1
|
Wang X, Li A, Li X, Cui H. Empowering Protein Engineering through Recombination of Beneficial Substitutions. Chemistry 2024; 30:e202303889. [PMID: 38288640 DOI: 10.1002/chem.202303889] [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: 01/04/2024] [Indexed: 02/24/2024]
Abstract
Directed evolution stands as a seminal technology for generating novel protein functionalities, a cornerstone in biocatalysis, metabolic engineering, and synthetic biology. Today, with the development of various mutagenesis methods and advanced analytical machines, the challenge of diversity generation and high-throughput screening platforms is largely solved, and one of the remaining challenges is: how to empower the potential of single beneficial substitutions with recombination to achieve the epistatic effect. This review overviews experimental and computer-assisted recombination methods in protein engineering campaigns. In addition, integrated and machine learning-guided strategies were highlighted to discuss how these recombination approaches contribute to generating the screening library with better diversity, coverage, and size. A decision tree was finally summarized to guide the further selection of proper recombination strategies in practice, which was beneficial for accelerating protein engineering.
Collapse
Affiliation(s)
- Xinyue Wang
- School of Food Science and Pharmaceutical Engineering, Nanjing Normal University, No. 2 Xuelin Road, Nanjing, 210097, China
| | - Anni Li
- School of Food Science and Pharmaceutical Engineering, Nanjing Normal University, No. 2 Xuelin Road, Nanjing, 210097, China
| | - Xiujuan Li
- School of Food Science and Pharmaceutical Engineering, Nanjing Normal University, No. 2 Xuelin Road, Nanjing, 210097, China
| | - Haiyang Cui
- School of Life Sciences, Nanjing Normal University, No. 2 Xuelin Road, Nanjing, 210097, China
| |
Collapse
|
2
|
Herrmann KR, Hofmann I, Jungherz D, Wittwer M, Infanzón B, Hamer SN, Davari MD, Ruff AJ, Schwaneberg U. Generation of phytase chimeras with low sequence identities and improved thermal stability. J Biotechnol 2021; 339:14-21. [PMID: 34271055 DOI: 10.1016/j.jbiotec.2021.07.005] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/17/2021] [Revised: 06/25/2021] [Accepted: 07/09/2021] [Indexed: 11/18/2022]
Abstract
Being able to recombine more than two genes with four or more crossover points in a sequence independent manner is still a challenge in protein engineering and limits our capabilities in tailoring enzymes for industrial applications. By computational analysis employing multiple sequence alignments and homology modeling, five fragments of six phytase genes (sequence identities 31-64 %) were identified and efficiently recombined through phosphorothioate-based cloning using the PTRec method. By combinatorial recombination, functional phytase chimeras containing fragments of up to four phytases were obtained. Two variants (PTRec 74 and PTRec 77) with up to 32 % improved residual activity (90 °C, 60 min) and retained specific activities of > 1100 U/mg were identified. Both variants are composed of fragments from the phytases of Citrobacter braakii, Hafnia alvei and Yersinia mollaretii. They exhibit sequence identities of ≤ 80 % to their parental enzymes, highlighting the great potential of DNA recombination strategies to generate new enzymes with low sequences identities that offer opportunities for property right claims.
Collapse
Affiliation(s)
- Kevin R Herrmann
- Lehrstuhl für Biotechnologie, RWTH Aachen University, Worringerweg 3, 52074, Aachen, Germany
| | - Isabell Hofmann
- Lehrstuhl für Biotechnologie, RWTH Aachen University, Worringerweg 3, 52074, Aachen, Germany
| | - Dennis Jungherz
- Lehrstuhl für Biotechnologie, RWTH Aachen University, Worringerweg 3, 52074, Aachen, Germany
| | - Malte Wittwer
- Lehrstuhl für Biotechnologie, RWTH Aachen University, Worringerweg 3, 52074, Aachen, Germany
| | - Belén Infanzón
- Lehrstuhl für Biotechnologie, RWTH Aachen University, Worringerweg 3, 52074, Aachen, Germany
| | - Stefanie Nicole Hamer
- Lehrstuhl für Biotechnologie, RWTH Aachen University, Worringerweg 3, 52074, Aachen, Germany
| | - Mehdi D Davari
- Lehrstuhl für Biotechnologie, RWTH Aachen University, Worringerweg 3, 52074, Aachen, Germany
| | - Anna Joëlle Ruff
- Lehrstuhl für Biotechnologie, RWTH Aachen University, Worringerweg 3, 52074, Aachen, Germany.
| | - Ulrich Schwaneberg
- Lehrstuhl für Biotechnologie, RWTH Aachen University, Worringerweg 3, 52074, Aachen, Germany; DWI-Leibniz Institut für Interaktive Materialien, Forckenbeckstraße 50, 52056, Aachen, Germany.
| |
Collapse
|
3
|
Gerstmans H, Grimon D, Gutiérrez D, Lood C, Rodríguez A, van Noort V, Lammertyn J, Lavigne R, Briers Y. A VersaTile-driven platform for rapid hit-to-lead development of engineered lysins. SCIENCE ADVANCES 2020; 6:eaaz1136. [PMID: 32537492 PMCID: PMC7269649 DOI: 10.1126/sciadv.aaz1136] [Citation(s) in RCA: 83] [Impact Index Per Article: 16.6] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 09/30/2019] [Accepted: 03/24/2020] [Indexed: 06/11/2023]
Abstract
Health care authorities are calling for new antibacterial therapies to cope with the global emergence of antibiotic-resistant bacteria. Bacteriophage-encoded lysins are a unique class of antibacterials with promising (pre)clinical progress. Custom engineering of lysins allows for the creation of variants against potentially any bacterial pathogen. We here present a high-throughput hit-to-lead development platform for engineered lysins. The platform is driven by VersaTile, a new DNA assembly method for the rapid construction of combinatorial libraries of engineered lysins. We constructed approximately 10,000 lysin variants. Using an iterative screening procedure, we identified a lead variant with high antibacterial activity against Acinetobacter baumannii in human serum and an ex vivo pig burn wound model. This generic platform could offer new opportunities to populate the preclinical pipeline with engineered lysins for diverse (therapeutic) applications.
Collapse
Affiliation(s)
- H. Gerstmans
- Department of Biotechnology, Ghent University, Valentin Vaerwyckweg 1, 9000 Gent, Belgium
- Department of Biosystems, KU Leuven, Kasteelpark Arenberg 21, 3001 Leuven, Belgium
- Department of Biosystems, KU Leuven, Willem de Croylaan 42, 3001 Leuven, Belgium
| | - D. Grimon
- Department of Biotechnology, Ghent University, Valentin Vaerwyckweg 1, 9000 Gent, Belgium
| | - D. Gutiérrez
- Department of Biotechnology, Ghent University, Valentin Vaerwyckweg 1, 9000 Gent, Belgium
- Dairy Research Institute of Asturias, Spanish National Research Council (IPLA-CSIC), Paseo Río Linares, s/n, 33300 Villaviciosa, Asturias, Spain
| | - C. Lood
- Department of Biosystems, KU Leuven, Kasteelpark Arenberg 21, 3001 Leuven, Belgium
- Department of Microbial and Molecular Systems, KU Leuven, Kasteelpark Arenberg 23, 3001 Leuven, Belgium
| | - A. Rodríguez
- Dairy Research Institute of Asturias, Spanish National Research Council (IPLA-CSIC), Paseo Río Linares, s/n, 33300 Villaviciosa, Asturias, Spain
| | - V. van Noort
- Department of Microbial and Molecular Systems, KU Leuven, Kasteelpark Arenberg 23, 3001 Leuven, Belgium
- Institute of Biology Leiden, Leiden University, Sylviusweg 72, 2333 Leiden, Netherlands
| | - J. Lammertyn
- Department of Biosystems, KU Leuven, Willem de Croylaan 42, 3001 Leuven, Belgium
| | - R. Lavigne
- Department of Biosystems, KU Leuven, Kasteelpark Arenberg 21, 3001 Leuven, Belgium
| | - Y. Briers
- Department of Biotechnology, Ghent University, Valentin Vaerwyckweg 1, 9000 Gent, Belgium
| |
Collapse
|
4
|
Vazquez‐Vilar M, Gandía M, García‐Carpintero V, Marqués E, Sarrion‐Perdigones A, Yenush L, Polaina J, Manzanares P, Marcos JF, Orzaez D. Multigene Engineering by GoldenBraid Cloning: From Plants to Filamentous Fungi and Beyond. ACTA ACUST UNITED AC 2020; 130:e116. [DOI: 10.1002/cpmb.116] [Citation(s) in RCA: 9] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/06/2022]
Affiliation(s)
- Marta Vazquez‐Vilar
- Instituto de Biología Molecular y Celular de Plantas (IBMCP)Universitat Politècnica de València–Consejo Superior de Investigaciones Científicas (CSIC) Valencia Spain
| | - Mónica Gandía
- Department of Food Biotechnology, Instituto de Agroquímica y Tecnología de Alimentos (IATA)Consejo Superior de Investigaciones Científicas (CSIC) Valencia Spain
| | - Victor García‐Carpintero
- Instituto de Biología Molecular y Celular de Plantas (IBMCP)Universitat Politècnica de València–Consejo Superior de Investigaciones Científicas (CSIC) Valencia Spain
| | - Eric Marqués
- Department of Food Biotechnology, Instituto de Agroquímica y Tecnología de Alimentos (IATA)Consejo Superior de Investigaciones Científicas (CSIC) Valencia Spain
| | | | - Lynne Yenush
- Instituto de Biología Molecular y Celular de Plantas (IBMCP)Universitat Politècnica de València–Consejo Superior de Investigaciones Científicas (CSIC) Valencia Spain
| | - Julio Polaina
- Department of Food Biotechnology, Instituto de Agroquímica y Tecnología de Alimentos (IATA)Consejo Superior de Investigaciones Científicas (CSIC) Valencia Spain
| | - Paloma Manzanares
- Department of Food Biotechnology, Instituto de Agroquímica y Tecnología de Alimentos (IATA)Consejo Superior de Investigaciones Científicas (CSIC) Valencia Spain
| | - Jose F. Marcos
- Department of Food Biotechnology, Instituto de Agroquímica y Tecnología de Alimentos (IATA)Consejo Superior de Investigaciones Científicas (CSIC) Valencia Spain
| | - Diego Orzaez
- Instituto de Biología Molecular y Celular de Plantas (IBMCP)Universitat Politècnica de València–Consejo Superior de Investigaciones Científicas (CSIC) Valencia Spain
| |
Collapse
|
5
|
Ma C, Liang C, Wang Y, Pan M, Jiang Q, Shi C. Combinatorial Library Based on Restriction Enzyme-mediated Modular Assembly. ACS COMBINATORIAL SCIENCE 2017; 19:351-355. [PMID: 28437612 DOI: 10.1021/acscombsci.6b00145] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 11/30/2022]
Abstract
Combinatorial approaches in directed evolution were proven to be more efficient for exploring sequence space and innovating function of protein. Here, we presented the modular assembly of secondary structures (MASS) for constructing a combinatorial library. In this approach, secondary structure elements were extracted from natural existing protein. The common linkers were flanking secondary structure elements, and then secondary structure elements were digested by Hinf I restriction endonuclease that was used in the construction of combinatorial library for the first time. The digested DNA fragments were randomly ligated in the sense orientation, then in sequence to be amplified by PCR and transformation. This approach showed that different DNA fragments without homologous sequences could be randomly assembled to create significant sequence space. With the structure analysis of recombinants, it would be beneficial to the rational design, even to the design of protein de novo, and to evolve any genetic part or circuit.
Collapse
Affiliation(s)
- Cuiping Ma
- Key
Laboratory of Sensor Analysis of Tumor Marker, Ministry of Education,
College of Chemistry and Molecular Engineering, Qingdao University of Science and Technology, Qingdao 266042, P.R. China
| | - Chao Liang
- Key
Laboratory of Sensor Analysis of Tumor Marker, Ministry of Education,
College of Chemistry and Molecular Engineering, Qingdao University of Science and Technology, Qingdao 266042, P.R. China
| | - Yifan Wang
- Key
Laboratory of Sensor Analysis of Tumor Marker, Ministry of Education,
College of Chemistry and Molecular Engineering, Qingdao University of Science and Technology, Qingdao 266042, P.R. China
| | - Mei Pan
- Key
Laboratory of Sensor Analysis of Tumor Marker, Ministry of Education,
College of Chemistry and Molecular Engineering, Qingdao University of Science and Technology, Qingdao 266042, P.R. China
| | - Qianqian Jiang
- Key
Laboratory of Sensor Analysis of Tumor Marker, Ministry of Education,
College of Chemistry and Molecular Engineering, Qingdao University of Science and Technology, Qingdao 266042, P.R. China
| | - Chao Shi
- College
of Life Sciences, Qingdao University, Qingdao, 266071, P.R. China
| |
Collapse
|
6
|
Abstract
Synthetic protein switches with tailored response functions are finding increasing applications as tools in basic research and biotechnology. With a number of successful design strategies emerging, the construction of synthetic protein switches still frequently necessitates an integrated approach that combines detailed biochemical and biophysical characterization in combination with high-throughput screening to construct tailored synthetic protein switches. This is increasingly complemented by computational strategies that aim to reduce the need for costly empirical optimization and thus facilitate the protein design process. Successful computational design approaches range from analyzing phylogenetic data to infer useful structural, biophysical, and biochemical information to modeling the structure and function of proteins ab initio. The following chapter provides an overview over the theoretical considerations and experimental approaches that have been successful applied in the construction of synthetic protein switches.
Collapse
Affiliation(s)
- Viktor Stein
- Fachbereich Biologie, Technische Universität Darmstadt, 64287, Darmstadt, Germany.
| |
Collapse
|
7
|
Abstract
The evolution of natural modular proteins and domain swapping by protein engineers have shown the disruptive potential of non-homologous recombination to create proteins with novel functions or traits. Bacteriophage endolysins, cellulosomes and polyketide synthases are 3 examples of natural modular proteins with each module having a dedicated function. These modular architectures have been created by extensive duplication, shuffling of domains and insertion/deletion of new domains. Protein engineers mimic these natural processes in vitro to create chimeras with altered properties or novel functions by swapping modules between different parental genes. Most domain swapping efforts are realized with traditional restriction and ligation techniques, which become particularly restrictive when either a large number of variants, or variants of proteins with multiple domains have to be constructed. Recent advances in homology-independent shuffling techniques increasingly address this need, but to realize the full potential of the synthetic biology of modular proteins a complete homology-independent method for both rational and random shuffling of modules from an unlimited number of parental genes is still needed.
Collapse
Affiliation(s)
- Veerle E T Maervoet
- a Laboratory of Applied Biotechnology, Department of Applied Biosciences , Ghent University , Ghent , Belgium
| | - Yves Briers
- a Laboratory of Applied Biotechnology, Department of Applied Biosciences , Ghent University , Ghent , Belgium
| |
Collapse
|
8
|
Gimpel JA, Nour-Eldin HH, Scranton MA, Li D, Mayfield SP. Refactoring the Six-Gene Photosystem II Core in the Chloroplast of the Green Algae Chlamydomonas reinhardtii. ACS Synth Biol 2016. [PMID: 26214707 DOI: 10.1021/acssynbio.5b00076] [Citation(s) in RCA: 17] [Impact Index Per Article: 1.9] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/31/2023]
Abstract
Oxygenic photosynthesis provides the energy to produce all food and most of the fuel on this planet. Photosystem II (PSII) is an essential and rate-limiting component of this process. Understanding and modifying PSII function could provide an opportunity for optimizing photosynthetic biomass production, particularly under specific environmental conditions. PSII is a complex multisubunit enzyme with strong interdependence among its components. In this work, we have deleted the six core genes of PSII in the eukaryotic alga Chlamydomonas reinhardtii and refactored them in a single DNA construct. Complementation of the knockout strain with the core PSII synthetic module from three different green algae resulted in reconstitution of photosynthetic activity to 85, 55, and 53% of that of the wild-type, demonstrating that the PSII core can be exchanged between algae species and retain function. The strains, synthetic cassettes, and refactoring strategy developed for this study demonstrate the potential of synthetic biology approaches for tailoring oxygenic photosynthesis and provide a powerful tool for unraveling PSII structure-function relationships.
Collapse
Affiliation(s)
- Javier A. Gimpel
- California Center for Algae
Biotechnology Division of Biological Sciences, University of California, San Diego, 9500 Gilman Drive, La Jolla, California 92093-0368, United States
| | - Hussam H. Nour-Eldin
- California Center for Algae
Biotechnology Division of Biological Sciences, University of California, San Diego, 9500 Gilman Drive, La Jolla, California 92093-0368, United States
| | - Melissa A. Scranton
- California Center for Algae
Biotechnology Division of Biological Sciences, University of California, San Diego, 9500 Gilman Drive, La Jolla, California 92093-0368, United States
| | - Daphne Li
- California Center for Algae
Biotechnology Division of Biological Sciences, University of California, San Diego, 9500 Gilman Drive, La Jolla, California 92093-0368, United States
| | - Stephen P. Mayfield
- California Center for Algae
Biotechnology Division of Biological Sciences, University of California, San Diego, 9500 Gilman Drive, La Jolla, California 92093-0368, United States
| |
Collapse
|
9
|
Towards the systematic mapping and engineering of the protein prenylation machinery in Saccharomyces cerevisiae. PLoS One 2015; 10:e0120716. [PMID: 25768003 PMCID: PMC4358939 DOI: 10.1371/journal.pone.0120716] [Citation(s) in RCA: 20] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/04/2014] [Accepted: 01/26/2015] [Indexed: 11/19/2022] Open
Abstract
Protein prenylation is a widespread and highly conserved eukaryotic post-translational modification that endows proteins with the ability to reversibly attach to intracellular membranes. The dynamic interaction of prenylated proteins with intracellular membranes is essential for their signalling functions and is frequently deregulated in disease processes such as cancer. As a result, protein prenylation has been pharmacologically targeted by numerous drug discovery programs, albeit with limited success. To a large extent, this can be attributed to an insufficient understanding of the interplay of different protein prenyltransferases and the combinatorial diversity of the prenylatable sequence space. Here, we report a high-throughput, growth-based genetic selection assay in Saccharomyces cerevisiae based on the Ras Recruitment System which, for the first time, has allowed us to create a comprehensive map of prenylatable protein sequences in S. cerevisiae. We demonstrate that potential prenylatable space is sparsely (6.2%) occupied leaving room for creation of synthetic orthogonal prenylatable sequences. To experimentally demonstrate that, we used the developed platform to engineer mutant farnesyltransferases that efficiently prenylate substrate motives that are not recognised by endogenous protein prenyltransferases. These uncoupled mutants can now be used as starting points for the systematic engineering of the eukaryotic protein prenylation machinery.
Collapse
|
10
|
Currin A, Swainston N, Day PJ, Kell DB. Synthetic biology for the directed evolution of protein biocatalysts: navigating sequence space intelligently. Chem Soc Rev 2015; 44:1172-239. [PMID: 25503938 PMCID: PMC4349129 DOI: 10.1039/c4cs00351a] [Citation(s) in RCA: 258] [Impact Index Per Article: 25.8] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/20/2014] [Indexed: 12/21/2022]
Abstract
The amino acid sequence of a protein affects both its structure and its function. Thus, the ability to modify the sequence, and hence the structure and activity, of individual proteins in a systematic way, opens up many opportunities, both scientifically and (as we focus on here) for exploitation in biocatalysis. Modern methods of synthetic biology, whereby increasingly large sequences of DNA can be synthesised de novo, allow an unprecedented ability to engineer proteins with novel functions. However, the number of possible proteins is far too large to test individually, so we need means for navigating the 'search space' of possible protein sequences efficiently and reliably in order to find desirable activities and other properties. Enzymologists distinguish binding (Kd) and catalytic (kcat) steps. In a similar way, judicious strategies have blended design (for binding, specificity and active site modelling) with the more empirical methods of classical directed evolution (DE) for improving kcat (where natural evolution rarely seeks the highest values), especially with regard to residues distant from the active site and where the functional linkages underpinning enzyme dynamics are both unknown and hard to predict. Epistasis (where the 'best' amino acid at one site depends on that or those at others) is a notable feature of directed evolution. The aim of this review is to highlight some of the approaches that are being developed to allow us to use directed evolution to improve enzyme properties, often dramatically. We note that directed evolution differs in a number of ways from natural evolution, including in particular the available mechanisms and the likely selection pressures. Thus, we stress the opportunities afforded by techniques that enable one to map sequence to (structure and) activity in silico, as an effective means of modelling and exploring protein landscapes. Because known landscapes may be assessed and reasoned about as a whole, simultaneously, this offers opportunities for protein improvement not readily available to natural evolution on rapid timescales. Intelligent landscape navigation, informed by sequence-activity relationships and coupled to the emerging methods of synthetic biology, offers scope for the development of novel biocatalysts that are both highly active and robust.
Collapse
Affiliation(s)
- Andrew Currin
- Manchester Institute of Biotechnology , The University of Manchester , 131, Princess St , Manchester M1 7DN , UK . ; http://dbkgroup.org/; @dbkell ; Tel: +44 (0)161 306 4492
- School of Chemistry , The University of Manchester , Manchester M13 9PL , UK
- Centre for Synthetic Biology of Fine and Speciality Chemicals (SYNBIOCHEM) , The University of Manchester , 131, Princess St , Manchester M1 7DN , UK
| | - Neil Swainston
- Manchester Institute of Biotechnology , The University of Manchester , 131, Princess St , Manchester M1 7DN , UK . ; http://dbkgroup.org/; @dbkell ; Tel: +44 (0)161 306 4492
- Centre for Synthetic Biology of Fine and Speciality Chemicals (SYNBIOCHEM) , The University of Manchester , 131, Princess St , Manchester M1 7DN , UK
- School of Computer Science , The University of Manchester , Manchester M13 9PL , UK
| | - Philip J. Day
- Manchester Institute of Biotechnology , The University of Manchester , 131, Princess St , Manchester M1 7DN , UK . ; http://dbkgroup.org/; @dbkell ; Tel: +44 (0)161 306 4492
- Centre for Synthetic Biology of Fine and Speciality Chemicals (SYNBIOCHEM) , The University of Manchester , 131, Princess St , Manchester M1 7DN , UK
- Faculty of Medical and Human Sciences , The University of Manchester , Manchester M13 9PT , UK
| | - Douglas B. Kell
- Manchester Institute of Biotechnology , The University of Manchester , 131, Princess St , Manchester M1 7DN , UK . ; http://dbkgroup.org/; @dbkell ; Tel: +44 (0)161 306 4492
- School of Chemistry , The University of Manchester , Manchester M13 9PL , UK
- Centre for Synthetic Biology of Fine and Speciality Chemicals (SYNBIOCHEM) , The University of Manchester , 131, Princess St , Manchester M1 7DN , UK
| |
Collapse
|
11
|
Villiers B, Hollfelder F. USER friendly DNA recombination (USERec): gene library construction requiring minimal sequence homology. Methods Mol Biol 2014; 1179:213-24. [PMID: 25055781 DOI: 10.1007/978-1-4939-1053-3_15] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 06/03/2023]
Abstract
USER friendly DNA recombination (USERec) is based on near homology-independent recombination of DNA fragments (~40-400 bp) that are efficiently reassembled into full-length genes, proven for up to ten fragments. USERec requires a minimal crossover sequence (a 5'-AN(4-8)T-3' motif) of the fragments that can be implemented wherever structural or functional comparisons suggest a fragment boundary. The greatly reduced sequence constraints of this method facilitate directional assembly of gene fragments for applications such as exon or domain shuffling, loop grafting, reassembly of natural modular biosynthetic assembly lines, and rearrangement of structurally (but not sequence) homologous proteins.
Collapse
Affiliation(s)
- Benoit Villiers
- Department of Biochemistry, University of Cambridge, 80 Tennis Court Road, Cambridge, CB2 1GA, UK
| | | |
Collapse
|
12
|
Zou R, Zhou K, Stephanopoulos G, Too HP. Combinatorial engineering of 1-deoxy-D-xylulose 5-phosphate pathway using cross-lapping in vitro assembly (CLIVA) method. PLoS One 2013; 8:e79557. [PMID: 24223968 PMCID: PMC3818232 DOI: 10.1371/journal.pone.0079557] [Citation(s) in RCA: 53] [Impact Index Per Article: 4.4] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/18/2013] [Accepted: 10/02/2013] [Indexed: 11/18/2022] Open
Abstract
The ability to assemble multiple fragments of DNA into a plasmid in a single step is invaluable to studies in metabolic engineering and synthetic biology. Using phosphorothioate chemistry for high efficiency and site specific cleavage of sequences, a novel ligase independent cloning method (cross-lapping in vitro assembly, CLIVA) was systematically and rationally optimized in E. coli. A series of 16 constructs combinatorially expressing genes encoding enzymes in the 1-deoxy-D-xylulose 5-phosphate (DXP) pathway were assembled using multiple DNA modules. A plasmid (21.6 kb) containing 16 pathway genes, was successfully assembled from 7 modules with high efficiency (2.0 x 10(3) cfu/ µg input DNA) within 2 days. Overexpressions of these constructs revealed the unanticipated inhibitory effects of certain combinations of genes on the production of amorphadiene. Interestingly, the inhibitory effects were correlated to the increase in the accumulation of intracellular methylerythritol cyclodiphosphate (MEC), an intermediate metabolite in the DXP pathway. The overexpression of the iron sulfur cluster operon was found to modestly increase the production of amorphadiene. This study demonstrated the utility of CLIVA in the assembly of multiple fragments of DNA into a plasmid which enabled the rapid exploration of biological pathways.
Collapse
Affiliation(s)
- Ruiyang Zou
- Chemical and Pharmaceutical Engineering, Singapore-MIT Alliance, Singapore, Singapore
| | - Kang Zhou
- Chemical and Pharmaceutical Engineering, Singapore-MIT Alliance, Singapore, Singapore
| | - Gregory Stephanopoulos
- Chemical and Pharmaceutical Engineering, Singapore-MIT Alliance, Singapore, Singapore
- Department of Chemical Engineering, Massachusetts Institute of Technology, Cambridge, Massachusetts, United States of America
| | - Heng Phon Too
- Chemical and Pharmaceutical Engineering, Singapore-MIT Alliance, Singapore, Singapore
- Department of Biochemistry, National University of Singapore, Singapore, Singapore
- * E-mail:
| |
Collapse
|
13
|
Tee KL, Wong TS. Polishing the craft of genetic diversity creation in directed evolution. Biotechnol Adv 2013; 31:1707-21. [PMID: 24012599 DOI: 10.1016/j.biotechadv.2013.08.021] [Citation(s) in RCA: 62] [Impact Index Per Article: 5.2] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/28/2013] [Revised: 08/31/2013] [Accepted: 08/31/2013] [Indexed: 12/25/2022]
Abstract
Genetic diversity creation is a core technology in directed evolution where a high quality mutant library is crucial to its success. Owing to its importance, the technology in genetic diversity creation has seen rapid development over the years and its application has diversified into other fields of scientific research. The advances in molecular cloning and mutagenesis since 2008 were reviewed. Specifically, new cloning techniques were classified based on their principles of complementary overhangs, homologous sequences, overlapping PCR and megaprimers and the advantages, drawbacks and performances of these methods were highlighted. New mutagenesis methods developed for random mutagenesis, focused mutagenesis and DNA recombination were surveyed. The technical requirements of these methods and the mutational spectra were compared and discussed with references to commonly used techniques. The trends of mutant library preparation were summarised. Challenges in genetic diversity creation were discussed with emphases on creating "smart" libraries, controlling the mutagenesis spectrum and specific challenges in each group of mutagenesis methods. An outline of the wider applications of genetic diversity creation includes genome engineering, viral evolution, metagenomics and a study of protein functions. The review ends with an outlook for genetic diversity creation and the prospective developments that can have future impact in this field.
Collapse
Affiliation(s)
- Kang Lan Tee
- Manchester Institute of Biotechnology, University of Manchester, 131 Princess Street, Manchester M1 7DN, England, United Kingdom
| | | |
Collapse
|
14
|
Ruff AJ, Dennig A, Schwaneberg U. To get what we aim for - progress in diversity generation methods. FEBS J 2013; 280:2961-78. [DOI: 10.1111/febs.12325] [Citation(s) in RCA: 56] [Impact Index Per Article: 4.7] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/19/2013] [Revised: 04/23/2013] [Accepted: 04/25/2013] [Indexed: 01/06/2023]
Affiliation(s)
- Anna J. Ruff
- Lehrstuhl für Biotechnologie; RWTH Aachen University; Germany
| | | | | |
Collapse
|
15
|
Protein Engineering as an Enabling Tool for Synthetic Biology. Synth Biol (Oxf) 2013. [DOI: 10.1016/b978-0-12-394430-6.00002-9] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] Open
|
16
|
Eckert-Boulet N, Pedersen ML, Krogh BO, Lisby M. Optimization of ordered plasmid assembly by gap repair in Saccharomyces cerevisiae. Yeast 2012; 29:323-34. [DOI: 10.1002/yea.2912] [Citation(s) in RCA: 33] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/10/2012] [Revised: 06/18/2012] [Accepted: 06/18/2012] [Indexed: 11/06/2022] Open
Affiliation(s)
- Nadine Eckert-Boulet
- Department of Biology; University of Copenhagen; Ole Maaloees Vej 5; DK-2200; Copenhagen N; Denmark
| | | | - Berit Olsen Krogh
- Department of Mammalian Cell Technology, Biopharmaceutical Research Unit; Novo Nordisk A/S; Novo Nordisk Park; DK-2760; Måløv; Denmark
| | - Michael Lisby
- Department of Biology; University of Copenhagen; Ole Maaloees Vej 5; DK-2200; Copenhagen N; Denmark
| |
Collapse
|
17
|
Marienhagen J, Dennig A, Schwaneberg U. Phosphorothioate-based DNA recombination: an enzyme-free method for the combinatorial assembly of multiple DNA fragments. Biotechniques 2012; 52:000113865. [DOI: 10.2144/000113865] [Citation(s) in RCA: 20] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/12/2011] [Accepted: 04/09/2012] [Indexed: 11/23/2022] Open
Abstract
Rational guided generation of protein chimeras has developed into an attractive approach in protein engineering for tailoring catalytic and biophysical properties of enzymes. Combinatorial recombination of structural elements or whole protein domains is still technically challenging due to sequence dependent biases diminishing the overall quality of resulting chimeric libraries. Since methods for generating such libraries are often limited by a low frequency of crossover points and suffer from challenges in handling, we developed the phosphorothioate-based DNA recombination method (PTRec). PTRec is an enzyme-free method and only requires a short stretch of four amino acids that is identical among the proteins to be recombined in order to define a single crossover point. In a PTRec-generated chimeric library that shuffled five domains of phytase using genes from three different species, 88% of 42 randomly picked and sequenced genes were efficiently recombined. Furthermore, PTRec is a technically simple, fast, and reliable method that can be used for domain-and exon-shuffling or recombination of DNA fragments in general.
Collapse
Affiliation(s)
- Jan Marienhagen
- Department of Biotechnology, RWTH Aachen University, Aachen, Germany
| | - Alexander Dennig
- Department of Biotechnology, RWTH Aachen University, Aachen, Germany
| | | |
Collapse
|
18
|
Annaluru N, Muller H, Ramalingam S, Kandavelou K, London V, Richardson SM, Dymond JS, Cooper EM, Bader JS, Boeke JD, Chandrasegaran S. Assembling DNA fragments by USER fusion. Methods Mol Biol 2012; 852:77-95. [PMID: 22328427 DOI: 10.1007/978-1-61779-564-0_7] [Citation(s) in RCA: 14] [Impact Index Per Article: 1.1] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/20/2023]
Abstract
Recent advances in DNA synthesis technology make it possible to design and synthesize DNA fragments of several kb in size. However, the process of assembling the smaller DNA fragments into a larger DNA segment is still a cumbersome process. In this chapter, we describe the use of the uracil specific excision reaction (USER)-mediated approach for rapid and efficient assembly of multiple DNA fragments both in vitro and in vivo (using Escherichia coli). For USER fusion in vitro assembly, each of the individual building blocks (BBs), 0.75 kb in size (that are to be assembled), was amplified using the appropriate forward and reverse primers containing a single uracil (U) and DNA polymerase. The overlaps between adjoining BBs were 8-13 base pairs. An equimolar of the amplified BBs were mixed together and treated by USER enzymes to generate complementary 3' single-strand overhangs between adjoining BBs, which were then ligated and amplified simultaneously to generate the larger 3-kb segments. The assembled fragments were then cloned into plasmid vectors and sequenced to confirm their identity. For USER fusion in vivo assembly in E. coli, USER treatment of the BBs was performed in the presence of a synthetic plasmid, which had 8-13 base pair overlaps at the 5'-end of the 5' BB and at the 3'-end of the 3' BB in the mixture. The USER treated product was then transformed directly into E. coli to efficiently and correctly reconstitute the recombinant plasmid containing the desired target insert. The latter approach was also used to rapidly assemble three different target genes into a vector to form a new synthetic plasmid construct.
Collapse
Affiliation(s)
- Narayana Annaluru
- Pondicherry Biotech Private Limited, IT Park, Pondy Technopolis, Pillaichavady, Puducherry, India
| | | | | | | | | | | | | | | | | | | | | |
Collapse
|
19
|
Strategy and success for the directed evolution of enzymes. Curr Opin Struct Biol 2011; 21:473-80. [DOI: 10.1016/j.sbi.2011.05.003] [Citation(s) in RCA: 139] [Impact Index Per Article: 9.9] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/20/2011] [Accepted: 05/25/2011] [Indexed: 11/20/2022]
|
20
|
Olsen LR, Hansen NB, Bonde MT, Genee HJ, Holm DK, Carlsen S, Hansen BG, Patil KR, Mortensen UH, Wernersson R. PHUSER (Primer Help for USER): a novel tool for USER fusion primer design. Nucleic Acids Res 2011; 39:W61-7. [PMID: 21622660 PMCID: PMC3125786 DOI: 10.1093/nar/gkr394] [Citation(s) in RCA: 14] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/12/2022] Open
Abstract
Uracil-Specific Exision Reagent (USER) fusion is a recently developed technique that allows for assembly of multiple DNA fragments in a few simple steps. However, designing primers for USER fusion is both tedious and time consuming. Here, we present the Primer Help for USER (PHUSER) software, a novel tool for designing primers specifically for USER fusion and USER cloning applications. We also present proof-of-concept experimental validation of its functionality. PHUSER offers quick and easy design of PCR optimized primers ensuring directionally correct fusion of fragments into a plasmid containing a customizable USER cassette. Designing primers using PHUSER ensures that the primers have similar annealing temperature (T(m)), which is essential for efficient PCR. PHUSER also avoids identical overhangs, thereby ensuring correct order of assembly of DNA fragments. All possible primers are individually analysed in terms of GC content, presence of GC clamp at 3'-end, the risk of primer dimer formation, the risk of intra-primer complementarity (secondary structures) and the presence of polyN stretches. Furthermore, PHUSER offers the option to insert linkers between DNA fragments, as well as highly flexible cassette options. PHUSER is publicly available at http://www.cbs.dtu.dk/services/phuser/.
Collapse
Affiliation(s)
- Lars Rønn Olsen
- Center for Biological Sequence Analysis, Department of Systems Biology, Technical University of Denmark, Building 208, DK-2800 Lyngby, Denmark.
| | | | | | | | | | | | | | | | | | | |
Collapse
|
21
|
Sleight SC, Bartley BA, Lieviant JA, Sauro HM. In-Fusion BioBrick assembly and re-engineering. Nucleic Acids Res 2010; 38:2624-36. [PMID: 20385581 PMCID: PMC2860134 DOI: 10.1093/nar/gkq179] [Citation(s) in RCA: 115] [Impact Index Per Article: 7.7] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/30/2009] [Revised: 03/01/2010] [Accepted: 03/02/2010] [Indexed: 12/11/2022] Open
Abstract
Genetic circuits can be assembled from standardized biological parts called BioBricks. Examples of BioBricks include promoters, ribosome-binding sites, coding sequences and transcriptional terminators. Standard BioBrick assembly normally involves restriction enzyme digestion and ligation of two BioBricks at a time. The method described here is an alternative assembly strategy that allows for two or more PCR-amplified BioBricks to be quickly assembled and re-engineered using the Clontech In-Fusion PCR Cloning Kit. This method allows for a large number of parallel assemblies to be performed and is a flexible way to mix and match BioBricks. In-Fusion assembly can be semi-standardized by the use of simple primer design rules that minimize the time involved in planning assembly reactions. We describe the success rate and mutation rate of In-Fusion assembled genetic circuits using various homology and primer lengths. We also demonstrate the success and flexibility of this method with six specific examples of BioBrick assembly and re-engineering. These examples include assembly of two basic parts, part swapping, a deletion, an insertion, and three-way In-Fusion assemblies.
Collapse
Affiliation(s)
- Sean C Sleight
- Department of Bioengineering, University of Washington, Seattle, WA 98195, USA.
| | | | | | | |
Collapse
|