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Romero Romero ML, Poehls J, Kirilenko A, Richter D, Jumel T, Shevchenko A, Toth-Petroczy A. Environment modulates protein heterogeneity through transcriptional and translational stop codon readthrough. Nat Commun 2024; 15:4446. [PMID: 38789441 PMCID: PMC11126739 DOI: 10.1038/s41467-024-48387-x] [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: 02/22/2023] [Accepted: 04/25/2024] [Indexed: 05/26/2024] Open
Abstract
Stop codon readthrough events give rise to longer proteins, which may alter the protein's function, thereby generating short-lasting phenotypic variability from a single gene. In order to systematically assess the frequency and origin of stop codon readthrough events, we designed a library of reporters. We introduced premature stop codons into mScarlet, which enabled high-throughput quantification of protein synthesis termination errors in E. coli using fluorescent microscopy. We found that under stress conditions, stop codon readthrough may occur at rates as high as 80%, depending on the nucleotide context, suggesting that evolution frequently samples stop codon readthrough events. The analysis of selected reporters by mass spectrometry and RNA-seq showed that not only translation but also transcription errors contribute to stop codon readthrough. The RNA polymerase was more likely to misincorporate a nucleotide at premature stop codons. Proteome-wide detection of stop codon readthrough by mass spectrometry revealed that temperature regulated the expression of cryptic sequences generated by stop codon readthrough in E. coli. Overall, our findings suggest that the environment affects the accuracy of protein production, which increases protein heterogeneity when the organisms need to adapt to new conditions.
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Affiliation(s)
- Maria Luisa Romero Romero
- Max Planck Institute of Molecular Cell Biology and Genetics, 01307, Dresden, Germany.
- Center for Systems Biology Dresden, 01307, Dresden, Germany.
| | - Jonas Poehls
- Max Planck Institute of Molecular Cell Biology and Genetics, 01307, Dresden, Germany
- Center for Systems Biology Dresden, 01307, Dresden, Germany
| | - Anastasiia Kirilenko
- Max Planck Institute of Molecular Cell Biology and Genetics, 01307, Dresden, Germany
- Center for Systems Biology Dresden, 01307, Dresden, Germany
| | - Doris Richter
- Max Planck Institute of Molecular Cell Biology and Genetics, 01307, Dresden, Germany
- Center for Systems Biology Dresden, 01307, Dresden, Germany
| | - Tobias Jumel
- Max Planck Institute of Molecular Cell Biology and Genetics, 01307, Dresden, Germany
| | - Anna Shevchenko
- Max Planck Institute of Molecular Cell Biology and Genetics, 01307, Dresden, Germany
| | - Agnes Toth-Petroczy
- Max Planck Institute of Molecular Cell Biology and Genetics, 01307, Dresden, Germany.
- Center for Systems Biology Dresden, 01307, Dresden, Germany.
- Cluster of Excellence Physics of Life, TU Dresden, 01062, Dresden, Germany.
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2
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Awawdeh A, Radecki AA, Vargas-Rodriguez O. Suppressor tRNAs at the interface of genetic code expansion and medicine. Front Genet 2024; 15:1420331. [PMID: 38798701 PMCID: PMC11116698 DOI: 10.3389/fgene.2024.1420331] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/19/2024] [Accepted: 04/29/2024] [Indexed: 05/29/2024] Open
Abstract
Suppressor transfer RNAs (sup-tRNAs) are receiving renewed attention for their promising therapeutic properties in treating genetic diseases caused by nonsense mutations. Traditionally, sup-tRNAs have been created by replacing the anticodon sequence of native tRNAs with a suppressor sequence. However, due to their complex interactome, considering other structural and functional tRNA features for design and engineering can yield more effective sup-tRNA therapies. For over 2 decades, the field of genetic code expansion (GCE) has created a wealth of knowledge, resources, and tools to engineer sup-tRNAs. In this Mini Review, we aim to shed light on how existing knowledge and strategies to develop sup-tRNAs for GCE can be adopted to accelerate the discovery of efficient and specific sup-tRNAs for medical treatment options. We highlight methods and milestones and discuss how these approaches may enlighten the research and development of tRNA medicines.
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Affiliation(s)
| | | | - Oscar Vargas-Rodriguez
- Department of Molecular Biology and Biophysics, University of Connecticut School of Medicine, Farmington, CT, United States
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3
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Farookhi H, Xia X. Differential Selection for Translation Efficiency Shapes Translation Machineries in Bacterial Species. Microorganisms 2024; 12:768. [PMID: 38674712 PMCID: PMC11052298 DOI: 10.3390/microorganisms12040768] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/05/2024] [Revised: 04/01/2024] [Accepted: 04/09/2024] [Indexed: 04/28/2024] Open
Abstract
Different bacterial species have dramatically different generation times, from 20-30 min in Escherichia coli to about two weeks in Mycobacterium leprae. The translation machinery in a cell needs to synthesize all proteins for a new cell in each generation. The three subprocesses of translation, i.e., initiation, elongation, and termination, are expected to be under stronger selection pressure to optimize in short-generation bacteria (SGB) such as Vibrio natriegens than in the long-generation Mycobacterium leprae. The initiation efficiency depends on the start codon decoded by the initiation tRNA, the optimal Shine-Dalgarno (SD) decoded by the anti-SD (aSD) sequence on small subunit rRNA, and the secondary structure that may embed the initiation signals and prevent them from being decoded. The elongation efficiency depends on the tRNA pool and codon usage. The termination efficiency in bacteria depends mainly on the nature of the stop codon and the nucleotide immediately downstream of the stop codon. By contrasting SGB with long-generation bacteria (LGB), we predict (1) SGB to have more ribosome RNA operons to produce ribosomes, and more tRNA genes for carrying amino acids to ribosomes, (2) SGB to have a higher percentage of genes using AUG as the start codon and UAA as the stop codon than LGB, (3) SGB to exhibit better codon and anticodon adaptation than LGB, and (4) SGB to have a weaker secondary structure near the translation initiation signals than LGB. These differences between SGB and LGB should be more pronounced in highly expressed genes than the rest of the genes. We present empirical evidence in support of these predictions.
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Affiliation(s)
- Heba Farookhi
- Department of Biology, University of Ottawa, Ottawa, ON K1N 6N5, Canada;
| | - Xuhua Xia
- Department of Biology, University of Ottawa, Ottawa, ON K1N 6N5, Canada;
- Ottawa Institute of Systems Biology, University of Ottawa, Ottawa, ON K1H 8M5, Canada
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4
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Umemoto S, Kondo T, Fujino T, Hayashi G, Murakami H. Large-scale analysis of mRNA sequences localized near the start and amber codons and their impact on the diversity of mRNA display libraries. Nucleic Acids Res 2023; 51:7465-7479. [PMID: 37395404 PMCID: PMC10415131 DOI: 10.1093/nar/gkad555] [Citation(s) in RCA: 2] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/04/2022] [Revised: 06/14/2023] [Accepted: 06/18/2023] [Indexed: 07/04/2023] Open
Abstract
Extremely diverse libraries are essential for effectively selecting functional peptides or proteins, and mRNA display technology is a powerful tool for generating such libraries with over 1012-1013 diversity. Particularly, the protein-puromycin linker (PuL)/mRNA complex formation yield is determining for preparing the libraries. However, how mRNA sequences affect the complex formation yield remains unclear. To study the effects of N-terminal and C-terminal coding sequences on the complex formation yield, puromycin-attached mRNAs containing three random codons after the start codon (32768 sequences) or seven random bases next to the amber codon (6480 sequences) were translated. Enrichment scores were calculated by dividing the appearance rate of every sequence in protein-PuL/mRNA complexes by that in total mRNAs. The wide range of enrichment scores (0.09-2.10 for N-terminal and 0.30-4.23 for C-terminal coding sequences) indicated that the N-terminal and C-terminal coding sequences strongly affected the complex formation yield. Using C-terminal GGC-CGA-UAG-U sequences, which resulted in the highest enrichment scores, we constructed highly diverse libraries of monobodies and macrocyclic peptides. The present study provides insights into how mRNA sequences affect the protein/mRNA complex formation yield and will accelerate the identification of functional peptides and proteins involved in various biological processes and having therapeutic applications.
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Affiliation(s)
- Shun Umemoto
- Department of Biomolecular Engineering, Graduate School of Engineering, Nagoya University, Furo-cho, Chikusa-ku, Nagoya 464-8603, Japan
| | - Taishi Kondo
- Department of Biomolecular Engineering, Graduate School of Engineering, Nagoya University, Furo-cho, Chikusa-ku, Nagoya 464-8603, Japan
| | - Tomoshige Fujino
- Department of Biomolecular Engineering, Graduate School of Engineering, Nagoya University, Furo-cho, Chikusa-ku, Nagoya 464-8603, Japan
| | - Gosuke Hayashi
- Department of Biomolecular Engineering, Graduate School of Engineering, Nagoya University, Furo-cho, Chikusa-ku, Nagoya 464-8603, Japan
- Japan Science and Technology Agency (JST), PRESTO, 4-1-8 Honcho, Kawaguchi, Saitama 332-0012, Japan
| | - Hiroshi Murakami
- Department of Biomolecular Engineering, Graduate School of Engineering, Nagoya University, Furo-cho, Chikusa-ku, Nagoya 464-8603, Japan
- Institute of Nano-Life-Systems, Institutes of Innovation for Future Society, Nagoya University, Furo-cho, Chikusa-ku, Nagoya 464-8603, Japan
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5
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Sloth AB, Bakhshinejad B, Jensen M, Stavnsbjerg C, Liisberg MB, Rossing M, Kjaer A. Analysis of Compositional Bias in a Commercial Phage Display Peptide Library by Next-Generation Sequencing. Viruses 2022; 14:v14112402. [PMID: 36366500 PMCID: PMC9697088 DOI: 10.3390/v14112402] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/29/2022] [Revised: 10/27/2022] [Accepted: 10/28/2022] [Indexed: 01/31/2023] Open
Abstract
The principal presumption of phage display biopanning is that the naïve library contains an unbiased repertoire of peptides, and thus, the enriched variants derive from the affinity selection of an entirely random peptide pool. In the current study, we utilized deep sequencing to characterize the widely used Ph.DTM-12 phage display peptide library (New England Biolabs). The next-generation sequencing (NGS) data indicated the presence of stop codons and a high abundance of wild-type clones in the naïve library, which collectively result in a reduced effective size of the library. The analysis of the DNA sequence logo and global and position-specific frequency of amino acids demonstrated significant bias in the nucleotide and amino acid composition of the library inserts. Principal component analysis (PCA) uncovered the existence of four distinct clusters in the naïve library and the investigation of peptide frequency distribution revealed a broad range of unequal abundances for peptides. Taken together, our data provide strong evidence for the notion that the naïve library represents substantial departures from randomness at the nucleotide, amino acid, and peptide levels, though not undergoing any selective pressure for target binding. This non-uniform sequence representation arises from both the M13 phage biology and technical errors of the library construction. Our findings highlight the paramount importance of the qualitative assessment of the naïve phage display libraries prior to biopanning.
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Affiliation(s)
- Ane Beth Sloth
- Department of Clinical Physiology and Nuclear Medicine & Cluster for Molecular Imaging, Copenhagen University Hospital—Rigshospitalet & Department of Biomedical Sciences, University of Copenhagen, 2200 Copenhagen, Denmark
| | - Babak Bakhshinejad
- Department of Clinical Physiology and Nuclear Medicine & Cluster for Molecular Imaging, Copenhagen University Hospital—Rigshospitalet & Department of Biomedical Sciences, University of Copenhagen, 2200 Copenhagen, Denmark
| | - Malte Jensen
- Department of Clinical Physiology and Nuclear Medicine & Cluster for Molecular Imaging, Copenhagen University Hospital—Rigshospitalet & Department of Biomedical Sciences, University of Copenhagen, 2200 Copenhagen, Denmark
| | - Camilla Stavnsbjerg
- Department of Clinical Physiology and Nuclear Medicine & Cluster for Molecular Imaging, Copenhagen University Hospital—Rigshospitalet & Department of Biomedical Sciences, University of Copenhagen, 2200 Copenhagen, Denmark
| | - Mikkel Baldtzer Liisberg
- Nano-Science Center, Department of Chemistry, University of Copenhagen, Universitetsparken 5, 2100 Copenhagen, Denmark
| | - Maria Rossing
- Center for Genomic Medicine, Rigshospitalet, Copenhagen University Hospital, 2100 Copenhagen, Denmark
- Department of Clinical Medicine, Faculty of Health and Medical Sciences, University of Copenhagen, 2200 Copenhagen, Denmark
| | - Andreas Kjaer
- Department of Clinical Physiology and Nuclear Medicine & Cluster for Molecular Imaging, Copenhagen University Hospital—Rigshospitalet & Department of Biomedical Sciences, University of Copenhagen, 2200 Copenhagen, Denmark
- Correspondence:
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6
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Why Is the UAG (Amber) Stop Codon Almost Absent in Highly Expressed Bacterial Genes? Life (Basel) 2022; 12:life12030431. [PMID: 35330182 PMCID: PMC8954436 DOI: 10.3390/life12030431] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/03/2022] [Revised: 03/14/2022] [Accepted: 03/14/2022] [Indexed: 11/17/2022] Open
Abstract
The genome hypothesis postulates that genes in a genome tend to conform to their species’ usage of the codon catalog and the GC content of the DNA. Thus, codon frequencies differ across organisms, including the three termination codons in the standard genetic code. Here, we analyze the frequencies of stop codons in a group of highly expressed genes from 196 prokaryotes under strong translational selection. The occurrence of the three translation termination codons is highly biased, with UAA (ochre) being the most prevalent in almost all bacteria. In contrast, UAG (amber) is the least frequent termination codon, e.g., only 321 occurrences (7.4%) in E. coli K-12 substr. W3110. Of the 253 highly expressed genes, only two end with an UAG codon. The strength of the selective bias against UAG in highly expressed genes varies among bacterial genomes, but it is not affected by the GC content of these genomes. In contrast, increased GC content results in a decrease in UAA abundance with a concomitant increase in UGA abundance. We propose that readthrough efficiency and context effects could explain the prevalence of UAA over UAG, particularly in highly expressed genes. Findings from this communication can be utilized for the optimization of gene expression.
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Detailed Dissection and Critical Evaluation of the Pfizer/BioNTech and Moderna mRNA Vaccines. Vaccines (Basel) 2021; 9:vaccines9070734. [PMID: 34358150 PMCID: PMC8310186 DOI: 10.3390/vaccines9070734] [Citation(s) in RCA: 75] [Impact Index Per Article: 25.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/13/2021] [Revised: 06/25/2021] [Accepted: 06/30/2021] [Indexed: 01/19/2023] Open
Abstract
The design of Pfizer/BioNTech and Moderna mRNA vaccines involves many different types of optimizations. Proper optimization of vaccine mRNA can reduce dosage required for each injection leading to more efficient immunization programs. The mRNA components of the vaccine need to have a 5′-UTR to load ribosomes efficiently onto the mRNA for translation initiation, optimized codon usage for efficient translation elongation, and optimal stop codon for efficient translation termination. Both 5′-UTR and the downstream 3′-UTR should be optimized for mRNA stability. The replacement of uridine by N1-methylpseudourinine (Ψ) complicates some of these optimization processes because Ψ is more versatile in wobbling than U. Different optimizations can conflict with each other, and compromises would need to be made. I highlight the similarities and differences between Pfizer/BioNTech and Moderna mRNA vaccines and discuss the advantage and disadvantage of each to facilitate future vaccine improvement. In particular, I point out a few optimizations in the design of the two mRNA vaccines that have not been performed properly.
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8
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Ashkenazy H, Avram O, Ryvkin A, Roitburd-Berman A, Weiss-Ottolenghi Y, Hada-Neeman S, Gershoni JM, Pupko T. Motifier: An IgOme Profiler Based on Peptide Motifs Using Machine Learning. J Mol Biol 2021; 433:167071. [PMID: 34052285 DOI: 10.1016/j.jmb.2021.167071] [Citation(s) in RCA: 6] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/18/2020] [Revised: 04/26/2021] [Accepted: 05/22/2021] [Indexed: 11/26/2022]
Abstract
Antibodies provide a comprehensive record of the encounters with threats and insults to the immune system. The ability to examine the repertoire of antibodies in serum and discover those that best represent "discriminating features" characteristic of various clinical situations, is potentially very useful. Recently, phage display technologies combined with Next-Generation Sequencing (NGS) produced a powerful experimental methodology, coined "Deep-Panning", in which the spectrum of serum antibodies is probed. In order to extract meaningful biological insights from the tens of millions of affinity-selected peptides generated by Deep-Panning, advanced bioinformatics algorithms are a must. In this study, we describe Motifier, a computational pipeline comprised of a set of algorithms that systematically generates discriminatory peptide motifs based on the affinity-selected peptides identified by Deep-Panning. These motifs are shown to effectively characterize antibody binding activities and through the implementation of machine-learning protocols are shown to accurately classify complex antibody mixtures representing various biological conditions.
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Affiliation(s)
- Haim Ashkenazy
- The Shmunis School of Biomedicine and Cancer Research, George S. Wise Faculty of Life Sciences, Tel Aviv University, Tel Aviv 69978, Israel
| | - Oren Avram
- The Shmunis School of Biomedicine and Cancer Research, George S. Wise Faculty of Life Sciences, Tel Aviv University, Tel Aviv 69978, Israel
| | - Arie Ryvkin
- The Shmunis School of Biomedicine and Cancer Research, George S. Wise Faculty of Life Sciences, Tel Aviv University, Tel Aviv 69978, Israel
| | - Anna Roitburd-Berman
- The Shmunis School of Biomedicine and Cancer Research, George S. Wise Faculty of Life Sciences, Tel Aviv University, Tel Aviv 69978, Israel
| | - Yael Weiss-Ottolenghi
- The Shmunis School of Biomedicine and Cancer Research, George S. Wise Faculty of Life Sciences, Tel Aviv University, Tel Aviv 69978, Israel
| | - Smadar Hada-Neeman
- The Shmunis School of Biomedicine and Cancer Research, George S. Wise Faculty of Life Sciences, Tel Aviv University, Tel Aviv 69978, Israel
| | - Jonathan M Gershoni
- The Shmunis School of Biomedicine and Cancer Research, George S. Wise Faculty of Life Sciences, Tel Aviv University, Tel Aviv 69978, Israel.
| | - Tal Pupko
- The Shmunis School of Biomedicine and Cancer Research, George S. Wise Faculty of Life Sciences, Tel Aviv University, Tel Aviv 69978, Israel.
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9
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Ho AT, Hurst LD. In eubacteria, unlike eukaryotes, there is no evidence for selection favouring fail-safe 3' additional stop codons. PLoS Genet 2019; 15:e1008386. [PMID: 31527909 PMCID: PMC6764699 DOI: 10.1371/journal.pgen.1008386] [Citation(s) in RCA: 10] [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: 06/11/2019] [Revised: 09/27/2019] [Accepted: 08/27/2019] [Indexed: 12/23/2022] Open
Abstract
Errors throughout gene expression are likely deleterious, hence genomes are under selection to ameliorate their consequences. Additional stop codons (ASCs) are in-frame nonsense ‘codons’ downstream of the primary stop which may be read by translational machinery should the primary stop have been accidentally read through. Prior evidence in several eukaryotes suggests that ASCs are selected to prevent potentially-deleterious consequences of read-through. We extend this evidence showing that enrichment of ASCs is common but not universal for single cell eukaryotes. By contrast, there is limited evidence as to whether the same is true in other taxa. Here, we provide the first systematic test of the hypothesis that ASCs act as a fail-safe mechanism in eubacteria, a group with high read-through rates. Contra to the predictions of the hypothesis we find: there is paucity, not enrichment, of ASCs downstream; substitutions that degrade stops are more frequent in-frame than out-of-frame in 3’ sequence; highly expressed genes are no more likely to have ASCs than lowly expressed genes; usage of the leakiest primary stop (TGA) in highly expressed genes does not predict ASC enrichment even compared to usage of non-leaky stops (TAA) in lowly expressed genes, beyond downstream codon +1. Any effect at the codon immediately proximal to the primary stop can be accounted for by a preference for a T/U residue immediately following the stop, although if anything, TT- and TC- starting codons are preferred. We conclude that there is no compelling evidence for ASC selection in eubacteria. This presents an unusual case in which the same error could be solved by the same mechanism in eukaryotes and prokaryotes but is not. We discuss two possible explanations: that, owing to the absence of nonsense mediated decay, bacteria may solve read-through via gene truncation and in eukaryotes certain prion states cause raised read-through rates. In all organisms, gene expression is error-prone. One such error, translational read-through, occurs where the primary stop codon of an expressed gene is missed by the translational machinery. Failure to terminate is likely to be costly, hence genomes are under selection to prevent this from happening. One proposed error-proofing strategy involves in-frame proximal additional stop codons (ASCs) which may act as a ‘fail-safe’ mechanism by providing another opportunity for translation to terminate. There is evidence for ASC enrichment in several eukaryotes. We extend this evidence showing it to be common but not universal in single celled eukaryotes. However, the situation in bacteria is poorly understood, despite bacteria having high read-through rates. Here, we test the fail-safe hypothesis within a broad range of bacteria. To our surprise, we find that not only are ASCs not enriched, but they may even be selected against. This provides evidence for an unusual circumstance where eukaryotes and prokaryotes could solve the same problem the same way but don’t. What are we to make of this? We suggest that if read-through is the problem, ASCs are not necessarily the expected solution. Owing to the absence of nonsense-mediated decay, a process that makes gene truncation in eukaryotes less viable, we propose bacteria may rescue a leaky stop by mutation that creates a new stop upstream. Alternatively, raised read-through rates in some particular conditions in eukaryotes might explain the difference.
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Affiliation(s)
- Alexander T. Ho
- Milner Centre for Evolution, University of Bath, Bath, United Kingdom
- * E-mail:
| | - Laurence D. Hurst
- Milner Centre for Evolution, University of Bath, Bath, United Kingdom
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10
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Strohmaier SJ, Huang W, Baek JM, Hunter DJB, Gillam EMJ. Rational evolution of the cofactor-binding site of cytochrome P450 reductase yields variants with increased activity towards specific cytochrome P450 enzymes. FEBS J 2019; 286:4473-4493. [PMID: 31276316 DOI: 10.1111/febs.14982] [Citation(s) in RCA: 8] [Impact Index Per Article: 1.6] [Reference Citation Analysis] [Abstract] [Key Words] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/12/2018] [Revised: 04/30/2019] [Accepted: 07/02/2019] [Indexed: 12/22/2022]
Abstract
NADPH-cytochrome P450 reductase (CPR) is the natural redox partner of microsomal cytochrome P450 enzymes. CPR shows a stringent preference for NADPH over the less expensive cofactor, NADH, economically limiting its use as a biocatalyst. The complexity of cofactor-linked CPR protein dynamics and the incomplete understanding of the interaction of CPR with both cofactors and electron acceptors present challenges for the successful rational engineering of a CPR with enhanced activity with NADH. Here, we report a rational evolution approach to enhance the activity of CPR with NADH, in which mutations were introduced into the NADPH-binding flavin adenine dinucleotide (FAD) domain. Multiple CPR mutants that used NADH more effectively than the wild-type CPR in the reduction of the surrogate electron acceptor, cytochrome c were found. However, most were inactive in supporting P450 activity, arguing against the use of cytochrome c as a surrogate electron acceptor. Unexpectedly, several mutants showed significantly improved activity towards CYP2C9 (mutant 1-014) and/or CYP2A6 (mutants 1-014, 1-015, 1-053 and 1-077) using NADPH, even though the mutations were introduced at locations remote from the putative CPR-P450 interaction face. Therefore, mutations at sites in the FAD domain of CPR may be promising future engineering targets to enhance P450-mediated substrate turnover. ENZYMES: NADPH-cytochrome P450 reductase - EC 1.6.2.4; cytochrome P450 - EC 1.14.14.1.
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Affiliation(s)
- Silja J Strohmaier
- School of Chemistry and Molecular Biosciences, The University of Queensland, Brisbane, Australia
| | - Weiliang Huang
- School of Chemistry and Molecular Biosciences, The University of Queensland, Brisbane, Australia
| | - Jong-Min Baek
- School of Chemistry and Molecular Biosciences, The University of Queensland, Brisbane, Australia
| | - Dominic J B Hunter
- School of Chemistry and Molecular Biosciences, The University of Queensland, Brisbane, Australia
| | - Elizabeth M J Gillam
- School of Chemistry and Molecular Biosciences, The University of Queensland, Brisbane, Australia
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11
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Cell-Free Protein Synthesis Using S30 Extracts from Escherichia coli RFzero Strains for Efficient Incorporation of Non-Natural Amino Acids into Proteins. Int J Mol Sci 2019; 20:ijms20030492. [PMID: 30678326 PMCID: PMC6387211 DOI: 10.3390/ijms20030492] [Citation(s) in RCA: 21] [Impact Index Per Article: 4.2] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/19/2018] [Revised: 01/16/2019] [Accepted: 01/21/2019] [Indexed: 12/01/2022] Open
Abstract
Cell-free protein synthesis is useful for synthesizing difficult targets. The site-specific incorporation of non-natural amino acids into proteins is a powerful protein engineering method. In this study, we optimized the protocol for cell extract preparation from the Escherichia coli strain RFzero-iy, which is engineered to lack release factor 1 (RF-1). The BL21(DE3)-based RFzero-iy strain exhibited quite high cell-free protein productivity, and thus we established the protocols for its cell culture and extract preparation. In the presence of 3-iodo-l-tyrosine (IY), cell-free protein synthesis using the RFzero-iy-based S30 extract translated the UAG codon to IY at various sites with a high translation efficiency of >90%. In the absence of IY, the RFzero-iy-based cell-free system did not translate UAG to any amino acid, leaving UAG unassigned. Actually, UAG was readily reassigned to various non-natural amino acids, by supplementing them with their specific aminoacyl-tRNA synthetase variants (and their specific tRNAs) into the system. The high incorporation rate of our RFzero-iy-based cell-free system enables the incorporation of a variety of non-natural amino acids into multiple sites of proteins. The present strategy to create the RFzero strain is rapid, and thus promising for RF-1 deletions of various E. coli strains genomically engineered for specific requirements.
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12
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Dissecting the Contribution of Release Factor Interactions to Amber Stop Codon Reassignment Efficiencies of the Methanocaldococcus jannaschii Orthogonal Pair. Genes (Basel) 2018; 9:genes9110546. [PMID: 30424562 PMCID: PMC6266110 DOI: 10.3390/genes9110546] [Citation(s) in RCA: 21] [Impact Index Per Article: 3.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/18/2018] [Revised: 11/05/2018] [Accepted: 11/05/2018] [Indexed: 11/16/2022] Open
Abstract
Non-canonical amino acids (ncAAs) are finding increasing use in basic biochemical studies and biomedical applications. The efficiency of ncAA incorporation is highly variable, as a result of competing system composition and codon context effects. The relative quantitative contribution of the multiple factors affecting incorporation efficiency are largely unknown. This manuscript describes the use of green fluorescent protein (GFP) reporters to quantify the efficiency of amber codon reassignment using the Methanocaldococcus jannaschii orthogonal pair system, commonly employed for ncAA incorporation, and quantify the contribution of release factor 1 (RF1) to the overall efficiency of amino acid incorporation. The efficiencies of amber codon reassignments were quantified at eight positions in GFP and evaluated in multiple combinations. The quantitative contribution of RF1 competition to reassignment efficiency was evaluated through comparisons of amber codon suppression efficiencies in normal and genomically recoded Escherichia coli strains. Measured amber stop codon reassignment efficiencies for eight single stop codon GFP variants ranged from 51 to 117% in E. coli DH10B and 76 to 104% in the RF1 deleted E. coli C321.ΔA.exp. Evaluation of efficiency changes in specific sequence contexts in the presence and absence of RF1 suggested that RF1 specifically interacts with +4 Cs and that the RF1 interactions contributed approximately half of the observed sequence context-dependent variation in measured reassignment efficiency. Evaluation of multisite suppression efficiencies suggests that increasing demand for translation system components limits multisite incorporation in cells with competing RF1.
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13
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Chemla Y, Ozer E, Algov I, Alfonta L. Context effects of genetic code expansion by stop codon suppression. Curr Opin Chem Biol 2018; 46:146-155. [DOI: 10.1016/j.cbpa.2018.07.012] [Citation(s) in RCA: 24] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/23/2018] [Revised: 05/01/2018] [Accepted: 07/13/2018] [Indexed: 10/28/2022]
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14
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Abstract
Codon usage depends on mutation bias, tRNA-mediated selection, and the need for high efficiency and accuracy in translation. One codon in a synonymous codon family is often strongly over-used, especially in highly expressed genes, which often leads to a high dN/dS ratio because dS is very small. Many different codon usage indices have been proposed to measure codon usage and codon adaptation. Sense codon could be misread by release factors and stop codons misread by tRNAs, which also contribute to codon usage in rare cases. This chapter outlines the conceptual framework on codon evolution, illustrates codon-specific and gene-specific codon usage indices, and presents their applications. A new index for codon adaptation that accounts for background mutation bias (Index of Translation Elongation) is presented and contrasted with codon adaptation index (CAI) which does not consider background mutation bias. They are used to re-analyze data from a recent paper claiming that translation elongation efficiency matters little in protein production. The reanalysis disproves the claim.
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15
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Wei Y, Wang J, Xia X. Coevolution between Stop Codon Usage and Release Factors in Bacterial Species. Mol Biol Evol 2016; 33:2357-67. [PMID: 27297468 PMCID: PMC4989110 DOI: 10.1093/molbev/msw107] [Citation(s) in RCA: 27] [Impact Index Per Article: 3.4] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/11/2022] Open
Abstract
Three stop codons in bacteria represent different translation termination signals, and their usage is expected to depend on their differences in translation termination efficiency, mutation bias, and relative abundance of release factors (RF1 decoding UAA and UAG, and RF2 decoding UAA and UGA). In 14 bacterial species (covering Proteobacteria, Firmicutes, Cyanobacteria, Actinobacteria and Spirochetes) with cellular RF1 and RF2 quantified, UAA is consistently over-represented in highly expressed genes (HEGs) relative to lowly expressed genes (LEGs), whereas UGA usage is the opposite even in species where RF2 is far more abundant than RF1. UGA usage relative to UAG increases significantly with PRF2 [=RF2/(RF1 + RF2)] as expected from adaptation between stop codons and their decoders. PRF2 is > 0.5 over a wide range of AT content (measured by PAT3 as the proportion of AT at third codon sites), but decreases rapidly toward zero at the high range of PAT3. This explains why bacterial lineages with high PAT3 often have UGA reassigned because of low RF2. There is no indication that UAG is a minor stop codon in bacteria as claimed in a recent publication. The claim is invalid because of the failure to apply the two key criteria in identifying a minor codon: (1) it is least preferred by HEGs (or most preferred by LEGs) and (2) it corresponds to the least abundant decoder. Our results suggest a more plausible explanation for why UAA usage increases, and UGA usage decreases, with PAT3, but UAG usage remains low over the entire PAT3 range.
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Affiliation(s)
- Yulong Wei
- Department of Biology, University of Ottawa, Ottawa, ON, Canada
| | - Juan Wang
- Department of Biology, University of Ottawa, Ottawa, ON, Canada
| | - Xuhua Xia
- Department of Biology, University of Ottawa, Ottawa, ON, Canada Ottawa Institute of Systems Biology, Ottawa, ON, Canada
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16
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Xu H, Wang Y, Lu J, Zhang B, Zhang Z, Si L, Wu L, Yao T, Zhang C, Xiao S, Zhang L, Xia Q, Zhou D. Re-exploration of the Codon Context Effect on Amber Codon-Guided Incorporation of Noncanonical Amino Acids in Escherichia coli by the Blue-White Screening Assay. Chembiochem 2016; 17:1250-6. [PMID: 27028123 DOI: 10.1002/cbic.201600117] [Citation(s) in RCA: 19] [Impact Index Per Article: 2.4] [Reference Citation Analysis] [Abstract] [Key Words] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/26/2016] [Indexed: 11/06/2022]
Abstract
The effect of codon context on amber codon-guided incorporation of noncanonical amino acids (NAAs) has been previously examined by antibiotic selection. Here, we re-explored this effect by screening a library in which three nucleotides upstream and downstream of the amber codon were randomised, and inserted within the lacZ-α gene. Thousands of clones were obtained and distinguished by the depth of blue colour upon exposure to X-gal. Large-scale sequencing revealed remarkable preferences in nucleotides downstream of the amber codon, and moderate preferences for upstream nucleotides. Nucleotide preference was quantified by a dual-luciferase assay, which verified that the optimum context for NAA incorporation, AATTAGACT, was applicable to different proteins. Our work provides a general guide for engineering amber codons into genes of interest in bacteria.
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Affiliation(s)
- Huan Xu
- State Key Laboratory of Natural and Biomimetic Drugs, School of Pharmaceutical Sciences, Peking University, No. 38 Xueyuan Road, Beijing, 100191, China
| | - Yan Wang
- State Key Laboratory of Natural and Biomimetic Drugs, School of Pharmaceutical Sciences, Peking University, No. 38 Xueyuan Road, Beijing, 100191, China
| | - Jiaqi Lu
- State Key Laboratory of Natural and Biomimetic Drugs, School of Pharmaceutical Sciences, Peking University, No. 38 Xueyuan Road, Beijing, 100191, China
| | - Bo Zhang
- State Key Laboratory of Natural and Biomimetic Drugs, School of Pharmaceutical Sciences, Peking University, No. 38 Xueyuan Road, Beijing, 100191, China
| | - Ziwei Zhang
- State Key Laboratory of Natural and Biomimetic Drugs, School of Pharmaceutical Sciences, Peking University, No. 38 Xueyuan Road, Beijing, 100191, China
| | - Longlong Si
- State Key Laboratory of Natural and Biomimetic Drugs, School of Pharmaceutical Sciences, Peking University, No. 38 Xueyuan Road, Beijing, 100191, China
| | - Ling Wu
- State Key Laboratory of Natural and Biomimetic Drugs, School of Pharmaceutical Sciences, Peking University, No. 38 Xueyuan Road, Beijing, 100191, China
| | - Tianzhuo Yao
- State Key Laboratory of Natural and Biomimetic Drugs, School of Pharmaceutical Sciences, Peking University, No. 38 Xueyuan Road, Beijing, 100191, China
| | - Chuanling Zhang
- State Key Laboratory of Natural and Biomimetic Drugs, School of Pharmaceutical Sciences, Peking University, No. 38 Xueyuan Road, Beijing, 100191, China
| | - Sulong Xiao
- State Key Laboratory of Natural and Biomimetic Drugs, School of Pharmaceutical Sciences, Peking University, No. 38 Xueyuan Road, Beijing, 100191, China
| | - Lihe Zhang
- State Key Laboratory of Natural and Biomimetic Drugs, School of Pharmaceutical Sciences, Peking University, No. 38 Xueyuan Road, Beijing, 100191, China
| | - Qing Xia
- State Key Laboratory of Natural and Biomimetic Drugs, School of Pharmaceutical Sciences, Peking University, No. 38 Xueyuan Road, Beijing, 100191, China.
| | - Demin Zhou
- State Key Laboratory of Natural and Biomimetic Drugs, School of Pharmaceutical Sciences, Peking University, No. 38 Xueyuan Road, Beijing, 100191, China.
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17
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Evans EGB, Millhauser GL. Genetic Incorporation of the Unnatural Amino Acid p-Acetyl Phenylalanine into Proteins for Site-Directed Spin Labeling. Methods Enzymol 2015; 563:503-27. [PMID: 26478497 PMCID: PMC4841275 DOI: 10.1016/bs.mie.2015.06.008] [Citation(s) in RCA: 16] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/04/2023]
Abstract
Site-directed spin labeling (SDSL) is a powerful tool for the characterization of protein structure and dynamics; however, its application in many systems is hampered by the reliance on unique and benign cysteine substitutions for the site-specific attachment of the spin label. An elegant solution to this problem involves the use of genetically encoded unnatural amino acids (UAAs) containing reactive functional groups that are chemically orthogonal to those of the 20 amino acids found naturally in proteins. These unique functional groups can then be selectively reacted with an appropriately functionalized spin probe. In this chapter, we detail the genetic incorporation of the ketone-bearing amino acid p-acetyl phenylalanine (pAcPhe) into recombinant proteins expressed in E. coli. Incorporation of pAcPhe is followed by chemoselective reaction of the ketone side chain with a hydroxylamine-functionalized nitroxide to afford the spin-labeled side chain "K1," and we present two protocols for successful K1 labeling of proteins bearing site-specific pAcPhe. We outline the basic requirements for pAcPhe incorporation and labeling, with an emphasis on practical aspects that must be considered by the researcher if high yields of UAA incorporation and efficient labeling reactions are to be achieved. To this end, we highlight recent advances that have led to increased yields of pAcPhe incorporation, and discuss the use of aniline-based catalysts allowing for facile conjugation of the hydroxylamine spin label under mild reaction conditions. To illustrate the utility of K1 labeling in proteins where traditional cysteine-based SDSL methods are problematic, we site-specifically K1 label the cellular prion protein at two positions in the C-terminal domain and determine the interspin distance using double electron-electron resonance EPR. Recent advances in UAA incorporation and ketone-based bioconjugation, in combination with the commercial availability of all requisite reagents, should make K1 labeling an increasingly viable alternative to cysteine-based methods for SDSL in proteins.
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Affiliation(s)
- Eric G B Evans
- Department of Chemistry and Biochemistry, University of California Santa Cruz, Santa Cruz, California, USA
| | - Glenn L Millhauser
- Department of Chemistry and Biochemistry, University of California Santa Cruz, Santa Cruz, California, USA.
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18
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Pott M, Schmidt MJ, Summerer D. Evolved sequence contexts for highly efficient amber suppression with noncanonical amino acids. ACS Chem Biol 2014; 9:2815-22. [PMID: 25299570 DOI: 10.1021/cb5006273] [Citation(s) in RCA: 53] [Impact Index Per Article: 5.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/30/2023]
Abstract
The expansion of the genetic code with noncanonical amino acids (ncAA) enables the function of proteins to be tailored with high molecular precision. In this approach, the ncAA is charged to an orthogonal nonsense suppressor tRNA by an aminoacyl-tRNA-synthetase (aaRS) and incorporated into the target protein in vivo by suppression of nonsense codons in the mRNA during ribosomal translation. Compared to sense codon translation, this process occurs with reduced efficiency. However, it is still poorly understood, how the local sequence context of the nonsense codon affects suppression efficiency. Here, we report sequence contexts for highly efficient suppression of the widely used amber codon in E. coli for the orthogonal Methanocaldococcus jannaschii tRNA(Tyr)/TyrRS and Methanosarcina mazei tRNA(Pyl)/PylRS pairs. In vivo selections of sequence context libraries consisting of each two random codons directly up- and downstream of an amber codon afforded contexts with strong preferences for particular mRNA nucleotides and/or amino acids that markedly differed from preferences of contexts obtained in control selections with sense codons. The contexts provided high amber suppression efficiencies with little ncAA-dependence that were transferrable between proteins and resulted in protein expression levels of 70-110% compared to levels of control proteins without amber codon. These sequence contexts represent stable tags for robust and highly efficient incorporation of ncAA into proteins in standard E. coli strains and provide general design rules for the engineering of amber codons into target genes.
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Affiliation(s)
- Moritz Pott
- Department
of Chemistry,
Zukunftskolleg and Konstanz Research School Chemical Biology, University of Konstanz, Konstanz 78457, Germany
| | - Moritz Johannes Schmidt
- Department
of Chemistry,
Zukunftskolleg and Konstanz Research School Chemical Biology, University of Konstanz, Konstanz 78457, Germany
| | - Daniel Summerer
- Department
of Chemistry,
Zukunftskolleg and Konstanz Research School Chemical Biology, University of Konstanz, Konstanz 78457, Germany
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19
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Firnberg E, Labonte JW, Gray JJ, Ostermeier M. A comprehensive, high-resolution map of a gene's fitness landscape. Mol Biol Evol 2014; 31:1581-92. [PMID: 24567513 PMCID: PMC4032126 DOI: 10.1093/molbev/msu081] [Citation(s) in RCA: 200] [Impact Index Per Article: 20.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/25/2022] Open
Abstract
Mutations are central to evolution, providing the genetic variation upon which selection acts. A mutation’s effect on the suitability of a gene to perform a particular function (gene fitness) can be positive, negative, or neutral. Knowledge of the distribution of fitness effects (DFE) of mutations is fundamental for understanding evolutionary dynamics, molecular-level genetic variation, complex genetic disease, the accumulation of deleterious mutations, and the molecular clock. We present comprehensive DFEs for point and codon mutants of the Escherichia coli TEM-1 β-lactamase gene and missense mutations in the TEM-1 protein. These DFEs provide insight into the inherent benefits of the genetic code’s architecture, support for the hypothesis that mRNA stability dictates codon usage at the beginning of genes, an extensive framework for understanding protein mutational tolerance, and evidence that mutational effects on protein thermodynamic stability shape the DFE. Contrary to prevailing expectations, we find that deleterious effects of mutation primarily arise from a decrease in specific protein activity and not cellular protein levels.
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Affiliation(s)
- Elad Firnberg
- Department of Chemical and Biomolecular Engineering, Johns Hopkins University
| | - Jason W Labonte
- Department of Chemical and Biomolecular Engineering, Johns Hopkins University
| | - Jeffrey J Gray
- Department of Chemical and Biomolecular Engineering, Johns Hopkins University
| | - Marc Ostermeier
- Department of Chemical and Biomolecular Engineering, Johns Hopkins University
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20
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Suppression of amber codons in Caulobacter crescentus by the orthogonal Escherichia coli histidyl-tRNA synthetase/tRNAHis pair. PLoS One 2013; 8:e83630. [PMID: 24386240 PMCID: PMC3875453 DOI: 10.1371/journal.pone.0083630] [Citation(s) in RCA: 7] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/01/2013] [Accepted: 11/05/2013] [Indexed: 11/19/2022] Open
Abstract
While translational read-through of stop codons by suppressor tRNAs is common in many bacteria, archaea and eukaryotes, this phenomenon has not yet been observed in the α-proteobacterium Caulobacter crescentus. Based on a previous report that C. crescentus and Escherichia coli tRNAHis have distinctive identity elements, we constructed E. coli tRNAHisCUA, a UAG suppressor tRNA for C. crescentus. By examining the expression of three UAG codon- containing reporter genes (encoding a β-lactamase, the fluorescent mCherry protein, or the C. crescentus xylonate dehydratase), we demonstrated that the E. coli histidyl-tRNA synthetase/tRNAHisCUA pair enables in vivo UAG suppression in C. crescentus. E. coli histidyl-tRNA synthetase (HisRS) or tRNAHisCUA alone did not achieve suppression; this indicates that the E. coli HisRS/tRNAHisCUA pair is orthogonal in C. crescentus. These results illustrate that UAG suppression can be achieved in C. crescentus with an orthogonal aminoacyl-tRNA synthetase/suppressor tRNA pair.
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21
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Coordination and processing of DNA ends during double-strand break repair: the role of the bacteriophage T4 Mre11/Rad50 (MR) complex. Genetics 2013; 195:739-55. [PMID: 23979587 DOI: 10.1534/genetics.113.154872] [Citation(s) in RCA: 9] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/18/2022] Open
Abstract
The in vivo functions of the bacteriophage T4 Mre11/Rad50 (MR) complex (gp46/47) in double-strand-end processing, double-strand break repair, and recombination-dependent replication were investigated. The complex is essential for T4 growth, but we wanted to investigate the in vivo function during productive infections. We therefore generated a suppressed triple amber mutant in the Rad50 subunit to substantially reduce the level of complex and thereby reduce phage growth. Growth-limiting amounts of the complex caused a concordant decrease in phage genomic recombination-dependent replication. However, the efficiencies of double-strand break repair and of plasmid-based recombination-dependent replication remained relatively normal. Genetic analyses of linked markers indicated that double-strand ends were less protected from nuclease erosion in the depleted infection and also that end coordination during repair was compromised. We discuss models for why phage genomic recombination-dependent replication is more dependent on Mre11/Rad50 levels when compared to plasmid recombination-dependent replication. We also tested the importance of the conserved histidine residue in nuclease motif I of the T4 Mre11 protein. Substitution with multiple different amino acids (including serine) failed to support phage growth, completely blocked plasmid recombination-dependent replication, and led to the stabilization of double-strand ends. We also constructed and expressed an Mre11 mutant protein with the conserved histidine changed to serine. The mutant protein was found to be completely defective for nuclease activities, but retained the ability to bind the Rad50 subunit and double-stranded DNA. These results indicate that the nuclease activity of Mre11 is critical for phage growth and recombination-dependent replication during T4 infections.
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22
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Wu IL, Patterson MA, Carpenter Desai HE, Mehl RA, Giorgi G, Conticello VP. Multiple Site-Selective Insertions of Noncanonical Amino Acids into Sequence-Repetitive Polypeptides. Chembiochem 2013; 14:968-78. [DOI: 10.1002/cbic.201300069] [Citation(s) in RCA: 35] [Impact Index Per Article: 3.2] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/08/2013] [Indexed: 11/11/2022]
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23
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Nilssen NR, Frigstad T, Pollmann S, Roos N, Bogen B, Sandlie I, Løset GÅ. DeltaPhage--a novel helper phage for high-valence pIX phagemid display. Nucleic Acids Res 2012; 40:e120. [PMID: 22539265 PMCID: PMC3439877 DOI: 10.1093/nar/gks341] [Citation(s) in RCA: 13] [Impact Index Per Article: 1.1] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 02/06/2023] Open
Abstract
Phage display has been instrumental in discovery of novel binding peptides and folded domains for the past two decades. We recently reported a novel pIX phagemid display system that is characterized by a strong preference for phagemid packaging combined with low display levels, two key features that support highly efficient affinity selection. However, high diversity in selected repertoires are intimately coupled to high display levels during initial selection rounds. To incorporate this additional feature into the pIX display system, we have developed a novel helper phage termed DeltaPhage that allows for high-valence display on pIX. This was obtained by inserting two amber mutations close to the pIX start codon, but after the pVII translational stop, conditionally inactivating the helper phage encoded pIX. Until now, the general notion has been that display on pIX is dependent on wild-type complementation, making high-valence display unachievable. However, we found that DeltaPhage does facilitate high-valence pIX display when used with a non-suppressor host. Here, we report a side-by-side comparison with pIII display, and we find that this novel helper phage complements existing pIX phagemid display systems to allow both low and high-valence display, making pIX display a complete and efficient alternative to existing pIII phagemid display systems.
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Affiliation(s)
- Nicolay R Nilssen
- Centre for Immune Regulation, Oslo University Hospital, N-0027, Oslo, Norway
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24
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Charbon G, Brustad E, Scott KA, Wang J, Løbner-Olesen A, Schultz PG, Jacobs-Wagner C, Chapman E. Subcellular protein localization by using a genetically encoded fluorescent amino acid. Chembiochem 2011; 12:1818-21. [PMID: 21681882 PMCID: PMC3175735 DOI: 10.1002/cbic.201100282] [Citation(s) in RCA: 39] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/03/2011] [Indexed: 11/25/2022]
Affiliation(s)
- Godefroid Charbon
- Department of Molecular, Cellular, and Developmental Biology, KBT 1032, Yale University, New Haven, CT 06520, USA
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25
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Lindner T, Kolmar H, Haberkorn U, Mier W. DNA libraries for the construction of phage libraries: statistical and structural requirements and synthetic methods. Molecules 2011; 16:1625-41. [PMID: 21326140 PMCID: PMC6259622 DOI: 10.3390/molecules16021625] [Citation(s) in RCA: 19] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/22/2010] [Revised: 01/26/2011] [Accepted: 02/11/2011] [Indexed: 01/19/2023] Open
Abstract
Peptide-based molecular probes identified by bacteriophage (phage) display technology expand the peptide repertoire for in vivo diagnosis and therapy of cancer. Numerous peptides that bind cancer-associated antigens have been discovered by panning phage libraries. However, until now only few of the peptides selected by phage display have entered clinical applications. The success of phage derived peptides essentially depends on the quality of the library screened. This review summarizes the methods to achieve highly homogenous libraries that cover a maximal sequence space. Biochemical and chemical strategies for the synthesis of DNA libraries and the techniques for their integration into the viral genome are discussed in detail. A focus is set on the methods that enable the exclusion of disturbing sequences. In addition, the parameters that define the variability, the minimal numbers of copies per library and the use of alternating panning cycles to avoid the loss of selected hits are evaluated.
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Affiliation(s)
- Thomas Lindner
- Department of Nuclear Medicine, University Hospital Heidelberg, Im Neuenheimer Feld 400, D-69120 Heidelberg, Germany
| | - Harald Kolmar
- Institute for Organic Chemistry and Biochemistry, Darmstadt University of Technology, Petersenstrase 22, 64287 Darmstadt, Germany
| | - Uwe Haberkorn
- Department of Nuclear Medicine, University Hospital Heidelberg, Im Neuenheimer Feld 400, D-69120 Heidelberg, Germany
| | - Walter Mier
- Department of Nuclear Medicine, University Hospital Heidelberg, Im Neuenheimer Feld 400, D-69120 Heidelberg, Germany
- Author to whom correspondence should be addressed; E-Mail: ; Tel.: +49-6221-56-7720; Fax: +49-6221-56-33629
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26
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Nuwal T, Heo S, Lubec G, Buchner E. Mass spectrometric analysis of synapsins in Drosophila melanogaster and identification of novel phosphorylation sites. J Proteome Res 2010; 10:541-50. [PMID: 21028912 DOI: 10.1021/pr100746s] [Citation(s) in RCA: 15] [Impact Index Per Article: 1.1] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/30/2022]
Abstract
Synapsins are synaptic vesicle-associated phosphoproteins that play a major role in the fine regulation of neurotransmitter release. In Drosophila, synapsins are required for complex behavior including learning and memory. Synapsin isoforms were immunoprecipitated from homogenates of wild-type Drosophila heads using monoclonal antibody 3C11. Synapsin null mutants (Syn(97)) served as negative controls. The eluted proteins were separated by SDS-PAGE and visualized by silver staining. Gel pieces picked from five bands specific for wild type were analyzed by nano-LC-ESI-MS/MS following multienzyme digestion (trypsin, chymotrypsin, AspN, subtilisin, pepsin, and proteinase K). The protein was unambiguously identified with high sequence coverage (90.83%). A number of sequence conflicts were observed and the N-terminal amino acid was identified as methionine rather than leucine expected from the cDNA sequence. Several peptides from the larger isoform demonstrated that the in-frame UAG stop codon at position 582 which separates two large open reading frames is read through by tRNAs for lysine. Seven novel phosphorylation sites in Drosophila synapsin were identified at Thr-86, Ser-87, Ser-464, Thr-466, Ser-538, Ser-961, and Tyr-982 and verified by phosphatase treatment. No phosphorylation was observed at the conserved PKA/CaM kinase-I/IV site (RRFS, edited to RGFS) in domain A or a potential PKA site near domain E.
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Affiliation(s)
- Tulip Nuwal
- Department of Neurobiology and Genetics, Biozentrum, University of Wuerzburg, Wuerzburg, Germany
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27
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28
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Liu CC, Choe H, Farzan M, Smider VV, Schultz PG. Mutagenesis and evolution of sulfated antibodies using an expanded genetic code. Biochemistry 2009; 48:8891-8. [PMID: 19715291 DOI: 10.1021/bi9011429] [Citation(s) in RCA: 35] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/20/2023]
Abstract
To facilitate the biochemical study of posttranslationally modified proteins, we have developed a strategy in which otherwise posttranslationally modified amino acids are genetically encoded in Escherichia coli in response to unique nonsense or frameshift codons. Here, we illustrate the utility of this approach through the characterization of the doubly tyrosine-sulfated anti-gp120 antibody, 412d. By expressing selectively sulfated variants of 412d directly in E. coli with an orthogonal aminoacyl-tRNA synthetase/tRNA pair specific for sulfotyrosine, we were able to determine the contribution of each of the sulfates in 412d to gp120 binding affinity: tyrosine sulfation of 412d at position H100, position H100c, or dual sulfation at both positions (Kabat numbering where H designates heavy chain) leads to an increase in affinity for gp120 of 4.5-fold, 212-fold, or 500-fold, respectively. We also conducted directed evolution experiments to evolve 412d beyond the known sequence constraints required for posttranslational sulfation, while retaining the two tyrosine sulfates essential for function, yielding novel doubly sulfated antibodies, one of which binds gp120 with subnanomolar affinity. Taken together, our studies provide a more complete understanding of the role of 412d sulfation in gp120 binding and highlight the utility of genetically encoded unnatural amino acids in exploring the effects of posttranslational modifications on protein function.
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Affiliation(s)
- Chang C Liu
- Department of Chemistry and Skaggs Institute for Chemical Biology, The Scripps Research Institute, 10550 North Torrey Pines Road, La Jolla, California 92037, USA
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29
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Daggett KA, Layer M, Cropp TA. A general method for scanning unnatural amino acid mutagenesis. ACS Chem Biol 2009; 4:109-13. [PMID: 19199564 DOI: 10.1021/cb800271f] [Citation(s) in RCA: 26] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/30/2022]
Abstract
Current approaches to protein site-directed mutagenesis require an independent user operation for each mutation. This can impede large-scale scanning mutagenesis projects such as the mapping of protein interaction surfaces, active sites, or epitopes. It also prevents the creation of protein libraries of defined complexity for directed evolution purposes. Here we present a simple, fast, and effective way to perform scanning codon mutagenesis throughout a protein sequence. The process allows the researcher to define the new codon change, and therefore any amino acid mutation can be achieved. We demonstrate this approach by creating a library of proteins that contain single unnatural amino acid mutations encoded by the amber stop codon, TAG. The mutant proteins generated by this method can be expressed and assayed individually or used together as a mixed population of "rationally diversified" protein sequences.
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Affiliation(s)
- Kelly A. Daggett
- Department of Chemistry and Biochemistry, University of Maryland, College Park, Maryland 20742
| | - Mark Layer
- Department of Chemistry and Biochemistry, University of Maryland, College Park, Maryland 20742
| | - T. Ashton Cropp
- Department of Chemistry and Biochemistry, University of Maryland, College Park, Maryland 20742
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30
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Arbabi-Ghahroudi M, To R, Gaudette N, Hirama T, Ding W, MacKenzie R, Tanha J. Aggregation-resistant VHs selected by in vitro evolution tend to have disulfide-bonded loops and acidic isoelectric points. Protein Eng Des Sel 2008; 22:59-66. [DOI: 10.1093/protein/gzn071] [Citation(s) in RCA: 67] [Impact Index Per Article: 4.2] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/15/2022] Open
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31
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Abstract
When the stop codons TGA, TAA, and TAG are found in the second and third reading frames of a protein-encoding gene, they are considered premature stop codons (PSC). Deinococcus radiodurans disproportionately favored TGA more than the other two triplets as a PSC. The TGA triplet was also found more often in noncoding regions and as a stop codon, though the bias was less pronounced. We investigated this phenomenon in 72 bacterial species with widely differing chromosomal GC contents. Although TGA and TAG were compositionally similar, we found a great variation in use of TGA but a very limited range of use of TAG. The frequency of use of TGA in the gene sequences generally increased with the GC content of the chromosome, while the frequency of use of TAG, like that of TAA, was inversely proportional to the GC content of the chromosome. The patterns of use of TAA, TGA and TAG as real stop codons were less biased and less influenced by the GC content of the chromosome. Bacteria with higher chromosomal GC contents often contained fewer PSC trimers in their genes. Phylogenetically related bacteria often exhibited similar PSC ratios. In addition, metabolically versatile bacteria have significantly fewer PSC trimers in their genes. The bias toward TGA but against TAG as a PSC could not be explained either by the preferential usage of specific codons or by the GC contents of individual chromosomes. We proposed that the quantity and the quality of the PSC in the genome might be important in bacterial evolution.
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32
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Wang K, Neumann H, Peak-Chew SY, Chin JW. Evolved orthogonal ribosomes enhance the efficiency of synthetic genetic code expansion. Nat Biotechnol 2007; 25:770-7. [PMID: 17592474 DOI: 10.1038/nbt1314] [Citation(s) in RCA: 229] [Impact Index Per Article: 13.5] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/20/2007] [Accepted: 05/23/2007] [Indexed: 11/09/2022]
Abstract
In vivo incorporation of unnatural amino acids by amber codon suppression is limited by release factor-1-mediated peptide chain termination. Orthogonal ribosome-mRNA pairs function in parallel with, but independent of, natural ribosomes and mRNAs. Here we show that an evolved orthogonal ribosome (ribo-X) improves tRNA(CUA)-dependent decoding of amber codons placed in orthogonal mRNA. By combining ribo-X, orthogonal mRNAs and orthogonal aminoacyl-tRNA synthetase/tRNA pairs in Escherichia coli, we increase the efficiency of site-specific unnatural amino acid incorporation from approximately 20% to >60% on a single amber codon and from <1% to >20% on two amber codons. We hypothesize that these increases result from a decreased functional interaction of the orthogonal ribosome with release factor-1. This technology should minimize the functional and phenotypic effects of truncated proteins in experiments that use unnatural amino acid incorporation to probe protein function in vivo.
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Affiliation(s)
- Kaihang Wang
- Medical Research Council Laboratory of Molecular Biology, Hills Road, Cambridge CB2 2QH, England, UK
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33
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Hatfield GW, Roth DA. Optimizing scaleup yield for protein production: Computationally Optimized DNA Assembly (CODA) and Translation Engineering™. BIOTECHNOLOGY ANNUAL REVIEW 2007; 13:27-42. [PMID: 17875472 DOI: 10.1016/s1387-2656(07)13002-7] [Citation(s) in RCA: 51] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 12/12/2022]
Abstract
Translation Engineering combined with synthetic biology (gene synthesis) techniques makes it possible to deliberately alter the presumed translation kinetics of genes without altering the amino acid sequence. Here, we describe proprietary technologies that design and assemble synthetic genes for high expression and enhanced protein production, and offers new insights and methodologies for affecting protein structure and function. We have patented Translation Engineering technologies to manage the complexity of gene design to account for codon pair usage, translational pausing signals, RNA secondary structure and user-defined sequences such as restriction sites. Failure to optimize for codon pair-encoded translation pauses often results in the relatively common occurrence of a slowly translated codon pair that slows the rate of protein elongation and decreases total protein production. Translation Engineering technology improves heterologous expression by tuning the gene sequence for translation in any well-characterized host, including cell-free expression techniques characterized by "broken"Escherichia coli systems used in kits for today's molecular tools market. In addition, we have patented a novel gene assembly method (Computationally Optimized DNA Assembly; CODA) that uses the degeneracy of the genetic code to design oligonucleotides with thermodynamic properties for self-assembly into a single, linear DNA product. Fast translational kinetics and robust protein expression are optimized in synthetic "Hot Rod" genes that are guaranteed to express in E. coli at high levels. These genes are optimized for codon usage and other properties known to aid protein expression, and importantly, they are engineered to be devoid of mRNA secondary structures that might impede transcription, and over-represented codon pairs that might impede translation. Hot Rod genes allow translating ribosomes and E. coli RNA polymerases to maintain coupled translation and transcription at maximal rates. As a result, the nascent mRNA is produced at a high level and is sequestered in polysomes where it is protected from degradation, even further enhancing protein production. In this review we demonstrate that codon context can profoundly influence translation kinetics, and that over-represented codon pairs are often present at protein domain boundaries and appear to control independent protein folding in several popular expression systems. Finally, we consider that over-represented codon pairs (pause sites) may be essential to solving problems of protein expression, solubility, folding and activity encountered when genes are introduced into heterologous expression systems, where the specific set of codon pairs controlling ribosome pausing are different. Thus, Translation Engineering combined with synthetic biology (gene synthesis) techniques may allow us to manipulate the translation kinetics of genes to restore or enhance function in a variety of traditional and novel expression systems.
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Affiliation(s)
- G Wesley Hatfield
- The Institute for Genomics and Bioinformatics, Donald Bren School of Information and Computer Sciences, University of California, Irvine, CA 92497, USA
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34
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Oh MY, Joo HY, Hur BU, Jeong YH, Cha SH. Enhancing phage display of antibody fragments using gIII-amber suppression. Gene 2007; 386:81-9. [PMID: 17088027 DOI: 10.1016/j.gene.2006.08.009] [Citation(s) in RCA: 19] [Impact Index Per Article: 1.1] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/02/2006] [Revised: 08/07/2006] [Accepted: 08/08/2006] [Indexed: 10/24/2022]
Abstract
The effect of utilizing Ex12 helper phage, a mutant M13K07 helper having two amber codons at the gIII (gIII-amber), in combination with Escherichia coli host strains belonging to the supE genotype on improving the phage display of antibody fragments was investigated. Because of an inefficient read-through of the UAG codons, Ex12 helper phage produced approximately 10% of the intracellular wt pIII in the supE host cells compared to M13K07. The phage progenies rescued from the supE XL-1 Blue MRF' strain carrying the recombinant phagemid, pCMTG-SP112, by Ex12 helper phage displayed both antibody-DeltapIII fusion and wt pIII at a ratio of 1:1.5, and achieved a 50-fold greater display of the antibody-DeltapIII compared to those obtained by a conventional phage rescue using M13K07. Additionally observed were a 100-fold increase in antigen-binding functionality and a drastic improvement on antigen-specific panning efficiency by the phage progenies. Our approach permits the display of at least one antibody fragment as well as more than one copy of wt pIII on the surface of recombinant phages, and this would make the phagemid-based phage display technology more practical and reliable.
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Affiliation(s)
- Mi-Young Oh
- IG Therapy Co., Rm. 112, Nong 3rd Building, Kangwon National University, Chuncheon, Gangwon-do 200-701, South Korea
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35
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Cridge AG, Major LL, Mahagaonkar AA, Poole ES, Isaksson LA, Tate WP. Comparison of characteristics and function of translation termination signals between and within prokaryotic and eukaryotic organisms. Nucleic Acids Res 2006; 34:1959-73. [PMID: 16614446 PMCID: PMC1435984 DOI: 10.1093/nar/gkl074] [Citation(s) in RCA: 50] [Impact Index Per Article: 2.8] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/18/2022] Open
Abstract
Six diverse prokaryotic and five eukaryotic genomes were compared to deduce whether the protein synthesis termination signal has common determinants within and across both kingdoms. Four of the six prokaryotic and all of the eukaryotic genomes investigated demonstrated a similar pattern of nucleotide bias both 5′ and 3′ of the stop codon. A preferred core signal of 4 nt was evident, encompassing the stop codon and the following nucleotide. Codons decoded by hyper-modified tRNAs were over-represented in the region 5′ to the stop codon in genes from both kingdoms. The origin of the 3′ bias was more variable particularly among the prokaryotic organisms. In both kingdoms, genes with the highest expression index exhibited a strong bias but genes with the lowest expression showed none. Absence of bias in parasitic prokaryotes may reflect an absence of pressure to evolve more efficient translation. Experiments were undertaken to determine if a correlation existed between bias in signal abundance and termination efficiency. In Escherichia coli signal abundance correlated with termination efficiency for UAA and UGA stop codons, but not in mammalian cells. Termination signals that were highly inefficient could be made more efficient by increasing the concentration of the cognate decoding release factor.
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Affiliation(s)
| | | | | | | | - Leif A. Isaksson
- Department of Genetics, Microbiology and Toxicology, Stockholm UniversityS-10691 Stockholm, Sweden
| | - Warren P. Tate
- To whom correspondence should be addressed. Tel: +64 3 479 7864; Fax: +64 3 479 7866;
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36
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Mao PL, Liu TF, Kueh K, Wu P. Predicting the efficiency of UAG translational stop signal through studies of physicochemical properties of its composite mono- and dinucleotides. Comput Biol Chem 2005; 28:245-56. [PMID: 15548451 DOI: 10.1016/j.compbiolchem.2004.05.003] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.1] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/04/2004] [Revised: 05/27/2004] [Accepted: 05/29/2004] [Indexed: 12/01/2022]
Abstract
In this study, we explored the problem of predicting the UAG stop-codon read-through efficiency. The reported nucleotide sequences were first converted into physicochemical property vectors before being presented to a machine learning algorithm. Two sets of physicochemical properties were applied: one for mononucleosides (in terms of steric bulk, hydrophobicity and electronics) and another for dinucleotides. To the best of our knowledge, this is the first report of how dinucleotides are converted into principle components derived from NMR chemical shift data. A few efficiency prediction models were then derived and a comparison between mononucleoside and dinucleotide-based models was shown. In the derived models, the coefficients of these property based predictors lend themselves to bio-physical interpretations, an advantage which is demonstrated in this study via a prediction model based on the steric bulk factor. Although it is quite simple, the steric bulk factor model explained well the effect of sequence variations surrounding the amber stop codon and the tRNA bearing UCCU anticodon. We further proposed new alternatives at position -1 and +4 of a UAG stop codon sequence to enhance the readthrough efficiency. This research may contribute to a better understanding of the readthrough mechanisms and may also help to study the normal translation termination process.
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Affiliation(s)
- Pei-Lin Mao
- Institute of Bioengineering and Nanotechnology, 51 Science Park Road, #01-01/10, The Aries, Singapore 117586, Singapore
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37
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Tork S, Hatin I, Rousset JP, Fabret C. The major 5' determinant in stop codon read-through involves two adjacent adenines. Nucleic Acids Res 2004; 32:415-21. [PMID: 14736996 PMCID: PMC373328 DOI: 10.1093/nar/gkh201] [Citation(s) in RCA: 69] [Impact Index Per Article: 3.5] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/12/2022] Open
Abstract
The aim of this approach was to identify the major determinants, located at the 5' end of the stop codon, that modulate translational read-through in Saccharomyces cerevisiae. We developed a library of oligonucleotides degenerate at the six positions immediately upstream of the termination codon, cloned in the ADE2 reporter gene. Variations at these positions modulated translational read-through efficiency approximately 16-fold. The major effect was imposed by the two nucleotides immediately upstream of the stop codon. We showed that this effect was neither mediated by the last amino acid residues present in the polypeptide chain nor by the tRNA present in the ribosomal P site. We propose that the mRNA structure, depending on the nucleotides in the P site, is the main 5' determinant of read-through efficiency.
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MESH Headings
- Adenine Nucleotides/genetics
- Base Composition
- Base Sequence
- Binding Sites
- Codon, Terminator/genetics
- Gene Library
- Genes, Fungal/genetics
- Genes, Reporter/genetics
- Nucleic Acid Conformation
- Oligoribonucleotides/chemistry
- Oligoribonucleotides/genetics
- Oligoribonucleotides/metabolism
- Peptide Chain Elongation, Translational/genetics
- RNA, Fungal/chemistry
- RNA, Fungal/genetics
- RNA, Fungal/metabolism
- RNA, Messenger/chemistry
- RNA, Messenger/genetics
- RNA, Messenger/metabolism
- RNA, Transfer, Amino Acyl/chemistry
- RNA, Transfer, Amino Acyl/genetics
- RNA, Transfer, Amino Acyl/metabolism
- Regulatory Sequences, Ribonucleic Acid/genetics
- Ribosomes/genetics
- Ribosomes/metabolism
- Saccharomyces cerevisiae/genetics
- Saccharomyces cerevisiae Proteins/genetics
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Affiliation(s)
- Sanaa Tork
- CNRS UMR 8621, Institut de Génétique et Microbiologie, Université Paris-Sud, 91405 Orsay Cedex, France
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38
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Soltes G, Barker H, Marmai K, Pun E, Yuen A, Wiersma EJ. A new helper phage and phagemid vector system improves viral display of antibody Fab fragments and avoids propagation of insert-less virions. J Immunol Methods 2003; 274:233-44. [PMID: 12609549 DOI: 10.1016/s0022-1759(02)00294-6] [Citation(s) in RCA: 43] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/26/2022]
Abstract
Phage display technology (PDT) is a powerful method for isolating functional gene products such as antigen-specific monoclonal antibodies (mAbs). To improve the effectiveness of PDT, we sought to optimize display of Fab-g3p (antibody fragment fused with viral gene 3 protein) on phagemid virions and to optimize the yield of such phage. To do so, we constructed a novel helper phage, Phaberge, having a conditional deficiency in g3p production. Unlike most other published g3p-deficient helper phage, Phaberge is produced at high levels, 10(11) PFU/ml. As compared to g3p-sufficient helper phage, Phaberge caused a 5-20-fold increase in display level. Another novel feature is that Phaberge only packages insert-containing, not insert-less, phagemid into infectious virions. This should prove useful in preserving quality of phagemid libraries during propagation. In addition, other parameters were also found to affect production of phagemid virions. In particular, the choice of bacterial host cell, phagemid construct and growth temperature had a substantial impact on display levels, but generally no effect on number of phagemid virions produced. In short, we have established a set of parameters that improve production and quality of phagemid virions which we expect to facilitate the isolation of mAbs or other gene products by PDT.
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Affiliation(s)
- Glenn Soltes
- Cangene Corporation, 3403 American Drive, L4V 1T4, Mississauga, Ontario, Canada
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39
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Jin H, Björnsson A, Isaksson LA. Cis control of gene expression in E.coli by ribosome queuing at an inefficient translational stop signal. EMBO J 2002; 21:4357-67. [PMID: 12169638 PMCID: PMC126163 DOI: 10.1093/emboj/cdf424] [Citation(s) in RCA: 25] [Impact Index Per Article: 1.1] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/13/2022] Open
Abstract
An UGA stop codon context which is inefficient because of the 3'-flanking context and the last two amino acids in the gene protein product has a negative effect on gene expression, as shown using a model protein A' gene. This is particularly true at low mRNA levels, corresponding to a high intracellular ribosome/mRNA ratio. The negative effect is smaller if this ratio is decreased, or if the distance between the initiation and termination signals is increased. The results suggest that an inefficient termination codon can cause ribosomal pausing and queuing along the upstream mRNA region, thus blocking translation initiation of short genes. This cis control effect is dependent on the stop codon context, including the C-terminal amino acids in the gene product, the translation initiation signal strength, the ribosome/mRNA ratio and the size of the mRNA coding region. A large proportion of poorly expressed natural Escherichia coli genes are small, and the weak termination codon UGA is under-represented in small, highly expressed E.coli genes as compared with the efficient stop codon UAA.
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Affiliation(s)
| | - Asgeir Björnsson
- Department of Microbiology, Stockholm University, S-10691 Stockholm, Sweden
Present address: deCODE Genetics, Sturlugata 8, IS-101 Reykjavik, Iceland Corresponding author e-mail:
| | - Leif A. Isaksson
- Department of Microbiology, Stockholm University, S-10691 Stockholm, Sweden
Present address: deCODE Genetics, Sturlugata 8, IS-101 Reykjavik, Iceland Corresponding author e-mail:
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40
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O'Connor M. Imbalance of tRNA(Pro) isoacceptors induces +1 frameshifting at near-cognate codons. Nucleic Acids Res 2002; 30:759-65. [PMID: 11809889 PMCID: PMC100296 DOI: 10.1093/nar/30.3.759] [Citation(s) in RCA: 22] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/13/2022] Open
Abstract
Increased expression of the CCU/CCA/CCG-decoding tRNA(Pr)(o)3 on a multicopy plasmid leads to suppression of several +1 frameshift mutations in Salmonella enterica serovar Typhimurium. Systematic analysis of the site of frameshifting indicates that excess tRNA(Pr)(o)3 promotes near-cognate decoding at CCC codons. Re-phasing of the reading frame can be achieved by a subsequent slippage of the tRNA onto a cognate codon in the +1 reading frame. Frameshifting appears to be due to an imbalance of CCC-cognate and near-cognate tRNAs, as the effect of excess tRNA(Pr)(o)3 on reading frame maintenance can be reversed by increasing simultaneously the concentration of the cognate tRNA(Pr)(o)2. Finally, the cmo5U modification present at position 34 of tRNA(Pr)(o)3, which allows this tRNA to decode CCU in addition to CCG and CCA, also affects frameshifting, indicating that the ability of the near-cognate tRNA to decode a cognate codon efficiently in the alternative reading frame is important for re-phasing of the reading frame.
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MESH Headings
- Alcohol Oxidoreductases
- Anticodon/chemistry
- Anticodon/genetics
- Anticodon/metabolism
- Bacterial Proteins/genetics
- Base Sequence
- Codon/chemistry
- Codon/genetics
- Codon/metabolism
- Frameshift Mutation/genetics
- Frameshifting, Ribosomal
- Gene Expression Regulation, Bacterial
- Genes, Bacterial/genetics
- Genes, Reporter/genetics
- Mutation/genetics
- Nucleic Acid Conformation
- Plasmids/genetics
- Proline/genetics
- RNA, Bacterial/chemistry
- RNA, Bacterial/genetics
- RNA, Bacterial/metabolism
- RNA, Transfer, Pro/chemistry
- RNA, Transfer, Pro/genetics
- RNA, Transfer, Pro/metabolism
- Salmonella typhimurium/genetics
- Suppression, Genetic/genetics
- Transaminases/genetics
- beta-Galactosidase/genetics
- beta-Galactosidase/metabolism
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Affiliation(s)
- Michael O'Connor
- J. W. Wilson Laboratory, Department of Molecular and Cellular Biology and Biochemistry, 69 Brown Street, Brown University, Providence, RI 02912, USA. michael_o'
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41
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Bamford JK, Bamford DH. A new mutant class, made by targeted mutagenesis, of phage PRD1 reveals that protein P5 connects the receptor binding protein to the vertex. J Virol 2000; 74:7781-6. [PMID: 10933684 PMCID: PMC112307 DOI: 10.1128/jvi.74.17.7781-7786.2000] [Citation(s) in RCA: 34] [Impact Index Per Article: 1.4] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/20/2022] Open
Abstract
Phage PRD1 and adenovirus share a number of structural and functional similarities, one of which is the vertex organization at the fivefold-symmetry positions. We developed an in vitro mutagenesis system for the linear PRD1 genome in order to make targeted mutations. The role of protein P5 in the vertex structure was examined by this method. Mutation in gene V revealed that protein P5 is essential. The absence of P5 did not compromise the particle assembly or DNA packaging but led to a deficient vertex structure where the receptor binding protein P2, in addition to protein P5, was missing. P5(-) particles also lost their DNA upon purification. Based on this and previously published information we propose a spatial model for the spike structure at the vertices. This resembles to the corresponding structure in adenovirus.
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Affiliation(s)
- J K Bamford
- Department of Biosciences and Institute of Biotechnology, University of Helsinki, 00014 Helsinki, Finland.
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42
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Van Way SM, Hosking ER, Braun TF, Manson MD. Mot protein assembly into the bacterial flagellum: a model based on mutational analysis of the motB gene. J Mol Biol 2000; 297:7-24. [PMID: 10704303 DOI: 10.1006/jmbi.2000.3548] [Citation(s) in RCA: 40] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/22/2022]
Abstract
The 308 residue MotB protein anchors the stator complex of the Escherichia coli flagellar motor to the peptidoglycan of the cell wall. Together with MotA, it comprises the transmembrane channel that delivers protons to the motor. At the outset of the mutational analysis of MotB described here, we found that the non-motile phenotype of a DeltamotAB strain was rescued better by a pmotA(+)B(+) plasmid than the non-motile phenotype of a DeltamotB strain was rescued by a pmotB(+) plasmid. Transcription in each case was from the inducible tac promoter but relied on the native ribosome-binding site (RBS). This result confirms that translational coupling to motA is important for normal translation of the motB mRNA, since overproduction of MotA in trans did not improve complementation by pmotB. However, introduction of an optimized RBS into pmotB (to generate pmotB(o)) did. To dissect the function of the periplasmic domain of MotB, site-directed mutagenesis was used to replace Gln, Ser, and Tyr codons scattered throughout motB with amber (UAG) codons. Plasmid-borne motB(am) genes were introduced into sup(o), supE, and supF strains to see what motility defects were imposed by particular amber mutations and whether the defects could be suppressed by amber-suppressor tRNAs inserting the native or heterologous amino acids. Amber mutations at codon 268 or earlier in pmotB, and at codon 261 or earlier in pmotB(o) or pmotAB, eliminated motility. Thus, in agreement with the deletion analysis of motB by another laboratory, we conclude that the portion of MotB carboxyl-terminal to its peptidoglycan-binding motif (residues 161 to 264) is not essential. In strains containing supE or supF alleles, motility defects associated with motB(am) mutations were suppressed weakly, if at all, in pmotB. In contrast, motility defects conferred by most motB(am) mutations in pmotB(o) or pmotAB could be suppressed to a significant extent. However, the S18(am), Q100(am), Q112(am), Q124(am), Y201(am), and Y208(am) mutations were still suppressed extremely poorly. Full-length MotB was present at very low levels in suppressor strains containing the first four mutations, but Y201(am) and Y208(am) were suppressed efficiently at the translational level. We suggest that a translational pause by suppressor tRNAs reading UAG at these two positions may divert the nascent polypeptide into an alternative folding pathway that traps MotB in a non-functional conformation. We further propose that MotA and MotB form a stable pre-assembly complex in the membrane. In this complex, MotB exists in a form that cannot associate with peptidoglycan and blocks the proton-conducting channel. Opening of the channel and attachment to the cell wall may occur when the complex collides with a flagellar basal body and MotA makes specific contacts with the C ring and/or the MS ring.
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Affiliation(s)
- S M Van Way
- Department of Biology, Texas A&M University, TX 77843-3258, USA
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43
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Liu Z, Reches M, Engelberg-Kulka H. A sequence in the Escherichia coli fdhF "selenocysteine insertion Sequence" (SECIS) operates in the absence of selenium. J Mol Biol 1999; 294:1073-86. [PMID: 10600367 DOI: 10.1006/jmbi.1999.3307] [Citation(s) in RCA: 19] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/22/2022]
Abstract
The UGA codon context of the Escherichia coli fdhF mRNA includes an element called the selenocysteine insertion sequence (SECIS) that is responsible for the UGA-directed incorporation of the amino acid selenocysteine into a protein. Here, we describe an extended fdhF SECIS that includes the information for an additional function: the prevention of UGA readthrough under conditions of selenium deficiency. This information is contained in a short mRNA region consisting of a single C residue adjacent to the UGA on its downstream side, and an additional segment consisting of the six nucleotides immediately upstream from it. These two regions act independently and additively, and probably through different mechanisms. The single C residue acts as itself; the upstream region acts at the level of the two amino acids, arginine and valine, for which it codes. These two codons at the 5' side of the UGA correspond to the ribosomal E and P sites. Here, we present a model for the E. coli fdhF SECIS as a multifunctional RNA structure containing three functional elements. Depending on the availability of selenium, the SECIS enables one of two alternatives for the translational machinery: either selenocysteine incorporation into a polypeptide or termination of the polypeptide chain.
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Affiliation(s)
- Z Liu
- Department of Molecular Biology, Hebrew University-Hadassah Medical School, Jerusalem, 91120, Israel
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44
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Zhang S, Rydén-Aulin M, Isaksson LA. Interaction between a mutant release factor one and P-site peptidyl-tRNA is influenced by the identity of the two bases downstream of the stop codon UAG. FEBS Lett 1999; 455:355-8. [PMID: 10437803 DOI: 10.1016/s0014-5793(99)00912-6] [Citation(s) in RCA: 9] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/01/2022]
Abstract
Termination efficiency of a mutant form of RF (release facor) 1, as compared to the wild-type enzyme, is influenced by the P-site peptidyl-tRNA if the termination signal is UAGA. This effect is weaker at the stronger termination signal UAGU. Similarly, low efficiency of the mutant RF1, together with certain peptidyl-tRNAs, can be increased by changing the second base of the 3'-flanking codon from C to G. The data suggest that the mutant RF1 interacts with the P-site peptidyl-tRNA in conjunction with the context at the 3'-side of the termination codon.
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Affiliation(s)
- S Zhang
- Department of Microbiology, Stockholm University, Sweden
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45
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Wuitschick JD, Karrer KM. Analysis of genomic G + C content, codon usage, initiator codon context and translation termination sites in Tetrahymena thermophila. J Eukaryot Microbiol 1999; 46:239-47. [PMID: 10377985 DOI: 10.1111/j.1550-7408.1999.tb05120.x] [Citation(s) in RCA: 47] [Impact Index Per Article: 1.9] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/30/2022]
Abstract
In recent years, the amount of molecular sequencing data from Tetrahymena thermophila has dramatically increased. We analyzed G + C content, codon usage, initiator codon context and stop codon sites in the extremely A + T rich genome of this ciliate. Average G + C content was 38% for protein coding regions, 21% for 5' non-coding sequences, 19% for 3' non-coding sequences, 15% for introns, 19% for micronuclear limited sequences and 17% for macronuclear retained sequences flanking micronuclear specific regions. The 75 available T. thermophila protein coding sequences favored codons ending in T and, where possible, avoided those with G in the third position. Highly expressed genes were relatively G + C-rich and exhibited an extremely biased pattern of codon usage while developmentally regulated genes were more A + T-rich and showed less codon usage bias. Regions immediately preceding Tetrahymena translation initiator codons were generally A-rich. For the 60 stop codons examined, the frequency of G in the end + 1 site was much higher than expected whereas C never occupied this position.
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Affiliation(s)
- J D Wuitschick
- Department of Biology, Marquette University, Milwaukee, Wisconsin 53201-1881, USA
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46
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Poole ES, Major LL, Mannering SA, Tate WP. Translational termination in Escherichia coli: three bases following the stop codon crosslink to release factor 2 and affect the decoding efficiency of UGA-containing signals. Nucleic Acids Res 1998; 26:954-60. [PMID: 9461453 PMCID: PMC147352 DOI: 10.1093/nar/26.4.954] [Citation(s) in RCA: 55] [Impact Index Per Article: 2.1] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 02/06/2023] Open
Abstract
The observations that the Escherichia coli release factor 2 (RF2) crosslinks with the base following the stop codon (+4 N), and that the identity of this base strongly influences the decoding efficiency of stop signals, stimulated us to determine whether there was a more extended termination signal for RF2 recognition. Analysis of the 3' contexts of the 1248 genes in the E.coli genome terminating with UGA showed a strong bias for U in the +4 position and a general bias for A and against C in most positions to +10, consistent with the concept of an extended sequence element. Site-directed crosslinking occurred to RF2 from a thio-U sited at the +4, +5 and +6 bases following the UGA stop codon but not beyond (+7 to +10). Varying the +4 to +6 bases modulated the strength of the crosslink from the +1 invariant U to RF2. A strong selection bias for particular bases in the +4 to +6 positions of certain E. coli UGANNN termination sites correlated in some cases with crosslinking efficiency to RF2 and in vivo termination signal strength. These data suggest that RF2 may recognise at least a hexanucleotide UGA-containing sequence and that particular base combinations within this sequence influence termination signal decoding efficiency.
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Affiliation(s)
- E S Poole
- Department of Biochemistry and Centre for Gene Research, University of Otago, PO Box 56, Dunedin, New Zealand
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Cload ST, Liu DR, Froland WA, Schultz PG. Development of improved tRNAs for in vitro biosynthesis of proteins containing unnatural amino acids. CHEMISTRY & BIOLOGY 1996; 3:1033-8. [PMID: 9000011 DOI: 10.1016/s1074-5521(96)90169-6] [Citation(s) in RCA: 58] [Impact Index Per Article: 2.1] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 02/03/2023]
Abstract
BACKGROUND Chemically aminoacylated suppressor tRNAs have previously been used in vitro to generate mutant proteins in which unnatural amino acids are incorporated site-specifically. Although the existing methodology often provides adequate quantities of mutant proteins, the suppression efficiencies of some unnatural amino acids are not high enough to yield useful amounts of protein. In an effort to make this useful mutagenesis strategy more general, we report here the results of a search to find alternative tRNAs as a way of increasing suppression efficiencies. RESULTS Three suppressor tRNAs have been generated by runoff transcription and their ability to deliver unnatural amino acids site-specifically into proteins has been assessed in an E. coli-derived in vitro transcription/translation system. Analysis of their ability to insert both polar and nonpolar residues in response to an amber codon in two proteins suggests that an E. coli tRNAAsn-derived suppressor offers a significant improvement in suppression efficiency over other previously used tRNAs. CONCLUSIONS Use of an E. coli tRNAAsn-derived suppressor may provide substantially higher yields of proteins containing unnatural amino acids, in addition to offering a broader tolerance for polar amino acids. A comparison of suppressor tRNAs derived from tRNAAsn, tRNAGln or tRNAAsp with that derived from tRNAPhe supports emerging evidence that the identity of an amino acid may be important in message recognition.
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Affiliation(s)
- S T Cload
- Howard Hughes Medical Institute, Department of Chemistry, University of California, Berkeley, CA 94720, USA
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Urban C, Zerfass K, Fingerhut C, Beier H. UGA suppression by tRNACmCATrp occurs in diverse virus RNAs due to a limited influence of the codon context. Nucleic Acids Res 1996; 24:3424-30. [PMID: 8811098 PMCID: PMC146097 DOI: 10.1093/nar/24.17.3424] [Citation(s) in RCA: 27] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 02/02/2023] Open
Abstract
We have recently identified chloroplast and cytoplasmic tRNACmCATrp as the first natural UGA suppressor tRNAs in plants. The interaction of these tRNAs with UGA involves a Cm: A mismatch at the first anticodon position. We show here that tRNACmCATrp is incapable of misreading UAA and UAG codons in vitro, implying that unconventional base pairs are not tolerated in the middle anticodon position. Furthermore, we demonstrate that the ability of tRNACmCATrp to promote UGA read-through depends on a quite simple codon context. Part of the sequence surrounding the leaky UGA stop codon in tobacco rattle virus RNA-1 was subcloned into a zein reporter gene and read-through efficiency was measured by translation of RNA transcripts in wheat germ extract. A number of mutations in the codons adjacent to the UGA were introduced by site-directed mutagenesis. It was found that single nucleotide exchanges at either side of the UGA had little effect on read-through efficiency. A pronounced influence on suppression by tRNACmCATrp was seen only if 2 or 3 nt at the 3'-side of the UGA codon had been simultaneously replaced. As a consequence of the flexible codon context accepted by tRNACmCATrp, this tRNA is able to misread the UGA in a number of plant and animal viral RNAs that use translational read-through for expression of some of their genes.
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Affiliation(s)
- C Urban
- Institut für Biochemie, Bayerische Julius-Maximilians-Universität, Würzburg, Germany
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Major LL, Poole ES, Dalphin ME, Mannering SA, Tate WP. Is the in-frame termination signal of the Escherichia coli release factor-2 frameshift site weakened by a particularly poor context? Nucleic Acids Res 1996; 24:2673-8. [PMID: 8758994 PMCID: PMC145990 DOI: 10.1093/nar/24.14.2673] [Citation(s) in RCA: 23] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 02/02/2023] Open
Abstract
The synthesis of release factor-2 (RF-2) in bacteria is regulated by a high efficiency +1 frameshifting event at an in-frame UGA stop codon. The stop codon does not specify the termination of synthesis efficiently because of several upstream stimulators for frameshifting. This study focusses on whether the particular context of the stop codon within the frameshift site of the Escherichia coli RF-2 mRNA contributes to the poor efficiency of termination. The context of UGA in this recoding site is rare at natural termination sites in E.coli genes. We have evaluated how the three nucleotides downstream from the stop codon (+4, +5 and +6 positions) in the native UGACUA sequence affect the competitiveness of the termination codon against the frameshifting event. Changing the C in the +4 position and, separately, the A in the +6 position significantly increase the termination signal strength at the frameshift site, whereas the nucleotide in the +5 position had little influence. The efficiency of particular termination signals as a function of the +4 or +6 nucleotides correlates with how often they occur at natural termination sites in E.coli; strong signals occur more frequently and weak signals are less common.
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Affiliation(s)
- L L Major
- Department of Biochemistry, University of Otago, Dunedin, New Zealand
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Busch M, Mayer U, Jürgens G. Molecular analysis of the Arabidopsis pattern formation of gene GNOM: gene structure and intragenic complementation. MOLECULAR & GENERAL GENETICS : MGG 1996; 250:681-91. [PMID: 8628228 DOI: 10.1007/bf02172979] [Citation(s) in RCA: 52] [Impact Index Per Article: 1.9] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 02/01/2023]
Abstract
The GNOM gene is required for pattern formation along the main body axis of the embryo in the flowering plant Arabidopsis thaliana. Mutations in the GNOM gene alter the asymmetric division of the zygote and interfere with the formation of distinct apical-basal regions in the developing embryo. We have isolated the GNOM gene by positional cloning, characterised its structure and determined the molecular lesions in mutant alleles. Although the predicted 163 kDa GNOM protein has a conserved domain in common with the yeast secretory protein Sec7p, it is most closely related in size and overall similarity to the product of the yeast YEC2 gene, which is not essential for cell viability. Four fully complementing gnom alleles carry missense mutations in conserved regions, seven partially complementing alleles have premature stop codon mutations and two non-complementing alleles have splice-site lesions. Our results suggest that the GNOM protein acts as a complex of identical subunits and that partial complementation may involve low levels of full-length protein generated by inefficient translational read-through.
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Affiliation(s)
- M Busch
- Institut für Genetik and Mikrobiologie, Universität München, Federal Republic of Germany
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