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Evfratov SA, Osterman IA, Komarova ES, Pogorelskaya AM, Rubtsova MP, Zatsepin TS, Semashko TA, Kostryukova ES, Mironov AA, Burnaev E, Krymova E, Gelfand MS, Govorun VM, Bogdanov AA, Sergiev PV, Dontsova OA. Application of sorting and next generation sequencing to study 5΄-UTR influence on translation efficiency in Escherichia coli. Nucleic Acids Res 2017; 45:3487-3502. [PMID: 27899632 PMCID: PMC5389652 DOI: 10.1093/nar/gkw1141] [Citation(s) in RCA: 40] [Impact Index Per Article: 5.0] [Reference Citation Analysis] [Abstract] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/31/2016] [Accepted: 10/31/2016] [Indexed: 12/24/2022] Open
Abstract
Yield of protein per translated mRNA may vary by four orders of magnitude. Many studies analyzed the influence of mRNA features on the translation yield. However, a detailed understanding of how mRNA sequence determines its propensity to be translated is still missing. Here, we constructed a set of reporter plasmid libraries encoding CER fluorescent protein preceded by randomized 5΄ untranslated regions (5΄-UTR) and Red fluorescent protein (RFP) used as an internal control. Each library was transformed into Escherchia coli cells, separated by efficiency of CER mRNA translation by a cell sorter and subjected to next generation sequencing. We tested efficiency of translation of the CER gene preceded by each of 48 natural 5΄-UTR sequences and introduced random and designed mutations into natural and artificially selected 5΄-UTRs. Several distinct properties could be ascribed to a group of 5΄-UTRs most efficient in translation. In addition to known ones, several previously unrecognized features that contribute to the translation enhancement were found, such as low proportion of cytidine residues, multiple SD sequences and AG repeats. The latter could be identified as translation enhancer, albeit less efficient than SD sequence in several natural 5΄-UTRs.
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Affiliation(s)
- Sergey A Evfratov
- Department of Chemistry, Faculty of Bioinformatics and Bioengeneering, Lomonosov Moscow State University, Moscow, 119992, Russia
| | - Ilya A Osterman
- Department of Chemistry, Faculty of Bioinformatics and Bioengeneering, Lomonosov Moscow State University, Moscow, 119992, Russia.,Skolkovo Institute of Science and Technology, Skolkovo, Moscow, 143025, Russia.,A.N. Belozersky Institute of Physico-Chemical Biology, Lomonosov Moscow State University, Moscow, 119992, Russia
| | - Ekaterina S Komarova
- Department of Chemistry, Faculty of Bioinformatics and Bioengeneering, Lomonosov Moscow State University, Moscow, 119992, Russia
| | - Alexandra M Pogorelskaya
- Department of Chemistry, Faculty of Bioinformatics and Bioengeneering, Lomonosov Moscow State University, Moscow, 119992, Russia
| | - Maria P Rubtsova
- Department of Chemistry, Faculty of Bioinformatics and Bioengeneering, Lomonosov Moscow State University, Moscow, 119992, Russia.,Skolkovo Institute of Science and Technology, Skolkovo, Moscow, 143025, Russia.,A.N. Belozersky Institute of Physico-Chemical Biology, Lomonosov Moscow State University, Moscow, 119992, Russia
| | - Timofei S Zatsepin
- Department of Chemistry, Faculty of Bioinformatics and Bioengeneering, Lomonosov Moscow State University, Moscow, 119992, Russia.,Skolkovo Institute of Science and Technology, Skolkovo, Moscow, 143025, Russia.,A.N. Belozersky Institute of Physico-Chemical Biology, Lomonosov Moscow State University, Moscow, 119992, Russia
| | - Tatiana A Semashko
- Research Institute for Physical-Chemical Medicine, FMBA, Moscow, 119435, Russia
| | - Elena S Kostryukova
- Research Institute for Physical-Chemical Medicine, FMBA, Moscow, 119435, Russia.,Moscow Institute of Physics and Technology, Dolgoprpudny, Moscow, 141700, Russia
| | - Andrey A Mironov
- Department of Chemistry, Faculty of Bioinformatics and Bioengeneering, Lomonosov Moscow State University, Moscow, 119992, Russia.,A.N. Belozersky Institute of Physico-Chemical Biology, Lomonosov Moscow State University, Moscow, 119992, Russia
| | - Evgeny Burnaev
- Skolkovo Institute of Science and Technology, Skolkovo, Moscow, 143025, Russia.,A.A. Kharkevich Institute for Information Transmission Problems, Russian Academy of Sciences, Moscow, 127051, Russia
| | - Ekaterina Krymova
- A.A. Kharkevich Institute for Information Transmission Problems, Russian Academy of Sciences, Moscow, 127051, Russia
| | - Mikhail S Gelfand
- Department of Chemistry, Faculty of Bioinformatics and Bioengeneering, Lomonosov Moscow State University, Moscow, 119992, Russia.,Skolkovo Institute of Science and Technology, Skolkovo, Moscow, 143025, Russia.,A.N. Belozersky Institute of Physico-Chemical Biology, Lomonosov Moscow State University, Moscow, 119992, Russia.,A.A. Kharkevich Institute for Information Transmission Problems, Russian Academy of Sciences, Moscow, 127051, Russia.,National Research University Higher School of Economics, Moscow, 123458, Russia
| | - Vadim M Govorun
- Research Institute for Physical-Chemical Medicine, FMBA, Moscow, 119435, Russia
| | - Alexey A Bogdanov
- Department of Chemistry, Faculty of Bioinformatics and Bioengeneering, Lomonosov Moscow State University, Moscow, 119992, Russia.,A.N. Belozersky Institute of Physico-Chemical Biology, Lomonosov Moscow State University, Moscow, 119992, Russia
| | - Petr V Sergiev
- Department of Chemistry, Faculty of Bioinformatics and Bioengeneering, Lomonosov Moscow State University, Moscow, 119992, Russia.,Skolkovo Institute of Science and Technology, Skolkovo, Moscow, 143025, Russia.,A.N. Belozersky Institute of Physico-Chemical Biology, Lomonosov Moscow State University, Moscow, 119992, Russia
| | - Olga A Dontsova
- Department of Chemistry, Faculty of Bioinformatics and Bioengeneering, Lomonosov Moscow State University, Moscow, 119992, Russia.,Skolkovo Institute of Science and Technology, Skolkovo, Moscow, 143025, Russia.,A.N. Belozersky Institute of Physico-Chemical Biology, Lomonosov Moscow State University, Moscow, 119992, Russia
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Liu P, Chen Y, Wang D, Tang Y, Tang H, Song H, Sun Q, Zhang Y, Liu Z. Genetic Selection of Peptide Aptamers That Interact and Inhibit Both Small Protein B and Alternative Ribosome-Rescue Factor A of Aeromonas veronii C4. Front Microbiol 2016; 7:1228. [PMID: 27588015 PMCID: PMC4988972 DOI: 10.3389/fmicb.2016.01228] [Citation(s) in RCA: 11] [Impact Index Per Article: 1.2] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/24/2016] [Accepted: 07/22/2016] [Indexed: 12/29/2022] Open
Abstract
Aeromonas veronii is a pathogenic gram-negative bacterium, which infects a variety of animals and results in mass mortality. The stalled-ribosome rescues are reported to ensure viability and virulence under stress conditions, of which primarily include trans-translation and alternative ribosome-rescue factor A (ArfA) in A. veronii. For identification of specific peptides that interact and inhibit the stalled-ribosome rescues, peptide aptamer library (pTRG-SN-peptides) was constructed using pTRG as vector and Staphylococcus aureus nuclease (SN) as scaffold protein, in which 16 random amino acids were introduced to form an exposed surface loop. In the meantime both Small Protein B (SmpB) which acts as one of the key components in trans-translation, and ArfA were inserted to pBT to constitute pBT-SmpB and pBT-ArfA, respectively. The peptide aptamer PA-2 was selected from pTRG-SN-peptides by bacterial two-hybrid system (B2H) employing pBT-SmpB or pBT-ArfA as baits. The conserved sites G133K134 and D138K139R140 of C-terminal SmpB were identified by interacting with N-terminal SN, and concurrently the residue K62 of ArfA was recognized by interacting with the surface loop of the specific peptide aptamer PA-2. The expression plasmids pN-SN or pN-PA-2, which combined the duplication origin of pRE112 with the neokanamycin promoter expressing SN or PA-2, were created and transformed into A. veronii C4, separately. The engineered A. veronii C4 which endowing SN or PA-2 expression impaired growth capabilities under stress conditions including temperatures, sucrose, glucose, potassium chloride (KCl) and antibiotics, and the stress-related genes rpoS and nhaP were down-regulated significantly by Quantitative Real-time PCR (qRT-PCR) when treating in 2.0% KCl. Thus, the engineered A. veronii C4 conferring PA-2 expression might be potentially attenuated vaccine, and also the peptide aptamer PA-2 could develop as anti-microbial drugs targeted to the ribosome rescued factors in A. veronii.
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Affiliation(s)
- Peng Liu
- Department of Biology, College of Sciences, Shantou University Shantou, China
| | - Yong Chen
- Hainan Key Laboratory for Sustainable Utilization of Tropical Bioresources, College of Agriculture, Hainan University Haikou, China
| | - Dan Wang
- Hainan Key Laboratory for Sustainable Utilization of Tropical Bioresources, College of Agriculture, Hainan University Haikou, China
| | - Yanqiong Tang
- Hainan Key Laboratory for Sustainable Utilization of Tropical Bioresources, College of Agriculture, Hainan University Haikou, China
| | - Hongqian Tang
- Hainan Key Laboratory for Sustainable Utilization of Tropical Bioresources, College of Agriculture, Hainan University Haikou, China
| | - Haichao Song
- Hainan Key Laboratory for Sustainable Utilization of Tropical Bioresources, College of Agriculture, Hainan University Haikou, China
| | - Qun Sun
- Department of Biotechnology, College of Life Sciences, Sichuan University Chengdu, China
| | - Yueling Zhang
- Department of Biology, College of Sciences, Shantou University Shantou, China
| | - Zhu Liu
- Hainan Key Laboratory for Sustainable Utilization of Tropical Bioresources, College of Agriculture, Hainan University Haikou, China
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Reverdatto S, Rai V, Xue J, Burz DS, Schmidt AM, Shekhtman A. Combinatorial library of improved peptide aptamers, CLIPs to inhibit RAGE signal transduction in mammalian cells. PLoS One 2013; 8:e65180. [PMID: 23785412 PMCID: PMC3681763 DOI: 10.1371/journal.pone.0065180] [Citation(s) in RCA: 23] [Impact Index Per Article: 1.9] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/24/2013] [Accepted: 04/23/2013] [Indexed: 01/28/2023] Open
Abstract
Peptide aptamers are small proteins containing a randomized peptide sequence embedded into a stable protein scaffold, such as Thioredoxin. We developed a robust method for building a Combinatorial Library of Improved Peptide aptamers (CLIPs) of high complexity, containing ≥3×1010 independent clones, to be used as a molecular tool in the study of biological pathways. The Thioredoxin scaffold was modified to increase solubility and eliminate aggregation of the peptide aptamers. The CLIPs was used in a yeast two-hybrid screen to identify peptide aptamers that bind to various domains of the Receptor for Advanced Glycation End products (RAGE). NMR spectroscopy was used to identify interaction surfaces between the peptide aptamers and RAGE domains. Cellular functional assays revealed that in addition to directly interfering with known binding sites, peptide aptamer binding distal to ligand sites also inhibits RAGE ligand-induced signal transduction. This finding underscores the potential of using CLIPs to select allosteric inhibitors of biological targets.
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Affiliation(s)
- Sergey Reverdatto
- Department of Chemistry, State University of New York at Albany, Albany, New York, United States of America
| | - Vivek Rai
- Langone Medical Center, New York University, New York, New York, United States of America
| | - Jing Xue
- Department of Chemistry, State University of New York at Albany, Albany, New York, United States of America
| | - David S. Burz
- Department of Chemistry, State University of New York at Albany, Albany, New York, United States of America
| | - Ann Marie Schmidt
- Langone Medical Center, New York University, New York, New York, United States of America
| | - Alexander Shekhtman
- Department of Chemistry, State University of New York at Albany, Albany, New York, United States of America
- * E-mail:
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Lai A, Cairns MJ, Tran N, Zhang HP, Cullen L, Arndt GM. RNA modulators of complex phenotypes in mammalian cells. PLoS One 2009; 4:e4758. [PMID: 19270743 PMCID: PMC2650256 DOI: 10.1371/journal.pone.0004758] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [Abstract] [MESH Headings] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/11/2008] [Accepted: 02/12/2009] [Indexed: 12/03/2022] Open
Abstract
RNA-mediated gene silencing, in the form of RNA interference (RNAi) or microRNAs (miRNAs) has provided novel tools for gene discovery and validation in mammalian cells. Here, we report on the construction and application of a random small RNA expression library for use in identifying small interfering RNA (siRNA) effectors that can modify complex cellular phenotypes in mammalian cells. The library is based in a retroviral vector and uses convergent promoters to produce unique small complementary RNAs. Using this library, we identify a range of small RNA-encoding gene inserts that overcome resistance to 5-fluorouracil (5-FU)- or tumour necrosis factor alpha (TNF-α)- induced cell death in colorectal cancer cells. We demonstrate the utility of this technology platform by identifying a key RNA effector, in the form of a siRNA, which overcomes cell death induced by the chemotherapeutic 5-FU. The technology described has the potential to identify both functional RNA modulators capable of altering physiological systems and the cellular target genes altered by these modulators.
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Affiliation(s)
- Angela Lai
- Johnson and Johnson Research Pty Ltd, Australian Technology Park, Eveleigh, New South Wales, Australia
| | - Murray J. Cairns
- Johnson and Johnson Research Pty Ltd, Australian Technology Park, Eveleigh, New South Wales, Australia
| | - Nham Tran
- Johnson and Johnson Research Pty Ltd, Australian Technology Park, Eveleigh, New South Wales, Australia
- The Sydney Head and Neck Cancer Institute, Sydney Cancer Centre, Royal Prince Alfred Hospital and University of Sydney, Sydney, New South Wales, Australia
| | - Hong-Ping Zhang
- Johnson and Johnson Research Pty Ltd, Australian Technology Park, Eveleigh, New South Wales, Australia
| | - Lara Cullen
- Johnson and Johnson Research Pty Ltd, Australian Technology Park, Eveleigh, New South Wales, Australia
| | - Greg M. Arndt
- Johnson and Johnson Research Pty Ltd, Australian Technology Park, Eveleigh, New South Wales, Australia
- * E-mail:
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Eklund JL, Ulge UY, Eastberg J, Monnat RJ. Altered target site specificity variants of the I-PpoI His-Cys box homing endonuclease. Nucleic Acids Res 2007; 35:5839-50. [PMID: 17720708 PMCID: PMC2034468 DOI: 10.1093/nar/gkm624] [Citation(s) in RCA: 14] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/17/2022] Open
Abstract
We used a yeast one-hybrid assay to isolate and characterize variants of the eukaryotic homing endonuclease I-PpoI that were able to bind a mutant, cleavage-resistant I-PpoI target or ‘homing’ site DNA in vivo. Native I-PpoI recognizes and cleaves a semi-palindromic 15-bp target site with high specificity in vivo and in vitro. This target site is present in the 28S or equivalent large subunit rDNA genes of all eukaryotes. I-PpoI variants able to bind mutant target site DNA had from 1 to 8 amino acid substitutions in the DNA–protein interface. Biochemical characterization of these proteins revealed a wide range of site–binding affinities and site discrimination. One-third of variants were able to cleave target site DNA, but there was no systematic relationship between site-binding affinity and site cleavage. Computational modeling of several variants provided mechanistic insight into how amino acid substitutions that contact, or are adjacent to, specific target site DNA base pairs determine I-PpoI site-binding affinity and site discrimination, and may affect cleavage efficiency.
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Affiliation(s)
- Jennifer L. Eklund
- Department of Genome Sciences, Department of Pathology, the Molecular and Cellular Biology Program, University of Washington, Seattle, WA and Fred Hutchinson Cancer Research Center, Seattle, WA, USA
| | - Umut Y. Ulge
- Department of Genome Sciences, Department of Pathology, the Molecular and Cellular Biology Program, University of Washington, Seattle, WA and Fred Hutchinson Cancer Research Center, Seattle, WA, USA
| | - Jennifer Eastberg
- Department of Genome Sciences, Department of Pathology, the Molecular and Cellular Biology Program, University of Washington, Seattle, WA and Fred Hutchinson Cancer Research Center, Seattle, WA, USA
| | - Raymond J. Monnat
- Department of Genome Sciences, Department of Pathology, the Molecular and Cellular Biology Program, University of Washington, Seattle, WA and Fred Hutchinson Cancer Research Center, Seattle, WA, USA
- *To whom correspondence should be addressed. 206 616 7392206 543 3967
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