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Najeh S, Zandi K, Kharma N, Perreault J. Computational design and experimental verification of pseudoknotted ribozymes. RNA 2023; 29:764-776. [PMID: 36868786 PMCID: PMC10187678 DOI: 10.1261/rna.079148.122] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 03/02/2022] [Accepted: 05/27/2022] [Indexed: 05/18/2023]
Abstract
The design of new RNA sequences that retain the function of a model RNA structure is a challenge in bioinformatics because of the structural complexity of these molecules. RNA can fold into its secondary and tertiary structures by forming stem-loops and pseudoknots. A pseudoknot is a set of base pairs between a region within a stem-loop and nucleotides outside of this stem-loop; this motif is very important for numerous functional structures. It is important for any computational design algorithm to take into account these interactions to give a reliable result for any structures that include pseudoknots. In our study, we experimentally validated synthetic ribozymes designed by Enzymer, which implements algorithms allowing for the design of pseudoknots. Enzymer is a program that uses an inverse folding approach to design pseudoknotted RNAs; we used it in this study to design two types of ribozymes. The ribozymes tested were the hammerhead and the glmS, which have a self-cleaving activity that allows them to liberate the new RNA genome copy during rolling-circle replication or to control the expression of the downstream genes, respectively. We demonstrated the efficiency of Enzymer by showing that the pseudoknotted hammerhead and glmS ribozymes sequences it designed were extensively modified compared to wild-type sequences and were still active.
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Affiliation(s)
- Sabrine Najeh
- INRS - Institut Armand-Frappier, Laval, QC H7V 1B7, Canada
| | - Kasra Zandi
- Software Engineering and Computer Science Department, Concordia University, Montreal, Quebec H3G 1M8, Canada
| | - Nawwaf Kharma
- Electrical and Computer Engineering Department, Concordia University, Montreal, Quebec H3G 1M8, Canada
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Abstract
Due to the steady rise of multidrug-resistant pathogenic bacteria worldwide, it is critical to develop novel antibacterial drugs. This article presents chimeric antisense oligonucleotides that inhibit the bacterial growth of Staphylococcus aureus, one of the most frequent causes of hospital-acquired infections. The chimeric antisense oligonucleotides have a combination of first- and second-generation chemical modification. To deliver the antisense oligonucleotides into a cell, we apply a cell-penetrating oligopeptide attached to them. We have performed complete bioinformatics analyses of the glmS ribozyme present in S. aureus and its essential role in the biochemical pathway of glucosamine-6-phosphate synthesis. Besides, we have analyzed the bacteria for alternative metabolic pathways, such as the nagA gene. The first antisense oligonucleotide explicitly targets the glmS riboswitch, while the second explicitly targets the nagA mRNA. We have evaluated that combined, the antisense oligonucleotides block the synthesis of glucosamine-6-phosphate entirely and inhibit the bacterial growth of S. aureus. However, the glmS riboswitch targeting the antisense oligonucleotide is sufficient to inhibit the growth of S. aureus with a MIC80 of 5 μg/mL. The glmS ribozyme is a very suitable target for antibacterial drug development with antisense oligonucleotides.
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Affiliation(s)
- Martina Traykovska
- Department of Genetics, Faculty of Biology, Sofia University “St. Kliment Ohridski”, 8 Dragan Tzankov Boulevard, 1164 Sofia, Bulgaria
| | - Katya B. Popova
- Department of Genetics, Faculty of Biology, Sofia University “St. Kliment Ohridski”, 8 Dragan Tzankov Boulevard, 1164 Sofia, Bulgaria
| | - Robert Penchovsky
- Department of Genetics, Faculty of Biology, Sofia University “St. Kliment Ohridski”, 8 Dragan Tzankov Boulevard, 1164 Sofia, Bulgaria
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Niu T, Liu Y, Li J, Koffas M, Du G, Alper HS, Liu L. Engineering a Glucosamine-6-phosphate Responsive glmS Ribozyme Switch Enables Dynamic Control of Metabolic Flux in Bacillus subtilis for Overproduction of N-Acetylglucosamine. ACS Synth Biol 2018; 7:2423-2435. [PMID: 30138558 DOI: 10.1021/acssynbio.8b00196] [Citation(s) in RCA: 35] [Impact Index Per Article: 5.8] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/29/2022]
Abstract
Bacillus subtilis is a typical industrial microorganism and is widely used in industrial biotechnology, particularly for nutraceutical production. There are many studies on the static metabolic engineering of B. subtilis, whereas there are few reports on dynamic metabolic engineering due to the lack of appropriate elements. Here, we established a dynamic reprogramming strategy for reconstructing metabolic networks in B. subtilis, using a typical nutraceutical, N-acetylglucosamine (GlcNAc), as a model product and the glmS (encoding glucosamine-6-phosphate synthase) ribozyme as an engineering element. First, a trp terminator was introduced to effectively release the glmS ribozyme feedback inhibition. Further, we engineered the native glucosamine-6-phosphate (GlcN6P) responsive glmS ribozyme switch to dynamically control the metabolic flux in B. subtilis for overproduction of GlcNAc. With GlcN6P as a ligand, the native sensor glmS ribozyme is integrated at the 5'- of phosphoglucosamine mutase and 6-phosphofructokinase genes to decrease the flux dynamically toward the peptidoglycan synthesis and glycolysis pathway, respectively. The glmS ribozyme mutant M5 ( glmS ribozyme cleavage site AG → GG) with decreased ribozyme activity is integrated at the 5'- of glucose-6-phosphate isomerase gene to increase the flux dynamically toward the GlcNAc synthesis pathway. This strategy increased the GlcNAc titer from 9.24 to 18.45 g/L, and the specific GlcNAc productivity from 0.53 to 1.21 g GlcNAc/g cell. Since GlcN6P is involved in the biosynthesis of various products, here the developed strategy for multiple target dynamic engineering of metabolic pathways can be generally used in B. subtilis and other industrial microbes for chemical production.
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Affiliation(s)
- Tengfei Niu
- Key Laboratory of Carbohydrate Chemistry and Biotechnology, Ministry of Education, Jiangnan University, Wuxi 214122, China
- Key Laboratory of Industrial Biotechnology, Ministry of Education, Jiangnan University, Wuxi 214122, China
| | - Yanfeng Liu
- Key Laboratory of Carbohydrate Chemistry and Biotechnology, Ministry of Education, Jiangnan University, Wuxi 214122, China
- Key Laboratory of Industrial Biotechnology, Ministry of Education, Jiangnan University, Wuxi 214122, China
| | - Jianghua Li
- Key Laboratory of Carbohydrate Chemistry and Biotechnology, Ministry of Education, Jiangnan University, Wuxi 214122, China
- Key Laboratory of Industrial Biotechnology, Ministry of Education, Jiangnan University, Wuxi 214122, China
| | - Mattheos Koffas
- Department of Chemical and Biological Engineering, Rensselaer Polytechnic Institute, Troy, New York 12180, United States
- Department of Biological Sciences, Rensselaer Polytechnic Institute, Troy, New York 12180, United States
| | - Guocheng Du
- Key Laboratory of Carbohydrate Chemistry and Biotechnology, Ministry of Education, Jiangnan University, Wuxi 214122, China
- Key Laboratory of Industrial Biotechnology, Ministry of Education, Jiangnan University, Wuxi 214122, China
| | - Hal S. Alper
- McKetta Department of Chemical Engineering, The University of Texas at Austin, Austin, Texas 78712, United States
- Institute for Cellular and Molecular Biology, The University of Texas at Austin, Austin, Texas 78712, United States
| | - Long Liu
- Key Laboratory of Carbohydrate Chemistry and Biotechnology, Ministry of Education, Jiangnan University, Wuxi 214122, China
- Key Laboratory of Industrial Biotechnology, Ministry of Education, Jiangnan University, Wuxi 214122, China
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Aroonsri A, Akinola O, Posayapisit N, Songsungthong W, Uthaipibull C, Kamchonwongpaisan S, Gbotosho GO, Yuthavong Y, Shaw PJ. Identifying antimalarial compounds targeting dihydrofolate reductase-thymidylate synthase (DHFR-TS) by chemogenomic profiling. Int J Parasitol 2016; 46:527-35. [PMID: 27150044 DOI: 10.1016/j.ijpara.2016.04.002] [Citation(s) in RCA: 21] [Impact Index Per Article: 2.6] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/21/2016] [Revised: 04/07/2016] [Accepted: 04/08/2016] [Indexed: 02/04/2023]
Abstract
The mode of action of many antimalarial drugs is unknown. Chemogenomic profiling is a powerful method to address this issue. This experimental approach entails disruption of gene function and phenotypic screening for changes in sensitivity to bioactive compounds. Here, we describe the application of reverse genetics for chemogenomic profiling in Plasmodium. Plasmodium falciparum parasites harbouring a transgenic insertion of the glmS ribozyme downstream of the dihydrofolate reductase-thymidylate synthase (DHFR-TS) gene were used for chemogenomic profiling of antimalarial compounds to identify those which target DHFR-TS. DHFR-TS expression can be attenuated by exposing parasites to glucosamine. Parasites with attenuated DHFR-TS expression were significantly more sensitive to antifolate drugs known to target DHFR-TS. In contrast, no change in sensitivity to other antimalarial drugs with different modes of action was observed. Chemogenomic profiling was performed using the Medicines for Malaria Venture (Switzerland) Malaria Box compound library, and two compounds were identified as novel DHFR-TS inhibitors. We also tested the glmS ribozyme in Plasmodium berghei, a rodent malaria parasite. The expression of reporter genes with downstream glmS ribozyme could be attenuated in transgenic parasites comparable with that obtained in P. falciparum. The chemogenomic profiling method was applied in a P. berghei line expressing a pyrimethamine-resistant Toxoplasma gondii DHFR-TS reporter gene under glmS ribozyme control. Parasites with attenuated expression of this gene were significantly sensitised to antifolates targeting DHFR-TS, but not other drugs with different modes of action. In conclusion, these data show that the glmS ribozyme reverse genetic tool can be applied for identifying primary targets of antimalarial compounds in human and rodent malaria parasites.
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Affiliation(s)
- Aiyada Aroonsri
- National Center for Genetic Engineering and Biotechnology (BIOTEC), National Science and Technology Development Agency (NSTDA), 113 Thailand Science Park, Thanon Phahonyothin, Tambon Khlong Neung, Amphoe Khlong Luang, Pathum Thani 12120, Thailand
| | - Olugbenga Akinola
- National Center for Genetic Engineering and Biotechnology (BIOTEC), National Science and Technology Development Agency (NSTDA), 113 Thailand Science Park, Thanon Phahonyothin, Tambon Khlong Neung, Amphoe Khlong Luang, Pathum Thani 12120, Thailand; Department of Pharmacology and Therapeutics, University of Ibadan, Ibadan, Nigeria
| | - Navaporn Posayapisit
- National Center for Genetic Engineering and Biotechnology (BIOTEC), National Science and Technology Development Agency (NSTDA), 113 Thailand Science Park, Thanon Phahonyothin, Tambon Khlong Neung, Amphoe Khlong Luang, Pathum Thani 12120, Thailand
| | - Warangkhana Songsungthong
- National Center for Genetic Engineering and Biotechnology (BIOTEC), National Science and Technology Development Agency (NSTDA), 113 Thailand Science Park, Thanon Phahonyothin, Tambon Khlong Neung, Amphoe Khlong Luang, Pathum Thani 12120, Thailand
| | - Chairat Uthaipibull
- National Center for Genetic Engineering and Biotechnology (BIOTEC), National Science and Technology Development Agency (NSTDA), 113 Thailand Science Park, Thanon Phahonyothin, Tambon Khlong Neung, Amphoe Khlong Luang, Pathum Thani 12120, Thailand
| | - Sumalee Kamchonwongpaisan
- National Center for Genetic Engineering and Biotechnology (BIOTEC), National Science and Technology Development Agency (NSTDA), 113 Thailand Science Park, Thanon Phahonyothin, Tambon Khlong Neung, Amphoe Khlong Luang, Pathum Thani 12120, Thailand
| | - Grace O Gbotosho
- Department of Pharmacology and Therapeutics, University of Ibadan, Ibadan, Nigeria
| | - Yongyuth Yuthavong
- National Center for Genetic Engineering and Biotechnology (BIOTEC), National Science and Technology Development Agency (NSTDA), 113 Thailand Science Park, Thanon Phahonyothin, Tambon Khlong Neung, Amphoe Khlong Luang, Pathum Thani 12120, Thailand
| | - Philip J Shaw
- National Center for Genetic Engineering and Biotechnology (BIOTEC), National Science and Technology Development Agency (NSTDA), 113 Thailand Science Park, Thanon Phahonyothin, Tambon Khlong Neung, Amphoe Khlong Luang, Pathum Thani 12120, Thailand.
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Di Tomasso G, Salvail-Lacoste A, Bouvette J, Omichinski JG, Legault P. Affinity purification of in vitro transcribed RNA with homogeneous ends using a 3'-ARiBo tag. Methods Enzymol 2015; 549:49-84. [PMID: 25432744 DOI: 10.1016/b978-0-12-801122-5.00003-9] [Citation(s) in RCA: 5] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/18/2022]
Abstract
Common approaches for purification of RNAs synthesized in vitro by the T7 RNA polymerase often denature the RNA and produce RNAs with chemically heterogeneous 5'- and 3'-ends. Thus, native affinity purification strategies that incorporate 5' and 3' trimming technologies provide a solution to two main disadvantages that arise from standard approaches for RNA purification. This chapter describes procedures for nondenaturing affinity purification of in vitro transcribed RNA using a 3'-ARiBo tag, which yield RNAs with a homogeneous 3'-end. The applicability of the method to RNAs of different sequences, secondary structures, and sizes (29-614 nucleotides) is described, including suggestions for troubleshooting common problems. In addition, this chapter presents three complementary approaches to producing 5'-homogeneity of the affinity-purified RNA: (1) selection of the starting sequence; (2) Cse3 endoribonuclease cleavage of a 5'-CRISPR tag; or (3) self-cleavage of a 5'-hammerhead ribozyme tag. The additional steps to express and purify the Cse3 endonuclease are detailed. In light of recent results, the advantages and limitations of current approaches to achieve 5'-homogeneity of affinity-purified RNA are discussed, such that one can select a suitable strategy to purify the RNA of interest.
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Affiliation(s)
- Geneviève Di Tomasso
- Département de Biochimie et Médecine Moléculaire, Université de Montréal, Montreal, Quebec, Canada
| | - Alix Salvail-Lacoste
- Département de Biochimie et Médecine Moléculaire, Université de Montréal, Montreal, Quebec, Canada
| | - Jonathan Bouvette
- Département de Biochimie et Médecine Moléculaire, Université de Montréal, Montreal, Quebec, Canada
| | - James G Omichinski
- Département de Biochimie et Médecine Moléculaire, Université de Montréal, Montreal, Quebec, Canada
| | - Pascale Legault
- Département de Biochimie et Médecine Moléculaire, Université de Montréal, Montreal, Quebec, Canada.
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