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Ray M, Sayeed A, Ganshert M, Saha A. Direct Binding Methods to Measure Receptor-Ligand Interactions. J Phys Chem B 2024; 128:3-19. [PMID: 38134048 DOI: 10.1021/acs.jpcb.3c05041] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/24/2023]
Abstract
G-protein-coupled receptors (GPCRs) contribute to numerous physiological processes via complex network mechanisms. While indirect signaling assays (Ca2+ mobilization, cAMP production, and GTPγS binding) have been useful in identifying and characterizing downstream signaling mechanisms of GPCRs, these methods lack measurements of direct binding affinities, kinetics, binding specificity, and selectivity that are important parameters in GPCR drug discovery. In comparison to existing direct methods that use radio- or fluorescent labels, label-free techniques can closely emulate the native interactions around binding partners. Surface plasmon resonance (SPR) is a label-free technique that utilizes the refractive index (RI) property and is applied widely in quantitative GPCR-ligand binding kinetics measurement including small molecules screening. However, purified GPCRs are further embedded in a synthetic lipid environment which is immobilized through different tags to the SPR sensor surface, resulting in a non-native environment. Here, we introduced a methodology that also uses the RI property to measure binding interactions in a label-free, immobilization-free arrangement. The free-solution technique is successfully applied in quantifying the interaction of bioactive lipids to cognate lipid GPCRs, which is not purified but rather present in near-native conditions, i.e., in milieu of other cytoplasmic lipids and proteins. To further consider the wide applicability of these free-solution approaches in biomolecular interaction research, additional applications on a variety of receptor-ligand pairs are imperative.
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Affiliation(s)
- Manisha Ray
- Department of Chemistry and Biochemistry, Loyola University Chicago, 1068 W. Sheridan Road, Chicago, Illinois 60660, United States
| | - Aryana Sayeed
- Department of Chemistry and Biochemistry, Loyola University Chicago, 1068 W. Sheridan Road, Chicago, Illinois 60660, United States
| | - Madeline Ganshert
- Department of Chemistry and Biochemistry, Loyola University Chicago, 1068 W. Sheridan Road, Chicago, Illinois 60660, United States
| | - Arjun Saha
- Department of Chemistry and Biochemistry, University of Wisconsin, Milwaukee Chemistry Bldg, 144, 3210 N Cramer Street, Milwaukee, Wisconsin 53211, United States
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2
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Hu S, Yu K, Yan J, Shan X, Xie D. Jasmonate perception: Ligand-receptor interaction, regulation, and evolution. MOLECULAR PLANT 2023; 16:23-42. [PMID: 36056561 DOI: 10.1016/j.molp.2022.08.011] [Citation(s) in RCA: 12] [Impact Index Per Article: 12.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 05/25/2022] [Revised: 08/10/2022] [Accepted: 08/28/2022] [Indexed: 06/15/2023]
Abstract
Phytohormones integrate external environmental and developmental signals with internal cellular responses for plant survival and multiplication in changing surroundings. Jasmonate (JA), which might originate from prokaryotes and benefit plant terrestrial adaptation, is a vital phytohormone that regulates diverse developmental processes and defense responses against various environmental stresses. In this review, we first provide an overview of ligand-receptor binding techniques used for the characterization of phytohormone-receptor interactions, then introduce the identification of the receptor COI1 and active JA molecules, and finally summarize recent advances on the regulation of JA perception and its evolution.
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Affiliation(s)
- Shuai Hu
- MOE Laboratory of Bioinformatics, Tsinghua-Peking Center for Life Sciences, School of Life Sciences, Tsinghua University, Beijing 100084, China
| | - Kaiming Yu
- Peking University-Tsinghua University-National Institute of Biological Sciences Joint Graduate Program, School of Life Sciences, Tsinghua University, Beijing 100084, China
| | - Jianbin Yan
- Shenzhen Branch, Guangdong Laboratory of Lingnan Modern Agriculture, Key Laboratory of Synthetic Biology, Ministry of Agriculture and Rural Affairs, Agricultural Genomics Institute at Shenzhen, Chinese Academy of Agricultural Sciences, Shenzhen 518124, China; Kunpeng Institute of Modern Agriculture at Foshan, Chinese Academy of Agricultural Sciences, Foshan 528200, China.
| | - Xiaoyi Shan
- MOE Laboratory of Bioinformatics, Tsinghua-Peking Center for Life Sciences, School of Life Sciences, Tsinghua University, Beijing 100084, China.
| | - Daoxin Xie
- MOE Laboratory of Bioinformatics, Tsinghua-Peking Center for Life Sciences, School of Life Sciences, Tsinghua University, Beijing 100084, China; Peking University-Tsinghua University-National Institute of Biological Sciences Joint Graduate Program, School of Life Sciences, Tsinghua University, Beijing 100084, China.
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3
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McDaid WJ, Lissin N, Pollheimer E, Greene M, Leach A, Smyth P, Bossi G, Longley D, Cole DK, Scott CJ. Enhanced target-specific delivery of docetaxel-loaded nanoparticles using engineered T cell receptors. NANOSCALE 2021; 13:15010-15020. [PMID: 34533174 PMCID: PMC8447836 DOI: 10.1039/d1nr04001d] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Figures] [Subscribe] [Scholar Register] [Received: 06/21/2021] [Accepted: 08/18/2021] [Indexed: 06/13/2023]
Abstract
For effective targeted therapy of cancer with chemotherapy-loaded nanoparticles (NPs), antigens that are selective for cancer cells should be targeted to minimise off-tumour toxicity. Human leukocyte antigens (HLAs) are attractive cancer targets as they can present peptides from tumour-selective proteins on the cell surface, which can be recognised by T cells via T cell receptors (TCRs). In this study, docetaxel-loaded polymeric NPs were conjugated to recombinant affinity-enhanced TCRs to target breast cancer cells presenting a tumour-selective peptide-HLA complex. The TCR-conjugated nanoparticles enabled enhanced delivery of docetaxel and induced cell death through tumour-specific peptide-HLA targeting. These in vitro data demonstrate the potential of targeting tumour-restricted peptide-HLA epitopes using high affinity TCR-conjugated nanoparticles, representing a novel treatment strategy to deliver therapeutic drugs specifically to cancer cells.
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Affiliation(s)
- William J McDaid
- The Patrick G Johnston Centre for Cancer Research, Queen's University Belfast, Belfast, UK, BT9 7AE.
- Cancer Research UK Manchester Institute, Alderley Park, Congleton Rd, Alderley Edge, Macclesfield, UK, SK10 4TG
| | - Nikolai Lissin
- Immunocore Ltd, 101 Park Dr, Milton, Abingdon, United Kingdom OX14 4RY
| | - Ellen Pollheimer
- The Patrick G Johnston Centre for Cancer Research, Queen's University Belfast, Belfast, UK, BT9 7AE.
| | - Michelle Greene
- The Patrick G Johnston Centre for Cancer Research, Queen's University Belfast, Belfast, UK, BT9 7AE.
| | - Adam Leach
- The Patrick G Johnston Centre for Cancer Research, Queen's University Belfast, Belfast, UK, BT9 7AE.
- Institute of Cancer Research, 15 Cotswold Rd, Sutton, London, SM2 5NG, UK
| | - Peter Smyth
- The Patrick G Johnston Centre for Cancer Research, Queen's University Belfast, Belfast, UK, BT9 7AE.
| | - Giovanna Bossi
- Immunocore Ltd, 101 Park Dr, Milton, Abingdon, United Kingdom OX14 4RY
| | - Daniel Longley
- The Patrick G Johnston Centre for Cancer Research, Queen's University Belfast, Belfast, UK, BT9 7AE.
| | - David K Cole
- Immunocore Ltd, 101 Park Dr, Milton, Abingdon, United Kingdom OX14 4RY
| | - Christopher J Scott
- The Patrick G Johnston Centre for Cancer Research, Queen's University Belfast, Belfast, UK, BT9 7AE.
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4
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Korshunova AV, Lopanskaia IN, Gudimchuk NB. Modern Approaches to Analysis of Protein–Ligand Interactions. Biophysics (Nagoya-shi) 2019. [DOI: 10.1134/s0006350919040079] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/23/2022] Open
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5
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Nagati V, Nakkka S, Yeggoni DP, Subramanyam R. Forskolin-loaded human serum albumin nanoparticles and its biological importance. J Biomol Struct Dyn 2019; 38:1539-1550. [PMID: 31057091 DOI: 10.1080/07391102.2019.1614481] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/21/2022]
Abstract
In this study, forskolin-loaded human serum albumin nanoparticles (FR-HSANPs) were successfully prepared by incorporation and affinity-binding methods. FR-HSANPs were characterized by transmission electron microscope that most of them are circular in shape and size is around 340 nm. The drug loading was more than 88% and further sustained release profiles were observed as it is 77.5% in 24 h time. Additionally, the cytotoxicity results with HepG2 cells indicated that FR-HSANPs showed significantly higher cytotoxicity and lower cell viability as compared to free forskolin (FR). Furthermore, to understand the binding mechanism of human serum albumin (HSA) with forskolin resulted from fluorescence quenching as a static mechanism and the binding constant is 6.26 ± 0.1 × 104 M-1, indicating a strong binding affinity. Further, association and dissociation kinetics of forskolin-HSA was calculated from surface plasmon resonance spectroscopy and the binding constant found to be Kforskolin = 3.4 ± 0.24 × 104 M-1 and also fast dissociation was observed. Further, we used circular dichroism and molecular dynamics simulations to elucidate the possible structural changes including local conformational changes and rigidity of the residues of both HSA and HSA-forskolin complexes.Communicated by Ramaswamy H. Sarma.
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Affiliation(s)
- Veerababu Nagati
- Department of Plant Sciences, School of Life Sciences, University of Hyderabad, Hyderabad, India
| | - Sailaja Nakkka
- Department of Plant Sciences, School of Life Sciences, University of Hyderabad, Hyderabad, India
| | | | - Rajagopal Subramanyam
- Department of Plant Sciences, School of Life Sciences, University of Hyderabad, Hyderabad, India
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Du X, Li Y, Xia YL, Ai SM, Liang J, Sang P, Ji XL, Liu SQ. Insights into Protein-Ligand Interactions: Mechanisms, Models, and Methods. Int J Mol Sci 2016; 17:ijms17020144. [PMID: 26821017 PMCID: PMC4783878 DOI: 10.3390/ijms17020144] [Citation(s) in RCA: 703] [Impact Index Per Article: 87.9] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/09/2015] [Revised: 01/13/2016] [Accepted: 01/18/2016] [Indexed: 01/16/2023] Open
Abstract
Molecular recognition, which is the process of biological macromolecules interacting with each other or various small molecules with a high specificity and affinity to form a specific complex, constitutes the basis of all processes in living organisms. Proteins, an important class of biological macromolecules, realize their functions through binding to themselves or other molecules. A detailed understanding of the protein–ligand interactions is therefore central to understanding biology at the molecular level. Moreover, knowledge of the mechanisms responsible for the protein-ligand recognition and binding will also facilitate the discovery, design, and development of drugs. In the present review, first, the physicochemical mechanisms underlying protein–ligand binding, including the binding kinetics, thermodynamic concepts and relationships, and binding driving forces, are introduced and rationalized. Next, three currently existing protein-ligand binding models—the “lock-and-key”, “induced fit”, and “conformational selection”—are described and their underlying thermodynamic mechanisms are discussed. Finally, the methods available for investigating protein–ligand binding affinity, including experimental and theoretical/computational approaches, are introduced, and their advantages, disadvantages, and challenges are discussed.
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Affiliation(s)
- Xing Du
- Laboratory for Conservation and Utilization of Bio-Resources, Yunnan University, Kunming 650091, China.
| | - Yi Li
- Laboratory for Conservation and Utilization of Bio-Resources, Yunnan University, Kunming 650091, China.
| | - Yuan-Ling Xia
- Laboratory for Conservation and Utilization of Bio-Resources, Yunnan University, Kunming 650091, China.
| | - Shi-Meng Ai
- Laboratory for Conservation and Utilization of Bio-Resources, Yunnan University, Kunming 650091, China.
- Department of Applied Mathematics, Yunnan Agricultural University, Kunming 650201, China.
| | - Jing Liang
- Laboratory for Conservation and Utilization of Bio-Resources, Yunnan University, Kunming 650091, China.
| | - Peng Sang
- Laboratory for Conservation and Utilization of Bio-Resources, Yunnan University, Kunming 650091, China.
- Laboratory of Molecular Cardiology, Department of Cardiology, The First Affiliated Hospital of Kunming Medical University, Kunming 650032, China.
| | - Xing-Lai Ji
- Laboratory for Conservation and Utilization of Bio-Resources, Yunnan University, Kunming 650091, China.
- Key Laboratory for Tumor molecular biology of High Education in Yunnan Province, School of Life Sciences, Yunnan University, Kunming 650091, China.
| | - Shu-Qun Liu
- Laboratory for Conservation and Utilization of Bio-Resources, Yunnan University, Kunming 650091, China.
- Key Laboratory for Tumor molecular biology of High Education in Yunnan Province, School of Life Sciences, Yunnan University, Kunming 650091, China.
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7
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Abstract
Isotope labeling of biologically interesting proteins is a prerequisite for structural and dynamics studies by NMR spectroscopy. Many of these proteins require mammalian cofactors, chaperons, or posttranslational modifications such as myristoylation, glypiation, disulfide bond formation, or N- or O-linked glycosylation; and mammalian cells have the necessary machinery to produce them in their functional forms. Here, we describe recent advances in mammalian expression, including an efficient adenoviral vector-based system, for the production of isotopically labeled proteins. This system enables expression of mammalian proteins and their complexes, including proteins that require posttranslational modifications. We describe a roadmap to produce isotopically labeled (15)N and (13)C posttranslationally modified proteins, such as the outer domain of HIV-1 gp120, which has four disulfide bonds and 15 potential sites of N-linked glycosylation. These methods should allow NMR spectroscopic analysis of the structure and function of posttranslationally modified and secreted, cytoplasmic, or membrane-bound proteins.
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Affiliation(s)
- Mallika Sastry
- Vaccine Research Center, National Institute of Allergy and Infectious Diseases, National Institutes of Health, Bethesda, Maryland, USA.
| | - Carole A Bewley
- Laboratory of Bioorganic Chemistry, National Institute of Diabetes and Digestive and Kidney Diseases, National Institutes of Health, Bethesda, Maryland, USA.
| | - Peter D Kwong
- Vaccine Research Center, National Institute of Allergy and Infectious Diseases, National Institutes of Health, Bethesda, Maryland, USA.
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8
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Abstract
Shootin1 has been ascribed a role in regulating polarization of primary hippocampal neurons. To better understand the possible role of Shootin1 in the developing brain, we identified a member of the kinesin superfamily, KIF20B, as a novel Shootin1 interacting protein and a potential mediator of Shootin1 interaction with microtubules. KIF20B/Shootin1 binding was mapped to a 57 aa KIF20B sequence, which was used as a dominant-negative fragment. Direct interaction between that peptide (MBD) and Shootin1 was confirmed by surface plasmon resonance-based technology and the affinity was determined in the 10⁻⁷ m range. The proteins are expressed in the developing brain and formed a complex in vivo based on coimmunoprecipitation experiments and coimmunostaining in primary neurons. In primary hippocampal neurons Kif20b knockdown reduced Shootin1 mobilization to the developing axon, as evidenced by immunostaining and fluorescence recovery after photobleaching analysis, suggesting that Shootin1 is a novel KIF20B cargo. shRNA targeting of Shootin1 reduced PIP3 accumulation in the growth cone, as did Kif20b shRNA. In the developing mouse brain, Kif20b knockdown or expression of the KIF20B minimal binding domain inhibited neuronal migration, and in vivo migration assays suggested that Shootin1/Kif20b acts in the same genetic pathway. Time-lapse imaging of multipolar cells in the subventricular zone revealed that downregulating levels of either Shootin1 or Kif20b hindered the transition from multipolar to bipolar cells. Collectively, our data demonstrate the importance of the Shootin1/KIF20B interaction to the dynamic process of pyramidal neuronal polarization and migration.
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9
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Surface plasmon resonance spectroscopy for characterisation of membrane protein-ligand interactions and its potential for drug discovery. BIOCHIMICA ET BIOPHYSICA ACTA-BIOMEMBRANES 2013; 1838:43-55. [PMID: 23665295 DOI: 10.1016/j.bbamem.2013.04.028] [Citation(s) in RCA: 257] [Impact Index Per Article: 23.4] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Received: 02/27/2013] [Revised: 04/25/2013] [Accepted: 04/29/2013] [Indexed: 11/22/2022]
Abstract
Surface plasmon resonance (SPR) spectroscopy is a rapidly developing technique for the study of ligand binding interactions with membrane proteins, which are the major molecular targets for validated drugs and for current and foreseeable drug discovery. SPR is label-free and capable of measuring real-time quantitative binding affinities and kinetics for membrane proteins interacting with ligand molecules using relatively small quantities of materials and has potential to be medium-throughput. The conventional SPR technique requires one binding component to be immobilised on a sensor chip whilst the other binding component in solution is flowed over the sensor surface; a binding interaction is detected using an optical method that measures small changes in refractive index at the sensor surface. This review first describes the basic SPR experiment and the challenges that have to be considered for performing SPR experiments that measure membrane protein-ligand binding interactions, most importantly having the membrane protein in a lipid or detergent environment that retains its native structure and activity. It then describes a wide-range of membrane protein systems for which ligand binding interactions have been characterised using SPR, including the major drug targets G protein-coupled receptors, and how challenges have been overcome for achieving this. Finally it describes some recent advances in SPR-based technology and future potential of the technique to screen ligand binding in the discovery of drugs. This article is part of a Special Issue entitled: Structural and biophysical characterisation of membrane protein-ligand binding.
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Sastry M, Bewley CA, Kwong PD. Mammalian expression of isotopically labeled proteins for NMR spectroscopy. ADVANCES IN EXPERIMENTAL MEDICINE AND BIOLOGY 2012; 992:197-211. [PMID: 23076586 DOI: 10.1007/978-94-007-4954-2_11] [Citation(s) in RCA: 9] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 12/19/2022]
Abstract
NMR spectroscopic characterization of biologically interesting proteins generally requires the incorporation of (15)N/(13)C and/or (2)H stable isotopes. While prokaryotic incorporation systems are regularly used, mammalian ones are not: of the nearly 9,000 NMR macromolecular structures currently deposited in the Protein Data Bank, only a handful (<0.5%) were solved with proteins expressed in mammalian systems. This low number of structures is largely a reflection of the difficulty in producing uniformly labeled, mammalian-expressed proteins. This is unfortunate, as many interesting proteins require mammalian cofactors, chaperons, or post-translational modifications such as N-linked glycosylation, and mammalian cells have the necessary machinery to produce them correctly. Here we describe recent advances in mammalian expression, including an efficient adenoviral vector-based system, for the production of isotopically enriched proteins. This system allows for the expression of mammalian proteins and their complexes, including proteins that require post-translational modifications. We describe how this system can produce isotopically labeled (15)N and (13)C post-translationally modified proteins, such as the outer domain of HIV-1 gp120, which has 15 sites of N-linked glycosylation. Selective amino-acid labeling is also described. These developments should reduce barriers to the determination of NMR structures with isotopically labeled proteins from mammalian expression systems.
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Affiliation(s)
- Mallika Sastry
- National Institute of Allergy and Infectious Diseases, National Institutes of Health, Bethesda, MD 20892-3027, USA.
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11
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Label-free optical diagnosis of hepatitis B virus with genetically engineered fusion proteins. Talanta 2010; 82:803-9. [DOI: 10.1016/j.talanta.2010.05.059] [Citation(s) in RCA: 38] [Impact Index Per Article: 2.7] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/03/2010] [Revised: 05/26/2010] [Accepted: 05/27/2010] [Indexed: 11/20/2022]
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A radioisotope label-free alpha-bungarotoxin-binding assay using BIAcore sensor chip technology for real-time analysis. Anal Biochem 2009; 389:86-8. [PMID: 19289092 DOI: 10.1016/j.ab.2009.03.011] [Citation(s) in RCA: 6] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/04/2009] [Accepted: 03/08/2009] [Indexed: 11/20/2022]
Abstract
alpha-Bungarotoxin (alpha-bgtx)-binding proteins, including certain nicotinic acetylcholine receptors and acetylcholine-binding proteins (AChBPs), are frequently characterized with radioisotope-labeled alpha-bgtx-binding assays. Such assays, however, preclude investigations of binding interactions in real time and are hampered by the inconveniences associated with radioisotope-labeled reagents. We used surface plasmon resonance-based technology (BIAcore) to investigate the binding of recombinant AChBP to CM-5 sensor chip surfaces with directly immobilized alpha-bgtx. We validated our BIAcore results by comparing the same biological samples using the traditional (125)I-labeled alpha-bgtx-binding assay. An alpha-bgtx sensor chip, as described here, enables detailed, real-time, radioisotope-free interaction studies that can greatly facilitate the characterization of novel alpha-bgtx-binding proteins and complexes.
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13
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Redman JE. Surface plasmon resonance for probing quadruplex folding and interactions with proteins and small molecules. Methods 2007; 43:302-12. [DOI: 10.1016/j.ymeth.2007.05.008] [Citation(s) in RCA: 44] [Impact Index Per Article: 2.6] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/16/2007] [Accepted: 05/21/2007] [Indexed: 10/22/2022] Open
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Yuan BF, Xue Y, Luo M, Hao YH, Tan Z. Two DNAzymes targeting the telomerase mRNA with large difference in Mg2+ concentration for maximal catalytic activity. Int J Biochem Cell Biol 2007; 39:1119-29. [PMID: 17499543 DOI: 10.1016/j.biocel.2007.03.004] [Citation(s) in RCA: 15] [Impact Index Per Article: 0.9] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/22/2007] [Revised: 02/25/2007] [Accepted: 03/06/2007] [Indexed: 11/19/2022]
Abstract
The 10-23 RNA-cleaving DNAzymes require divalent metal ions, preferentially Mg(2+), for catalytic activity. For intracellular applications, it is important that a DNAzyme can perform maximal cleavage at physiological concentration of Mg(2+) (0.2-2mM). We designed DNAzymes targeting the mRNA of human telomere reverse transcriptase, two of them turned out to have large difference in Mg(2+) concentration requirement (1mM vs. 20mM) for maximal activity in vitro. When the two DNAzymes were transfected into HeLa cells, only the one requiring low Mg(2+) concentration showed inhibitory activity indicating that the in vitro property regarding Mg(2+) requirement was reserved in vivo. The cleavage of target RNA mainly involves two processes, that is hybridization of DNAzyme with substrate and cleavage of substrate in the DNAzyme-substrate duplex. To explore how the optimal Mg(2+) concentration was determined, we studied the effect of Mg(2+) on the two processes. For both DNAzymes, Mg(2+) enhanced hybridization over a range of concentration far beyond 1mM. Once the DNAzymes hybridized with their 19-mer substrates without flanking sequences, the cleavages showed little difference in Mg(2+) concentration-dependence. These facts suggest that the flanking sequences played a key role in determining the Mg(2+) concentration for maximal DNAzyme activity possibly via the formation of higher order structure in the DNAzyme-substrate duplex.
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Affiliation(s)
- Bi-Feng Yuan
- Laboratory of Biochemistry and Biophysics, College of Life Sciences, Wuhan University, Wuhan 430072, China
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15
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Halder K, Chowdhury S. Kinetic resolution of bimolecular hybridization versus intramolecular folding in nucleic acids by surface plasmon resonance: application to G-quadruplex/duplex competition in human c-myc promoter. Nucleic Acids Res 2005; 33:4466-74. [PMID: 16085756 PMCID: PMC1183106 DOI: 10.1093/nar/gki750] [Citation(s) in RCA: 29] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/17/2022] Open
Abstract
The human oncogene c-myc is regulated by G-quadruplex formation within the nuclease hypersensitive element (NHE IIII) in the c-myc promoter, making the quadruplex a strong anti-cancer target. With respect to this, the competing equilibrium between intramolecular quadruplex folding and bimolecular duplex formation is poorly understood and very few techniques have addressed this problem. We present a method for simultaneously determining the kinetic constants for G-quadruplex folding/unfolding and hybridization in the presence of the complementary strand from a single reaction using an optical biosensor based on surface plasmon resonance (SPR). Using this technique, we demonstrate for the first time that quadruplex formation in the c-myc promoter is favored at low strand concentrations. Our results indicate favorable quadruplex folding (equilibrium folding constant KF of 2.09 calculated from the kinetic parameters: folding rate constant, kf = 1.65 × 10−2 s−1 and unfolding rate constant, ku = 7.90 × 10−3 s−1) in 150 mM K+. The hybridization rate constants detected concurrently gave a bimolecular association constant, ka = 1.37 × 105 M−1 s−1 and dissociation constant, kd = 4.94 × 10−5 s−1. Interestingly, in the presence of Na+ we observed that G-quadruplex folding was unfavorable (KF = 0.54). Implication of our results on the c-myc transcription activation model is discussed in light of aberrant c-myc expression observed on destabilization of the G-quadruplex.
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Affiliation(s)
| | - Shantanu Chowdhury
- To whom correspondence should be addressed. Tel: +91 11 2766 6157; Fax: +91 11 2766 7471;
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Gambari R. Biospecific interaction analysis: a tool for drug discovery and development. AMERICAN JOURNAL OF PHARMACOGENOMICS : GENOMICS-RELATED RESEARCH IN DRUG DEVELOPMENT AND CLINICAL PRACTICE 2002; 1:119-35. [PMID: 12174673 DOI: 10.2165/00129785-200101020-00005] [Citation(s) in RCA: 17] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 12/14/2022]
Abstract
The recent development of surface plasmon resonance (SPR)-based biosensor technologies for biospecific interaction analysis (BIA) enables the monitoring of a variety of molecular reactions in real-time. The biomolecular interactions occur at the surface of a flow cell of a sensor chip between a ligand immobilized on the surface and an injected analyte. SPR-based BIA offers many advantages over most of the other methodologies available for the study of biomolecular interactions, including full automation, no requirement for labeling, and the availability of a large variety of activated sensor chips that allow immobilization of DNA, RNA, proteins, peptides and cells. The assay is rapid and requires only small quantitities of both ligand and analyte in order to obtain informative results. In addition, the sensor chip can be re-used many times, leading to low running costs. Aside from the analysis of all possible combinations of peptide, protein, DNA and RNA interactions, this technology can also be used for screening of monoclonal antibodies and epitope mapping, analysis of interactions between low molecular weight compounds and proteins or nucleic acids, interactions between cells and ligands, and real-time monitoring of gene expression. Applications of SPR-based BIA in medicine include the molecular diagnosis of viral infections and genetic diseases caused by point mutations. Future perspectives include the combinations of SPR-based BIA with mass spectrometry, the use of biosensors in proteomics, and the application of this technology to design and develop efficient drug delivery systems.
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Affiliation(s)
- R Gambari
- Department of Biochemistry and Molecular Biology, and Biotechnology Center, Ferrara University, Ferrara, Italy.
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17
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Ward WH, Holdgate GA. Isothermal titration calorimetry in drug discovery. PROGRESS IN MEDICINAL CHEMISTRY 2002; 38:309-76. [PMID: 11774798 DOI: 10.1016/s0079-6468(08)70097-3] [Citation(s) in RCA: 85] [Impact Index Per Article: 3.9] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 12/04/2022]
Abstract
Isothermal titration calorimetry (ITC) follows the heat change when a test compound binds to a target protein. It allows precise measurement of affinity. The method is direct, making interpretation facile, because there is no requirement for competing molecules. Titration in the presence of other ligands rapidly provides information on the mechanism of action of the test compound, identifying the intermolecular complexes that are relevant for structure-based design. Calorimetry allows measurement of stoichiometry and so evaluation of the proportion of the sample that is functional. ITC can characterize protein fragments and catalytically inactive mutant enzymes. It is the only technique which directly measures the enthalpy of binding (delta H degree). Interpretation of delta H degree and its temperature dependence (delta Cp) is usually qualitative, not quantitative. This is because of complicated contributions from linked equilibria and a single change in structure giving modification of several physicochemical properties. Measured delta H degree values allow characterization of proton movement linked to the association of protein and ligand, giving information on the ionization of groups involved in binding. Biochemical systems characteristically exhibit enthalpy-entropy compensation where increased bonding is offset by an entropic penalty, reducing the magnitude of change in affinity. This also causes a lack of correlation between the free energy of binding (delta G degree) and delta H degree. When characterizing structure-activity relationships (SAR), most groups involved in binding can be detected as contributing to delta H degree, but not to affinity. Large enthalpy changes may reflect a modified binding mode, or protein conformation changes. Thus, delta H degree values may highlight a potential discontinuity in SAR, so that experimental structural data are likely to be particularly valuable in molecular design.
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Affiliation(s)
- W H Ward
- AstraZeneca, R & D Mereside, Alderley Park, Macclesfield, Cheshire, SK10 4TG, UK
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Baerga-Ortiz A, Rezaie AR, Komives EA. Electrostatic dependence of the thrombin-thrombomodulin interaction. J Mol Biol 2000; 296:651-8. [PMID: 10669614 DOI: 10.1006/jmbi.1999.3447] [Citation(s) in RCA: 53] [Impact Index Per Article: 2.2] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/22/2022]
Abstract
The rate constants for the binding interaction between thrombin and a fully active fragment of its anticoagulant cofactor, thrombomodulin, have been determined by surface plasmon resonance. At physiological ionic strength, the k(a) was 6.7x10(6) M(-1) s(-1 )and the dissociation rate constant was 0.033 s(-1). These extremely fast association and dissociation rates resulted in an overall binding equilibrium constant of 4.9 nM, which is similar to previously reported values. Changing the ionic strength from 100 mM to 250 mM NaCl caused a tenfold decrease in the association rate while the dissociation rate did not change significantly. A similar effect was observed with tetramethylammonium chloride. A Debye-Hückel plot of the data had a slope of -6 and an intercept at 0 ionic strength of 10(9) M(-1) s(-1). The same slope and intercept were obtained for data that was collected in the presence of glycerol to slow the association rates. These results show that the thrombin-TM456 interaction is extremely rapid and nearly completely electrostatically steered. An association model is presented in which TM456 approaches thrombin along the direction of the thrombin molecular dipole.
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Affiliation(s)
- A Baerga-Ortiz
- Department of Chemistry, University of California, San Diego, La Jolla, CA, 92093-0359, USA
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19
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Sapir T, Eisenstein M, Burgess HA, Horesh D, Cahana A, Aoki J, Hattori M, Arai H, Inoue K, Reiner O. Analysis of lissencephaly-causing LIS1 mutations. EUROPEAN JOURNAL OF BIOCHEMISTRY 1999; 266:1011-20. [PMID: 10583396 DOI: 10.1046/j.1432-1327.1999.00942.x] [Citation(s) in RCA: 26] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 11/20/2022]
Abstract
Mutations in the LIS1 gene may result in severe abnormalities of brain cortical layering known as lissencephaly. Most lissencephaly-causing LIS1 mutations are deletions that encompass the entire gene, therefore the mechanism of the disease is regarded as haploinsufficiency. So far, 13 different intragenic mutations have been reported: one point mutation, H149R; deletion of exon 9, which results in deleted acids Delta301-334; deletion of exon 4, which results in deleted amino acids Delta40-64; 10 mutations resulting in truncated proteins and one predicted to result in extra amino acids. We studied the consequences of the point mutation, deletion mutation and one of the reported truncations. In order to study LIS1 structure function, we introduced an additional point mutation and other truncations in different regions of the protein. The consequences of these mutations to protein folding were studied by gel filtration, sucrose density gradient centrifugation and measuring resistance to trypsin cleavage. On the basis of our results, we suggest that all truncation mutations and lissencephaly-causing point mutations or internal deletion result in a reduction in the amount of correctly folded LIS1 protein.
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Affiliation(s)
- T Sapir
- Department of Molecular Genetics, The Weizmann Institute of Science, Rehovot, Israel
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20
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Myszka DG, He X, Dembo M, Morton TA, Goldstein B. Extending the range of rate constants available from BIACORE: interpreting mass transport-influenced binding data. Biophys J 1998; 75:583-94. [PMID: 9675161 PMCID: PMC1299734 DOI: 10.1016/s0006-3495(98)77549-6] [Citation(s) in RCA: 256] [Impact Index Per Article: 9.8] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 02/08/2023] Open
Abstract
Surface-based binding assays are often influenced by the transport of analyte to the sensor surface. Using simulated data sets, we test a simple two-compartment model to see if its description of transport and binding is sufficient to accurately analyze BIACORE data. First we present a computer model that can generate realistic BIACORE data. This model calculates the laminar flow of analyte within the flow cell, its diffusion both perpendicular and parallel to the sensor surface, and the reversible chemical reaction between analyte and immobilized reactant. We use this computer model to generate binding data under a variety of conditions. An analysis of these data sets with the two-compartment model demonstrates that good estimates of the intrinsic reaction rate constants are recovered even when mass transport influences the binding reaction. We also discuss the conditions under which the two-compartment model can be used to determine the diffusion coefficient of the analyte. Our results illustrate that this model can significantly extend the range of association rate constants that can be accurately determined from BIACORE.
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Affiliation(s)
- D G Myszka
- Huntsman Cancer Institute, University of Utah, Salt Lake City, Utah 84112-5330 USA
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21
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Fishman HA, Greenwald DR, Zare RN. Biosensors in chemical separations. ANNUAL REVIEW OF BIOPHYSICS AND BIOMOLECULAR STRUCTURE 1998; 27:165-98. [PMID: 9646866 DOI: 10.1146/annurev.biophys.27.1.165] [Citation(s) in RCA: 37] [Impact Index Per Article: 1.4] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 11/09/2022]
Abstract
Identification of biomolecules in complex biological mixtures represents a major challenge in biomedical, environmental, and chemical research today. Chemical separations with traditional detection schemes such as absorption, fluorescence, refractive index, conductivity, and electrochemistry have been the standards for definitive identifications of many compounds. In many instances, however, the complexity of the biomixture exceeds the resolution capability of chemical separations. Biosensors based on molecular recognition can dramatically improve the selectivity of and provide biologically relevant information about the components. This review describes how coupling chemical separations with online biosensors solves challenging problems in sample analysis by identifying components that would not normally be detectable by either technique alone. This review also presents examples and principles of combining chemical separations with biosensor detection that uses living systems, whole cells, membrane receptors, enzymes, and immunosensors.
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Affiliation(s)
- H A Fishman
- Department of Chemistry, Stanford University, California 94305, USA.
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22
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Fanger GR, Widmann C, Porter AC, Sather S, Johnson GL, Vaillancourt RR. 14-3-3 proteins interact with specific MEK kinases. J Biol Chem 1998; 273:3476-83. [PMID: 9452471 DOI: 10.1074/jbc.273.6.3476] [Citation(s) in RCA: 123] [Impact Index Per Article: 4.7] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 02/06/2023] Open
Abstract
MEK (mitogen-activated protein kinase/extracellular signal-regulated kinase kinase) kinases (MEKKs) regulate c-Jun N-terminal kinase and extracellular response kinase pathways. The 14-3-3zeta and 14-3-3epsilon isoforms were isolated in a two-hybrid screen for proteins interacting with the N-terminal regulatory domain of MEKK3. 14-3-3 proteins bound both the N-terminal regulatory and C-terminal kinase domains of MEKK3. The binding affinity of 14-3-3 for the MEKK3 N terminus was 90 nM, demonstrating a high affinity interaction. 14-3-3 proteins also interacted with MEKK1 and MEKK2, but not MEKK4. Endogenous 14-3-3 protein and MEKK1 and MEKK2 were similarly distributed in the cell, consistent with their in vitro interactions. MEKK1 and 14-3-3 proteins colocalized using two-color digital confocal immunofluorescence. Binding of 14-3-3 proteins mapped to the N-terminal 393 residues of 196-kDa MEKK1. Unlike MEKK2 and MEKK3, the C-terminal kinase domain of MEKK1 demonstrated little or no ability to interact with 14-3-3 proteins. MEKK1, but not MEKK2, -3 or -4, is a caspase-3 substrate that when cleaved releases the kinase domain from the N-terminal regulatory domain. Functionally, caspase-3 cleavage of MEKK1 releases the kinase domain from the N-terminal 14-3-3-binding region, demonstrating that caspases can selectively alter protein kinase interactions with regulatory proteins. With regard to MEKK1, -2 and -3, 14-3-3 proteins do not appear to directly influence activity, but rather function as "scaffolds" for protein-protein interactions.
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Affiliation(s)
- G R Fanger
- Program in Molecular Signal Transduction, Division of Basic Sciences, National Jewish Medical and Research Center, Denver, Colorado 80206, USA
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23
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Sapir T, Elbaum M, Reiner O. Reduction of microtubule catastrophe events by LIS1, platelet-activating factor acetylhydrolase subunit. EMBO J 1997; 16:6977-84. [PMID: 9384577 PMCID: PMC1170301 DOI: 10.1093/emboj/16.23.6977] [Citation(s) in RCA: 245] [Impact Index Per Article: 9.1] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 02/05/2023] Open
Abstract
Forming the structure of the human brain involves extensive neuronal migration, a process dependent on cytoskeletal rearrangement. Neuronal migration is believed to be disrupted in patients exhibiting the developmental brain malformation lissencephaly. Previous studies have shown that LIS1, the defective gene found in patients with lissencephaly, is a subunit of the platelet-activating factor acetylhydrolase. Our results indicated that LIS1 has an additional function. By interacting with tubulin it suppresses microtubule dynamics. We detected LIS1 interaction with microtubules by immunostaining and co-assembly. LIS1-tubulin interactions were assayed by co-immunoprecipitation and by surface plasmon resonance changes. Microtubule dynamic measurements in vitro indicated that physiological concentrations of LIS1 indeed reduced microtubule catastrophe events, thereby resulting in a net increase in the maximum length of the microtubules. Furthermore, the LIS1 protein concentration in the brain, measured by quantitative Western blots, is high and is approximately one-fifth of the concentration of brain tubulin. Our new findings show that LIS1 is a protein exhibiting several cellular interactions, and the interaction with the cytoskeleton may prove to be the mode of transducing a signal generated by platelet-activating factor. We postulate that the LIS1-cytoskeletal interaction is important for neuronal migration, a process that is defective in lissencephaly patients.
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Affiliation(s)
- T Sapir
- Department of Molecular Genetics, Weizmann Institute of Science, Rehovot, Israel
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Knibiehler M, Goubin F, Escalas N, Jónsson ZO, Mazarguil H, Hübscher U, Ducommun B. Interaction studies between the p21Cip1/Waf1 cyclin-dependent kinase inhibitor and proliferating cell nuclear antigen (PCNA) by surface plasmon resonance. FEBS Lett 1996; 391:66-70. [PMID: 8706932 DOI: 10.1016/0014-5793(96)00702-8] [Citation(s) in RCA: 20] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 02/01/2023]
Abstract
The cyclin-dependent kinase (CDK) inhibitor p21Cip1 consists of two domains that interact with CDKs and proliferating cell nuclear antigen (PCNA), respectively. We have investigated the interaction between p21Cip1 and PCNA using surface plasmon resonance (SPR) technology and compared the results with those obtained from other sources such as the yeast two-hybrid system. Whilst other methods are only semi-quantitative, the SPR technique allowed us to determine the kinetic parameters of the interaction. The apparent equilibrium constant KD calculated for these kinetic parameters was 3.2 x 10(-7) M. We further demonstrate the use of SPR to study the interaction between mutant proteins and to determine their actual KD. The interaction between p21Cip1/PCNA is shown to be dependent upon the trimeric conformation of PCNA since a point mutant that abolishes PCNA-PCNA interaction also abolishes PCNA's interaction with p21Cip1. Finally, we demonstrate that SPR can be used to characterise the interaction of p21Cip1 and PCNA in the presence of short competitive peptides.
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Affiliation(s)
- M Knibiehler
- Institut de Pharmacologie et de Biologie Structurale, Université, P. Sabatier, Toulouse, France
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Doupnik CA, Dessauer CW, Slepak VZ, Gilman AG, Davidson N, Lester HA. Time resolved kinetics of direct G beta 1 gamma 2 interactions with the carboxyl terminus of Kir3.4 inward rectifier K+ channel subunits. Neuropharmacology 1996; 35:923-31. [PMID: 8938723 DOI: 10.1016/0028-3908(96)00125-6] [Citation(s) in RCA: 34] [Impact Index Per Article: 1.2] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 02/03/2023]
Abstract
The direct interaction of recombinant G beta 1 gamma 2 proteins with the carboxyl terminal domain of a G protein-gated inward rectifier K channel subunit, Kir3.4 (GIRK4), was measured in real time using biosensor chip technology. The carboxyl terminus of Kir3.4 (a.a. 186-419) was expressed in bacteria as a glutathione-S-transferase (GST) fusion protein, GST-Kir3. 4ct. GST-Kir3.4ct was immobilized to the surface of a biosensor chip by high affinity binding of the GST domain to a covalently attached anti-GST antibody. The association and dissociation rates of G beta 1 gamma 2 dimers with the immobilized Kir3.4ct domain were temporally resolved as a change in refractive index detected by surface plasmon resonance. Specific binding of G beta 1 gamma 2 dimers to Kir3.4ct was characterized by a dissociation rate (kd) of approximately 0.003 s-1. Association kinetics were dominated by a concentration-independent component (time constant approximately 50 s) which complicates models of binding and may indicate conformational changes during binding of G beta 1 gamma 2 to Kir3.4ct. The estimated equilibrium dissociation binding constant (Kd) was approximately 800 nM. These studies demonstrate that G beta gamma dimers interact directly with the Kir3.4 channel subunit, and suggest interesting details in the interaction with the major cytosolic carboxyl terminal domain. The slow G beta 1 gamma 2 dissociation rate measured on the sensor chip is similar in magnitude to a slow component of channel deactivation measured electrophysiologically in Xenopus oocytes expressing Kir3.1/3.4 multimeric channels and a G protein-coupled receptor. Biosensor-based experiments such as those described here will complement electrophysiological studies on the molecular basis of G protein interactions with Kir channels and other ion channel proteins.
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Affiliation(s)
- C A Doupnik
- Division of Biology, California Institute of Technology, Pasadena 91125, USA
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