Abstract
Efficient control over multiple gene expression still presents a major challenge. Synthetic sRNA enables targeted gene expression control in trans without directly modifying the chromosome, but its use to simultaneously target multiple genes can often cause cell growth defects because of the need for additional energy for transcription and lowering of their repression efficiency by limiting the amount of Hfq protein. To address these limitations, we present fusion sRNA (fsRNA) that simultaneously regulates the translation of multiple genes efficiently. It is constructed by linking the mRNA-binding modules for multiple targeted genes in one sRNA scaffold via one-pot generation using overlap extension PCR. The repression capacity of fsRNA was demonstrated by the construction of sRNAs to target four endogenous genes: caiF, hybG, ytfR and minD in Escherichia coli. Their cross-reactivity and the effect on cell growth were also investigated. As practical applications, we applied fsRNA to violacein- and protocatechuic acid–producing strains, resulting in increases of 13% violacein and 81% protocatechuic acid, respectively. The developed fsRNA-mediated multiple gene expression regulation system thus enables rapid and efficient development of optimised cell factories for valuable chemicals without cell growth defects and limiting cellular resources.
Key points
• Synthetic fusion sRNA (fsRNA)–based system was constructed for the repression of multiple target genes.
• fsRNA repressed multiple genes by only expressing a single sRNA while minimising the cellular burden.
• The application of fsRNA showed the increased production titers of violacein (13%) and protocatechuic acid (81%).
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Data availability
All datasets obtained for this study are included in the manuscript/supplementary material.
References
Ajiboye TO, Habibu RS, Saidu K, Haliru FZ, Ajiboye HO, Aliyu NO, Ibitoye OB, Uwazie JN, Muritala HF, Bello SA, Yusuf II Mohammed AO (2017) Involvement of oxidative stress in protocatechuic acid-mediated bacterial lethality. Microbiologyopen 6 e00472
Apura P, Saramago M, Peregrina A, Viegas SC, Carvalho SM, Saraiva LM, Arraiano CM, Domingues S (2020) Tailor-made sRNAs: a plasmid tool to control the expression of target mRNAs in Pseudomonas putida. Plasmid 109 102503
Bossi L, Figueroa-Bossi N (2016) Competing endogenous RNAs: a target-centric view of small RNA regulation in bacteria. Nat Rev Microbiol 14:775–784
Chao CY, Yin MC (2009) Antibacterial effects of roselle calyx extracts and protocatechuic acid in ground beef and apple juice. Foodborne Pathog Dis 6:201–206
Chappell J, Takahashi MK, Lucks JB (2015) Creating small transcription activating RNAs. Nat Chem Biol 11:214–220
Chappell J, Westbrook A, Verosloff M, Lucks JB (2017) Computational design of small transcription activating RNAs for versatile and dynamic gene regulation. Nat Commun 8:1051
Chen S, Zhang A, Blyn LB, Storz G (2004) MicC, a second small-RNA regulator of Omp protein expression in Escherichia coli. J Bacteriol 186:6689–6697
Cho C, Lee SY (2017) Efficient gene knockdown in Clostridium acetobutylicum by synthetic small regulatory RNAs. Biotechnol Bioeng 114:374–383
Choi SY, Yoon KH, Lee JI, Mitchell RJ (2015) Violacein: properties and production of a versatile bacterial pigment. Biomed Res Int 2015 465056
Cress BF, Jones JA, Kim DC, Leitz QD, Englaender JA, Collins SM, Linhardt RJ, Koffas MA (2016) Rapid generation of CRISPR/dCas9-regulated orthogonally repressible hybrid T7-lac promoters for modular tuneable control of metabolic pathway fluxes in Escherichia coli. Nucleic Acids Res 44:4472–4485
Duran N, Justo GZ, Ferreira CV, Melo PS, Cordi L, Martins D (2007) Violacein: properties and biological activities. Biotechnol Appl Biochem 48:127–133
Durante-Rodriguez G, de Lorenzo V, Nikel PI (2018) A post-translational metabolic switch enables complete decoupling of bacterial growth from biopolymer production in engineered Escherichia coli. ACS Synth Biol 7:2686–2697
Eggenhofer F, Tafer H, Stadler PF, Hofacker IL (2011) RNApredator: fast accessibility-based prediction of sRNA targets. Nucleic Acids Res 39:W149-154
Fang H, Li D, Kang J, Jiang P, Sun J, Zhang D (2018) Metabolic engineering of Escherichia coli for de novo biosynthesis of vitamin B12. Nat Commun 9:4917
Gao W, He Y, Zhang F, Zhao F, Huang C, Zhang Y, Zhao Q, Wang S, Yang C (2019) Metabolic engineering of Bacillus amyloliquefaciens LL3 for enhanced poly-gamma-glutamic acid synthesis. Microb Biotechnol 12:932–945
Green AA, Silver PA, Collins JJ, Yin P (2014) Toehold switches: de-novo-designed regulators of gene expression. Cell 159:925–939
Gruber AR, Lorenz R, Bernhart SH, Neubock R, Hofacker IL (2008) The Vienna RNA websuite. Nucleic Acids Res 36:W70-74
Hao Y, Xu L, Shi H (2011) Theoretical analysis of catalytic-sRNA-mediated gene silencing. J Mol Biol 406:195–204
Hawkins M, Atkinson J, McGlynn P (2016) Escherichia coli chromosome copy number measurement using flow cytometry analysis. Methods Mol Biol 1431:151–159
Hussein R, Lim HN (2011) Disruption of small RNA signaling caused by competition for Hfq. Proc Natl Acad Sci U S A 108:1110–1115
Ishikawa H, Otaka H, Maki K, Morita T, Aiba H (2012) The functional Hfq-binding module of bacterial sRNAs consists of a double or single hairpin preceded by a U-rich sequence and followed by a 3’ poly(U) tail. RNA 18:1062–1074
Jones JA, Vernacchio VR, Lachance DM, Lebovich M, Fu L, Shirke AN, Schultz VL, Cress B, Linhardt RJ, Koffas MA (2015) ePathOptimize: a combinatorial approach for transcriptional balancing of metabolic pathways. Sci Rep 5:11301
Jost D, Nowojewski A, Levine E (2011) Small RNA biology is systems biology. BMB Rep 44:11–21
Jung SW, Yeom J, Park JS, Yoo SM (2021) Recent advances in tuning the expression and regulation of genes for constructing microbial cell factories. Biotechnol Adv 50 107767
Konovalova A, Sogaard-Andersen L, Kroos L (2014) Regulated proteolysis in bacterial development. FEMS Microbiol Rev 38:493–522
Kües U, Stahl U (1989) Replication of plasmids in gram-negative bacteria. Microbiol Rev 53:491–516
Levine E, Zhang Z, Kuhlman T, Hwa T (2007) Quantitative characteristics of gene regulation by small RNA. PLoS Biol 5 e229
Long M, Xu M, Qiao Z, Ma Z, Osire T, Yang T, Zhang X, Shao M, Rao Z (2020) Directed evolution of ornithine cyclodeaminase using an evolvR-based growth-coupling strategy for efficient biosynthesis of L-proline. ACS Synth Biol 9:1855–1863
Malecka EM, Strozecka J, Sobanska D, Olejniczak M (2015) Structure of bacterial regulatory RNAs determines their performance in competition for the chaperone protein Hfq. Biochemistry 54:1157–1170
Mars RA, Nicolas P, Denham EL, van Dijl JM (2016) Regulatory RNAs in Bacillus subtilis: a Gram-positive perspective on bacterial RNA-mediated regulation of gene expression. Microbiol Mol Biol Rev 80:1029–1057
Luo ZW, Kim WJ, Lee SY (2018) Metabolic engineering of Escherichia coli for efficient production of 2-pyrone-46-dicarboxylic acid from glucose. ACS Synth Biol 7:2296–2307
Mancuso F, Bunkenborg J, Wierer M, Molina H (2012) Data extraction from proteomics raw data: an evaluation of nine tandem MS tools using a large Orbitrap data set. J Proteomics 75:5293–5303
Miscevic D, Mao JY, Kefale T, Abedi D, Moo-Young M, Perry Chou C (2021) Strain engineering for high-level 5-aminolevulinic acid production in Escherichia coli. Biotechnol Bioeng 118:30–42
Na D, Yoo SM, Chung H, Park H, Park JH, Lee SY (2013) Metabolic engineering of Escherichia coli using synthetic small regulatory RNAs. Nat Biotechnol 31:170–174
Noh M, Yoo SM, Kim WJ, Lee S (2017) Gene expression knockdown by modulating synthetic small RNA expression in Escherichia coli. Cell Syst 5 418 426 e4
Noh M, Yoo SM, Yang D, Lee SY (2019) Broad-spectrum gene repression using scaffold engineering of synthetic sRNAs. ACS Synth Biol 8:1452–1461
Overgaard M, Johansen J, Moller-Jensen J, Valentin-Hansen P (2009) Switching off small RNA regulation with trap-mRNA. Mol Microbiol 73:790–800
Ou C, Shi N, Yang Q, Zhang Y, Wu Z, Wang B, Compans RW, He C (2014) Protocatechuic acid a novel active substance against avian influenza virus H9N2 infection. PLoS One 9 e111004
Panja S, Schu DJ, Woodson SA (2013) Conserved arginines on the rim of Hfq catalyze base pair formation and exchange. Nucleic Acids Res 41:7536–7546
Santiago-Frangos A, Woodson SA (2018) Hfq chaperone brings speed dating to bacterial sRNA. Wiley Interdiscip Rev RNA 9:e1475
Sun T, Li S, Song X, Pei G, Diao J, Cui J, Shi M, Chen L, Zhang W (2018) Re-direction of carbon flux to key precursor malonyl-CoA via artificial small RNAs in photosynthetic Synechocystis sp, PCC 6803. Biotechnol Biofuels 11:26
Sun D, Chen J, Wang Y, Li M, Rao D, Guo Y, Chen N, Zheng P, Sun J, Ma Y (2019) Metabolic engineering of Corynebacterium glutamicum by synthetic small regulatory RNAs. J Ind Microbiol Biotechnol 46:203–208
Taniguchi Y, Choi PJ, Li GW, Chen H, Babu M, Hearn J, Emili A, Xie XS (2010) Quantifying E. coli proteome and transcriptome with single-molecule sensitivity in single cells. Science 329:533–538
Tian T, Kang JW, Kang A, Lee TS (2019) Redirecting metabolic flux via combinatorial multiplex CRISPRi-mediated repression for isopentenol production in Escherichia coli. ACS Synth Biol 8:391–402
Tobie WC (1935) The pigment of Bacillus violaceus: I, the production extraction and purification of violacein. J Bacteriol 29:223–227
Updegrove TB, Zhang A, Storz G (2016) Hfq: the flexible RNA matchmaker. Curr Opin Microbiol 30:133–138
Vigouroux A, Bikard D (2020) CRISPR tools to control gene expression in bacteria. Microbiol Mol Biol Rev 84:e00077-e19
Wang M, Herrmann CJ, Simonovic M, Szklarczyk D, von Mering C (2015) Version 4.0 of PaxDb: protein abundance data integrated across model organisms tissues and cell-lines. Proteomics 15:3163–3168
Yang D, Kim WJ, Yoo SM, Choi JH, Ha SH, Lee MH, Lee SY (2018) Repurposing type III polyketide synthase as a malonyl-CoA biosensor for metabolic engineering in bacteria. Proc Natl Acad Sci U S A 115:9835–9844
Yang S, Wang Y, Wei C, Liu Q, Jin X, Du G, Chen J, Kang Z (2018) A new sRNA-mediated posttranscriptional regulation system for Bacillus subtilis. Biotechnol Bioeng 115:2986–2995
Yang D, Yoo SM, Gu C, Ryu JY, Lee JE, Lee SY (2019) Expanded synthetic small regulatory RNA expression platforms for rapid and multiplex gene expression knockdown. Metab Eng 54:180–190
Yeom J, Park JS, Jung SW, Lee S, Kwon H, Yoo SM (2021) High-throughput genetic engineering tools for regulating gene expression in a microbial cell factory. Crit Rev Biotechnol:1–18. https://doi.org/10.1080/07388551.2021.2007351
Yoo SM, Na D, Lee SY (2013) Design and use of synthetic regulatory small RNAs to control gene expression in Escherichia coli. Nat Protoc 8:1694–1707
Zhang J, Zhao Y, Cao Y, Yu Z, Wang G, Li Y, Ye X, Li C, Lin X, Song H (2020) sRNA-based screening chromosomal gene targets and modular designing Escherichia coli for high-titer production of aglycosylated immunoglobulin G. ACS Synth Biol 9:1385–1394
Funding
This research was supported by an NRF grant funded by the Ministry of Science and ICT (NRF-2022R1A2C2004292) and the Chung-Ang University Research Scholarship Grants in 2021.
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SMY and JY conceived the project and designed the experiments. JY, JSP, YMJ and BSS performed the experiments. SMY, JY and JSP analysed the data and wrote the manuscript.
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Yeom, J., Park, J.S., Jeon, Y.M. et al. Synthetic fused sRNA for the simultaneous repression of multiple genes. Appl Microbiol Biotechnol 106, 2517–2527 (2022). https://doi.org/10.1007/s00253-022-11867-5
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DOI: https://doi.org/10.1007/s00253-022-11867-5