1
|
Nur A, Lai JY, Ch'ng ACW, Choong YS, Wan Isa WYH, Lim TS. A review of in vitro stochastic and non-stochastic affinity maturation strategies for phage display derived monoclonal antibodies. Int J Biol Macromol 2024; 277:134217. [PMID: 39069045 DOI: 10.1016/j.ijbiomac.2024.134217] [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: 05/15/2024] [Revised: 07/24/2024] [Accepted: 07/25/2024] [Indexed: 07/30/2024]
Abstract
Monoclonal antibodies identified using display technologies like phage display occasionally suffers from a lack of affinity making it unsuitable for application. This drawback is circumvented with the application of affinity maturation. Affinity maturation is an essential step in the natural evolution of antibodies in the immune system. The evolution of molecular based methods has seen the development of various mutagenesis approaches. This allows for the natural evolutionary process during somatic hypermutation to be replicated in the laboratories for affinity maturation to fine-tune the affinity and selectivity of antibodies. In this review, we will discuss affinity maturation strategies for mAbs generated through phage display systems. The review will highlight various in vitro stochastic and non-stochastic affinity maturation approaches that includes but are not limited to random mutagenesis, site-directed mutagenesis, and gene synthesis.
Collapse
Affiliation(s)
- Alia Nur
- Institute for Research in Molecular Medicine, Universiti Sains Malaysia, 11800 Penang, Malaysia
| | - Jing Yi Lai
- Institute for Research in Molecular Medicine, Universiti Sains Malaysia, 11800 Penang, Malaysia
| | - Angela Chiew Wen Ch'ng
- Institute for Research in Molecular Medicine, Universiti Sains Malaysia, 11800 Penang, Malaysia
| | - Yee Siew Choong
- Institute for Research in Molecular Medicine, Universiti Sains Malaysia, 11800 Penang, Malaysia
| | - Wan Yus Haniff Wan Isa
- School of Medical Sciences, Department of Medicine, Universiti Sains Malaysia, 16150 Kubang Kerian, Kelantan, Malaysia
| | - Theam Soon Lim
- Institute for Research in Molecular Medicine, Universiti Sains Malaysia, 11800 Penang, Malaysia; Analytical Biochemistry Research Centre, Universiti Sains Malaysia, 11800 Penang, Malaysia.
| |
Collapse
|
2
|
Rosenqvist P, Saari V, Ora M, Molina AG, Horvath A, Virta P. Tuning the Solubility of Soluble Support Constructs in Liquid Phase Oligonucleotide Synthesis. J Org Chem 2024; 89:13005-13015. [PMID: 39250641 DOI: 10.1021/acs.joc.4c01053] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 09/11/2024]
Abstract
Solubility of the growing oligonucleotide-soluble support constructs in the liquid phase oligonucleotide synthesis (LPOS) is a critical parameter, which affects coupling efficiency, purity, and recovery of the growing oligonucleotides during the chain elongation. In the present study, oligonucleotides have been assembled on a 4-oxoheptanedioic acid (OHDA) linker-derived tetrapodal soluble support using 5'-O-(2-methoxyprop-2-yl)-protected 2'-deoxyribonucleotide phosphoroamidite building blocks with different nucleobase protecting groups [isobutyryl (Gua), 1-butylpyrrolidin-2-ylidene (Gua, Cyt), 2,4-dimethylbenzoyl (Ade, Cyt), and Bz (Thy)]. The solubility of the oligonucleotide-soluble support constructs (molecular mass varying between 3 and 10 kDa) as models of protected tetra-, octa-, dodeca-, hexadeca-, and eicosa-nucleotides was measured in different solvent systems and in potential antisolvents. By tuning the nucleobase protecting group scheme, the solubility can be improved in aprotic organic solvent systems, while the recovery of the constructs in the precipitation, used for the isolation and purification of the growing oligonucleotide intermediates in a protic antisolvent (2-propanol), remained near quantitative. The precipitation-based yield of the protected tetrapodal oligonucleotides varied from a quantitative to 90% yield. Overall yield (for di-: 95%, tri-: 79-96%, tetra-: 82-88%, and pentanucleotides: 68-75%) and purity of the LPOS were evaluated by RP HPLC and MS-spectroscopy of the released oligonucleotide aliquots. In addition, the orthogonality of the OHDA linker was applied to release authentic protected nucleotides from the soluble supports.
Collapse
Affiliation(s)
- Petja Rosenqvist
- Department of Chemistry, University of Turku, 20500 Turku, Finland
| | - Verneri Saari
- Department of Chemistry, University of Turku, 20500 Turku, Finland
| | - Mikko Ora
- Department of Chemistry, University of Turku, 20500 Turku, Finland
| | | | - Andras Horvath
- Janssen Pharmaceutica N.V., 30 Turnhoutseweg, B-2340 Beerse, Belgium
| | - Pasi Virta
- Department of Chemistry, University of Turku, 20500 Turku, Finland
| |
Collapse
|
3
|
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.
Collapse
|
4
|
Stark Y, Menard F, Jeliazkov JR, Ernst P, Chembath A, Ashraf M, Hine AV, Plückthun A. Modular binder technology by NGS-aided, high-resolution selection in yeast of designed armadillo modules. Proc Natl Acad Sci U S A 2024; 121:e2318198121. [PMID: 38917007 PMCID: PMC11228518 DOI: 10.1073/pnas.2318198121] [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: 11/03/2023] [Accepted: 05/07/2024] [Indexed: 06/27/2024] Open
Abstract
Establishing modular binders as diagnostic detection agents represents a cost- and time-efficient alternative to the commonly used binders that are generated one molecule at a time. In contrast to these conventional approaches, a modular binder can be designed in silico from individual modules to, in principle, recognize any desired linear epitope without going through a selection and hit-validation process, given a set of preexisting, amino acid-specific modules. Designed armadillo repeat proteins (dArmRP) have been developed as modular binder scaffolds, and we report here the generation of highly specific dArmRP modules by yeast surface display selection, performed on a rationally designed dArmRP library. A selection strategy was developed to distinguish the binding difference resulting from a single amino acid mutation in the target peptide. Our reverse-competitor strategy introduced here employs the designated target as a competitor to increase the sensitivity when separating specific from cross-reactive binders that show similar affinities for the target peptide. With this switch in selection focus from affinity to specificity, we found that the enrichment during this specificity sort is indicative of the desired phenotype, regardless of the binder abundance. Hence, deep sequencing of the selection pools allows retrieval of phenotypic hits with only 0.1% abundance in the selectivity sort pool from the next-generation sequencing data alone. In a proof-of-principle study, a binder was created by replacing all corresponding wild-type modules with a newly selected module, yielding a binder with very high affinity for the designated target that has been successfully validated as a detection agent in western blot analysis.
Collapse
Affiliation(s)
- Yvonne Stark
- Department of Biochemistry, University of Zürich, Zürich CH-8057, Switzerland
| | - Faye Menard
- Department of Biochemistry, University of Zürich, Zürich CH-8057, Switzerland
| | | | - Patrick Ernst
- Department of Biochemistry, University of Zürich, Zürich CH-8057, Switzerland
| | - Anupama Chembath
- College of Health and Life Sciences, School of Biosciences, Aston University, Aston Triangle, Birmingham B4 7ET, United Kingdom
| | - Mohammed Ashraf
- College of Health and Life Sciences, School of Biosciences, Aston University, Aston Triangle, Birmingham B4 7ET, United Kingdom
| | - Anna V Hine
- College of Health and Life Sciences, School of Biosciences, Aston University, Aston Triangle, Birmingham B4 7ET, United Kingdom
| | - Andreas Plückthun
- Department of Biochemistry, University of Zürich, Zürich CH-8057, Switzerland
| |
Collapse
|
5
|
McConnell A, Hackel BJ. Protein engineering via sequence-performance mapping. Cell Syst 2023; 14:656-666. [PMID: 37494931 PMCID: PMC10527434 DOI: 10.1016/j.cels.2023.06.009] [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: 02/27/2023] [Revised: 05/10/2023] [Accepted: 06/21/2023] [Indexed: 07/28/2023]
Abstract
Discovery and evolution of new and improved proteins has empowered molecular therapeutics, diagnostics, and industrial biotechnology. Discovery and evolution both require efficient screens and effective libraries, although they differ in their challenges because of the absence or presence, respectively, of an initial protein variant with the desired function. A host of high-throughput technologies-experimental and computational-enable efficient screens to identify performant protein variants. In partnership, an informed search of sequence space is needed to overcome the immensity, sparsity, and complexity of the sequence-performance landscape. Early in the historical trajectory of protein engineering, these elements aligned with distinct approaches to identify the most performant sequence: selection from large, randomized combinatorial libraries versus rational computational design. Substantial advances have now emerged from the synergy of these perspectives. Rational design of combinatorial libraries aids the experimental search of sequence space, and high-throughput, high-integrity experimental data inform computational design. At the core of the collaborative interface, efficient protein characterization (rather than mere selection of optimal variants) maps sequence-performance landscapes. Such quantitative maps elucidate the complex relationships between protein sequence and performance-e.g., binding, catalytic efficiency, biological activity, and developability-thereby advancing fundamental protein science and facilitating protein discovery and evolution.
Collapse
Affiliation(s)
- Adam McConnell
- Department of Biomedical Engineering, University of Minnesota - Twin Cities, 421 Washington Avenue SE, Minneapolis, MN 55455, USA
| | - Benjamin J Hackel
- Department of Biomedical Engineering, University of Minnesota - Twin Cities, 421 Washington Avenue SE, Minneapolis, MN 55455, USA; Department of Chemical Engineering and Materials Science, University of Minnesota - Twin Cities, 421 Washington Avenue SE, Minneapolis, MN 55455, USA.
| |
Collapse
|
6
|
Sellés Vidal L, Isalan M, Heap JT, Ledesma-Amaro R. A primer to directed evolution: current methodologies and future directions. RSC Chem Biol 2023; 4:271-291. [PMID: 37034405 PMCID: PMC10074555 DOI: 10.1039/d2cb00231k] [Citation(s) in RCA: 14] [Impact Index Per Article: 14.0] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/21/2022] [Accepted: 01/18/2023] [Indexed: 01/30/2023] Open
Abstract
Directed evolution is one of the most powerful tools for protein engineering and functions by harnessing natural evolution, but on a shorter timescale. It enables the rapid selection of variants of biomolecules with properties that make them more suitable for specific applications. Since the first in vitro evolution experiments performed by Sol Spiegelman in 1967, a wide range of techniques have been developed to tackle the main two steps of directed evolution: genetic diversification (library generation), and isolation of the variants of interest. This review covers the main modern methodologies, discussing the advantages and drawbacks of each, and hence the considerations for designing directed evolution experiments. Furthermore, the most recent developments are discussed, showing how advances in the handling of ever larger library sizes are enabling new research questions to be tackled.
Collapse
Affiliation(s)
- Lara Sellés Vidal
- Imperial College Centre for Synthetic Biology, Imperial College London London SW7 2AZ UK
- Department of Bioengineering, Imperial College London London SW7 2AZ UK
| | - Mark Isalan
- Imperial College Centre for Synthetic Biology, Imperial College London London SW7 2AZ UK
- Department of Life Sciences, Imperial College London London SW7 2AZ UK
| | - John T Heap
- Imperial College Centre for Synthetic Biology, Imperial College London London SW7 2AZ UK
- Department of Life Sciences, Imperial College London London SW7 2AZ UK
- School of Life Sciences, The University of Nottingham, University Park Nottingham NG7 2RD UK
| | - Rodrigo Ledesma-Amaro
- Imperial College Centre for Synthetic Biology, Imperial College London London SW7 2AZ UK
- Department of Bioengineering, Imperial College London London SW7 2AZ UK
| |
Collapse
|
7
|
Johnston C, Migaud ME. Solvent-Assisted Mechanochemical Synthesis of a Nucleotide Dimer. Curr Protoc 2022; 2:e418. [PMID: 35447016 DOI: 10.1002/cpz1.418] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/05/2022]
Abstract
This article contains a synthetic protocol for solvent-assisted mechanochemical synthesis of a nucleotide dimer. First, a dinucleoside phosphite is prepared by solvent-assisted mechanochemistry via the phosphoramidite method. Second, the dinucleoside phosphite is oxidized to form the dinucleotide under mechanochemical conditions. Finally, the dinucleotide is purified by column chromatography. Support protocols are also provided for preparing the acidic salts that can be utilized for phosphoramidite couplings and for demonstrating that the reaction occurs under mechanochemical conditions rather than as a result of solvent added for analysis. Mechanochemistry as applied to synthesis of dinucleotides is a recent development and it is anticipated that the principles in this protocol will be widely applicable to a range of nucleoside and ribonucleoside monomers. The advantages of mechanochemistry over traditional solution-phase chemistry are the simplicity of the procedure, improved hydrolytic stability, and elimination of the need to solubilize poorly soluble compounds. © 2022 Wiley Periodicals LLC. Basic Protocol: Solvent-assisted mechanochemical synthesis of a nucleotide dimer Supplementary Protocol 1: Synthesis of N-methylimidazolium triflate Supplementary Protocol 2: Synthesis of pyridinium trifluoroacetate Supplementary Protocol 3: Confirmation of the efficacy of mechanochemical conditions.
Collapse
Affiliation(s)
| | - Marie E Migaud
- Mitchell Cancer Institute, Department of Pharmacology, College of Medicine, University of South Alabama, 1660 Springhill Avenue, Mobile, Alabama
| |
Collapse
|
8
|
Zhang X, Pan Y, Kang S, Gu L. Combinatorial Approaches for Efficient Design of Photoswitchable Protein-Protein Interactions as In Vivo Actuators. Front Bioeng Biotechnol 2022; 10:844405. [PMID: 35211467 PMCID: PMC8863173 DOI: 10.3389/fbioe.2022.844405] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/28/2021] [Accepted: 01/20/2022] [Indexed: 11/13/2022] Open
Abstract
Light switchable two-component protein dimerization systems offer versatile manipulation and dissection of cellular events in living systems. Over the past 20 years, the field has been driven by the discovery of photoreceptor-based interaction systems, the engineering of light-actuatable binder proteins, and the development of photoactivatable compounds as dimerization inducers. This perspective is to categorize mechanisms and design approaches of these dimerization systems, compare their advantages and limitations, and bridge them to emerging applications. Our goal is to identify new opportunities in combinatorial protein design that can address current engineering challenges and expand in vivo applications.
Collapse
Affiliation(s)
- Xiao Zhang
- Department of Biochemistry and Institute for Protein Design, University of Washington, Seattle, WA, United States
| | - Yuxin Pan
- Department of Biochemistry and Institute for Protein Design, University of Washington, Seattle, WA, United States
| | - Shoukai Kang
- Department of Biochemistry and Institute for Protein Design, University of Washington, Seattle, WA, United States
| | - Liangcai Gu
- Department of Biochemistry and Institute for Protein Design, University of Washington, Seattle, WA, United States
| |
Collapse
|
9
|
Chembath A, Wagstaffe BPG, Ashraf M, Amaral MMF, Frigotto L, Hine AV. Nondegenerate Saturation Mutagenesis: Library Construction and Analysis via MAX and ProxiMAX Randomization. Methods Mol Biol 2022; 2461:19-41. [PMID: 35727442 DOI: 10.1007/978-1-0716-2152-3_3] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/25/2022]
Abstract
Protein engineering can enhance desirable features and improve performance outside of the natural context. Several strategies have been adopted over the years for gene diversification, and engineering of modular proteins in particular is most effective when a high-throughput, library-based approach is employed. Nondegenerate saturation mutagenesis plays a dynamic role in engineering proteins by targeting multiple codons to generate massively diverse gene libraries. Herein, we describe the nondegenerate saturation mutagenesis techniques that we have developed for contiguous (ProxiMAX) and noncontiguous (MAX) randomized codon generation to create precisely defined, diverse gene libraries, in the context of other fully nondegenerate strategies. ProxiMAX randomization comprises saturation cycling with repeated cycles of blunt-ended ligation, type IIS restriction, and PCR amplification, and is now a commercially automated process predominantly used for antibody library generation. MAX randomization encompasses a manual process of selective hybridisation between individual custom oligonucleotide mixes and a conventionally randomized template and is principally employed in the research laboratory setting, to engineer alpha helical proteins and active sites of enzymes. DNA libraries generated using either technology create high-throughput amino acid substitutions via codon randomization, to generate genetically diverse clones.
Collapse
Affiliation(s)
- Anupama Chembath
- College of Health and Life Sciences, Aston University, Aston Triangle, Birmingham, UK
| | | | - Mohammed Ashraf
- College of Health and Life Sciences, Aston University, Aston Triangle, Birmingham, UK
| | - Marta M Ferreira Amaral
- College of Health and Life Sciences, Aston University, Aston Triangle, Birmingham, UK
- Bicycle Therapeutics, Cambridge, UK
| | | | - Anna V Hine
- College of Health and Life Sciences, Aston University, Aston Triangle, Birmingham, UK.
| |
Collapse
|
10
|
Kondo T, Eguchi M, Tsuzuki N, Murata N, Fujino T, Hayashi G, Murakami H. Construction of a Highly Diverse mRNA Library for in vitro Selection of Monobodies. Bio Protoc 2021; 11:e4125. [PMID: 34541043 DOI: 10.21769/bioprotoc.4125] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/03/2021] [Revised: 05/07/2021] [Accepted: 05/16/2021] [Indexed: 11/02/2022] Open
Abstract
Recently, we developed transcription/translation coupled with the association of puromycin linker (TRAP) display as a quick in vitro selection method to obtain antibody-like proteins. For the in vitro selection, it is important to prepare mRNA libraries among which the diversity is high. Here, we describe a method for the preparation of monobody mRNA libraries with greater than 1013 theoretical diversity. First, we synthesized two long single-stranded DNAs that corresponded to fragments of monobody DNA, with random codons in the BC and FG loops. These oligonucleotides were ligated by T4 DNA ligase with the support of guide oligonucleotides containing 3' ends that were protected by a modification. After amplifying the product DNAs by PCR, one end of each DNA fragment was digested with the type II restriction enzyme BsaI, and the resulting DNA fragments were ligated using T4 DNA ligase. After amplification of the DNA product, mRNAs were synthesized by T7 RNA polymerase. This method is simple and could be used for the preparation of mRNA libraries for various antibody-like proteins. Graphic abstract: Construction of a highly diverse mRNA library.
Collapse
Affiliation(s)
- Taishi Kondo
- Department of Biomolecular Engineering, Graduate School of Engineering, Nagoya University, Nagoya, Japan
| | - Minori Eguchi
- Department of Biomolecular Engineering, Graduate School of Engineering, Nagoya University, Nagoya, Japan
| | - Nariaki Tsuzuki
- Department of Biomolecular Engineering, Graduate School of Engineering, Nagoya University, Nagoya, Japan
| | - Naoya Murata
- Department of Biomolecular Engineering, Graduate School of Engineering, Nagoya University, Nagoya, Japan
| | - Tomoshige Fujino
- Department of Biomolecular Engineering, Graduate School of Engineering, Nagoya University, Nagoya, Japan
| | - Gosuke Hayashi
- Department of Biomolecular Engineering, Graduate School of Engineering, Nagoya University, Nagoya, Japan.,Japan Science and Technology Agency (JST), PRESTO, Japan
| | - Hiroshi Murakami
- Department of Biomolecular Engineering, Graduate School of Engineering, Nagoya University, Nagoya, Japan.,Institute of Nano-Life-Systems, Institutes of Innovation for Future Society, Nagoya University, Nagoya, Japan
| |
Collapse
|
11
|
Positive charge in the complementarity-determining regions of synthetic nanobody prevents aggregation. Biochem Biophys Res Commun 2021; 572:1-6. [PMID: 34332323 DOI: 10.1016/j.bbrc.2021.07.054] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/01/2021] [Revised: 07/07/2021] [Accepted: 07/15/2021] [Indexed: 01/19/2023]
Abstract
In the past, specificity and affinity were the priority for synthetic antibody library. However, therapeutic antibodies need good stability for medical use. Through carefully adjust the chemical diversity in CDRs, one hopes to design a synthetic antibody library with good developability. Here we thoroughly analyzed 296 nanobody sequences and structures, constructed a fully-functional synthetic nanobody library, evaluated the relationship between aggregation and isoelectric point, and found that high-pI nanobodies were more resistant to aggregation than low-pIs. As we used the same framework for constructing the library, CDRs charge played a crucial role in mediating nanobody aggregation. We also analyzed the theoretical pI of 296 nanobodies from PDB, about 75% had basic pI, only 25% were acidic. Those results provided useful guidelines for designing next-generation synthetic nanobody libraries and for identifying potent and safe nanobody therapeutics.
Collapse
|
12
|
Tretyachenko V, Voráček V, Souček R, Fujishima K, Hlouchová K. CoLiDe: Combinatorial Library Design tool for probing protein sequence space. Bioinformatics 2021; 37:482-489. [PMID: 32956450 PMCID: PMC8088326 DOI: 10.1093/bioinformatics/btaa804] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/02/2020] [Revised: 07/28/2020] [Accepted: 09/07/2020] [Indexed: 11/14/2022] Open
Abstract
MOTIVATION Current techniques of protein engineering focus mostly on re-designing small targeted regions or defined structural scaffolds rather than constructing combinatorial libraries of versatile compositions and lengths. This is a missed opportunity because combinatorial libraries are emerging as a vital source of novel functional proteins and are of interest in diverse research areas. RESULTS Here, we present a computational tool for Combinatorial Library Design (CoLiDe) offering precise control over protein sequence composition, length and diversity. The algorithm uses evolutionary approach to provide solutions to combinatorial libraries of degenerate DNA templates. We demonstrate its performance and precision using four different input alphabet distribution on different sequence lengths. In addition, a model design and experimental pipeline for protein library expression and purification is presented, providing a proof-of-concept that our protocol can be used to prepare purified protein library samples of up to 1011-1012 unique sequences. CoLiDe presents a composition-centric approach to protein design towards different functional phenomena. AVAILABILITYAND IMPLEMENTATION CoLiDe is implemented in Python and freely available at https://github.com/voracva1/CoLiDe. SUPPLEMENTARY INFORMATION Supplementary data are available at Bioinformatics online.
Collapse
Affiliation(s)
- Vyacheslav Tretyachenko
- Department of Cell Biology, Faculty of Science, Charles University, Biocev, Prague, Czech Republic.,Department of Biochemistry, Faculty of Science, Charles University, 128 00 Prague 2, Czech Republic
| | - Václav Voráček
- Department of Cybernetics, Center for Machine Perception, Faculty of Electrical Engineering, Czech Technical University in Prague, 166 27 Prague, Czech Republic
| | - Radko Souček
- Institute of Organic Chemistry and Biochemistry IOCB Research Centre & Gilead Sciences, Academy of Sciences of the Czech Republic, 166 10 Prague, Czech Republic
| | - Kosuke Fujishima
- Earth-Life Science Institute, Tokyo Institute of Technology, Tokyo 1528550, Japan
| | - Klára Hlouchová
- Department of Cell Biology, Faculty of Science, Charles University, Biocev, Prague, Czech Republic.,Institute of Organic Chemistry and Biochemistry IOCB Research Centre & Gilead Sciences, Academy of Sciences of the Czech Republic, 166 10 Prague, Czech Republic
| |
Collapse
|
13
|
Johnston C, Hardacre C, Migaud ME. Investigations into the synthesis of a nucleotide dimer via mechanochemical phosphoramidite chemistry. ROYAL SOCIETY OPEN SCIENCE 2021; 8:201703. [PMID: 34035937 PMCID: PMC8101013 DOI: 10.1098/rsos.201703] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Received: 10/02/2020] [Accepted: 01/13/2021] [Indexed: 05/23/2023]
Abstract
Liquid-assisted mechanochemistry as a versatile approach for the coupling of a nucleoside phosphoramidite with a 5'-OH partially protected nucleoside has been investigated. Noted advantages over reported methods were a simplified reaction protocol, a drastic reduction in the use of toxic solvents, the facilitation of mechanochemical reactions through the improved mixing of solid reagents, and low hydrolytic product formation.
Collapse
Affiliation(s)
- C. Johnston
- School of Pharmacy, Queen's University Belfast, 97 Lisburn Road, Northern Ireland, UK
| | - C. Hardacre
- The Mill, Sackville Street Campus, University of Manchester, Manchester, UK
| | - M. E. Migaud
- School of Pharmacy, Queen's University Belfast, 97 Lisburn Road, Northern Ireland, UK
- Department of Pharmacology, Mitchell Cancer Institute, 1660 Spring Hill Avenue, Mobile, AL, USA
| |
Collapse
|
14
|
Suchsland R, Appel B, Virta P, Müller S. Synthesis of fully protected trinucleotide building blocks on a disulphide-linked soluble support. RSC Adv 2021; 11:3892-3896. [PMID: 35424330 PMCID: PMC8694130 DOI: 10.1039/d0ra10941j] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/30/2020] [Accepted: 01/12/2021] [Indexed: 11/30/2022] Open
Abstract
In recent years, preparation of fully protected trinucleotide phosphoramidites as synthons for the codon-based synthesis of gene libraries as well as for the assembly of oligonucleotides from blockmers has gained much attention. We here describe the preparation of such trinucleotide synthons on a soluble support using a disulphide linker. Fully protected trinucleotides are synthesized on a tetrapodal soluble support using a disulphide linkage that upon reductive cleavage allows release of the trinucleotide with free 3′-OH group for further conversion to a phosphoramidite.![]()
Collapse
Affiliation(s)
- Ruth Suchsland
- University Greifswald
- Institute for Biochemistry
- 17487 Greifswald
- Germany
| | - Bettina Appel
- University Greifswald
- Institute for Biochemistry
- 17487 Greifswald
- Germany
| | - Pasi Virta
- University of Turku
- Department of Chemistry
- 20014 Turku
- Finland
| | - Sabine Müller
- University Greifswald
- Institute for Biochemistry
- 17487 Greifswald
- Germany
| |
Collapse
|
15
|
Kondo T, Iwatani Y, Matsuoka K, Fujino T, Umemoto S, Yokomaku Y, Ishizaki K, Kito S, Sezaki T, Hayashi G, Murakami H. Antibody-like proteins that capture and neutralize SARS-CoV-2. SCIENCE ADVANCES 2020; 6:sciadv.abd3916. [PMID: 32948512 PMCID: PMC7556756 DOI: 10.1126/sciadv.abd3916] [Citation(s) in RCA: 31] [Impact Index Per Article: 7.8] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 06/19/2020] [Accepted: 08/28/2020] [Indexed: 05/10/2023]
Abstract
To combat severe acute respiratory syndrome-related coronavirus 2 (SARS-CoV-2) and any unknown emerging pathogens in the future, the development of a rapid and effective method to generate high-affinity antibodies or antibody-like proteins is of critical importance. We here report high-speed in vitro selection of multiple high-affinity antibody-like proteins against various targets including the SARS-CoV-2 spike protein. The sequences of monobodies against the SARS-CoV-2 spike protein were successfully procured within only 4 days. Furthermore, the obtained monobody efficiently captured SARS-CoV-2 particles from the nasal swab samples of patients and exhibited a high neutralizing activity against SARS-CoV-2 infection (half-maximal inhibitory concentration, 0.5 nanomolar). High-speed in vitro selection of antibody-like proteins is a promising method for rapid development of a detection method for, and of a neutralizing protein against, a virus responsible for an ongoing, and possibly a future, pandemic.
Collapse
MESH Headings
- Amino Acid Sequence
- Angiotensin-Converting Enzyme 2
- Antibodies, Immobilized/chemistry
- Antibodies, Immobilized/immunology
- Antibodies, Neutralizing/chemistry
- Antibodies, Neutralizing/immunology
- Antibodies, Neutralizing/metabolism
- Betacoronavirus/genetics
- Betacoronavirus/immunology
- Betacoronavirus/isolation & purification
- COVID-19
- Cell Surface Display Techniques/methods
- Coronavirus Infections/pathology
- Coronavirus Infections/virology
- Dimerization
- Humans
- Kinetics
- Pandemics
- Peptides/chemistry
- Peptides/immunology
- Peptidyl-Dipeptidase A/chemistry
- Peptidyl-Dipeptidase A/immunology
- Peptidyl-Dipeptidase A/metabolism
- Pneumonia, Viral/pathology
- Pneumonia, Viral/virology
- Protein Domains/immunology
- Protein Subunits/chemistry
- Protein Subunits/immunology
- Protein Subunits/metabolism
- RNA, Viral/metabolism
- SARS-CoV-2
- Single-Domain Antibodies/chemistry
- Single-Domain Antibodies/immunology
- Single-Domain Antibodies/metabolism
- Spike Glycoprotein, Coronavirus/chemistry
- Spike Glycoprotein, Coronavirus/immunology
Collapse
Affiliation(s)
- T Kondo
- Department of Biomolecular Engineering, Graduate School of Engineering, Nagoya University, Nagoya, Japan
| | - Y Iwatani
- Department of Infectious Diseases and Immunology, Clinical Research Center, National Hospital Organization Nagoya Medical Center, Nagoya, Japan
- Division of Basic Medicine, Graduate School of Medicine, Nagoya University, Nagoya, Japan
| | - K Matsuoka
- Department of Infectious Diseases and Immunology, Clinical Research Center, National Hospital Organization Nagoya Medical Center, Nagoya, Japan
| | - T Fujino
- Department of Biomolecular Engineering, Graduate School of Engineering, Nagoya University, Nagoya, Japan
| | - S Umemoto
- Department of Biomolecular Engineering, Graduate School of Engineering, Nagoya University, Nagoya, Japan
| | - Y Yokomaku
- Department of Infectious Diseases and Immunology, Clinical Research Center, National Hospital Organization Nagoya Medical Center, Nagoya, Japan
| | - K Ishizaki
- Department of Biomolecular Engineering, Graduate School of Engineering, Nagoya University, Nagoya, Japan
| | - S Kito
- Department of Biomolecular Engineering, Graduate School of Engineering, Nagoya University, Nagoya, Japan
| | - T Sezaki
- Department of Biomolecular Engineering, Graduate School of Engineering, Nagoya University, Nagoya, Japan
| | - G Hayashi
- Department of Biomolecular Engineering, Graduate School of Engineering, Nagoya University, Nagoya, Japan
- Japan Science and Technology Agency (JST), PRESTO, Saitama, Japan
| | - H Murakami
- Department of Biomolecular Engineering, Graduate School of Engineering, Nagoya University, Nagoya, Japan.
- Institute of Nano-Life-Systems, Institutes of Innovation for Future Society, Nagoya University, Nagoya, Japan
| |
Collapse
|
16
|
Oeemig JS, Beyer HM, Aranko AS, Mutanen J, Iwaï H. Substrate specificities of inteins investigated by QuickDrop-cassette mutagenesis. FEBS Lett 2020; 594:3338-3355. [PMID: 32805768 DOI: 10.1002/1873-3468.13909] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/12/2020] [Revised: 08/05/2020] [Accepted: 08/10/2020] [Indexed: 01/21/2023]
Abstract
Inteins catalyze self-excision from host precursor proteins while concomitantly ligating the flanking substrates (exteins) with a peptide bond. Noncatalytic extein residues near the splice junctions, such as the residues at the -1 and +2 positions, often strongly influence the protein-splicing efficiency. The substrate specificities of inteins have not been studied for many inteins. We developed a convenient mutagenesis platform termed "QuickDrop"-cassette mutagenesis for investigating the influences of 20 amino acid types at the -1 and +2 positions of different inteins. We elucidated 17 different profiles of the 20 amino acid dependencies across different inteins. The substrate specificities will accelerate our understanding of the structure-function relationship at the splicing junctions for broader applications of inteins in biotechnology and molecular biosciences.
Collapse
Affiliation(s)
- Jesper S Oeemig
- Institute of Biotechnology, University of Helsinki, Helsinki, Finland
| | - Hannes M Beyer
- Institute of Biotechnology, University of Helsinki, Helsinki, Finland
| | - A Sesilja Aranko
- Institute of Biotechnology, University of Helsinki, Helsinki, Finland
| | - Justus Mutanen
- Institute of Biotechnology, University of Helsinki, Helsinki, Finland
| | - Hideo Iwaï
- Institute of Biotechnology, University of Helsinki, Helsinki, Finland
| |
Collapse
|
17
|
Lindenburg L, Huovinen T, van de Wiel K, Herger M, Snaith MR, Hollfelder F. Split & mix assembly of DNA libraries for ultrahigh throughput on-bead screening of functional proteins. Nucleic Acids Res 2020; 48:e63. [PMID: 32383757 PMCID: PMC7293038 DOI: 10.1093/nar/gkaa270] [Citation(s) in RCA: 8] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/17/2020] [Revised: 04/02/2020] [Accepted: 04/21/2020] [Indexed: 12/13/2022] Open
Abstract
Site-saturation libraries reduce protein screening effort in directed evolution campaigns by focusing on a limited number of rationally chosen residues. However, uneven library synthesis efficiency leads to amino acid bias, remedied at high cost by expensive custom synthesis of oligonucleotides, or through use of proprietary library synthesis platforms. To address these shortcomings, we have devised a method where DNA libraries are constructed on the surface of microbeads by ligating dsDNA fragments onto growing, surface-immobilised DNA, in iterative split-and-mix cycles. This method-termed SpliMLiB for Split-and-Mix Library on Beads-was applied towards the directed evolution of an anti-IgE Affibody (ZIgE), generating a 160,000-membered, 4-site, saturation library on the surface of 8 million monoclonal beads. Deep sequencing confirmed excellent library balance (5.1% ± 0.77 per amino acid) and coverage (99.3%). As SpliMLiB beads are monoclonal, they were amenable to direct functional screening in water-in-oil emulsion droplets with cell-free expression. A FACS-based sorting of the library beads allowed recovery of hits improved in Kd over wild-type ZIgE by up to 3.5-fold, while a consensus mutant of the best hits provided a 10-fold improvement. With SpliMLiB, directed evolution workflows are accelerated by integrating high-quality DNA library generation with an ultra-high throughput protein screening platform.
Collapse
Affiliation(s)
- Laurens Lindenburg
- Department of Biochemistry, University of Cambridge, 80 Tennis Court Rd, Cambridge CB2 1GA, UK
| | - Tuomas Huovinen
- Department of Biochemistry, University of Cambridge, 80 Tennis Court Rd, Cambridge CB2 1GA, UK
| | - Kayleigh van de Wiel
- Department of Biochemistry, University of Cambridge, 80 Tennis Court Rd, Cambridge CB2 1GA, UK
| | - Michael Herger
- Department of Biochemistry, University of Cambridge, 80 Tennis Court Rd, Cambridge CB2 1GA, UK
- AstraZeneca Medimmune Cambridge, Antibody Discovery and Protein Engineering, Cambridge, UK
| | - Michael R Snaith
- AstraZeneca Medimmune Cambridge, Antibody Discovery and Protein Engineering, Cambridge, UK
| | - Florian Hollfelder
- Department of Biochemistry, University of Cambridge, 80 Tennis Court Rd, Cambridge CB2 1GA, UK
| |
Collapse
|
18
|
Gomez-Castillo L, Watanabe K, Jiang H, Kang S, Gu L. Creating Highly Specific Chemically Induced Protein Dimerization Systems by Stepwise Phage Selection of a Combinatorial Single-Domain Antibody Library. J Vis Exp 2020. [PMID: 32009651 DOI: 10.3791/60738] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/31/2022] Open
Abstract
Protein dimerization events that occur only in the presence of a small-molecule ligand enable the development of small-molecule biosensors for the dissection and manipulation of biological pathways. Currently, only a limited number of chemically induced dimerization (CID) systems exist and engineering new ones with desired sensitivity and selectivity for specific small-molecule ligands remains a challenge in the field of protein engineering. We here describe a high throughput screening method, combinatorial binders-enabled selection of CID (COMBINES-CID), for the de novo engineering of CID systems applicable to a large variety of ligands. This method uses the two-step selection of a phage-displayed combinatorial nanobody library to obtain 1) "anchor binders" that first bind to a ligand of interest and then 2) "dimerization binders" that only bind to anchor binder-ligand complexes. To select anchor binders, a combinatorial library of over 109 complementarity-determining region (CDR)-randomized nanobodies is screened with a biotinylated ligand and hits are validated with the unlabeled ligand by bio-layer interferometry (BLI). To obtain dimerization binders, the nanobody library is screened with anchor binder-ligand complexes as targets for positive screening and the unbound anchor binders for negative screening. COMBINES-CID is broadly applicable to select CID binders with other immunoglobulin, non-immunoglobulin, or computationally designed scaffolds to create biosensors for in vitro and in vivo detection of drugs, metabolites, signaling molecules, etc.
Collapse
Affiliation(s)
- Luis Gomez-Castillo
- Department of Biochemistry and Institute for Protein Design, University of Washington
| | - Kurumi Watanabe
- Department of Biochemistry and Institute for Protein Design, University of Washington
| | - Huayi Jiang
- Department of Biochemistry and Institute for Protein Design, University of Washington
| | - Shoukai Kang
- Department of Biochemistry and Institute for Protein Design, University of Washington
| | - Liangcai Gu
- Department of Biochemistry and Institute for Protein Design, University of Washington;
| |
Collapse
|
19
|
Raad NG, Ghattas IR, Amano R, Watanabe N, Sakamoto T, Smith CA. Altered‐specificity mutants of the HIV Rev arginine‐rich motif‐RRE IIB interaction. J Mol Recognit 2020; 33:e2833. [DOI: 10.1002/jmr.2833] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/21/2019] [Revised: 12/08/2019] [Accepted: 12/20/2019] [Indexed: 11/10/2022]
Affiliation(s)
- Nicole G. Raad
- Department of BiologyAmerican University of Beirut Beirut Lebanon
| | | | - Ryo Amano
- Department of Life ScienceChiba Institute of Technology Chiba Japan
| | - Natsuki Watanabe
- Department of Life ScienceChiba Institute of Technology Chiba Japan
| | - Taiichi Sakamoto
- Department of Life ScienceChiba Institute of Technology Chiba Japan
| | - Colin A. Smith
- Department of BiologyAmerican University of Beirut Beirut Lebanon
| |
Collapse
|
20
|
A Novel Nanobody Scaffold Optimized for Bacterial Expression and Suitable for the Construction of Ribosome Display Libraries. Mol Biotechnol 2019; 62:43-55. [DOI: 10.1007/s12033-019-00224-z] [Citation(s) in RCA: 12] [Impact Index Per Article: 2.4] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 02/07/2023]
|
21
|
Kang S, Davidsen K, Gomez-Castillo L, Jiang H, Fu X, Li Z, Liang Y, Jahn M, Moussa M, DiMaio F, Gu L. COMBINES-CID: An Efficient Method for De Novo Engineering of Highly Specific Chemically Induced Protein Dimerization Systems. J Am Chem Soc 2019; 141:10948-10952. [PMID: 31260282 DOI: 10.1021/jacs.9b03522] [Citation(s) in RCA: 25] [Impact Index Per Article: 5.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/31/2022]
Abstract
Chemically induced dimerization (CID) systems, in which two proteins dimerize only in the presence of a small molecule ligand, offer versatile tools for small molecule sensing and actuation. However, only a handful of CID systems exist and creating one with the desired sensitivity and specificity for any given ligand is an unsolved problem. Here, we developed a combinatorial binders-enabled selection of CID (COMBINES-CID) method broadly applicable to different ligands. We demonstrated a proof-of-principle by generating nanobody-based heterodimerization systems induced by cannabidiol with high ligand selectivity. We applied the CID system to a sensitive sandwich enzyme-linked immunosorbent assay-like assay of cannabidiol in body fluids with a detection limit of ∼0.25 ng/mL. COMBINES-CID provides an efficient, cost-effective solution for expanding the biosensor toolkit for small molecule detection.
Collapse
Affiliation(s)
- Shoukai Kang
- Department of Biochemistry and Institute for Protein Design , University of Washington , Seattle , Washington 98195 , United States
| | - Kristian Davidsen
- Department of Biochemistry and Institute for Protein Design , University of Washington , Seattle , Washington 98195 , United States
| | - Luis Gomez-Castillo
- Department of Biochemistry and Institute for Protein Design , University of Washington , Seattle , Washington 98195 , United States
| | - Huayi Jiang
- Department of Biochemistry and Institute for Protein Design , University of Washington , Seattle , Washington 98195 , United States
| | - Xiaonan Fu
- Department of Biochemistry and Institute for Protein Design , University of Washington , Seattle , Washington 98195 , United States
| | - Zengpeng Li
- Department of Biochemistry and Institute for Protein Design , University of Washington , Seattle , Washington 98195 , United States
| | - Yu Liang
- Department of Biochemistry and Institute for Protein Design , University of Washington , Seattle , Washington 98195 , United States
| | - Molly Jahn
- Department of Biochemistry and Institute for Protein Design , University of Washington , Seattle , Washington 98195 , United States
| | - Mahmoud Moussa
- Department of Biochemistry and Institute for Protein Design , University of Washington , Seattle , Washington 98195 , United States
| | - Frank DiMaio
- Department of Biochemistry and Institute for Protein Design , University of Washington , Seattle , Washington 98195 , United States
| | - Liangcai Gu
- Department of Biochemistry and Institute for Protein Design , University of Washington , Seattle , Washington 98195 , United States
| |
Collapse
|
22
|
Generation by phage display and characterization of drug-target complex-specific antibodies for pharmacokinetic analysis of biotherapeutics. MAbs 2018; 11:178-190. [PMID: 30516449 PMCID: PMC6343800 DOI: 10.1080/19420862.2018.1538723] [Citation(s) in RCA: 7] [Impact Index Per Article: 1.2] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/10/2023] Open
Abstract
Anti-idiotypic antibodies play an important role in pre-clinical and clinical development of therapeutic antibodies, where they are used for pharmacokinetic studies and for the development of immunogenicity assays. By using an antibody phage display library in combination with guided in vitro selection against various marketed drugs, we generated antibodies that recognize the drug only when bound to its target. We have named such specificities Type 3, to distinguish them from the anti-idiotypic antibodies that specifically detect free antibody drug or total drug. We describe the generation and characterization of such reagents for the development of ligand binding assays for drug quantification. We also show how these Type 3 antibodies can be used to develop very specific and sensitive assays that avoid the bridging format. Abbreviations: BAP: bacterial alkaline phosphatase; CDR: complementarity-determining regions in VH or VL; Fab: antigen-binding fragment of an antibody; HRP: horseradish peroxidase; HuCAL®: Human Combinatorial Antibody Libraries; IgG: immunoglobulin G; LBA: ligand binding assay; LOQ: limit of quantitation; NHS: normal human serum; PK: pharmacokinetics; VH: variable region of the heavy chain of an antibody; VL: variable region of the light chain of an antibody.
Collapse
|
23
|
Suchsland R, Appel B, Müller S. Synthesis of Trinucleotide Building Blocks in Solution and on Solid Phase. ACTA ACUST UNITED AC 2018; 75:e60. [PMID: 30375750 DOI: 10.1002/cpnc.60] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/14/2022]
Abstract
We have developed two methods, in solution and on solid phase, that give easy access to trinucleotide phosphoramidites capable of undergoing coupling reactions by the solid-phase phosphoramidite approach. The solution protocol is characterized by application of 5'-O-dimethoxytrityl (DMT) and 3'-O-tert-butyldimethylsilyl (TBDMS) as a pair of orthogonal protecting groups and 2-cyanoethyl (CE) for protection of the phosphate. Starting with suitably functionalized monomers, synthesis proceeds in the 3'- to 5'-direction, delivering the fully protected trinucleotide. The 3'-O-protecting group is cleaved followed by phosphitylation of the free 3'-OH group. The solid-phase protocol is based on standard phosphoramidite chemistry in conjunction with a dithiomethyl linkage connecting the 3'-starting nucleoside to the polymer. The disulfide bridge can be cleaved under neutral conditions for release of the trinucleotide from the support preserving all other protecting groups. © 2018 by John Wiley & Sons, Inc.
Collapse
Affiliation(s)
- Ruth Suchsland
- Institute for Biochemistry, University Greifswald, Greifswald, Germany
| | - Bettina Appel
- Institute for Biochemistry, University Greifswald, Greifswald, Germany
| | - Sabine Müller
- Institute for Biochemistry, University Greifswald, Greifswald, Germany
| |
Collapse
|
24
|
Mason DM, Weber CR, Parola C, Meng SM, Greiff V, Kelton WJ, Reddy ST. High-throughput antibody engineering in mammalian cells by CRISPR/Cas9-mediated homology-directed mutagenesis. Nucleic Acids Res 2018; 46:7436-7449. [PMID: 29931269 PMCID: PMC6101513 DOI: 10.1093/nar/gky550] [Citation(s) in RCA: 43] [Impact Index Per Article: 7.2] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/04/2018] [Revised: 06/04/2018] [Accepted: 06/06/2018] [Indexed: 12/26/2022] Open
Abstract
Antibody engineering is often performed to improve therapeutic properties by directed evolution, usually by high-throughput screening of phage or yeast display libraries. Engineering antibodies in mammalian cells offer advantages associated with expression in their final therapeutic format (full-length glycosylated IgG); however, the inability to express large and diverse libraries severely limits their potential throughput. To address this limitation, we have developed homology-directed mutagenesis (HDM), a novel method which extends the concept of CRISPR/Cas9-mediated homology-directed repair (HDR). HDM leverages oligonucleotides with degenerate codons to generate site-directed mutagenesis libraries in mammalian cells. By improving HDR to a robust efficiency of 15-35% and combining mammalian display screening with next-generation sequencing, we validated this approach can be used for key applications in antibody engineering at high-throughput: rational library construction, novel variant discovery, affinity maturation and deep mutational scanning (DMS). We anticipate that HDM will be a valuable tool for engineering and optimizing antibodies in mammalian cells, and eventually enable directed evolution of other complex proteins and cellular therapeutics.
Collapse
Affiliation(s)
- Derek M Mason
- Department of Biosystems Science and Engineering, ETH Zürich, Basel 4058, Switzerland
| | - Cédric R Weber
- Department of Biosystems Science and Engineering, ETH Zürich, Basel 4058, Switzerland
| | - Cristina Parola
- Department of Biosystems Science and Engineering, ETH Zürich, Basel 4058, Switzerland
- Life Science Graduate School, Systems Biology, ETH Zürich, University of Zurich, Zurich 8057, Switzerland
| | - Simon M Meng
- Department of Biosystems Science and Engineering, ETH Zürich, Basel 4058, Switzerland
| | - Victor Greiff
- Department of Biosystems Science and Engineering, ETH Zürich, Basel 4058, Switzerland
| | - William J Kelton
- Department of Biosystems Science and Engineering, ETH Zürich, Basel 4058, Switzerland
| | - Sai T Reddy
- Department of Biosystems Science and Engineering, ETH Zürich, Basel 4058, Switzerland
| |
Collapse
|
25
|
Kruziki MA, Sarma V, Hackel BJ. Constrained Combinatorial Libraries of Gp2 Proteins Enhance Discovery of PD-L1 Binders. ACS COMBINATORIAL SCIENCE 2018; 20:423-435. [PMID: 29799714 DOI: 10.1021/acscombsci.8b00010] [Citation(s) in RCA: 10] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 12/15/2022]
Abstract
Engineered protein ligands are used for molecular therapy, diagnostics, and industrial biotechnology. The Gp2 domain is a 45-amino acid scaffold that has been evolved for specific, high-affinity binding to multiple targets by diversification of two solvent-exposed loops. Inspired by sitewise enrichment of select amino acids, including cysteine pairs, in earlier Gp2 discovery campaigns, we hypothesized that the breadth and efficiency of de novo Gp2 discovery will be aided by sitewise amino acid constraint within combinatorial library design. We systematically constructed eight libraries and comparatively evaluated their efficacy for binder discovery via yeast display against a panel of targets. Conservation of a cysteine pair at the termini of the first diversified paratope loop increased binder discovery 16-fold ( p < 0.001). Yet two other libraries with conserved cysteine pairs, within the second loop or an interloop pair, did not aid discovery thereby indicating site-specific impact. Via a yeast display protease resistance assay, Gp2 variants from the loop one cysteine pair library were 3.3 ± 2.1-fold ( p = 0.005) more stable than nonconstrained variants. Sitewise constraint of noncysteine residues-guided by previously evolved binders, natural Gp2 homology, computed stability, and structural analysis-did not aid discovery. A panel of binders to programmed death ligand 1 (PD-L1), a key target in cancer immunotherapy, were discovered from the loop 1 cysteine constraint library. Affinity maturation via loop walking resulted in strong, specific cellular PD-L1 affinity ( Kd = 6-9 nM).
Collapse
Affiliation(s)
- Max A. Kruziki
- University of Minnesota—Twin Cities, Department of Chemical Engineering and Materials Science, 421 Washington Avenue Southeast, Minneapolis, Minnesota 55455, United States
| | - Vidur Sarma
- University of Minnesota—Twin Cities, Department of Chemical Engineering and Materials Science, 421 Washington Avenue Southeast, Minneapolis, Minnesota 55455, United States
| | - Benjamin J. Hackel
- University of Minnesota—Twin Cities, Department of Chemical Engineering and Materials Science, 421 Washington Avenue Southeast, Minneapolis, Minnesota 55455, United States
| |
Collapse
|
26
|
Huang G, Zhong Z, Miersch S, Sidhu SS, Hou SC, Wu D. Construction of Synthetic Phage Displayed Fab Library with Tailored Diversity. J Vis Exp 2018:57357. [PMID: 29782009 PMCID: PMC6101057 DOI: 10.3791/57357] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/31/2022] Open
Abstract
Demand for monoclonal antibodies (mAbs) in basic research and medicine is increasing yearly. Hybridoma technology has been the dominant method for mAb development since its first report in 1975. As an alternative technology, phage display methods for mAb development are increasingly attractive since Humira, the first phage-derived antibody and one of the best-selling mAbs, was approved for clinical treatment of rheumatoid arthritis in 2002. As a non-animal based mAb development technology, phage display bypasses antigen immunogenicity, humanization, and animal maintenance that are required from traditional hybridoma technology based antibody development. In this protocol, we describe a method for construction of synthetic phage-displayed Fab libraries with diversities of 109-1010 obtainable with a single electroporation. This protocol consists of: 1) high-efficiency electro-competent cell preparation; 2) extraction of uracil-containing single-stranded DNA (dU-ssDNA); 3) Kunkel's method based oligonucleotide-directed mutagenesis; 4) electroporation and calculation of library size; 5) protein A/L-based enzyme-linked immunosorbent assay (ELISA) for folding and functional diversity evaluation; and 6) DNA sequence analysis of diversity.
Collapse
Affiliation(s)
- Ganggang Huang
- Laboratory of Antibody Engineering, Shanghai Institute for Advanced Immunochemical Studies, ShanghaiTech University
| | - Zhenwei Zhong
- Laboratory of Antibody Engineering, Shanghai Institute for Advanced Immunochemical Studies, ShanghaiTech University
| | - Shane Miersch
- Banting and Best Department of Medical Research, Terrence Donnelly Center for Cellular and Biomolecular Research, University of Toronto; Department of Molecular Genetics, Terrence Donnelly Center for Cellular and Biomolecular Research, University of Toronto
| | - Sachdev S Sidhu
- Laboratory of Antibody Engineering, Shanghai Institute for Advanced Immunochemical Studies, ShanghaiTech University; Banting and Best Department of Medical Research, Terrence Donnelly Center for Cellular and Biomolecular Research, University of Toronto; Department of Molecular Genetics, Terrence Donnelly Center for Cellular and Biomolecular Research, University of Toronto
| | - Shin-Chen Hou
- Laboratory of Antibody Engineering, Shanghai Institute for Advanced Immunochemical Studies, ShanghaiTech University;
| | - Donghui Wu
- Laboratory of Antibody Engineering, Shanghai Institute for Advanced Immunochemical Studies, ShanghaiTech University;
| |
Collapse
|
27
|
Smirnova T, Bonapace L, MacDonald G, Kondo S, Wyckoff J, Ebersbach H, Fayard B, Doelemeyer A, Coissieux MM, Heideman MR, Bentires-Alj M, Hynes NE. Serpin E2 promotes breast cancer metastasis by remodeling the tumor matrix and polarizing tumor associated macrophages. Oncotarget 2018; 7:82289-82304. [PMID: 27793045 PMCID: PMC5347692 DOI: 10.18632/oncotarget.12927] [Citation(s) in RCA: 24] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/16/2016] [Accepted: 10/19/2016] [Indexed: 12/26/2022] Open
Abstract
The extracellular serine protease inhibitor serpinE2 is overexpressed in breast cancer and has been shown to foster metastatic spread. Here, we investigated the hypothesis that serpinE2 creates tumor-promoting conditions in the tumor microenvironment (TME) by affecting extracellular matrix remodeling. Using two different breast cancer models, we show that blocking serpinE2, either by knock-down (KD) in tumor cells or in response to a serpinE2 binding antibody, decreases metastatic dissemination from primary tumors to the lungs. We demonstrate that in response to serpinE2 KD or antibody treatment there are dramatic changes in the TME. Multiphoton intravital imaging revealed deposition of a dense extracellular collagen I matrix encapsulating serpinE2 KD or antibody-treated tumors. This is accompanied by a reduction in the population of tumor-promoting macrophages, as well as a decrease in chemokine ligand 2, which is known to affect macrophage abundance and polarization. In addition, TIMP-1 secretion is increased, which may directly inhibit matrix metalloproteases critical for collagen degradation in the tumor. In summary, our findings suggest that serpinE2 is required in the extracellular milieu of tumors where it acts in multiple ways to regulate tumor matrix deposition, thereby controlling tumor cell dissemination.
Collapse
Affiliation(s)
- Tatiana Smirnova
- Friedrich Miescher Institute for Biomedical Research, Basel, Switzerland
| | - Laura Bonapace
- Friedrich Miescher Institute for Biomedical Research, Basel, Switzerland
| | - Gwen MacDonald
- Friedrich Miescher Institute for Biomedical Research, Basel, Switzerland
| | - Shunya Kondo
- Friedrich Miescher Institute for Biomedical Research, Basel, Switzerland
| | - Jeffrey Wyckoff
- Friedrich Miescher Institute for Biomedical Research, Basel, Switzerland.,Koch Institute for Integrated Cancer Research, Massachusetts Institute of Technology, Cambridge, MA, USA
| | | | - Bérengère Fayard
- Friedrich Miescher Institute for Biomedical Research, Basel, Switzerland
| | - Arno Doelemeyer
- Novartis Institute for Biomedical Research, Basel, Switzerland
| | | | - Marinus R Heideman
- Friedrich Miescher Institute for Biomedical Research, Basel, Switzerland
| | | | - Nancy E Hynes
- Friedrich Miescher Institute for Biomedical Research, Basel, Switzerland.,University of Basel, Basel, Switzerland
| |
Collapse
|
28
|
Suchsland R, Appel B, Müller S. Preparation of trinucleotide phosphoramidites as synthons for the synthesis of gene libraries. Beilstein J Org Chem 2018. [PMID: 29520304 PMCID: PMC5827815 DOI: 10.3762/bjoc.14.28] [Citation(s) in RCA: 9] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/01/2023] Open
Abstract
The preparation of protein libraries is a key issue in protein engineering and biotechnology. Such libraries can be prepared by a variety of methods, starting from the respective gene library. The challenge in gene library preparation is to achieve controlled total or partial randomization at any predefined number and position of codons of a given gene, in order to obtain a library with a maximum number of potentially successful candidates. This purpose is best achieved by the usage of trinucleotide synthons for codon-based gene synthesis. We here review the strategies for the preparation of fully protected trinucleotides, emphasizing more recent developments for their synthesis on solid phase and on soluble polymers, and their use as synthons in standard DNA synthesis.
Collapse
Affiliation(s)
- Ruth Suchsland
- Institut für Biochemie, Ernst-Moritz-Arndt-Universität Greifswald, Felix-Hausdorff-Str. 4, D-17489 Greifswald, Germany
| | - Bettina Appel
- Institut für Biochemie, Ernst-Moritz-Arndt-Universität Greifswald, Felix-Hausdorff-Str. 4, D-17489 Greifswald, Germany
| | - Sabine Müller
- Institut für Biochemie, Ernst-Moritz-Arndt-Universität Greifswald, Felix-Hausdorff-Str. 4, D-17489 Greifswald, Germany
| |
Collapse
|
29
|
Henry KA, Kim DY, Kandalaft H, Lowden MJ, Yang Q, Schrag JD, Hussack G, MacKenzie CR, Tanha J. Stability-Diversity Tradeoffs Impose Fundamental Constraints on Selection of Synthetic Human V H/V L Single-Domain Antibodies from In Vitro Display Libraries. Front Immunol 2017; 8:1759. [PMID: 29375542 PMCID: PMC5763143 DOI: 10.3389/fimmu.2017.01759] [Citation(s) in RCA: 13] [Impact Index Per Article: 1.9] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/30/2017] [Accepted: 11/27/2017] [Indexed: 11/18/2022] Open
Abstract
Human autonomous VH/VL single-domain antibodies (sdAbs) are attractive therapeutic molecules, but often suffer from suboptimal stability, solubility and affinity for cognate antigens. Most commonly, human sdAbs have been isolated from in vitro display libraries constructed via synthetic randomization of rearranged VH/VL domains. Here, we describe the design and characterization of three novel human VH/VL sdAb libraries through a process of: (i) exhaustive biophysical characterization of 20 potential VH/VL sdAb library scaffolds, including assessment of expression yield, aggregation resistance, thermostability and tolerance to complementarity-determining region (CDR) substitutions; (ii) in vitro randomization of the CDRs of three VH/VL sdAb scaffolds, with tailored amino acid representation designed to promote solubility and expressibility; and (iii) systematic benchmarking of the three VH/VL libraries by panning against five model antigens. We isolated ≥1 antigen-specific human sdAb against four of five targets (13 VHs and 7 VLs in total); these were predominantly monomeric, had antigen-binding affinities ranging from 5 nM to 12 µM (average: 2–3 µM), but had highly variable expression yields (range: 0.1–19 mg/L). Despite our efforts to identify the most stable VH/VL scaffolds, selection of antigen-specific binders from these libraries was unpredictable (overall success rate for all library-target screens: ~53%) with a high attrition rate of sdAbs exhibiting false positive binding by ELISA. By analyzing VH/VL sdAb library sequence composition following selection for monomeric antibody expression (binding to protein A/L followed by amplification in bacterial cells), we found that some VH/VL sdAbs had marked growth advantages over others, and that the amino acid composition of the CDRs of this set of sdAbs was dramatically restricted (bias toward Asp and His and away from aromatic and hydrophobic residues). Thus, CDR sequence clearly dramatically impacts the stability of human autonomous VH/VL immunoglobulin domain folds, and sequence-stability tradeoffs must be taken into account during the design of such libraries.
Collapse
Affiliation(s)
- Kevin A Henry
- Human Health Therapeutics Research Centre, National Research Council Canada, Ottawa, ON, Canada
| | - Dae Young Kim
- Human Health Therapeutics Research Centre, National Research Council Canada, Ottawa, ON, Canada
| | - Hiba Kandalaft
- Human Health Therapeutics Research Centre, National Research Council Canada, Ottawa, ON, Canada
| | - Michael J Lowden
- Human Health Therapeutics Research Centre, National Research Council Canada, Ottawa, ON, Canada
| | - Qingling Yang
- Human Health Therapeutics Research Centre, National Research Council Canada, Ottawa, ON, Canada
| | - Joseph D Schrag
- Human Health Therapeutics Research Centre, National Research Council Canada, Montréal, QC, Canada
| | - Greg Hussack
- Human Health Therapeutics Research Centre, National Research Council Canada, Ottawa, ON, Canada
| | - C Roger MacKenzie
- Human Health Therapeutics Research Centre, National Research Council Canada, Ottawa, ON, Canada.,School of Environmental Sciences, University of Guelph, Guelph, ON, Canada
| | - Jamshid Tanha
- Human Health Therapeutics Research Centre, National Research Council Canada, Ottawa, ON, Canada.,School of Environmental Sciences, University of Guelph, Guelph, ON, Canada.,Department of Biochemistry, Microbiology and Immunology, University of Ottawa, Ottawa, ON, Canada
| |
Collapse
|
30
|
Chen L, Duan Y, Benatuil L, Stine WB. Analysis of 5518 unique, productively rearranged human VH3-23*01 gene sequences reveals CDR-H3 length-dependent usage of the IGHD2 gene family. Protein Eng Des Sel 2017; 30:603-609. [PMID: 28472386 DOI: 10.1093/protein/gzx027] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/12/2016] [Accepted: 04/18/2017] [Indexed: 01/16/2023] Open
Abstract
Clear and accurate understanding of diversity in antibody complementarity-determining regions (CDRs) is critical for antibody discovery and engineering. Previous observations of antibody CDR-H3 diversity were based on analyzing available antibody sequences in the public databases. The results may not accurately reflect that of natural antibody repertoire due to erroneous species annotation and the presence of man-made CDR loop diversity in public antibody sequence databases. In this study, in a precisely controlled germline context, we explored the relationship between amino acid composition and CDR-H3 length using 5518 unique productively rearranged human VH3-23*01 gene sequences. CDR-H3 length-dependent usage of the Cys-Xn-Cys motif is reported here.
Collapse
Affiliation(s)
- Lei Chen
- Abbvie Bioresearch Center, 100 Research Drive, Worcester, MA 01605, USA
| | - Yuanyuan Duan
- Data and Statistical Sciences, 100 Research Drive, Worcester, MA 01605, USA
| | - Lorenzo Benatuil
- Abbvie Bioresearch Center, 100 Research Drive, Worcester, MA 01605, USA
| | - William B Stine
- Abbvie Bioresearch Center, 100 Research Drive, Worcester, MA 01605, USA
| |
Collapse
|
31
|
Ferreira Amaral MM, Frigotto L, Hine AV. Beyond the Natural Proteome: Nondegenerate Saturation Mutagenesis-Methodologies and Advantages. Methods Enzymol 2017; 585:111-133. [PMID: 28109425 DOI: 10.1016/bs.mie.2016.10.005] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.1] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 02/09/2023]
Abstract
Beyond the natural proteome, high-throughput mutagenesis offers the protein engineer an opportunity to "tweak" the wild-type activity of a protein to create a recombinant protein with required attributes. Of the various approaches available, saturation mutagenesis is one of the core techniques employed by protein engineers, and in recent times, nondegenerate saturation mutagenesis is emerging as the approach of choice. This review compares the current methodologies available for conducting nondegenerate saturation mutagenesis with traditional, degenerate saturation and briefly outlines the options available for screening the resulting libraries, to discover a novel protein with the required activity and/or specificity.
Collapse
Affiliation(s)
- M M Ferreira Amaral
- School of Life and Health Sciences, Aston University, Birmingham, United Kingdom
| | - L Frigotto
- Isogenica Ltd., The Mansion, Chesterford Research Park, Essex, United Kingdom
| | - A V Hine
- School of Life and Health Sciences, Aston University, Birmingham, United Kingdom.
| |
Collapse
|
32
|
Schwenger A, Birchall N, Richert C. Solution-Phase Synthesis of Branched Oligonucleotides with up to 32 Nucleotides and the Reversible Formation of Materials. European J Org Chem 2017. [DOI: 10.1002/ejoc.201700686] [Citation(s) in RCA: 12] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/10/2023]
Affiliation(s)
- Alexander Schwenger
- Institut für Organische Chemie; Universität Stuttgart; 70569 Stuttgart Germany
| | - Nicholas Birchall
- Institut für Organische Chemie; Universität Stuttgart; 70569 Stuttgart Germany
| | - Clemens Richert
- Institut für Organische Chemie; Universität Stuttgart; 70569 Stuttgart Germany
| |
Collapse
|
33
|
Optimization of design and production strategies for novel adeno-associated viral display peptide libraries. Gene Ther 2017. [PMID: 28622288 DOI: 10.1038/gt.2017.51] [Citation(s) in RCA: 11] [Impact Index Per Article: 1.6] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/20/2023]
Abstract
Libraries displaying random peptides on the surface of adeno-associated virus (AAV) are powerful tools for the generation of target-specific gene therapy vectors. However, for unknown reasons the success rate of AAV library screenings is variable and the influence of the production procedure has not been thoroughly evaluated. During library screenings, the capsid variants with the most favorable tropism are enriched over several selection rounds on a target of choice and identified by subsequent sequencing of the encapsidated viral genomes encoding the library capsids with targeting peptide insertions. Thus, a high capsid-genome correlation is crucial to obtain the correct information about the selected capsid variants. Producing AAV libraries by a two-step protocol with pseudotyped library transfer shuttles has been proposed as one way to ensure such a correlation. Here we show that AAV2 libraries produced by such a protocol via transfer shuttles display an unexpected additional bias in the amino-acid composition which confers increased heparin affinity and thus similarity to wildtype AAV2 tropism. This bias may fundamentally impair the intended use of AAV libraries, discouraging the use of transfer shuttles for the production of AAV libraries in the future.
Collapse
|
34
|
|
35
|
Abstract
Over the last 3 decades, monoclonal antibodies have become the most important class of therapeutic biologicals on the market. Development of therapeutic antibodies was accelerated by recombinant DNA technologies, which allowed the humanization of murine monoclonal antibodies to make them more similar to those of the human body and suitable for a broad range of chronic diseases like cancer and autoimmune diseases. In the early 1990s in vitro antibody selection technologies were developed that enabled the discovery of “fully” human antibodies with potentially superior clinical efficacy and lowest immunogenicity. Antibody phage display is the first and most widely used of the in vitro selection technologies. It has proven to be a robust, versatile platform technology for the discovery of human antibodies and a powerful engineering tool to improve antibody properties. As of the beginning of 2016, 6 human antibodies discovered or further developed by phage display were approved for therapy. In 2002, adalimumab (Humira®) became the first phage display-derived antibody granted a marketing approval. Humira® was also the first approved human antibody, and it is currently the best-selling antibody drug on the market. Numerous phage display-derived antibodies are currently under advanced clinical investigation, and, despite the availability of other technologies such as human antibody-producing transgenic mice, phage display has not lost its importance for the discovery and engineering of therapeutic antibodies. Here, we provide a comprehensive overview about phage display-derived antibodies that are approved for therapy or in clinical development. A selection of these antibodies is described in more detail to demonstrate different aspects of the phage display technology and its development over the last 25 years.
Collapse
Affiliation(s)
- André Frenzel
- a YUMAB GmbH , Rebenring , Braunschweig.,b Technische Universität Braunschweig, Institut für Biochemie, Biotechnologie und Bioinformatik, Abteilung Biotechnologie , Braunschweig , Germany
| | | | - Michael Hust
- b Technische Universität Braunschweig, Institut für Biochemie, Biotechnologie und Bioinformatik, Abteilung Biotechnologie , Braunschweig , Germany
| |
Collapse
|
36
|
Pakulska MM, Miersch S, Shoichet MS. Designer protein delivery: From natural to engineered affinity-controlled release systems. Science 2016; 351:aac4750. [PMID: 26989257 DOI: 10.1126/science.aac4750] [Citation(s) in RCA: 107] [Impact Index Per Article: 13.4] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/11/2022]
Abstract
Exploiting binding affinities between molecules is an established practice in many fields, including biochemical separations, diagnostics, and drug development; however, using these affinities to control biomolecule release is a more recent strategy. Affinity-controlled release takes advantage of the reversible nature of noncovalent interactions between a therapeutic protein and a binding partner to slow the diffusive release of the protein from a vehicle. This process, in contrast to degradation-controlled sustained-release formulations such as poly(lactic-co-glycolic acid) microspheres, is controlled through the strength of the binding interaction, the binding kinetics, and the concentration of binding partners. In the context of affinity-controlled release--and specifically the discovery or design of binding partners--we review advances in in vitro selection and directed evolution of proteins, peptides, and oligonucleotides (aptamers), aided by computational design.
Collapse
Affiliation(s)
- Malgosia M Pakulska
- Department of Chemical Engineering and Applied Chemistry, Institute of Biomaterials and Biomedical Engineering, and Donnelly Centre, University of Toronto, Toronto, Ontario, Canada
| | - Shane Miersch
- Department of Molecular Genetics, University of Toronto, Toronto, Ontario, Canada
| | - Molly S Shoichet
- Department of Chemical Engineering and Applied Chemistry, Institute of Biomaterials and Biomedical Engineering, and Donnelly Centre, University of Toronto, Toronto, Ontario, Canada. Department of Chemistry, University of Toronto, Toronto, Ontario, Canada
| |
Collapse
|
37
|
Matsuno Y, Shoji T, Kim S, Chiba K. Synthetic Method for Oligonucleotide Block by Using Alkyl-Chain-Soluble Support. Org Lett 2016; 18:800-3. [PMID: 26845521 DOI: 10.1021/acs.orglett.6b00077] [Citation(s) in RCA: 11] [Impact Index Per Article: 1.4] [Reference Citation Analysis] [Abstract] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/17/2022]
Abstract
A straightforward method for the synthesis of oligonucleotide blocks using a Cbz-type alkyl-chain-soluble support (Z-ACSS) attached to the 3'-OH group of 3'-terminal nucleosides was developed. The Z-ACSS allowed for the preparation of fully protected deoxyribo- and ribo-oligonucleotides without chromatographic purification and released dimer- to tetramer-size oligonucleotide blocks via hydrogenation using a Pd/C catalyst without significant loss or migration of protective groups such as 5'-end 4,4'-dimethoxtrityl, 2-cyanoethyl on internucleotide bonds, or 2'-TBS.
Collapse
Affiliation(s)
- Yuki Matsuno
- Laboratory of Bio-organic Chemistry, Tokyo University of Agriculture and Technology , 3-5-8 Saiwai-cho, Fuchu, Tokyo 183-8509, Japan
| | - Takao Shoji
- Laboratory of Bio-organic Chemistry, Tokyo University of Agriculture and Technology , 3-5-8 Saiwai-cho, Fuchu, Tokyo 183-8509, Japan
| | - Shokaku Kim
- Laboratory of Bio-organic Chemistry, Tokyo University of Agriculture and Technology , 3-5-8 Saiwai-cho, Fuchu, Tokyo 183-8509, Japan
| | - Kazuhiro Chiba
- Laboratory of Bio-organic Chemistry, Tokyo University of Agriculture and Technology , 3-5-8 Saiwai-cho, Fuchu, Tokyo 183-8509, Japan
| |
Collapse
|
38
|
Kungurtsev V, Lönnberg H, Virta P. Synthesis of protected 2′-O-deoxyribonucleotides on a precipitative soluble support: a useful procedure for the preparation of trimer phosphoramidites. RSC Adv 2016. [DOI: 10.1039/c6ra22316h] [Citation(s) in RCA: 9] [Impact Index Per Article: 1.1] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/14/2023] Open
Abstract
A straightforward procedure for the preparation of protected 2′-O-deoxyribonucleotide trimers, using the phosphotriester chemistry on a precipitative soluble support, was described.
Collapse
Affiliation(s)
- V. Kungurtsev
- Department of Chemistry
- University of Turku
- FI-20014 Turku
- Finland
| | - H. Lönnberg
- Department of Chemistry
- University of Turku
- FI-20014 Turku
- Finland
| | - P. Virta
- Department of Chemistry
- University of Turku
- FI-20014 Turku
- Finland
| |
Collapse
|
39
|
Popova B, Schubert S, Bulla I, Buchwald D, Kramer W. A Robust and Versatile Method of Combinatorial Chemical Synthesis of Gene Libraries via Hierarchical Assembly of Partially Randomized Modules. PLoS One 2015; 10:e0136778. [PMID: 26355961 PMCID: PMC4565649 DOI: 10.1371/journal.pone.0136778] [Citation(s) in RCA: 6] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/06/2015] [Accepted: 08/08/2015] [Indexed: 11/19/2022] Open
Abstract
A major challenge in gene library generation is to guarantee a large functional size and diversity that significantly increases the chances of selecting different functional protein variants. The use of trinucleotides mixtures for controlled randomization results in superior library diversity and offers the ability to specify the type and distribution of the amino acids at each position. Here we describe the generation of a high diversity gene library using tHisF of the hyperthermophile Thermotoga maritima as a scaffold. Combining various rational criteria with contingency, we targeted 26 selected codons of the thisF gene sequence for randomization at a controlled level. We have developed a novel method of creating full-length gene libraries by combinatorial assembly of smaller sub-libraries. Full-length libraries of high diversity can easily be assembled on demand from smaller and much less diverse sub-libraries, which circumvent the notoriously troublesome long-term archivation and repeated proliferation of high diversity ensembles of phages or plasmids. We developed a generally applicable software tool for sequence analysis of mutated gene sequences that provides efficient assistance for analysis of library diversity. Finally, practical utility of the library was demonstrated in principle by assessment of the conformational stability of library members and isolating protein variants with HisF activity from it. Our approach integrates a number of features of nucleic acids synthetic chemistry, biochemistry and molecular genetics to a coherent, flexible and robust method of combinatorial gene synthesis.
Collapse
Affiliation(s)
- Blagovesta Popova
- Department Molecular Microbiology and Genetics, Institute of Microbiology and Genetics, Georg-August-Universität Göttingen, Göttingen, Germany
- Department Molecular Genetics and Preparative Molecular Biology, Institute of Microbiology and Genetics, Georg-August-Universität Göttingen, Göttingen, Germany
- * E-mail:
| | - Steffen Schubert
- Department Molecular Genetics and Preparative Molecular Biology, Institute of Microbiology and Genetics, Georg-August-Universität Göttingen, Göttingen, Germany
- Department Dermatology, Venereology and Allergology, University Medical Center, Göttingen, Germany
- Information Network of Departments of Dermatology (IVDK), Göttingen, Germany
| | - Ingo Bulla
- Theoretical Biology and Biophysics, Group T-6, Los Alamos National Laboratory, Los Alamos, New Mexico, United States of America
- Institute for Mathematics and Informatics, Universität Greifswald, Greifswald, Germany
- Department Bioinformatics, Institute of Microbiology and Genetics, Georg-August-Universität Göttingen, Göttingen, Germany
| | - Daniela Buchwald
- Department Bioinformatics, Institute of Microbiology and Genetics, Georg-August-Universität Göttingen, Göttingen, Germany
- Neurobiology Laboratory, German Primate Center GmbH, Göttingen, Germany
| | - Wilfried Kramer
- Department Molecular Genetics and Preparative Molecular Biology, Institute of Microbiology and Genetics, Georg-August-Universität Göttingen, Göttingen, Germany
- Department Molecular Genetics, Institute of Microbiology and Genetics, Georg-August-Universität Göttingen, Göttingen, Germany
| |
Collapse
|
40
|
Library construction, selection and modification strategies to generate therapeutic peptide-based modulators of protein-protein interactions. Future Med Chem 2015; 6:2073-92. [PMID: 25531969 DOI: 10.4155/fmc.14.134] [Citation(s) in RCA: 9] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 02/06/2023] Open
Abstract
In the modern age of proteomics, vast numbers of protein-protein interactions (PPIs) are being identified as causative agents in pathogenesis, and are thus attractive therapeutic targets for intervention. Although traditionally regarded unfavorably as druggable agents relative to small molecules, peptides in recent years have gained considerable attention. Their previous dismissal had been largely due to the susceptibility of unmodified peptides to the barriers and pressures exerted by the circulation, immune system, proteases, membranes and other stresses. However, recent advances in high-throughput peptide isolation techniques, as well as a huge variety of direct modification options and approaches to allow targeted delivery, mean that peptides and their mimetics can now be designed to circumvent many of these traditional barriers. As a result, an increasing number of peptide-based drugs are reaching clinical trials and patients beyond.
Collapse
|
41
|
Plückthun A. Designed ankyrin repeat proteins (DARPins): binding proteins for research, diagnostics, and therapy. Annu Rev Pharmacol Toxicol 2015; 55:489-511. [PMID: 25562645 DOI: 10.1146/annurev-pharmtox-010611-134654] [Citation(s) in RCA: 406] [Impact Index Per Article: 45.1] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/09/2022]
Abstract
Designed ankyrin repeat proteins (DARPins) can recognize targets with specificities and affinities that equal or surpass those of antibodies, but because of their robustness and extreme stability, they allow a multitude of more advanced formats and applications. This review highlights recent advances in DARPin design, illustrates their properties, and gives some examples of their use. In research, they have been established as intracellular, real-time sensors of protein conformations and as crystallization chaperones. For future therapies, DARPins have been developed by advanced, structure-based protein engineering to selectively induce apoptosis in tumors by uncoupling surface receptors from their signaling cascades. They have also been used successfully for retargeting viruses. In ongoing clinical trials, DARPins have shown good safety and efficacy in macular degeneration diseases. These developments all ultimately exploit the high stability, solubility, and aggregation resistance of these molecules, permitting a wide range of conjugates and fusions to be produced and purified.
Collapse
Affiliation(s)
- Andreas Plückthun
- Department of Biochemistry, University of Zurich, CH-8057 Zurich, Switzerland;
| |
Collapse
|
42
|
Rouet R, Dudgeon K, Christie M, Langley D, Christ D. Fully Human VH Single Domains That Rival the Stability and Cleft Recognition of Camelid Antibodies. J Biol Chem 2015; 290:11905-17. [PMID: 25737448 DOI: 10.1074/jbc.m114.614842] [Citation(s) in RCA: 49] [Impact Index Per Article: 5.4] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/05/2014] [Indexed: 01/01/2023] Open
Abstract
Human VH single domains represent a promising class of antibody fragments with applications as therapeutic modalities. Unfortunately, isolated human VH domains also generally display poor biophysical properties and a propensity to aggregate. This has encouraged the development of non-human antibody domains as alternative means of antigen recognition and, in particular, camelid (VHH) domains. Naturally devoid of light chain partners, these domains are characterized by favorable biophysical properties and propensity for cleft binding, a highly desirable characteristic, allowing the targeting of cryptic epitopes. In contrast, previously reported structures of human VH single domains had failed to recapitulate this property. Here we report the engineering and characterization of phage display libraries of stable human VH domains and the selection of binders against a diverse set of antigens. Unlike "camelized" human domains, the domains do not rely on potentially immunogenic framework mutations and maintain the structure of the VH/VL interface. Structure determination in complex with hen egg white lysozyme revealed an extended VH binding interface, with complementarity-determining region 3 deeply penetrating into the active site cleft, highly reminiscent of what has been observed for camelid domains. Taken together, our results demonstrate that fully human VH domains can be constructed that are not only stable and well expressed but also rival the cleft binding properties of camelid antibodies.
Collapse
Affiliation(s)
- Romain Rouet
- From the Department of Immunology, Garvan Institute of Medical Research, 384 Victoria Street, Darlinghurst, Sydney, New South Wales 2010, Australia and
| | - Kip Dudgeon
- From the Department of Immunology, Garvan Institute of Medical Research, 384 Victoria Street, Darlinghurst, Sydney, New South Wales 2010, Australia and
| | - Mary Christie
- From the Department of Immunology, Garvan Institute of Medical Research, 384 Victoria Street, Darlinghurst, Sydney, New South Wales 2010, Australia and the Faculty of Medicine, St. Vincent's Clinical School, University of New South Wales, Darlinghurst, Sydney, New South Wales 2010, Australia
| | - David Langley
- From the Department of Immunology, Garvan Institute of Medical Research, 384 Victoria Street, Darlinghurst, Sydney, New South Wales 2010, Australia and
| | - Daniel Christ
- From the Department of Immunology, Garvan Institute of Medical Research, 384 Victoria Street, Darlinghurst, Sydney, New South Wales 2010, Australia and the Faculty of Medicine, St. Vincent's Clinical School, University of New South Wales, Darlinghurst, Sydney, New South Wales 2010, Australia
| |
Collapse
|
43
|
Fellouse F, Pal G. Methods for the Construction of Phage-Displayed Libraries. ACTA ACUST UNITED AC 2015. [DOI: 10.1201/b18196-4] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.1] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 02/28/2023]
|
44
|
MDC-Analyzer: a novel degenerate primer design tool for the construction of intelligent mutagenesis libraries with contiguous sites. Biotechniques 2014; 56:301-2, 304, 306-8, passim. [PMID: 24924390 DOI: 10.2144/000114177] [Citation(s) in RCA: 14] [Impact Index Per Article: 1.4] [Reference Citation Analysis] [Abstract] [Key Words] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/31/2013] [Accepted: 04/03/2014] [Indexed: 11/23/2022] Open
Abstract
Recent computational and bioinformatics advances have enabled the efficient creation of novel biocatalysts by reducing amino acid variability at hot spot regions. To further expand the utility of this strategy, we present here a tool called Multi-site Degenerate Codon Analyzer (MDC-Analyzer) for the automated design of intelligent mutagenesis libraries that can completely cover user-defined randomized sequences, especially when multiple contiguous and/or adjacent sites are targeted. By initially defining an objective function, the possible optimal degenerate PCR primer profiles could be automatically explored using the heuristic approach of Greedy Best-First-Search. Compared to the previously developed DC-Analyzer, MDC-Analyzer allows for the existence of a small amount of undesired sequences as a tradeoff between the number of degenerate primers and the encoded library size while still providing all the benefits of DC-Analyzer with the ability to randomize multiple contiguous sites. MDC-Analyzer was validated using a series of randomly generated mutation schemes and experimental case studies on the evolution of halohydrin dehalogenase, which proved that the MDC methodology is more efficient than other methods and is particularly well-suited to exploring the sequence space of proteins using data-driven protein engineering strategies.
Collapse
|
45
|
ProxiMAX randomization: a new technology for non-degenerate saturation mutagenesis of contiguous codons. Biochem Soc Trans 2014; 41:1189-94. [PMID: 24059507 PMCID: PMC3782830 DOI: 10.1042/bst20130123] [Citation(s) in RCA: 25] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/25/2022]
Abstract
Back in 2003, we published ‘MAX’ randomization, a process of non-degenerate saturation mutagenesis using exactly 20 codons (one for each amino acid) or else any required subset of those 20 codons. ‘MAX’ randomization saturates codons located in isolated positions within a protein, as might be required in enzyme engineering, or else on one face of an α-helix, as in zinc-finger engineering. Since that time, we have been asked for an equivalent process that can saturate multiple contiguous codons in a non-degenerate manner. We have now developed ‘ProxiMAX’ randomization, which does just that: generating DNA cassettes for saturation mutagenesis without degeneracy or bias. Offering an alternative to trinucleotide phosphoramidite chemistry, ProxiMAX randomization uses nothing more sophisticated than unmodified oligonucleotides and standard molecular biology reagents. Thus it requires no specialized chemistry, reagents or equipment, and simply relies on a process of saturation cycling comprising ligation, amplification and digestion for each cycle. The process can encode both unbiased representation of selected amino acids or else encode them in predefined ratios. Each saturated position can be defined independently of the others. We demonstrate accurate saturation of up to 11 contiguous codons. As such, ProxiMAX randomization is particularly relevant to antibody engineering.
Collapse
|
46
|
Schilling J, Schöppe J, Plückthun A. From DARPins to LoopDARPins: novel LoopDARPin design allows the selection of low picomolar binders in a single round of ribosome display. J Mol Biol 2014; 426:691-721. [PMID: 24513107 DOI: 10.1016/j.jmb.2013.10.026] [Citation(s) in RCA: 74] [Impact Index Per Article: 7.4] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/01/2013] [Revised: 10/17/2013] [Accepted: 10/17/2013] [Indexed: 12/19/2022]
Abstract
Antibodies are the most versatile binding proteins in nature with six loops creating a flexible continuous interaction surface. However, in some molecular formats, antibodies are aggregation prone. Designed ankyrin repeat proteins (DARPins) were successfully created as alternative design solutions. Nevertheless, their concave shape, rigidity and incompletely randomized binding surface may limit the epitopes that can be targeted by this extremely stable scaffold. Combining conformational diversity and a continuous convex paratope found in many antibodies with the beneficial biophysical properties of DARPins, we created LoopDARPins, a next generation of DARPins with extended epitope binding properties. We employed X-ray structure determination of a LoopDARPin for design validation. Biophysical characterizations show that the introduction of an elongated loop through consensus design does not decrease the stability of the scaffold,consistent with molecular dynamics simulations. Ribosome-display selections against extracellular signal-regulated kinase 2 (ERK2) and four members of the BCL-2 family (BCL-2, BCL-XL, BCL-W and MCL-1) of anti-apoptotic regulators yielded LoopDARPins with affinities in the mid-picomolar to low nanomol arrange against all targets. The BCL-2 family binders block the interaction with their natural interaction partner and will be valuable reagents to test the apoptotic response in functional assays. With the LoopDARPin scaffold, binders for BCL-2 with an affinity of 30 pM were isolated with only a single round of ribosome display,an enrichment that has not been described for any scaffold. Identical stringent one-round selections with conventional DARPins without loop yielded no binders. The LoopDARPin scaffold may become a highly valuable tool for biotechnological high-throughput applications.
Collapse
|
47
|
Acerra N, Kad NM, Griffith DA, Ott S, Crowther DC, Mason JM. Retro-inversal of Intracellular Selected β-Amyloid-Interacting Peptides: Implications for a Novel Alzheimer’s Disease Treatment. Biochemistry 2014; 53:2101-11. [DOI: 10.1021/bi5001257] [Citation(s) in RCA: 16] [Impact Index Per Article: 1.6] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/16/2022]
Affiliation(s)
- Nicola Acerra
- School
of Biological Sciences, University of Essex, Wivenhoe Park, Colchester CO4 3SQ, U.K
| | - Neil M. Kad
- School
of Biological Sciences, University of Essex, Wivenhoe Park, Colchester CO4 3SQ, U.K
| | - Douglas A. Griffith
- Department
of Genetics, University of Cambridge, Downing Site, Cambridge CB2 3EH, U.K
| | - Stanislav Ott
- Department
of Genetics, University of Cambridge, Downing Site, Cambridge CB2 3EH, U.K
| | - Damian C. Crowther
- Department
of Genetics, University of Cambridge, Downing Site, Cambridge CB2 3EH, U.K
| | - Jody M. Mason
- School
of Biological Sciences, University of Essex, Wivenhoe Park, Colchester CO4 3SQ, U.K
| |
Collapse
|
48
|
Abstract
Protein combinatorial libraries have become a platform technology for exploring protein sequence space for novel molecules for use in research, synthetic biology, biotechnology, and medicine. To expedite the isolation of proteins with novel/desired functions using screens and selections, high-quality approaches that generate protein libraries rich in folded and soluble structures are desirable for this goal. The binary patterning approach is a protein library design method that incorporates elements of both rational design and combinatorial diversity to specify the arrangement of polar and nonpolar amino acid residues in the context of a desired, folded tertiary structure template. An overview of the considerations necessary to design and construct binary patterned libraries of de novo and natural proteins is presented.
Collapse
Affiliation(s)
- Luke H Bradley
- Departments of Anatomy and Neurobiology, Molecular and Cellular Biochemistry, and the Center of Structural Biology, University of Kentucky College of Medicine, MN225 Chandler Medical Center, 800 Rose Street, Lexington, KY, 40536-0298, USA,
| |
Collapse
|
49
|
Adams JJ, Sidhu SS. Synthetic antibody technologies. Curr Opin Struct Biol 2013; 24:1-9. [PMID: 24721448 DOI: 10.1016/j.sbi.2013.11.003] [Citation(s) in RCA: 46] [Impact Index Per Article: 4.2] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/01/2013] [Accepted: 11/10/2013] [Indexed: 11/19/2022]
Abstract
Synthetic antibody technologies enable the rapid production of affinity reagents through in vitro selections. The production of synthetic antibodies relies on sophisticated design strategies to produce combinatorial diversity libraries that encode antibody populations optimized for molecular recognition. The technology takes advantage of display technologies that enable amplification, selection and manipulation of antibodies in vitro. The rapid yet highly controlled nature of these methods has opened new avenues in basic and clinical research. Here we review recent advances in structural biology facilitated by synthetic antibodies, as well as advances in library designs and selection methods.
Collapse
Affiliation(s)
- Jarrett J Adams
- Banting and Best Department of Medical Research and Department of Molecular Genetics, University of Toronto, Donnelly CCBR, 160 College Street, Toronto, Ontario M5S 3E1, Canada
| | - Sachdev S Sidhu
- Banting and Best Department of Medical Research and Department of Molecular Genetics, University of Toronto, Donnelly CCBR, 160 College Street, Toronto, Ontario M5S 3E1, Canada.
| |
Collapse
|
50
|
Off-rate screening for selection of high-affinity anti-drug antibodies. Anal Biochem 2013; 441:208-13. [DOI: 10.1016/j.ab.2013.07.025] [Citation(s) in RCA: 44] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/22/2013] [Revised: 07/18/2013] [Accepted: 07/19/2013] [Indexed: 11/19/2022]
|