1
|
Seo K, Hagino K, Ichihashi N. Progresses in Cell-Free In Vitro Evolution. ADVANCES IN BIOCHEMICAL ENGINEERING/BIOTECHNOLOGY 2023; 186:121-140. [PMID: 37306699 DOI: 10.1007/10_2023_219] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 06/13/2023]
Abstract
Biopolymers, such as proteins and RNA, are integral components of living organisms and have evolved through a process of repeated mutation and selection. The technique of "cell-free in vitro evolution" is a powerful experimental approach for developing biopolymers with desired functions and structural properties. Since Spiegelman's pioneering work over 50 years ago, biopolymers with a wide range of functions have been developed using in vitro evolution in cell-free systems. The use of cell-free systems offers several advantages, including the ability to synthesize a wider range of proteins without the limitations imposed by cytotoxicity, and the capacity for higher throughput and larger library sizes than cell-based evolutionary experiments. In this chapter, we provide a comprehensive overview of the progress made in the field of cell-free in vitro evolution by categorizing evolution into directed and undirected. The biopolymers produced by these methods are valuable assets in medicine and industry, and as a means of exploring the potential of biopolymers.
Collapse
Affiliation(s)
- Kaito Seo
- Department of Life Science, Graduate School of Arts and Science, The University of Tokyo, Tokyo, Japan
| | - Katsumi Hagino
- Department of Life Science, Graduate School of Arts and Science, The University of Tokyo, Tokyo, Japan
| | - Norikazu Ichihashi
- Department of Life Science, Graduate School of Arts and Science, The University of Tokyo, Tokyo, Japan.
- Komaba Institute for Science, The University of Tokyo, Tokyo, Japan.
- Universal Biology Institute, The University of Tokyo, Tokyo, Japan.
| |
Collapse
|
2
|
Directed Evolution Methods for Enzyme Engineering. Molecules 2021; 26:molecules26185599. [PMID: 34577070 PMCID: PMC8470892 DOI: 10.3390/molecules26185599] [Citation(s) in RCA: 17] [Impact Index Per Article: 4.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/20/2021] [Revised: 08/17/2021] [Accepted: 08/17/2021] [Indexed: 11/22/2022] Open
Abstract
Enzymes underpin the processes required for most biotransformations. However, natural enzymes are often not optimal for biotechnological uses and must be engineered for improved activity, specificity and stability. A rich and growing variety of wet-lab methods have been developed by researchers over decades to accomplish this goal. In this review such methods and their specific attributes are examined.
Collapse
|
3
|
Abstract
Since the development of therapeutic antibodies the demand of recombinant human antibodies is steadily increasing. Traditionally, therapeutic antibodies were generated by immunization of rat or mice, the generation of hybridoma clones, cloning of the antibody genes and subsequent humanization and engineering of the lead candidates. In the last few years, techniques were developed that use transgenic animals with a human antibody gene repertoire. Here, modern recombinant DNA technologies can be combined with well established immunization and hybridoma technologies to generate already affinity maturated human antibodies. An alternative are in vitro technologies which enabled the generation of fully human antibodies from antibody gene libraries that even exceed the human antibody repertoire. Specific antibodies can be isolated from these libraries in a very short time and therefore reduce the development time of an antibody drug at a very early stage.In this review, we describe different technologies that are currently used for the in vitro and in vivo generation of human antibodies.
Collapse
|
4
|
Abstract
In the past decade, in vitro evolution techniques have been used to improve the performance or alter the activity of a number of different enzymes and have generated enzymes de novo. In this review, we provide an overview of the available in vitro methods, their application, and some general considerations for enzyme engineering in vitro. We discuss the advantages of in vitro over in vivo approaches and focus on ribosome display, mRNA display, DNA display technologies, and in vitro compartmentalization (IVC) methods. This review aims to help researchers determine which approach is best suited for their own experimental needs and to highlight that in vitro methods offer a promising route for enzyme engineering.
Collapse
Affiliation(s)
- Misha V Golynskiy
- Department of Biochemistry, Molecular Biology and Biophysics, University of Minnesota, St. Paul, MN, USA
| | | | | | | | | |
Collapse
|
5
|
Xiao D, Yin C, Zhang Q, Li JH, Gong PT, Li SH, Zhang GC, Gao YJ, Zhang XC. Selection and identification of a new adhesion protein of Cryptosporidium parvum from a cDNA library by ribosome display. Exp Parasitol 2011; 129:183-9. [DOI: 10.1016/j.exppara.2011.06.004] [Citation(s) in RCA: 5] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/14/2010] [Revised: 06/13/2011] [Accepted: 06/14/2011] [Indexed: 10/18/2022]
|
6
|
Miyamoto-Sato E, Yanagawa H. Toward functional analysis of protein interactome using “in vitrovirus”:In silicoanalyses of Fos/Jun interactors. J Drug Target 2008; 14:505-11. [PMID: 17062397 DOI: 10.1080/10611860600845017] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/24/2022]
Abstract
Our high-throughput in vitro virus (IVV) method for selection of protein-protein interactions (PPI) and complexes, based on a simple cell-free co-translation and selection followed by computational sequence data analysis, was previously used to identify 31 Fos and Jun interactors. Here, in silico analyses of biological function, localization and phenotype of these AP-1 (Fos/Jun) interactors were performed. The results suggest that Fos and Jun do not necessarily work together, but also interact separately with novel interactors, including products of disease-related genes. Fos showed transcription-related activities, while Jun interacted with motor-related and structural proteins. The reliability of the IVV selection for the Fos interactors was further confirmed by means of in vitro reciprocal prey and bait protein experiments and co-immunoprecipitation. Further study of these novel interactors may provide clues to new pathways or mechanisms of biological functions and diseases.
Collapse
Affiliation(s)
- Etsuko Miyamoto-Sato
- Department of Biosciences and Informatics, Faculty of Science and Technology, Keio University, Yokohama, 223-8522, Japan
| | | |
Collapse
|
7
|
He M, Khan F. Ribosome display: next-generation display technologies for production of antibodies in vitro. Expert Rev Proteomics 2006; 2:421-30. [PMID: 16000087 DOI: 10.1586/14789450.2.3.421] [Citation(s) in RCA: 45] [Impact Index Per Article: 2.4] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/08/2022]
Abstract
Antibodies represent an important and growing class of biologic research reagents and biopharmaceutical products. They can be used as therapeutics in a variety of diseases. With the rapid expansion of proteomic studies and biomarker discovery, there is a need for the generation of highly specific binding reagents to study the vast number of proteins encoded by the genome. Display technologies provide powerful tools for obtaining antibodies. Aside from the preservation of natural antibody repertoires, they are capable of exploiting diversity by DNA recombination to create very large libraries for selection of novel molecules. In contrast to in vivo immunization processes, display technologies allow selection of antibodies under in vitro-defined selection condition(s), resulting in enrichment of antibodies with desired properties from large populations. In addition, in vitro selection enables the isolation of antibodies against difficult antigens including self-antigens, and this can be applied to the generation of human antibodies against human targets. Display technologies can also be combined with DNA mutagenesis for antibody evolution in vitro. Some methods are amenable to automation, permitting high-throughput generation of antibodies. Ribosome display is considered as representative of the next generation of display technologies since it overcomes the limitations of cell-based display methods by using a cell-free system, offering advantages of screening larger libraries and continuously expanding new diversity during selection. Production of display-derived antibodies can be achieved by choosing one of a variety of prokaryotic and eukaryotic cell-based expression systems. In the near future, cell-free protein synthesis may be developed as an alternative for large-scale generation of antibodies.
Collapse
Affiliation(s)
- Mingyue He
- Protein Technologies Laboratory, Babraham Research Campus, Cambridge, CB2 4AT, UK.
| | | |
Collapse
|
8
|
Takahashi F, Funabashi H, Mie M, Endo Y, Sawasaki T, Aizawa M, Kobatake E. Activity-based in vitro selection of T4 DNA ligase. Biochem Biophys Res Commun 2005; 336:987-93. [PMID: 16157309 DOI: 10.1016/j.bbrc.2005.08.200] [Citation(s) in RCA: 9] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/19/2005] [Accepted: 08/25/2005] [Indexed: 11/25/2022]
Abstract
Recent in vitro methodologies for selection and directed evolution of proteins have concentrated not only on proteins with affinity such as single-chain antibody but also on enzymes. We developed a display technology for selection of T4 DNA ligase on ribosome because an in vitro selection method for DNA ligase had never been developed. The 3' end of mRNA encoding the gene of active or inactive T4 DNA ligase-spacer peptide fusion protein was hybridized to dsDNA fragments with cohesive ends, the substrate of T4 DNA ligase. After in vitro translation of the mRNA-dsDNA complex in a rabbit reticulocyte system, a mRNA-dsDNA-ribosome-ligase complex was produced. T4 DNA ligase enzyme displayed on a ribosome, through addition of a spacer peptide, is able to react with dsDNA in the complex. The complex expressing active ligase was biotinylated by ligation with another biotinylated dsDNA probe and selected with streptavidin-coated magnetic beads. We effectively selected active T4 DNA ligase from a small amount of protein. The gene of the active T4 DNA ligase was enriched 40 times from a mixture of active and inactive genes using this selection strategy. This ribosomal display strategy may have high potential to be useful for selection of other enzymes associated with DNA.
Collapse
Affiliation(s)
- Fumio Takahashi
- Department of Biological Information, Graduate School of Bioscience and Biotechnology, Tokyo Institute of Technology, 4259 Nagatsuta, Midoriku, Yokohama 226-8501, Japan
| | | | | | | | | | | | | |
Collapse
|
9
|
Bieberich E. Integration of glycosphingolipid metabolism and cell-fate decisions in cancer and stem cells: review and hypothesis. Glycoconj J 2005; 21:315-27. [PMID: 15514480 DOI: 10.1023/b:glyc.0000046274.35732.47] [Citation(s) in RCA: 49] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/04/2023]
Abstract
The metabolism of glycosphingolipids is strictly regulated during the mitotic cell cycle. Before the G1-to-S transition, the ceramide and glucosylceramide concentration is elevated. Ceramide induces apoptosis synergistically with the pro-apoptotic protein prostate apoptosis response 4 (PAR-4) that may be asymmetrically inherited during cell division. Only one daughter cell dies shortly after mitosis, a mechanism we suggested to regulate the number of neural stem cells during embryonic development. The progeny cells, however, may protect themselves by converting ceramide to glucosylceramide and other glycosphingolipids. In particular, complex gangliosides have been found to sustain cell survival and differentiation. The cell cycle may thus be a turning point for (glyco)sphingolipid metabolism and explain rapid changes of the sphingolipid composition in cells that undergo mitotic cell-fate decisions. In the proposed model termed "Shiva cycle", progression through the cell cycle, differentiation, or apoptosis may rely on a delicate balance of (glyco)sphingolipid second messengers that modulate the retinoblastoma-dependent G1-to-S transition or caspase-dependent G1-to-apoptosis program. Ceramide-induced cell cycle delay at G0/G1 is either followed by ceramide-induced apoptosis or by conversion of ceramide to glucosylceramide, a proposed key regulatory rheostat that rescues cells from re-entry into a life/death decision at G1-to-S. We propose a mechanistic model for sphingolpid-induced protein scaffolds ("slip") that regulate cell-fate decisions and will discuss the biological consequences and pharmacological potential of manipulating the (glyco)sphingolipid-dependent cell fate program in cancer and stem cells.
Collapse
Affiliation(s)
- Erhard Bieberich
- Institute of Molecular Medicine and Genetics, School of Medicine, Medical College of Georgia, 1120 15th Street Room CB-2803, Augusta, GA 30912, USA.
| |
Collapse
|
10
|
Abstract
Ribosome display is a polymerase chain reaction-based in vitro display technology that is well suited to the selection and evolution of high affinity antibodies. Both eukaryotic and prokaryotic translation systems have been applied to ribosome display, and the technology's utility has been demonstrated in the antibody isolation process. In particular, ribosome display lends itself to the evolution of functional characteristics, such as potency, of lead candidate antibodies to provide therapeutic antibodies. Large libraries (10(12)) can be rapidly constructed, antibodies selected, and sequence space extensively explored by targeted mutagenesis techniques or by random mutagenesis throughout the antibody sequence. Using such approaches in ribosome display systems lead antibodies derived from phage display or from immunised animals have been improved > 1000-fold in potency within 6 months. This review will discuss the technology and give an insight into how ribosome display is being applied to the antibody lead discovery and optimisation processes.
Collapse
Affiliation(s)
- Maria A T Groves
- Cambridge Antibody Technology, Milstein Building, Granta Park, Cambridge, CB16GH, UK
| | | |
Collapse
|
11
|
Abstract
Ganglioside biosynthesis is strictly regulated by the activities of glycosyltransferases and is necessarily controlled at the levels of gene transcription and posttranslational modification. Cells can switch between expressing simple and complex gangliosides or between different series within these two groups during brain development. The sequential biosynthesis of gangliosides in parallel enzymatic pathways, however, requires fine-tuned subcellular sequestration and orchestration of glycosyltransferases. A popular model predicts that this regulation is achieved by the vectorial organization of ganglioside biosynthesis: sequential biosynthetic steps occur with the traffic of ganglioside intermediates through subsequent subcellular compartments. Here, we review current models for the subcellular distribution of glycosyltransferases and discuss results that suggest a critical role of N-glycosylation for the processing, transport, and complex formation of these enzymes. In this context, we attempt to illustrate the regulation of ganglioside biosynthesis as well as the biological significance of N-glycosylation as a posttranslational regulatory mechanism. We also review the results of analyses of the 5' regulatory sequences of several glycosyltransferases in ganglioside biosynthesis and provide insights into how their synthesis can be regulated at the level of transcription.
Collapse
Affiliation(s)
- Robert K Yu
- Institute of Molecular Medicine and Genetics, School of Medicine, Medical College of Georgia, Augusta, GA 30912, USA.
| | | | | | | |
Collapse
|
12
|
Dower WJ, Mattheakis LC. In vitro selection as a powerful tool for the applied evolution of proteins and peptides. Curr Opin Chem Biol 2002; 6:390-8. [PMID: 12023121 DOI: 10.1016/s1367-5931(02)00332-0] [Citation(s) in RCA: 63] [Impact Index Per Article: 2.7] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/27/2022]
Abstract
New in vitro methods for the applied evolution of protein structure and function complement conventional cellular and phage-based methods. Strategies employing the direct physical linkage of genotype and phenotype, and the compartmental association of gene and product to select desired properties are discussed, and recent useful applications are described. Engineering of antibodies and other proteins, selection from cDNA libraries, and the creation of functional protein domains from completely random starting sequences illustrate the value of the in vitro approaches. Also discussed is an emerging new direction for in vitro display technology: the self-assembly of protein arrays.
Collapse
Affiliation(s)
- William J Dower
- XenoPort, Inc., 3410 Central Expressway, Santa Clara, CA 95051, USA.
| | | |
Collapse
|
13
|
Abstract
With the rapid accumulation of genetic information, development of general experimental approach suitable for large scale annotation and profiling of the whole proteome have become one of the major challenges in postgenomic era. Biomolecular display technologies, which allow expressing of a large pool of modularly coded biomolecules, are extremely useful for accessing and analyzing protein diversity and interaction profile on a large scale. Recent advances in protein display technologies and their applications to proteomic analyses have been discussed.
Collapse
Affiliation(s)
- D Ma
- Department of Physiology, Johns Hopkins University School of Medicine, Baltimore, Maryland 21205, USA
| | | |
Collapse
|
14
|
Fujita S, Sawata SY, Yamamoto-Fujita R, Endo Y, Kise H, Iwakura M, Taira K. Novel approach for linking genotype to phenotype in vitro by exploiting an extremely strong interaction between RNA and protein. J Med Chem 2002; 45:1598-606. [PMID: 11931614 DOI: 10.1021/jm010398p] [Citation(s) in RCA: 8] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/28/2022]
Abstract
We recently isolated an aptamer that binds to the Tat protein of HIV-1 with extremely high affinity and specificity (Yamamoto, R.; et al. Genes Cells 2000, 5, 371.). In the present study, we exploited this strong binding to develop a novel coupling method that links genotype with phenotype. To strengthen the original RNA-protein interaction still further, we connected three units of the aptamer in tandem and three units of a peptide derived from Tat that interacted with the aptamer. The binding of the resultant RNA, which consisted of three units of the aptamer, to the resultant peptide, which consisted of three units of the peptide, was extremely strong. In fact, the RNA-protein interaction was one of the strongest ever reported, with an apparent K(d) below 16 pM. This strong interaction was attempted for the selection of functional proteins, namely, dihydrofolate reductase (DHFR) or streptavidin, which we chose as an example, and we succeeded in the expected selection, although to a limited extent, of the target protein. The noncovalent but strong interaction described above should be useful as a novel tool for the future selection of functional proteins from pools of random sequences of amino acids.
Collapse
Affiliation(s)
- Satoshi Fujita
- Department of Chemistry and Biotechnology, School of Engineering, The University of Tokyo, Hongo, Tokyo 113-8656, Japan
| | | | | | | | | | | | | |
Collapse
|
15
|
Takahashi F, Ebihara T, Mie M, Yanagida Y, Endo Y, Kobatake E, Aizawa M. Ribosome display for selection of active dihydrofolate reductase mutants using immobilized methotrexate on agarose beads. FEBS Lett 2002; 514:106-10. [PMID: 11904191 DOI: 10.1016/s0014-5793(02)02334-7] [Citation(s) in RCA: 29] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/26/2022]
Abstract
Ribosome display was applied to the selection of an enzyme. As a model, we selected and amplified the dihydrofolate reductase (DHFR) gene by ribosome display utilizing a wheat germ cell-free protein synthesis system based on binding affinity to its substrate analog, methotrexate, immobilized on agarose beads. After three rounds of selection, the DHFR gene could be effectively selected and preferentially amplified from a small proportion in a mixture also containing competitive genes. Active enzymes were expressed and amplified and by sequence analysis, four mutants of DHFR were identified. These mutants showed as much activity as the wild-type enzyme.
Collapse
Affiliation(s)
- Fumio Takahashi
- Department of Biological Information, Graduate School of Bioscience and Biotechnology, Tokyo Institute of Technology, 4259 Nagatsuta, Midoriku, 226-8501, Yokohama, Japan
| | | | | | | | | | | | | |
Collapse
|
16
|
Amstutz P, Forrer P, Zahnd C, Plückthun A. In vitro display technologies: novel developments and applications. Curr Opin Biotechnol 2001; 12:400-5. [PMID: 11551470 DOI: 10.1016/s0958-1669(00)00234-2] [Citation(s) in RCA: 118] [Impact Index Per Article: 4.9] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/18/2022]
Abstract
In vitro display techniques are powerful tools to select polypeptide binders against various target molecules. Novel applications include maturation of protein affinity and stability, selection for enzymatic activity, and the display of cDNA and random polypeptide libraries. Taken together, these display techniques have great potential for biotechnological, medical and proteomic applications.
Collapse
Affiliation(s)
- P Amstutz
- Biochemisches Institut, Universität Zürich, Winterthurerstrasse 190, CH-8057 Zürich, Switzerland
| | | | | | | |
Collapse
|