1
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Ray AP, Jin B, Eddy MT. The conformational equilibria of a human GPCR compared between lipid vesicles and aqueous solutions by integrative 19F-NMR. BIORXIV : THE PREPRINT SERVER FOR BIOLOGY 2024:2024.10.14.618237. [PMID: 39464034 PMCID: PMC11507675 DOI: 10.1101/2024.10.14.618237] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 10/29/2024]
Abstract
Endogenous phospholipids influence the conformational equilibria of G protein-coupled receptors, regulating their ability to bind drugs and form signaling complexes. However, most studies of GPCR-lipid interactions have been carried out in mixed micelles or lipid nanodiscs. Though useful, these membrane mimetics do not fully replicate the physical properties of native cellular membranes associated with large assemblies of lipids. We investigated the conformational equilibria of the human A2A adenosine receptor (A2AAR) in phospholipid vesicles using 19F solid-state magic angle spinning NMR (SSNMR). By applying an optimized sample preparation workflow and experimental conditions, we were able to obtain 19F-SSNMR spectra for both antagonist- and agonist-bound complexes with sensitivity and linewidths closely comparable to those achieved using solution NMR. This facilitated a direct comparison of the A2AAR conformational equilibria across detergent micelle, lipid nanodisc, and lipid vesicle preparations. While antagonist-bound A2AAR showed a similar conformational equilibria across all membrane and membrane mimetic systems, the conformational equilibria of agonist-bound A2AAR exhibited differences among different environments. This suggests that the conformational equilibria of GPCRs may be influenced not only by specific receptor-lipid interactions but also by the membrane properties found in larger lipid assemblies.
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Affiliation(s)
- Arka Prabha Ray
- Department of Chemistry; University of Florida; Gainesville, FL, 32611; USA
| | - Beining Jin
- Department of Chemistry; University of Florida; Gainesville, FL, 32611; USA
| | - Matthew T Eddy
- Department of Chemistry; University of Florida; Gainesville, FL, 32611; USA
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2
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Li H, Zhang J, Wang Z, Shi P, Shi C. Genetically encoded site-specific 19F unnatural amino acid incorporation in V. natriegens for in-cell NMR analysis. Protein Expr Purif 2024; 219:106461. [PMID: 38460621 DOI: 10.1016/j.pep.2024.106461] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/25/2023] [Revised: 01/22/2024] [Accepted: 02/29/2024] [Indexed: 03/11/2024]
Abstract
Nuclear magnetic resonance (NMR) spectroscopy NMR is a well-established technique for probing protein structure, dynamics and conformational changes. Taking advantage of the high signal sensitivity and broad chemical shift range of 19F nuclei, 19F NMR has been applied to investigate protein function at atomic resolution. In this report, we extend the unnatural amino acid site-specific incorporation into V. natriegens, an alternate protein expression system. The unnatural amino acid L-4-trifluoromethylphenylalanine (tfmF) was site-specifically introduced into the mitogen-activated protein kinase MEKK3 in V. natriegens using genetically encoded technology, which will be an extensive method for in-cell protein structure and dynamic investigation.
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Affiliation(s)
- Hao Li
- Anhui Vocational and Technical College, Hefei, Anhui, 230011, PR China; Hefei National Research Center for Interdisciplinary Sciences at the Microscale, University of Science and Technology of China, Hefei, Anhui, 230027, PR China.
| | - Jin Zhang
- Hefei National Research Center for Interdisciplinary Sciences at the Microscale, University of Science and Technology of China, Hefei, Anhui, 230027, PR China
| | - Zilong Wang
- Hefei National Research Center for Interdisciplinary Sciences at the Microscale, University of Science and Technology of China, Hefei, Anhui, 230027, PR China
| | - Pan Shi
- Hefei National Research Center for Interdisciplinary Sciences at the Microscale, University of Science and Technology of China, Hefei, Anhui, 230027, PR China
| | - Chaowei Shi
- Hefei National Research Center for Interdisciplinary Sciences at the Microscale, University of Science and Technology of China, Hefei, Anhui, 230027, PR China.
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3
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Giraud A, Imbert L, Favier A, Henot F, Duffieux F, Samson C, Frances O, Crublet E, Boisbouvier J. Enabling site-specific NMR investigations of therapeutic Fab using a cell-free based isotopic labeling approach: application to anti-LAMP1 Fab. JOURNAL OF BIOMOLECULAR NMR 2024; 78:73-86. [PMID: 38546905 DOI: 10.1007/s10858-023-00433-4] [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: 11/09/2023] [Accepted: 12/22/2023] [Indexed: 06/15/2024]
Abstract
Monoclonal antibodies (mAbs) are biotherapeutics that have achieved outstanding success in treating many life-threatening and chronic diseases. The recognition of an antigen is mediated by the fragment antigen binding (Fab) regions composed by four different disulfide bridge-linked immunoglobulin domains. NMR is a powerful method to assess the integrity, the structure and interaction of Fabs, but site specific analysis has been so far hampered by the size of the Fabs and the lack of approaches to produce isotopically labeled samples. We proposed here an efficient in vitro method to produce [15N, 13C, 2H]-labeled Fabs enabling high resolution NMR investigations of these powerful therapeutics. As an open system, the cell-free expression mode enables fine-tuned control of the redox potential in presence of disulfide bond isomerase to enhance the formation of native disulfide bonds. Moreover, inhibition of transaminases in the S30 cell-free extract offers the opportunity to produce perdeuterated Fab samples directly in 1H2O medium, without the need for a time-consuming and inefficient refolding process. This specific protocol was applied to produce an optimally labeled sample of a therapeutic Fab, enabling the sequential assignment of 1HN, 15N, 13C', 13Cα, 13Cβ resonances of a full-length Fab. 90% of the backbone resonances of a Fab domain directed against the human LAMP1 glycoprotein were assigned successfully, opening new opportunities to study, at atomic resolution, Fabs' higher order structures, dynamics and interactions, using solution-state NMR.
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Affiliation(s)
- Arthur Giraud
- Univ. Grenoble Alpes, CNRS, CEA, Institut de Biologie Structurale (IBS), 71, Avenue des Martyrs, 38044, Grenoble, France
- Sanofi Research & Development, 94403, Vitry-sur-Seine, France
- NMR-Bio, 5 place Robert Schuman, 38025, Grenoble, France
| | - Lionel Imbert
- Univ. Grenoble Alpes, CNRS, CEA, Institut de Biologie Structurale (IBS), 71, Avenue des Martyrs, 38044, Grenoble, France
| | - Adrien Favier
- Univ. Grenoble Alpes, CNRS, CEA, Institut de Biologie Structurale (IBS), 71, Avenue des Martyrs, 38044, Grenoble, France
| | - Faustine Henot
- Univ. Grenoble Alpes, CNRS, CEA, Institut de Biologie Structurale (IBS), 71, Avenue des Martyrs, 38044, Grenoble, France
- Sanofi Research & Development, 94403, Vitry-sur-Seine, France
| | | | - Camille Samson
- Sanofi Research & Development, 94403, Vitry-sur-Seine, France
| | - Oriane Frances
- Sanofi Research & Development, 94403, Vitry-sur-Seine, France.
| | - Elodie Crublet
- NMR-Bio, 5 place Robert Schuman, 38025, Grenoble, France.
| | - Jérôme Boisbouvier
- Univ. Grenoble Alpes, CNRS, CEA, Institut de Biologie Structurale (IBS), 71, Avenue des Martyrs, 38044, Grenoble, France.
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4
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Thakur N, Ray AP, Jin B, Afsharian NP, Lyman E, Gao ZG, Jacobson KA, Eddy MT. Membrane mimetic-dependence of GPCR energy landscapes. Structure 2024; 32:523-535.e5. [PMID: 38401537 PMCID: PMC11069452 DOI: 10.1016/j.str.2024.01.013] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/16/2023] [Revised: 01/03/2024] [Accepted: 01/30/2024] [Indexed: 02/26/2024]
Abstract
We leveraged variable-temperature 19F-NMR spectroscopy to compare the conformational equilibria of the human A2A adenosine receptor (A2AAR), a class A G protein-coupled receptor (GPCR), across a range of temperatures ranging from lower temperatures typically employed in 19F-NMR experiments to physiological temperature. A2AAR complexes with partial agonists and full agonists showed large increases in the population of a fully active conformation with increasing temperature. NMR data measured at physiological temperature were more in line with functional data. This was pronounced for complexes with partial agonists, where the population of active A2AAR was nearly undetectable at lower temperature but became evident at physiological temperature. Temperature-dependent behavior of complexes with either full or partial agonists exhibited a pronounced sensitivity to the specific membrane mimetic employed. Cellular signaling experiments correlated with the temperature-dependent conformational equilibria of A2AAR in lipid nanodiscs but not in some detergents, underscoring the importance of the membrane environment in studies of GPCR function.
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Affiliation(s)
- Naveen Thakur
- Department of Chemistry, University of Florida, 126 Sisler Hall, Gainesville, FL 32611, USA
| | - Arka Prabha Ray
- Department of Chemistry, University of Florida, 126 Sisler Hall, Gainesville, FL 32611, USA
| | - Beining Jin
- Department of Chemistry, University of Florida, 126 Sisler Hall, Gainesville, FL 32611, USA
| | | | - Edward Lyman
- Department of Physics and Astronomy, University of Delaware, Newark, DE, USA
| | - Zhan-Guo Gao
- Laboratory of Bioorganic Chemistry, National Institute of Diabetes and Digestive and Kidney Diseases, National Institutes of Health, Bethesda, MD 20892, USA
| | - Kenneth A Jacobson
- Laboratory of Bioorganic Chemistry, National Institute of Diabetes and Digestive and Kidney Diseases, National Institutes of Health, Bethesda, MD 20892, USA
| | - Matthew T Eddy
- Department of Chemistry, University of Florida, 126 Sisler Hall, Gainesville, FL 32611, USA.
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5
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Mallis RJ, Lee JJ, den Berg AV, Brazin KN, Viennet T, Zmuda J, Cross M, Radeva D, Rodriguez‐Mias R, Villén J, Gelev V, Reinherz EL, Arthanari H. Efficient and economic protein labeling for NMR in mammalian expression systems: Application to a preT-cell and T-cell receptor protein. Protein Sci 2024; 33:e4950. [PMID: 38511503 PMCID: PMC10955624 DOI: 10.1002/pro.4950] [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: 11/20/2023] [Revised: 02/05/2024] [Accepted: 02/16/2024] [Indexed: 03/22/2024]
Abstract
Protein nuclear magnetic resonance (NMR) spectroscopy relies on the ability to isotopically label polypeptides, which is achieved through heterologous expression in various host organisms. Most commonly, Escherichia coli is employed by leveraging isotopically substituted ammonium and glucose to uniformly label proteins with 15N and 13C, respectively. Moreover, E. coli can grow and express proteins in uniformly deuterium-substituted water (D2O), a strategy useful for experiments targeting high molecular weight proteins. Unfortunately, many proteins, particularly those requiring specific posttranslational modifications like disulfide bonding or glycosylation for proper folding and/or function, cannot be readily expressed in their functional forms using E. coli-based expression systems. One such class of proteins includes T-cell receptors and their related preT-cell receptors. In this study, we present an expression system for isotopic labeling of proteins using a nonadherent human embryonic kidney cell line, Expi293F, and a specially designed media. We demonstrate the application of this platform to the β subunit common to both receptors. In addition, we show that this expression system and media can be used to specifically label amino acids Phe, Ile, Val, and Leu in this system, utilizing an amino acid-specific labeling protocol that allows targeted incorporation at high efficiency without significant isotopic scrambling. We demonstrate that this system can also be used to express proteins with fluorinated amino acids. We were routinely able to obtain an NMR sample with a concentration of 200 μM from 30 mL of culture media, utilizing less than 20 mg of the labeled amino acids.
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Affiliation(s)
- Robert J. Mallis
- Laboratory of ImmunobiologyDana‐Farber Cancer InstituteBostonMassachusettsUSA
- Department of Medical OncologyDana‐Farber Cancer InstituteBostonMassachusettsUSA
- Department of DermatologyHarvard Medical SchoolBostonMassachusettsUSA
| | - Jonathan J. Lee
- Laboratory of ImmunobiologyDana‐Farber Cancer InstituteBostonMassachusettsUSA
- Department of Medical OncologyDana‐Farber Cancer InstituteBostonMassachusettsUSA
| | | | - Kristine N. Brazin
- Laboratory of ImmunobiologyDana‐Farber Cancer InstituteBostonMassachusettsUSA
- Department of Medical OncologyDana‐Farber Cancer InstituteBostonMassachusettsUSA
- Department of MedicineHarvard Medical SchoolBostonMassachusettsUSA
| | - Thibault Viennet
- Department of Cancer BiologyDana‐Farber Cancer InstituteBostonMassachusettsUSA
- Department of Biological Chemistry and Molecular PharmacologyHarvard Medical SchoolBostonMassachusettsUSA
| | | | | | - Denitsa Radeva
- Faculty of Chemistry and PharmacySofia UniversitySofiaBulgaria
| | | | - Judit Villén
- Department of Genome SciencesUniversity of WashingtonSeattleWashingtonUSA
| | - Vladimir Gelev
- Faculty of Chemistry and PharmacySofia UniversitySofiaBulgaria
| | - Ellis L. Reinherz
- Laboratory of ImmunobiologyDana‐Farber Cancer InstituteBostonMassachusettsUSA
- Department of Medical OncologyDana‐Farber Cancer InstituteBostonMassachusettsUSA
- Department of MedicineHarvard Medical SchoolBostonMassachusettsUSA
| | - Haribabu Arthanari
- Department of Cancer BiologyDana‐Farber Cancer InstituteBostonMassachusettsUSA
- Department of Biological Chemistry and Molecular PharmacologyHarvard Medical SchoolBostonMassachusettsUSA
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6
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Davis AR, Roberts ET, Amster IJ, Barb AW. Uniform [ 13C, 15N]-labeled and glycosylated IgG1 Fc expressed in Saccharomyces cerevisiae. JOURNAL OF BIOMOLECULAR NMR 2024; 78:9-18. [PMID: 37989910 PMCID: PMC11025670 DOI: 10.1007/s10858-023-00428-1] [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: 07/26/2023] [Accepted: 10/24/2023] [Indexed: 11/23/2023]
Abstract
Despite the prevalence and importance of glycoproteins in human biology, methods for isotope labeling suffer significant limitations. Common prokaryotic platforms do not produce mammalian post-translation modifications that are essential to the function of many human glycoproteins, including immunoglobulin G1 (IgG1). Mammalian expression systems require complex media and thus introduce significant costs to achieve uniform labeling. Expression with Pichia is available, though expertise and equipment requirements surpass E. coli culture. We developed a system utilizing Saccharomyces cerevisiae, [13C]-glucose, and [15N]-ammonium chloride with complexity comparable to E. coli. Here we report two vectors for expressing the crystallizable fragment (Fc) of IgG1 for secretion into the culture medium, utilizing the ADH2 or DDI2 promoters. We also report a strategy to optimize the expression yield using orthogonal Taguchi arrays. Lastly, we developed two different media formulations, a standard medium which provides 86-92% 15N and 30% 13C incorporation into the polypeptide, or a rich medium which provides 98% 15N and 95% 13C incorporation as determined by mass spectrometry. This advance represents an expression and optimization strategy accessible to experimenters with the capability to grow and produce proteins for NMR-based experiments using E. coli.
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Affiliation(s)
- Alexander R Davis
- Department of Biochemistry and Molecular Biology, University of Georgia, 120 E. Green St, Davison Life Science Complex, Athens, GA, 30602, USA
| | | | | | - Adam W Barb
- Department of Biochemistry and Molecular Biology, University of Georgia, 120 E. Green St, Davison Life Science Complex, Athens, GA, 30602, USA.
- Department of Chemistry, University of Georgia, Athens, GA, USA.
- Complex Carbohydrate Research Center, University of Georgia, Athens, GA, USA.
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7
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Thakur N, Ray AP, Lyman E, Gao ZG, Jacobson KA, Eddy MT. Membrane Mimetic-Dependence of GPCR Energy Landscapes. BIORXIV : THE PREPRINT SERVER FOR BIOLOGY 2023:2023.10.16.562552. [PMID: 37905159 PMCID: PMC10614885 DOI: 10.1101/2023.10.16.562552] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 11/02/2023]
Abstract
Protein function strongly depends on temperature, which is related to temperature-dependent changes in the equilibria of protein conformational states. We leveraged variable-temperature 19F-NMR spectroscopy to interrogate the temperature dependence of the conformational landscape of the human A2A adenosine receptor (A2AAR), a class A GPCR. Temperature-induced changes in the conformational equilibria of A2AAR in lipid nanodiscs were markedly dependent on the efficacy of bound drugs. While antagonist complexes displayed only modest changes as the temperature rose, both full and partial agonist complexes exhibited substantial increases in the active state population. Importantly, the temperature-dependent response of complexes with both full and partial agonists exhibited a pronounced sensitivity to the specific membrane mimetic employed. In striking contrast to observations within lipid nanodiscs, in detergent micelles the active state population exhibited different behavior for A2AAR complexes with both full and partial agonists. This underscores the importance of the protein environment in understanding the thermodynamics of GPCR activation.
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Affiliation(s)
- Naveen Thakur
- Department of Chemistry, University of Florida, 126 Sisler Hall, Gainesville, FL 32611, USA
| | - Arka Prabha Ray
- Department of Chemistry, University of Florida, 126 Sisler Hall, Gainesville, FL 32611, USA
| | - Edward Lyman
- Department of Physics and Astronomy, University of Delaware, Newark, Delaware, USA
| | - Zhan-Guo Gao
- Laboratory of Bioorganic Chemistry, National Institute of Diabetes and Digestive and Kidney Diseases, National Institutes of Health, Bethesda, MD 20892, USA
| | - Kenneth A Jacobson
- Laboratory of Bioorganic Chemistry, National Institute of Diabetes and Digestive and Kidney Diseases, National Institutes of Health, Bethesda, MD 20892, USA
| | - Matthew T Eddy
- Department of Chemistry, University of Florida, 126 Sisler Hall, Gainesville, FL 32611, USA
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8
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Jin B, Thakur N, Wijesekara AV, Eddy MT. Illuminating GPCR signaling mechanisms by NMR spectroscopy with stable-isotope labeled receptors. Curr Opin Pharmacol 2023; 72:102364. [PMID: 37612173 PMCID: PMC11221349 DOI: 10.1016/j.coph.2023.102364] [Citation(s) in RCA: 2] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/30/2022] [Revised: 02/06/2023] [Accepted: 02/20/2023] [Indexed: 08/25/2023]
Abstract
G protein-coupled receptors (GPCRs) exhibit remarkable structural plasticity, which underlies their capacity to recognize a wide range of extracellular molecules and interact with intracellular partner proteins. Nuclear magnetic resonance (NMR) spectroscopy is uniquely well-suited to investigate GPCR structural plasticity, enabled by stable-isotope "probes" incorporated into receptors that inform on structure and dynamics. Progress with stable-isotope labeling methods in Eukaryotic expression systems has enabled production of native or nearly-native human receptors with varied and complementary distributions of NMR probes. These advances have opened up new avenues for investigating the roles of conformational dynamics in signaling processes, including by mapping allosteric communication networks, understanding the specificity of GPCR interactions with partner proteins and exploring the impact of membrane environments on GPCR function.
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Affiliation(s)
- Beining Jin
- Department of Chemistry; University of Florida; Gainesville, FL, 32611, USA
| | - Naveen Thakur
- Department of Chemistry; University of Florida; Gainesville, FL, 32611, USA
| | | | - Matthew T Eddy
- Department of Chemistry; University of Florida; Gainesville, FL, 32611, USA.
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9
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Becker-Baldus J, Yeliseev A, Joseph TT, Sigurdsson ST, Zoubak L, Hines K, Iyer MR, van den Berg A, Stepnowski S, Zmuda J, Gawrisch K, Glaubitz C. Probing the Conformational Space of the Cannabinoid Receptor 2 and a Systematic Investigation of DNP-Enhanced MAS NMR Spectroscopy of Proteins in Detergent Micelles. ACS OMEGA 2023; 8:32963-32976. [PMID: 37720784 PMCID: PMC10500644 DOI: 10.1021/acsomega.3c04681] [Citation(s) in RCA: 2] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Figures] [Subscribe] [Scholar Register] [Received: 06/30/2023] [Accepted: 08/09/2023] [Indexed: 09/19/2023]
Abstract
Tremendous progress has been made in determining the structures of G-protein coupled receptors (GPCR) and their complexes in recent years. However, understanding activation and signaling in GPCRs is still challenging due to the role of protein dynamics in these processes. Here, we show how dynamic nuclear polarization (DNP)-enhanced magic angle spinning nuclear magnetic resonance in combination with a unique pair labeling approach can be used to study the conformational ensemble at specific sites of the cannabinoid receptor 2. To improve the signal-to-noise, we carefully optimized the DNP sample conditions and utilized the recently introduced AsymPol-POK as a polarizing agent. We could show qualitatively that the conformational space available to the protein backbone is different in different parts of the receptor and that a site in TM7 is sensitive to the nature of the ligand, whereas a site in ICL3 always showed large conformational freedom.
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Affiliation(s)
- Johanna Becker-Baldus
- Institute
of Biophysical Chemistry and Centre of Biomolecular Magnetic Resonance, Goethe University Frankfurt, Max-von-Laue-Str. 9, 60438 Frankfurt, Germany
| | - Alexei Yeliseev
- National
Institute on Alcohol Abuse and Alcoholism, National Institutes of
Health, Bethesda, Maryland 20852, United States
| | - Thomas T. Joseph
- Department
of Anesthesiology and Critical Care, Perelman School of Medicine, University of Pennsylvania, Philadelphia, Pennsylvania 19104, United States
| | - Snorri Th. Sigurdsson
- Department
of Chemistry, Science Institute, University
of Iceland, Dunhaga 3, 107 Reykjavik, Iceland
| | - Lioudmila Zoubak
- National
Institute on Alcohol Abuse and Alcoholism, National Institutes of
Health, Bethesda, Maryland 20852, United States
| | - Kirk Hines
- National
Institute on Alcohol Abuse and Alcoholism, National Institutes of
Health, Bethesda, Maryland 20852, United States
| | - Malliga R. Iyer
- Section
on Medicinal Chemistry, National Institute
on Alcohol Abuse and Alcoholism, National Institutes of Health, Bethesda, Maryland 20852, United States
| | - Arjen van den Berg
- ThermoFisher
Scientific, 7335 Executive
Way, Frederick, Maryland 21704, United States
| | - Sam Stepnowski
- ThermoFisher
Scientific, 7335 Executive
Way, Frederick, Maryland 21704, United States
| | - Jon Zmuda
- ThermoFisher
Scientific, 7335 Executive
Way, Frederick, Maryland 21704, United States
| | - Klaus Gawrisch
- National
Institute on Alcohol Abuse and Alcoholism, National Institutes of
Health, Bethesda, Maryland 20852, United States
| | - Clemens Glaubitz
- Institute
of Biophysical Chemistry and Centre of Biomolecular Magnetic Resonance, Goethe University Frankfurt, Max-von-Laue-Str. 9, 60438 Frankfurt, Germany
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10
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Guo C, Yang L, Liu Z, Liu D, Wüthrich K. Two-Dimensional NMR Spectroscopy of the G Protein-Coupled Receptor A 2AAR in Lipid Nanodiscs. Molecules 2023; 28:5419. [PMID: 37513291 PMCID: PMC10383251 DOI: 10.3390/molecules28145419] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/08/2023] [Revised: 07/07/2023] [Accepted: 07/08/2023] [Indexed: 07/30/2023] Open
Abstract
Eight hundred and twenty-six human G protein-coupled receptors (GPCRs) mediate the actions of two-thirds of the human hormones and neurotransmitters and over one-third of clinically used drugs. Studying the structure and dynamics of human GPCRs in lipid bilayer environments resembling the native cell membrane milieu is of great interest as a basis for understanding structure-function relationships and thus benefits continued drug development. Here, we incorporate the human A2A adenosine receptor (A2AAR) into lipid nanodiscs, which represent a detergent-free environment for structural studies using nuclear magnetic resonance (NMR) in solution. The [15N,1H]-TROSY correlation spectra confirmed that the complex of [u-15N, ~70% 2H]-A2AAR with an inverse agonist adopts its global fold in lipid nanodiscs in solution at physiological temperature. The global assessment led to two observations of practical interest. First, A2AAR in nanodiscs can be stored for at least one month at 4 °C in an aqueous solvent. Second, LMNG/CHS micelles are a very close mimic of the environment of A2AAR in nanodiscs. The NMR signal of five individually assigned tryptophan indole 15N-1H moieties located in different regions of the receptor structure further enabled a detailed assessment of the impact of nanodiscs and LMNG/CHS micelles on the local structure and dynamics of A2AAR. As expected, the largest effects were observed near the lipid-water interface along the intra- and extracellular surfaces, indicating possible roles of tryptophan side chains in stabilizing GPCRs in lipid bilayer membranes.
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Affiliation(s)
- Canyong Guo
- iHuman Institute, ShanghaiTech University, Shanghai 201210, China
- School of Life Science and Technology, ShanghaiTech University, Shanghai 201210, China
| | - Lingyun Yang
- iHuman Institute, ShanghaiTech University, Shanghai 201210, China
| | - Zhijun Liu
- National Facility for Protein Science in Shanghai, ZhangJiang Lab, Shanghai Advanced Research Institute, Chinese Academy of Sciences, Shanghai 201210, China
| | - Dongsheng Liu
- iHuman Institute, ShanghaiTech University, Shanghai 201210, China
| | - Kurt Wüthrich
- iHuman Institute, ShanghaiTech University, Shanghai 201210, China
- Department of Integrative Structural and Computational Biology, Scripps Research, La Jolla, CA 92037, USA
- Institute of Molecular Biology and Biophysics, ETH Zürich, Otto-Stern-Weg 5, 8093 Zürich, Switzerland
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11
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Rowlinson B, Crublet E, Kerfah R, Plevin MJ. Specific isotopic labelling and reverse labelling for protein NMR spectroscopy: using metabolic precursors in sample preparation. Biochem Soc Trans 2022; 50:1555-1567. [PMID: 36382942 DOI: 10.1042/bst20210586] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/04/2022] [Revised: 10/18/2022] [Accepted: 10/24/2022] [Indexed: 11/07/2023]
Abstract
The study of protein structure, dynamics and function by NMR spectroscopy commonly requires samples that have been enriched ('labelled') with the stable isotopes 13C and/or 15N. The standard approach is to uniformly label a protein with one or both of these nuclei such that all C and/or N sites are in principle 'NMR-visible'. NMR spectra of uniformly labelled proteins can be highly complicated and suffer from signal overlap. Moreover, as molecular size increases the linewidths of NMR signals broaden, which decreases sensitivity and causes further spectral congestion. Both effects can limit the type and quality of information available from NMR data. Problems associated with signal overlap and signal broadening can often be alleviated though the use of alternative, non-uniform isotopic labelling patterns. Specific isotopic labelling 'turns on' signals at selected sites while the rest of the protein is NMR-invisible. Conversely, specific isotopic unlabelling (also called 'reverse' labelling) 'turns off' selected signals while the rest of the protein remains NMR-visible. Both approaches can simplify NMR spectra, improve sensitivity, facilitate resonance assignment and permit a range of different NMR strategies when combined with other labelling tools and NMR experiments. Here, we review methods for producing proteins with enrichment of stable NMR-visible isotopes, with particular focus on residue-specific labelling and reverse labelling using Escherichia coli expression systems. We also explore how these approaches can aid NMR studies of proteins.
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Affiliation(s)
- Benjamin Rowlinson
- York Structural Biology Laboratory, York Biomedical Research Institute, Department of Biology, University of York, York YO10 5DD, U.K
| | - Elodie Crublet
- NMR-Bio, World Trade Center- 5 Place Robert Schuman, 38025 Grenoble Cedex 1, France
| | - Rime Kerfah
- NMR-Bio, World Trade Center- 5 Place Robert Schuman, 38025 Grenoble Cedex 1, France
| | - Michael J Plevin
- York Structural Biology Laboratory, York Biomedical Research Institute, Department of Biology, University of York, York YO10 5DD, U.K
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12
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Jamali N, Vahedi F, Soltani Fard E, Taheri-Anganeh M, Taghvimi S, Khatami SH, Ghasemi H, Movahedpour A. Nattokinase: Structure, applications and sources. BIOCATALYSIS AND AGRICULTURAL BIOTECHNOLOGY 2022. [DOI: 10.1016/j.bcab.2022.102564] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/27/2022]
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13
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Opdensteinen P, Sperl LE, Mohamadi M, Kündgen‐Redding N, Hagn F, Buyel JF. The transient expression of recombinant proteins in plant cell packs facilitates stable isotope labelling for NMR spectroscopy. PLANT BIOTECHNOLOGY JOURNAL 2022; 20:1928-1939. [PMID: 35702941 PMCID: PMC9491462 DOI: 10.1111/pbi.13873] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 11/03/2021] [Revised: 04/05/2022] [Accepted: 06/03/2022] [Indexed: 06/15/2023]
Abstract
Nuclear magnetic resonance (NMR) spectroscopy can be used to determine the structure, dynamics and interactions of proteins. However, protein NMR requires stable isotope labelling for signal detection. The cells used for the production of recombinant proteins must therefore be grown in medium containing isotopically labelled substrates. Stable isotope labelling is well established in Escherichia coli, but bacteria are only suitable for the production of simple proteins without post-translational modifications. More complex proteins require eukaryotic production hosts, but their growth can be impaired by labelled media, thus reducing product yields and increasing costs. To address this limitation, we used media supplemented with isotope-labelled substrates to cultivate the tobacco-derived cell line BY-2, which was then cast into plant cell packs (PCPs) for the transient expression of a labelled version of the model protein GB1. Mass spectrometry confirmed the feasibility of isotope labelling with 15 N and 2 H using this approach. The resulting NMR spectrum featured a signal dispersion comparable to recombinant GB1 produced in E. coli. PCPs therefore offer a rapid and cost-efficient alternative for the production of isotope-labelled proteins for NMR analysis, especially suitable for complex proteins that cannot be produced in microbial systems.
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Affiliation(s)
- Patrick Opdensteinen
- Fraunhofer Institute for Molecular Biology and Applied Ecology IMEAachenGermany
- Institute for Molecular BiotechnologyRWTH Aachen UniversityAachenGermany
| | - Laura E. Sperl
- Bavarian NMR Center (BNMRZ) at the Department of ChemistryTechnical University of MunichGarchingGermany
- Institute of Structural BiologyHelmholtz Zentrum MünchenNeuherbergGermany
| | - Mariam Mohamadi
- Bavarian NMR Center (BNMRZ) at the Department of ChemistryTechnical University of MunichGarchingGermany
- Institute of Structural BiologyHelmholtz Zentrum MünchenNeuherbergGermany
| | | | - Franz Hagn
- Bavarian NMR Center (BNMRZ) at the Department of ChemistryTechnical University of MunichGarchingGermany
- Institute of Structural BiologyHelmholtz Zentrum MünchenNeuherbergGermany
| | - Johannes Felix Buyel
- Fraunhofer Institute for Molecular Biology and Applied Ecology IMEAachenGermany
- Institute for Molecular BiotechnologyRWTH Aachen UniversityAachenGermany
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14
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Chandler B, Todd L, Smith SO. Magic angle spinning NMR of G protein-coupled receptors. PROGRESS IN NUCLEAR MAGNETIC RESONANCE SPECTROSCOPY 2022; 128:25-43. [PMID: 35282868 PMCID: PMC10718405 DOI: 10.1016/j.pnmrs.2021.10.002] [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: 08/20/2021] [Revised: 10/26/2021] [Accepted: 10/27/2021] [Indexed: 06/14/2023]
Abstract
G protein-coupled receptors (GPCRs) have a simple seven transmembrane helix architecture which has evolved to recognize a diverse number of chemical signals. The more than 800 GPCRs encoded in the human genome function as receptors for vision, smell and taste, and mediate key physiological processes. Consequently, these receptors are a major target for pharmaceuticals. Protein crystallography and electron cryo-microscopy have provided high resolution structures of many GPCRs in both active and inactive conformations. However, these structures have not sparked a surge in rational drug design, in part because GPCRs are inherently dynamic and the structural changes induced by ligand or drug binding to stabilize inactive or active conformations are often subtle rearrangements in packing or hydrogen-bonding interactions. NMR spectroscopy provides a sensitive probe of local structure and dynamics at specific sites within these receptors as well as global changes in receptor structure and dynamics. These methods can also capture intermediate states and conformations with low populations that provide insights into the activation pathways. We review the use of solid-state magic angle spinning NMR to address the structure and activation mechanisms of GPCRs. The focus is on the large and diverse class A family of receptors. We highlight three specific class A GPCRs in order to illustrate how solid-state, as well as solution-state, NMR spectroscopy can answer questions in the field involving how different GPCR classes and subfamilies are activated by their associated ligands, and how small molecule drugs can modulate GPCR activation.
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Affiliation(s)
- Bianca Chandler
- Department of Biochemistry and Cell Biology, Stony Brook University, Stony Brook, NY 11794, United States.
| | - Lauren Todd
- Department of Biochemistry and Cell Biology, Stony Brook University, Stony Brook, NY 11794, United States.
| | - Steven O Smith
- Department of Biochemistry and Cell Biology, Stony Brook University, Stony Brook, NY 11794, United States.
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15
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Barret L, Schubeis T, Kugler V, Guyot L, Pintacuda G, Wagner R. Production and Preparation of Isotopically Labeled Human Membrane Proteins in Pichia pastoris for Fast-MAS-NMR Analyses. Methods Mol Biol 2022; 2507:201-221. [PMID: 35773584 DOI: 10.1007/978-1-0716-2368-8_11] [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: 06/15/2023]
Abstract
Membrane proteins (MPs) comprise about one-third of the human proteome, playing critical roles in many physiological processes and associated disorders. Consistently, they represent one of the largest classes of targets for the pharmaceutical industry. Their study at the molecular level is however particularly challenging, resulting in a severe lack of structural and dynamic information that is hindering their detailed functional characterization and the identification of novel potent drug candidates.Magic Angle Spinning (MAS) NMR is a reliable and efficient method for the determination of protein structures and dynamics and for the identification of ligand binding sites and equilibria. MAS-NMR is particularly well suited for MPs since they can be directly analysed in a native-like lipid bilayer environment but used to require aggravating large amounts of isotope enriched material. The frequent toxicity of human MP overexpression in bacterial cultures poses an additional hurdle, resulting in the need for alternative (and often more costly) expression systems. The recent development of very fast (up to 150 kHz) MAS probes has revolutionized the field of biomolecular solid-state NMR enabling higher spectral resolution with significant reduction of the required sample, rendering eukaryotic expression systems cost-effective.Here is presented a set of accessible procedures validated for the production and preparation of eukaryotic MPs for Fast-MAS 1H-detected NMR analysis. The methodology is illustrated with the human copper uptake protein hCTR1 recombinantly produced and 13C-15N uniformly labeled with the versatile and affordable Pichia pastoris system. Subsequent purification procedures allow the recovery of mg amounts that are then reconstituted into liposome formulations compatible with solid-state NMR handling and analysis.
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Affiliation(s)
- Lina Barret
- Biotechnology and Cell Signalling, IMPReSs Protein Facility, UMR7242 CNRS-University of Strasbourg, Illkirch, France
- Centre de Résonance Magnétique Nucléaire à Très Hauts Champs de Lyon (UMR 5082-CNRS, Université Claude Bernard Lyon 1, École Normale Supérieure Lyon), Université de Lyon, Villeurbanne, France
| | - Tobias Schubeis
- Centre de Résonance Magnétique Nucléaire à Très Hauts Champs de Lyon (UMR 5082-CNRS, Université Claude Bernard Lyon 1, École Normale Supérieure Lyon), Université de Lyon, Villeurbanne, France
| | - Valérie Kugler
- Biotechnology and Cell Signalling, IMPReSs Protein Facility, UMR7242 CNRS-University of Strasbourg, Illkirch, France
| | - Lucile Guyot
- Biotechnology and Cell Signalling, IMPReSs Protein Facility, UMR7242 CNRS-University of Strasbourg, Illkirch, France
- NovAliX, Illkirch, France
| | - Guido Pintacuda
- Centre de Résonance Magnétique Nucléaire à Très Hauts Champs de Lyon (UMR 5082-CNRS, Université Claude Bernard Lyon 1, École Normale Supérieure Lyon), Université de Lyon, Villeurbanne, France
| | - Renaud Wagner
- Biotechnology and Cell Signalling, IMPReSs Protein Facility, UMR7242 CNRS-University of Strasbourg, Illkirch, France.
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16
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Karki R, Rimal S, Rieth MD. Predicted N-terminal N-linked glycosylation sites may underlie membrane protein expression patterns in Saccharomyces cerevisiae. Yeast 2021; 38:497-506. [PMID: 34182612 DOI: 10.1002/yea.3657] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/27/2021] [Revised: 06/15/2021] [Accepted: 06/17/2021] [Indexed: 12/14/2022] Open
Abstract
N-linked glycosylation is one type of posttranslational modification that proteins undergo during expression. The following describes the effects of N-linked glycosylation on high-level membrane protein expression in yeast with an emphasis on Saccharomyces cerevisiae. N-linked glycosylation is highlighted here as an important consideration when preparing membrane protein gene constructs for expression in S. cerevisiae, which continues to be used as a workhorse in both research and industrial applications. Non-native N-linked glycosylation commonly occurs during the heterologous expression of mammalian proteins in many yeast species which can have important immunological consequences when used in the production of biotherapeutic proteins or peptides. Further, non-native N-linked glycosylation can lead to improper protein folding and premature degradation, which can impede high-level expression yields and hinder downstream analysis. Multiple strategies are presented in this article, which suggest different methods that can be implemented to circumvent the unwanted consequences of N-linked glycosylation during the expression process. These considerations may have long-term benefits for high-level protein production in S. cerevisiae across a broad spectrum of expression targets with special emphasis placed on G-protein coupled receptors, one of the largest families of membrane proteins.
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Affiliation(s)
- Rashmi Karki
- Department of Biochemistry and Molecular Biophysics, Washington University School of Medicine, St. Louis, Missouri, USA
| | - Swechha Rimal
- Department of Chemistry, Southern Illinois University Edwardsville, Edwardsville, Illinois, USA
| | - Monica D Rieth
- Department of Chemistry, Southern Illinois University Edwardsville, Edwardsville, Illinois, USA
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17
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Dubey A, Stoyanov N, Viennet T, Chhabra S, Elter S, Borggräfe J, Viegas A, Nowak RP, Burdzhiev N, Petrov O, Fischer ES, Etzkorn M, Gelev V, Arthanari H. Lokale Deuterierung ermöglicht NMR‐Messung von Methylgruppen in Proteinen aus eukaryotischen und Zell‐freien Expressionssystemen. Angew Chem Int Ed Engl 2021. [DOI: 10.1002/ange.202016070] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/11/2022]
Affiliation(s)
- Abhinav Dubey
- Cancer Biology Dana-Farber Cancer Institute 450 Brookline Avenue LC-3311 Boston MA 02215 USA
- Department of Biological Chemistry and Molecular Pharmacology Harvard Medical School 240 Longwood Avenue Boston MA 02215 USA
| | - Nikolay Stoyanov
- Faculty of Chemistry and Pharmacy Sofia University 1 James Bourchier Blvd. 1164 Sofia Bulgarien
| | - Thibault Viennet
- Institute of Physical Biology Heinrich-Heine-University Universitätsstr. 1 40225 Düsseldorf Deutschland
- Institute of Biological Information Processing (IBI-7) Forschungszentrum Jülich GmbH 52425 Jülich Deutschland
- JuStruct: Jülich Center for Structural Biology Forschungszentrum Jülich GmbH 52425 Jülich Deutschland
| | - Sandeep Chhabra
- Cancer Biology Dana-Farber Cancer Institute 450 Brookline Avenue LC-3311 Boston MA 02215 USA
- Department of Biological Chemistry and Molecular Pharmacology Harvard Medical School 240 Longwood Avenue Boston MA 02215 USA
| | - Shantha Elter
- Institute of Physical Biology Heinrich-Heine-University Universitätsstr. 1 40225 Düsseldorf Deutschland
- Institute of Biological Information Processing (IBI-7) Forschungszentrum Jülich GmbH 52425 Jülich Deutschland
- JuStruct: Jülich Center for Structural Biology Forschungszentrum Jülich GmbH 52425 Jülich Deutschland
| | - Jan Borggräfe
- Institute of Physical Biology Heinrich-Heine-University Universitätsstr. 1 40225 Düsseldorf Deutschland
- Institute of Biological Information Processing (IBI-7) Forschungszentrum Jülich GmbH 52425 Jülich Deutschland
- JuStruct: Jülich Center for Structural Biology Forschungszentrum Jülich GmbH 52425 Jülich Deutschland
| | - Aldino Viegas
- Institute of Physical Biology Heinrich-Heine-University Universitätsstr. 1 40225 Düsseldorf Deutschland
- Institute of Biological Information Processing (IBI-7) Forschungszentrum Jülich GmbH 52425 Jülich Deutschland
- JuStruct: Jülich Center for Structural Biology Forschungszentrum Jülich GmbH 52425 Jülich Deutschland
| | - Radosław P. Nowak
- Cancer Biology Dana-Farber Cancer Institute 450 Brookline Avenue LC-3311 Boston MA 02215 USA
- Department of Biological Chemistry and Molecular Pharmacology Harvard Medical School 240 Longwood Avenue Boston MA 02215 USA
| | - Nikola Burdzhiev
- Faculty of Chemistry and Pharmacy Sofia University 1 James Bourchier Blvd. 1164 Sofia Bulgarien
| | - Ognyan Petrov
- Faculty of Chemistry and Pharmacy Sofia University 1 James Bourchier Blvd. 1164 Sofia Bulgarien
| | - Eric S. Fischer
- Cancer Biology Dana-Farber Cancer Institute 450 Brookline Avenue LC-3311 Boston MA 02215 USA
- Department of Biological Chemistry and Molecular Pharmacology Harvard Medical School 240 Longwood Avenue Boston MA 02215 USA
| | - Manuel Etzkorn
- Institute of Physical Biology Heinrich-Heine-University Universitätsstr. 1 40225 Düsseldorf Deutschland
- Institute of Biological Information Processing (IBI-7) Forschungszentrum Jülich GmbH 52425 Jülich Deutschland
- JuStruct: Jülich Center for Structural Biology Forschungszentrum Jülich GmbH 52425 Jülich Deutschland
| | - Vladimir Gelev
- Faculty of Chemistry and Pharmacy Sofia University 1 James Bourchier Blvd. 1164 Sofia Bulgarien
| | - Haribabu Arthanari
- Cancer Biology Dana-Farber Cancer Institute 450 Brookline Avenue LC-3311 Boston MA 02215 USA
- Department of Biological Chemistry and Molecular Pharmacology Harvard Medical School 240 Longwood Avenue Boston MA 02215 USA
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18
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Dubey A, Stoyanov N, Viennet T, Chhabra S, Elter S, Borggräfe J, Viegas A, Nowak RP, Burdzhiev N, Petrov O, Fischer ES, Etzkorn M, Gelev V, Arthanari H. Local Deuteration Enables NMR Observation of Methyl Groups in Proteins from Eukaryotic and Cell-Free Expression Systems. Angew Chem Int Ed Engl 2021; 60:13783-13787. [PMID: 33768661 PMCID: PMC8251921 DOI: 10.1002/anie.202016070] [Citation(s) in RCA: 4] [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: 12/03/2020] [Revised: 02/22/2021] [Indexed: 01/13/2023]
Abstract
Therapeutically relevant proteins such as GPCRs, antibodies and kinases face clear limitations in NMR studies due to the challenges in site-specific isotope labeling and deuteration in eukaryotic expression systems. Here we describe an efficient and simple method to observe the methyl groups of leucine residues in proteins expressed in bacterial, eukaryotic or cell-free expression systems without modification of the expression protocol. The method relies on simple stereo-selective 13 C-labeling and deuteration of leucine that alleviates the need for additional deuteration of the protein. The spectroscopic benefits of "local" deuteration are examined in detail through Forbidden Coherence Transfer (FCT) experiments and simulations. The utility of this labeling method is demonstrated in the cell-free synthesis of bacteriorhodopsin and in the insect-cell expression of the RRM2 domain of human RBM39.
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Affiliation(s)
- Abhinav Dubey
- Cancer BiologyDana-Farber Cancer Institute450 Brookline Avenue LC-3311BostonMA02215USA
- Department of Biological Chemistry and Molecular PharmacologyHarvard Medical School240 Longwood AvenueBostonMA02215USA
| | - Nikolay Stoyanov
- Faculty of Chemistry and PharmacySofia University1 James Bourchier Blvd.1164SofiaBulgaria
| | - Thibault Viennet
- Institute of Physical BiologyHeinrich-Heine-UniversityUniversitätsstr. 140225DüsseldorfGermany
- Institute of Biological Information Processing (IBI-7)Forschungszentrum Jülich GmbH52425JülichGermany
- JuStruct: Jülich Center for Structural BiologyForschungszentrum Jülich GmbH52425JülichGermany
| | - Sandeep Chhabra
- Cancer BiologyDana-Farber Cancer Institute450 Brookline Avenue LC-3311BostonMA02215USA
- Department of Biological Chemistry and Molecular PharmacologyHarvard Medical School240 Longwood AvenueBostonMA02215USA
| | - Shantha Elter
- Institute of Physical BiologyHeinrich-Heine-UniversityUniversitätsstr. 140225DüsseldorfGermany
- Institute of Biological Information Processing (IBI-7)Forschungszentrum Jülich GmbH52425JülichGermany
- JuStruct: Jülich Center for Structural BiologyForschungszentrum Jülich GmbH52425JülichGermany
| | - Jan Borggräfe
- Institute of Physical BiologyHeinrich-Heine-UniversityUniversitätsstr. 140225DüsseldorfGermany
- Institute of Biological Information Processing (IBI-7)Forschungszentrum Jülich GmbH52425JülichGermany
- JuStruct: Jülich Center for Structural BiologyForschungszentrum Jülich GmbH52425JülichGermany
| | - Aldino Viegas
- Institute of Physical BiologyHeinrich-Heine-UniversityUniversitätsstr. 140225DüsseldorfGermany
- Institute of Biological Information Processing (IBI-7)Forschungszentrum Jülich GmbH52425JülichGermany
- JuStruct: Jülich Center for Structural BiologyForschungszentrum Jülich GmbH52425JülichGermany
| | - Radosław P. Nowak
- Cancer BiologyDana-Farber Cancer Institute450 Brookline Avenue LC-3311BostonMA02215USA
- Department of Biological Chemistry and Molecular PharmacologyHarvard Medical School240 Longwood AvenueBostonMA02215USA
| | - Nikola Burdzhiev
- Faculty of Chemistry and PharmacySofia University1 James Bourchier Blvd.1164SofiaBulgaria
| | - Ognyan Petrov
- Faculty of Chemistry and PharmacySofia University1 James Bourchier Blvd.1164SofiaBulgaria
| | - Eric S. Fischer
- Cancer BiologyDana-Farber Cancer Institute450 Brookline Avenue LC-3311BostonMA02215USA
- Department of Biological Chemistry and Molecular PharmacologyHarvard Medical School240 Longwood AvenueBostonMA02215USA
| | - Manuel Etzkorn
- Institute of Physical BiologyHeinrich-Heine-UniversityUniversitätsstr. 140225DüsseldorfGermany
- Institute of Biological Information Processing (IBI-7)Forschungszentrum Jülich GmbH52425JülichGermany
- JuStruct: Jülich Center for Structural BiologyForschungszentrum Jülich GmbH52425JülichGermany
| | - Vladimir Gelev
- Faculty of Chemistry and PharmacySofia University1 James Bourchier Blvd.1164SofiaBulgaria
| | - Haribabu Arthanari
- Cancer BiologyDana-Farber Cancer Institute450 Brookline Avenue LC-3311BostonMA02215USA
- Department of Biological Chemistry and Molecular PharmacologyHarvard Medical School240 Longwood AvenueBostonMA02215USA
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19
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Established tools and emerging trends for the production of recombinant proteins and metabolites in Pichia pastoris. Essays Biochem 2021; 65:293-307. [PMID: 33956085 DOI: 10.1042/ebc20200138] [Citation(s) in RCA: 12] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/03/2021] [Revised: 03/09/2021] [Accepted: 03/29/2021] [Indexed: 12/31/2022]
Abstract
Besides bakers' yeast, the methylotrophic yeast Komagataella phaffii (also known as Pichia pastoris) has been developed into the most popular yeast cell factory for the production of heterologous proteins. Strong promoters, stable genetic constructs and a growing collection of freely available strains, tools and protocols have boosted this development equally as thorough genetic and cell biological characterization. This review provides an overview of state-of-the-art tools and techniques for working with P. pastoris, as well as guidelines for the production of recombinant proteins with a focus on small-scale production for biochemical studies and protein characterization. The growing applications of P. pastoris for in vivo biotransformation and metabolic pathway engineering for the production of bulk and specialty chemicals are highlighted as well.
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20
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Mulry E, Ray AP, Eddy MT. Production of a Human Histamine Receptor for NMR Spectroscopy in Aqueous Solutions. Biomolecules 2021; 11:632. [PMID: 33923140 PMCID: PMC8146376 DOI: 10.3390/biom11050632] [Citation(s) in RCA: 4] [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: 03/15/2021] [Revised: 04/18/2021] [Accepted: 04/21/2021] [Indexed: 12/26/2022] Open
Abstract
G protein-coupled receptors (GPCRs) bind a broad array of extracellular molecules and transmit intracellular signals that initiate physiological responses. The signal transduction functions of GPCRs are inherently related to their structural plasticity, which can be experimentally observed by spectroscopic techniques. Nuclear magnetic resonance (NMR) spectroscopy in particular is an especially advantageous method to study the dynamic behavior of GPCRs. The success of NMR studies critically relies on the production of functional GPCRs containing stable-isotope labeled probes, which remains a challenging endeavor for most human GPCRs. We report a protocol for the production of the human histamine H1 receptor (H1R) in the methylotrophic yeast Pichia pastoris for NMR experiments. Systematic evaluation of multiple expression parameters resulted in a ten-fold increase in the yield of expressed H1R over initial efforts in defined media. The expressed receptor could be purified to homogeneity and was found to respond to the addition of known H1R ligands. Two-dimensional transverse relaxation-optimized spectroscopy (TROSY) NMR spectra of stable-isotope labeled H1R show well-dispersed and resolved signals consistent with a properly folded protein, and 19F-NMR data register a response of the protein to differences in efficacies of bound ligands.
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MESH Headings
- Gene Expression
- Humans
- Ligands
- Magnetic Resonance Spectroscopy/methods
- Nuclear Magnetic Resonance, Biomolecular/methods
- Protein Binding
- Protein Conformation
- Protein Engineering/methods
- Receptors, G-Protein-Coupled/chemistry
- Receptors, G-Protein-Coupled/isolation & purification
- Receptors, G-Protein-Coupled/metabolism
- Receptors, Histamine/chemistry
- Receptors, Histamine/isolation & purification
- Receptors, Histamine/metabolism
- Receptors, Histamine H1/chemistry
- Receptors, Histamine H1/isolation & purification
- Receptors, Histamine H1/metabolism
- Saccharomycetales/metabolism
- Signal Transduction
- Structure-Activity Relationship
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Affiliation(s)
| | | | - Matthew T. Eddy
- Department of Chemistry, University of Florida, Gainesville, FL 32611, USA; (E.M.); (A.P.R.)
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21
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Pritišanac I, Alderson TR, Güntert P. Automated assignment of methyl NMR spectra from large proteins. PROGRESS IN NUCLEAR MAGNETIC RESONANCE SPECTROSCOPY 2020; 118-119:54-73. [PMID: 32883449 DOI: 10.1016/j.pnmrs.2020.04.001] [Citation(s) in RCA: 10] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 02/25/2020] [Revised: 04/15/2020] [Accepted: 04/17/2020] [Indexed: 05/05/2023]
Abstract
As structural biology trends towards larger and more complex biomolecular targets, a detailed understanding of their interactions and underlying structures and dynamics is required. The development of methyl-TROSY has enabled NMR spectroscopy to provide atomic-resolution insight into the mechanisms of large molecular assemblies in solution. However, the applicability of methyl-TROSY has been hindered by the laborious and time-consuming resonance assignment process, typically performed with domain fragmentation, site-directed mutagenesis, and analysis of NOE data in the context of a crystal structure. In response, several structure-based automatic methyl assignment strategies have been developed over the past decade. Here, we present a comprehensive analysis of all available methods and compare their input data requirements, algorithmic strategies, and reported performance. In general, the methods fall into two categories: those that primarily rely on inter-methyl NOEs, and those that utilize methyl PRE- and PCS-based restraints. We discuss their advantages and limitations, and highlight the potential benefits from standardizing and combining different methods.
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Affiliation(s)
- Iva Pritišanac
- Institute of Biophysical Chemistry, Center for Biomolecular Magnetic Resonance, Goethe University Frankfurt am Main, 60438 Frankfurt am Main, Germany
| | - T Reid Alderson
- Laboratory of Chemical Physics, NIDDK, National Institutes of Health, Bethesda, MD 20892, USA
| | - Peter Güntert
- Institute of Biophysical Chemistry, Center for Biomolecular Magnetic Resonance, Goethe University Frankfurt am Main, 60438 Frankfurt am Main, Germany; Laboratory of Physical Chemistry, ETH Zürich, 8093 Zürich, Switzerland; Department of Chemistry, Tokyo Metropolitan University, Hachioji, Tokyo 192-0397, Japan.
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22
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Danmaliki GI, Hwang PM. Solution NMR spectroscopy of membrane proteins. BIOCHIMICA ET BIOPHYSICA ACTA-BIOMEMBRANES 2020; 1862:183356. [PMID: 32416193 DOI: 10.1016/j.bbamem.2020.183356] [Citation(s) in RCA: 11] [Impact Index Per Article: 2.2] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Received: 10/31/2019] [Revised: 05/08/2020] [Accepted: 05/10/2020] [Indexed: 02/06/2023]
Abstract
Integral membrane proteins (IMPs) perform unique and indispensable functions in the cell, making them attractive targets for fundamental research and drug discovery. Developments in protein production, isotope labeling, sample preparation, and pulse sequences have extended the utility of solution NMR spectroscopy for studying IMPs with multiple transmembrane segments. Here we review some recent applications of solution NMR for studying structure, dynamics, and interactions of polytopic IMPs, emphasizing strategies used to overcome common technical challenges.
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Affiliation(s)
- Gaddafi I Danmaliki
- Department of Biochemistry, University of Alberta, Edmonton, Alberta T6G 2H7, Canada
| | - Peter M Hwang
- Department of Biochemistry, University of Alberta, Edmonton, Alberta T6G 2H7, Canada; Department of Medicine, University of Alberta, Edmonton, Alberta T6G 2H7, Canada.
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23
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Park SH, Lee JH. Dynamic G Protein-Coupled Receptor Signaling Probed by Solution NMR Spectroscopy. Biochemistry 2020; 59:1065-1080. [PMID: 32092261 DOI: 10.1021/acs.biochem.0c00032] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/28/2022]
Abstract
Nuclear magnetic resonance (NMR) spectroscopy is a powerful tool for investigating various dynamic features of G protein-coupled receptor (GPCR) signaling. In this Perspective, we focus on NMR techniques to characterize ligand-dependent conformational dynamics of GPCRs as well as the interaction of GPCRs with their environment and ligands. We also describe circumstances under which each technique should be applied, their advantages and disadvantages, and how they can be combined with other strategies to deepen the understanding of GPCR signaling at the molecular level.
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Affiliation(s)
- Sho Hee Park
- Department of Chemistry, Seoul National University, Seoul 08826, Korea
| | - Jung Ho Lee
- Department of Chemistry, Seoul National University, Seoul 08826, Korea
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24
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Munro R, de Vlugt J, Ladizhansky V, Brown LS. Improved Protocol for the Production of the Low-Expression Eukaryotic Membrane Protein Human Aquaporin 2 in Pichia pastoris for Solid-State NMR. Biomolecules 2020; 10:biom10030434. [PMID: 32168846 PMCID: PMC7175339 DOI: 10.3390/biom10030434] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/30/2020] [Revised: 03/05/2020] [Accepted: 03/06/2020] [Indexed: 12/16/2022] Open
Abstract
Solid-state nuclear magnetic resonance (SSNMR) is a powerful biophysical technique for studies of membrane proteins; it requires the incorporation of isotopic labels into the sample. This is usually accomplished through over-expression of the protein of interest in a prokaryotic or eukaryotic host in minimal media, wherein all (or some) carbon and nitrogen sources are isotopically labeled. In order to obtain multi-dimensional NMR spectra with adequate signal-to-noise ratios suitable for in-depth analysis, one requires high yields of homogeneously structured protein. Some membrane proteins, such as human aquaporin 2 (hAQP2), exhibit poor expression, which can make producing a sample for SSNMR in an economic fashion extremely difficult, as growth in minimal media adds additional strain on expression hosts. We have developed an optimized growth protocol for eukaryotic membrane proteins in the methylotrophic yeast Pichia pastoris. Our new growth protocol uses the combination of sorbitol supplementation, higher cell density, and low temperature induction (LT-SEVIN), which increases the yield of full-length, isotopically labeled hAQP2 ten-fold. Combining mass spectrometry and SSNMR, we were able to determine the nature and the extent of post-translational modifications of the protein. The resultant protein can be functionally reconstituted into lipids and yields excellent resolution and spectral coverage when analyzed by two-dimensional SSNMR spectroscopy.
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Van Aalst E, Yekefallah M, Mehta AK, Eason I, Wylie B. Codon Harmonization of a Kir3.1-KirBac1.3 Chimera for Structural Study Optimization. Biomolecules 2020; 10:biom10030430. [PMID: 32164257 PMCID: PMC7175280 DOI: 10.3390/biom10030430] [Citation(s) in RCA: 6] [Impact Index Per Article: 1.2] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/31/2020] [Revised: 02/27/2020] [Accepted: 03/06/2020] [Indexed: 02/06/2023] Open
Abstract
The expression of functional, folded, and isotopically enriched membrane proteins is an enduring bottleneck for nuclear magnetic resonance (NMR) studies. Indeed, historically, protein yield optimization has been insufficient to allow NMR analysis of many complex Eukaryotic membrane proteins. However, recent work has found that manipulation of plasmid codons improves the odds of successful NMR-friendly protein production. In the last decade, numerous studies showed that matching codon usage patterns in recombinant gene sequences to those in the native sequence is positively correlated with increased protein yield. This phenomenon, dubbed codon harmonization, may be a powerful tool in optimizing recombinant expression of difficult-to-produce membrane proteins for structural studies. Here, we apply this technique to an inward rectifier K+ Channel (Kir) 3.1-KirBac1.3 chimera. Kir3.1 falls within the G protein-coupled inward rectifier K+ (GIRK) channel family, thus NMR studies may inform on the nuances of GIRK gating action in the presence and absence of its G Protein, lipid, and small molecule ligands. In our hands, harmonized plasmids increase protein yield nearly two-fold compared to the traditional ‘fully codon optimized’ construct. We then employ a fluorescence-based functional assay and solid-state NMR correlation spectroscopy to show the final protein product is folded and functional.
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Affiliation(s)
- Evan Van Aalst
- Department of Chemistry and Biochemistry, Texas Tech University, Lubbock, TX 79423, USA; (E.V.A.); (M.Y.); (I.E.)
| | - Maryam Yekefallah
- Department of Chemistry and Biochemistry, Texas Tech University, Lubbock, TX 79423, USA; (E.V.A.); (M.Y.); (I.E.)
| | - Anil K. Mehta
- National High Magnetic Field Laboratory and McKnight Brain Institute, University of Florida, Box 10015, Gainesville, FL 32610, USA;
| | - Isaac Eason
- Department of Chemistry and Biochemistry, Texas Tech University, Lubbock, TX 79423, USA; (E.V.A.); (M.Y.); (I.E.)
| | - Benjamin Wylie
- Department of Chemistry and Biochemistry, Texas Tech University, Lubbock, TX 79423, USA; (E.V.A.); (M.Y.); (I.E.)
- Correspondence:
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Zhang M. Recent developments of methyl-labeling strategies in Pichia pastoris for NMR spectroscopy. Protein Expr Purif 2020; 166:105521. [DOI: 10.1016/j.pep.2019.105521] [Citation(s) in RCA: 6] [Impact Index Per Article: 1.2] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/14/2019] [Revised: 10/16/2019] [Accepted: 10/18/2019] [Indexed: 11/26/2022]
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Casiraghi M, Point E, Pozza A, Moncoq K, Banères JL, Catoire LJ. NMR analysis of GPCR conformational landscapes and dynamics. Mol Cell Endocrinol 2019; 484:69-77. [PMID: 30690069 DOI: 10.1016/j.mce.2018.12.019] [Citation(s) in RCA: 25] [Impact Index Per Article: 4.2] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 11/08/2018] [Revised: 12/13/2018] [Accepted: 12/24/2018] [Indexed: 12/22/2022]
Abstract
Understanding the signal transduction mechanism mediated by the G Protein-Coupled Receptors (GPCRs) in eukaryote cells represents one of the main issues in modern biology. At the molecular level, various biophysical approaches have provided important insights on the functional plasticity of these complex allosteric machines. In this context, X-ray crystal structures published during the last decade represent a major breakthrough in GPCR structural biology, delivering important information on the activation process of these receptors through the description of the three-dimensional organization of their active and inactive states. In complement to crystals and cryo-electronic microscopy structures, information on the probability of existence of different GPCR conformations and the dynamic barriers separating those structural sub-states is required to better understand GPCR function. Among the panel of techniques available, nuclear magnetic resonance (NMR) spectroscopy represents a powerful tool to characterize both conformational landscapes and dynamics. Here, we will outline the potential of NMR to address such biological questions, and we will illustrate the functional insights that NMR has brought in the field of GPCRs in the recent years.
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Affiliation(s)
- Marina Casiraghi
- Laboratoire de Biologie Physico-Chimique des Protéines Membranaires, UMR7099, CNRS/Université; Paris Diderot, Sorbonne Paris Cité, Institut de Biologie Physico-Chimique (FRC 550), 13 rue Pierre et Marie Curie, 75005, Paris, France
| | - Elodie Point
- Laboratoire de Biologie Physico-Chimique des Protéines Membranaires, UMR7099, CNRS/Université; Paris Diderot, Sorbonne Paris Cité, Institut de Biologie Physico-Chimique (FRC 550), 13 rue Pierre et Marie Curie, 75005, Paris, France
| | - Alexandre Pozza
- Laboratoire de Biologie Physico-Chimique des Protéines Membranaires, UMR7099, CNRS/Université; Paris Diderot, Sorbonne Paris Cité, Institut de Biologie Physico-Chimique (FRC 550), 13 rue Pierre et Marie Curie, 75005, Paris, France
| | - Karine Moncoq
- Laboratoire de Biologie Physico-Chimique des Protéines Membranaires, UMR7099, CNRS/Université; Paris Diderot, Sorbonne Paris Cité, Institut de Biologie Physico-Chimique (FRC 550), 13 rue Pierre et Marie Curie, 75005, Paris, France
| | - Jean-Louis Banères
- Institut des Biomoléćules Max Mousseron (IBMM), UMR 5247 CNRS, Université; Montpellier, ENSCM, 15 av. Charles Flahault, 34093, Montpellier, France
| | - Laurent J Catoire
- Laboratoire de Biologie Physico-Chimique des Protéines Membranaires, UMR7099, CNRS/Université; Paris Diderot, Sorbonne Paris Cité, Institut de Biologie Physico-Chimique (FRC 550), 13 rue Pierre et Marie Curie, 75005, Paris, France.
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Applications of In-Cell NMR in Structural Biology and Drug Discovery. Int J Mol Sci 2019; 20:ijms20010139. [PMID: 30609728 PMCID: PMC6337603 DOI: 10.3390/ijms20010139] [Citation(s) in RCA: 28] [Impact Index Per Article: 4.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/26/2018] [Revised: 12/24/2018] [Accepted: 12/29/2018] [Indexed: 01/23/2023] Open
Abstract
In-cell nuclear magnetic resonance (NMR) is a method to provide the structural information of a target at an atomic level under physiological conditions and a full view of the conformational changes of a protein caused by ligand binding, post-translational modifications or protein⁻protein interactions in living cells. Previous in-cell NMR studies have focused on proteins that were overexpressed in bacterial cells and isotopically labeled proteins injected into oocytes of Xenopus laevis or delivered into human cells. Applications of in-cell NMR in probing protein modifications, conformational changes and ligand bindings have been carried out in mammalian cells by monitoring isotopically labeled proteins overexpressed in living cells. The available protocols and successful examples encourage wide applications of this technique in different fields such as drug discovery. Despite the challenges in this method, progress has been made in recent years. In this review, applications of in-cell NMR are summarized. The successful applications of this method in mammalian and bacterial cells make it feasible to play important roles in drug discovery, especially in the step of target engagement.
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29
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Isotopic Labeling of Eukaryotic Membrane Proteins for NMR Studies of Interactions and Dynamics. Methods Enzymol 2018; 614:37-65. [PMID: 30611431 DOI: 10.1016/bs.mie.2018.08.030] [Citation(s) in RCA: 6] [Impact Index Per Article: 0.9] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 02/05/2023]
Abstract
Membrane proteins, and especially G-protein coupled receptors (GPCRs), are increasingly important targets of structural biology studies due to their involvement in many biomedically critical pathways in humans. These proteins are often highly dynamic and thus benefit from studies by NMR spectroscopy in parallel with complementary crystallographic and cryo-EM analyses. However, such studies are often complicated by a range of practical concerns, including challenges in preparing suitably isotopically labeled membrane protein samples, large sizes of protein/detergent or protein/lipid complexes, and limitations on sample concentrations and stabilities. Here we describe our approach to addressing these challenges via the use of simple eukaryotic expression systems and modified NMR experiments, using the human adenosine A2A receptor as an example. Protocols are provided for the preparation of U-2H (13C,1H-Ile δ1)-labeled membrane proteins from overexpression in the methylotrophic yeast Pichia pastoris, as well as techniques for studying the fast ns-ps sidechain dynamics of the methyl groups of such samples. We believe that, with the proper optimization, these protocols should be generalizable to other GPCRs and human membrane proteins.
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Boswell ZK, Latham MP. Methyl-Based NMR Spectroscopy Methods for Uncovering Structural Dynamics in Large Proteins and Protein Complexes. Biochemistry 2018; 58:144-155. [PMID: 30336000 DOI: 10.1021/acs.biochem.8b00953] [Citation(s) in RCA: 18] [Impact Index Per Article: 2.6] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/16/2022]
Abstract
NMR spectroscopy is particularly adept at site-specifically monitoring dynamic processes in proteins, such as protein folding, domain movements, ligand binding, and side-chain rotations. By coupling the favorable spectroscopic properties of highly dynamic side-chain methyl groups with transverse-relaxation-optimized spectroscopy (TROSY), it is now possible to routinely study such dynamic processes in high-molecular-weight proteins and complexes approaching 1 MDa. In this Perspective, we describe many elegant methyl-based NMR experiments that probe slow (second) to fast (picosecond) dynamics in large systems. To demonstrate the power of these methods, we also provide interesting examples of studies that utilized each methyl-based NMR technique to uncover functionally important dynamics. In many cases, the NMR experiments are paired with site-directed mutagenesis and/or other biochemical assays to put the dynamics and function into context. Our vision of the future of structural biology involves pairing methyl-based NMR spectroscopy with biochemical studies to advance our knowledge of the motions large proteins and macromolecular complexes use to choreograph complex functions. Such studies will be essential in elucidating the critical structural dynamics that underlie function and characterizing alterations in these processes that can lead to human disease.
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Affiliation(s)
- Zachary K Boswell
- Department of Chemistry and Biochemistry , Texas Tech University , Lubbock , Texas 79423 , United States
| | - Michael P Latham
- Department of Chemistry and Biochemistry , Texas Tech University , Lubbock , Texas 79423 , United States
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31
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Boisbouvier J, Kay LE. Advanced isotopic labeling for the NMR investigation of challenging proteins and nucleic acids. JOURNAL OF BIOMOLECULAR NMR 2018; 71:115-117. [PMID: 30043256 DOI: 10.1007/s10858-018-0199-9] [Citation(s) in RCA: 9] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 06/08/2023]
Affiliation(s)
| | - Lewis E Kay
- Departments of Molecular Genetics, Biochemistry, and Chemistry, University of Toronto, Toronto, ON, M5S 1A8, Canada.
- Program in Molecular Medicine, Hospital for Sick Children, 555 University Avenue, Toronto, ON, M5G 1X8, Canada.
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