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Woldeyes RA, Nishiga M, Vander Roest AS, Engel L, Giri P, Montenegro GC, Wu AC, Dunn AR, Spudich JA, Bernstein D, Schmid MF, Wu JC, Chiu W. Cryo-electron tomography reveals the structural diversity of cardiac proteins in their cellular context. bioRxiv 2023:2023.10.26.564098. [PMID: 37961228 PMCID: PMC10634850 DOI: 10.1101/2023.10.26.564098] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 11/15/2023]
Abstract
Cardiovascular diseases are a leading cause of death worldwide, but our understanding of the underlying mechanisms is limited, in part because of the complexity of the cellular machinery that controls the heart muscle contraction cycle. Cryogenic electron tomography (cryo-ET) provides a way to visualize diverse cellular machinery while preserving contextual information like subcellular localization and transient complex formation, but this approach has not been widely applied to the study of heart muscle cells (cardiomyocytes). Here, we deploy a platform for studying cardiovascular disease by combining cryo-ET with human induced pluripotent stem cell-derived cardiomyocytes (hiPSC-CMs). After developing a cryo-ET workflow for visualizing macromolecules in hiPSC-CMs, we reconstructed sub-nanometer resolution structures of the human thin filament, a central component of the contractile machinery. We also visualized a previously unobserved organization of a regulatory complex that connects muscle contraction to calcium signaling (the troponin complex), highlighting the value of our approach for interrogating the structures of cardiac proteins in their cellular context.
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Affiliation(s)
- Rahel A. Woldeyes
- Department of Bioengineering, Stanford University, Stanford, CA, USA
| | - Masataka Nishiga
- Stanford Cardiovascular Institute, Stanford University School of Medicine, Stanford, CA, USA
- Division of Cardiovascular Medicine, Stanford University School of Medicine, Stanford, CA, USA
| | - Alison S. Vander Roest
- Department of Pediatrics, Stanford University School of Medicine, Stanford, CA, USA
- Department of Biomedical Engineering, University of Michigan, MI, USA
| | - Leeya Engel
- Faculty of Mechanical Engineering, Technion - Israel Institute of Technology, Haifa, Israel
- Department of Chemical Engineering, Stanford University, Stanford, CA, USA
| | - Prerna Giri
- Stanford Cardiovascular Institute, Stanford University School of Medicine, Stanford, CA, USA
- Department of Pediatrics, Stanford University School of Medicine, Stanford, CA, USA
| | | | - Andrew C. Wu
- Department of Bioengineering, Stanford University, Stanford, CA, USA
| | - Alexander R. Dunn
- Department of Chemical Engineering, Stanford University, Stanford, CA, USA
| | - James A. Spudich
- Department of Biochemistry, Stanford University School of Medicine, Stanford, CA, USA
| | - Daniel Bernstein
- Stanford Cardiovascular Institute, Stanford University School of Medicine, Stanford, CA, USA
- Department of Pediatrics, Stanford University School of Medicine, Stanford, CA, USA
| | - Michael F. Schmid
- Department of Bioengineering, Stanford University, Stanford, CA, USA
- Division of Cryo-EM and Bioimaging, SSRL, SLAC National Accelerator Laboratory, Stanford University, Menlo Park, CA, USA
| | - Joseph C. Wu
- Stanford Cardiovascular Institute, Stanford University School of Medicine, Stanford, CA, USA
- Division of Cardiovascular Medicine, Stanford University School of Medicine, Stanford, CA, USA
| | - Wah Chiu
- Department of Bioengineering, Stanford University, Stanford, CA, USA
- Division of Cryo-EM and Bioimaging, SSRL, SLAC National Accelerator Laboratory, Stanford University, Menlo Park, CA, USA
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2
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Ranjbarvaziri S, Kooiker KB, Ellenberger M, Fajardo G, Zhao M, Vander Roest AS, Woldeyes RA, Koyano TT, Fong R, Ma N, Tian L, Traber GM, Chan F, Perrino J, Reddy S, Chiu W, Wu JC, Woo JY, Ruppel KM, Spudich JA, Snyder MP, Contrepois K, Bernstein D. Altered Cardiac Energetics and Mitochondrial Dysfunction in Hypertrophic Cardiomyopathy. Circulation 2021; 144:1714-1731. [PMID: 34672721 PMCID: PMC8608736 DOI: 10.1161/circulationaha.121.053575] [Citation(s) in RCA: 80] [Impact Index Per Article: 26.7] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 12/16/2022]
Abstract
BACKGROUND Hypertrophic cardiomyopathy (HCM) is a complex disease partly explained by the effects of individual gene variants on sarcomeric protein biomechanics. At the cellular level, HCM mutations most commonly enhance force production, leading to higher energy demands. Despite significant advances in elucidating sarcomeric structure-function relationships, there is still much to be learned about the mechanisms that link altered cardiac energetics to HCM phenotypes. In this work, we test the hypothesis that changes in cardiac energetics represent a common pathophysiologic pathway in HCM. METHODS We performed a comprehensive multiomics profile of the molecular (transcripts, metabolites, and complex lipids), ultrastructural, and functional components of HCM energetics using myocardial samples from 27 HCM patients and 13 normal controls (donor hearts). RESULTS Integrated omics analysis revealed alterations in a wide array of biochemical pathways with major dysregulation in fatty acid metabolism, reduction of acylcarnitines, and accumulation of free fatty acids. HCM hearts showed evidence of global energetic decompensation manifested by a decrease in high energy phosphate metabolites (ATP, ADP, and phosphocreatine) and a reduction in mitochondrial genes involved in creatine kinase and ATP synthesis. Accompanying these metabolic derangements, electron microscopy showed an increased fraction of severely damaged mitochondria with reduced cristae density, coinciding with reduced citrate synthase activity and mitochondrial oxidative respiration. These mitochondrial abnormalities were associated with elevated reactive oxygen species and reduced antioxidant defenses. However, despite significant mitochondrial injury, HCM hearts failed to upregulate mitophagic clearance. CONCLUSIONS Overall, our findings suggest that perturbed metabolic signaling and mitochondrial dysfunction are common pathogenic mechanisms in patients with HCM. These results highlight potential new drug targets for attenuation of the clinical disease through improving metabolic function and reducing mitochondrial injury.
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Affiliation(s)
- Sara Ranjbarvaziri
- Department of Pediatrics (S.Ranjbarvaziri, G.F., M.Z., A.S.V.R., S.Reddy, K.M.R., D.B.), Stanford University School of Medicine, CA
- Cardiovascular Research Institute (S.Ranjbarvaziri, G.F., M.Z., A.S.V.R., N.M., L.T., S.Reddy, J.C.W., D.B.), Stanford University School of Medicine, CA
| | - Kristina B Kooiker
- Department of Medicine, Division of Cardiology, University of Washington, Seattle (K.B.K.)
| | - Mathew Ellenberger
- Department of Genetics (M.E., G.M.T., M.P.S., K.C.), Stanford University School of Medicine, CA
| | - Giovanni Fajardo
- Department of Pediatrics (S.Ranjbarvaziri, G.F., M.Z., A.S.V.R., S.Reddy, K.M.R., D.B.), Stanford University School of Medicine, CA
- Cardiovascular Research Institute (S.Ranjbarvaziri, G.F., M.Z., A.S.V.R., N.M., L.T., S.Reddy, J.C.W., D.B.), Stanford University School of Medicine, CA
| | - Mingming Zhao
- Department of Pediatrics (S.Ranjbarvaziri, G.F., M.Z., A.S.V.R., S.Reddy, K.M.R., D.B.), Stanford University School of Medicine, CA
- Cardiovascular Research Institute (S.Ranjbarvaziri, G.F., M.Z., A.S.V.R., N.M., L.T., S.Reddy, J.C.W., D.B.), Stanford University School of Medicine, CA
| | - Alison Schroer Vander Roest
- Department of Pediatrics (S.Ranjbarvaziri, G.F., M.Z., A.S.V.R., S.Reddy, K.M.R., D.B.), Stanford University School of Medicine, CA
- Cardiovascular Research Institute (S.Ranjbarvaziri, G.F., M.Z., A.S.V.R., N.M., L.T., S.Reddy, J.C.W., D.B.), Stanford University School of Medicine, CA
| | - Rahel A Woldeyes
- Department of Bioengineering (R.A.W., W.C.), Stanford University, CA
| | - Tiffany T Koyano
- Department of Cardiothoracic Surgery (T.T.K., R.F., J.Y.W.), Stanford University, CA
| | - Robyn Fong
- Department of Cardiothoracic Surgery (T.T.K., R.F., J.Y.W.), Stanford University, CA
| | - Ning Ma
- Cardiovascular Research Institute (S.Ranjbarvaziri, G.F., M.Z., A.S.V.R., N.M., L.T., S.Reddy, J.C.W., D.B.), Stanford University School of Medicine, CA
- Department of Medicine, Division of Cardiology (N.M., L.T., J.C.W.), Stanford University, CA
| | - Lei Tian
- Cardiovascular Research Institute (S.Ranjbarvaziri, G.F., M.Z., A.S.V.R., N.M., L.T., S.Reddy, J.C.W., D.B.), Stanford University School of Medicine, CA
- Department of Medicine, Division of Cardiology (N.M., L.T., J.C.W.), Stanford University, CA
| | - Gavin M Traber
- Department of Genetics (M.E., G.M.T., M.P.S., K.C.), Stanford University School of Medicine, CA
| | - Frandics Chan
- Department of Radiology (F.C.), Stanford University, CA
| | - John Perrino
- Cell Sciences Imaging Facility (J.P.), Stanford University, CA
| | - Sushma Reddy
- Department of Pediatrics (S.Ranjbarvaziri, G.F., M.Z., A.S.V.R., S.Reddy, K.M.R., D.B.), Stanford University School of Medicine, CA
- Cardiovascular Research Institute (S.Ranjbarvaziri, G.F., M.Z., A.S.V.R., N.M., L.T., S.Reddy, J.C.W., D.B.), Stanford University School of Medicine, CA
| | - Wah Chiu
- Department of Bioengineering (R.A.W., W.C.), Stanford University, CA
- Division of Cryo-Electron Microscopy and Bioimaging, SLAC National Accelerator Laboratory (W.C.), Stanford University, CA
| | - Joseph C Wu
- Cardiovascular Research Institute (S.Ranjbarvaziri, G.F., M.Z., A.S.V.R., N.M., L.T., S.Reddy, J.C.W., D.B.), Stanford University School of Medicine, CA
- Department of Medicine, Division of Cardiology (N.M., L.T., J.C.W.), Stanford University, CA
| | - Joseph Y Woo
- Department of Cardiothoracic Surgery (T.T.K., R.F., J.Y.W.), Stanford University, CA
| | - Kathleen M Ruppel
- Department of Pediatrics (S.Ranjbarvaziri, G.F., M.Z., A.S.V.R., S.Reddy, K.M.R., D.B.), Stanford University School of Medicine, CA
- Department of Biochemistry (K.M.R.), Stanford University School of Medicine, CA
| | | | - Michael P Snyder
- Department of Genetics (M.E., G.M.T., M.P.S., K.C.), Stanford University School of Medicine, CA
| | - Kévin Contrepois
- Department of Genetics (M.E., G.M.T., M.P.S., K.C.), Stanford University School of Medicine, CA
| | - Daniel Bernstein
- Department of Pediatrics (S.Ranjbarvaziri, G.F., M.Z., A.S.V.R., S.Reddy, K.M.R., D.B.), Stanford University School of Medicine, CA
- Cardiovascular Research Institute (S.Ranjbarvaziri, G.F., M.Z., A.S.V.R., N.M., L.T., S.Reddy, J.C.W., D.B.), Stanford University School of Medicine, CA
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3
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Wolff AM, Young ID, Sierra RG, Brewster AS, Martynowycz MW, Nango E, Sugahara M, Nakane T, Ito K, Aquila A, Bhowmick A, Biel JT, Carbajo S, Cohen AE, Cortez S, Gonzalez A, Hino T, Im D, Koralek JD, Kubo M, Lazarou TS, Nomura T, Owada S, Samelson AJ, Tanaka T, Tanaka R, Thompson EM, van den Bedem H, Woldeyes RA, Yumoto F, Zhao W, Tono K, Boutet S, Iwata S, Gonen T, Sauter NK, Fraser JS, Thompson MC. Comparing serial X-ray crystallography and microcrystal electron diffraction (MicroED) as methods for routine structure determination from small macromolecular crystals. IUCrJ 2020; 7:306-323. [PMID: 32148858 PMCID: PMC7055375 DOI: 10.1107/s205225252000072x] [Citation(s) in RCA: 16] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Grants] [Track Full Text] [Figures] [Subscribe] [Scholar Register] [Received: 09/13/2019] [Accepted: 01/21/2020] [Indexed: 06/10/2023]
Abstract
Innovative new crystallographic methods are facilitating structural studies from ever smaller crystals of biological macromolecules. In particular, serial X-ray crystallography and microcrystal electron diffraction (MicroED) have emerged as useful methods for obtaining structural information from crystals on the nanometre to micrometre scale. Despite the utility of these methods, their implementation can often be difficult, as they present many challenges that are not encountered in traditional macromolecular crystallography experiments. Here, XFEL serial crystallography experiments and MicroED experiments using batch-grown microcrystals of the enzyme cyclophilin A are described. The results provide a roadmap for researchers hoping to design macromolecular microcrystallography experiments, and they highlight the strengths and weaknesses of the two methods. Specifically, we focus on how the different physical conditions imposed by the sample-preparation and delivery methods required for each type of experiment affect the crystal structure of the enzyme.
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Affiliation(s)
- Alexander M. Wolff
- Graduate Program in Biophysics, University of California, San Francisco, San Francisco, California, USA
- Department of Bioengineering and Therapeutic Sciences, University of California, San Francisco, San Francisco, California, USA
| | - Iris D. Young
- Department of Bioengineering and Therapeutic Sciences, University of California, San Francisco, San Francisco, California, USA
- Molecular Biophysics and Integrated Bioimaging Division, Lawrence Berkeley National Laboratory, Berkeley, California, USA
| | - Raymond G. Sierra
- Linac Coherent Light Source, SLAC National Accelerator Laboratory, Menlo Park, California, USA
| | - Aaron S. Brewster
- Molecular Biophysics and Integrated Bioimaging Division, Lawrence Berkeley National Laboratory, Berkeley, California, USA
| | - Michael W. Martynowycz
- Howard Hughes Medical Institute, University of California, Los Angeles, Los Angeles, California, USA
- Department of Biological Chemistry, University of California, Los Angeles, Los Angeles, California, USA
| | - Eriko Nango
- RIKEN SPring-8 Center, 1-1-1 Kouto, Sayo-cho, Sayo-gun, Hyogo 679-5148, Japan
- Department of Cell Biology, Graduate School of Medicine, Kyoto University, Yoshidakonoe-cho, Sakyo-ku, Kyoto 606-8501, Japan
| | - Michihiro Sugahara
- RIKEN SPring-8 Center, 1-1-1 Kouto, Sayo-cho, Sayo-gun, Hyogo 679-5148, Japan
| | - Takanori Nakane
- Department of Biological Science, Graduate School of Science, The University of Tokyo, Tokyo, Japan
| | - Kazutaka Ito
- Department of Bioengineering and Therapeutic Sciences, University of California, San Francisco, San Francisco, California, USA
- Laboratory for Drug Discovery, Pharmaceuticals Research Center, Asahi Kasei Pharma Corporation, 632-1 Mifuku, Izunokuni-shi, Shizuoka 410-2321, Japan
| | - Andrew Aquila
- Linac Coherent Light Source, SLAC National Accelerator Laboratory, Menlo Park, California, USA
| | - Asmit Bhowmick
- Molecular Biophysics and Integrated Bioimaging Division, Lawrence Berkeley National Laboratory, Berkeley, California, USA
| | - Justin T. Biel
- Graduate Program in Biophysics, University of California, San Francisco, San Francisco, California, USA
- Department of Bioengineering and Therapeutic Sciences, University of California, San Francisco, San Francisco, California, USA
| | - Sergio Carbajo
- Linac Coherent Light Source, SLAC National Accelerator Laboratory, Menlo Park, California, USA
| | - Aina E. Cohen
- SSRL, SLAC National Accelerator Laboratory, Menlo Park, California, USA
| | - Saul Cortez
- Department of Biology, San Francisco State University, San Francisco, California, USA
| | - Ana Gonzalez
- SSRL, SLAC National Accelerator Laboratory, Menlo Park, California, USA
| | - Tomoya Hino
- Department of Chemistry and Biotechnology, Graduate School of Engineering, Tottori University, 4-101 Koyama-cho, Minami, Tottori 680-8552, Japan
- Center for Research on Green Sustainable Chemistry, Tottori University, Tottori, Japan
| | - Dohyun Im
- Department of Cell Biology, Graduate School of Medicine, Kyoto University, Yoshidakonoe-cho, Sakyo-ku, Kyoto 606-8501, Japan
| | - Jake D. Koralek
- Linac Coherent Light Source, SLAC National Accelerator Laboratory, Menlo Park, California, USA
| | - Minoru Kubo
- RIKEN SPring-8 Center, 1-1-1 Kouto, Sayo-cho, Sayo-gun, Hyogo 679-5148, Japan
- Graduate School of Life Science, University of Hyogo, Ako-gun, Hyogo 678-1297, Japan
| | | | - Takashi Nomura
- RIKEN SPring-8 Center, 1-1-1 Kouto, Sayo-cho, Sayo-gun, Hyogo 679-5148, Japan
| | - Shigeki Owada
- 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, Hyogo 679-5198, Japan
| | - Avi J. Samelson
- Institute for Neurodegenerative Diseases, University of California, San Francisco, San Francisco, California, USA
| | - Tomoyuki Tanaka
- RIKEN SPring-8 Center, 1-1-1 Kouto, Sayo-cho, Sayo-gun, Hyogo 679-5148, Japan
- Department of Cell Biology, Graduate School of Medicine, Kyoto University, Yoshidakonoe-cho, Sakyo-ku, Kyoto 606-8501, Japan
| | - Rie Tanaka
- RIKEN SPring-8 Center, 1-1-1 Kouto, Sayo-cho, Sayo-gun, Hyogo 679-5148, Japan
- Department of Cell Biology, Graduate School of Medicine, Kyoto University, Yoshidakonoe-cho, Sakyo-ku, Kyoto 606-8501, Japan
| | - Erin M. Thompson
- Department of Bioengineering and Therapeutic Sciences, University of California, San Francisco, San Francisco, California, USA
- Graduate Program in Chemistry and Chemical Biology, University of California, San Francisco, San Francisco, California, USA
| | - Henry van den Bedem
- Bioscience Department, SLAC National Accelerator Laboratory, Menlo Park, California, USA
| | - Rahel A. Woldeyes
- Department of Bioengineering and Therapeutic Sciences, University of California, San Francisco, San Francisco, California, USA
- Graduate Program in Chemistry and Chemical Biology, University of California, San Francisco, San Francisco, California, USA
| | - Fumiaki Yumoto
- Structural Biology Research Center, Institute of Materials Structure Science, KEK/High Energy Accelerator Research Organization, Tsukuba, Ibaraki 305-0034, Japan
| | - Wei Zhao
- Department of Biology and Biological Engineering, California Institute of Technology, Pasadena, California, USA
| | - Kensuke Tono
- 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, Hyogo 679-5198, Japan
| | - Sebastien Boutet
- Linac Coherent Light Source, SLAC National Accelerator Laboratory, Menlo Park, California, USA
| | - So Iwata
- RIKEN SPring-8 Center, 1-1-1 Kouto, Sayo-cho, Sayo-gun, Hyogo 679-5148, Japan
- Department of Cell Biology, Graduate School of Medicine, Kyoto University, Yoshidakonoe-cho, Sakyo-ku, Kyoto 606-8501, Japan
| | - Tamir Gonen
- Howard Hughes Medical Institute, University of California, Los Angeles, Los Angeles, California, USA
- Department of Biological Chemistry, University of California, Los Angeles, Los Angeles, California, USA
- Department of Physiology, University of California, Los Angeles, Los Angeles, California, USA
| | - Nicholas K. Sauter
- Molecular Biophysics and Integrated Bioimaging Division, Lawrence Berkeley National Laboratory, Berkeley, California, USA
| | - James S. Fraser
- Department of Bioengineering and Therapeutic Sciences, University of California, San Francisco, San Francisco, California, USA
| | - Michael C. Thompson
- Department of Bioengineering and Therapeutic Sciences, University of California, San Francisco, San Francisco, California, USA
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4
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Thomaston JL, Woldeyes RA, Nakane T, Koiwai K, Yamashita A, Tanaka T, Arima T, Kobayashi J, Masuda T, Suzuki M, Sugahara M, Tanaka R, Nango E, Iwata S, Yumoto F, Fraser JS, DeGrado WF. XFEL structures of the influenza M2 proton channel at 1.4 Å: room-temperature water networks and insights into proton conduction. Acta Crystallogr A Found Adv 2017. [DOI: 10.1107/s0108767317099603] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 04/03/2023] Open
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5
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Cimermancic P, Weinkam P, Rettenmaier TJ, Bichmann L, Keedy DA, Woldeyes RA, Schneidman-Duhovny D, Demerdash ON, Mitchell JC, Wells JA, Fraser JS, Sali A. CryptoSite: Expanding the Druggable Proteome by Characterization and Prediction of Cryptic Binding Sites. J Mol Biol 2016; 428:709-719. [PMID: 26854760 DOI: 10.1016/j.jmb.2016.01.029] [Citation(s) in RCA: 123] [Impact Index Per Article: 15.4] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/24/2015] [Revised: 01/29/2016] [Accepted: 01/30/2016] [Indexed: 01/04/2023]
Abstract
Many proteins have small-molecule binding pockets that are not easily detectable in the ligand-free structures. These cryptic sites require a conformational change to become apparent; a cryptic site can therefore be defined as a site that forms a pocket in a holo structure, but not in the apo structure. Because many proteins appear to lack druggable pockets, understanding and accurately identifying cryptic sites could expand the set of drug targets. Previously, cryptic sites were identified experimentally by fragment-based ligand discovery and computationally by long molecular dynamics simulations and fragment docking. Here, we begin by constructing a set of structurally defined apo-holo pairs with cryptic sites. Next, we comprehensively characterize the cryptic sites in terms of their sequence, structure, and dynamics attributes. We find that cryptic sites tend to be as conserved in evolution as traditional binding pockets but are less hydrophobic and more flexible. Relying on this characterization, we use machine learning to predict cryptic sites with relatively high accuracy (for our benchmark, the true positive and false positive rates are 73% and 29%, respectively). We then predict cryptic sites in the entire structurally characterized human proteome (11,201 structures, covering 23% of all residues in the proteome). CryptoSite increases the size of the potentially "druggable" human proteome from ~40% to ~78% of disease-associated proteins. Finally, to demonstrate the utility of our approach in practice, we experimentally validate a cryptic site in protein tyrosine phosphatase 1B using a covalent ligand and NMR spectroscopy. The CryptoSite Web server is available at http://salilab.org/cryptosite.
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Affiliation(s)
- Peter Cimermancic
- Department of Bioengineering and Therapeutic Sciences, University of California, San Francisco, San Francisco, CA 94158, USA; Graduate Group in Biological and Medical Informatics,University of California, San Francisco, San Francisco, CA 94158, USA.
| | - Patrick Weinkam
- Department of Bioengineering and Therapeutic Sciences, University of California, San Francisco, San Francisco, CA 94158, USA
| | - T Justin Rettenmaier
- Graduate Group in Chemistry and Chemical Biology, University of California, San Francisco, San Francisco, CA 94158, USA; Pharmaceutical Chemistry and California Institute for Quantitative Biosciences, University of California, San Francisco, San Francisco, CA 94158, USA
| | - Leon Bichmann
- Department of Bioengineering and Therapeutic Sciences, University of California, San Francisco, San Francisco, CA 94158, USA
| | - Daniel A Keedy
- Department of Bioengineering and Therapeutic Sciences, University of California, San Francisco, San Francisco, CA 94158, USA
| | - Rahel A Woldeyes
- Department of Bioengineering and Therapeutic Sciences, University of California, San Francisco, San Francisco, CA 94158, USA; Graduate Group in Chemistry and Chemical Biology, University of California, San Francisco, San Francisco, CA 94158, USA
| | - Dina Schneidman-Duhovny
- Department of Bioengineering and Therapeutic Sciences, University of California, San Francisco, San Francisco, CA 94158, USA
| | - Omar N Demerdash
- Department of Chemical and Biomolecular Engineering, University of California, Berkeley, Berkeley, CA 94720, USA
| | - Julie C Mitchell
- Departments of Biochemistry and Mathematics, University of Wisconsin-Madison, Madison, WI 53706, USA
| | - James A Wells
- Pharmaceutical Chemistry and California Institute for Quantitative Biosciences, University of California, San Francisco, San Francisco, CA 94158, USA; Cellular and Molecular Pharmacology and California Institute for Quantitative Biosciences, University of California, San Francisco, San Francisco, CA 94158, USA
| | - James S Fraser
- Department of Bioengineering and Therapeutic Sciences, University of California, San Francisco, San Francisco, CA 94158, USA
| | - Andrej Sali
- Department of Bioengineering and Therapeutic Sciences, University of California, San Francisco, San Francisco, CA 94158, USA; Pharmaceutical Chemistry and California Institute for Quantitative Biosciences, University of California, San Francisco, San Francisco, CA 94158, USA. http://salilab.org
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6
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Baxter EL, Aguila L, Alonso-Mori R, Barnes CO, Bonagura CA, Brehmer W, Brunger AT, Calero G, Caradoc-Davies TT, Chatterjee R, Degrado WF, Fraser JS, Ibrahim M, Kern J, Kobilka BK, Kruse AC, Larsson KM, Lemke HT, Lyubimov AY, Manglik A, McPhillips SE, Norgren E, Pang SS, Soltis SM, Song J, Thomaston J, Tsai Y, Weis WI, Woldeyes RA, Yachandra V, Yano J, Zouni A, Cohen AE. High-density grids for efficient data collection from multiple crystals. Acta Crystallogr D Struct Biol 2016; 72:2-11. [PMID: 26894529 PMCID: PMC4756618 DOI: 10.1107/s2059798315020847] [Citation(s) in RCA: 56] [Impact Index Per Article: 7.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/14/2015] [Accepted: 11/03/2015] [Indexed: 03/01/2023] Open
Abstract
Higher throughput methods to mount and collect data from multiple small and radiation-sensitive crystals are important to support challenging structural investigations using microfocus synchrotron beamlines. Furthermore, efficient sample-delivery methods are essential to carry out productive femtosecond crystallography experiments at X-ray free-electron laser (XFEL) sources such as the Linac Coherent Light Source (LCLS). To address these needs, a high-density sample grid useful as a scaffold for both crystal growth and diffraction data collection has been developed and utilized for efficient goniometer-based sample delivery at synchrotron and XFEL sources. A single grid contains 75 mounting ports and fits inside an SSRL cassette or uni-puck storage container. The use of grids with an SSRL cassette expands the cassette capacity up to 7200 samples. Grids may also be covered with a polymer film or sleeve for efficient room-temperature data collection from multiple samples. New automated routines have been incorporated into the Blu-Ice/DCSS experimental control system to support grids, including semi-automated grid alignment, fully automated positioning of grid ports, rastering and automated data collection. Specialized tools have been developed to support crystallization experiments on grids, including a universal adaptor, which allows grids to be filled by commercial liquid-handling robots, as well as incubation chambers, which support vapor-diffusion and lipidic cubic phase crystallization experiments. Experiments in which crystals were loaded into grids or grown on grids using liquid-handling robots and incubation chambers are described. Crystals were screened at LCLS-XPP and SSRL BL12-2 at room temperature and cryogenic temperatures.
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Affiliation(s)
- Elizabeth L. Baxter
- Stanford Synchrotron Radiation Lightsource, SLAC National Accelerator Laboratory, Menlo Park, CA 94025, USA
| | - Laura Aguila
- Stanford Synchrotron Radiation Lightsource, SLAC National Accelerator Laboratory, Menlo Park, CA 94025, USA
| | - Roberto Alonso-Mori
- Linac Coherent Light Source, SLAC National Accelerator Laboratory, Menlo Park, CA 94025, USA
| | - Christopher O. Barnes
- Department of Structural Biology, University of Pittsburgh School of Medicine, Pittsburgh, PA 15261, USA
| | | | - Winnie Brehmer
- Stanford Synchrotron Radiation Lightsource, SLAC National Accelerator Laboratory, Menlo Park, CA 94025, USA
| | - Axel T. Brunger
- Department of Molecular and Cellular Physiology, Stanford University, Stanford, CA 94305, USA
- Howard Hughes Medical Institute, Stanford University, Stanford, CA 94305, USA
| | - Guillermo Calero
- Department of Structural Biology, University of Pittsburgh School of Medicine, Pittsburgh, PA 15261, USA
| | - Tom T. Caradoc-Davies
- The ARC Centre of Excellence in Advanced Molecular Imaging, Monash University, Melbourne, Victoria 3800, Australia
- Australian Synchrotron, 800 Blackburn Road, Clayton, Melbourne, Victoria 3168, Australia
| | - Ruchira Chatterjee
- Physical Bioscences Division, Lawrence Berkeley National Laboratory, Berkeley, California, USA
| | - William F. Degrado
- Department of Pharmaceutical Chemistry, University of California San Francisco, San Francisco, CA 94158, USA
| | - James S. Fraser
- Department of Bioengineering and Therapeutic Sciences, University of California San Francisco, San Francisco, CA 94158, USA
| | - Mohamed Ibrahim
- Institut für Biologie, Humboldt-Universität zu Berlin, 10099 Berlin, Germany
| | - Jan Kern
- Linac Coherent Light Source, SLAC National Accelerator Laboratory, Menlo Park, CA 94025, USA
- Physical Bioscences Division, Lawrence Berkeley National Laboratory, Berkeley, California, USA
| | - Brian K. Kobilka
- Department of Molecular and Cellular Physiology, Stanford University, Stanford, CA 94305, USA
| | - Andrew C. Kruse
- Department of Molecular and Cellular Physiology, Stanford University, Stanford, CA 94305, USA
| | - Karl M. Larsson
- Stanford University School of Medicine, Stanford, CA 94305, USA
| | - Heinrik T. Lemke
- Linac Coherent Light Source, SLAC National Accelerator Laboratory, Menlo Park, CA 94025, USA
| | - Artem Y. Lyubimov
- Department of Molecular and Cellular Physiology, Stanford University, Stanford, CA 94305, USA
- Howard Hughes Medical Institute, Stanford University, Stanford, CA 94305, USA
| | - Aashish Manglik
- Department of Molecular and Cellular Physiology, Stanford University, Stanford, CA 94305, USA
| | - Scott E. McPhillips
- Stanford Synchrotron Radiation Lightsource, SLAC National Accelerator Laboratory, Menlo Park, CA 94025, USA
| | - Erik Norgren
- Art Robbins Instruments, Sunnyvale, CA 94089, USA
| | - Siew S. Pang
- The ARC Centre of Excellence in Advanced Molecular Imaging, Monash University, Melbourne, Victoria 3800, Australia
| | - S. M. Soltis
- Stanford Synchrotron Radiation Lightsource, SLAC National Accelerator Laboratory, Menlo Park, CA 94025, USA
| | - Jinhu Song
- Stanford Synchrotron Radiation Lightsource, SLAC National Accelerator Laboratory, Menlo Park, CA 94025, USA
| | - Jessica Thomaston
- Department of Pharmaceutical Chemistry, University of California San Francisco, San Francisco, CA 94158, USA
| | - Yingssu Tsai
- Stanford Synchrotron Radiation Lightsource, SLAC National Accelerator Laboratory, Menlo Park, CA 94025, USA
| | - William I. Weis
- Department of Molecular and Cellular Physiology, Stanford University, Stanford, CA 94305, USA
- Department of Structural Biology, Stanford University, Stanford, CA 94305, USA
| | - Rahel A. Woldeyes
- Department of Bioengineering and Therapeutic Sciences, University of California San Francisco, San Francisco, CA 94158, USA
| | - Vittal Yachandra
- Physical Bioscences Division, Lawrence Berkeley National Laboratory, Berkeley, California, USA
| | - Junko Yano
- Physical Bioscences Division, Lawrence Berkeley National Laboratory, Berkeley, California, USA
| | - Athina Zouni
- Institut für Biologie, Humboldt-Universität zu Berlin, 10099 Berlin, Germany
| | - Aina E. Cohen
- Stanford Synchrotron Radiation Lightsource, SLAC National Accelerator Laboratory, Menlo Park, CA 94025, USA
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Keedy DA, Kenner LR, Warkentin M, Woldeyes RA, Hopkins JB, Thompson MC, Brewster AS, Van Benschoten AH, Baxter EL, Uervirojnangkoorn M, McPhillips SE, Song J, Alonso-Mori R, Holton JM, Weis WI, Brunger AT, Soltis SM, Lemke H, Gonzalez A, Sauter NK, Cohen AE, van den Bedem H, Thorne RE, Fraser JS. Mapping the conformational landscape of a dynamic enzyme by multitemperature and XFEL crystallography. eLife 2015; 4. [PMID: 26422513 PMCID: PMC4721965 DOI: 10.7554/elife.07574] [Citation(s) in RCA: 117] [Impact Index Per Article: 13.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/19/2015] [Accepted: 09/29/2015] [Indexed: 12/14/2022] Open
Abstract
Determining the interconverting conformations of dynamic proteins in atomic detail is a major challenge for structural biology. Conformational heterogeneity in the active site of the dynamic enzyme cyclophilin A (CypA) has been previously linked to its catalytic function, but the extent to which the different conformations of these residues are correlated is unclear. Here we compare the conformational ensembles of CypA by multitemperature synchrotron crystallography and fixed-target X-ray free-electron laser (XFEL) crystallography. The diffraction-before-destruction nature of XFEL experiments provides a radiation-damage-free view of the functionally important alternative conformations of CypA, confirming earlier synchrotron-based results. We monitored the temperature dependences of these alternative conformations with eight synchrotron datasets spanning 100-310 K. Multiconformer models show that many alternative conformations in CypA are populated only at 240 K and above, yet others remain populated or become populated at 180 K and below. These results point to a complex evolution of conformational heterogeneity between 180-–240 K that involves both thermal deactivation and solvent-driven arrest of protein motions in the crystal. The lack of a single shared conformational response to temperature within the dynamic active-site network provides evidence for a conformation shuffling model, in which exchange between rotamer states of a large aromatic ring in the middle of the network shifts the conformational ensemble for the other residues in the network. Together, our multitemperature analyses and XFEL data motivate a new generation of temperature- and time-resolved experiments to structurally characterize the dynamic underpinnings of protein function. DOI:http://dx.doi.org/10.7554/eLife.07574.001 Proteins are the workhorses of the cell. The shape that a protein molecule adopts enables it to carry out its role. However, a protein’s shape, or 'conformation', is not static. Instead, a protein can shift between different conformations. This is particularly true for enzymes – the proteins that catalyze chemical reactions. The region of an enzyme where the chemical reaction happens, known as the active site, often has to change its conformation to allow catalysis to proceed. Changes in temperature can also make a protein shift between alternative conformations. Understanding how a protein shifts between conformations gives insight into how it works. A common method for studying protein conformation is X-ray crystallography. This technique uses a beam of X-rays to figure out where the atoms of the protein are inside a crystal made of millions of copies of that protein. At room temperature or biological temperature, X-rays can rapidly damage the protein. Because of this, most crystal structures are determined at very low temperatures to minimize damage. But cooling to low temperatures changes the conformations that the protein adopts, and usually causes fewer conformations to be present. Keedy, Kenner, Warkentin, Woldeyes et al. have used X-ray crystallography from a very low temperature (-173°C or 100 K) to above room temperature (up to 27°C or 300 K) to explore the alternative conformations of an enzyme called cyclophilin A. These alternative conformations include those that have previously been linked to this enzyme’s activity. Starting at a low temperature, parts of the enzyme were seen to shift from having a single conformation to many conformations above a threshold temperature. Unexpectedly, different parts of the enzyme have different threshold temperatures, suggesting that there isn’t a single transition across the whole protein. Instead, it appears the way a protein’s conformation changes in response to temperature is more complex than was previously realized. This result suggests that conformations in different parts of a protein are coupled to each other in complex ways. Keedy, Kenner, Warkentin, Woldeyes et al. then performed X-ray crystallography at room temperature using an X-ray free-electron laser (XFEL). This technique can capture the protein’s structure before radiation damage occurs, and confirmed that the alternative conformations observed were not affected by radiation damage. The combination of X-ray crystallography at multiple temperatures, new analysis methods for identifying and measuring alternative conformations, and XFEL crystallography should help future studies to characterize conformational changes in other proteins. DOI:http://dx.doi.org/10.7554/eLife.07574.002
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Affiliation(s)
- Daniel A Keedy
- Department of Bioengineering and Therapeutic Sciences, University of California, San Francisco, San Francisco, United States
| | - Lillian R Kenner
- Department of Bioengineering and Therapeutic Sciences, University of California, San Francisco, San Francisco, United States
| | | | - Rahel A Woldeyes
- Department of Bioengineering and Therapeutic Sciences, University of California, San Francisco, San Francisco, United States
| | - Jesse B Hopkins
- Department of Physics, Cornell University, Ithaca, United States
| | - Michael C Thompson
- Department of Bioengineering and Therapeutic Sciences, University of California, San Francisco, San Francisco, United States
| | - Aaron S Brewster
- Physical Biosciences Division, Lawrence Berkeley National Laboratory, Berkeley, United States
| | - Andrew H Van Benschoten
- Department of Bioengineering and Therapeutic Sciences, University of California, San Francisco, San Francisco, United States
| | - Elizabeth L Baxter
- Stanford Synchrotron Radiation Lightsource, SLAC National Accelerator Laboratory, Menlo Park, United States
| | - Monarin Uervirojnangkoorn
- Department of Molecular and Cellular Physiology, Stanford University, Stanford, United States.,Howard Hughes Medical Institute, Stanford University, Stanford, United States
| | - Scott E McPhillips
- Stanford Synchrotron Radiation Lightsource, SLAC National Accelerator Laboratory, Menlo Park, United States
| | - Jinhu Song
- Stanford Synchrotron Radiation Lightsource, SLAC National Accelerator Laboratory, Menlo Park, United States
| | - Roberto Alonso-Mori
- Linac Coherent Light Source, SLAC National Accelerator Laboratory, Menlo Park, United States
| | - James M Holton
- Physical Biosciences Division, Lawrence Berkeley National Laboratory, Berkeley, United States.,Stanford Synchrotron Radiation Lightsource, SLAC National Accelerator Laboratory, Menlo Park, United States.,Department of Biochemistry and Biophysics, University of California, San Francisco, San Francisco, United States
| | - William I Weis
- Department of Molecular and Cellular Physiology, Stanford University, Stanford, United States.,Department of Structural Biology, Stanford University, Stanford, United States.,Department of Photon Science, SLAC National Accelerator Laboratory, Menlo Park, United States
| | - Axel T Brunger
- Department of Molecular and Cellular Physiology, Stanford University, Stanford, United States.,Howard Hughes Medical Institute, Stanford University, Stanford, United States.,Department of Structural Biology, Stanford University, Stanford, United States.,Department of Photon Science, SLAC National Accelerator Laboratory, Menlo Park, United States
| | - S Michael Soltis
- Stanford Synchrotron Radiation Lightsource, SLAC National Accelerator Laboratory, Menlo Park, United States
| | - Henrik Lemke
- Linac Coherent Light Source, SLAC National Accelerator Laboratory, Menlo Park, United States
| | - Ana Gonzalez
- Stanford Synchrotron Radiation Lightsource, SLAC National Accelerator Laboratory, Menlo Park, United States
| | - Nicholas K Sauter
- Physical Biosciences Division, Lawrence Berkeley National Laboratory, Berkeley, United States
| | - Aina E Cohen
- Stanford Synchrotron Radiation Lightsource, SLAC National Accelerator Laboratory, Menlo Park, United States
| | - Henry van den Bedem
- Stanford Synchrotron Radiation Lightsource, SLAC National Accelerator Laboratory, Menlo Park, United States
| | - Robert E Thorne
- Department of Physics, Cornell University, Ithaca, United States
| | - James S Fraser
- Department of Bioengineering and Therapeutic Sciences, University of California, San Francisco, San Francisco, United States
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