1
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Yin Y, Zhao SL, Rane D, Lin Z, Wu M, Peterson BR. Quantification of Binding of Small Molecules to Native Proteins Overexpressed in Living Cells. J Am Chem Soc 2024; 146:187-200. [PMID: 38118119 PMCID: PMC10910633 DOI: 10.1021/jacs.3c07488] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/22/2023]
Abstract
The affinity and selectivity of small molecules for proteins drive drug discovery and development. We report a fluorescent probe cellular binding assay (FPCBA) for determination of these values for native (untagged) proteins overexpressed in living cells. This method uses fluorophores such as Pacific Blue (PB) linked to cell-permeable protein ligands to generate probes that rapidly and reversibly equilibrate with intracellular targets, as established by kinetic assays of cellular uptake and efflux. To analyze binding to untagged proteins, an internal ribosomal entry site (IRES) vector was employed that allows a single mRNA to encode both the protein target and a separate orthogonal fluorescent protein (mVenus). This enabled cellular uptake of the probe to be correlated with protein expression by flow cytometry, allowing measurement of cellular dissociation constants (Kd) of the probe. This approach was validated by studies of the binding of allosteric activators to eight different Protein Kinase C (PKC) isozymes. Full-length PKCs expressed in transiently transfected HEK293T cells were used to measure cellular Kd values of a probe comprising PB linked to the natural product phorbol via a carbamate. These values were further used to determine competitive binding constants (cellular Ki values) of the nonfluorescent phorbol ester PDBu and the anticancer agent bryostatin 1 for each isozyme. For some PKC-small molecule pairs, these cellular Ki values matched known biochemical Ki values, but for others, altered selectivity was observed in cells. This approach can facilitate quantification of interactions of small molecules with physiologically relevant native proteins.
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Affiliation(s)
- Yuwen Yin
- Division of Medicinal Chemistry and Pharmacognosy, The Ohio State University, College of Pharmacy, 500 W. 12 Ave., Columbus, OH 43210, USA
| | - Serena Li Zhao
- Division of Medicinal Chemistry and Pharmacognosy, The Ohio State University, College of Pharmacy, 500 W. 12 Ave., Columbus, OH 43210, USA
| | - Digamber Rane
- Division of Medicinal Chemistry and Pharmacognosy, The Ohio State University, College of Pharmacy, 500 W. 12 Ave., Columbus, OH 43210, USA
| | - Zhihong Lin
- The Ohio State University Comprehensive Cancer Center – Arthur G. James Cancer Hospital and Richard J. Solove Research Institute, 460 W. 10 Ave., Columbus, OH 43210, USA
| | - Meng Wu
- Division of Medicinal Chemistry and Pharmacognosy, The Ohio State University, College of Pharmacy, 500 W. 12 Ave., Columbus, OH 43210, USA
- The Ohio State University Comprehensive Cancer Center – Arthur G. James Cancer Hospital and Richard J. Solove Research Institute, 460 W. 10 Ave., Columbus, OH 43210, USA
| | - Blake R. Peterson
- Division of Medicinal Chemistry and Pharmacognosy, The Ohio State University, College of Pharmacy, 500 W. 12 Ave., Columbus, OH 43210, USA
- The Ohio State University Comprehensive Cancer Center – Arthur G. James Cancer Hospital and Richard J. Solove Research Institute, 460 W. 10 Ave., Columbus, OH 43210, USA
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2
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Wu K, Ho S, Wu C, Wang HD, Ma D, Leung C. Simultaneous blocking of the pan-RAF and S100B pathways as a synergistic therapeutic strategy against malignant melanoma. J Cell Mol Med 2021; 25:1972-1981. [PMID: 33377602 PMCID: PMC7882986 DOI: 10.1111/jcmm.15994] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/10/2020] [Revised: 09/14/2020] [Accepted: 09/29/2020] [Indexed: 12/15/2022] Open
Abstract
Melanoma is a very aggressive form of skin cancer. Although BRAF inhibitors have been utilized for melanoma therapy, advanced melanoma patients still face a low five-year survival rate. Recent studies have shown that CRAF can compensate for BRAF depletion via regulating DNA synthesis to remain melanoma proliferation. Hence, targeting CRAF either alone or in combination with other protein pathways is a potential avenue for melanoma therapy. Based on our previously reported CRAF-selective inhibitor for renal cancer therapy, we have herein discovered an analogue (complex 1) from the reported CRAF library suppresses melanoma cell proliferation and melanoma tumour growth in murine models of melanoma via blocking the S100B and RAF pathways. Intriguingly, we discovered that inhibiting BRAF together with S100B exerts a novel synergistic effect to significantly restore p53 transcription activity and inhibit melanoma cell proliferation, whereas blocking BRAF together with CRAF only had an additive effect. We envision that blocking the pan-RAF and S100B/p53 pathways might be a novel synergistic strategy for melanoma therapy and that complex 1 is a potential inhibitor against melanoma via blocking the pan-RAF and S100B pathways.
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Affiliation(s)
- Ke‐Jia Wu
- State Key Laboratory of Quality Research in Chinese MedicineInstitute of Chinese Medical SciencesUniversity of MacauMacao SARChina
| | - Shih‐Hsin Ho
- State Key Laboratory of Urban Water Resource and EnvironmentSchool of EnvironmentHarbin Institute of TechnologyHarbinChina
| | - Chun Wu
- Department of ChemistryHong Kong Baptist UniversityKowloon TongHong Kong
| | - Hui‐Min D. Wang
- Graduate Institute of Biomedical Engineering National Chung Hsing UniversityTaichungTaiwan
- Graduate Institute of MedicineCollege of MedicineKaohsiung Medical UniversityKaohsiungTaiwan
- Department of Medical Laboratory Science and BiotechnologyChina Medical UniversityTaichung CityTaiwan
| | - Dik‐Lung Ma
- Department of ChemistryHong Kong Baptist UniversityKowloon TongHong Kong
| | - Chung‐Hang Leung
- State Key Laboratory of Quality Research in Chinese MedicineInstitute of Chinese Medical SciencesUniversity of MacauMacao SARChina
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3
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Wu KJ, Ho SH, Dong JY, Fu L, Wang SP, Liu H, Wu C, Leung CH, Wang HMD, Ma DL. Aliphatic Group-Tethered Iridium Complex as a Theranostic Agent against Malignant Melanoma Metastasis. ACS APPLIED BIO MATERIALS 2020; 3:2017-2027. [DOI: 10.1021/acsabm.9b01156] [Citation(s) in RCA: 7] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/13/2022]
Affiliation(s)
- Ke-Jia Wu
- State Key Laboratory of Quality Research in Chinese Medicine, Institute of Chinese Medical Sciences, University of Macau, Taipa 999078, Macao SAR, China
| | - Shih-Hsin Ho
- State Key Laboratory of Urban Water Resource and Environment, School of Environment, Harbin Institute of Technology, Harbin 150090, China
| | - Jia-Yi Dong
- Joint Key Laboratory of the Ministry of Education, Institute of Applied Physics and Materials Engineering, University of Macau, Taipa 999078, Macao SAR, China
| | - Ling Fu
- Graduate Institute of Biomedical Engineering, National Chung Hsing University, Taichung 402, Taiwan
| | - Shuang-Peng Wang
- Joint Key Laboratory of the Ministry of Education, Institute of Applied Physics and Materials Engineering, University of Macau, Taipa 999078, Macao SAR, China
| | - Hao Liu
- Department of Chemistry, Hong Kong Baptist University, Kowloon Tong 999077, Hong Kong, China
| | - Chun Wu
- Department of Chemistry, Hong Kong Baptist University, Kowloon Tong 999077, Hong Kong, China
| | - Chung-Hang Leung
- State Key Laboratory of Quality Research in Chinese Medicine, Institute of Chinese Medical Sciences, University of Macau, Taipa 999078, Macao SAR, China
| | - Hui-Min David Wang
- Graduate Institute of Biomedical Engineering, National Chung Hsing University, Taichung 402, Taiwan
- Graduate Institute of Medicine, College of Medicine, Kaohsiung Medical University, Kaohsiung 807, Taiwan
- Department of Medical Laboratory Science and Biotechnology, China Medical University, Taichung City 404, Taiwan
| | - Dik-Lung Ma
- Department of Chemistry, Hong Kong Baptist University, Kowloon Tong 999077, Hong Kong, China
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4
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Shaw VS, Mohammadi M, Quinn JA, Vashisth H, Neubig RR. An Interhelical Salt Bridge Controls Flexibility and Inhibitor Potency for Regulators of G-protein Signaling Proteins 4, 8, and 19. Mol Pharmacol 2019; 96:683-691. [PMID: 31543506 DOI: 10.1124/mol.119.117176] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/08/2019] [Accepted: 09/14/2019] [Indexed: 12/13/2022] Open
Abstract
Regulators of G-protein signaling (RGS) proteins modulate receptor signaling by binding to activated G-protein α-subunits, accelerating GTP hydrolysis. Selective inhibition of RGS proteins increases G-protein activity and may provide unique tissue specificity. Thiadiazolidinones (TDZDs) are covalent inhibitors that act on cysteine residues to inhibit RGS4, RGS8, and RGS19. There is a correlation between protein flexibility and potency of inhibition by the TDZD 4-[(4- fluorophenyl)methyl]-2-(4-methylphenyl)-1,2,4-thiadiazolidine-3,5-dione (CCG-50014). In the context of a single conserved cysteine residue on the α 4 helix, RGS19 is the most flexible and most potently inhibited by CCG-50014, followed by RGS4 and RGS8. In this work, we identify residues responsible for differences in both flexibility and potency of inhibition among RGS isoforms. RGS19 lacks a charged residue on the α 4 helix that is present in RGS4 and RGS8. Introducing a negative charge at this position (L118D) increased the thermal stability of RGS19 and decreased the potency of inhibition of CCG-50014 by 8-fold. Mutations eliminating salt bridge formation in RGS8 and RGS4 decreased thermal stability in RGS8 and increased potency of inhibition of both RGS4 and RGS8 by 4- and 2-fold, respectively. Molecular dynamics simulations with an added salt bridge in RGS19 (L118D) showed reduced RGS19 flexibility. Hydrogen-deuterium exchange studies showed striking differences in flexibility in the α 4 helix of RGS4, 8, and 19 with salt bridge-modifying mutations. These results show that the α 4 salt bridge-forming residue controls flexibility in several RGS isoforms and supports a causal relationship between RGS flexibility and the potency of TDZD inhibitors. SIGNIFICANCE STATEMENT: Inhibitor potency is often viewed in relation to the static structure of a target protein binding pocket. Using both experimental and computation studies we assess determinants of dynamics and inhibitor potency for three different RGS proteins. A single salt bridge-forming residue determines differences in flexibility between RGS isoforms; mutations either increase or decrease protein motion with correlated alterations in inhibitor potency. This strongly suggests a causal relationship between RGS protein flexibility and covalent inhibitor potency.
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Affiliation(s)
- Vincent S Shaw
- Department of Pharmacology and Toxicology (V.S.S., J.A.Q., R.R.N.) and Nicholas V. Perricone, M.D., Division of Dermatology, Department of Medicine (R.R.N.), Michigan State University, East Lansing, Michigan; and Department of Chemical Engineering, University of New Hampshire, Durham, New Hampshire (M.M., H.V.)
| | - Mohammadjavad Mohammadi
- Department of Pharmacology and Toxicology (V.S.S., J.A.Q., R.R.N.) and Nicholas V. Perricone, M.D., Division of Dermatology, Department of Medicine (R.R.N.), Michigan State University, East Lansing, Michigan; and Department of Chemical Engineering, University of New Hampshire, Durham, New Hampshire (M.M., H.V.)
| | - Josiah A Quinn
- Department of Pharmacology and Toxicology (V.S.S., J.A.Q., R.R.N.) and Nicholas V. Perricone, M.D., Division of Dermatology, Department of Medicine (R.R.N.), Michigan State University, East Lansing, Michigan; and Department of Chemical Engineering, University of New Hampshire, Durham, New Hampshire (M.M., H.V.)
| | - Harish Vashisth
- Department of Pharmacology and Toxicology (V.S.S., J.A.Q., R.R.N.) and Nicholas V. Perricone, M.D., Division of Dermatology, Department of Medicine (R.R.N.), Michigan State University, East Lansing, Michigan; and Department of Chemical Engineering, University of New Hampshire, Durham, New Hampshire (M.M., H.V.)
| | - Richard R Neubig
- Department of Pharmacology and Toxicology (V.S.S., J.A.Q., R.R.N.) and Nicholas V. Perricone, M.D., Division of Dermatology, Department of Medicine (R.R.N.), Michigan State University, East Lansing, Michigan; and Department of Chemical Engineering, University of New Hampshire, Durham, New Hampshire (M.M., H.V.)
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5
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Du H, Hu X, Duan H, Yu L, Qu F, Huang Q, Zheng W, Xie H, Peng J, Tuo R, Yu D, Lin Y, Li W, Zheng Y, Fang X, Zou Y, Wang H, Wang M, Weiss PS, Yang Y, Wang C. Principles of Inter-Amino-Acid Recognition Revealed by Binding Energies between Homogeneous Oligopeptides. ACS CENTRAL SCIENCE 2019; 5:97-108. [PMID: 30693329 PMCID: PMC6346390 DOI: 10.1021/acscentsci.8b00723] [Citation(s) in RCA: 16] [Impact Index Per Article: 3.2] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Received: 10/07/2018] [Indexed: 05/27/2023]
Abstract
We have determined the interaction strengths of the common naturally occurring amino acids using a complete binding affinity matrix of 20 × 20 pairs of homo-octapeptides consisting of the 20 common amino acids between stationary and mobile states. We used a bead-based fluorescence assay for these measurements. The results provide a basis for analyzing specificity, polymorphisms, and selectivity of inter-amino-acid interactions. Comparative analyses of the binding energies, i.e., the free energies of association (ΔG A), reveal contributions assignable to both main-chain-related and side-chain-related interactions originating from the chemical structures of these 20 common amino acids. Side-chain-side-chain and side-chain-main-chain interactions are found to be pronounced in an identified set of amino acid pairs that determine the basis of inter-amino-acid recognition.
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Affiliation(s)
- Huiwen Du
- Key
Laboratory for Biomedical Effects of Nanomaterials and Nanosafety
(Chinese Academy of Sciences), and Key Laboratory of Standardization
and Measurement for Nanotechnology (Chinese Academy of Sciences), National Center for Nanoscience and Technology, Beijing 100190, P. R. China
- University
of Chinese Academy of Sciences, Beijing 100049, P. R.
China
| | - Xiaoyu Hu
- College
of Mathematical Sciences, University of
Chinese Academy of Sciences, Beijing 100049, P. R. China
| | - Hongyang Duan
- Key
Laboratory for Biomedical Effects of Nanomaterials and Nanosafety
(Chinese Academy of Sciences), and Key Laboratory of Standardization
and Measurement for Nanotechnology (Chinese Academy of Sciences), National Center for Nanoscience and Technology, Beijing 100190, P. R. China
- University
of Chinese Academy of Sciences, Beijing 100049, P. R.
China
| | - Lanlan Yu
- Key
Laboratory for Biomedical Effects of Nanomaterials and Nanosafety
(Chinese Academy of Sciences), and Key Laboratory of Standardization
and Measurement for Nanotechnology (Chinese Academy of Sciences), National Center for Nanoscience and Technology, Beijing 100190, P. R. China
- University
of Chinese Academy of Sciences, Beijing 100049, P. R.
China
| | - Fuyang Qu
- Key
Laboratory for Biomedical Effects of Nanomaterials and Nanosafety
(Chinese Academy of Sciences), and Key Laboratory of Standardization
and Measurement for Nanotechnology (Chinese Academy of Sciences), National Center for Nanoscience and Technology, Beijing 100190, P. R. China
- University
of Chinese Academy of Sciences, Beijing 100049, P. R.
China
| | - Qunxing Huang
- Key
Laboratory for Biomedical Effects of Nanomaterials and Nanosafety
(Chinese Academy of Sciences), and Key Laboratory of Standardization
and Measurement for Nanotechnology (Chinese Academy of Sciences), National Center for Nanoscience and Technology, Beijing 100190, P. R. China
- University
of Chinese Academy of Sciences, Beijing 100049, P. R.
China
| | - Wangshu Zheng
- Key
Laboratory for Biomedical Effects of Nanomaterials and Nanosafety
(Chinese Academy of Sciences), and Key Laboratory of Standardization
and Measurement for Nanotechnology (Chinese Academy of Sciences), National Center for Nanoscience and Technology, Beijing 100190, P. R. China
- University
of Chinese Academy of Sciences, Beijing 100049, P. R.
China
| | - Hanyi Xie
- Key
Laboratory for Biomedical Effects of Nanomaterials and Nanosafety
(Chinese Academy of Sciences), and Key Laboratory of Standardization
and Measurement for Nanotechnology (Chinese Academy of Sciences), National Center for Nanoscience and Technology, Beijing 100190, P. R. China
- University
of Chinese Academy of Sciences, Beijing 100049, P. R.
China
| | - Jiaxi Peng
- Key
Laboratory for Biomedical Effects of Nanomaterials and Nanosafety
(Chinese Academy of Sciences), and Key Laboratory of Standardization
and Measurement for Nanotechnology (Chinese Academy of Sciences), National Center for Nanoscience and Technology, Beijing 100190, P. R. China
- University
of Chinese Academy of Sciences, Beijing 100049, P. R.
China
| | - Rui Tuo
- Academy
of Mathematics and Systems Science, Chinese
Academy of Sciences, Beijing 100190, P. R. China
| | - Dan Yu
- Academy
of Mathematics and Systems Science, Chinese
Academy of Sciences, Beijing 100190, P. R. China
| | - Yuchen Lin
- Key
Laboratory for Biomedical Effects of Nanomaterials and Nanosafety
(Chinese Academy of Sciences), and Key Laboratory of Standardization
and Measurement for Nanotechnology (Chinese Academy of Sciences), National Center for Nanoscience and Technology, Beijing 100190, P. R. China
- University
of Chinese Academy of Sciences, Beijing 100049, P. R.
China
| | - Wenzhe Li
- Key
Laboratory for Biomedical Effects of Nanomaterials and Nanosafety
(Chinese Academy of Sciences), and Key Laboratory of Standardization
and Measurement for Nanotechnology (Chinese Academy of Sciences), National Center for Nanoscience and Technology, Beijing 100190, P. R. China
- University
of Chinese Academy of Sciences, Beijing 100049, P. R.
China
| | - Yongfang Zheng
- Key
Laboratory for Biomedical Effects of Nanomaterials and Nanosafety
(Chinese Academy of Sciences), and Key Laboratory of Standardization
and Measurement for Nanotechnology (Chinese Academy of Sciences), National Center for Nanoscience and Technology, Beijing 100190, P. R. China
- University
of Chinese Academy of Sciences, Beijing 100049, P. R.
China
| | - Xiaocui Fang
- Key
Laboratory for Biomedical Effects of Nanomaterials and Nanosafety
(Chinese Academy of Sciences), and Key Laboratory of Standardization
and Measurement for Nanotechnology (Chinese Academy of Sciences), National Center for Nanoscience and Technology, Beijing 100190, P. R. China
- University
of Chinese Academy of Sciences, Beijing 100049, P. R.
China
| | - Yimin Zou
- Key
Laboratory for Biomedical Effects of Nanomaterials and Nanosafety
(Chinese Academy of Sciences), and Key Laboratory of Standardization
and Measurement for Nanotechnology (Chinese Academy of Sciences), National Center for Nanoscience and Technology, Beijing 100190, P. R. China
- University
of Chinese Academy of Sciences, Beijing 100049, P. R.
China
| | - Huayi Wang
- Key
Laboratory for Biomedical Effects of Nanomaterials and Nanosafety
(Chinese Academy of Sciences), and Key Laboratory of Standardization
and Measurement for Nanotechnology (Chinese Academy of Sciences), National Center for Nanoscience and Technology, Beijing 100190, P. R. China
- University
of Chinese Academy of Sciences, Beijing 100049, P. R.
China
| | - Mengting Wang
- Key
Laboratory for Biomedical Effects of Nanomaterials and Nanosafety
(Chinese Academy of Sciences), and Key Laboratory of Standardization
and Measurement for Nanotechnology (Chinese Academy of Sciences), National Center for Nanoscience and Technology, Beijing 100190, P. R. China
- University
of Chinese Academy of Sciences, Beijing 100049, P. R.
China
| | - Paul S. Weiss
- California
NanoSystems Institute, Department of Chemistry and Biochemistry, and
Department of Materials Science and Engineering, University of California, Los Angeles, Los Angeles, California 90095-7227, United States
| | - Yanlian Yang
- Key
Laboratory for Biomedical Effects of Nanomaterials and Nanosafety
(Chinese Academy of Sciences), and Key Laboratory of Standardization
and Measurement for Nanotechnology (Chinese Academy of Sciences), National Center for Nanoscience and Technology, Beijing 100190, P. R. China
- University
of Chinese Academy of Sciences, Beijing 100049, P. R.
China
| | - Chen Wang
- Key
Laboratory for Biomedical Effects of Nanomaterials and Nanosafety
(Chinese Academy of Sciences), and Key Laboratory of Standardization
and Measurement for Nanotechnology (Chinese Academy of Sciences), National Center for Nanoscience and Technology, Beijing 100190, P. R. China
- CAS
Center for Excellence in Brain Science, Chinese Academy of Sciences, Beijing 100101, P. R. China
- University
of Chinese Academy of Sciences, Beijing 100049, P. R.
China
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6
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Mohammadi M, Mohammadiarani H, Shaw VS, Neubig RR, Vashisth H. Interplay of cysteine exposure and global protein dynamics in small-molecule recognition by a regulator of G-protein signaling protein. Proteins 2018; 87:146-156. [PMID: 30521141 DOI: 10.1002/prot.25642] [Citation(s) in RCA: 11] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/09/2018] [Revised: 11/07/2018] [Accepted: 11/29/2018] [Indexed: 02/06/2023]
Abstract
Regulator of G protein signaling (RGS) proteins play a pivotal role in regulation of G protein-coupled receptor (GPCR) signaling and are therefore becoming an increasingly important therapeutic target. Recently discovered thiadiazolidinone (TDZD) compounds that target cysteine residues have shown different levels of specificities and potencies for the RGS4 protein, thereby suggesting intrinsic differences in dynamics of this protein upon binding of these compounds. In this work, we investigated using atomistic molecular dynamics (MD) simulations the effect of binding of several small-molecule inhibitors on perturbations and dynamical motions in RGS4. Specifically, we studied two conformational models of RGS4 in which a buried cysteine residue is solvent-exposed due to side-chain motions or due to flexibility in neighboring helices. We found that TDZD compounds with aromatic functional groups perturb the RGS4 structure more than compounds with aliphatic functional groups. Moreover, small-molecules with aromatic functional groups but lacking sulfur atoms only transiently reside within the protein and spontaneously dissociate to the solvent. We further measured inhibitory effects of TDZD compounds using a protein-protein interaction assay on a single-cysteine RGS4 protein showing trends in potencies of compounds consistent with our simulation studies. Thermodynamic analyses of RGS4 conformations in the apo-state and on binding to TDZD compounds revealed links between both conformational models of RGS4. The exposure of cysteine side-chains appears to facilitate initial binding of TDZD compounds followed by migration of the compound into a bundle of four helices, thereby causing allosteric perturbations in the RGS/Gα protein-protein interface.
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Affiliation(s)
| | | | - Vincent S Shaw
- Department of Pharmacology and Toxicology, Michigan State University, East Lansing, Michigan
| | - Richard R Neubig
- Department of Pharmacology and Toxicology, Michigan State University, East Lansing, Michigan
| | - Harish Vashisth
- Department of Chemical Engineering, University of New Hampshire, Durham, New Hampshire
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7
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Dissecting the telomere-inner nuclear membrane interface formed in meiosis. Nat Struct Mol Biol 2017; 24:1064-1072. [PMID: 29083414 PMCID: PMC5755706 DOI: 10.1038/nsmb.3493] [Citation(s) in RCA: 24] [Impact Index Per Article: 3.4] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/07/2017] [Accepted: 09/22/2017] [Indexed: 12/12/2022]
Abstract
Tethering telomeres to the inner nuclear membrane (INM) allows for homologous chromosome pairing during meiosis. A meiosis-specific protein TERB1 binds the telomeric protein TRF1 to establish telomere-INM connectivity and is essential for mouse fertility. Here we solve the structure of the human TRF1-TERB1 interface to reveal the structural basis for telomere-INM linkage. Disruption of this interface abrogates binding and compromises telomere-INM attachment in mice. An embedded CDK-phosphorylation site within the TRF1-binding region of TERB1 provides a mechanism for cap exchange, a late-pachytene phenomenon involving the dissociation of the TRF1-TERB1 complex. Indeed, further strengthening this interaction interferes with cap exchange. Finally, our biochemical analysis implicates distinct complexes for telomere-INM tethering and chromosome end protection during meiosis. Our studies unravel the structure, stoichiometry, and physiological implications underlying telomere-INM tethering, thereby providing unprecedented insights into the unique function of telomeres in meiosis.
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8
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Li H, Watson A, Olechwier A, Anaya M, Sorooshyari SK, Harnett DP, Lee HKP, Vielmetter J, Fares MA, Garcia KC, Özkan E, Labrador JP, Zinn K. Deconstruction of the beaten Path-Sidestep interaction network provides insights into neuromuscular system development. eLife 2017; 6:28111. [PMID: 28829740 PMCID: PMC5578738 DOI: 10.7554/elife.28111] [Citation(s) in RCA: 30] [Impact Index Per Article: 4.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/27/2017] [Accepted: 07/28/2017] [Indexed: 12/16/2022] Open
Abstract
An ‘interactome’ screen of all Drosophila cell-surface and secreted proteins containing immunoglobulin superfamily (IgSF) domains discovered a network formed by paralogs of Beaten Path (Beat) and Sidestep (Side), a ligand-receptor pair that is central to motor axon guidance. Here we describe a new method for interactome screening, the Bio-Plex Interactome Assay (BPIA), which allows identification of many interactions in a single sample. Using the BPIA, we ‘deorphanized’ four more members of the Beat-Side network. We confirmed interactions using surface plasmon resonance. The expression patterns of beat and side genes suggest that Beats are neuronal receptors for Sides expressed on peripheral tissues. side-VI is expressed in muscle fibers targeted by the ISNb nerve, as well as at growth cone choice points and synaptic targets for the ISN and TN nerves. beat-V genes, encoding Side-VI receptors, are expressed in ISNb and ISN motor neurons. Within every organ of the body, cells must be able to recognise and communicate with one another in order to work together to perform a particular role. Each cell has a specific protein on its surface that acts like a molecular identity card, and which can form weak bonds with a complementary protein on another cell. There are thousands of different cell surface proteins, and the interactions between them – known collectively as the interactome – dictate the how cells interact with one another. Many cell surface proteins are similar across species. Humans and fruit flies, for example, both possess a family of cell surface proteins that contain a region called the Immunoglobulin Superfamily domain. This family can be further divided into subfamilies, two of which are known as “Beats” and “Sides” for short. As the nervous system develops, nerve cells carrying a particular Beat protein interact with nerve or muscle cells carrying a corresponding Side protein. Yet while experiments have matched up many Beats and Sides, the partners of others remain unknown. Li et al. have now developed a new technique called the Bio-Plex Interactome Assay to rapidly screen for interactions between multiple cell surface proteins in a single sample. Applying the technique to cells from fruit flies revealed new binding partners within the Beats and the Sides. After verifying several of these interactions, Li et al. explored the role of various Beats and Sides in the developing nervous system of fruit fly embryos by mapping the cells that display them on their surfaces. This increased knowledge of the Beat-Side binding network should provide further insights into how connections form between nerve cells. The new screening technique could also eventually be used to map the cell surface protein interactome in humans. A number of key drugs, including the breast cancer drug Herceptin, target cell surface proteins. Identifying interactions among cell surface proteins could thus provide additional leads for developing new therapies.
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Affiliation(s)
- Hanqing Li
- Division of Biology and Biological Engineering, California Institute of Technology, Pasadena, United States
| | - Ash Watson
- Smurfit Institute of Genetics, Trinity College Dublin, Dublin, Ireland.,Institute of Neuroscience, Trinity College Dublin, University of Dublin, Dublin, Ireland
| | - Agnieszka Olechwier
- Department of Biochemistry and Molecular Biology, University of Chicago, Chicago, United States
| | - Michael Anaya
- Division of Biology and Biological Engineering, California Institute of Technology, Pasadena, United States
| | | | - Dermott P Harnett
- Smurfit Institute of Genetics, Trinity College Dublin, Dublin, Ireland.,Institute of Neuroscience, Trinity College Dublin, University of Dublin, Dublin, Ireland
| | - Hyung-Kook Peter Lee
- Division of Biology and Biological Engineering, California Institute of Technology, Pasadena, United States
| | - Jost Vielmetter
- Division of Biology and Biological Engineering, California Institute of Technology, Pasadena, United States
| | - Mario A Fares
- Smurfit Institute of Genetics, Trinity College Dublin, Dublin, Ireland.,Department of Abiotic Stress, Group of Integrative and Systems Biology, Instituto de Biología Molecular y Celular de Plantas (CSIC-Universidad Politécnica de Valencia), Valencia, Spain
| | - K Christopher Garcia
- Department of Molecular and Cellular Physiology, Howard Hughes Medical Institute, Stanford University School of Medicine, Stanford, United States.,Department of Structural Biology, Howard Hughes Medical Institute, Stanford University School of Medicine, Stanford, United States
| | - Engin Özkan
- Department of Biochemistry and Molecular Biology, University of Chicago, Chicago, United States
| | - Juan-Pablo Labrador
- Smurfit Institute of Genetics, Trinity College Dublin, Dublin, Ireland.,Institute of Neuroscience, Trinity College Dublin, University of Dublin, Dublin, Ireland
| | - Kai Zinn
- Division of Biology and Biological Engineering, California Institute of Technology, Pasadena, United States
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9
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Chakravarty S, Essel F, Lin T, Zeigler S. Histone Peptide Recognition by KDM5B-PHD1: A Case Study. Biochemistry 2015; 54:5766-80. [PMID: 26266342 DOI: 10.1021/acs.biochem.5b00617] [Citation(s) in RCA: 9] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/16/2023]
Abstract
A detailed understanding of the energetic contributions to histone peptide recognition would be valuable for a better understanding of chromatin anchoring mechanisms and histone diagnostic design. Here, we probed the energetic contributions to recognize the same unmodified histone H3 by three different plant homeodomain (PHD) H3K4me0 readers: hKDM5B-PHD1 (first PHD finger of hKDM5B), hBAZ2A-PHD, and hAIRE-PHD1. The energetic contributions of residues differ significantly from one complex to the next. For example, H3K4A substitution completely aborts the formation of the hAIRE-histone peptide complex, while it has only a small destabilizing effect on binding of the other readers, even though H3K4 methylation disrupts all three complexes. Packing density suggests that methylation of more tightly packed Lys/Arg residues can disrupt binding, even if the energetic contribution is small. The binding behavior of hKDM5B-PHD1 and hBAZ2A-PHD is similar, and like PHD H3R2 readers, both possess a pair of Asp residues in the treble clef for interaction with H3R2. PHD subtype sequences, especially the tandem PHD-PHD fingers, show enrichment in the treble clef Asp residues, suggesting that it is a subtype-specific property. These Asp residues make significant energetic contributions to the formation of the hKDM5B-histone peptide complex, suggesting that there are interactions in addition to those reported in the recent NMR structure. However, the presence of the treble clef Asp in PHD sequences may not always be sufficient for histone peptide binding. This study showcases reader-histone peptide interactions in the context of residue conservation, energetic contributions, interfacial packing, and sequence-based reader subtype predictability.
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Affiliation(s)
- Suvobrata Chakravarty
- Department of Chemistry & Biochemistry, South Dakota State University , Box-2202, SAV367, Brookings, South Dakota 57007, United States
| | - Francisca Essel
- Department of Chemistry & Biochemistry, South Dakota State University , Box-2202, SAV367, Brookings, South Dakota 57007, United States
| | - Tao Lin
- Department of Chemistry & Biochemistry, South Dakota State University , Box-2202, SAV367, Brookings, South Dakota 57007, United States
| | - Stad Zeigler
- Department of Chemistry & Biochemistry, South Dakota State University , Box-2202, SAV367, Brookings, South Dakota 57007, United States
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10
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Edwards BS, Sklar LA. Flow Cytometry: Impact on Early Drug Discovery. JOURNAL OF BIOMOLECULAR SCREENING 2015; 20:689-707. [PMID: 25805180 PMCID: PMC4606936 DOI: 10.1177/1087057115578273] [Citation(s) in RCA: 41] [Impact Index Per Article: 4.6] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 12/15/2014] [Accepted: 02/27/2015] [Indexed: 12/15/2022]
Abstract
Modern flow cytometers can make optical measurements of 10 or more parameters per cell at tens of thousands of cells per second and more than five orders of magnitude dynamic range. Although flow cytometry is used in most drug discovery stages, "sip-and-spit" sampling technology has restricted it to low-sample-throughput applications. The advent of HyperCyt sampling technology has recently made possible primary screening applications in which tens of thousands of compounds are analyzed per day. Target-multiplexing methodologies in combination with extended multiparameter analyses enable profiling of lead candidates early in the discovery process, when the greatest numbers of candidates are available for evaluation. The ability to sample small volumes with negligible waste reduces reagent costs, compound usage, and consumption of cells. Improved compound library formatting strategies can further extend primary screening opportunities when samples are scarce. Dozens of targets have been screened in 384- and 1536-well assay formats, predominantly in academic screening lab settings. In concert with commercial platform evolution and trending drug discovery strategies, HyperCyt-based systems are now finding their way into mainstream screening labs. Recent advances in flow-based imaging, mass spectrometry, and parallel sample processing promise dramatically expanded single-cell profiling capabilities to bolster systems-level approaches to drug discovery.
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Affiliation(s)
- Bruce S Edwards
- Center for Molecular Discovery, Innovation Discovery and Training Center, Health Sciences Center, University of New Mexico, Albuquerque, NM, USA
| | - Larry A Sklar
- Center for Molecular Discovery, Innovation Discovery and Training Center, Health Sciences Center, University of New Mexico, Albuquerque, NM, USA
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11
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Byrum JN, Zhao S, Rahman NS, Gwyn LM, Rodgers W, Rodgers KK. An interdomain boundary in RAG1 facilitates cooperative binding to RAG2 in formation of the V(D)J recombinase complex. Protein Sci 2015; 24:861-73. [PMID: 25676158 DOI: 10.1002/pro.2660] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/28/2014] [Revised: 01/30/2015] [Accepted: 02/03/2015] [Indexed: 11/09/2022]
Abstract
V(D)J recombination assembles functional antigen receptor genes during lymphocyte development. Formation of the recombination complex containing the recombination activating proteins, RAG1 and RAG2, is essential for the site-specific DNA cleavage steps in V(D)J recombination. However, little is known concerning how complex formation leads to a catalytically-active complex. Here, we combined limited proteolysis and mass spectrometry methods to identify regions of RAG1 that are sequestered upon association with RAG2. These results show that RAG2 bridges an interdomain boundary in the catalytic region of RAG1. In a second approach, mutation of RAG1 residues within the interdomain boundary were tested for disruption of RAG1:RAG2 complex formation using fluorescence-based pull down assays. The core RAG1 mutants demonstrated varying effects on complex formation with RAG2. Interestingly, two mutants showed opposing results for the ability to interact with core versus full length RAG2, indicating that the non-core region of RAG2 participates in binding to core RAG1. Significantly, all of the RAG1 interdomain mutants demonstrated altered stoichiometries of the RAG complexes, with an increased number of RAG2 per RAG1 subunit compared to the wild type complex. Based on our results, we propose that interaction of RAG2 with RAG1 induces cooperative interactions of multiple binding sites, induced through conformational changes at the RAG1 interdomain boundary, and resulting in formation of the DNA cleavage active site.
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Affiliation(s)
- Jennifer N Byrum
- Department of Biochemistry and Molecular Biology, The University of Oklahoma Health Sciences Center, Oklahoma City, Oklahoma, 73190
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12
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Improvement of the fluorescence intensity during a flow cytometric analysis for rice protoplasts by localization of a green fluorescent protein into chloroplasts. Int J Mol Sci 2014; 16:788-804. [PMID: 25561231 PMCID: PMC4307275 DOI: 10.3390/ijms16010788] [Citation(s) in RCA: 8] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/29/2014] [Accepted: 12/22/2014] [Indexed: 12/21/2022] Open
Abstract
Protoplasts have been a useful unicellular system for various molecular biological analyses based on transient expression and single cell analysis using fluorescence-activated cell sorting (FACS), widely used as a powerful method in functional genomics. Despite the versatility of these methods, some limits based on low fluorescence intensity of a flow cytometric analysis (FCA) using protoplasts have been reported. In this study, the chloroplast targeting of fluorescent proteins (FPs) led to an eight-fold increase in fluorescence intensity and a 4.5-fold increase of transfection ratio from 14.7% to 65.7% as compared with their targeting into the cytoplasm. Moreover, the plot data of FCA shows that 83.3% of the K-sGFP population is under the threshold level, regarded as a non-transgenic population with background signals, while 65.7% of the K-sGFP population is spread on overall intervals. To investigate the reason underlying this finding, mRNA/protein levels and transfection efficiency were analyzed, and results suggest that mRNA/protein levels and transfection ratio are not much different between K-sGFP and KR-sGFP. From those results, we hypothesized that the difference of fluorescence intensity is not only derived from cellular events such as molecular level or transfection efficiency. Taken together, we suggest that the translocation of FPs into chloroplasts contributes to the improvement of fluorescence intensity in FCA and, apparently, plays an important role in minimizing the loss of the transfected population. Our study could be usefully applicable for highly sensitive FACS and FCA-investigations of green tissue.
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13
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Vashisth H, Storaska AJ, Neubig RR, Brooks CL. Conformational dynamics of a regulator of G-protein signaling protein reveals a mechanism of allosteric inhibition by a small molecule. ACS Chem Biol 2013; 8:2778-84. [PMID: 24093330 DOI: 10.1021/cb400568g] [Citation(s) in RCA: 30] [Impact Index Per Article: 2.7] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/08/2023]
Abstract
Regulators of G protein signaling (RGS) proteins are key players in regulating signaling via G protein-coupled receptors. RGS proteins directly bind to the Gα-subunits of activated heterotrimeric G-proteins, and accelerate the rate of GTP hydrolysis, thereby rapidly deactivating G-proteins. Using atomistic simulations and NMR spectroscopy, we have studied in molecular detail the mechanism of action of CCG-50014, a potent small molecule inhibitor of RGS4 that covalently binds to cysteine residues on RGS4. We apply temperature-accelerated molecular dynamics (TAMD) to carry out enhanced conformational sampling of apo RGS4 structures, and consistently find that the α5-α6 helix pair of RGS4 can spontaneously span open-like conformations, allowing binding of CCG-50014 to the buried side-chain of Cys95. Both NMR experiments and MD simulations reveal chemical shift perturbations in residues in the vicinity of inhibitor binding site as well as in the RGS4-Gα binding interface. Consistent with a loss of G-protein binding, GAP activity, and allosteric mechanism of action of CCG-50014, our simulations of the RGS4-Gα complex in the presence of inhibitor suggest a relatively unstable protein-protein interaction. These results have potential implications for understanding how the conformational dynamics among RGS proteins may play a key role in the sensitivity of inhibitors.
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Affiliation(s)
- Harish Vashisth
- Department
of Chemical Engineering, University of New Hampshire, Durham, New Hampshire 03824, United States of America
| | - Andrew J. Storaska
- Department
of Pharmacology, University of Michigan, Ann Arbor, Michigan 48109, United States of America
| | - Richard R. Neubig
- Department
of Pharmacology and Toxicology, Michigan State University, East Lansing, Michigan 48824, United States of America
| | - Charles L. Brooks
- Department
of Chemistry and Biophysics Program, University of Michigan, Ann Arbor, Michigan 48109, United States of America
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14
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Rauch JN, Gestwicki JE. Binding of human nucleotide exchange factors to heat shock protein 70 (Hsp70) generates functionally distinct complexes in vitro. J Biol Chem 2013; 289:1402-14. [PMID: 24318877 DOI: 10.1074/jbc.m113.521997] [Citation(s) in RCA: 114] [Impact Index Per Article: 10.4] [Reference Citation Analysis] [Abstract] [Key Words] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/12/2023] Open
Abstract
Proteins with Bcl2-associated anthanogene (BAG) domains act as nucleotide exchange factors (NEFs) for the molecular chaperone heat shock protein 70 (Hsp70). There are six BAG family NEFs in humans, and each is thought to link Hsp70 to a distinct cellular pathway. However, little is known about how the NEFs compete for binding to Hsp70 or how they might differentially shape its biochemical activities. Toward these questions, we measured the binding of human Hsp72 (HSPA1A) to BAG1, BAG2, BAG3, and the unrelated NEF Hsp105. These studies revealed a clear hierarchy of affinities: BAG3 > BAG1 > Hsp105 ≫ BAG2. All of the NEFs competed for binding to Hsp70, and their relative affinity values predicted their potency in nucleotide and peptide release assays. Finally, we combined the Hsp70-NEF pairs with cochaperones of the J protein family (DnaJA1, DnaJA2, DnaJB1, and DnaJB4) to generate 16 permutations. The activity of the combinations in ATPase and luciferase refolding assays were dependent on the identity and stoichiometry of both the J protein and NEF so that some combinations were potent chaperones, whereas others were inactive. Given the number and diversity of cochaperones in mammals, it is likely that combinatorial assembly could generate a large number of distinct permutations.
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Affiliation(s)
- Jennifer N Rauch
- From the Departments of Biochemistry and Pathology and the Life Sciences Institute, University of Michigan, Ann Arbor, Michigan 48109 and
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15
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Rauch JN, Nie J, Buchholz TJ, Gestwicki JE, Kennedy RT. Development of a capillary electrophoresis platform for identifying inhibitors of protein-protein interactions. Anal Chem 2013; 85:9824-31. [PMID: 24060167 DOI: 10.1021/ac4023082] [Citation(s) in RCA: 25] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/26/2022]
Abstract
Methods for identifying chemical inhibitors of protein-protein interactions (PPIs) are often prone to discovery of false positives, particularly those caused by molecules that induce protein aggregation. Thus, there is interest in developing new platforms that might allow earlier identification of these problematic compounds. Capillary electrophoresis (CE) has been evaluated as a method to screen for PPI inhibitors using the challenging system of Hsp70 interacting with its co-chaperone Bag3. In the method, Hsp70 is labeled with a fluorophore, mixed with Bag3, and the resulting bound and free Hsp70 are separated and detected by CE with laser-induced fluorescence detection. The method used a chemically modified CE capillary to prevent protein adsorption. Inhibitors of the Hsp70-Bag3 interaction were detected by observing a reduction in the bound-to-free ratio. The method was used to screen a library of 3443 compounds, and the results were compared to those from a flow cytometry protein interaction assay. CE was found to produce a lower hit rate with more compounds that were reconfirmed in subsequent testing, suggesting greater specificity. This finding was attributed to the use of electropherograms to detect artifacts such as aggregators and to differences in protein modifications required to perform the different assays. Increases in throughput are required to make the CE method suitable for primary screens, but at the current stage of development it is attractive as a secondary screen to test hits found by higher-throughput methods.
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Affiliation(s)
- Jennifer N Rauch
- Department of Biological Chemistry, ‡Department of Chemistry, and the§ Life Sciences Institute, University of Michigan , Ann Arbor, Michigan 48109, United States
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16
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Storaska AJ, Mei JP, Wu M, Li M, Wade SM, Blazer LL, Sjögren B, Hopkins CR, Lindsley CW, Lin Z, Babcock JJ, McManus OB, Neubig RR. Reversible inhibitors of regulators of G-protein signaling identified in a high-throughput cell-based calcium signaling assay. Cell Signal 2013; 25:2848-55. [PMID: 24041654 DOI: 10.1016/j.cellsig.2013.09.007] [Citation(s) in RCA: 19] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/20/2013] [Accepted: 09/06/2013] [Indexed: 11/30/2022]
Abstract
Regulator of G-protein signaling (RGS) proteins potently suppress G-protein coupled receptor (GPCR) signal transduction by accelerating GTP hydrolysis on activated heterotrimeric G-protein α subunits. RGS4 is enriched in the CNS and is proposed as a therapeutic target for treatment of neuropathological states including epilepsy and Parkinson's disease. Therefore, identification of novel RGS4 inhibitors is of interest. An HEK293-FlpIn cell-line stably expressing M3-muscarinic receptor with doxycycline-regulated RGS4 expression was employed to identify compounds that inhibit RGS4-mediated suppression of M3-muscarinic receptor signaling. Over 300,000 compounds were screened for an ability to enhance Gαq-mediated calcium signaling in the presence of RGS4. Compounds that modulated the calcium response in a counter-screen in the absence of RGS4 were not pursued. Of the 1365 RGS4-dependent primary screen hits, thirteen compounds directly target the RGS-G-protein interaction in purified systems. All thirteen compounds lose activity against an RGS4 mutant lacking cysteines, indicating that covalent modification of free thiol groups on RGS4 is a common mechanism. Four compounds produce >85% inhibition of RGS4-G-protein binding at 100μM, yet are >50% reversible within a ten-minute time frame. The four reversible compounds significantly alter the thermal melting temperature of RGS4, but not G-protein, indicating that inhibition is occurring through interaction with the RGS protein. The HEK cell-line employed for this study provides a powerful tool for efficiently identifying RGS-specific modulators within the context of a GPCR signaling pathway. As a result, several new reversible, cell-active RGS4 inhibitors have been identified for use in future biological studies.
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Affiliation(s)
- Andrew J Storaska
- Department of Pharmacology, University of Michigan, Ann Arbor, MI 48109, USA
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17
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Nishikori S, Hattori T, Fuchs SM, Yasui N, Wojcik J, Koide A, Strahl BD, Koide S. Broad ranges of affinity and specificity of anti-histone antibodies revealed by a quantitative peptide immunoprecipitation assay. J Mol Biol 2012; 424:391-9. [PMID: 23041298 DOI: 10.1016/j.jmb.2012.09.022] [Citation(s) in RCA: 59] [Impact Index Per Article: 4.9] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/26/2012] [Revised: 09/10/2012] [Accepted: 09/26/2012] [Indexed: 10/27/2022]
Abstract
Antibodies directed against histone posttranslational modifications (PTMs) are critical tools in epigenetics research, particularly in the widely used chromatin immunoprecipitation (ChIP) experiments. However, a lack of quantitative methods for characterizing such antibodies has been a major bottleneck in accurate and reproducible analysis of histone modifications. Here, we report a simple and sensitive method for quantitatively characterizing polyclonal and monoclonal antibodies for histone PTMs in a ChIP-like format. Importantly, it determines the apparent dissociation constants for the interactions of an antibody with peptides harboring cognate or off-target PTMs. Analyses of commercial antibodies revealed large ranges of affinity, specificity and binding capacity as well as substantial lot-to-lot variations, suggesting the importance of quantitatively characterizing each antibody intended to be used in ChIP experiments and optimizing experimental conditions accordingly. Furthermore, using this method, we identified additional factors potentially affecting the interpretation of ChIP experiments.
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Affiliation(s)
- Shingo Nishikori
- Department of Biochemistry and Molecular Biology, The University of Chicago, Chicago, IL 60637, USA
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18
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Tesmer VM, Lennarz S, Mayer G, Tesmer JJG. Molecular mechanism for inhibition of g protein-coupled receptor kinase 2 by a selective RNA aptamer. Structure 2012; 20:1300-9. [PMID: 22727813 DOI: 10.1016/j.str.2012.05.002] [Citation(s) in RCA: 45] [Impact Index Per Article: 3.8] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/11/2012] [Revised: 04/17/2012] [Accepted: 05/02/2012] [Indexed: 11/27/2022]
Abstract
Cardiovascular homeostasis is maintained in part by the rapid desensitization of activated heptahelical receptors that have been phosphorylated by G protein-coupled receptor kinase 2 (GRK2). However, during chronic heart failure GRK2 is upregulated and believed to contribute to disease progression. We have determined crystallographic structures of GRK2 bound to an RNA aptamer that potently and selectively inhibits kinase activity. Key to the mechanism of inhibition is the positioning of an adenine nucleotide into the ATP-binding pocket and interactions with the basic αF-αG loop region of the GRK2 kinase domain. Constraints imposed on the RNA by the terminal stem of the aptamer also play a role. These results highlight how a high-affinity aptamer can be used to selectively trap a novel conformational state of a protein kinase.
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Affiliation(s)
- Valerie M Tesmer
- Life Sciences Institute, University of Michigan, 210 Washtenaw Avenue, Ann Arbor, MI 48109-2216, USA.
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19
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Gonzalez-Gonzalez M, Jara-Acevedo R, Matarraz S, Jara-Acevedo M, Paradinas S, Sayagües J, Orfao A, Fuentes M. Nanotechniques in proteomics: Protein microarrays and novel detection platforms. Eur J Pharm Sci 2012; 45:499-506. [DOI: 10.1016/j.ejps.2011.07.009] [Citation(s) in RCA: 64] [Impact Index Per Article: 5.3] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/01/2011] [Revised: 07/07/2011] [Accepted: 07/14/2011] [Indexed: 11/16/2022]
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20
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Dasilva N, Díez P, Matarraz S, González-González M, Paradinas S, Orfao A, Fuentes M. Biomarker discovery by novel sensors based on nanoproteomics approaches. SENSORS 2012; 12:2284-308. [PMID: 22438764 PMCID: PMC3304166 DOI: 10.3390/s120202284] [Citation(s) in RCA: 49] [Impact Index Per Article: 4.1] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 12/01/2011] [Revised: 01/20/2012] [Accepted: 02/14/2012] [Indexed: 12/23/2022]
Abstract
During the last years, proteomics has facilitated biomarker discovery by coupling high-throughput techniques with novel nanosensors. In the present review, we focus on the study of label-based and label-free detection systems, as well as nanotechnology approaches, indicating their advantages and applications in biomarker discovery. In addition, several disease biomarkers are shown in order to display the clinical importance of the improvement of sensitivity and selectivity by using nanoproteomics approaches as novel sensors.
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Affiliation(s)
- Noelia Dasilva
- Centro de Investigación del Cáncer/IBMCC (USAL/CSIC), Departamento de Medicina and Servicio General de Citometría, University of Salamanca, Salamanca 37007, Spain; E-Mails: (N.D.); (P.D.); (S.M.); (M.G.-G.); (A.O.)
| | - Paula Díez
- Centro de Investigación del Cáncer/IBMCC (USAL/CSIC), Departamento de Medicina and Servicio General de Citometría, University of Salamanca, Salamanca 37007, Spain; E-Mails: (N.D.); (P.D.); (S.M.); (M.G.-G.); (A.O.)
| | - Sergio Matarraz
- Centro de Investigación del Cáncer/IBMCC (USAL/CSIC), Departamento de Medicina and Servicio General de Citometría, University of Salamanca, Salamanca 37007, Spain; E-Mails: (N.D.); (P.D.); (S.M.); (M.G.-G.); (A.O.)
| | - María González-González
- Centro de Investigación del Cáncer/IBMCC (USAL/CSIC), Departamento de Medicina and Servicio General de Citometría, University of Salamanca, Salamanca 37007, Spain; E-Mails: (N.D.); (P.D.); (S.M.); (M.G.-G.); (A.O.)
| | - Sara Paradinas
- Departamento de Química Analítica, Facultad de Ciencias Químicas, University of Salamanca, Salamanca 37008, Spain; E-Mail:
| | - Alberto Orfao
- Centro de Investigación del Cáncer/IBMCC (USAL/CSIC), Departamento de Medicina and Servicio General de Citometría, University of Salamanca, Salamanca 37007, Spain; E-Mails: (N.D.); (P.D.); (S.M.); (M.G.-G.); (A.O.)
| | - Manuel Fuentes
- Centro de Investigación del Cáncer/IBMCC (USAL/CSIC), Departamento de Medicina and Servicio General de Citometría, University of Salamanca, Salamanca 37007, Spain; E-Mails: (N.D.); (P.D.); (S.M.); (M.G.-G.); (A.O.)
- Author to whom correspondence should be addressed; E-Mail: ; Tel.: +34-923-294-811; Fax: +34-923-294-743
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21
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Turner EM, Blazer LL, Neubig RR, Husbands SM. Small Molecule Inhibitors of Regulator of G Protein Signalling (RGS) Proteins. ACS Med Chem Lett 2012; 3:146-150. [PMID: 22368763 DOI: 10.1021/ml200263y] [Citation(s) in RCA: 39] [Impact Index Per Article: 3.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/28/2022] Open
Abstract
Recently regulators of G protein signalling (RGS) proteins have emerged as potential therapeutic targets since they provide an alternative method of modulating the activity of GPCRs, the target of so many drugs. Inhibitors of RGS proteins must block a protein-protein interaction (RGS-Gα), but also be cell and, depending on the therapeutic target, blood brain barrier permeable. A lead compound (1a) was identified as an inhibitor of RGS4 in a screening assay and this has now been optimised for activity, selectivity and solubility. The newly developed ligands (11b, 13) display substantial selectivity over the closely related RGS8 protein, lack the off-target calcium mobilisation activity of the lead 1a and have excellent aqueous solubility. They are currently being evaluated in vivo in rodent models of depression.
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Affiliation(s)
- Emma M. Turner
- Department of Pharmacy and Pharmacology, University of Bath, Bath, BA2 7AY, United Kingdom
| | - Levi L. Blazer
- Department of Pharmacology, University of Michigan, Ann Arbor, Michigan 48109,
United States
| | - Richard R. Neubig
- Department of Pharmacology, University of Michigan, Ann Arbor, Michigan 48109,
United States
| | - Stephen M. Husbands
- Department of Pharmacy and Pharmacology, University of Bath, Bath, BA2 7AY, United Kingdom
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22
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Generation and comprehensive analysis of an influenza virus polymerase cellular interaction network. J Virol 2011; 85:13010-8. [PMID: 21994455 DOI: 10.1128/jvi.02651-10] [Citation(s) in RCA: 63] [Impact Index Per Article: 4.8] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/24/2022] Open
Abstract
The influenza virus transcribes and replicates its genome inside the nucleus of infected cells. Both activities are performed by the viral RNA-dependent RNA polymerase that is composed of the three subunits PA, PB1, and PB2, and recent studies have shown that it requires host cell factors to transcribe and replicate the viral genome. To identify these cellular partners, we generated a comprehensive physical interaction map between each polymerase subunit and the host cellular proteome. A total of 109 human interactors were identified by yeast two-hybrid screens, whereas 90 were retrieved by literature mining. We built the FluPol interactome network composed of the influenza virus polymerase (PA, PB1, and PB2) and the nucleoprotein NP and 234 human proteins that are connected through 279 viral-cellular protein interactions. Analysis of this interactome map revealed enriched cellular functions associated with the influenza virus polymerase, including host factors involved in RNA polymerase II-dependent transcription and mRNA processing. We confirmed that eight influenza virus polymerase-interacting proteins are required for virus replication and transcriptional activity of the viral polymerase. These are involved in cellular transcription (C14orf166, COPS5, MNAT1, NMI, and POLR2A), translation (EIF3S6IP), nuclear transport (NUP54), and DNA repair (FANCG). Conversely, we identified PRKRA, which acts as an inhibitor of the viral polymerase transcriptional activity and thus is required for the cellular antiviral response.
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23
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Bida AT, Gil D, Schrum AG. Multiplex IP-FCM (immunoprecipitation-flow cytometry): Principles and guidelines for assessing physiologic protein-protein interactions in multiprotein complexes. Methods 2011; 56:154-60. [PMID: 21945581 DOI: 10.1016/j.ymeth.2011.09.005] [Citation(s) in RCA: 8] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/20/2011] [Revised: 09/05/2011] [Accepted: 09/09/2011] [Indexed: 12/13/2022] Open
Abstract
There is significant interest in the development of methods with the potential to increase access to 'the interactome' for both experimental and clinical applications. Immunoprecipitation detected by flow cytometry (IP-FCM) is a robust, biochemical method that can be used for measuring physiologic protein-protein interactions (PPI) in multiprotein complexes (MPC) with high sensitivity. Because it is based on antibody-mediated capture of protein complexes onto microspheres, IP-FCM is potentially compatible with a multiplex platform that could allow simultaneous assessment of many physiologic PPI. Here, we consider the principles of ambient analyte conditions (AAC) and inter-bead independence, and provide a template set of experiments showing how to convert singleplex IP-FCM to multiplex IP-FCM, including assays to confirm the validity of the experimental conditions for data acquisition. We conclude that singleplex IP-FCM can be successfully upgraded to multiplex format, and propose that the unique strengths of multiplex IP-FCM make it a method that is likely to facilitate the acquisition of new PPI data from primary cell sources.
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Affiliation(s)
- Anya T Bida
- Mayo Clinic College of Medicine, Department of Immunology, Rochester, MN, USA
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24
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Blazer LL, Zhang H, Casey EM, Husbands SM, Neubig RR. A nanomolar-potency small molecule inhibitor of regulator of G-protein signaling proteins. Biochemistry 2011; 50:3181-92. [PMID: 21329361 DOI: 10.1021/bi1019622] [Citation(s) in RCA: 51] [Impact Index Per Article: 3.9] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/28/2022]
Abstract
Regulators of G-protein signaling (RGS) proteins are potent negative modulators of signal transduction through G-protein-coupled receptors. They function by binding to activated (GTP-bound) Gα subunits and accelerating the rate of GTP hydrolysis. Modulation of RGS activity by small molecules is an attractive mechanism for fine-tuning GPCR signaling for therapeutic and research purposes. Here we describe the pharmacologic properties and mechanism of action of CCG-50014, the most potent small molecule RGS inhibitor to date. It has an IC(50) for RGS4 of 30 nM and is >20-fold selective for RGS4 over other RGS proteins. CCG-50014 binds covalently to the RGS, forming an adduct on two cysteine residues located in an allosteric regulatory site. It is not a general cysteine alkylator as it does not inhibit activity of the cysteine protease papain at concentrations >3000-fold higher than those required to inhibit RGS4 function. It is also >1000-fold more potent as an RGS4 inhibitor than are the cysteine alkylators N-ethylmaleimide and iodoacetamide. Analysis of the cysteine reactivity of the compound shows that compound binding to Cys(107) in RGS8 inhibits Gα binding in a manner that can be reversed by cleavage of the compound-RGS disulfide bond. If the compound reacts with Cys(160) in RGS8, the adduct induces RGS denaturation, and activity cannot be restored by removal of the compound. The high potency and good selectivity of CCG-50014 make it a useful tool for studying the functional roles of RGS4.
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Affiliation(s)
- Levi L Blazer
- Department of Pharmacology, The University of Michigan, Ann Arbor, Michigan 48109, United States
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Regulators of G Protein Signaling Proteins as Targets for Drug Discovery. PROGRESS IN MOLECULAR BIOLOGY AND TRANSLATIONAL SCIENCE 2010; 91:81-119. [DOI: 10.1016/s1877-1173(10)91004-1] [Citation(s) in RCA: 78] [Impact Index Per Article: 5.6] [Reference Citation Analysis] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 12/01/2022]
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