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Majekodunmi T, Britton D, Montclare JK. Engineered Proteins and Materials Utilizing Residue-Specific Noncanonical Amino Acid Incorporation. Chem Rev 2024; 124:9113-9135. [PMID: 39008623 PMCID: PMC11327963 DOI: 10.1021/acs.chemrev.3c00855] [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: 07/17/2024]
Abstract
The incorporation of noncanonical amino acids into proteins and protein-based materials has significantly expanded the repertoire of available protein structures and chemistries. Through residue-specific incorporation, protein properties can be globally modified, resulting in the creation of novel proteins and materials with diverse and tailored characteristics. In this review, we highlight recent advancements in residue-specific incorporation techniques as well as the applications of the engineered proteins and materials. Specifically, we discuss their utility in bio-orthogonal noncanonical amino acid tagging (BONCAT), fluorescent noncanonical amino acid tagging (FUNCAT), threonine-derived noncanonical amino acid tagging (THRONCAT), cross-linking, fluorination, and enzyme engineering. This review underscores the importance of noncanonical amino acid incorporation as a tool for the development of tailored protein properties to meet diverse research and industrial needs.
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Affiliation(s)
- Temiloluwa Majekodunmi
- Department of Chemical and Biomolecular Engineering, New York University Tandon School of Engineering, Brooklyn, New York 11201, United States
| | - Dustin Britton
- Department of Chemical and Biomolecular Engineering, New York University Tandon School of Engineering, Brooklyn, New York 11201, United States
| | - Jin Kim Montclare
- Department of Chemical and Biomolecular Engineering, New York University Tandon School of Engineering, Brooklyn, New York 11201, United States
- Department of Biomedical Engineering, New York University Tandon School of Engineering, Brooklyn, New York 11201, United States
- Bernard and Irene Schwartz Center for Biomedical Imaging, Department of Radiology, New York University School of Medicine, New York, New York 10016, United States
- Department of Chemistry, New York University, New York, New York 10012, United States
- Department of Biomaterials, New York University College of Dentistry, New York, New York 10010, United States
- Department of Radiology, New York University Langone Health, New York, New York 10016, United States
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2
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Kubyshkin V, Rubini M. Proline Analogues. Chem Rev 2024; 124:8130-8232. [PMID: 38941181 DOI: 10.1021/acs.chemrev.4c00007] [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: 06/30/2024]
Abstract
Within the canonical repertoire of the amino acid involved in protein biogenesis, proline plays a unique role as an amino acid presenting a modified backbone rather than a side-chain. Chemical structures that mimic proline but introduce changes into its specific molecular features are defined as proline analogues. This review article summarizes the existing chemical, physicochemical, and biochemical knowledge about this peculiar family of structures. We group proline analogues from the following compounds: substituted prolines, unsaturated and fused structures, ring size homologues, heterocyclic, e.g., pseudoproline, and bridged proline-resembling structures. We overview (1) the occurrence of proline analogues in nature and their chemical synthesis, (2) physicochemical properties including ring conformation and cis/trans amide isomerization, (3) use in commercial drugs such as nirmatrelvir recently approved against COVID-19, (4) peptide and protein synthesis involving proline analogues, (5) specific opportunities created in peptide engineering, and (6) cases of protein engineering with the analogues. The review aims to provide a summary to anyone interested in using proline analogues in systems ranging from specific biochemical setups to complex biological systems.
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Affiliation(s)
| | - Marina Rubini
- School of Chemistry, University College Dublin, Belfield, Dublin 4, Ireland
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3
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Enninful GN, Kuppusamy R, Tiburu EK, Kumar N, Willcox MDP. Non-canonical amino acid bioincorporation into antimicrobial peptides and its challenges. J Pept Sci 2024; 30:e3560. [PMID: 38262069 DOI: 10.1002/psc.3560] [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: 06/06/2023] [Revised: 10/01/2023] [Accepted: 11/14/2023] [Indexed: 01/25/2024]
Abstract
The rise of antimicrobial resistance and multi-drug resistant pathogens has necessitated explorations for novel antibiotic agents as the discovery of conventional antibiotics is becoming economically less viable and technically more challenging for biopharma. Antimicrobial peptides (AMPs) have emerged as a promising alternative because of their particular mode of action, broad spectrum and difficulty that microbes have in becoming resistant to them. The AMPs bacitracin, gramicidin, polymyxins and daptomycin are currently used clinically. However, their susceptibility to proteolytic degradation, toxicity profile, and complexities in large-scale manufacture have hindered their development. To improve their proteolytic stability, methods such as integrating non-canonical amino acids (ncAAs) into their peptide sequence have been adopted, which also improves their potency and spectrum of action. The benefits of ncAA incorporation have been made possible by solid-phase peptide synthesis. However, this method is not always suitable for commercial production of AMPs because of poor yield, scale-up difficulties, and its non-'green' nature. Bioincorporation of ncAA as a method of integration is an emerging field geared towards tackling the challenges of solid-phase synthesis as a green, cheaper, and scalable alternative for commercialisation of AMPs. This review focusses on the bioincorporation of ncAAs; some challenges associated with the methods are outlined, and notes are given on how to overcome these challenges. The review focusses particularly on addressing two key challenges: AMP cytotoxicity towards microbial cell factories and the uptake of ncAAs that are unfavourable to them. Overcoming these challenges will draw us closer to a greater yield and an environmentally friendly and sustainable approach to make AMPs more druggable.
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Affiliation(s)
| | - Rajesh Kuppusamy
- University of New South Wales, Kensington, New South Wales, Australia
| | | | - Naresh Kumar
- University of New South Wales, Kensington, New South Wales, Australia
| | - Mark D P Willcox
- University of New South Wales, Kensington, New South Wales, Australia
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4
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Neale Q, Prefontaine A, Battellino T, Mizero B, Yeung D, Spicer V, Budisa N, Perreault H, Zahedi RP, Krokhin OV. Compendium of Chromatographic Behavior of Post-translationally and Chemically Modified Peptides in Bottom-Up Proteomic Experiments. Anal Chem 2023; 95:14634-14642. [PMID: 37739932 DOI: 10.1021/acs.analchem.3c02412] [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: 09/24/2023]
Abstract
We have systematically evaluated the chromatographic behavior of post-translationally/chemically modified peptides using data spanning over 70 of the most relevant modifications. These retention properties were measured for standard bottom-up proteomic settings (fully porous C18 separation media, 0.1% formic acid as ion-pairing modifier) using collections of modified/nonmodified peptide pairs. These pairs were generated by spontaneous degradation, chemical or enzymatic treatment, analysis of synthetic peptides, or the cotranslational incorporation of noncanonical proline analogues. In addition, these measurements were validated using external data acquired for synthetic peptides and enzymatically induced citrullination. Working in units of hydrophobicity index (HI, % ACN) and evaluating the average retention shifts (ΔHI) represent the simplest approach to describe the effect of modifications from a didactic point of view. Plotting HI values for modified (y-axis) vs nonmodified (x-axis) counterparts generates unique slope and intercept values for each modification defined by the chemistry of the modifying moiety: its hydrophobicity, size, pKa of ionizable groups, and position of the altered residue. These composition-dependent correlations can be used for coarse incorporation of PTMs into models for prediction of peptide retention. More accurate predictions would require the development of specific sequence-dependent algorithms to predict ΔHI values.
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Affiliation(s)
- Quinn Neale
- Department of Chemistry, University of Manitoba, 360 Parker Building, Winnipeg R3T 2N2, Manitoba, Canada
| | - Alexandre Prefontaine
- Department of Chemistry, University of Manitoba, 360 Parker Building, Winnipeg R3T 2N2, Manitoba, Canada
| | - Taylor Battellino
- Department of Chemistry, University of Manitoba, 360 Parker Building, Winnipeg R3T 2N2, Manitoba, Canada
| | - Benilde Mizero
- Department of Chemistry, University of Manitoba, 360 Parker Building, Winnipeg R3T 2N2, Manitoba, Canada
| | - Darien Yeung
- Department of Biochemistry and Medical Genetics, University of Manitoba, 336 Basic Medical Sciences Building, 745 Bannatyne Avenue, Winnipeg R3E 0J9, Manitoba, Canada
| | - Victor Spicer
- Manitoba Centre for Proteomics and Systems Biology, University of Manitoba, 799 JBRC, 715 McDermot Avenue, Winnipeg R3E 3P4, Manitoba, Canada
| | - Nediljko Budisa
- Department of Chemistry, University of Manitoba, 360 Parker Building, Winnipeg R3T 2N2, Manitoba, Canada
| | - Helene Perreault
- Department of Chemistry, University of Manitoba, 360 Parker Building, Winnipeg R3T 2N2, Manitoba, Canada
| | - Rene P Zahedi
- Department of Biochemistry and Medical Genetics, University of Manitoba, 336 Basic Medical Sciences Building, 745 Bannatyne Avenue, Winnipeg R3E 0J9, Manitoba, Canada
- Manitoba Centre for Proteomics and Systems Biology, University of Manitoba, 799 JBRC, 715 McDermot Avenue, Winnipeg R3E 3P4, Manitoba, Canada
- Department of Internal Medicine, University of Manitoba, 799 JBRC, 715 McDermot Avenue, Winnipeg R3E 3P4, Manitoba, Canada
- CancerCare Manitoba Research Institute, 675 McDermot Avenue, Winnipeg R3E 0 V9, Manitoba, Canada
| | - Oleg V Krokhin
- Department of Biochemistry and Medical Genetics, University of Manitoba, 336 Basic Medical Sciences Building, 745 Bannatyne Avenue, Winnipeg R3E 0J9, Manitoba, Canada
- Manitoba Centre for Proteomics and Systems Biology, University of Manitoba, 799 JBRC, 715 McDermot Avenue, Winnipeg R3E 3P4, Manitoba, Canada
- Department of Internal Medicine, University of Manitoba, 799 JBRC, 715 McDermot Avenue, Winnipeg R3E 3P4, Manitoba, Canada
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5
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Du Y, Li L, Zheng Y, Liu J, Gong J, Qiu Z, Li Y, Qiao J, Huo YX. Incorporation of Non-Canonical Amino Acids into Antimicrobial Peptides: Advances, Challenges, and Perspectives. Appl Environ Microbiol 2022; 88:e0161722. [PMID: 36416555 PMCID: PMC9746297 DOI: 10.1128/aem.01617-22] [Citation(s) in RCA: 9] [Impact Index Per Article: 4.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/24/2022] Open
Abstract
The emergence of antimicrobial resistance is a global health concern and calls for the development of novel antibiotic agents. Antimicrobial peptides seem to be promising candidates due to their diverse sources, mechanisms of action, and physicochemical characteristics, as well as the relatively low emergence of resistance. The incorporation of noncanonical amino acids into antimicrobial peptides could effectively improve their physicochemical and pharmacological diversity. Recently, various antimicrobial peptides variants with improved or novel properties have been produced by the incorporation of single and multiple distinct noncanonical amino acids. In this review, we summarize strategies for the incorporation of noncanonical amino acids into antimicrobial peptides, as well as their features and suitabilities. Recent applications of noncanonical amino acid incorporation into antimicrobial peptides are also presented. Finally, we discuss the related challenges and prospects.
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Affiliation(s)
- Yuhui Du
- Key Laboratory of Molecular Medicine and Biotherapy, School of Life Science, Beijing Institute of Technology, Beijing, China
- MOE International Joint Research Laboratory on Synthetic Biology and Medicines, School of Biology and Biological Engineering, South China University of Technology, Guangzhou, China
| | - Li Li
- School of Chemical Engineering, Sichuan University (SCU), Chengdu, China
| | - Yue Zheng
- Key Laboratory of Systems Bioengineering (Ministry of Education), Tianjin University, Tianjin, China
| | - Jiaheng Liu
- School of Chemical Engineering, Sichuan University (SCU), Chengdu, China
| | - Julia Gong
- Marymount High School, Los Angeles, California, USA
| | - Zekai Qiu
- Key Laboratory of Systems Bioengineering (Ministry of Education), Tianjin University, Tianjin, China
| | - Yanni Li
- Key Laboratory of Systems Bioengineering (Ministry of Education), Tianjin University, Tianjin, China
| | - Jianjun Qiao
- Key Laboratory of Systems Bioengineering (Ministry of Education), Tianjin University, Tianjin, China
| | - Yi-Xin Huo
- Key Laboratory of Molecular Medicine and Biotherapy, School of Life Science, Beijing Institute of Technology, Beijing, China
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6
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Koch NG, Baumann T, Nickling JH, Dziegielewski A, Budisa N. Engineered bacterial host for genetic encoding of physiologically stable protein nitration. Front Mol Biosci 2022; 9:992748. [PMID: 36353730 PMCID: PMC9638147 DOI: 10.3389/fmolb.2022.992748] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/13/2022] [Accepted: 09/16/2022] [Indexed: 11/23/2022] Open
Abstract
Across scales, many biological phenomena, such as protein folding or bioadhesion and cohesion, rely on synergistic effects of different amino acid side chains at multiple positions in the protein sequence. These are often fine-tuned by post-translational modifications that introduce additional chemical properties. Several PTMs can now be genetically encoded and precisely installed at single and multiple sites by genetic code expansion. Protein nitration is a PTM of particular interest because it has been associated with several diseases. However, even when these nitro groups are directly incorporated into proteins, they are often physiologically reduced during or shortly after protein production. We have solved this problem by using an engineered Escherichia coli host strain. Six genes that are associated with nitroreductase activity were removed from the genome in a simple and robust manner. The result is a bacterial expression host that can stably produce proteins and peptides containing nitro groups, especially when these are amenable to modification. To demonstrate the applicability of this strain, we used this host for several applications. One of these was the multisite incorporation of a photocaged 3,4-dihydroxyphenylalanine derivative into Elastin-Like Polypeptides. For this non-canonical amino acid and several other photocaged ncAAs, the nitro group is critical for photocleavability. Accordingly, our approach also enhances the production of biomolecules containing photocaged tyrosine in the form of ortho-nitrobenzyl-tyrosine. We envision our engineered host as an efficient tool for the production of custom designed proteins, peptides or biomaterials for various applications ranging from research in cell biology to large-scale production in biotechnology.
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Affiliation(s)
- Nikolaj G. Koch
- Bioanalytics Group, Institute of Biotechnology, Technische Universität Berlin, Berlin, Germany
- Biocatalysis Group, Institute of Chemistry, Technische Universität Berlin, Berlin, Germany
| | - Tobias Baumann
- Biocatalysis Group, Institute of Chemistry, Technische Universität Berlin, Berlin, Germany
| | - Jessica H. Nickling
- Biocatalysis Group, Institute of Chemistry, Technische Universität Berlin, Berlin, Germany
| | - Anna Dziegielewski
- Biocatalysis Group, Institute of Chemistry, Technische Universität Berlin, Berlin, Germany
| | - Nediljko Budisa
- Biocatalysis Group, Institute of Chemistry, Technische Universität Berlin, Berlin, Germany
- Chemical Synthetic Biology Group, Department of Chemistry, University of Manitoba, Winnipeg, MB, Canada
- *Correspondence: Nediljko Budisa,
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Zheng Y, Du Y, Qiu Z, Liu Z, Qiao J, Li Y, Caiyin Q. Nisin Variants Generated by Protein Engineering and Their Properties. Bioengineering (Basel) 2022; 9:bioengineering9060251. [PMID: 35735494 PMCID: PMC9219921 DOI: 10.3390/bioengineering9060251] [Citation(s) in RCA: 9] [Impact Index Per Article: 4.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/08/2022] [Revised: 05/28/2022] [Accepted: 06/08/2022] [Indexed: 02/07/2023] Open
Abstract
Nisin, a typical lantibiotic, has robust antimicrobial activity combined with limited cytotoxicity, and the development of resistance to it is slow. These properties make nisin a promising antimicrobial agent to control pathogenic microorganisms in dairy foods. However, its low solubility, poor stability and short half-life at neutral pH limit its application within the dairy industry. Protein engineering technology has revealed the potential of modifying nisin to improve its properties, and many valuable variants have emerged. This review summarizes progress in the generation of nisin variants for the dairy industry and for other purposes. These nisin variants with additional modification have improved properties and can even expand the inhibition spectrum range of nisin. Nisin, as the most thoroughly studied lantibiotic, and its variants can also guide the modification of other lantibiotics.
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Affiliation(s)
- Yue Zheng
- School of Chemical Engineering and Technology, Tianjin University, Tianjin 300072, China; (Y.Z.); (Z.Q.); (Z.L.); (J.Q.); (Y.L.)
- Collaborative Innovation Center of Chemical Science and Engineering, Tianjin 300072, China
- Key Laboratory of Systems Bioengineering, Ministry of Education, Tianjin 300072, China
| | - Yuhui Du
- MOE International Joint Research Laboratory on Synthetic Biology and Medicines, School of Biology and Biological Engineering, South China University of Technology, Guangzhou 510006, China;
| | - Zekai Qiu
- School of Chemical Engineering and Technology, Tianjin University, Tianjin 300072, China; (Y.Z.); (Z.Q.); (Z.L.); (J.Q.); (Y.L.)
- Collaborative Innovation Center of Chemical Science and Engineering, Tianjin 300072, China
- Key Laboratory of Systems Bioengineering, Ministry of Education, Tianjin 300072, China
| | - Ziming Liu
- School of Chemical Engineering and Technology, Tianjin University, Tianjin 300072, China; (Y.Z.); (Z.Q.); (Z.L.); (J.Q.); (Y.L.)
- Collaborative Innovation Center of Chemical Science and Engineering, Tianjin 300072, China
- Key Laboratory of Systems Bioengineering, Ministry of Education, Tianjin 300072, China
| | - Jianjun Qiao
- School of Chemical Engineering and Technology, Tianjin University, Tianjin 300072, China; (Y.Z.); (Z.Q.); (Z.L.); (J.Q.); (Y.L.)
- Collaborative Innovation Center of Chemical Science and Engineering, Tianjin 300072, China
- Key Laboratory of Systems Bioengineering, Ministry of Education, Tianjin 300072, China
| | - Yanni Li
- School of Chemical Engineering and Technology, Tianjin University, Tianjin 300072, China; (Y.Z.); (Z.Q.); (Z.L.); (J.Q.); (Y.L.)
- Collaborative Innovation Center of Chemical Science and Engineering, Tianjin 300072, China
- Key Laboratory of Systems Bioengineering, Ministry of Education, Tianjin 300072, China
| | - Qinggele Caiyin
- School of Chemical Engineering and Technology, Tianjin University, Tianjin 300072, China; (Y.Z.); (Z.Q.); (Z.L.); (J.Q.); (Y.L.)
- Collaborative Innovation Center of Chemical Science and Engineering, Tianjin 300072, China
- Key Laboratory of Systems Bioengineering, Ministry of Education, Tianjin 300072, China
- Correspondence:
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Schipp CJ, Ma Y, Al‐Shameri A, D'Alessio F, Neubauer P, Contestabile R, Budisa N, di Salvo ML. An Engineered Escherichia coli Strain with Synthetic Metabolism for in-Cell Production of Translationally Active Methionine Derivatives. Chembiochem 2020; 21:3525-3538. [PMID: 32734669 PMCID: PMC7756864 DOI: 10.1002/cbic.202000257] [Citation(s) in RCA: 10] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/27/2020] [Revised: 07/28/2020] [Indexed: 01/26/2023]
Abstract
In the last decades, it has become clear that the canonical amino acid repertoire codified by the universal genetic code is not up to the needs of emerging biotechnologies. For this reason, extensive genetic code re-engineering is essential to expand the scope of ribosomal protein translation, leading to reprogrammed microbial cells equipped with an alternative biochemical alphabet to be exploited as potential factories for biotechnological purposes. The prerequisite for this to happen is a continuous intracellular supply of noncanonical amino acids through synthetic metabolism from simple and cheap precursors. We have engineered an Escherichia coli bacterial system that fulfills these requirements through reconfiguration of the methionine biosynthetic pathway and the introduction of an exogenous direct trans-sulfuration pathway. Our metabolic scheme operates in vivo, rescuing intermediates from core cell metabolism and combining them with small bio-orthogonal compounds. Our reprogrammed E. coli strain is capable of the in-cell production of l-azidohomoalanine, which is directly incorporated into proteins in response to methionine codons. We thereby constructed a prototype suitable for economic, versatile, green sustainable chemistry, pushing towards enzyme chemistry and biotechnology-based production.
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Affiliation(s)
- Christian Johannes Schipp
- Chair of Bioprocess Engineering, Institute of BiotechnologyTechnische Universität Berlin ACK 24Ackerstraße 7613355BerlinGermany
| | - Ying Ma
- Paraxel International GmbH, Berlin, Campus DRK Kliniken Berlin Westend Haus 18Spandauer Damm 13014050BerlinGermany
| | - Ammar Al‐Shameri
- Institut für ChemieTechnische Universität BerlinMüller-Breslau-Straße. 1010623BerlinGermany
| | - Federico D'Alessio
- Dipartimento di Scienze Biochimiche “A. Rossi Fanelli”Sapienza Università di RomaPiazzale Aldo Moro, 5 – Edificio CU2000185RomaItaly
| | - Peter Neubauer
- Chair of Bioprocess Engineering, Institute of BiotechnologyTechnische Universität Berlin ACK 24Ackerstraße 7613355BerlinGermany
| | - Roberto Contestabile
- Dipartimento di Scienze Biochimiche “A. Rossi Fanelli”Sapienza Università di RomaPiazzale Aldo Moro, 5 – Edificio CU2000185RomaItaly
| | - Nediljko Budisa
- Institut für ChemieTechnische Universität BerlinMüller-Breslau-Straße. 1010623BerlinGermany
- Department of ChemistryUniversity of ManitobaWinnipegMB, R3T 2N2Canada
| | - Martino Luigi di Salvo
- Dipartimento di Scienze Biochimiche “A. Rossi Fanelli”Sapienza Università di RomaPiazzale Aldo Moro, 5 – Edificio CU2000185RomaItaly
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Jin X, Park OJ, Hong SH. Incorporation of non-standard amino acids into proteins: challenges, recent achievements, and emerging applications. Appl Microbiol Biotechnol 2019; 103:2947-2958. [PMID: 30790000 PMCID: PMC6449208 DOI: 10.1007/s00253-019-09690-6] [Citation(s) in RCA: 19] [Impact Index Per Article: 3.8] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/29/2018] [Revised: 02/07/2019] [Accepted: 02/08/2019] [Indexed: 12/19/2022]
Abstract
The natural genetic code only allows for 20 standard amino acids in protein translation, but genetic code reprogramming enables the incorporation of non-standard amino acids (NSAAs). Proteins containing NSAAs provide enhanced or novel properties and open diverse applications. With increased attention to the recent advancements in synthetic biology, various improved and novel methods have been developed to incorporate single and multiple distinct NSAAs into proteins. However, various challenges remain in regard to NSAA incorporation, such as low yield and misincorporation. In this review, we summarize the recent efforts to improve NSAA incorporation by utilizing orthogonal translational system optimization, cell-free protein synthesis, genomically recoded organisms, artificial codon boxes, quadruplet codons, and orthogonal ribosomes, before closing with a discussion of the emerging applications of NSAA incorporation.
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Affiliation(s)
- Xing Jin
- Department of Chemical and Biological Engineering, Illinois Institute of Technology, Chicago, IL, 60616, USA
| | - Oh-Jin Park
- Department of Chemical and Biological Engineering, Illinois Institute of Technology, Chicago, IL, 60616, USA
- Department of Biological and Chemical Engineering, Yanbian University of Science and Technology, Yanji, Jilin, People's Republic of China
| | - Seok Hoon Hong
- Department of Chemical and Biological Engineering, Illinois Institute of Technology, Chicago, IL, 60616, USA.
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