1
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Ide M, Tabata N, Yonemura Y, Shirasaki T, Murai K, Wang Y, Ishida A, Okada H, Honda M, Kaneko S, Doi N, Ito S, Yanagawa H. Guanine nucleotide exchange factor DOCK11-binding peptide fused with a single chain antibody inhibits Hepatitis B Virus infection and replication. J Biol Chem 2022; 298:102097. [PMID: 35660020 PMCID: PMC9241042 DOI: 10.1016/j.jbc.2022.102097] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/31/2022] [Revised: 05/19/2022] [Accepted: 05/23/2022] [Indexed: 12/26/2022] Open
Abstract
Hepatitis B virus (HBV) infection is a major global health problem with no established cure. Dedicator of cytokinesis 11 (DOCK11), known as a guanine nucleotide exchange factor (GEF) for Cdc42, is reported to be essential for the maintenance of HBV. However, potential therapeutic strategies targeting DOCK11 have not yet been explored. We have previously developed an in vitro virus method as a more efficient tool for the analysis of proteomics and evolutionary protein engineering. In this study, using the in vitro virus method, we screened and identified a novel antiasialoglycoprotein receptor (ASGR) antibody, ASGR3-10M, and a DOCK11-binding peptide, DCS8-42A, for potential use in HBV infection. We further constructed a fusion protein (10M-D42AN) consisting of ASGR3-10M, DCS8-42A, a fusogenic peptide, and a nuclear localization signal to deliver the peptide inside hepatocytes. We show using immunofluorescence staining that 10M-D42AN was endocytosed into early endosomes and released into the cytoplasm and nucleus. Since DCS8-42A shares homology with activated cdc42-associated kinase 1 (Ack1), which promotes EGFR endocytosis required for HBV infection, we also found that 10M-D42AN inhibited endocytosis of EGFR and Ack1. Furthermore, we show 10M-D42AN suppressed the function of DOCK11 in the host DNA repair system required for covalently closed circular DNA synthesis and suppressed HBV proliferation in mice. In conclusion, this study realizes a novel hepatocyte-specific drug delivery system using an anti-ASGR antibody, a fusogenic peptide, and DOCK11-binding peptide to provide a novel treatment for HBV.
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Affiliation(s)
- Mayuko Ide
- Research Department, Purotech Bio Inc, Yokohama, Kanagawa, 230-0045, Japan
| | - Noriko Tabata
- Research Department, Purotech Bio Inc, Yokohama, Kanagawa, 230-0045, Japan
| | - Yuko Yonemura
- Research Department, Purotech Bio Inc, Yokohama, Kanagawa, 230-0045, Japan
| | - Takayoshi Shirasaki
- Department of Clinical Laboratory Medicine, Kanazawa University Graduate School of Health Medicine, Kanazawa, Ishikawa, 920-0942, Japan
| | - Kazuhisa Murai
- Department of Clinical Laboratory Medicine, Kanazawa University Graduate School of Health Medicine, Kanazawa, Ishikawa, 920-0942, Japan
| | - Ying Wang
- Department of Clinical Laboratory Medicine, Kanazawa University Graduate School of Health Medicine, Kanazawa, Ishikawa, 920-0942, Japan
| | - Atsuya Ishida
- Department of Clinical Laboratory Medicine, Kanazawa University Graduate School of Health Medicine, Kanazawa, Ishikawa, 920-0942, Japan
| | - Hikari Okada
- Department of Gastroenterology, Kanazawa University Graduate School of Medicine, Kanazawa, Ishikawa, 920-8641, Japan
| | - Masao Honda
- Department of Clinical Laboratory Medicine, Kanazawa University Graduate School of Health Medicine, Kanazawa, Ishikawa, 920-0942, Japan; Department of Gastroenterology, Kanazawa University Graduate School of Medicine, Kanazawa, Ishikawa, 920-8641, Japan
| | - Shuichi Kaneko
- Department of Gastroenterology, Kanazawa University Graduate School of Medicine, Kanazawa, Ishikawa, 920-8641, Japan
| | - Nobuhide Doi
- Department of Biosciences and Informatics, Keio University, Yokohama, Kanagawa, 223-8522, Japan
| | - Satoru Ito
- Research Department, Purotech Bio Inc, Yokohama, Kanagawa, 230-0045, Japan
| | - Hiroshi Yanagawa
- Research Department, Purotech Bio Inc, Yokohama, Kanagawa, 230-0045, Japan.
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2
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Orafaie A, Bahrami AR, Matin MM. Use of anticancer peptides as an alternative approach for targeted therapy in breast cancer: a review. Nanomedicine (Lond) 2021; 16:415-433. [PMID: 33615876 DOI: 10.2217/nnm-2020-0352] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/22/2023] Open
Abstract
Breast cancer is the most common cancer in women worldwide. Traditional therapies are expensive and cause severe side effects. Targeted therapy is a powerful method to circumvent the problems of other therapies. It also allows drugs to localize at predefined targets in a selective manner. Currently, there are several monoclonal antibodies which target breast cancer cell surface markers. However, using antibodies has some limitations. In the last two decades, many investigators have discovered peptides that may be useful to target breast cancer cells. In this article, we provide an overview on anti-breast cancer peptides, their sources and biological activities. We further discuss the pros and cons of using anticancer peptides with further emphasis on how to improve their effectiveness in cancer therapy.
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Affiliation(s)
- Ala Orafaie
- Department of Biology, Faculty of Science, Ferdowsi University of Mashhad, Mashhad, Iran
| | - Ahmad Reza Bahrami
- Department of Biology, Faculty of Science, Ferdowsi University of Mashhad, Mashhad, Iran.,Industrial Biotechnology Research Group, Institute of Biotechnology, Ferdowsi University of Mashhad, Mashhad, Iran
| | - Maryam M Matin
- Department of Biology, Faculty of Science, Ferdowsi University of Mashhad, Mashhad, Iran.,Novel Diagnostics & Therapeutics Research Group, Institute of Biotechnology, Ferdowsi University of Mashhad, Mashhad, Iran
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3
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Huang Y, Wiedmann MM, Suga H. RNA Display Methods for the Discovery of Bioactive Macrocycles. Chem Rev 2018; 119:10360-10391. [PMID: 30395448 DOI: 10.1021/acs.chemrev.8b00430] [Citation(s) in RCA: 128] [Impact Index Per Article: 21.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/12/2023]
Abstract
The past two decades have witnessed the emergence of macrocycles, including macrocyclic peptides, as a promising yet underexploited class of de novo drug candidates. Both rational/computational design and in vitro display systems have contributed tremendously to the development of cyclic peptide binders of either traditional targets such as cell-surface receptors and enzymes or challenging targets such as protein-protein interaction surfaces. mRNA display, a key platform technology for the discovery of cyclic peptide ligands, has become one of the leading strategies that can generate natural-product-like macrocyclic peptide binders with antibody-like affinities. On the basis of the original cell-free transcription/translation system, mRNA display is highly evolvable to realize its full potential by applying genetic reprogramming and chemical/enzymatic modifications. In addition, mRNA display also allows the follow-up hit-to-lead development using high-throughput focused affinity maturation. Finally, mRNA-displayed peptides can be readily engineered to create chemical conjugates based on known small molecules or biologics. This review covers the birth and growth of mRNA display and discusses the above features of mRNA display with success stories and future perspectives and is up to date as of August 2018.
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Affiliation(s)
- Yichao Huang
- Department of Chemistry, Graduate School of Science , The University of Tokyo , 7-3-1 Hongo , Bunkyo-ku, Tokyo 113-0033 , Japan
| | - Mareike Margarete Wiedmann
- Department of Chemistry, Graduate School of Science , The University of Tokyo , 7-3-1 Hongo , Bunkyo-ku, Tokyo 113-0033 , Japan
| | - Hiroaki Suga
- Department of Chemistry, Graduate School of Science , The University of Tokyo , 7-3-1 Hongo , Bunkyo-ku, Tokyo 113-0033 , Japan
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4
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Naimuddin M, Kubo T. A High Performance Platform Based on cDNA Display for Efficient Synthesis of Protein Fusions and Accelerated Directed Evolution. ACS COMBINATORIAL SCIENCE 2016; 18:117-29. [PMID: 26812183 DOI: 10.1021/acscombsci.5b00139] [Citation(s) in RCA: 8] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 11/30/2022]
Abstract
We describe a high performance platform based on cDNA display technology by developing a new modified puromycin linker-oligonucleotide. The linker consists of four major characteristics: a "ligation site" for hybridization and ligation of mRNA by T4 RNA ligase, a "puromycin arm" for covalent linkage of the protein, a "polyadenosine site" for a longer puromycin arm and purification of protein fusions (optional) using oligo-dT matrices, and a "reverse transcription site" for the formation of stable cDNA protein fusions whose cDNA is covalently linked to its encoded protein. The linker was synthesized by a novel branching strategy and provided >8-fold higher yield than previous linkers. This linker enables rapid and highly efficient ligation of mRNA (>90%) and synthesis of protein fusions (∼ 50-95%) in various cell-free expression systems. Overall, this new cDNA display method provides 10-200 fold higher end-usage fusions than previous methods and benefits higher diversity libraries crucial for directed protein/peptide evolution. With the increased efficiency, this system was able to reduce the time for one selection cycle to <8 h and is potentially amenable to high-throughput systems. We demonstrate the efficiency of this system for higher throughput selections of various biomolecular interactions and achieved 30-40-fold enrichment per selection cycle. Furthermore, a 4-fold higher enrichment of Flag-tag was obtained from a doped mixture compared with that of the previous cDNA display method. A three-finger protein library was evolved to isolate superior nanomolar range binding candidates for vascular endothelial growth factor. This method is expected to provide a beneficial impact to accelerated drug discovery and proteome analysis.
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Affiliation(s)
- Mohammed Naimuddin
- Biomedical
Research Institute, National Institute of Advanced Industrial Science and Technology, Central 6, 1-1-1 Higashi, Tsukuba, Ibaraki 305-8566, Japan
- Janusys Corporation, #508, Saitama
Industrial Technology Center, Skip City, 3-12-18 Kami-Aoki, Kawaguchi, Saitama 333-0844, Japan
| | - Tai Kubo
- Biomedical
Research Institute, National Institute of Advanced Industrial Science and Technology, Central 6, 1-1-1 Higashi, Tsukuba, Ibaraki 305-8566, Japan
- Molecular
Profiling Research Center for Drug Discovery, National Institute of Advanced Industrial Science and Technology (AIST), 2-4-7 Aomi, Koto-ku, Tokyo 135-0064, Japan
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5
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Nagumo Y, Fujiwara K, Horisawa K, Yanagawa H, Doi N. PURE mRNA display for in vitro selection of single-chain antibodies. J Biochem 2015; 159:519-26. [PMID: 26711234 DOI: 10.1093/jb/mvv131] [Citation(s) in RCA: 17] [Impact Index Per Article: 1.9] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/08/2015] [Accepted: 11/09/2015] [Indexed: 11/13/2022] Open
Abstract
mRNA display is a method to form a covalent linkage between a cell-free synthesized protein (phenotype) and its encoding mRNA (genotype) through puromycin for in vitro selection of proteins. Although a wheat germ cell-free translation system has been previously used in our mRNA display system, a protein synthesis using recombinant elements (PURE) system is a more attractive approach because it contains no endogenous nucleases and proteases and is optimized for folding of antibodies with disulphide bonds. However, when we used the PURE system for mRNA display of single-chain Fv (scFv) antibodies, the formation efficiency of the mRNA-protein conjugates was quite low. To establish an efficient platform for the PURE mRNA display of scFv, we performed affinity selection of a library of scFv antibodies with a C-terminal random sequence and obtained C-terminal sequences that increased the formation of mRNA-protein conjugates. We also identified unexpected common substitution mutations around the start codon of scFv antibodies, which were inferred to destabilize the mRNA secondary structure. This destabilization causes an increase in protein expression and the efficiency of the formation of mRNA-protein conjugates. We believe these improvements should make the PURE mRNA display more efficient for selecting antibodies for diagnostic and therapeutic applications.
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Affiliation(s)
- Yu Nagumo
- Department of Biosciences and Informatics, Keio University, 3-14-1 Hiyoshi, Yokohama 223-8522, Japan
| | - Kei Fujiwara
- Department of Biosciences and Informatics, Keio University, 3-14-1 Hiyoshi, Yokohama 223-8522, Japan
| | - Kenichi Horisawa
- Department of Biosciences and Informatics, Keio University, 3-14-1 Hiyoshi, Yokohama 223-8522, Japan
| | - Hiroshi Yanagawa
- Department of Biosciences and Informatics, Keio University, 3-14-1 Hiyoshi, Yokohama 223-8522, Japan
| | - Nobuhide Doi
- Department of Biosciences and Informatics, Keio University, 3-14-1 Hiyoshi, Yokohama 223-8522, Japan
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6
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Yang L, Cui Y, Shen J, Lin F, Wang X, Long M, Wei J, Zhang H. Antitumor activity of SA12, a novel peptide, on SKBr-3 breast cancer cells via the mitochondrial apoptosis pathway. Drug Des Devel Ther 2015; 9:1319-30. [PMID: 25767377 PMCID: PMC4354433 DOI: 10.2147/dddt.s75780] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/23/2022] Open
Abstract
Breast cancer is considered to be the most common malignancy in women. Treatment of breast cancer has been focused on molecular targeted therapy, and anticancer peptides are considered to be some of the most promising candidate drugs. In the current study, we used mRNA-peptide display technology to screen antibreast cancer peptides and identified a novel peptide, SA12, which showed significant activity in the inhibition of proliferation and induction of apoptosis in SKBr-3 breast cancer cells. The mechanism by which SA12 peptide triggers apoptosis was further investigated using a pull-down assay, reverse transcription-polymerase chain reaction, and Western blotting analysis. The results demonstrated that this peptide could interact with tumor-associated proteins MECP2 and CDC20B, which further induced apoptosis of tumor cells via the mitochondrial pathway involving the Bcl-2 family and related caspases. We propose that the novel SA12 peptide has the potential to provide a new strategy for the development of targeted therapy in breast cancer.
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Affiliation(s)
- Longfei Yang
- Department of Medical Laboratory and Research Center, Tangdu Hospital, Fourth Military Medical University, Xi'an, People's Republic of China
| | - Ying Cui
- Department of Medical Laboratory and Research Center, Tangdu Hospital, Fourth Military Medical University, Xi'an, People's Republic of China
| | - Jianjun Shen
- Department of Medical Laboratory and Research Center, Tangdu Hospital, Fourth Military Medical University, Xi'an, People's Republic of China
| | - Fang Lin
- Department of Medical Laboratory and Research Center, Tangdu Hospital, Fourth Military Medical University, Xi'an, People's Republic of China
| | - Xi Wang
- Department of Medical Laboratory and Research Center, Tangdu Hospital, Fourth Military Medical University, Xi'an, People's Republic of China
| | - Min Long
- Department of Medical Laboratory and Research Center, Tangdu Hospital, Fourth Military Medical University, Xi'an, People's Republic of China
| | - Junxia Wei
- Department of Medical Laboratory and Research Center, Tangdu Hospital, Fourth Military Medical University, Xi'an, People's Republic of China
| | - Huizhong Zhang
- Department of Medical Laboratory and Research Center, Tangdu Hospital, Fourth Military Medical University, Xi'an, People's Republic of China
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7
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Abstract
We have developed a simple and totally in vitro selection procedure based on cell-free cotranslation using a highly stable and efficient in vitro virus (IVV). Cell-free cotranslation of tagged bait and prey proteins is advantageous for the formation of protein complexes and allows high-throughput analysis of protein-protein interactions (PPI) as a result of providing in vitro instead of in vivo preparation of bait proteins. The use of plural selection rounds and a two-step purification of the IVV selection, followed by in vitro post-selection, is advantageous for decreasing false positives. This simple IVV selection system based on cell-free cotranslation is applicable to high-throughput and comprehensive analysis of transcription factor networks.
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8
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Tokunaga M, Shiheido H, Hayakawa I, Utsumi A, Takashima H, Doi N, Horisawa K, Sakuma-Yonemura Y, Tabata N, Yanagawa H. Hereditary spastic paraplegia protein spartin is an FK506-binding protein identified by mRNA display. ACTA ACUST UNITED AC 2014; 20:935-42. [PMID: 23890011 DOI: 10.1016/j.chembiol.2013.05.011] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/15/2012] [Revised: 05/22/2013] [Accepted: 05/24/2013] [Indexed: 11/15/2022]
Abstract
Here, we used mRNA display to search for proteins that bind to FK506, a potent immunosuppressant drug, and identified spartin, a hereditary spastic paraplegia protein, from a human brain cDNA library. We demonstrated that FK506 binds to the C-terminal region of spartin and thereby inhibits the interaction of spartin with TIP47, one of the lipid droplet-associated proteins. We further confirmed that FK506 inhibits localization of spartin and its binder, an E3 ubiquitin ligase AIP4, in lipid droplets and increases the protein level of ADRP (adipose differentiation-related protein), which is a regulator of lipid homeostasis. These results strongly suggest that FK506 suppresses the proteasomal degradation of ADRP, a substrate of AIP4, by inhibiting the spartin-TIP47 interaction and thereby blocking the localization of spartin and AIP4 in lipid droplets.
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Affiliation(s)
- Mayuko Tokunaga
- Department of Biosciences and Informatics, Keio University, 3-14-1 Hiyoshi, Kohoku-ku, Yokohama 223-8522, Japan
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9
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Mitochondria-nucleus shuttling FK506-binding protein 51 interacts with TRAF proteins and facilitates the RIG-I-like receptor-mediated expression of type I IFN. PLoS One 2014; 9:e95992. [PMID: 24788966 PMCID: PMC4006813 DOI: 10.1371/journal.pone.0095992] [Citation(s) in RCA: 30] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/31/2014] [Accepted: 04/02/2014] [Indexed: 11/20/2022] Open
Abstract
Virus-derived double-stranded RNAs (dsRNAs) are sensed in the cytosol by retinoic acid-inducible gene (RIG)-I-like receptors (RLRs). These induce the expression of type I IFN and proinflammatory cytokines through signaling pathways mediated by the mitochondrial antiviral signaling (MAVS) protein. TNF receptor-associated factor (TRAF) family proteins are reported to facilitate the RLR-dependent expression of type I IFN by interacting with MAVS. However, the precise regulatory mechanisms remain unclear. Here, we show the role of FK506-binding protein 51 (FKBP51) in regulating the dsRNA-dependent expression of type I IFN. The binding of FKBP51 to TRAF6 was first identified by “in vitro virus” selection and was subsequently confirmed with a coimmunoprecipitation assay in HEK293T cells. The TRAF-C domain of TRAF6 is required for its interaction, although FKBP51 does not contain the consensus motif for interaction with the TRAF-C domain. Besides TRAF6, we found that FKBP51 also interacts with TRAF3. The depletion of FKBP51 reduced the expression of type I IFN induced by dsRNA transfection or Newcastle disease virus infection in murine fibroblasts. Consistent with this, the FKBP51 depletion attenuated dsRNA-mediated phosphorylations of IRF3 and JNK and nuclear translocation of RelA. Interestingly, dsRNA stimulation promoted the accumulation of FKBP51 in the mitochondria. Moreover, the overexpression of FKBP51 inhibited RLR-dependent transcriptional activation, suggesting a scaffolding function for FKBP51 in the MAVS-mediated signaling pathway. Overall, we have demonstrated that FKBP51 interacts with TRAF proteins and facilitates the expression of type I IFN induced by cytosolic dsRNA. These findings suggest a novel role for FKBP51 in the innate immune response to viral infection.
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10
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Ohashi H, Miyamoto-Sato E. Towards personalized medicine mediated by in vitro virus-based interactome approaches. Int J Mol Sci 2014; 15:6717-24. [PMID: 24756093 PMCID: PMC4013657 DOI: 10.3390/ijms15046717] [Citation(s) in RCA: 8] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/02/2014] [Revised: 03/24/2014] [Accepted: 04/09/2014] [Indexed: 01/31/2023] Open
Abstract
We have developed a simple in vitro virus (IVV) selection system based on cell-free co-translation, using a highly stable and efficient mRNA display method. The IVV system is applicable to the high-throughput and comprehensive analysis of proteins and protein–ligand interactions. Huge amounts of genomic sequence data have been generated over the last decade. The accumulated genetic alterations and the interactome networks identified within cells represent a universal feature of a disease, and knowledge of these aspects can help to determine the optimal therapy for the disease. The concept of the “integrome” has been developed as a means of integrating large amounts of data. We have developed an interactome analysis method aimed at providing individually-targeted health care. We also consider future prospects for this system.
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Affiliation(s)
- Hiroyuki Ohashi
- Division of Interactome Medical Sciences, the Institute of Medical Science, the University of Tokyo, 4-6-1 Shirokanedai, Minato-ku, Tokyo 108-8639, Japan.
| | - Etsuko Miyamoto-Sato
- Division of Interactome Medical Sciences, the Institute of Medical Science, the University of Tokyo, 4-6-1 Shirokanedai, Minato-ku, Tokyo 108-8639, Japan.
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11
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Miyamoto-Sato E. Next-generation sequencing coupled with a cell-free display technology for reliable interactome of translational factors. Methods Mol Biol 2014; 1164:23-32. [PMID: 24927832 DOI: 10.1007/978-1-4939-0805-9_3] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.1] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 06/03/2023]
Abstract
Next-generation sequencing (NGS) has been applied to various kinds of omics studies, resulting in many biological and medical discoveries. However, high-throughput protein-protein interactome datasets derived from detection by sequencing are scarce, because protein-protein interaction analysis requires many cell manipulations to examine the interactions. The low reliability of the high-throughput data is also a problem. Here, we describe a cell-free display technology combined with NGS that can improve both the coverage and reliability of interactome datasets. This in vitro method is suitable for exploring the interactome networks of transcription factors.
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Affiliation(s)
- Etsuko Miyamoto-Sato
- Division of Interactome Medical Sciences, The Institute of Medical Science, The University of Tokyo, 4-6-1 Shirokanedai, Minato-ku, Tokyo, 108-8639, Japan,
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12
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Tokunaga M, Shiheido H, Tabata N, Sakuma-Yonemura Y, Takashima H, Horisawa K, Doi N, Yanagawa H. MIP-2A is a novel target of an anilinoquinazoline derivative for inhibition of tumour cell proliferation. PLoS One 2013; 8:e76774. [PMID: 24098805 PMCID: PMC3786957 DOI: 10.1371/journal.pone.0076774] [Citation(s) in RCA: 5] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/11/2013] [Accepted: 09/02/2013] [Indexed: 11/19/2022] Open
Abstract
We recently identified a novel anilinoquinazoline derivative, Q15, as a potent apoptosis inducer in a panel of human cancer cell lines and determined that Q15 targets hCAP-G2, a subunit of condensin II complex, leading to abnormal cell division. However, whether the defect in normal cell division directly results in cell death remains unclear. Here, we used an mRNA display method on a microfluidic chip to search for other Q15-binding proteins. We identified an additional Q15-binding protein, MIP-2A (MBP-1 interacting protein-2A), which has been reported to interact with MBP-1, a repressor of the c-Myc promoter. Our results indicate that Q15 inhibits the interaction between MIP-2A and MBP-1 as well as the expression of c-Myc protein, thereby inducing cell death. This study suggests that the simultaneous targeting of hCAP-G2 and MIP-2A is a promising strategy for the development of antitumor drugs as a treatment for intractable tumours.
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Affiliation(s)
- Mayuko Tokunaga
- Department of Biosciences and Informatics, Keio University, Yokohama, Japan
| | - Hirokazu Shiheido
- Department of Biosciences and Informatics, Keio University, Yokohama, Japan
| | - Noriko Tabata
- Department of Biosciences and Informatics, Keio University, Yokohama, Japan
| | | | - Hideaki Takashima
- Department of Biosciences and Informatics, Keio University, Yokohama, Japan
| | - Kenichi Horisawa
- Department of Biosciences and Informatics, Keio University, Yokohama, Japan
| | - Nobuhide Doi
- Department of Biosciences and Informatics, Keio University, Yokohama, Japan
| | - Hiroshi Yanagawa
- Department of Biosciences and Informatics, Keio University, Yokohama, Japan
- * E-mail:
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13
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Ohashi H, Ishizaka M, Hirai N, Miyamoto-Sato E. Efficiency of puromycin-based technologies mediated by release factors and a ribosome recycling factor. Protein Eng Des Sel 2013; 26:533-7. [PMID: 23824411 PMCID: PMC3711395 DOI: 10.1093/protein/gzt031] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/13/2022] Open
Abstract
Two puromycin-based techniques, in vitro virus (IVV) and C-terminal labelling of proteins, were developed based on the observation that puromycin binds the C-terminus of a protein. Puromycin technology is a useful tool for the detection of proteins and analysis of protein–protein interactions (PPIs); however, problems arise due to the existence of stop codons in the native mRNAs. Release factors (RFs) that enter the A-site of the ribosome at stop codons compete with puromycin. To overcome this issue, we have used a highly controllable reconstituted cell-free system for puromycin-based techniques, and observed efficient IVV formation and C-terminal labelling using templates possessing a stop codon. The optimal conditions of IVV formation using templates possessing a stop codon was RF (−), while that of C-terminal labelling was RF (−) and the ribosome recycling factor (RRF) (+). Thus, we have overcome the experimental limitations of conventional IVV. In addition, we discovered that RRF significantly increases the efficiency of C-terminal protein labelling, but not IVV formation.
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Affiliation(s)
- Hiroyuki Ohashi
- Division of Interactome Medical Sciences, The Institute of Medical Science, The University of Tokyo, 4-6-1, Shirokanedai Minato-ku, Tokyo 108-8639, Japan
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14
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Yanagawa H. Exploration of the Origin and Evolution of Globular Proteins by mRNA Display. Biochemistry 2013; 52:3841-51. [DOI: 10.1021/bi301704x] [Citation(s) in RCA: 6] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/16/2023]
Affiliation(s)
- Hiroshi Yanagawa
- Department of Biosciences and Informatics,
Faculty
of Sciences and Technology, Keio University, 3-14-1, Hiyoshi, Kohoku-ku, Yokohama 223-8522, Japan
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15
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Fujimori S, Hirai N, Ohashi H, Masuoka K, Nishikimi A, Fukui Y, Washio T, Oshikubo T, Yamashita T, Miyamoto-Sato E. Next-generation sequencing coupled with a cell-free display technology for high-throughput production of reliable interactome data. Sci Rep 2012; 2:691. [PMID: 23056904 PMCID: PMC3466446 DOI: 10.1038/srep00691] [Citation(s) in RCA: 23] [Impact Index Per Article: 1.9] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/30/2012] [Accepted: 09/07/2012] [Indexed: 11/09/2022] Open
Abstract
Next-generation sequencing (NGS) has been applied to various kinds of omics studies, resulting in many biological and medical discoveries. However, high-throughput protein-protein interactome datasets derived from detection by sequencing are scarce, because protein-protein interaction analysis requires many cell manipulations to examine the interactions. The low reliability of the high-throughput data is also a problem. Here, we describe a cell-free display technology combined with NGS that can improve both the coverage and reliability of interactome datasets. The completely cell-free method gives a high-throughput and a large detection space, testing the interactions without using clones. The quantitative information provided by NGS reduces the number of false positives. The method is suitable for the in vitro detection of proteins that interact not only with the bait protein, but also with DNA, RNA and chemical compounds. Thus, it could become a universal approach for exploring the large space of protein sequences and interactome networks.
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Affiliation(s)
- Shigeo Fujimori
- Division of Interactome Medical Sciences, The Institute of Medical Science, The University of Tokyo, Tokyo, Japan
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16
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Shiheido H, Naito Y, Kimura H, Genma H, Takashima H, Tokunaga M, Ono T, Hirano T, Du W, Yamada T, Doi N, Iijima S, Hattori Y, Yanagawa H. An anilinoquinazoline derivative inhibits tumor growth through interaction with hCAP-G2, a subunit of condensin II. PLoS One 2012; 7:e44889. [PMID: 23028663 PMCID: PMC3441599 DOI: 10.1371/journal.pone.0044889] [Citation(s) in RCA: 10] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/28/2012] [Accepted: 08/15/2012] [Indexed: 11/18/2022] Open
Abstract
We screened 46 novel anilinoquinazoline derivatives for activity to inhibit proliferation of a panel of human cancer cell lines. Among them, Q15 showed potent in vitro growth-inhibitory activity towards cancer cell lines derived from colorectal cancer, lung cancer and multiple myeloma. It also showed antitumor activity towards multiple myeloma KMS34 tumor xenografts in lcr/scid mice in vivo. Unlike the known anilinoquinazoline derivative gefitinib, Q15 did not inhibit cytokine-mediated intracellular tyrosine phosphorylation. Using our mRNA display technology, we identified hCAP-G2, a subunit of condensin II complex, which is regarded as a key player in mitotic chromosome condensation, as a Q15 binding partner. Immunofluorescence study indicated that Q15 compromises normal segregation of chromosomes, and therefore might induce apoptosis. Thus, our results indicate that hCAP-G2 is a novel therapeutic target for development of drugs active against currently intractable neoplasms.
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Affiliation(s)
- Hirokazu Shiheido
- Department of Biosciences and Informatics, Keio University, Kohoku-ku, Yokohama, Japan
| | - Yuhei Naito
- Clinical Physiology and Therapeutics, Faculty of Pharmacy, Keio University, Minato-ku, Tokyo, Japan
| | - Hironobu Kimura
- Department of Biosciences and Informatics, Keio University, Kohoku-ku, Yokohama, Japan
| | - Hiroaki Genma
- Department of Biosciences and Informatics, Keio University, Kohoku-ku, Yokohama, Japan
| | - Hideaki Takashima
- Department of Biosciences and Informatics, Keio University, Kohoku-ku, Yokohama, Japan
| | - Mayuko Tokunaga
- Department of Biosciences and Informatics, Keio University, Kohoku-ku, Yokohama, Japan
| | - Takao Ono
- Chromosome Dynamics Laboratory, RIKEN Advanced Science Institute, Wako, Saitama, Japan
| | - Tatsuya Hirano
- Chromosome Dynamics Laboratory, RIKEN Advanced Science Institute, Wako, Saitama, Japan
| | - Wenlin Du
- Department of Pathology, School of Medicine, Keio University, Shinjuku-ku, Tokyo, Japan
| | - Taketo Yamada
- Department of Pathology, School of Medicine, Keio University, Shinjuku-ku, Tokyo, Japan
| | - Nobuhide Doi
- Department of Biosciences and Informatics, Keio University, Kohoku-ku, Yokohama, Japan
| | - Shiro Iijima
- Clinical Physiology and Therapeutics, Faculty of Pharmacy, Keio University, Minato-ku, Tokyo, Japan
| | - Yutaka Hattori
- Clinical Physiology and Therapeutics, Faculty of Pharmacy, Keio University, Minato-ku, Tokyo, Japan
| | - Hiroshi Yanagawa
- Department of Biosciences and Informatics, Keio University, Kohoku-ku, Yokohama, Japan
- * E-mail:
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17
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Shiheido H, Terada F, Tabata N, Hayakawa I, Matsumura N, Takashima H, Ogawa Y, Du W, Yamada T, Shoji M, Sugai T, Doi N, Iijima S, Hattori Y, Yanagawa H. A phthalimide derivative that inhibits centrosomal clustering is effective on multiple myeloma. PLoS One 2012; 7:e38878. [PMID: 22761710 PMCID: PMC3382596 DOI: 10.1371/journal.pone.0038878] [Citation(s) in RCA: 21] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/26/2011] [Accepted: 05/14/2012] [Indexed: 11/18/2022] Open
Abstract
Despite the introduction of newly developed drugs such as lenalidomide and bortezomib, patients with multiple myeloma are still difficult to treat and have a poor prognosis. In order to find novel drugs that are effective for multiple myeloma, we tested the antitumor activity of 29 phthalimide derivatives against several multiple myeloma cell lines. Among these derivatives, 2-(2,6-diisopropylphenyl)-5-amino-1H-isoindole-1,3- dione (TC11) was found to be a potent inhibitor of tumor cell proliferation and an inducer of apoptosis via activation of caspase-3, 8 and 9. This compound also showed in vivo activity against multiple myeloma cell line KMS34 tumor xenografts in ICR/SCID mice. By means of mRNA display selection on a microfluidic chip, the target protein of TC11 was identified as nucleophosmin 1 (NPM). Binding of TC11 and NPM monomer was confirmed by surface plasmon resonance. Immunofluorescence and NPM knockdown studies in HeLa cells suggested that TC11 inhibits centrosomal clustering by inhibiting the centrosomal-regulatory function of NPM, thereby inducing multipolar mitotic cells, which undergo apoptosis. NPM may become a novel target for development of antitumor drugs active against multiple myeloma.
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Affiliation(s)
- Hirokazu Shiheido
- Department of Biosciences and Informatics, Keio University, Hiyoshi, Kohoku-ku, Yokohama, Japan
| | - Fukiko Terada
- Clinical Physiology and Therapeutics, Faculty of Pharmacy, Keio University, Minato-ku, Tokyo, Japan
| | - Noriko Tabata
- Department of Biosciences and Informatics, Keio University, Hiyoshi, Kohoku-ku, Yokohama, Japan
| | - Ichigo Hayakawa
- Department of Biosciences and Informatics, Keio University, Hiyoshi, Kohoku-ku, Yokohama, Japan
| | - Nobutaka Matsumura
- Department of Biosciences and Informatics, Keio University, Hiyoshi, Kohoku-ku, Yokohama, Japan
| | - Hideaki Takashima
- Department of Biosciences and Informatics, Keio University, Hiyoshi, Kohoku-ku, Yokohama, Japan
| | - Yoko Ogawa
- Department of Biosciences and Informatics, Keio University, Hiyoshi, Kohoku-ku, Yokohama, Japan
| | - Wenlin Du
- Department of Pathology, School of Medicine, Keio University, Shinjuku-ku, Tokyo, Japan
| | - Taketo Yamada
- Department of Pathology, School of Medicine, Keio University, Shinjuku-ku, Tokyo, Japan
| | - Mitsuru Shoji
- Organic and Biocatalytic Chemistry, Faculty of Pharmacy, Keio University, Minato-ku, Tokyo, Japan
| | - Takeshi Sugai
- Organic and Biocatalytic Chemistry, Faculty of Pharmacy, Keio University, Minato-ku, Tokyo, Japan
| | - Nobuhide Doi
- Department of Biosciences and Informatics, Keio University, Hiyoshi, Kohoku-ku, Yokohama, Japan
| | - Shiro Iijima
- Clinical Physiology and Therapeutics, Faculty of Pharmacy, Keio University, Minato-ku, Tokyo, Japan
| | - Yutaka Hattori
- Clinical Physiology and Therapeutics, Faculty of Pharmacy, Keio University, Minato-ku, Tokyo, Japan
| | - Hiroshi Yanagawa
- Department of Biosciences and Informatics, Keio University, Hiyoshi, Kohoku-ku, Yokohama, Japan
- * E-mail:
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18
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Kozlov IA, Thomsen ER, Munchel SE, Villegas P, Capek P, Gower AJ, Pond SJK, Chudin E, Chee MS. A highly scalable peptide-based assay system for proteomics. PLoS One 2012; 7:e37441. [PMID: 22701568 PMCID: PMC3373263 DOI: 10.1371/journal.pone.0037441] [Citation(s) in RCA: 16] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/13/2012] [Accepted: 04/19/2012] [Indexed: 11/18/2022] Open
Abstract
We report a scalable and cost-effective technology for generating and screening high-complexity customizable peptide sets. The peptides are made as peptide-cDNA fusions by in vitro transcription/translation from pools of DNA templates generated by microarray-based synthesis. This approach enables large custom sets of peptides to be designed in silico, manufactured cost-effectively in parallel, and assayed efficiently in a multiplexed fashion. The utility of our peptide-cDNA fusion pools was demonstrated in two activity-based assays designed to discover protease and kinase substrates. In the protease assay, cleaved peptide substrates were separated from uncleaved and identified by digital sequencing of their cognate cDNAs. We screened the 3,011 amino acid HCV proteome for susceptibility to cleavage by the HCV NS3/4A protease and identified all 3 known trans cleavage sites with high specificity. In the kinase assay, peptide substrates phosphorylated by tyrosine kinases were captured and identified by sequencing of their cDNAs. We screened a pool of 3,243 peptides against Abl kinase and showed that phosphorylation events detected were specific and consistent with the known substrate preferences of Abl kinase. Our approach is scalable and adaptable to other protein-based assays.
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Affiliation(s)
- Igor A Kozlov
- Prognosys Biosciences Inc., La Jolla, California, United States of America.
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19
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Mochizuki Y, Biyani M, Tsuji-Ueno S, Suzuki M, Nishigaki K, Husimi Y, Nemoto N. One-pot preparation of mRNA/cDNA display by a novel and versatile puromycin-linker DNA. ACS COMBINATORIAL SCIENCE 2011; 13:478-85. [PMID: 21766868 DOI: 10.1021/co2000295] [Citation(s) in RCA: 30] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 11/29/2022]
Abstract
A rapid, easy, and robust preparation method for mRNA/cDNA display using a newly designed puromycin-linker DNA is presented. The new linker is structurally simple, easy to synthesize, and cost-effective for use in "in vitro peptide and protein selection". An introduction of RNase T1 nuclease site to the new linker facilitates the easy recovery of mRNA/cDNA displayed protein by an improvement of the efficiency of ligating the linker to mRNAs and efficient release of mRNA/cDNA displayed protein from the solid-phase (magnetic bead). For application demonstration, affinity selections were successfully performed. Furthermore, we introduced a "one-pot" preparation protocol to perform mRNA display easy. Unlike conventional approaches that require tedious and downstream multistep process including purification, this protocol will make the mRNA/cDNA display methods more practical and convenient and also facilitate the development of next-generation, high-throughput mRNA/cDNA display systems amenable to automation.
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Affiliation(s)
- Yuki Mochizuki
- Graduate School of Science and Engineering, Saitama University, 255 Shimo-Okubo, Sakura-ku, Saitama 338-8570, Japan
| | - Manish Biyani
- Institute of Engineering Innovation, The University of Tokyo, 2-11-16, Yayoi, Bunkyo-ku, Tokyo 113-8656, Japan
- Core Research of Evolutional Science & Technology (CREST), Japan Science and Technology Agency, 5 Sanbancho, Chiyoda-ku, Tokyo 102-0075, Japan
| | - Sachika Tsuji-Ueno
- Graduate School of Science and Engineering, Saitama University, 255 Shimo-Okubo, Sakura-ku, Saitama 338-8570, Japan
| | - Miho Suzuki
- Graduate School of Science and Engineering, Saitama University, 255 Shimo-Okubo, Sakura-ku, Saitama 338-8570, Japan
| | - Koichi Nishigaki
- Graduate School of Science and Engineering, Saitama University, 255 Shimo-Okubo, Sakura-ku, Saitama 338-8570, Japan
| | - Yuzuru Husimi
- Innovative Research Organization, Saitama University, 255 Shimo-Okubo, Sakura-ku, Saitama 338-8570, Japan
| | - Naoto Nemoto
- Graduate School of Science and Engineering, Saitama University, 255 Shimo-Okubo, Sakura-ku, Saitama 338-8570, Japan
- Janusys Corporation, 508 Saitama Industrial Technology Center, 3-12-18 Kamiaoki, Kawaguchi, Saitama 333-0844, Japan
- Core Research of Evolutional Science & Technology (CREST), Japan Science and Technology Agency, 5 Sanbancho, Chiyoda-ku, Tokyo 102-0075, Japan
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20
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Seelig B. mRNA display for the selection and evolution of enzymes from in vitro-translated protein libraries. Nat Protoc 2011; 6:540-52. [DOI: 10.1038/nprot.2011.312] [Citation(s) in RCA: 50] [Impact Index Per Article: 3.8] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/10/2022]
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21
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Shiheido H, Takashima H, Doi N, Yanagawa H. mRNA display selection of an optimized MDM2-binding peptide that potently inhibits MDM2-p53 interaction. PLoS One 2011; 6:e17898. [PMID: 21423613 PMCID: PMC3057987 DOI: 10.1371/journal.pone.0017898] [Citation(s) in RCA: 22] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/13/2010] [Accepted: 02/14/2011] [Indexed: 12/17/2022] Open
Abstract
p53 is a tumor suppressor protein that prevents tumorigenesis through cell cycle arrest or apoptosis of cells in response to cellular stress such as DNA damage. Because the oncoprotein MDM2 interacts with p53 and inhibits its activity, MDM2-p53 interaction has been a major target for the development of anticancer drugs. While previous studies have used phage display to identify peptides (such as DI) that inhibit the MDM2-p53 interaction, these peptides were not sufficiently optimized because the size of the phage-displayed random peptide libraries did not cover all of the possible sequences. In this study, we performed selection of MDM2-binding peptides from large random peptide libraries in two stages using mRNA display. We identified an optimal peptide named MIP that inhibited the MDM2-p53 and MDMX-p53 interactions 29- and 13-fold more effectively than DI, respectively. Expression of MIP fused to the thioredoxin scaffold protein in living cells by adenovirus caused stabilization of p53 through its interaction with MDM2, resulting in activation of the p53 pathway. Furthermore, expression of MIP also inhibited tumor cell proliferation in a p53-dependent manner more potently than DI. These results show that two-stage, mRNA-displayed peptide selection is useful for the rapid identification of potent peptides that target oncoproteins.
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Affiliation(s)
- Hirokazu Shiheido
- Department of Biosciences and Informatics, Keio University, Yokohama, Japan
| | - Hideaki Takashima
- Department of Biosciences and Informatics, Keio University, Yokohama, Japan
| | - Nobuhide Doi
- Department of Biosciences and Informatics, Keio University, Yokohama, Japan
| | - Hiroshi Yanagawa
- Department of Biosciences and Informatics, Keio University, Yokohama, Japan
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22
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Tanaka J, Doi N, Takashima H, Yanagawa H. Comparative characterization of random-sequence proteins consisting of 5, 12, and 20 kinds of amino acids. Protein Sci 2010; 19:786-95. [PMID: 20162614 DOI: 10.1002/pro.358] [Citation(s) in RCA: 27] [Impact Index Per Article: 1.9] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/22/2022]
Abstract
Screening of functional proteins from a random-sequence library has been used to evolve novel proteins in the field of evolutionary protein engineering. However, random-sequence proteins consisting of the 20 natural amino acids tend to aggregate, and the occurrence rate of functional proteins in a random-sequence library is low. From the viewpoint of the origin of life, it has been proposed that primordial proteins consisted of a limited set of amino acids that could have been abundantly formed early during chemical evolution. We have previously found that members of a random-sequence protein library constructed with five primitive amino acids show high solubility (Doi et al., Protein Eng Des Sel 2005;18:279-284). Although such a library is expected to be appropriate for finding functional proteins, the functionality may be limited, because they have no positively charged amino acid. Here, we constructed three libraries of 120-amino acid, random-sequence proteins using alphabets of 5, 12, and 20 amino acids by preselection using mRNA display (to eliminate sequences containing stop codons and frameshifts) and characterized and compared the structural properties of random-sequence proteins arbitrarily chosen from these libraries. We found that random-sequence proteins constructed with the 12-member alphabet (including five primitive amino acids and positively charged amino acids) have higher solubility than those constructed with the 20-member alphabet, though other biophysical properties are very similar in the two libraries. Thus, a library of moderate complexity constructed from 12 amino acids may be a more appropriate resource for functional screening than one constructed from 20 amino acids.
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Affiliation(s)
- Junko Tanaka
- Department of Biosciences and Informatics, Keio University, Yokohama 223-8522, Japan
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23
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Matsumura N, Tsuji T, Sumida T, Kokubo M, Onimaru M, Doi N, Takashima H, Miyamoto-Sato E, Yanagawa H. mRNA display selection of a high-affinity, Bcl-X(L)-specific binding peptide. FASEB J 2010; 24:2201-10. [PMID: 20181936 DOI: 10.1096/fj.09-143008] [Citation(s) in RCA: 13] [Impact Index Per Article: 0.9] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/11/2022]
Abstract
Bcl-X(L), an antiapoptotic member of the Bcl-2 family, is a mitochondrial protein that inhibits activation of Bax and Bak, which commit the cell to apoptosis, and it therefore represents a potential target for drug discovery. Peptides have potential as therapeutic molecules because they can be designed to engage a larger portion of the target protein with higher specificity. In the present study, we selected 16-mer peptides that interact with Bcl-X(L) from random and degenerate peptide libraries using mRNA display. The selected peptides have sequence similarity with the Bcl-2 family BH3 domains, and one of them has higher affinity (IC(50)=0.9 microM) than Bak BH3 (IC(50)=11.8 microM) for Bcl-X(L) in vitro. We also found that GFP fusions of the selected peptides specifically interact with Bcl-X(L), localize in mitochondria, and induce cell death. Further, a chimeric molecule, in which the BH3 domain of Bak protein was replaced with a selected peptide, retained the ability to bind specifically to Bcl-X(L). These results demonstrate that this selected peptide specifically antagonizes the function of Bcl-X(L) and overcomes the effects of Bcl-X(L) in intact cells. We suggest that mRNA display is a powerful technique to identify peptide inhibitors with high affinity and specificity for disease-related proteins.
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Affiliation(s)
- Nobutaka Matsumura
- Department of Biosciences and Informatics, Keio University, 3-14-1 Hiyoshi, Kohoku-ku, Yokohama 223-8522, Japan
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24
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Miyamoto-Sato E, Fujimori S, Ishizaka M, Hirai N, Masuoka K, Saito R, Ozawa Y, Hino K, Washio T, Tomita M, Yamashita T, Oshikubo T, Akasaka H, Sugiyama J, Matsumoto Y, Yanagawa H. A comprehensive resource of interacting protein regions for refining human transcription factor networks. PLoS One 2010; 5:e9289. [PMID: 20195357 PMCID: PMC2827538 DOI: 10.1371/journal.pone.0009289] [Citation(s) in RCA: 53] [Impact Index Per Article: 3.8] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/09/2009] [Accepted: 01/05/2010] [Indexed: 11/24/2022] Open
Abstract
Large-scale data sets of protein-protein interactions (PPIs) are a valuable resource for mapping and analysis of the topological and dynamic features of interactome networks. The currently available large-scale PPI data sets only contain information on interaction partners. The data presented in this study also include the sequences involved in the interactions (i.e., the interacting regions, IRs) suggested to correspond to functional and structural domains. Here we present the first large-scale IR data set obtained using mRNA display for 50 human transcription factors (TFs), including 12 transcription-related proteins. The core data set (966 IRs; 943 PPIs) displays a verification rate of 70%. Analysis of the IR data set revealed the existence of IRs that interact with multiple partners. Furthermore, these IRs were preferentially associated with intrinsic disorder. This finding supports the hypothesis that intrinsically disordered regions play a major role in the dynamics and diversity of TF networks through their ability to structurally adapt to and bind with multiple partners. Accordingly, this domain-based interaction resource represents an important step in refining protein interactions and networks at the domain level and in associating network analysis with biological structure and function.
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Affiliation(s)
- Etsuko Miyamoto-Sato
- Advanced Research Centers, Keio University, Yokohama, Japan
- Department of Biosciences and Informatics, Faculty of Science and Technology, Keio University, Yokohama, Japan
- * E-mail: (HY); (EM-S)
| | | | - Masamichi Ishizaka
- Department of Biosciences and Informatics, Faculty of Science and Technology, Keio University, Yokohama, Japan
| | - Naoya Hirai
- Advanced Research Centers, Keio University, Yokohama, Japan
| | - Kazuyo Masuoka
- Advanced Research Centers, Keio University, Yokohama, Japan
| | - Rintaro Saito
- Department of Environment and Information Studies, Keio University, Fujisawa, Japan
| | - Yosuke Ozawa
- Systems Biology Program, Graduate School of Media and Governance, Keio University, Fujisawa, Japan
| | - Katsuya Hino
- Advanced Research Centers, Keio University, Yokohama, Japan
- Department of Biosciences and Informatics, Faculty of Science and Technology, Keio University, Yokohama, Japan
| | - Takanori Washio
- Department of Biosciences and Informatics, Faculty of Science and Technology, Keio University, Yokohama, Japan
| | - Masaru Tomita
- Department of Environment and Information Studies, Keio University, Fujisawa, Japan
| | - Tatsuhiro Yamashita
- Department of Biosciences and Informatics, Faculty of Science and Technology, Keio University, Yokohama, Japan
- BioIT Business Development Unit, Fujitsu Limited, Chiba, Japan
| | - Tomohiro Oshikubo
- Department of Biosciences and Informatics, Faculty of Science and Technology, Keio University, Yokohama, Japan
- Production Solution Business Unit, Production Solution Division, Solutions and Services Department, Fujitsu Advanced Engineering Limited, Tokyo, Japan
| | - Hidetoshi Akasaka
- Department of Biosciences and Informatics, Faculty of Science and Technology, Keio University, Yokohama, Japan
- Production Solution Business Unit, Production Solution Division, Solutions and Services Department, Fujitsu Advanced Engineering Limited, Tokyo, Japan
| | - Jun Sugiyama
- Department of Biosciences and Informatics, Faculty of Science and Technology, Keio University, Yokohama, Japan
- Special Suite Team, Custom Primer Production Department, Haneda Laboratories, Invitrogen Japan K.K., Tokyo, Japan
| | - Yasuo Matsumoto
- Department of Biosciences and Informatics, Faculty of Science and Technology, Keio University, Yokohama, Japan
- Automation, QIAGEN K.K., Tokyo, Japan
| | - Hiroshi Yanagawa
- Advanced Research Centers, Keio University, Yokohama, Japan
- Department of Biosciences and Informatics, Faculty of Science and Technology, Keio University, Yokohama, Japan
- * E-mail: (HY); (EM-S)
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25
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Tsuji T, Onimaru M, Doi N, Miyamoto-Sato E, Takashima H, Yanagawa H. In vitro selection of GTP-binding proteins by block shuffling of estrogen-receptor fragments. Biochem Biophys Res Commun 2009; 390:689-93. [DOI: 10.1016/j.bbrc.2009.10.029] [Citation(s) in RCA: 8] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/23/2009] [Accepted: 10/07/2009] [Indexed: 11/26/2022]
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26
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Yamaguchi J, Naimuddin M, Biyani M, Sasaki T, Machida M, Kubo T, Funatsu T, Husimi Y, Nemoto N. cDNA display: a novel screening method for functional disulfide-rich peptides by solid-phase synthesis and stabilization of mRNA-protein fusions. Nucleic Acids Res 2009; 37:e108. [PMID: 19528071 PMCID: PMC2760808 DOI: 10.1093/nar/gkp514] [Citation(s) in RCA: 82] [Impact Index Per Article: 5.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/19/2022] Open
Abstract
We report a robust display technology for the screening of disulfide-rich peptides, based on cDNA–protein fusions, by developing a novel and versatile puromycin-linker DNA. This linker comprises four major portions: a ‘ligation site’ for T4 RNA ligase, a ‘biotin site’ for solid-phase handling, a ‘reverse transcription primer site’ for the efficient and rapid conversion from an unstable mRNA–protein fusion (mRNA display) to a stable mRNA/cDNA–protein fusion (cDNA display) whose cDNA is covalently linked to its encoded protein and a ‘restriction enzyme site’ for the release of a complex from the solid support. This enables not only stabilizing mRNA–protein fusions but also promoting both protein folding and disulfide shuffling reactions. We evaluated the performance of cDNA display in different model systems and demonstrated an enrichment efficiency of 20-fold per selection round. Selection of a 32-residue random library against interleukin-6 receptor generated novel peptides containing multiple disulfide bonds with a unique linkage for its function. The peptides were found to bind with the target in the low nanomolar range. These results show the suitability of our method for in vitro selections of disulfide-rich proteins and other potential applications.
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Affiliation(s)
- Junichi Yamaguchi
- Rational Evolutionary Design of Advanced Biomolecules, Saitama Small Enterprise Promotion Corporation, Saitama Industrial Technology Center, Kawaguchi, Saitama 333-0844, Japan
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27
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Tabata N, Sakuma Y, Honda Y, Doi N, Takashima H, Miyamoto-Sato E, Yanagawa H. Rapid antibody selection by mRNA display on a microfluidic chip. Nucleic Acids Res 2009; 37:e64. [PMID: 19336414 PMCID: PMC2677893 DOI: 10.1093/nar/gkp184] [Citation(s) in RCA: 31] [Impact Index Per Article: 2.1] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/25/2023] Open
Abstract
In vitro antibody-display technologies are powerful approaches for isolating monoclonal antibodies from recombinant antibody libraries. However, these display techniques require several rounds of affinity selection which is time-consuming. Here, we combined mRNA display with a microfluidic system for in vitro selection and evolution of antibodies and achieved ultrahigh enrichment efficiency of 106- to 108-fold per round. After only one or two rounds of selection, antibodies with high affinity and specificity were obtained from naïve and randomized single-chain Fv libraries of ∼1012 molecules. Furthermore, we confirmed that not only protein–protein (antigen–antibody) interactions, but also protein–DNA and protein–drug interactions were selected with ultrahigh efficiencies. This method will facilitate high-throughput preparation of antibodies and identification of protein interactions in proteomic and therapeutic fields.
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Affiliation(s)
- Noriko Tabata
- Department of Biosciences and Informatics, Keio University, 3-14-1 Hiyoshi, Kohoku-ku, Yokohama 223-8522, Japan
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28
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Shen X, Xi G, Radhakrishnan Y, Clemmons DR. Identification of novel SHPS-1-associated proteins and their roles in regulation of insulin-like growth factor-dependent responses in vascular smooth muscle cells. Mol Cell Proteomics 2009; 8:1539-51. [PMID: 19299420 DOI: 10.1074/mcp.m800543-mcp200] [Citation(s) in RCA: 20] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/06/2022] Open
Abstract
Tyrosine phosphatase non-receptor type substrate-1 (SHPS-1), a transmembrane protein, plays a vital role in cell migration and proliferation. Our previous studies have shown that insulin-like growth factor-I (IGF-I) stimulates SHPS-1 phosphorylation, leading to recruitment of SHP-2, c-Src, Shc, and Grb2.p85 to phosphorylated SHPS-1. Assembly of this signaling complex is required for optimal stimulation of both mitogen-activated protein and phosphatidylinositol 3-kinase pathways. The main aim of the present study was to identify novel proteins that interacted with the cytoplasmic domain of SHPS-1 (SHPS-1/CD) in response to IGF-I stimulation and define the role of these interactions in mediating specific biological functions. We performed a functional proteomic screening to identify SHPS-1 binding partners using combination of mRNA display and the tandem affinity purification-tag methods. Screening identified a number of proteins not previously known to interact with phosphorylated SHPS-1/CD. These novel SHPS-1 binding partners represent several functional categories including heat shock proteins, protein kinases and phosphatases, and proteins that regulate transcription or translation. In Vivo and in vitro studies suggested that most of the proteins bound to SHPS-1 via binding to one of the four SH2 domain containing proteins, SHP-2, CTK, SUPT6H, and STAT1, that directly bound to SHPS-1. Although the binding of most of these proteins to SHPS-1 was positively regulated by IGF-I, a few were negatively regulated, suggesting differential regulation of protein complexes assembled on SHPS-1/CD in response to IGF-I. Further studies showed that truncation of SHPS-1/CD significantly impaired IGF-I-dependent AKT signal transduction and subsequent biological functions including cell survival, protein synthesis, protein aggregation, and prevention of apoptosis. The results emphasize the importance of formation of SHPS-1 signaling complex induced by IGF-I and provide novel insights into our knowledge of the role of this molecular scaffold in regulation of IGF-I-stimulated signal transduction and biological actions.
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Affiliation(s)
- Xinchun Shen
- Department of Medicine, University of North Carolina, School of Medicine, Chapel Hill, North Carolina 27599, USA
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29
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Shiratori M, Kobayashi T, Shibui T. Identification of Amino Acids Essential for Antibody Binding by mRNA-Display Using a Random Peptide Library: An Anti-Human Tumor Protein p53 Antibody as a Model. Mol Biotechnol 2008; 41:99-105. [DOI: 10.1007/s12033-008-9113-0] [Citation(s) in RCA: 8] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/29/2008] [Accepted: 03/20/2008] [Indexed: 01/02/2023]
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30
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Miyamoto-Sato E, Yanagawa H. Toward functional analysis of protein interactome using “in vitrovirus”:In silicoanalyses of Fos/Jun interactors. J Drug Target 2008; 14:505-11. [PMID: 17062397 DOI: 10.1080/10611860600845017] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/24/2022]
Abstract
Our high-throughput in vitro virus (IVV) method for selection of protein-protein interactions (PPI) and complexes, based on a simple cell-free co-translation and selection followed by computational sequence data analysis, was previously used to identify 31 Fos and Jun interactors. Here, in silico analyses of biological function, localization and phenotype of these AP-1 (Fos/Jun) interactors were performed. The results suggest that Fos and Jun do not necessarily work together, but also interact separately with novel interactors, including products of disease-related genes. Fos showed transcription-related activities, while Jun interacted with motor-related and structural proteins. The reliability of the IVV selection for the Fos interactors was further confirmed by means of in vitro reciprocal prey and bait protein experiments and co-immunoprecipitation. Further study of these novel interactors may provide clues to new pathways or mechanisms of biological functions and diseases.
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Affiliation(s)
- Etsuko Miyamoto-Sato
- Department of Biosciences and Informatics, Faculty of Science and Technology, Keio University, Yokohama, 223-8522, Japan
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31
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Isolation of cross-reacting antigen candidates by mRNA-display using a mixed cDNA library. Biotechnol Lett 2008; 30:2037-43. [DOI: 10.1007/s10529-008-9803-5] [Citation(s) in RCA: 5] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/12/2008] [Revised: 06/23/2008] [Accepted: 06/27/2008] [Indexed: 10/21/2022]
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32
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Use of cDNA tiling arrays for identifying protein interactions selected by in vitro display technologies. PLoS One 2008; 3:e1646. [PMID: 18286201 PMCID: PMC2241667 DOI: 10.1371/journal.pone.0001646] [Citation(s) in RCA: 6] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/21/2007] [Accepted: 01/28/2008] [Indexed: 11/19/2022] Open
Abstract
In vitro display technologies such as mRNA display are powerful screening tools for protein interaction analysis, but the final cloning and sequencing processes represent a bottleneck, resulting in many false negatives. Here we describe an application of tiling array technology to identify specifically binding proteins selected with the in vitro virus (IVV) mRNA display technology. We constructed transcription-factor tiling (TFT) arrays containing approximately 1,600 open reading frame sequences of known and predicted mouse transcription-regulatory factors (334,372 oligonucleotides, 50-mer in length) to analyze cDNA fragments from mRNA-display screening for Jun-associated proteins. The use of the TFT arrays greatly increased the coverage of known Jun-interactors to 28% (from 14% with the cloning and sequencing approach), without reducing the accuracy ( approximately 75%). This method could detect even targets with extremely low expression levels (less than a single mRNA copy per cell in whole brain tissue). This highly sensitive and reliable method should be useful for high-throughput protein interaction analysis on a genome-wide scale.
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33
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Ueno S, Arai H, Suzuki M, Husimi Y. An mRNA-protein fusion at N-terminus for evolutionary protein engineering. Int J Biol Sci 2007; 3:365-74. [PMID: 17848981 PMCID: PMC1975775 DOI: 10.7150/ijbs.3.365] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/08/2007] [Accepted: 08/27/2007] [Indexed: 11/26/2022] Open
Abstract
A novel method to link a nascent protein (phenotype) to its mRNA (genotype) covalently through the N-terminus was developed. The mRNA harboring amber stop codon at just downstream of initiation site was hybridized with hydrazide-modified ssDNA at upstream of coding region and was ligated to the DNA. This construct was then modified with 4-acetyl-phenylalanyl amber suppressor tRNA. This modified construct was fused with the nascent protein via the phenylalanine derivative when the mRNA uses the amber suppressor tRNA to decode the amber stop codon. The obtained fusion molecule was used successfully in selective enrichment experiments. It will be applicable for high-through-put screening in evolutionary protein engineering. In contrast to fusion molecules generated by other methods in which the protein is linked to genotype molecule through the C- terminus, our fusion molecule will serve to select a protein for which the C-terminus is essential to be active.
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Affiliation(s)
- Shingo Ueno
- Department of Functional Materials Science, Saitama University, Shimo-okubo, Sakura-ku, Saitama, Japan
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34
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Hino M, Kataoka M, Kajimoto K, Yamamoto T, Kido JI, Shinohara Y, Baba Y. Efficiency of cell-free protein synthesis based on a crude cell extract from Escherichia coli, wheat germ, and rabbit reticulocytes. J Biotechnol 2007; 133:183-9. [PMID: 17826860 DOI: 10.1016/j.jbiotec.2007.08.008] [Citation(s) in RCA: 24] [Impact Index Per Article: 1.4] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/12/2007] [Revised: 07/05/2007] [Accepted: 08/01/2007] [Indexed: 11/18/2022]
Abstract
The efficiency of protein synthesis for glyceraldehyde-3-phosphate dehydrogenase (G3PDH) was examined with several in vitro coupled transcription/translation protein synthesis systems based on Escherichia coli lysate, wheat germ, or reticulocyte lysate, and an in vitro translation system based on wheat germ extract. A significant amount of protein synthesis was observed only in systems based on E. coli using pET/G3PDH as the expression vector. A remarkable increase of protein synthesis was obtained in wheat germ using a pT(N)T expression vector which contains a 5'-globin leader sequence and a synthetic poly(A)(30) tail instead of pET. A significant difference of T7 RNA polymerase presence by Western blot analysis was not observed in the first four systems, and the difference of total RNA presence in each reaction mixture by Northern blot analysis seemed unrelated to protein synthesis. Although a small amount of protein was synthesized using RNA-encoding G3PDH transcribed in vitro with pET/G3PDH by an in vitro translation system, an extreme increase was observed using transcribed RNA with pEU/G3PDH, which contains T7 RNA promoter and a translation enhancer, Omega sequence. These results suggest that the presence of an enhancer sequence for translation is one of the critical steps for protein synthesis by a eukaryotic cell-free protein synthesis system.
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Affiliation(s)
- Mami Hino
- Biomarker Analysis Team, Health Technology Research Center, National Institute of Advanced Industrial Science and Technology (AIST), Takamatsu, Japan
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35
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Doi N, Takashima H, Wada A, Oishi Y, Nagano T, Yanagawa H. Photocleavable linkage between genotype and phenotype for rapid and efficient recovery of nucleic acids encoding affinity-selected proteins. J Biotechnol 2007; 131:231-9. [PMID: 17767970 DOI: 10.1016/j.jbiotec.2007.07.947] [Citation(s) in RCA: 12] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/13/2007] [Revised: 04/06/2007] [Accepted: 07/15/2007] [Indexed: 10/23/2022]
Abstract
In vitro display technologies, such as mRNA display and DNA display are powerful tools to screen peptides and proteins with desired functions from combinatorial libraries in the fields of directed protein evolution and proteomics. When screening combinatorial libraries of polypeptides (phenotype), each of which is displayed on its gene (genotype), the problem remains, how best to recover the genotype moiety whose phenotype moiety has bound to the desired target. Here, we describe the use of a photocleavable 2-nitrobenzyl linker between genotype (DNA or mRNA) and phenotype (protein) in our DNA and mRNA display systems. This technique allows rapid and efficient recovery of selected nucleic acids by simple UV irradiation at 4 degrees C for 15 min. Further, we confirmed that the photocleavable DNA display and mRNA display systems are useful for in vitro selection of epitope peptides, recombinant antibodies, and drug-receptor interactions. Thus, these improved methods should be useful in therapeutics and diagnostics, e.g., for screening high-affinity binders, such as enzyme inhibitors and recombinant antibodies from random peptide and antibody libraries, as well as for screening drug-protein interactions from cDNA libraries.
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Affiliation(s)
- Nobuhide Doi
- Department of Biosciences and Informatics, Keio University, 3-14-1 Hiyoshi, Kohoku-ku, Yokohama 223-8522, Japan
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36
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Kobayashi T, Shiratori M, Nakano H, Eguchi C, Shirai M, Naka D, Shibui T. Short peptide tags increase the yield of C-terminally labeled protein. Biotechnol Lett 2007; 29:1065-73. [PMID: 17479226 DOI: 10.1007/s10529-007-9362-1] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.1] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/14/2007] [Accepted: 03/05/2007] [Indexed: 12/01/2022]
Abstract
C-Terminal protein labeling allows non-radioactive detection of proteins by using fluorescent puromycin derivatives and cell-free translation systems. However, yields of some labeled proteins are low. Here, we report that the yield of labeled protein mainly depends on the C-terminal amino acid sequence. The short peptide tag sequence, RGAA, at the C-terminus increased not only the labeling efficiency (more than 80%) but also the synthesis yield of labeled proteins. To examine the relationship between the C-terminal amino acid sequence and the yield of labeled proteins, we synthesized C-terminally labeled glutathione S-transferase (GST) containing four identical amino acid residues at the C-terminus. The results demonstrated that 4 x Ala, 4 x His, 4 x Gln, and 4 x Cys produced over 200% of the yield of wild-type GST. In addition, the two Ala residues produced almost the same synthesis activity as 4 x Ala and RGAA. Similar results were obtained with various proteins and cell-free translation systems.
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37
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Fukuda I, Kojoh K, Tabata N, Doi N, Takashima H, Miyamoto-Sato E, Yanagawa H. In vitro evolution of single-chain antibodies using mRNA display. Nucleic Acids Res 2006; 34:e127. [PMID: 17012279 PMCID: PMC1636464 DOI: 10.1093/nar/gkl618] [Citation(s) in RCA: 54] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/13/2022] Open
Abstract
Here we describe the application of the in vitro virus mRNA display method, which involves covalent linkage of an in vitro-synthesized antibody (phenotype) to its encoding mRNA (genotype) through puromycin, for in vitro evolution of single-chain Fv (scFv) antibody fragments. To establish the validity of this approach to directed antibody evolution, we used random mutagenesis by error-prone DNA shuffling and off-rate selection to improve the affinity of an anti-fluorescein scFv as a model system. After four rounds of selection of the library of mRNA-displayed scFv mutants, we obtained six different sequences encoding affinity-matured mutants with five consensus mutations. Kinetic analysis of the mutant scFvs revealed that the off-rates have been decreased by more than one order of magnitude and the dissociation constants were improved approximately 30-fold. The antigen-specificity was not improved by affinity maturation, but remained similar to that of the wild type. Although the five consensus mutations of the high-affinity mutants were scattered over the scFv sequence, analysis by site-directed mutagenesis demonstrated that the critical mutations for improving affinity were the two that lay within the complementarity determining regions (CDRs). Thus, mRNA display is expected to be useful for rapid artificial evolution of high-affinity diagnostic and therapeutic antibodies by optimizing their CDRs.
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Affiliation(s)
| | | | | | | | | | | | - Hiroshi Yanagawa
- To whom correspondence should be addressed. Tel: +81 45 566 1775; Fax: +81 45 566 1440;
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38
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Oyama R, Takashima H, Yonezawa M, Doi N, Miyamoto-Sato E, Kinjo M, Yanagawa H. Protein-protein interaction analysis by C-terminally specific fluorescence labeling and fluorescence cross-correlation spectroscopy. Nucleic Acids Res 2006; 34:e102. [PMID: 16914444 PMCID: PMC1904107 DOI: 10.1093/nar/gkl477] [Citation(s) in RCA: 34] [Impact Index Per Article: 1.9] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/14/2022] Open
Abstract
Here, we describe novel puromycin derivatives conjugated with iminobiotin and a fluorescent dye that can be linked covalently to the C-terminus of full-length proteins during cell-free translation. The iminobiotin-labeled proteins can be highly purified by affinity purification with streptavidin beads. We confirmed that the purified fluorescence-labeled proteins are useful for quantitative protein–protein interaction analysis based on fluorescence cross-correlation spectroscopy (FCCS). The apparent dissociation constants of model protein pairs such as proto-oncogenes c-Fos/c-Jun and archetypes of the family of Ca2+-modulated calmodulin/related binding proteins were in accordance with the reported values. Further, detailed analysis of the interactions of the components of polycomb group complex, Bmi1, M33, Ring1A and RYBP, was successfully conducted by means of interaction assay for all combinatorial pairs. The results indicate that FCCS analysis with puromycin-based labeling and purification of proteins is effective and convenient for in vitro protein–protein interaction assay, and the method should contribute to a better understanding of protein functions by using the resource of available nucleotide sequences.
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Affiliation(s)
| | | | | | | | | | - Masataka Kinjo
- Research Institute for Electronic Science, Hokkaido UniversitySapporo 060-0812, Japan
| | - Hiroshi Yanagawa
- To whom correspondence should be addressed. Tel: +81 45 566 1775; Fax: +81 45 566 1440;
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39
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Endo Y, Sawasaki T. Cell-free expression systems for eukaryotic protein production. Curr Opin Biotechnol 2006; 17:373-80. [PMID: 16828277 DOI: 10.1016/j.copbio.2006.06.009] [Citation(s) in RCA: 162] [Impact Index Per Article: 9.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/24/2006] [Revised: 06/01/2006] [Accepted: 06/27/2006] [Indexed: 11/19/2022]
Abstract
Following the success of genome sequencing projects, attention has now turned to studies of the structure and function of proteins. Although cell-based expression systems for protein production have been widely used, they have certain limitations in terms of the quality and quantity of the proteins produced and for high-throughput production. Many of these limitations can be circumvented by the use of cell-free translation systems. Among such systems, the wheat germ based system is of special interest for its eukaryotic nature; it has the significant advantage of producing eukaryotic multidomain proteins in a folded state. Several advances in the use of cell-free expression systems have been made in the past few years and successful applications of these systems to produce proteins for functional and structural biology studies have been reported.
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Affiliation(s)
- Yaeta Endo
- Cell-Free Science and Technology Research Center, Ehime University, Matsuyama, Japan.
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40
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Tateyama S, Horisawa K, Takashima H, Miyamoto-Sato E, Doi N, Yanagawa H. Affinity selection of DNA-binding protein complexes using mRNA display. Nucleic Acids Res 2006; 34:e27. [PMID: 16478713 PMCID: PMC1369289 DOI: 10.1093/nar/gnj025] [Citation(s) in RCA: 26] [Impact Index Per Article: 1.4] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/31/2022] Open
Abstract
Comprehensive analysis of DNA–protein interactions is important for mapping transcriptional regulatory networks on a genome-wide level. Here we present a new application of mRNA display for in vitro selection of DNA-binding protein heterodimeric complexes. Under improved selection conditions using a TPA-responsive element (TRE) as a bait DNA, known interactors c-fos and c-jun were simultaneously enriched about 100-fold from a model library (a 1:1:20 000 mixture of c-fos, c-jun and gst genes) after one round of selection. Furthermore, almost all kinds of the AP-1 family genes including c-jun, c-fos, junD, junB, atf2 and b-atf were successfully selected from an mRNA display library constructed from a mouse brain poly A+ RNA after six rounds of selection. These results indicate that the mRNA display selection system can identify a variety of DNA-binding protein complexes in a single experiment. Since almost all transcription factors form heterooligomeric complexes to bind with their target DNA, this method should be most useful to search for DNA-binding transcription factor complexes.
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Affiliation(s)
| | | | | | | | | | - Hiroshi Yanagawa
- To whom correspondence should be addressed. Tel: +81 45 566 1775; Fax: +81 45 566 1440;
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41
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Muranaka N, Hohsaka T, Sisido M. Four-base codon mediated mRNA display to construct peptide libraries that contain multiple nonnatural amino acids. Nucleic Acids Res 2006; 34:e7. [PMID: 16397292 PMCID: PMC1325208 DOI: 10.1093/nar/gnj003] [Citation(s) in RCA: 24] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/16/2022] Open
Abstract
In vitro selection and directed evolution of peptides from mRNA display are powerful strategies to find novel peptide ligands that bind to target biomolecules. In this study, we expanded the mRNA display method to include multiple nonnatural amino acids by introducing three different four-base codons at a randomly selected single position on the mRNA. Another nonnatural amino acid may be introduced by suppressing an amber codon that may appear from a (NNK)n nucleotide sequence on the mRNA. The mRNA display was expressed in an Escherichia coli in vitro translation system in the presence of three types of tRNAs carrying different four-base anticodons and a tRNA carrying an amber anticodon, the tRNAs being chemically aminoacylated with different nonnatural amino acids. The complexity of the starting mRNA-displayed peptide library was estimated to be 1.1 × 1012 molecules. The effectiveness of the four-base codon mediated mRNA display method was demonstrated in the selection of biocytin-containing peptides on streptavidin-coated beads. Moreover, a novel streptavidin-binding nonnatural peptide containing benzoylphenylalanine was obtained from the nonnatural peptide library. The nonnatural peptide library from the four-base codon mediated mRNA display provides much wider functional and structural diversity than conventional peptide libraries that are constituted from 20 naturally occurring amino acids.
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Affiliation(s)
- Norihito Muranaka
- Department of Bioscience and Biotechnology, Faculty of Engineering, Okayama University3-1-1 Tsushimanaka, Okayama 700-8530, Japan
- School of Materials Science, Japan Advanced Institute of Science and Technology1-1 Asahidai, Nomi, Ishikawa 923-1292, Japan
| | - Takahiro Hohsaka
- School of Materials Science, Japan Advanced Institute of Science and Technology1-1 Asahidai, Nomi, Ishikawa 923-1292, Japan
- PRESTO, Japan Science and Technology Agency4-1-8 Honcho, Kawaguchi, Saitama 332-0012, Japan
- To whom correspondence should be addressed. Tel: +81 761 51 1681; Fax: +81 761 51 1149;
| | - Masahiko Sisido
- Department of Bioscience and Biotechnology, Faculty of Engineering, Okayama University3-1-1 Tsushimanaka, Okayama 700-8530, Japan
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42
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Miyamoto-Sato E, Ishizaka M, Horisawa K, Tateyama S, Takashima H, Fuse S, Sue K, Hirai N, Masuoka K, Yanagawa H. Cell-free cotranslation and selection using in vitro virus for high-throughput analysis of protein-protein interactions and complexes. Genome Res 2005; 15:710-7. [PMID: 15867431 PMCID: PMC1088299 DOI: 10.1101/gr.3510505] [Citation(s) in RCA: 33] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/24/2022]
Abstract
We have developed a simple and totally in vitro selection procedure based on cell-free cotranslation using a highly stable and efficient in vitro virus (IVV). Cell-free cotranslation of tagged bait and prey proteins is advantageous for the formation of protein complexes and allows high-throughput analysis of protein-protein interactions (PPI) as a result of providing in vitro instead of in vivo preparation of bait proteins. The use of plural selection rounds and a two-step purification of the IVV selection, followed by in vitro post-selection, is advantageous for decreasing false positives. In a single experiment using bait Fos, more than 10 interactors, including not only direct, but also indirect interactions, were enriched. Further, previously unidentified proteins containing novel leucine zipper (L-ZIP) motifs with minimal binding sites identified by sequence alignment as functional elements were detected as a result of using a randomly primed cDNA library. Thus, we consider that this simple IVV selection system based on cell-free cotranslation could be applicable to high-throughput and comprehensive analysis of PPI and complexes in large-scale settings involving parallel bait proteins.
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Affiliation(s)
- Etsuko Miyamoto-Sato
- Department of Biosciences and Informatics, Faculty of Science and Technology, Keio University, Yokohama 223-8522, Japan
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43
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Horisawa K, Tateyama S, Ishizaka M, Matsumura N, Takashima H, Miyamoto-Sato E, Doi N, Yanagawa H. In vitro selection of Jun-associated proteins using mRNA display. Nucleic Acids Res 2004; 32:e169. [PMID: 15576676 PMCID: PMC535696 DOI: 10.1093/nar/gnh167] [Citation(s) in RCA: 38] [Impact Index Per Article: 1.9] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/28/2022] Open
Abstract
Although yeast two-hybrid assay and biochemical methods combined with mass spectrometry have been successfully employed for the analyses of protein-protein interactions in the field of proteomics, these methods encounter various difficulties arising from the usage of living cells, including inability to analyze toxic proteins and restriction of testable interaction conditions. Totally in vitro display technologies such as ribosome display and mRNA display are expected to circumvent these difficulties. In this study, we applied an mRNA display technique to screening for interactions of a basic leucine zipper domain of Jun protein in a mouse brain cDNA library. By performing iterative affinity selection and sequence analyses, we selected 16 novel Jun-associated protein candidates in addition to four known interactors. By means of real-time PCR and pull-down assay, 10 of the 16 newly discovered candidates were confirmed to be direct interactors with Jun in vitro. Furthermore, interaction of 6 of the 10 proteins with Jun was observed in cultured cells by means of co-immunoprecipitation and observation of subcellular localization. These results demonstrate that this in vitro display technology is effective for the discovery of novel protein-protein interactions and can contribute to the comprehensive mapping of protein-protein interactions.
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Affiliation(s)
- Kenichi Horisawa
- Department of Biosciences and Informatics, Faculty of Science and Technology, Keio University, Yokohama 223-8522, Japan
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44
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Tsuji T, Onimaru M, Kitagawa M, Kojoh K, Tabata N, Yanagawa H. Random Multirecombinant Polymerase Chain Reaction. Methods Enzymol 2004; 388:61-75. [PMID: 15289062 DOI: 10.1016/s0076-6879(04)88007-8] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 04/30/2023]
Affiliation(s)
- Toru Tsuji
- Department of Biosciences and Informatics, Faculty of Science and Technology, Keio University, Yokohama, Japan
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