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Lee LY, Pandey AK, Maron BA, Loscalzo J. Network medicine in Cardiovascular Research. Cardiovasc Res 2020; 117:2186-2202. [PMID: 33165538 DOI: 10.1093/cvr/cvaa321] [Citation(s) in RCA: 20] [Impact Index Per Article: 5.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 06/22/2020] [Revised: 09/08/2020] [Accepted: 10/30/2020] [Indexed: 12/21/2022] Open
Abstract
The ability to generate multi-omics data coupled with deeply characterizing the clinical phenotype of individual patients promises to improve understanding of complex cardiovascular pathobiology. There remains an important disconnection between the magnitude and granularity of these data and our ability to improve phenotype-genotype correlations for complex cardiovascular diseases. This shortcoming may be due to limitations associated with traditional reductionist analytical methods, which tend to emphasize a single molecular event in the pathogenesis of diseases more aptly characterized by crosstalk between overlapping molecular pathways. Network medicine is a rapidly growing discipline that considers diseases as the consequences of perturbed interactions between multiple interconnected biological components. This powerful integrative approach has enabled a number of important discoveries in complex disease mechanisms. In this review, we introduce the basic concepts of network medicine and highlight specific examples by which this approach has accelerated cardiovascular research. We also review how network medicine is well-positioned to promote rational drug design for patients with cardiovascular diseases, with particular emphasis on advancing precision medicine.
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Affiliation(s)
- Laurel Y Lee
- Division of Cardiovascular Medicine, Department of Medicine, Brigham and Women's Hospital and Harvard Medical School, 75 Francis Street, Boston, MA 02115, USA
| | - Arvind K Pandey
- Division of Cardiovascular Medicine, Department of Medicine, Brigham and Women's Hospital and Harvard Medical School, 75 Francis Street, Boston, MA 02115, USA
| | - Bradley A Maron
- Division of Cardiovascular Medicine, Department of Medicine, Brigham and Women's Hospital and Harvard Medical School, 75 Francis Street, Boston, MA 02115, USA.,Department of Cardiology, Boston VA Healthcare System, Boston, MA, USA
| | - Joseph Loscalzo
- Division of Cardiovascular Medicine, Department of Medicine, Brigham and Women's Hospital and Harvard Medical School, 75 Francis Street, Boston, MA 02115, USA
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Bird JE, Barzik M, Drummond MC, Sutton DC, Goodman SM, Morozko EL, Cole SM, Boukhvalova AK, Skidmore J, Syam D, Wilson EA, Fitzgerald T, Rehman AU, Martin DM, Boger ET, Belyantseva IA, Friedman TB. Harnessing molecular motors for nanoscale pulldown in live cells. Mol Biol Cell 2016; 28:463-475. [PMID: 27932498 PMCID: PMC5341729 DOI: 10.1091/mbc.e16-08-0583] [Citation(s) in RCA: 18] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/11/2016] [Revised: 11/08/2016] [Accepted: 11/29/2016] [Indexed: 11/13/2022] Open
Abstract
Nanoscale pulldown (NanoSPD) miniaturizes the concept of affinity pulldown to detect protein–protein interactions in live cells. NanoSPD hijacks the myosin-based intracellular trafficking machinery to assess interactions under physiological buffer conditions and is microscopy-based, allowing for sensitive detection and quantification. Protein–protein interactions (PPIs) regulate assembly of macromolecular complexes, yet remain challenging to study within the native cytoplasm where they normally exert their biological effect. Here we miniaturize the concept of affinity pulldown, a gold-standard in vitro PPI interrogation technique, to perform nanoscale pulldowns (NanoSPDs) within living cells. NanoSPD hijacks the normal process of intracellular trafficking by myosin motors to forcibly pull fluorescently tagged protein complexes along filopodial actin filaments. Using dual-color total internal reflection fluorescence microscopy, we demonstrate complex formation by showing that bait and prey molecules are simultaneously trafficked and actively concentrated into a nanoscopic volume at the tips of filopodia. The resulting molecular traffic jams at filopodial tips amplify fluorescence intensities and allow PPIs to be interrogated using standard epifluorescence microscopy. A rigorous quantification framework and software tool are provided to statistically evaluate NanoSPD data sets. We demonstrate the capabilities of NanoSPD for a range of nuclear and cytoplasmic PPIs implicated in human deafness, in addition to dissecting these interactions using domain mapping and mutagenesis experiments. The NanoSPD methodology is extensible for use with other fluorescent molecules, in addition to proteins, and the platform can be easily scaled for high-throughput applications.
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Affiliation(s)
- Jonathan E Bird
- Laboratory of Molecular Genetics, National Institutes of Health, Bethesda, MD 20814
| | - Melanie Barzik
- Laboratory of Molecular Genetics, National Institutes of Health, Bethesda, MD 20814
| | - Meghan C Drummond
- Laboratory of Molecular Genetics, National Institutes of Health, Bethesda, MD 20814
| | - Daniel C Sutton
- Laboratory of Molecular Genetics, National Institutes of Health, Bethesda, MD 20814
| | - Spencer M Goodman
- Laboratory of Molecular Genetics, National Institutes of Health, Bethesda, MD 20814
| | - Eva L Morozko
- Laboratory of Molecular Genetics, National Institutes of Health, Bethesda, MD 20814
| | - Stacey M Cole
- Laboratory of Molecular Genetics, National Institutes of Health, Bethesda, MD 20814
| | | | - Jennifer Skidmore
- Department of Pediatrics, University of Michigan, Ann Arbor, MI 48109
| | - Diana Syam
- Department of Pediatrics, University of Michigan, Ann Arbor, MI 48109
| | - Elizabeth A Wilson
- Laboratory of Molecular Genetics, National Institutes of Health, Bethesda, MD 20814
| | - Tracy Fitzgerald
- Mouse Auditory Testing Core Facility, National Institute on Deafness and Other Communication Disorders, National Institutes of Health, Bethesda, MD 20814
| | - Atteeq U Rehman
- Laboratory of Molecular Genetics, National Institutes of Health, Bethesda, MD 20814
| | - Donna M Martin
- Department of Pediatrics, University of Michigan, Ann Arbor, MI 48109.,Department of Human Genetics, University of Michigan, Ann Arbor, MI 48109
| | - Erich T Boger
- Laboratory of Molecular Genetics, National Institutes of Health, Bethesda, MD 20814
| | - Inna A Belyantseva
- Laboratory of Molecular Genetics, National Institutes of Health, Bethesda, MD 20814
| | - Thomas B Friedman
- Laboratory of Molecular Genetics, National Institutes of Health, Bethesda, MD 20814
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3
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Diversity in genetic in vivo methods for protein-protein interaction studies: from the yeast two-hybrid system to the mammalian split-luciferase system. Microbiol Mol Biol Rev 2012; 76:331-82. [PMID: 22688816 DOI: 10.1128/mmbr.05021-11] [Citation(s) in RCA: 135] [Impact Index Per Article: 11.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/14/2022] Open
Abstract
The yeast two-hybrid system pioneered the field of in vivo protein-protein interaction methods and undisputedly gave rise to a palette of ingenious techniques that are constantly pushing further the limits of the original method. Sensitivity and selectivity have improved because of various technical tricks and experimental designs. Here we present an exhaustive overview of the genetic approaches available to study in vivo binary protein interactions, based on two-hybrid and protein fragment complementation assays. These methods have been engineered and employed successfully in microorganisms such as Saccharomyces cerevisiae and Escherichia coli, but also in higher eukaryotes. From single binary pairwise interactions to whole-genome interactome mapping, the self-reassembly concept has been employed widely. Innovative studies report the use of proteins such as ubiquitin, dihydrofolate reductase, and adenylate cyclase as reconstituted reporters. Protein fragment complementation assays have extended the possibilities in protein-protein interaction studies, with technologies that enable spatial and temporal analyses of protein complexes. In addition, one-hybrid and three-hybrid systems have broadened the types of interactions that can be studied and the findings that can be obtained. Applications of these technologies are discussed, together with the advantages and limitations of the available assays.
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4
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Lee LY, Wu FH, Hsu CT, Shen SC, Yeh HY, Liao DC, Fang MJ, Liu NT, Yen YC, Dokládal L, Sýkorová E, Gelvin SB, Lin CS. Screening a cDNA library for protein-protein interactions directly in planta. THE PLANT CELL 2012; 24:1746-59. [PMID: 22623495 PMCID: PMC3442567 DOI: 10.1105/tpc.112.097998] [Citation(s) in RCA: 47] [Impact Index Per Article: 3.9] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 03/09/2012] [Revised: 04/25/2012] [Accepted: 05/02/2012] [Indexed: 05/18/2023]
Abstract
Screening cDNA libraries for genes encoding proteins that interact with a bait protein is usually performed in yeast. However, subcellular compartmentation and protein modification may differ in yeast and plant cells, resulting in misidentification of protein partners. We used bimolecular fluorescence complementation technology to screen a plant cDNA library against a bait protein directly in plants. As proof of concept, we used the N-terminal fragment of yellow fluorescent protein- or nVenus-tagged Agrobacterium tumefaciens VirE2 and VirD2 proteins and the C-terminal extension (CTE) domain of Arabidopsis thaliana telomerase reverse transcriptase as baits to screen an Arabidopsis cDNA library encoding proteins tagged with the C-terminal fragment of yellow fluorescent protein. A library of colonies representing ~2 × 10(5) cDNAs was arrayed in 384-well plates. DNA was isolated from pools of 10 plates, individual plates, and individual rows and columns of the plates. Sequential screening of subsets of cDNAs in Arabidopsis leaf or tobacco (Nicotiana tabacum) Bright Yellow-2 protoplasts identified single cDNA clones encoding proteins that interact with either, or both, of the Agrobacterium bait proteins, or with CTE. T-DNA insertions in the genes represented by some cDNAs revealed five novel Arabidopsis proteins important for Agrobacterium-mediated plant transformation. We also used this cDNA library to confirm VirE2-interacting proteins in orchid (Phalaenopsis amabilis) flowers. Thus, this technology can be applied to several plant species.
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Affiliation(s)
- Lan-Ying Lee
- Department of Biological Sciences, Purdue University, West Lafayette, Indiana 47907-1392
| | - Fu-Hui Wu
- Agricultural Biotechnology Research Center, Academia Sinica, Taipei 115, Taiwan
| | - Chen-Tran Hsu
- Agricultural Biotechnology Research Center, Academia Sinica, Taipei 115, Taiwan
| | - Shu-Chen Shen
- Scientific Instrument Center, Academia Sinica, Taipei 115, Taiwan
| | - Hsuan-Yu Yeh
- Agricultural Biotechnology Research Center, Academia Sinica, Taipei 115, Taiwan
| | - De-Chih Liao
- Agricultural Biotechnology Research Center, Academia Sinica, Taipei 115, Taiwan
| | - Mei-Jane Fang
- Core Facilities, Institute of Plant and Microbial Biology, Academia Sinica, Taipei 115, Taiwan
| | - Nien-Tze Liu
- Agricultural Biotechnology Research Center, Academia Sinica, Taipei 115, Taiwan
| | - Yu-Chen Yen
- Department of Biological Sciences, Purdue University, West Lafayette, Indiana 47907-1392
| | - Ladislav Dokládal
- Institute of Biophysics, Academy of Sciences of the Czech Republic, 612 65 Brno, Czech Republic
- Central European Institute of Technology, Masaryk University, 625 00 Brno, Czech Republic
| | - Eva Sýkorová
- Institute of Biophysics, Academy of Sciences of the Czech Republic, 612 65 Brno, Czech Republic
- Central European Institute of Technology, Masaryk University, 625 00 Brno, Czech Republic
| | - Stanton B. Gelvin
- Department of Biological Sciences, Purdue University, West Lafayette, Indiana 47907-1392
| | - Choun-Sea Lin
- Agricultural Biotechnology Research Center, Academia Sinica, Taipei 115, Taiwan
- Address correspondence to
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Ballestas ME, Kaye KM. The latency-associated nuclear antigen, a multifunctional protein central to Kaposi's sarcoma-associated herpesvirus latency. Future Microbiol 2012; 6:1399-413. [PMID: 22122438 DOI: 10.2217/fmb.11.137] [Citation(s) in RCA: 74] [Impact Index Per Article: 6.2] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/25/2023] Open
Abstract
Latency-associated nuclear antigen (LANA) is encoded by the Kaposi's sarcoma (KS)-associated herpesvirus (KSHV) open reading frame 73. LANA is expressed during latent KSHV infection of cells, including tumor cells, such as primary effusion lymphoma, KS and multicentric Castleman's disease. Latently infected cells have multiple extrachromosomal copies of covalently closed circular KSHV genomes (episomes) that are stably maintained in proliferating cells. LANA's best characterized function is that of mediating episome persistence. It does so by binding terminal repeat sequences to the chromosomal matrix, thus ensuring episome replication with each cell division and efficient DNA segregation to daughter nuclei after mitosis. To achieve these functions, LANA associates with different host cell proteins, including chromatin-associated proteins and proteins involved in DNA replication. In addition to episome maintenance, LANA has transcriptional regulatory effects and affects cell growth. LANA exerts these functions through interactions with different cell proteins.
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Affiliation(s)
- Mary E Ballestas
- Department of Pediatrics, Division of Infectious Diseases, University of Alabama in Birmingham, School of Medicine, Children's Harbor Building, Room 148, 1600 6th Ave South, Birmingham, AL 35233, USA
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Abstract
Protein-protein interactions are essential for almost all cellular processes, hence understanding these processes mainly depends on the identification and characterization of the relevant protein-protein interactions. In the present paper, we introduce the concept of TRS (trans-SUMOylation), a new method developed to identify and verify protein-protein interactions in mammalian cells in vivo. TRS utilizes Ubc9-fusion proteins that trans-SUMOylate co-expressed interacting proteins. Using TRS, we analysed interactions of 65 protein pairs co-expressed in HEK (human embryonic kidney)-293 cells. We identified seven new and confirmed 16 known protein interactions, which were determined via endogenous SUMOylation sites of the binding partners or by using SUMOylation-site tags respectively. Four of the new protein interactions were confirmed by GST (glutathione transferase) pull-down and the p38α-Edr2 interaction was verified by co-localization analysis. Functionally, this p38α-Edr2 interaction could possibly be involved in the recruitment of p38α to the polycomb chromatin-remodelling complex to phosphorylate Bmi1. We also used TRS to characterize protein-interaction domains of the protein kinase pairs p38α-MK2 [MK is MAPK (mitogen-activated protein kinase)-activated protein kinase] and ERK3 (extracellular-signal-regulated kinase 3)-MK5 and of the p38α-p53 complex. The ability of TRS to monitor protein interactions in mammalian cells in vivo at levels similar to endogenous expression makes it an excellent new tool that can help in defining the protein interactome of mammalian cells.
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Fiebitz A, Vanhecke D. High-throughput mammalian two-hybrid screening for protein-protein interactions using transfected cell arrays (CAPPIA). Methods Mol Biol 2011; 723:165-183. [PMID: 21370065 DOI: 10.1007/978-1-61779-043-0_11] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 05/30/2023]
Abstract
We here describe a new and cost-effective method for the high-throughput detection of protein-protein interactions in mammalian cells that combines the advantages of mammalian two-hybrid systems with those of microarrays. Nanoliters of samples containing mixtures of bait and prey expression plasmids together with an autofluorescent reporter are immobilized on glass slides in defined array formats and air-dried. Subsequently, monolayers of adherent mammalian cells are grown on these slides so that only cell clusters on top of each feature become transfected, whereas the surrounding cells remain untransfected. If the expressed proteins show any interaction, the bait and prey proteins inside the cells are functionally linked together at the promoter of the autofluorescent reporter, reconstituting transcriptional activity, and cells become fluorescent. The cluster of cells that express that particular combination of bait and prey constructs can be identified by its position in the array by simple fluorescence detection using common DNA array scanners or high-throughput microscopy. CAPPIA allows the quantitative detection of specific protein interactions in different types of mammalian cells and under the influence of different compounds. The high number of preys that can be tested per slide together with the flexibility to interrogate any bait of interest and the small amounts of reagents that are required makes this assay currently one of the most economical high-throughput detection assays for protein-protein interactions in mammalian cells.
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8
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Langer S, Kaminski MT, Lenzen S, Baltrusch S. Endogenous activation of glucokinase by 6-phosphofructo-2-kinase/fructose-2,6-bisphosphatase is glucose dependent. Mol Endocrinol 2010; 24:1988-97. [PMID: 20702580 DOI: 10.1210/me.2010-0115] [Citation(s) in RCA: 29] [Impact Index Per Article: 2.1] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/19/2022] Open
Abstract
Glucokinase (GK) plays a crucial role as glucose sensor in glucose-induced insulin secretion in pancreatic β-cells. The bifunctional enzyme 6-phosphofructo-2-kinase/fructose-2,6-bisphosphatase (PFK-2/FBPase-2) acts as an endogenous GK activator. Therefore, the goal of this study was the analysis of GK-PFK-2/FBPase-2 complex formation and its effect on metabolic stimulus-secretion coupling in β-cells in dependence upon glucose. The interaction between GK and PFK-2/FBPase-2 was analyzed in insulin-secreting MIN6 cells with a new fluorescence-based mammalian two-hybrid system. In contrast to the commonly used mammalian two-hybrid systems that require sampling before detection, the system used allows monitoring of the effects of environmental changes on protein-protein interactions on the single-cell level. Increasing the glucose concentration in the cell culture medium from 3 to 10 and 25 mmol/liter amplified the interaction between the enzymes stepwise. Importantly, in line with these results, overexpression of PFK-2/FBPase-2 in MIN6 cells evoked only at 10 and 25 mmol/liter, an increase in insulin secretion. Furthermore, a PFK-2/FBPase-2 mutant with an abolished GK-binding motif neither showed a glucose-dependent GK binding nor was able to increase insulin secretion. The results obtained with the mammalian two-hybrid system could be confirmed by fluorescence resonance energy transfer experiments in COS cells. Furthermore, the established interaction between GK and the liver GRP served in all experiments as a control. Thus, this study clearly showed that binding and activation of GK by PFK-2/FBPase-2 in β-cells is promoted by glucose, resulting in an enhancement of insulin secretion at stimulatory glucose concentrations, without affecting basal insulin secretion.
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Affiliation(s)
- Sara Langer
- Institute of Clinical Biochemistry, Hannover Medical School, Hannover, Germany
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9
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Lin Y, Avruch J. pTOM, a vector for expressing two proteins in mammalian cells. Anal Biochem 2009; 388:353-5. [PMID: 19303393 DOI: 10.1016/j.ab.2009.03.015] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/13/2009] [Revised: 03/08/2009] [Accepted: 03/13/2009] [Indexed: 11/30/2022]
Abstract
We developed a pTOM construct that can express two proteins in a cell. Using pTOM ensures that two polypeptide-encoding nucleotide sequences are simultaneously transfected into the same cell. The ability to simultaneously express two separate polypeptide-encoding nucleotide sequences from the same vector in the same cell allows the user to determine the relationship between the two proteins. Another advantage is that one of the proteins can be used as a transfection marker/selector. The vector contains multiple cloning sites for insertions of polypeptide-encoding nucleotide sequences. Positive clones can be easily selected when performing cloning using ampicillin. Overall, this vector provides a convenient way to express dual proteins in a single mammalian cell.
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Affiliation(s)
- Yenshou Lin
- Department of Life Science, National Taiwan Normal University, 88 Ting-Chou Road, Taipei 116, Taiwan.
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Chen J, Zhou J, Sanders CK, Nolan JP, Cai H. A surface display yeast two-hybrid screening system for high-throughput protein interactome mapping. Anal Biochem 2009; 390:29-37. [PMID: 19298787 DOI: 10.1016/j.ab.2009.03.013] [Citation(s) in RCA: 12] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/26/2008] [Revised: 03/04/2009] [Accepted: 03/11/2009] [Indexed: 10/21/2022]
Abstract
Despite the wide acceptance of yeast two-hybrid (Y2H) system for protein-protein interaction analysis and discovery, conventional Y2H assays are not well suited for high-throughput screening of the protein interaction network ("interactome") on a genomic scale due to several limitations, including labor-intensive agar plating and colony selection methods associated with the use of nutrient selection markers, complicated reporter analysis methods associated with the use of LacZ enzyme reporters, and incompatibility of the liquid handling robots. We recently reported a robust liquid culture Y2H system based on quantitative analysis of yeast-enhanced green fluorescent protein (yEGFP) reporters that greatly increased the analysis throughput and compatibility with liquid handling robots. To further advance its utility in high-throughput complementary DNA (cDNA) library screening, we report the development of a novel surface display Y2H (sdY2H) library screening system with uniquely integrated surface display hemagglutination (sdHA) antigen and yEGFP reporters. By introduction of a surface reporter sdHA into the yEGFP-based Y2H system, positive Y2H targets are quickly isolated from library cells by a simple magnetic separation without a large plating effort. Moreover, the simultaneous scoring of multiple reporters, including sdHA, yEGFP, and conventional nutrient markers, greatly increased the specificity of the Y2H assay. The feasibility of the sdY2H assay on large cDNA library screening was demonstrated by the successful recovery of positive P53/T interaction pairs at a target-to-background ratio of 1:1,000,000. Together with the massive parallel DNA sequencing technology, it may provide a powerful proteomic tool for high-throughput interactome mapping on a genomic scale.
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Affiliation(s)
- Jun Chen
- Biosciences Division, National Flow Cytometry Resource, Los Alamos National Laboratory, Los Alamos, NM 87545, USA
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Smith SL, Shioda T. Advantages of COS-1 monkey kidney epithelial cells as packaging host for small-volume production of high-quality recombinant lentiviruses. J Virol Methods 2009; 157:47-54. [PMID: 19118578 DOI: 10.1016/j.jviromet.2008.12.002] [Citation(s) in RCA: 10] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/04/2008] [Revised: 11/26/2008] [Accepted: 12/04/2008] [Indexed: 10/21/2022]
Abstract
The HEK293T human embryonic kidney cells have been used widely as a packaging host for transfection-based production of recombinant lentiviruses. The present study describes advantages of using COS-1 African green monkey kidney cells versus HEK293T cells as a packaging host for small-volume production of high-quality recombinant lentiviruses. The particle performance index, defined as the ratio of infection-competent viral particles to the total number of particles, was three- to four-fold greater in transfection supernatants generated using COS-1 cells than that generated using HEK293T cells. Adhesion of HEK293T cells to the cell culture-treated plastic surface was weak, causing significant HEK293T cell contamination in the transfection supernatants produced by laboratory automation using the 96-well cell culture plates. In contrast, COS-1 cells adhered strongly to the plastic surface, and cell contamination was not detected in the transfection supernatants. These results suggest that COS-1 cells may be a useful alternative packaging host for use for automated generation of large numbers of high-quality lentivirus reagents, particularly because they eliminate the need for additional purification steps to remove viral particles from cell culture supernatant.
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Affiliation(s)
- Shannon L Smith
- Molecular Profiling Laboratory, Massachusetts General Hospital Center for Cancer Research and Harvard Medical School, Charlestown, MA 02129, USA
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Abstract
Interactive proteomics addresses the physical associations among proteins and establishes global, disease-, and pathway-specific protein interaction networks. The inherent chemical and structural diversity of proteins, their different expression levels, and their distinct subcellular localizations pose unique challenges for the exploration of these networks, necessitating the use of a variety of innovative and ingenious approaches. Consequently, recent years have seen exciting developments in protein interaction mapping and the establishment of very large interaction networks, especially in model organisms. In the near future, attention will shift to the establishment of interaction networks in humans and their application in drug discovery and understanding of diseases. In this review, we present an impressive toolbox of different technologies that we expect to be crucial for interactive proteomics in the coming years.
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Fiebitz A, Nyarsik L, Haendler B, Hu YH, Wagner F, Thamm S, Lehrach H, Janitz M, Vanhecke D. High-throughput mammalian two-hybrid screening for protein-protein interactions using transfected cell arrays. BMC Genomics 2008; 9:68. [PMID: 18254948 PMCID: PMC2254387 DOI: 10.1186/1471-2164-9-68] [Citation(s) in RCA: 25] [Impact Index Per Article: 1.6] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/05/2007] [Accepted: 02/06/2008] [Indexed: 12/03/2022] Open
Abstract
Background Most of the biological processes rely on the formation of protein complexes. Investigation of protein-protein interactions (PPI) is therefore essential for understanding of cellular functions. It is advantageous to perform mammalian PPI analysis in mammalian cells because the expressed proteins can then be subjected to essential post-translational modifications. Until now mammalian two-hybrid assays have been performed on individual gene scale. We here describe a new and cost-effective method for the high-throughput detection of protein-protein interactions in mammalian cells that combines the advantages of mammalian two-hybrid systems with those of DNA microarrays. Results In this cell array protein-protein interaction assay (CAPPIA), mixtures of bait and prey expression plasmids together with an auto-fluorescent reporter are immobilized on glass slides in defined array formats. Adherent cells that grow on top of the micro-array will become fluorescent only if the expressed proteins interact and subsequently trans-activate the reporter. Using known interaction partners and by screening 160 different combinations of prey and bait proteins associated with the human androgen receptor we demonstrate that this assay allows the quantitative detection of specific protein interactions in different types of mammalian cells and under the influence of different compounds. Moreover, different strategies in respect to bait-prey combinations are presented. Conclusion We demonstrate that the CAPPIA assay allows the quantitative detection of specific protein interactions in different types of mammalian cells and under the influence of different compounds. The high number of preys that can be tested per slide together with the flexibility to interrogate any bait of interest and the small amounts of reagents that are required makes this assay currently one of the most economical high-throughput detection assays for protein-protein interactions in mammalian cells.
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Affiliation(s)
- Andrea Fiebitz
- Max Planck Institute for Molecular Genetics, Department Vertebrate Genomics, Fabeckstr, 60-62, 14195 Berlin, Germany.
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Blanchard D, Hutter H, Fleenor J, Fire A. A differential cytolocalization assay for analysis of macromolecular assemblies in the eukaryotic cytoplasm. Mol Cell Proteomics 2006; 5:2175-84. [PMID: 16914455 DOI: 10.1074/mcp.t600025-mcp200] [Citation(s) in RCA: 18] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/06/2022] Open
Abstract
We have developed a differential cytolocalization assay (DCLA) that allows the observation of cytoplasmic protein/protein interactions in vivo. In the DCLA, interactions are visualized as a relocalization of a green fluorescent protein-tagged "prey" by a membrane-bound "bait." This assay was tested and utilized in Caenorhabditis elegans to probe interactions among proteins involved in RNA interference (RNAi) and nonsense-mediated decay (NMD) pathways. Several previously documented interactions were confirmed with DCLA, whereas uniformly negative results were obtained in several controls in which no interaction was expected. Novel interactions were also observed, including the association of SMG-5, a protein required for NMD, to several components of the RNAi pathway. The DCLA can be readily carried out under diverse conditions, allowing a dynamic assessment of protein interactions in vivo. We used this property to test a subset of the RNAi and NMD interactions in animals in which proteins central to each mechanism were mutated; several key associations in each machinery that can occur in vivo in the absence of a functional process were identified.
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Affiliation(s)
- Daniel Blanchard
- Departments of Pathology and Genetics, Stanford University School of Medicine, Stanford, California 94305-5324, USA
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Wang T, Chuang TH, Ronni T, Gu S, Du YC, Cai H, Sun HQ, Yin HL, Chen X. Flightless I Homolog Negatively Modulates the TLR Pathway. THE JOURNAL OF IMMUNOLOGY 2006; 176:1355-62. [PMID: 16424162 DOI: 10.4049/jimmunol.176.3.1355] [Citation(s) in RCA: 53] [Impact Index Per Article: 2.9] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 12/31/2022]
Abstract
To date, much of our knowledge about the signaling networks involved in the innate immune response has come from studies using nonphysiologic model systems rather than actual immune cells. In this study, we used a dual-tagging proteomic strategy to identify the components of the MyD88 signalosome in murine macrophages stimulated with lipid A. This systems approach revealed 16 potential MyD88-interacting partners, one of which, flightless I homolog (Fliih) was verified to interact with MyD88 and was further characterized as a negative regulator of the TLR4-MyD88 pathway. Conversely, a reduction in endogenous Fliih by small-interfering RNA enhanced the activation of NF-kappaB, as well as cytokine production by LPS. Results from immunoprecipitation and a two-hybrid assay further indicated that Fliih directly interfered with the formation of the TLR4-MyD88 signaling complex. These results in turn suggest a new basis for the regulation of the TLR pathway by Fliih.
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Affiliation(s)
- Tianyi Wang
- Bioscience Division, Los Alamos National Laboratory, Los Alamos, NM 87545, USA
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Nasim MT, Trembath RC. A dual-light reporter system to determine the efficiency of protein-protein interactions in mammalian cells. Nucleic Acids Res 2005; 33:e66. [PMID: 15824058 PMCID: PMC1075926 DOI: 10.1093/nar/gni066] [Citation(s) in RCA: 5] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/11/2022] Open
Abstract
Methods for determining protein–protein interactions in mammalian cells typically rely on single reporter functions and are susceptible to variations between samples particularly in regard to levels of transcription, processing and translation. A method has been developed for determining protein–protein interactions in mammalian cells, which bypasses these variables confounding single reporter assays. The approach utilizes two units of gene expression linked to reporter functions that are interposed by a deactivation–activation unit in such a way that the downstream expression unit is switched off. Hence upstream expression occurs regardless of protein–protein interaction, leading to the production of the upstream reporter. In the event of protein–protein interactions, the downstream expression unit is switched on leading to dual reporter read outs. Thus, the ratio of the two reporter activities provides a measure to determine the efficiency of protein–protein interactions. To access the system we screened a mutant of BMPR2 where the interaction between BMPR-II and LIMK is abrogated. BMPR-II is a type II receptor of the TGFβ superfamily and plays a key role in the pathogenesis of familial pulmonary arterial hypertension. This system has potential for high-throughput screening of libraries (peptide, chemical, cDNA, etc.) to isolate agents that are capable of interfering with highly selective protein–protein interaction.
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Affiliation(s)
- M T Nasim
- Department of Genetics, University of Leicester, Leicester LE1 7RH, UK.
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17
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Zhao HF, Kiyota T, Chowdhury S, Purisima E, Banville D, Konishi Y, Shen SH. A Mammalian Genetic System To Screen for Small Molecules Capable of Disrupting Protein−Protein Interactions. Anal Chem 2004; 76:2922-7. [PMID: 15144206 DOI: 10.1021/ac035396m] [Citation(s) in RCA: 19] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/29/2022]
Abstract
A mammalian two-hybrid system was developed for high-throughput screening of compounds that disrupt specific protein-protein interactions. The existing mammalian systems are unsatisfactory for drug screening due to nonregulated expression of interacting proteins. To construct a tightly regulated system, the tetracycline repressor was fused with the inhibitory KRAB domain as a suppressor. The binding of the suppressor to the tet operator entirely blocked expression of two interacting proteins. When both the inducer doxycycline and drugs were added to the culture, the reporter gene was either activated by interaction of the paired proteins with ineffective drugs or remained silent due to disruption of the protein interactions by the effective drugs. We demonstrate that interactions of the type I receptor for TGFbeta with FKBP12 and the epidermal growth factor receptor (EGFR) with p85 are effectively disrupted by FK506 and EGFR kinase inhibitor AG1478, respectively. The power of this system for drug screening was further demonstrated by rapid identification of inhibitors from a druglike library for the receptor kinases.
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Affiliation(s)
- Hui-Fen Zhao
- Health Sector, Biotechnology Research Institute, National Research Council of Canada, 6100 Royalmount Avenue, Montreal, Quebec, Canada H4P 2R2
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18
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Affiliation(s)
- Stefan Grimm
- Max-Planck-Institute for Biochemistry, Am Klopferspitz 18a, 82152 Martinsried, Germany.
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19
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Hümmer A, Delzeith O, Gomez SR, Moreno RL, Mark MD, Herlitze S. Competitive and synergistic interactions of G protein beta(2) and Ca(2+) channel beta(1b) subunits with Ca(v)2.1 channels, revealed by mammalian two-hybrid and fluorescence resonance energy transfer measurements. J Biol Chem 2003; 278:49386-400. [PMID: 14507926 DOI: 10.1074/jbc.m306645200] [Citation(s) in RCA: 27] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/06/2022] Open
Abstract
Presynaptic Ca2+ channels are inhibited by metabotropic receptors. A possible mechanism for this inhibition is that G protein betagamma subunits modulate the binding of the Ca2+ channel beta subunit on the Ca2+ channel complex and induce a conformational state from which channel opening is more reluctant. To test this hypothesis, we analyzed the binding of Ca2+ channel beta and G protein beta subunits on the two separate binding sites, i.e. the loopI-II and the C terminus, and on the full-length P/Q-type alpha12.1 subunit by using a modified mammalian two-hybrid system and fluorescence resonance energy transfer (FRET) measurements. Analysis of the interactions on the isolated bindings sites revealed that the Ca2+ channel beta1b subunit induces a strong fluorescent signal when interacting with the loopI-II but not with the C terminus. In contrast, the G protein beta subunit induces FRET signals on both the C terminus and loopI-II. Analysis of the interactions on the full-length channel indicates that Ca2+ channel beta1b and G protein beta subunits bind to the alpha1 subunit at the same time. Coexpression of the G protein increases the FRET signal between alpha1/beta1b FRET pairs but not for alpha1/beta1b FRET pairs where the C terminus was deleted from the alpha1 subunit. The results suggest that the G protein alters the orientation and/or association between the Ca2+ channel beta and alpha12.1 subunits, which involves the C terminus of the alpha1 subunit and may corresponds to a new conformational state of the channel.
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Affiliation(s)
- Alexander Hümmer
- Department of Neurosciences, Case Western Reserve University, School of Medicine, Cleveland, Ohio 44106-4975, USA
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20
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Tanaka T, Lobato MN, Rabbitts TH. Single domain intracellular antibodies: a minimal fragment for direct in vivo selection of antigen-specific intrabodies. J Mol Biol 2003; 331:1109-20. [PMID: 12927545 DOI: 10.1016/s0022-2836(03)00836-2] [Citation(s) in RCA: 85] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/18/2022]
Abstract
There is a major need in target validation and therapeutic applications for molecules that can interfere with protein function inside cells. Intracellular antibodies (intrabodies) can bind to specific targets in cells but isolation of intrabodies is currently difficult. Intrabodies are normally single chain Fv fragments comprising variable domains of the immunoglobulin heavy (VH) and light chains (VL). We now demonstrate that single VH domains have excellent intracellular properties of solubility, stability and expression within the cells of higher organisms and can exhibit specific antigen recognition in vivo. We have used this intracellular single variable domain (IDab) format, based on a previously characterised intrabody consensus scaffold, to generate diverse intrabody libraries for direct in vivo screening. IDabs were isolated using two distinct antigens and affinities of isolated IDabs ranged between 20 nM and 200 nM. Moreover, IDabs selected for binding to the RAS protein could inhibit RAS-dependent oncogenic transformation of NIH3T3 cells. The IDab format is therefore ideal for in vivo intrabody use. This approach to intrabodies obviates the need for phage antibody libraries, avoids the requirement for production of antigen in vitro and allows for direct selection of intrabodies in vivo.
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Affiliation(s)
- Tomoyuki Tanaka
- MRC Laboratory of Molecular Biology, Hills Road, CB2 2QH, Cambridge, UK
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21
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Lemmens I, Eyckerman S, Zabeau L, Catteeuw D, Vertenten E, Verschueren K, Huylebroeck D, Vandekerckhove J, Tavernier J. Heteromeric MAPPIT: a novel strategy to study modification-dependent protein-protein interactions in mammalian cells. Nucleic Acids Res 2003; 31:e75. [PMID: 12853652 PMCID: PMC167658 DOI: 10.1093/nar/gng075] [Citation(s) in RCA: 29] [Impact Index Per Article: 1.4] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/13/2022] Open
Abstract
We recently reported a two-hybrid trap for detecting protein-protein interactions in intact mammalian cells (MAPPIT). The bait protein was fused to a STAT recruitment-deficient, homodimeric cytokine receptor and the prey protein to functional STAT recruitment sites. In such a configuration, STAT-dependent responses can be used to monitor a given bait-prey interaction. Using this system, we were able to demonstrate both modification-independent and tyrosine phosphorylation- dependent interactions. Protein modification in this approach is, however, strictly dependent on the receptor-associated JAK tyrosine kinases. We have now extended this concept by using extracellular domains of the heteromeric granulocyte/macrophage colony-stimulating factor receptor (GM-CSFR). Herein, the bait was fused to the (beta)c chain and its modifying enzyme to the GM-CSFRalpha chain (or vice versa). We demonstrate several serine phosphorylation-dependent interactions in the TGFbeta/Smad pathway using the catalytic domains of the ALK4 or ALK6 serine/threonine kinase receptors. In all cases tested, STAT-dependent signaling was completely abolished when mutant baits were used wherein critical serine residues were replaced by alanines. This approach operates both in transient and stable expression systems and may not be limited to serine phosphorylation but has the potential for studying various different types of protein modification-dependent interactions in intact cells.
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MESH Headings
- Animals
- Antigens, Neoplasm/genetics
- Binding Sites/genetics
- Biomarkers, Tumor/genetics
- Cell Line
- DNA-Binding Proteins/genetics
- DNA-Binding Proteins/metabolism
- Dimerization
- Humans
- Janus Kinase 2
- Lectins, C-Type/genetics
- Luciferases/genetics
- Luciferases/metabolism
- Mutation
- Pancreatitis-Associated Proteins
- Phosphorylation
- Promoter Regions, Genetic/genetics
- Protein Binding
- Protein Interaction Mapping/methods
- Protein-Tyrosine Kinases/metabolism
- Proto-Oncogene Proteins
- Rats
- Receptors, Cell Surface/genetics
- Receptors, Cell Surface/metabolism
- Receptors, Erythropoietin/chemistry
- Receptors, Erythropoietin/genetics
- Receptors, Erythropoietin/metabolism
- Receptors, Granulocyte-Macrophage Colony-Stimulating Factor/genetics
- Receptors, Granulocyte-Macrophage Colony-Stimulating Factor/metabolism
- Receptors, Leptin
- STAT3 Transcription Factor
- Signal Transduction
- Smad3 Protein
- Smad4 Protein
- Trans-Activators/genetics
- Trans-Activators/metabolism
- Transfection
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Affiliation(s)
- Irma Lemmens
- Department of Medical Protein Research VIB09, Faculty of Medicine and Health Sciences, Ghent University, Albert Baertsoenkaai 3, B-9000 Ghent, Belgium
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22
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Chien CY, Liu WK, Chou CK, Su JY. The A20-binding protein ABIN-2 exerts unexpected function in mediating transcriptional coactivation. FEBS Lett 2003; 543:55-60. [PMID: 12753905 DOI: 10.1016/s0014-5793(03)00401-0] [Citation(s) in RCA: 9] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/17/2022]
Abstract
The human ABIN-2 was originally identified as an A20-associating cytosolic protein to block NF-kappaB activation induced by various stimuli. Here we report that ABIN-2 has the potential to enter the nucleus and plays a role in mediating transcriptional activation in both yeast and mammalian cells. The Gal4BD-ABIN-2 fusion protein is able to drive the expression of the GAL4-responsive reporter gene in yeast efficiently without the need of the Gal4p activation domain, suggesting that ABIN-2 functions as a transcriptional coactivator and facilitates transcription in yeast. In contrast to the activity in yeast, however, only the C-terminal fragment of ABIN-2 exerts the transactivating activity in mammalian cells but not the full-length ABIN-2 protein. This observation has led to the identification of the N-terminal 195 amino acids of ABIN-2 as a regulatory domain, which retains the full-length ABIN-2 in the cytoplasm of mammalian cells and thus cannot transactivate. We have also found that BAF60a, a component of chromatin-remodeling complex, interacts with ABIN-2 by the yeast two-hybrid analysis. Together, our results suggest that the nuclear ABIN-2 defines a novel transcriptional coactivator and acts presumably by recruiting a chromatin-remodeling complex to the site of the target gene.
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Affiliation(s)
- Chia-Yi Chien
- Department of Life Science, National Yang-Ming University, 112, ROC, Taipei, Taiwan
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23
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Choi JH, Lee JA, Yim SW, Lim CS, Lee CH, Lee YD, Bartsch D, Kandel ER, Kaang BK. Using an aplysia two-hybrid system to examine the interactions between transcription factors involved in long-term facilitation in the nervous system of aplysia. Learn Mem 2003; 10:40-3. [PMID: 12551962 PMCID: PMC196654 DOI: 10.1101/lm.55303] [Citation(s) in RCA: 8] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/25/2022]
Abstract
Interactions between ApCREB1a, ApCREB2, and ApC/EBP have been studied using conventional methods such as the yeast two-hybrid system. However, it is unclear whether these memory-related transcription factors actually interact in the native environment in neurons. To clarify this question, we have developed an Aplysia two-hybrid system and found, consistent with previous studies that ApCREB2 interacts with ApCREB1a and ApC/EBP, and that ApC/EBP forms homodimers. We have also found that ApCREB1a and ApC/EBP do not interact. Therefore, our study shows that formerly described interactions between the proteins actually occur in the Aplysia neurons and that interactions between these transcription factors are specific.
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Affiliation(s)
- Jung-Hwan Choi
- National Research Laboratory, Institute of Molecular Biology and Genetics, School of Biological Sciences, College of Natural Sciences, Seoul National University, Seoul 151-742, Korea
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24
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Eidne KA, Kroeger KM, Hanyaloglu AC. Applications of novel resonance energy transfer techniques to study dynamic hormone receptor interactions in living cells. Trends Endocrinol Metab 2002; 13:415-21. [PMID: 12431837 DOI: 10.1016/s1043-2760(02)00669-0] [Citation(s) in RCA: 86] [Impact Index Per Article: 3.9] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 01/12/2023]
Abstract
Many aspects of hormone receptor function that are crucial for controlling signal transduction of endocrine pathways can be monitored more accurately with the use of non-invasive, live cell resonance energy transfer (RET) techniques. Fluorescent RET (FRET), and its variation, bioluminescent RET (BRET), can be used to assess the real-time responses to specific hormonal stimuli, whilst preserving the cellular protein network, compartmentalization and spatial arrangement. Both FRET and BRET can be readily adapted to the study of membrane proteins. Here, we focus on their applications to the analysis of interactions involving the superfamily of hormone G-protein-coupled receptors. RET is also emerging as a significant tool for the determination of protein function in general. Such techniques will undoubtedly be of value in determining the functional identities of the vast array of proteins that are encoded by the human genome.
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Affiliation(s)
- Karin A Eidne
- Western Australian Institute for Medical Research, University of Western Australia, Nedlands, Perth, WA 6009, Australia.
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25
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Ozawa T, Umezawa Y. Detection of protein-protein interactions in vivo based on protein splicing. Curr Opin Chem Biol 2001; 5:578-83. [PMID: 11578933 DOI: 10.1016/s1367-5931(00)00244-1] [Citation(s) in RCA: 43] [Impact Index Per Article: 1.9] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/27/2022]
Abstract
In mammalian cells, protein-protein interactions constitute essential regulatory steps that modulate the activity of signaling pathways. In recent years, several approaches towards understanding the interactions have been developed. We describe herein a new method for detecting protein-protein interactions in vivo based on protein splicing and highlight some potential applications of this technique.
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Affiliation(s)
- T Ozawa
- Department of Chemistry, School of Science, The University of Tokyo, Hongo, Bunkyo-ku, Tokyo 113-0033, Japan
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