Faculty of Life Sciences, Kumamoto University, Kumamoto, Japan
- Department of Drug Discovery, Science Farm Ltd., Kumamoto, Japan
| | - Serdar Durdaği
- Department of Biophysics, School of Medicine, Bahcesehir University, Istanbul, Türkiye
| | - Ezgi Karaca
- Izmir Biomedicine and Genome Center, Izmir, Türkiye
- Izmir International Biomedicine and Genome Institute, Dokuz Eylul University, Izmir, Türkiye
| | - Burcu Kaplan Türköz
- Department of Food Engineering, Faculty of Engineering, Ege University, Izmir, Türkiye
| | - Burak Veli Kabasakal
- Turkish Accelerator and Radiation Laboratory (TARLA), Ankara University, Ankara, Türkiye
- School of Biochemistry, University of Bristol, Bristol, UK
| | - Ahmet Kati
- Experimental Medicine Application & Research Center, University of Health Sciences Türkiye, Istanbul, Türkiye
- Department of Biotechnology, Hamidiye Institute of Health Sciences, University of Health Sciences Türkiye, Istanbul, Türkiye
| | - Hasan DeMi Rci
- Department of Molecular Biology and Genetics, Faculty of Science, Koç University, Istanbul, Türkiye.
- Koç University Isbank Center for Infectious Diseases (KUISCID), Koç University, Istanbul, Türkiye.
- SLAC National Laboratory, Stanford PULSE Institute, Menlo Park, CA, USA.
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Vescovi R, Chard R, Saint ND, Blaiszik B, Pruyne J, Bicer T, Lavens A, Liu Z, Papka ME, Narayanan S, Schwarz N, Chard K, Foster IT. Linking scientific instruments and computation: Patterns, technologies, and experiences. PATTERNS (NEW YORK, N.Y.) 2022; 3:100606. [PMID: 36277824 PMCID: PMC9583115 DOI: 10.1016/j.patter.2022.100606] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 06/16/2022] [Revised: 08/07/2022] [Accepted: 09/14/2022] [Indexed: 11/07/2022]
Abstract
Powerful detectors at modern experimental facilities routinely collect data at multiple GB/s. Online analysis methods are needed to enable the collection of only interesting subsets of such massive data streams, such as by explicitly discarding some data elements or by directing instruments to relevant areas of experimental space. Thus, methods are required for configuring and running distributed computing pipelines-what we call flows-that link instruments, computers (e.g., for analysis, simulation, artificial intelligence [AI] model training), edge computing (e.g., for analysis), data stores, metadata catalogs, and high-speed networks. We review common patterns associated with such flows and describe methods for instantiating these patterns. We present experiences with the application of these methods to the processing of data from five different scientific instruments, each of which engages powerful computers for data inversion,model training, or other purposes. We also discuss implications of such methods for operators and users of scientific facilities.
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Affiliation(s)
- Rafael Vescovi
- Data Science and Learning Division, Argonne National Laboratory, 9700 S. Cass Ave., Lemont, IL 60439, USA
| | - Ryan Chard
- Data Science and Learning Division, Argonne National Laboratory, 9700 S. Cass Ave., Lemont, IL 60439, USA
| | - Nickolaus D. Saint
- Globus, University of Chicago, 5730 S. Ellis Ave., Chicago, IL 60615, USA
| | - Ben Blaiszik
- Data Science and Learning Division, Argonne National Laboratory, 9700 S. Cass Ave., Lemont, IL 60439, USA
- Globus, University of Chicago, 5730 S. Ellis Ave., Chicago, IL 60615, USA
| | - Jim Pruyne
- Data Science and Learning Division, Argonne National Laboratory, 9700 S. Cass Ave., Lemont, IL 60439, USA
- Globus, University of Chicago, 5730 S. Ellis Ave., Chicago, IL 60615, USA
| | - Tekin Bicer
- Data Science and Learning Division, Argonne National Laboratory, 9700 S. Cass Ave., Lemont, IL 60439, USA
- X-ray Science Division, Argonne National Laboratory, 9700 S. Cass Ave., Lemont, IL 60439, USA
| | - Alex Lavens
- Structural Biology Center, Argonne National Laboratory, 9700 S. Cass Ave., Lemont, IL 60439, USA
| | - Zhengchun Liu
- Data Science and Learning Division, Argonne National Laboratory, 9700 S. Cass Ave., Lemont, IL 60439, USA
| | - Michael E. Papka
- Argonne Leadership Computing Facility, Argonne National Laboratory, 9700 S. Cass Ave., Lemont, IL 60439, USA
- Department of Computer Science, University of Illinois Chicago, 1200 W. Harrison St., Chicago, IL 60607, USA
| | - Suresh Narayanan
- X-ray Science Division, Argonne National Laboratory, 9700 S. Cass Ave., Lemont, IL 60439, USA
| | - Nicholas Schwarz
- X-ray Science Division, Argonne National Laboratory, 9700 S. Cass Ave., Lemont, IL 60439, USA
| | - Kyle Chard
- Data Science and Learning Division, Argonne National Laboratory, 9700 S. Cass Ave., Lemont, IL 60439, USA
- Department of Computer Science, University of Chicago, 5730 S. Ellis Ave., Chicago, IL 60615, USA
| | - Ian T. Foster
- Data Science and Learning Division, Argonne National Laboratory, 9700 S. Cass Ave., Lemont, IL 60439, USA
- Department of Computer Science, University of Chicago, 5730 S. Ellis Ave., Chicago, IL 60615, USA
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