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Yoshisada R, Weller S, Çobanoğlu TS, de Kock HN, Jongkees SAK. Chemical Stability of mRNA/cDNA Complexes: Defining the Limits of mRNA Display. Chem Asian J 2024; 19:e202400336. [PMID: 38953335 DOI: 10.1002/asia.202400336] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/26/2024] [Revised: 06/11/2024] [Accepted: 07/02/2024] [Indexed: 07/04/2024]
Abstract
Messenger RNA (mRNA) display is being increasingly adopted for peptide drug candidate discovery. While many conditions have been reported for the affinity enrichment step and in some cases for peptide modification, there is still limited understanding about the versatility of peptide-puromycin-mRNA/cDNA (complementary DNA) complexes. This work explores the chemical stability of mRNA/cDNA hybrid complexes under a range of different fundamental chemical conditions as well as with peptide modification conditions reported in an mRNA display setting. We further compare the stability of full complexes originating from two different mRNA display systems (RaPID and cDNA-TRAP). Overall, these complexes were found to be stable under a broad range of conditions, with some edge conditions benefitting from encoding directly in cDNA rather than mRNA. This should allow for more and broader exploitation of late-stage peptide modification chemistry in mRNA display, with confidence regarding the stability of encoding, and potentially better hit-finding campaigns as a result.
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Affiliation(s)
- Ryoji Yoshisada
- Department of Chemistry and Pharmaceutical Sciences, Vrije Universiteit Amsterdam, De Boelelaan 1108, 1081 HZ, Amsterdam, The Netherlands
| | - Saskia Weller
- Department of Chemistry and Pharmaceutical Sciences, Vrije Universiteit Amsterdam, De Boelelaan 1108, 1081 HZ, Amsterdam, The Netherlands
| | - Tuğçe S Çobanoğlu
- Department of Chemistry and Pharmaceutical Sciences, Vrije Universiteit Amsterdam, De Boelelaan 1108, 1081 HZ, Amsterdam, The Netherlands
| | - H N de Kock
- Department of Chemistry and Pharmaceutical Sciences, Vrije Universiteit Amsterdam, De Boelelaan 1108, 1081 HZ, Amsterdam, The Netherlands
| | - Seino A K Jongkees
- Department of Chemistry and Pharmaceutical Sciences, Vrije Universiteit Amsterdam, De Boelelaan 1108, 1081 HZ, Amsterdam, The Netherlands
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2
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Hutchings CJ, Sato AK. Phage display technology and its impact in the discovery of novel protein-based drugs. Expert Opin Drug Discov 2024; 19:887-915. [PMID: 39074492 DOI: 10.1080/17460441.2024.2367023] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/28/2023] [Accepted: 06/07/2024] [Indexed: 07/31/2024]
Abstract
INTRODUCTION Phage display technology is a well-established versatile in vitro display technology that has been used for over 35 years to identify peptides and antibodies for use as reagents and therapeutics, as well as exploring the diversity of alternative scaffolds as another option to conventional therapeutic antibody discovery. Such successes have been responsible for spawning a range of biotechnology companies, as well as many complementary technologies devised to expedite the drug discovery process and resolve bottlenecks in the discovery workflow. AREAS COVERED In this perspective, the authors summarize the application of phage display for drug discovery and provide examples of protein-based drugs that have either been approved or are being developed in the clinic. The amenability of phage display to generate functional protein molecules to challenging targets and recent developments of strategies and techniques designed to harness the power of sampling diverse repertoires are highlighted. EXPERT OPINION Phage display is now routinely combined with cutting-edge technologies to deep-mine antibody-based repertoires, peptide, or alternative scaffold libraries generating a wealth of data that can be leveraged, e.g. via artificial intelligence, to enable the potential for clinical success in the discovery and development of protein-based therapeutics.
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3
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Sethi S, Takashima Y, Nakamura S, Wan L, Honda N, Fujimoto K. Acceleration of the Deamination of Cytosine through Photo-Crosslinking. Curr Issues Mol Biol 2023; 45:4687-4700. [PMID: 37367047 DOI: 10.3390/cimb45060298] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/24/2023] [Revised: 05/18/2023] [Accepted: 05/26/2023] [Indexed: 06/28/2023] Open
Abstract
Herein, we report the major factor for deamination reaction rate acceleration, i.e., hydrophilicity, by using various 5-substituted target cytosines and by carrying out deamination at high temperatures. Through substitution of the groups at the 5'-position of the cytosine, the effect of hydrophilicity was understood. It was then used to compare the various modifications of the photo-cross-linkable moiety as well as the effect of the counter base of the cytosine to edit both DNA and RNA. Furthermore, we were able to achieve cytosine deamination at 37 °C with a half-life in the order of a few hours.
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Affiliation(s)
- Siddhant Sethi
- Bioscience, Biotechnology, and Biomedical Engineering Research Area, Japan Advanced Institute of Science and Technology, Asahi-dai 1-1, Ishikawa, Nomi 923-1292, Japan
| | - Yasuharu Takashima
- Bioscience, Biotechnology, and Biomedical Engineering Research Area, Japan Advanced Institute of Science and Technology, Asahi-dai 1-1, Ishikawa, Nomi 923-1292, Japan
| | - Shigetaka Nakamura
- Bioscience, Biotechnology, and Biomedical Engineering Research Area, Japan Advanced Institute of Science and Technology, Asahi-dai 1-1, Ishikawa, Nomi 923-1292, Japan
| | - Licheng Wan
- Bioscience, Biotechnology, and Biomedical Engineering Research Area, Japan Advanced Institute of Science and Technology, Asahi-dai 1-1, Ishikawa, Nomi 923-1292, Japan
| | - Nozomi Honda
- Bioscience, Biotechnology, and Biomedical Engineering Research Area, Japan Advanced Institute of Science and Technology, Asahi-dai 1-1, Ishikawa, Nomi 923-1292, Japan
| | - Kenzo Fujimoto
- Bioscience, Biotechnology, and Biomedical Engineering Research Area, Japan Advanced Institute of Science and Technology, Asahi-dai 1-1, Ishikawa, Nomi 923-1292, Japan
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4
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Abrigo NA, Dods KK, Makovsky CA, Lohan S, Mitra K, Newcomb KM, Le A, Hartman MCT. Development of a Cyclic, Cell Penetrating Peptide Compatible with In Vitro Selection Strategies. ACS Chem Biol 2023; 18:746-755. [PMID: 36920103 PMCID: PMC11165944 DOI: 10.1021/acschembio.2c00680] [Citation(s) in RCA: 1] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 03/16/2023]
Abstract
A key limitation for the development of peptides as therapeutics is their lack of cell permeability. Recent work has shown that short, arginine-rich macrocyclic peptides containing hydrophobic amino acids are able to penetrate cells and reach the cytosol. Here, we have developed a new strategy for developing cyclic cell penetrating peptides (CPPs) that shifts some of the hydrophobic character to the peptide cyclization linker, allowing us to do a linker screen to find cyclic CPPs with improved cellular uptake. We demonstrate that both hydrophobicity and position of the alkylation points on the linker affect uptake of macrocyclic cell penetrating peptides (CPPs). Our best peptide, 4i, is on par with or better than prototypical CPPs Arg9 (R9) and CPP12 under assays measuring total cellular uptake and cytosolic delivery. 4i was also able to carry a peptide previously discovered from an in vitro selection, 8.6, and a cytotoxic peptide into the cytosol. A bicyclic variant of 4i showed even better cytosolic entry than 4i, highlighting the plasticity of this class of peptides toward modifications. Since our CPPs are cyclized via their side chains (as opposed to head-to-tail cyclization), they are compatible with powerful technologies for peptide ligand discovery including phage display and mRNA display. Access to diverse libraries with inherent cell permeability will afford the ability to find cell permeable hits to many challenging intracellular targets.
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Affiliation(s)
- Nicolas A Abrigo
- Chemistry, Virginia Commonwealth University, 1001 W Main Street, Richmond, 23284 Virginia, United States
- Massey Cancer Center, Virginia Commonwealth University, Richmond, 23219 Virginia, United States
| | - Kara K Dods
- Chemistry, Virginia Commonwealth University, 1001 W Main Street, Richmond, 23284 Virginia, United States
- Massey Cancer Center, Virginia Commonwealth University, Richmond, 23219 Virginia, United States
| | - Chelsea A Makovsky
- Chemistry, Virginia Commonwealth University, 1001 W Main Street, Richmond, 23284 Virginia, United States
- Massey Cancer Center, Virginia Commonwealth University, Richmond, 23219 Virginia, United States
| | - Sandeep Lohan
- Chemistry, Virginia Commonwealth University, 1001 W Main Street, Richmond, 23284 Virginia, United States
- Massey Cancer Center, Virginia Commonwealth University, Richmond, 23219 Virginia, United States
| | - Koushambi Mitra
- Chemistry, Virginia Commonwealth University, 1001 W Main Street, Richmond, 23284 Virginia, United States
- Massey Cancer Center, Virginia Commonwealth University, Richmond, 23219 Virginia, United States
| | - Kaylee M Newcomb
- Chemistry, Virginia Commonwealth University, 1001 W Main Street, Richmond, 23284 Virginia, United States
- Massey Cancer Center, Virginia Commonwealth University, Richmond, 23219 Virginia, United States
| | - Anthony Le
- Chemistry, Virginia Commonwealth University, 1001 W Main Street, Richmond, 23284 Virginia, United States
- Massey Cancer Center, Virginia Commonwealth University, Richmond, 23219 Virginia, United States
| | - Matthew C T Hartman
- Chemistry, Virginia Commonwealth University, 1001 W Main Street, Richmond, 23284 Virginia, United States
- Massey Cancer Center, Virginia Commonwealth University, Richmond, 23219 Virginia, United States
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5
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Xiao L, Jun YW, Kool ET. DNA Tiling Enables Precise Acylation‐Based Labeling and Control of mRNA. Angew Chem Int Ed Engl 2021. [DOI: 10.1002/ange.202112106] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/20/2022]
Affiliation(s)
- Lu Xiao
- Department of Chemistry Stanford University Stanford CA 94305 USA
| | - Yong Woong Jun
- Department of Chemistry Stanford University Stanford CA 94305 USA
| | - Eric T. Kool
- Department of Chemistry Stanford University Stanford CA 94305 USA
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6
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Xiao L, Jun YW, Kool ET. DNA Tiling Enables Precise Acylation-Based Labeling and Control of mRNA. Angew Chem Int Ed Engl 2021; 60:26798-26805. [PMID: 34624169 PMCID: PMC8649056 DOI: 10.1002/anie.202112106] [Citation(s) in RCA: 12] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/06/2021] [Revised: 10/04/2021] [Indexed: 12/15/2022]
Abstract
Methods for the site-selective labeling of long, native RNAs are needed for studying mRNA biology and future therapies. Current approaches involve engineering RNA sequences, which may alter folding, or are limited to specific sequences or bases. Here, we describe a versatile strategy for mRNA conjugation via a novel DNA-tiling approach. The method, TRAIL, exploits a pool of "protector" oligodeoxynucleotides to hybridize and block the mRNA, combined with an "inducer" DNA that extrudes a reactive RNA loop for acylation at a predetermined site. Using TRAIL, an azido-acylimidazole reagent was employed for labeling and controlling RNA for multiple applications in vitro and in cells, including analysis of RNA-binding proteins, imaging mRNA in cells, and analysis and control of translation. The TRAIL approach offers an efficient and accessible way to label and manipulate RNAs of virtually any length or origin without altering native sequence.
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Affiliation(s)
- Lu Xiao
- Department of Chemistry, Stanford University, Stanford, CA, 94305, USA
| | - Yong Woong Jun
- Department of Chemistry, Stanford University, Stanford, CA, 94305, USA
| | - Eric T Kool
- Department of Chemistry, Stanford University, Stanford, CA, 94305, USA
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7
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Wang H, Wang Y, Yuan Z, Wang Y, Li X, Song P, Lu F, Liu Y. Insight into the cross-linking preferences and characteristics of the transglutaminase from Bacillus subtilis by in vitro RNA display. Lebensm Wiss Technol 2021. [DOI: 10.1016/j.lwt.2021.112152] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/14/2022]
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8
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Kamalinia G, Grindel BJ, Takahashi TT, Millward SW, Roberts RW. Directing evolution of novel ligands by mRNA display. Chem Soc Rev 2021; 50:9055-9103. [PMID: 34165126 PMCID: PMC8725378 DOI: 10.1039/d1cs00160d] [Citation(s) in RCA: 24] [Impact Index Per Article: 8.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/24/2022]
Abstract
mRNA display is a powerful biological display platform for the directed evolution of proteins and peptides. mRNA display libraries covalently link the displayed peptide or protein (phenotype) with the encoding genetic information (genotype) through the biochemical activity of the small molecule puromycin. Selection for peptide/protein function is followed by amplification of the linked genetic material and generation of a library enriched in functional sequences. Iterative selection cycles are then performed until the desired level of function is achieved, at which time the identity of candidate peptides can be obtained by sequencing the genetic material. The purpose of this review is to discuss the development of mRNA display technology since its inception in 1997 and to comprehensively review its use in the selection of novel peptides and proteins. We begin with an overview of the biochemical mechanism of mRNA display and its variants with a particular focus on its advantages and disadvantages relative to other biological display technologies. We then discuss the importance of scaffold choice in mRNA display selections and review the results of selection experiments with biological (e.g., fibronectin) and linear peptide library architectures. We then explore recent progress in the development of "drug-like" peptides by mRNA display through the post-translational covalent macrocyclization and incorporation of non-proteogenic functionalities. We conclude with an examination of enabling technologies that increase the speed of selection experiments, enhance the information obtained in post-selection sequence analysis, and facilitate high-throughput characterization of lead compounds. We hope to provide the reader with a comprehensive view of current state and future trajectory of mRNA display and its broad utility as a peptide and protein design tool.
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Affiliation(s)
- Golnaz Kamalinia
- Department of Chemistry, University of Southern California, Los Angeles, CA, USA.
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9
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Warkentin R, Kwan DH. Resources and Methods for Engineering "Designer" Glycan-Binding Proteins. Molecules 2021; 26:E380. [PMID: 33450899 PMCID: PMC7828330 DOI: 10.3390/molecules26020380] [Citation(s) in RCA: 6] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/15/2020] [Revised: 01/04/2021] [Accepted: 01/10/2021] [Indexed: 12/11/2022] Open
Abstract
This review provides information on available methods for engineering glycan-binding proteins (GBP). Glycans are involved in a variety of physiological functions and are found in all domains of life and viruses. Due to their wide range of functions, GBPs have been developed with diagnostic, therapeutic, and biotechnological applications. The development of GBPs has traditionally been hindered by a lack of available glycan targets and sensitive and selective protein scaffolds; however, recent advances in glycobiology have largely overcome these challenges. Here we provide information on how to approach the design of novel "designer" GBPs, starting from the protein scaffold to the mutagenesis methods, selection, and characterization of the GBPs.
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Affiliation(s)
- Ruben Warkentin
- Department of Biology, Centre for Applied Synthetic Biology, and Centre for Structural and Functional Genomics, Concordia University, 7141 Sherbrooke Street West, Montreal, QC H4B 1R6, Canada;
- PROTEO, Quebec Network for Research on Protein Function, Structure, and Engineering, Quebec City, QC G1V 0A6, Canada
| | - David H. Kwan
- Department of Biology, Centre for Applied Synthetic Biology, and Centre for Structural and Functional Genomics, Concordia University, 7141 Sherbrooke Street West, Montreal, QC H4B 1R6, Canada;
- PROTEO, Quebec Network for Research on Protein Function, Structure, and Engineering, Quebec City, QC G1V 0A6, Canada
- Department of Chemistry and Biochemistry, Concordia University, 7141 Sherbrooke Street West, Montreal, QC H4B 1R6, Canada
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10
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Wang H, Song P, Li X, Wang Y, Gui S, Liu Y, Lu F. Screening of the candidate inhibitory peptides of subtilisin by in vitro RNA display technique. Int J Biol Macromol 2020; 163:1162-1167. [PMID: 32673721 DOI: 10.1016/j.ijbiomac.2020.07.115] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/06/2020] [Revised: 07/10/2020] [Accepted: 07/10/2020] [Indexed: 11/19/2022]
Abstract
The application of inhibitors facilitates the stable preservation of enzyme in liquid detergent by mitigating the proteolytic activity of subtilisin. The conventionally used subtilisin inhibitors such as boric acid pose a threat to the environment and human health. Thus, the formulation of novel subtilisin inhibitors demands immediate attention. In the current study, we have screened the peptide inhibitors for subtilisin by employing the in vitro mRNA display technique. It is a sensitive screening technique with a high library capacity. The affinity screening was performed between the biotin-modified subtilisin immobilized on the streptavidin magnetic beads and the cDNA-mRNA-peptide fusion molecular library acquired from the in vitro translation and reverse transcription. The candidate peptides with high affinity were obtained after multiple rounds of screening. Furthermore, the inhibitory effect was evaluated, showing that some candidate peptides had inhibitory effects, but the isothermal titration calorimetry and time dependent experiments ultimately proved that these candidate peptides were not stable inhibitors. However, the in vitro mRNA display method explored in this study can be used as a preliminary screening method to provide candidate peptides for the screening of subtilisin inhibitors.
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Affiliation(s)
- Hongbin Wang
- Key Laboratory of Industrial Fermentation Microbiology, Ministry of Education, Tianjin Key Laboratory of Industrial Microbiology, National Engineering Laboratory for Industrial Enzymes, The College of Biotechnology, Tianjin University of Science and Technology, Tianjin 300457, PR China
| | - Ping Song
- Key Laboratory of Industrial Fermentation Microbiology, Ministry of Education, Tianjin Key Laboratory of Industrial Microbiology, National Engineering Laboratory for Industrial Enzymes, The College of Biotechnology, Tianjin University of Science and Technology, Tianjin 300457, PR China
| | - Xue Li
- Key Laboratory of Industrial Fermentation Microbiology, Ministry of Education, Tianjin Key Laboratory of Industrial Microbiology, National Engineering Laboratory for Industrial Enzymes, The College of Biotechnology, Tianjin University of Science and Technology, Tianjin 300457, PR China
| | - Yufa Wang
- Key Laboratory of Industrial Fermentation Microbiology, Ministry of Education, Tianjin Key Laboratory of Industrial Microbiology, National Engineering Laboratory for Industrial Enzymes, The College of Biotechnology, Tianjin University of Science and Technology, Tianjin 300457, PR China
| | - Shuqi Gui
- Key Laboratory of Industrial Fermentation Microbiology, Ministry of Education, Tianjin Key Laboratory of Industrial Microbiology, National Engineering Laboratory for Industrial Enzymes, The College of Biotechnology, Tianjin University of Science and Technology, Tianjin 300457, PR China
| | - Yihan Liu
- Key Laboratory of Industrial Fermentation Microbiology, Ministry of Education, Tianjin Key Laboratory of Industrial Microbiology, National Engineering Laboratory for Industrial Enzymes, The College of Biotechnology, Tianjin University of Science and Technology, Tianjin 300457, PR China.
| | - Fuping Lu
- Key Laboratory of Industrial Fermentation Microbiology, Ministry of Education, Tianjin Key Laboratory of Industrial Microbiology, National Engineering Laboratory for Industrial Enzymes, The College of Biotechnology, Tianjin University of Science and Technology, Tianjin 300457, PR China.
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11
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VISTA is an acidic pH-selective ligand for PSGL-1. Nature 2019; 574:565-570. [PMID: 31645726 DOI: 10.1038/s41586-019-1674-5] [Citation(s) in RCA: 219] [Impact Index Per Article: 43.8] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/25/2018] [Accepted: 09/20/2019] [Indexed: 12/20/2022]
Abstract
Co-inhibitory immune receptors can contribute to T cell dysfunction in patients with cancer1,2. Blocking antibodies against cytotoxic T-lymphocyte-associated protein 4 (CTLA-4) and programmed cell death 1 (PD-1) partially reverse this effect and are becoming standard of care in an increasing number of malignancies3. However, many of the other axes by which tumours become inhospitable to T cells are not fully understood. Here we report that V-domain immunoglobulin suppressor of T cell activation (VISTA) engages and suppresses T cells selectively at acidic pH such as that found in tumour microenvironments. Multiple histidine residues along the rim of the VISTA extracellular domain mediate binding to the adhesion and co-inhibitory receptor P-selectin glycoprotein ligand-1 (PSGL-1). Antibodies engineered to selectively bind and block this interaction in acidic environments were sufficient to reverse VISTA-mediated immune suppression in vivo. These findings identify a mechanism by which VISTA may engender resistance to anti-tumour immune responses, as well as an unexpectedly determinative role for pH in immune co-receptor engagement.
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12
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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: 137] [Impact Index Per Article: 22.8] [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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13
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A Novel gp41-Binding Adnectin with Potent Anti-HIV Activity Is Highly Synergistic when Linked to a CD4-Binding Adnectin. J Virol 2018; 92:JVI.00421-18. [PMID: 29743355 DOI: 10.1128/jvi.00421-18] [Citation(s) in RCA: 11] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/10/2018] [Accepted: 04/26/2018] [Indexed: 12/27/2022] Open
Abstract
The N17 region of gp41 in HIV-1 is the most conserved region in gp160. mRNA selection technologies were used to identify an adnectin that binds to this region and inhibits gp41-induced membrane fusion. Additional selection conditions were used to optimize the adnectin to greater potency (5.4 ± 2.6 nM) against HIV-1 and improved binding affinity for an N17-containing helical trimer (0.8 ± 0.4 nM). Resistance to this adnectin mapped to a single Glu-to-Arg change within the N17 coding region. The optimized adnectin (6200_A08) exhibited high potency and broad-spectrum activity against 123 envelope proteins and multiple clinical virus isolates, although certain envelope proteins did exhibit reduced susceptibility to 6200_A08 alone. The reduced potency could not be correlated with sequence changes in the target region and was thought to be the result of faster kinetics of fusion mediated by these envelope proteins. Optimized linkage of 6200_A08 with a previously characterized adnectin targeting CD4 produced a highly synergistic molecule, with the potency of the tandem molecule measured at 37 ± 1 pM. In addition, these tandem molecules now exhibited few potency differences against the same panel of envelope proteins with reduced susceptibility to 6200_A08 alone, providing evidence that they did not have intrinsic resistance to 6200_A08 and that coupling 6200_A08 with the anti-CD4 adnectin may provide a higher effective on rate for gp41 target engagement.IMPORTANCE There continue to be significant unmet medical needs for patients with HIV-1 infection. One way to improve adherence and decrease the likelihood of drug-drug interactions in HIV-1-infected patients is through the development of long-acting biologic inhibitors. This study describes the development and properties of an adnectin molecule that targets the most conserved region of the gp41 protein and inhibits HIV-1 with good potency. Moreover, when fused to a similar adnectin targeted to the human CD4 protein, the receptor for HIV-1, significant synergies in potency and efficacy are observed. These inhibitors are part of an effort to develop a larger biologic molecule that functions as a long-acting self-administered regimen for patients with HIV-1 infection.
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Lipovšek D, Carvajal I, Allentoff AJ, Barros A, Brailsford J, Cong Q, Cotter P, Gangwar S, Hollander C, Lafont V, Lau WL, Li W, Moreta M, O'Neil S, Pinckney J, Smith MJ, Su J, Terragni C, Wallace MA, Wang L, Wright M, Marsh HN, Bryson JW. Adnectin-drug conjugates for Glypican-3-specific delivery of a cytotoxic payload to tumors. Protein Eng Des Sel 2018; 31:159-171. [PMID: 30247737 PMCID: PMC6158766 DOI: 10.1093/protein/gzy013] [Citation(s) in RCA: 17] [Impact Index Per Article: 2.8] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/27/2018] [Revised: 05/21/2018] [Accepted: 05/30/2018] [Indexed: 12/12/2022] Open
Abstract
Tumor-specific delivery of cytotoxic agents remains a challenge in cancer therapy. Antibody-drug conjugates (ADC) deliver their payloads to tumor cells that overexpress specific tumor-associated antigens-but the multi-day half-life of ADC leads to high exposure even of normal, antigen-free, tissues and thus contributes to dose-limiting toxicity. Here, we present Adnectin-drug conjugates, an alternative platform for tumor-specific delivery of cytotoxic payloads. Due to their small size (10 kDa), renal filtration eliminates Adnectins from the bloodstream within minutes to hours, ensuring low exposure to normal tissues. We used an engineered cysteine to conjugate an Adnectin that binds Glypican-3, a membrane protein overexpressed in hepatocellular carcinoma, to a cytotoxic derivative of tubulysin, with the drug-to-Adnectin ratio of 1. We demonstrate specific, nanomolar binding of this Adnectin-drug conjugate to human and murine Glypican-3; its high thermostability; its localization to target-expressing tumor cells in vitro and in vivo, its fast clearance from normal tissues and its efficacy against Glypican-3-positive mouse xenograft models.
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Affiliation(s)
- Daša Lipovšek
- Molecular Discovery Technologies, Bristol-Myers Squibb, Waltham, MA, USA
| | - Irvith Carvajal
- Molecular Discovery Technologies, Bristol-Myers Squibb, Waltham, MA, USA
| | | | - Anthony Barros
- Preclinical Candidate Optimization, Bristol-Myers Squibb, Lawrenceville, NJ, USA
| | - John Brailsford
- Radiochemistry, Bristol-Myers Squibb, Lawrenceville, NJ, USA
| | - Qiang Cong
- Discovery Chemistry Oncology, Bristol-Myers Squibb, Redwood City, CA, USA
| | - Pete Cotter
- Molecular Discovery Technologies, Bristol-Myers Squibb, Waltham, MA, USA
| | - Sanjeev Gangwar
- Discovery Chemistry Oncology, Bristol-Myers Squibb, Redwood City, CA, USA
| | - Cris Hollander
- Molecular Discovery Technologies, Bristol-Myers Squibb, Waltham, MA, USA
| | - Virginie Lafont
- Molecular Discovery Technologies, Bristol-Myers Squibb, Lawrenceville, NJ, USA
| | - Wai Leung Lau
- Molecular Discovery Technologies, Bristol-Myers Squibb, Waltham, MA, USA
| | - Wenying Li
- Preclinical Candidate Optimization, Bristol-Myers Squibb, Lawrenceville, NJ, USA
| | - Miguel Moreta
- Molecular Discovery Technologies, Bristol-Myers Squibb, Waltham, MA, USA
| | - Steven O'Neil
- Molecular Discovery Technologies, Bristol-Myers Squibb, Waltham, MA, USA
| | - Jason Pinckney
- Molecular Discovery Technologies, Bristol-Myers Squibb, Waltham, MA, USA
| | - Michael J Smith
- Chemical and Synthetic Development, Bristol-Myers Squibb, New Brunswick, NJ, USA
| | - Julie Su
- Molecular Discovery Technologies, Bristol-Myers Squibb, Waltham, MA, USA
| | - Christina Terragni
- Molecular Discovery Technologies, Bristol-Myers Squibb, Waltham, MA, USA
| | | | - Lifei Wang
- Preclinical Candidate Optimization, Bristol-Myers Squibb, Lawrenceville, NJ, USA
| | - Martin Wright
- Molecular Discovery Technologies, Bristol-Myers Squibb, Waltham, MA, USA
| | - H Nicholas Marsh
- Molecular Discovery Technologies, Bristol-Myers Squibb, Waltham, MA, USA
| | - James W Bryson
- Molecular Discovery Technologies, Bristol-Myers Squibb, Waltham, MA, USA
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15
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Sethi S, Nakamura S, Fujimoto K. Study of Photochemical Cytosine to Uracil Transition via Ultrafast Photo-Cross-Linking Using Vinylcarbazole Derivatives in Duplex DNA. Molecules 2018; 23:molecules23040828. [PMID: 29617316 PMCID: PMC6017022 DOI: 10.3390/molecules23040828] [Citation(s) in RCA: 5] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/07/2018] [Revised: 03/30/2018] [Accepted: 04/02/2018] [Indexed: 12/14/2022] Open
Abstract
Gene therapies, including genome editing, RNAi, anti-sense technology and chemical DNA editing are becoming major methods for the treatment of genetic disorders. Techniques like CRISPR-Cas9, zinc finger nuclease (ZFN) and transcription activator-like effector-based nuclease (TALEN) are a few such enzymatic techniques. Most enzymatic genome editing techniques have their disadvantages. Thus, non-enzymatic and non-invasive technologies for nucleic acid editing has been reported in this study which might possess some advantages over the older methods of DNA manipulation. 3-cyanovinyl carbazole (CNVK) based nucleic acid editing takes advantage of photo-cross-linking between a target pyrimidine and the CNVK to afford deamination of cytosine and convert it to uracil. This method previously required the use of high temperatures but, in this study, it has been optimized to take place at physiological conditions. Different counter bases (inosine, guanine and cytosine) complementary to the target cytosine were used, along with derivatives of CNVK (NH2VK and OHVK) to afford the deamination at physiological conditions.
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Affiliation(s)
- Siddhant Sethi
- Department of Advanced Science and Technology, Japan Advanced Institute of Science and Technology, 1-1 Asahidai, Nomi, Ishikawa 923-1211, Japan.
| | - Shigetaka Nakamura
- Department of Advanced Science and Technology, Japan Advanced Institute of Science and Technology, 1-1 Asahidai, Nomi, Ishikawa 923-1211, Japan.
| | - Kenzo Fujimoto
- Department of Advanced Science and Technology, Japan Advanced Institute of Science and Technology, 1-1 Asahidai, Nomi, Ishikawa 923-1211, Japan.
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16
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Evans ED, Pentelute BL. Discovery of a 29-Amino-Acid Reactive Abiotic Peptide for Selective Cysteine Arylation. ACS Chem Biol 2018; 13:527-532. [PMID: 29283243 DOI: 10.1021/acschembio.7b00520] [Citation(s) in RCA: 15] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/21/2022]
Abstract
The regio- and chemoselective modification of proteins or peptides with chemical reagents is often challenging. One approach to overcome this problem involves identifying abiotic polypeptide sequences that react with specific small molecules. Toward this goal, we profiled ∼5 × 1013 randomized 30-mer peptides using mRNA display and high-throughput sequencing in search of polypeptides that can undergo cysteine arylation with a water-soluble perfluoroarene. Within this vast chemical space, we discovered a cysteine-containing sequence with a second-order rate constant of 0.29 M-1 s-1 for arylation. An N- and C-terminal truncation reduced the reaction rate, as did the addition of denaturants. When the reactive peptide was covalently fused to the enzyme Sortase A, we observed regiospecific arylation at a single cysteine site, leaving the enzyme's active site cysteine unchanged. Taken together, these results demonstrate that long polypeptides of defined sequence, when matched with the appropriate reactive group, can be used for selective arylation of cysteine in water.
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Affiliation(s)
- Ethan D. Evans
- Department of Chemistry, Massachusetts Institute of Technology, Cambridge, Massachusetts 02139, United States
| | - Bradley L. Pentelute
- Department of Chemistry, Massachusetts Institute of Technology, Cambridge, Massachusetts 02139, United States
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17
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Yao Y, Verginelli I, Suuberg EM, Eklund B. Examining the use of USEPA's Generic Attenuation Factor in determining groundwater screening levels for vapor intrusion. GROUND WATER MONITORING & REMEDIATION 2018; 38:79-89. [PMID: 30524180 PMCID: PMC6277045 DOI: 10.1111/gwmr.12276] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 07/26/2017] [Accepted: 02/27/2018] [Indexed: 05/24/2023]
Abstract
A value of 0.001 is recommended by the United States Environmental Protection Agency (USEPA) for its groundwater-to-indoor air Generic Attenuation Factor (GAFG), used in assessing potential vapor intrusion (VI) impacts to indoor air, given measured groundwater concentrations of volatile chemicals of concern (e.g., chlorinated solvents). The GAFG can, in turn, be used for developing groundwater screening levels for VI given target indoor air quality screening levels. In this study, we examine the validity and applicability of the GAFG both for predicting indoor air impacts and for determining groundwater screening levels. This is done using both analysis of published data and screening model calculations. Among the 774 total paired groundwater-indoor air measurements in the USEPA's VI database (which were used by that agency to generate the GAFG) we found that there are 427 pairs for which a single groundwater measurement or interpolated value was applied to multiple buildings. In one case, up to 73 buildings were associated with a single interpolated groundwater value and in another case up to 15 buildings were associated with a single groundwater measurement (i.e, that the indoor air contaminant concentrations in all of the associated buildings were influenced by the concentration determined at a single point). In more than 70% of the cases (390 of 536 paired measurements in which horizontal building-monitoring well distance was recorded) the monitoring wells were located more than 30 meters (and some up to over 200 meters) from the associated buildings. In a few cases, the measurements in the database even improbably implied that soil gas contaminant concentrations increased, rather than decreased, in an upward direction from a contaminant source to a foundation slab. Such observations indicate problematic source characterization within the dataset used to generate the GAFG, and some indicate the possibility of a significant influence of a preferential contaminant pathway. While the inherent value of the USEPA database itself is not being questioned here, the above facts raise the very real possibility that the recommended groundwater attenuation factors are being influenced by variables or conditions that have not thus far been fully accounted for. In addition, the predicted groundwater attenuation factors often fall far beyond the upper limits of predictions from mathematical models of VI, ranging from screening models to detailed computational fluid dynamic models. All these models are based on the same fundamental conceptual site model, involving a vadose zone vapor transport pathway starting at an underlying uniform groundwater source and leading to the foundation of a building of concern. According to the analysis presented here, we believe that for scenarios for which such a "traditional" VI pathway is appropriate, 10-4 is a more appropriately conservative generic groundwater to indoor air attenuation factor than is the EPA-recommended 10-3. This is based both on the statistical analysis of USEPA's VI database, as well as the traditional mathematical models of VI. This result has been validated by comparison with results from some well documented field studies.
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Affiliation(s)
- Yijun Yao
- MOE Key Lab of Environmental Remediation and Ecosystem Health, College of Environmental and Resource Sciences, Zhejiang University, Hangzhou 310058, China
- Research Center for Air Pollution and Health, Zhejiang University, Hangzhou 310058, China
- Institute of Environmental Health, Zhejiang University, Hangzhou 310058, China
| | - Iason Verginelli
- Laboratory of Environmental Engineering, Department of Civil Engineering and Computer Science Engineering, University of Rome “Tor Vergata”, Via del Politecnico, 1 00133 Rome, Italy
| | - Eric M. Suuberg
- School of Engineering, Brown University, Providence, RI 02912, USA
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18
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Zhang Y, Chan PPY, Herr AE. Rapid Capture and Release of Nucleic Acids through a Reversible Photo-Cycloaddition Reaction in a Psoralen-Functionalized Hydrogel. Angew Chem Int Ed Engl 2018; 57:2357-2361. [PMID: 29316080 PMCID: PMC5955697 DOI: 10.1002/anie.201711441] [Citation(s) in RCA: 12] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/07/2017] [Indexed: 12/21/2022]
Abstract
Reversible immobilization of DNA and RNA is of great interest to researchers who seek to manipulate DNA or RNA in applications such as microarrays, DNA hydrogels, and gene therapeutics. However, there is no existing system that can rapidly capture and release intact nucleic acids. To meet this unmet need, we developed a functional hydrogel for rapid DNA/RNA capture and release based on the reversible photo-cycloaddition of psoralen and pyrimidines. The functional hydrogel can be easily fabricated through copolymerization of acrylamide with the synthesized allylated psoralen. The psoralen-functionalized hydrogel exhibits effective capture and release of nucleic acids spanning a wide range of lengths in a rapid fashion; over 90 % of the capture process is completed within 1 min, and circa 100 % of the release process is completed within 2 min. We observe no deleterious effects on the hybridization to the captured targets.
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Affiliation(s)
- Yizhe Zhang
- Department of Bioengineering, University of California, Berkeley, Berkeley, CA, 94720, USA
| | - Peggy P Y Chan
- Department of Bioengineering, University of California, Berkeley, Berkeley, CA, 94720, USA
- Faculty of Science Engineering & Technology, Swinburne University of Technology, Melbourne, VIC, 3122, Australia
| | - Amy E Herr
- Department of Bioengineering, University of California, Berkeley, Berkeley, CA, 94720, USA
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19
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Zhang Y, Chan PPY, Herr AE. Rapid Capture and Release of Nucleic Acids through a Reversible Photo-Cycloaddition Reaction in a Psoralen-Functionalized Hydrogel. Angew Chem Int Ed Engl 2018. [DOI: 10.1002/ange.201711441] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/08/2022]
Affiliation(s)
- Yizhe Zhang
- Department of Bioengineering; University of California, Berkeley; Berkeley CA 94720 USA
| | - Peggy P. Y. Chan
- Department of Bioengineering; University of California, Berkeley; Berkeley CA 94720 USA
- Faculty of Science Engineering & Technology; Swinburne University of Technology; Melbourne VIC 3122 Australia
| | - Amy E. Herr
- Department of Bioengineering; University of California, Berkeley; Berkeley CA 94720 USA
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20
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Morelli A, Cabezas Y, Mills LJ, Seelig B. Extensive libraries of gene truncation variants generated by in vitro transposition. Nucleic Acids Res 2017; 45:e78. [PMID: 28130425 PMCID: PMC5449547 DOI: 10.1093/nar/gkx030] [Citation(s) in RCA: 5] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/01/2016] [Accepted: 01/20/2017] [Indexed: 11/14/2022] Open
Abstract
The detailed analysis of the impact of deletions on proteins or nucleic acids can reveal important functional regions and lead to variants with improved macromolecular properties. We present a method to generate large libraries of mutants with deletions of varying length that are randomly distributed throughout a given gene. This technique facilitates the identification of crucial sequence regions in nucleic acids or proteins. The approach utilizes in vitro transposition to generate 5΄ and 3΄ fragment sub-libraries of a given gene, which are then randomly recombined to yield a final library comprising both terminal and internal deletions. The method is easy to implement and can generate libraries in three to four days. We used this approach to produce a library of >9000 random deletion mutants of an artificial RNA ligase enzyme representing 32% of all possible deletions. The quality of the library was assessed by next-generation sequencing and detailed bioinformatics analysis. Finally, we subjected this library to in vitro selection and obtained fully functional variants with deletions of up to 18 amino acids of the parental enzyme that had been 95 amino acids in length.
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Affiliation(s)
- Aleardo Morelli
- Department of Biochemistry, Molecular Biology and Biophysics, University of Minnesota, Minneapolis, MN 55455, USA.,BioTechnology Institute, University of Minnesota, St. Paul, MN 55108, USA
| | - Yari Cabezas
- Department of Biochemistry, Molecular Biology and Biophysics, University of Minnesota, Minneapolis, MN 55455, USA.,BioTechnology Institute, University of Minnesota, St. Paul, MN 55108, USA
| | - Lauren J Mills
- Minnesota Supercomputing Institute, University of Minnesota, Minneapolis, MN 55455, USA
| | - Burckhard Seelig
- Department of Biochemistry, Molecular Biology and Biophysics, University of Minnesota, Minneapolis, MN 55455, USA.,BioTechnology Institute, University of Minnesota, St. Paul, MN 55108, USA
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21
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Abstract
Directed evolution is a useful method for the discovery of nucleic acids, peptides, or proteins that have desired binding abilities or functions. Because of the abundance and importance of glycosylation in nature, directed evolution of glycopeptides and glycoproteins is also highly desirable. However, common directed evolution platforms such as phage-, yeast-, or mammalian-cell display are limited for these applications by several factors. Glycan structure at each glycosylation site is not genetically encoded, and yeast and mammalian cells produce a heterogeneous mixture of glycoforms at each site on the protein. Although yeast, mammalian and Escherichia coli cells can be engineered to produce a homogenous glycoform at all glycosylation sites, there are just a few specific glycan structures that can readily be accessed in this manner. Recently, we reported a novel system for the directed evolution of glycopeptide libraries, which could in principle be decorated with any desired glycan. Our method combines in vitro peptide selection by mRNA display with unnatural amino acid incorporation and chemical attachment of synthetic oligosaccharides. Here, we provide an updated and optimized protocol for this method, which is designed to create glycopeptide mRNA display libraries containing ~1013 sequences and select them for target binding. The target described here is the HIV broadly neutralizing monoclonal antibody 2G12; 2G12 binds to cluster of high-mannose oligosaccharides on the HIV envelope glycoprotein gp120; and glycopeptides that mimic this epitope may be useful in HIV vaccine applications. This method is expected to be readily applicable for other types of glycans and targets of interest in glycobiology.
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22
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Discovery and Characterization of a Novel CD4-Binding Adnectin with Potent Anti-HIV Activity. Antimicrob Agents Chemother 2017; 61:AAC.00508-17. [PMID: 28584151 DOI: 10.1128/aac.00508-17] [Citation(s) in RCA: 14] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/08/2017] [Accepted: 05/30/2017] [Indexed: 02/08/2023] Open
Abstract
A novel fibronectin-based protein (Adnectin) HIV-1 inhibitor was generated using in vitro selection. This inhibitor binds to human CD4 with a high affinity (3.9 nM) and inhibits viral entry at a step after CD4 engagement and preceding membrane fusion. The progenitor sequence of this novel inhibitor was selected from a library of trillions of Adnectin variants using mRNA display and then further optimized for improved antiviral and physical properties. The final optimized inhibitor exhibited full potency against a panel of 124 envelope (gp160) proteins spanning 11 subtypes, indicating broad-spectrum activity. Resistance profiling studies showed that this inhibitor required 30 passages (151 days) in culture to acquire sufficient resistance to result in viral titer breakthrough. Resistance mapped to the loss of multiple potential N-linked glycosylation sites in gp120, suggesting that inhibition is due to steric hindrance of CD4-binding-induced conformational changes.
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23
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Hacker DE, Hoinka J, Iqbal ES, Przytycka TM, Hartman MCT. Highly Constrained Bicyclic Scaffolds for the Discovery of Protease-Stable Peptides via mRNA Display. ACS Chem Biol 2017; 12:795-804. [PMID: 28146347 DOI: 10.1021/acschembio.6b01006] [Citation(s) in RCA: 44] [Impact Index Per Article: 6.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/09/2023]
Abstract
Highly constrained peptides such as the knotted peptide natural products are promising medicinal agents because of their impressive biostability and potent activity. Yet, libraries of highly constrained peptides are challenging to prepare. Here, we present a method which utilizes two robust, orthogonal chemical steps to create highly constrained bicyclic peptide libraries. This technology was optimized to be compatible with in vitro selections by mRNA display. We performed side-by-side monocyclic and bicyclic selections against a model protein (streptavidin). Both selections resulted in peptides with mid-nanomolar affinity, and the bicyclic selection yielded a peptide with remarkable protease resistance.
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Affiliation(s)
- David E. Hacker
- Virginia Commonwealth University, Department of Chemistry, 1001 West Main Street, Richmond, Virginia 23284-2006, United States
- National Center for Biotechnology Information, 8600 Rockville Pike, Bethesda, Maryland 20894, United States
| | - Jan Hoinka
- Virginia Commonwealth University, Department of Chemistry, 1001 West Main Street, Richmond, Virginia 23284-2006, United States
- National Center for Biotechnology Information, 8600 Rockville Pike, Bethesda, Maryland 20894, United States
| | - Emil S. Iqbal
- Virginia Commonwealth University, Department of Chemistry, 1001 West Main Street, Richmond, Virginia 23284-2006, United States
- National Center for Biotechnology Information, 8600 Rockville Pike, Bethesda, Maryland 20894, United States
| | - Teresa M. Przytycka
- Virginia Commonwealth University, Department of Chemistry, 1001 West Main Street, Richmond, Virginia 23284-2006, United States
- National Center for Biotechnology Information, 8600 Rockville Pike, Bethesda, Maryland 20894, United States
| | - Matthew C. T. Hartman
- Virginia Commonwealth University, Department of Chemistry, 1001 West Main Street, Richmond, Virginia 23284-2006, United States
- National Center for Biotechnology Information, 8600 Rockville Pike, Bethesda, Maryland 20894, United States
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24
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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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25
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Litovchick A, Clark MA, Keefe AD. Universal strategies for the DNA-encoding of libraries of small molecules using the chemical ligation of oligonucleotide tags. ARTIFICIAL DNA, PNA & XNA 2015; 5:e27896. [PMID: 25483841 PMCID: PMC4014522 DOI: 10.4161/adna.27896] [Citation(s) in RCA: 19] [Impact Index Per Article: 2.1] [Reference Citation Analysis] [Abstract] [Key Words] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Indexed: 02/03/2023]
Abstract
The affinity-mediated selection of large libraries of DNA-encoded small molecules is increasingly being used to initiate drug discovery programs. We present universal methods for the encoding of such libraries using the chemical ligation of oligonucleotides. These methods may be used to record the chemical history of individual library members during combinatorial synthesis processes. We demonstrate three different chemical ligation methods as examples of information recording processes (writing) for such libraries and two different cDNA-generation methods as examples of information retrieval processes (reading) from such libraries. The example writing methods include uncatalyzed and Cu(I)-catalyzed alkyne-azide cycloadditions and a novel photochemical thymidine-psoralen cycloaddition. The first reading method “relay primer-dependent bypass” utilizes a relay primer that hybridizes across a chemical ligation junction embedded in a fixed-sequence and is extended at its 3′-terminus prior to ligation to adjacent oligonucleotides. The second reading method “repeat-dependent bypass” utilizes chemical ligation junctions that are flanked by repeated sequences. The upstream repeat is copied prior to a rearrangement event during which the 3′-terminus of the cDNA hybridizes to the downstream repeat and polymerization continues. In principle these reading methods may be used with any ligation chemistry and offer universal strategies for the encoding (writing) and interpretation (reading) of DNA-encoded chemical libraries.
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26
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Horiya S, Bailey JK, Temme JS, Guillen Schlippe YV, Krauss IJ. Directed evolution of multivalent glycopeptides tightly recognized by HIV antibody 2G12. J Am Chem Soc 2014; 136:5407-15. [PMID: 24645849 PMCID: PMC4004241 DOI: 10.1021/ja500678v] [Citation(s) in RCA: 70] [Impact Index Per Article: 7.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/16/2023]
Abstract
![]()
Herein,
we report a method for in vitro selection of multivalent
glycopeptides, combining mRNA display with incorporation of unnatural
amino acids and “click” chemistry. We have demonstrated
the use of this method to design potential glycopeptide vaccines against
HIV. From libraries of ∼1013 glycopeptides containing
multiple Man9 glycan(s), we selected variants that bind
to HIV broadly neutralizing antibody 2G12 with picomolar to low nanomolar
affinity. This is comparable to the strength of the natural 2G12–gp120
interaction, and is the strongest affinity achieved to date with constructs
containing 3–5 glycans. These glycopeptides are therefore of
great interest in HIV vaccine design.
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Affiliation(s)
- Satoru Horiya
- Department of Chemistry, Brandeis University , Waltham, Massachusetts 02454-9110, United States
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27
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Role of messenger RNA–ribosome complex in complementary DNA display. Anal Biochem 2013; 438:97-103. [DOI: 10.1016/j.ab.2013.03.022] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.1] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/06/2013] [Revised: 03/18/2013] [Accepted: 03/20/2013] [Indexed: 11/20/2022]
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28
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Mochizuki Y, Kumachi S, Nishigaki K, Nemoto N. Increasing the library size in cDNA display by optimizing purification procedures. Biol Proced Online 2013; 15:7. [PMID: 23697943 PMCID: PMC3680162 DOI: 10.1186/1480-9222-15-7] [Citation(s) in RCA: 6] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/17/2013] [Accepted: 05/19/2013] [Indexed: 11/10/2022] Open
Abstract
BACKGROUND The library size is critical for selection in evolutionary molecular engineering (directed evolution). Although cDNA display has become a promising in vitro display technology by overcoming the instability of mRNA display, it is hindered by low yields. In this study, we improved the yield of cDNA display molecules by carefully examining each step of the preparation process. FINDINGS We found that steric hindrance of ribosomes binding to the mRNA-protein fusion molecules was interfering with biotin-streptavidin binding. Additionally, reducing buffer exchange by performing RNase digestion in the His-tag-binding buffer to release the cDNA display molecules improved their His-tag purification. CONCLUSION Our optimized conditions have improved the yield of cDNA display molecules by more than 10 times over currently used methods, making cDNA display more practically available in evolutionary molecular engineering.
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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.
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29
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Ito K, Passioura T, Suga H. Technologies for the synthesis of mRNA-encoding libraries and discovery of bioactive natural product-inspired non-traditional macrocyclic peptides. Molecules 2013; 18:3502-28. [PMID: 23507778 PMCID: PMC6270345 DOI: 10.3390/molecules18033502] [Citation(s) in RCA: 47] [Impact Index Per Article: 4.3] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/31/2013] [Revised: 02/04/2013] [Accepted: 02/25/2013] [Indexed: 01/04/2023] Open
Abstract
In this review, we discuss emerging technologies for drug discovery, which yields novel molecular scaffolds based on natural product-inspired non-traditional peptides expressed using the translation machinery. Unlike natural products, these technologies allow for constructing mRNA-encoding libraries of macrocyclic peptides containing non-canonical sidechains and N-methyl-modified backbones. The complexity of sequence space in such libraries reaches as high as a trillion (>1012), affording initial hits of high affinity ligands against protein targets. Although this article comprehensively covers several related technologies, we discuss in greater detail the technical development and advantages of the Random non-standard Peptide Integration Discovery (RaPID) system, including the recent identification of inhibitors against various therapeutic targets.
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Affiliation(s)
| | | | - Hiroaki Suga
- Author to whom correspondence should be addressed; E-Mail: ; Tel./Fax: +81-3-5841-8372
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30
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Abstract
In the past decade, in vitro evolution techniques have been used to improve the performance or alter the activity of a number of different enzymes and have generated enzymes de novo. In this review, we provide an overview of the available in vitro methods, their application, and some general considerations for enzyme engineering in vitro. We discuss the advantages of in vitro over in vivo approaches and focus on ribosome display, mRNA display, DNA display technologies, and in vitro compartmentalization (IVC) methods. This review aims to help researchers determine which approach is best suited for their own experimental needs and to highlight that in vitro methods offer a promising route for enzyme engineering.
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Affiliation(s)
- Misha V Golynskiy
- Department of Biochemistry, Molecular Biology and Biophysics, University of Minnesota, St. Paul, MN, USA
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31
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Ueno S, Kimura S, Ichiki T, Nemoto N. Improvement of a puromycin-linker to extend the selection target varieties in cDNA display method. J Biotechnol 2012; 162:299-302. [DOI: 10.1016/j.jbiotec.2012.09.003] [Citation(s) in RCA: 10] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/25/2012] [Revised: 08/19/2012] [Accepted: 09/07/2012] [Indexed: 11/24/2022]
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32
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Valencia CA, Zou J, Liu R. In vitro selection of proteins with desired characteristics using mRNA-display. Methods 2012. [PMID: 23201412 DOI: 10.1016/j.ymeth.2012.11.004] [Citation(s) in RCA: 9] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/27/2023] Open
Abstract
mRNA-display is an amplification-based, iterative rounds of in vitro protein selection technique that circumvents a number of difficulties associated with yeast two-hybrid and phage display. Because of the covalent linkage between the genotype and the phenotype, mRNA-display provides a powerful means for reading and amplifying a peptide or protein sequence after it has been selected from a library with very high diversity. The purpose of this article is to provide a summary of the field and practical framework of mRNA-display-based selections. We summarize the advantages and limitations of selections using mRNA-display as well as the recent applications, namely, the identification of novel affinity reagents, target-binding partners, and enzyme substrates from synthetic peptide or natural proteome libraries. Practically, we provide a detailed procedure for performing mRNA-display-based selections with the aim of identifying protease substrates and binding partners of a target protein. Furthermore, we describe how to confirm the function of the selected protein sequences by biochemical assays and bioinformatic tools.
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Affiliation(s)
- C Alexander Valencia
- Division of Human Genetics, Cincinnati Children's Hospital Medical Center, Cincinnati, OH 45229, USA.
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33
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Schlippe YVG, Hartman MCT, Josephson K, Szostak JW. In vitro selection of highly modified cyclic peptides that act as tight binding inhibitors. J Am Chem Soc 2012; 134:10469-77. [PMID: 22428867 PMCID: PMC3384292 DOI: 10.1021/ja301017y] [Citation(s) in RCA: 178] [Impact Index Per Article: 14.8] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/16/2022]
Abstract
![]()
There is a great demand for the discovery of new therapeutic
molecules
that combine the high specificity and affinity of biologic drugs with
the bioavailability and lower cost of small molecules. Small, natural-product-like
peptides hold great promise in bridging this gap; however, access
to libraries of these compounds has been a limitation. Since ribosomal
peptides may be subjected to in vitro selection techniques,
the generation of extremely large libraries (>1013)
of
highly modified macrocyclic peptides may provide a powerful alternative
for the generation and selection of new useful bioactive molecules.
Moreover, the incorporation of many non-proteinogenic amino acids
into ribosomal peptides in conjunction with macrocyclization should
enhance the drug-like features of these libraries. Here we show that
mRNA-display, a technique that allows the in vitro selection of peptides, can be applied to the evolution of macrocyclic
peptides that contain a majority of unnatural amino acids. We describe
the isolation and characterization of two such unnatural cyclic peptides
that bind the protease thrombin with low nanomolar affinity, and we
show that the unnatural residues in these peptides are essential for
the observed high-affinity binding. We demonstrate that the selected
peptides are tight-binding inhibitors of thrombin, with Kiapp values in the low nanomolar range. The
ability to evolve highly modified macrocyclic peptides in the laboratory
is the first crucial step toward the facile generation of useful molecular
reagents and therapeutic lead molecules that combine the advantageous
features of biologics with those of small-molecule drugs.
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Affiliation(s)
- Yollete V Guillen Schlippe
- Howard Hughes Medical Institute, Department of Molecular Biology and Center for Computational and Integrative Biology, Massachusetts General Hospital, 185 Cambridge Street, Boston, Massachusetts 02114, USA
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34
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Abstract
The ribosomal synthesis of drug-like peptides containing unnatural amino acids is possible due to the broad substrate specificity of the ribosome. In this protocol, a reconstituted Escherichia coli ribosomal translation system (PURE) is adapted to incorporate unnatural amino acids into mRNA-displayed peptide libraries, which are used in in vitro selection.
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Affiliation(s)
- Zhong Ma
- Department of Chemistry, Virginia Commonwealth University, Richmond, VA, USA
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35
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Wang R, Cotten SW, Liu R. mRNA display using covalent coupling of mRNA to translated proteins. Methods Mol Biol 2012; 805:87-100. [PMID: 22094802 DOI: 10.1007/978-1-61779-379-0_6] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/13/2022]
Abstract
mRNA display is a powerful technique that allows for covalent coupling of a translated protein with its coding mRNA. The resulting conjugation between genotype and phenotype can be used for the efficient selection and identification of peptides or proteins with desired properties from an mRNA-displayed peptide or protein library with high diversity. This protocol outlines the principle of mRNA display and the detailed procedures for the synthesis of mRNA-protein fusions. Some special considerations for library construction, generation, and purification are discussed.
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Affiliation(s)
- Rong Wang
- Eshelman School of Pharmacy and Carolina Center for Genome Sciences, University of North Carolina at Chapel Hill, Chapel Hill, NC, USA
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36
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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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37
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Cotten SW, Zou J, Valencia CA, Liu R. Selection of proteins with desired properties from natural proteome libraries using mRNA display. Nat Protoc 2011; 6:1163-82. [DOI: 10.1038/nprot.2011.354] [Citation(s) in RCA: 18] [Impact Index Per Article: 1.4] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/09/2022]
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38
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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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39
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Golynskiy MV, Seelig B. De novo enzymes: from computational design to mRNA display. Trends Biotechnol 2010; 28:340-5. [PMID: 20483496 DOI: 10.1016/j.tibtech.2010.04.003] [Citation(s) in RCA: 27] [Impact Index Per Article: 1.9] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/21/2010] [Revised: 04/09/2010] [Accepted: 04/13/2010] [Indexed: 10/19/2022]
Abstract
Enzymes offer cheap, environmentally responsible and highly efficient alternatives to chemical catalysts. The past two decades have seen a significant rise in the use of enzymes in industrial settings. Although many natural enzymes have been modified through protein engineering to better suit practical applications, these approaches are often insufficient. A key goal of enzyme engineers is to build enzymes de novo - or, 'from scratch'. To date, several technologies have been developed to achieve this goal: namely, computational design, catalytic antibodies and mRNA display. These methods rely on different principles, trading off rational protein design against an entirely combinatorial approach of directed evolution of vast protein libraries. The aim of this article is to review and compare these methods and their potential for generating truly de novo biocatalysts.
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Affiliation(s)
- Misha V Golynskiy
- Department of Biochemistry, University of Minnesota, St. Paul, MN 55108, USA
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40
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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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41
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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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42
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Abstract
In vitro genetic approaches are powerful solutions to the protein design problem. mRNA display is an in vitro selection technique enabling the design of peptide and protein ligands ranging from one to over 100 amino acids. Libraries containing more than 10 trillion unique sequences can be synthesized and sieved with exquisite control over binding stringency and specificity.
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Affiliation(s)
- Terry T Takahashi
- Department of Chemistry, University of Southern California, Los Angeles, CA, USA
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43
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Kim JM, Shin HJ, Kim K, Lee MS. A pseudoknot improves selection efficiency in ribosome display. Mol Biotechnol 2007; 36:32-7. [PMID: 17827535 PMCID: PMC7090622 DOI: 10.1007/s12033-007-0017-1] [Citation(s) in RCA: 5] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/30/1999] [Revised: 11/30/1999] [Accepted: 11/30/1999] [Indexed: 12/05/2022]
Abstract
The size and diversity of ribosome display libraries depends upon stability of the complex formed between the ribosome, mRNA and translated protein. To investigate if mRNA secondary structure improves stability of the complex, we tested a pseudoknot, originating from the genomic RNA of infectious bronchitis virus (IBV), a member of the positive-stranded coronavirus group. We used the previously-isolated anti-DNA scFv, 3D8, as a target protein. During in vitro translation in rabbit reticulocyte lysate, we observed that incorporation of the pseudoknot into the mRNA resulted in production of a translational intermediate that corresponded to the expected size for ribosomal arrest at the pseudoknot. Complexes containing the mRNA pseudoknot exhibited a higher efficiency of affinity selection than that those without, indicating that the pseudoknot improves stability of the mRNA-ribosome-antibody complex in a eukaryotic translation system. Thus, in order to improve the efficiency of selection, this relatively short pseudoknot sequence could be incorporated into ribosome display.
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Affiliation(s)
- Jong-Myung Kim
- Department of Microbiology, Ajou University School of Medicine, Suwon, South Korea
| | - Ho-Joon Shin
- Department of Microbiology, Ajou University School of Medicine, Suwon, South Korea
| | - Kyongmin Kim
- Department of Microbiology, Ajou University School of Medicine, Suwon, South Korea
| | - Myung-Shin Lee
- Department of Microbiology, Ajou University School of Medicine, Suwon, South Korea
- The Armed Forces Medical Research Institute, P.O.B 78-503, Chumok-dong, Yuseong-gu, Daejeon, 305-153 South Korea
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44
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Seelig B, Szostak JW. Selection and evolution of enzymes from a partially randomized non-catalytic scaffold. Nature 2007; 448:828-31. [PMID: 17700701 PMCID: PMC4476047 DOI: 10.1038/nature06032] [Citation(s) in RCA: 161] [Impact Index Per Article: 9.5] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/21/2007] [Accepted: 06/19/2007] [Indexed: 11/10/2022]
Abstract
Enzymes are exceptional catalysts that facilitate a wide variety of reactions under mild conditions, achieving high rate-enhancements with excellent chemo-, regio- and stereoselectivities. There is considerable interest in developing new enzymes for the synthesis of chemicals and pharmaceuticals and as tools for molecular biology. Methods have been developed for modifying and improving existing enzymes through screening, selection and directed evolution. However, the design and evolution of truly novel enzymes has relied on extensive knowledge of the mechanism of the reaction. Here we show that genuinely new enzymatic activities can be created de novo without the need for prior mechanistic information by selection from a naive protein library of very high diversity, with product formation as the sole selection criterion. We used messenger RNA display, in which proteins are covalently linked to their encoding mRNA, to select for functional proteins from an in vitro translated protein library of >10(12 )independent sequences without the constraints imposed by any in vivo step. This technique has been used to evolve new peptides and proteins that can bind a specific ligand, from both random-sequence libraries and libraries based on a known protein fold. We now describe the isolation of novel RNA ligases from a library that is based on a zinc finger scaffold, followed by in vitro directed evolution to further optimize these enzymes. The resulting ligases exhibit multiple turnover with rate enhancements of more than two-million-fold.
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Affiliation(s)
- Burckhard Seelig
- Howard Hughes Medical Institute, Department of Molecular Biology, and Center for Computational and Integrative Biology (CCIB), 7215 Simches Research Center, Massachusetts General Hospital, 185 Cambridge Street, Boston, Massachusetts 02114, USA
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45
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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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46
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Huang BC, Liu R. Comparison of mRNA-Display-Based Selections Using Synthetic Peptide and Natural Protein Libraries. Biochemistry 2007; 46:10102-12. [PMID: 17685586 DOI: 10.1021/bi700220x] [Citation(s) in RCA: 20] [Impact Index Per Article: 1.2] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/30/2022]
Abstract
mRNA display is a genotype-phenotype conjugation method that allows the amplification-based, iterative rounds of in vitro selection to be applied to peptides and proteins. Compared to prior protein selection techniques, mRNA display can be used to select functional sequences from both long natural protein and short combinatorial peptide libraries with much higher complexities. To investigate the basic features and problems of using mRNA display in studying conditional protein-protein interactions, we compared the target-binding selections against calmodulin (CaM) using both a natural protein library and a combinatorial peptide library. The selections were efficient in both cases and required only two rounds to isolate numerous Ca2+/CaM-binding natural proteins and synthetic peptides with a wide range of affinities. Many known and novel CaM-binding proteins were identified from the natural human protein library. More than 2000 CaM-binding peptides were selected from the combinatorial peptide library. Unlike sequences from prior CaM-binding selections that correlated poorly with naturally occurring proteins, synthetic peptides homologous to the Ca2+/CaM-binding motifs in natural proteins were isolated. Interestingly, a large number of synthetic peptides that lack the conventional CaM-binding secondary structures bound to CaM tightly and specifically, suggesting the presence of other interaction modes between CaM and its downstream binding targets. Our results indicate that mRNA display is an ideal approach to the identification of Ca2+-dependent protein-protein interactions, which are important in the regulation of numerous signaling pathways.
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Affiliation(s)
- Bao-Cheng Huang
- School of Pharmacy and Carolina Center for Genome Sciences, The University of North Carolina at Chapel Hill, Chapel Hill, North Carolina 27599, USA
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47
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Ja WW, West AP, Delker SL, Bjorkman PJ, Benzer S, Roberts RW. Extension of Drosophila melanogaster life span with a GPCR peptide inhibitor. Nat Chem Biol 2007; 3:415-9. [PMID: 17546039 PMCID: PMC2803097 DOI: 10.1038/nchembio.2007.2] [Citation(s) in RCA: 47] [Impact Index Per Article: 2.8] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/08/2006] [Accepted: 05/11/2007] [Indexed: 11/09/2022]
Abstract
G protein-coupled receptors (GPCRs) mediate signaling from extracellular ligands to intracellular signal transduction proteins. Methuselah (Mth) is a class B (secretin-like) GPCR, a family typified by their large, ligand-binding, N-terminal extracellular domains. Downregulation of mth increases the life span of Drosophila melanogaster; inhibitors of Mth signaling should therefore enhance longevity. We used mRNA display selection to identify high-affinity (K(d) = 15 to 30 nM) peptide ligands that bind to the N-terminal ectodomain of Mth. The selected peptides are potent antagonists of Mth signaling, and structural studies suggest that they perturb the interface between the Mth ecto- and transmembrane domains. Flies constitutively expressing a Mth antagonist peptide have a robust life span extension, which suggests that the peptides inhibit Mth signaling in vivo. Our work thus provides new life span-extending ligands for a metazoan and a general approach for the design of modulators of this important class of GPCRs.
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Affiliation(s)
- William W. Ja
- Division of Biology, 1200 E. California Blvd. 156-29, California Institute of Technology, Pasadena, CA 91125, USA
| | - Anthony P. West
- Division of Biology, 1200 E. California Blvd. 156-29, California Institute of Technology, Pasadena, CA 91125, USA
| | - Silvia L. Delker
- Division of Biology, 1200 E. California Blvd. 156-29, California Institute of Technology, Pasadena, CA 91125, USA
| | - Pamela J. Bjorkman
- Division of Biology, 1200 E. California Blvd. 156-29, California Institute of Technology, Pasadena, CA 91125, USA
- Howard Hughes Medical Institute, 1200 E. California Blvd. 156-29, California Institute of Technology, Pasadena, CA 91125, USA
| | - Seymour Benzer
- Division of Biology, 1200 E. California Blvd. 156-29, California Institute of Technology, Pasadena, CA 91125, USA
| | - Richard W. Roberts
- Departments of Chemistry and Chemical Engineering, University of Southern California, Los Angeles, CA 90089, USA
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48
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Anderson RM, Kwon M, Strobel SA. Toward ribosomal RNA catalytic activity in the absence of protein. J Mol Evol 2007; 64:472-83. [PMID: 17417708 DOI: 10.1007/s00239-006-0211-y] [Citation(s) in RCA: 25] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/02/2006] [Accepted: 10/16/2006] [Indexed: 11/28/2022]
Abstract
The ribosome is the ribonucleoprotein particle responsible for translation of genetic information into proteins. The RNA component of the ribosome has been implicated as the catalytic entity for peptide bond formation based on protease resistance and structural data indicating an all-RNA active site. Nevertheless, peptidyl transfer by ribosomal RNA (rRNA) alone has not been demonstrated. In an attempt to show such activity we generated a minimal construct that comprises much of the 23S rRNA peptidyl transferase center, including the central loop and the A- and P-loops. This minimal rRNA domain was inactive in peptide bond formation under all conditions tested. The RNA was subsequently subjected to six rounds of in vitro selection designed to enrich for this activity. The result was a mutated rRNA sequence that could catalyze the covalent linkage of an A-site and P-site substrate; however, the product did not contain a peptide bond. The current study is an example of an in vitro derived alternate function of rRNA mutants and illustrates the evolutionary possibility that the protoribosome may have used amino acids as substrates before it gained the ability to join them into peptides. Though peptidyl transferase activity in the absence of protein remains elusive, the ease with which alternate catalytic activity was selected from rRNA with a small number of mutations suggests that rRNA may have inherent activity. This study represents a step on the path toward isolating that native activity.
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Affiliation(s)
- Rachel M Anderson
- Department of Molecular Biophysics and Biochemistry, Yale University, New Haven, CT 06520, USA
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49
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Biyani M, Husimi Y, Nemoto N. Solid-phase translation and RNA-protein fusion: a novel approach for folding quality control and direct immobilization of proteins using anchored mRNA. Nucleic Acids Res 2006; 34:e140. [PMID: 17062621 PMCID: PMC1635333 DOI: 10.1093/nar/gkl771] [Citation(s) in RCA: 25] [Impact Index Per Article: 1.4] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/21/2022] Open
Abstract
A novel cell-free translation system is described in which template-mRNA molecules were captured onto solid surfaces to simultaneously synthesize and immobilize proteins in a more native-state form. This technology comprises a novel solid-phase approach to cell-free translation and RNA–protein fusion techniques. A newly constructed biotinylated linker-DNA which enables puromycin-assisted RNA–protein fusion is ligated to the 3′ ends of the mRNA molecules to attach the mRNA-template on a streptavidin-coated surface and further to enable the subsequent reactions of translation and RNA–protein fusion on surface. The protein products are therefore directly immobilized onto solid surfaces and furthermore were discovered to adopt a more native state with proper protein folding and superior biological activity compared with conventional liquid-phase approaches. We further validate this approach via the production of immobilized green fluorescent protein (GFP) on microbeads and by the production and assay of aldehyde reductase (ALR) enzyme with 4-fold or more activity. The approach developed in this study may enable to embrace the concept of the transformation of ‘RNA chip-to-protein chip’ using a solid-phase cell-free translation system and thus to the development of high-throughput microarray platform in the field of functional genomics and in vitro evolution.
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Affiliation(s)
- Manish Biyani
- Rational Evolutionary Design of Advanced Biomolecules, Saitama Small Enterprise Promotion CorporationSKIP city, 3-12-18 Kamiaoki, Kawaguchi, Saitama 333-0844, Japan
- To whom correspondence should be addressed at Janusys Corporation, #655, Saitama Industrial Technology Center, SKIP City, 3-12-18, Kami-Aoki. Kawaguchi City, Saitama 338-0824, Japan. Tel: +81 48 262 1247; Fax: +81 48 262 1248;
| | - Yuzuru Husimi
- Rational Evolutionary Design of Advanced Biomolecules, Saitama Small Enterprise Promotion CorporationSKIP city, 3-12-18 Kamiaoki, Kawaguchi, Saitama 333-0844, Japan
- Department of Functional Materials Science, Saitama University255 Shimo-Okubo, Sakura-ku, Saitama-shi, Saitama 338-8570, Japan
| | - Naoto Nemoto
- Rational Evolutionary Design of Advanced Biomolecules, Saitama Small Enterprise Promotion CorporationSKIP city, 3-12-18 Kamiaoki, Kawaguchi, Saitama 333-0844, Japan
- Innovation center for start-ups, National Institute of Advanced Industrial Science and Technology2-2-2, Marunouchi, Chiyoda-ku, Tokyo, Japan
- To whom correspondence should be addressed at Janusys Corporation, #655, Saitama Industrial Technology Center, SKIP City, 3-12-18, Kami-Aoki. Kawaguchi City, Saitama 338-0824, Japan. Tel: +81 48 262 1247; Fax: +81 48 262 1248;
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50
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Dufner P, Jermutus L, Minter RR. Harnessing phage and ribosome display for antibody optimisation. Trends Biotechnol 2006; 24:523-9. [PMID: 17000017 DOI: 10.1016/j.tibtech.2006.09.004] [Citation(s) in RCA: 48] [Impact Index Per Article: 2.7] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/28/2006] [Revised: 08/24/2006] [Accepted: 09/14/2006] [Indexed: 12/16/2022]
Abstract
Therapeutic antibodies have become a major driving force for the biopharmaceutical industry; therefore, the discovery and development of safe and efficacious antibody leads have become competitive processes. Phage and ribosome display are ideal tools for the generation of such molecules and have already delivered an approved drug as well as a multitude of clinical candidates. Because they are capable of searching billions of antibody variants in tailored combinatorial libraries, they are particularly applicable to potency optimisation. In conjunction with targeted, random or semi-rational mutagenesis strategies, they deliver large panels of potent antibody leads. This review introduces the two technologies, compares them with respect to their use in antibody optimisation and highlights how they can be exploited for the successful and efficient generation of putative drug candidates.
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Affiliation(s)
- Patrick Dufner
- Cambridge Antibody Technology, Milstein Building, Granta Park, Cambridge CB1 6GH, UK
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