Abstract
Key message
A novel plant binary expression system was developed from the compactin biosynthetic pathway 27 of Penicillium citrinum ML-236B. The system achieved >fivefold activation of gene expression in 28 transgenic tobacco.
Abstract
A diverse and well-characterized genetic toolset is fundamental to achieve the overall goals of plant synthetic biology. To properly coordinate expression of a multigene pathway, this toolset should include binary systems that control gene expression at the level of transcription. In plants, few highly functional, orthogonal transcriptional regulators have been identified. Here, we describe the process of developing synthetic plant transcription factors using regulatory elements from the Penicillium citrinum ML-236B (compactin) pathway. This pathway contains several genes including mlcA and mlcC that are transcriptionally regulated in a dose-dependent manner by the activator mlcR. In Nicotiana benthamiana, we first expressed mlcR with several cognate synthetic promoters driving expression of GFP. Synthetic promoters contained operator sequences from the compactin gene cluster. Following identification of the most active synthetic promoter, the DNA-binding domain from mlcR was used to generate chimeric transcription factors containing variable activation domains, including QF from the Neurospora crassa Q-system. Activity was measured at both protein and RNA levels which correlated with an R2 value of 0.94. A synthetic transcription factor with a QF activation domain increased gene expression from its synthetic promoter up to sixfold in N. benthamiana. Two systems were characterized in transgenic tobacco plants. The QF-based plants maintained high expression in tobacco, increasing expression from the cognate synthetic promoter by fivefold. Transgenic plants and non-transgenic plants were morphologically indistinguishable. The framework of this study can easily be adopted for other putative transcription factors to continue improvement of the plant synthetic biology toolbox.
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Data availability
The datasets generated during and/or analysed during the current study are available from the corresponding author on reasonable request.
Abbreviations
- AD:
-
Activation domain
- DBD:
-
DNA-binding domain
- LBD:
-
Ligand-binding domain
- UAS:
-
Upstream activation sequence
- TF:
-
Transcription factor
References
Abe Y, Suzuki T, Ono C, Iwamoto K, Hosobuchi M, Yoshikawa H (2002) Molecular cloning and characterization of an ML-236B (compactin) biosynthetic gene cluster in Penicillium citrinum. Mol Genet Genomics 267:636–646. https://doi.org/10.1007/s00438-002-0697-y
Adams MJ, Antoniw JF (2006) DPVweb: a comprehensive database of plant and fungal virus genes and genomes. Nucleic Acids Res 34:D382–D385. https://doi.org/10.1093/nar/gkj023
Adhyaru BB, Jacobson TA (2018) Safety and efficacy of statin therapy. Nat Rev Cardiol 15:757–769. https://doi.org/10.1038/s41569-018-0098-5
Amack SC, Antunes MS (2020) CaMV35S promoter—a plant biology and biotechnology workhorse in the era of synthetic biology. Curr Plant Biol 24:100179. https://doi.org/10.1016/j.cpb.2020.100179
Anderson DA, Voigt CA (2021) Competitive dCas9 binding as a mechanism for transcriptional control. Mol Syst Biol 17:10512. https://doi.org/10.15252/msb.202110512
Andres J, Blomeier T, Zurbriggen MD (2019) Synthetic switches and regulatory circuits in plants. Plant Physiol 179:862–884. https://doi.org/10.1104/pp.18.01362
Aoyama T, Chua N-H (2003) A glucocorticoid-mediated transcriptional induction system in transgenic plants. Plant J 11:605–612. https://doi.org/10.1046/j.1365-313X.1997.11030605.x
Baba S, Abe Y, Ono C, Hosobuchi M (2006) Targeted disruption of the genes, mlcR and ariB, which encode GAL4-type proteins in Penicillium citrinum. Biochim Biophys Acta 1759:410–416. https://doi.org/10.1016/j.bbaexp.2006.08.001
Baba S, Nihira T, Hosobuchi M (2008) Identification of the specific sequence recognized by Penicillium citrinum MlcR, a GAL4-type activator of ML-236B (compactin) biosynthetic genes. Fungal Genet Biol 45:1277–1283. https://doi.org/10.1016/j.fgb.2008.07.002
Baba S, Abe Y, Suzuki Y, Ono C, Iwamoto K, Nihira T, Hosobuchi M (2009) Improvement of compactin (ML-236B) production by genetic engineering in compactin high-producing Penicillium citrinum. Appl Microbiol Biotechnol 83:697–704. https://doi.org/10.1007/s00253-009-1933-8
Bonnet J, Yin P, Ortiz ME, Subsoontorn P, Endy D (2013) Amplifying genetic logic gates. Science 340:599–603. https://doi.org/10.1126/science.1232758
Brödel AK, Jaramillo A, Isalan M (2016) Engineering orthogonal dual transcription factors for multi-input synthetic promoters. Nat Commun 7:13858. https://doi.org/10.1038/ncomms13858
Brophy JAN, Magallon KJ, Duan L, Zhong V, Ramachandran P, Kniazev K, Dinneny JR (2022) Synthetic genetic circuits as a means of reprogramming plant roots. Science 377:747–751. https://doi.org/10.1126/science.abo4326
Bzymek M, Lovett ST (2001) Instability of repetitive DNA sequences: the role of replication in multiple mechanisms. Proc Natl Acad Sci U S A 98:8319–8325. https://doi.org/10.1073/pnas.111008398
Caddick MX, Greenland AJ, Jepson I, Krause K-P, Qu N, Riddell KV, Salter MG, Schuch W, Sonnewald U, Tomsett AB (1998) An ethanol inducible gene switch for plants used to manipulate carbon metabolism. Nat Biotechnol 16:177–180. https://doi.org/10.1038/nbt0298-177
Chichester JA, Green BJ, Jones RM, Shoji Y, Miura K, Long CA, Lee CK, Ockenhouse CF, Morin MJ, Streatfield SJ, Yusibov V (2018) Safety and immunogenicity of a plant-produced Pfs25 virus-like particle as a transmission blocking vaccine against malaria: a Phase 1 dose-escalation study in healthy adults. Vaccine 36:5865–5871. https://doi.org/10.1016/j.vaccine.2018.08.033
Czechowski T, Bari RP, Stitt M, Scheible W-R, Udvardi MK (2004) Real-time RT-PCR profiling of over 1400 Arabidopsis transcription factors: unprecedented sensitivity reveals root- and shoot-specific genes. Plant J 38:366–379. https://doi.org/10.1111/j.1365-313X.2004.02051.x
Dossani ZY, Apel AR, Szmidt-Middleton H, Hillson NJ, Deutsch S, Keasling JD, Mukhopadhyay A (2017) A combinatorial approach to synthetic transcription factor-promoter combinations for yeast strain engineering. Yeast 35(3):273–280. https://doi.org/10.1002/yea.3292
Endo A (1985) Compactin (ML-236B) and related compounds as potential cholesterol-lowering agents that inhibit HMB-CoA reductase. J Med Chem 28:401–405. https://doi.org/10.1021/jm00382a001
Endo A, Kuroda M, Tsujita Y (1976) ML-236A, ML-236B, and ML-236C, new inhibitors of cholesterogenesis produced by Penicillium citrinum. J Antibiot 29:1346–1348. https://doi.org/10.7164/antibiotics.29.1346
Engler C, Youles M, Gruetzner R, Ehnert T-M, Werner S, Jones JDG, Patron NJ, Marillonnet S (2014) A golden gate modular cloning toolbox for plants. ACS Synth Biol 3:839–843. https://doi.org/10.1021/sb4001504
Evers TH, Dongen EMWM, Faesen AC, Meijer EW, Merkx M (2006) Quantitative understanding of the energy transfer between fluorescent proteins connected via flexible peptide linkers. Biochemistry 45:13183–13192. https://doi.org/10.1021/bi061288t
Farzadfard F, Perli SD, Lu TK (2013) Tunable and multifunctional eukaryotic transcription factors based on CRISPR/Cas. ACS Synth Biol 2:604–613. https://doi.org/10.1021/sb400081r
Gallois P, Marinho P (1995) Leaf disk transformation using Agrobacterium tumefaciens-expression of heterologous genes in tobacco. In: Jones H (ed) Methods in Molecular Biology, vol 49. Springer, New Jersey, pp 39–48
Gilbert LA, Larson MH, Morsut L, Liu Z, Brar GA, Torres SE, Stern-Ginossar N, Brandman O, Whitehead EH, Doudna JA, Lim WA, Weissman JS, Qi LS (2013) CRISPR-mediated modular RNA-guided regulation of transcription in eukaryotes. Cell 154:442–451. https://doi.org/10.1016/j.cell.2013.06.044
Giniger E, Varnum SM, Ptashne M (1985) Specific DNA binding of GAL4, a positive regulatory protein of yeast. Cell 40:767–774. https://doi.org/10.1016/0092-8674(85)90336-8
Guazzaroni M-E, Silva-Rocha R (2014) Expanding the logic of bacterial promoters using engineered overlapping operators for global regulators. ACS Synth Biol 3:666–675. https://doi.org/10.1021/sb500084f
Hallikas O, Palin K, Sinjushina N, Rautiainen R, Partanen J, Ukkonen E, Taipale J (2006) Genome-wide prediction of mammalian enhancers based on analysis of transcription-factor binding affinity. Cell 124:47–59. https://doi.org/10.1016/j.cell.2005.10.042
Hartitz MD, Sunter G, Bisaro DM (1999) The tomato golden mosaic virus transactivator (TrAP) is a single-stranded DNA and zinc-binding phosphoprotein with an acidic activation domain. Virology 263:1–14. https://doi.org/10.1006/viro.1999.9925
Houbraken JAMP, Frisvad JC, Samson RA (2010) Taxonomy of Penicillium citrinum and related species. Fungal Divers 44:117–133. https://doi.org/10.1007/s13225-010-0047-z
Kakidani H, Ptashne M (1988) GAL4 activates gene expression in mammalian cells. Cell 52:161–167. https://doi.org/10.1016/0092-8674(88)90504-1
Kassaw T-T, Aj AMS, Morey KJ, Medford JI (2018) Engineering synthetic regulatory circuits in plants. Plant Sci 273:13–22. https://doi.org/10.1016/j.plantsci.2018.04.005
Kummerfeld SK, Teichmann SA (2006) DBD: a transcription factor prediction database. Nucleic Acids Res 1:D74–D81. https://doi.org/10.1093/nar/gkj131
Lai H, Paul AM, Sun H, He J, Yang M, Bai F, Chen Q (2018) A plant-produced vaccine protects mice against lethal West Nile virus infection without enhancing Zika or dengue virus infectivity. Vaccine 27:1846–1852. https://doi.org/10.1016/j.vaccine.2018.02.073
Li Z, Zhang D, Xiong X, Yan B, Xie W, Sheen J, Li J-F (2017) A potent Cas9-derived gene activator for plant and mammalian cells. Nat Plants 3:930–936. https://doi.org/10.1038/s41477-017-0046-0
Liu W, Stewart CN Jr (2016) Plant synthetic promoters and transcription factors. Curr Opin Biotechnol 37:36–44. https://doi.org/10.1016/j.copbio.2015.10.001
Lloyd JPB, Ly F, Gong P, Pflueger J, Swain T, Pfueger C, Fourie E, Khan MA, Kidd BN, Lister R (2022) Synthetic memory circuits for stable cell reprogramming in plants. Nat Biotechnol. https://doi.org/10.1038/s41587-022-01383-2
Ma J, Ptashne M (1987) Deletion analysis of GAL4 defines two transcriptional activating segments. Cell 48:847–853. https://doi.org/10.1016/0092-8674(87)90081-X
Ma J, Przibilla E, Hu J, Bogorad L, Ptashne M (1988) Yeast activators stimulate plant gene expression. Nature 334:631–633. https://doi.org/10.1038/334631a0
Machens F, Balazadeh S, Mueller-Roeber B, Messerschmidt K (2017) Synthetic promoters and transcription factors for heterologous protein expression in Saccharomyces cerevisiae. Front Bioeng Biotechnol 5:63. https://doi.org/10.3389/fbioe.2017.00063
McLean KJ, Hans M, Meijrink B, van Scheppingen WB, Vollebregt A, Tee KL, van der Laan J-M, Leys D, Munro AW, van den Berg MA (2015) Single-step fermentative production of the cholesterol-lowering drug pravastatin via reprogramming of Penicillium chrysogenum. Proc Natl Acad Sci USA 112:2847–2852. https://doi.org/10.1073/pnas.1419028112
Murphy KF, Balázsi G, Collins JJ (2007) Combinatorial promoter design for engineering noisy gene expression. Proc Natl Acad Sci USA 104:12726–12731. https://doi.org/10.1073/pnas.0608451104
Ottoz DSM, Rudolf F, Stelling J (2014) Inducible, tightly regulated and growth condition-independent transcription factor in Saccharomyces cerevisiae. Nucleic Acids Res 42:e130. https://doi.org/10.1093/nar/gku616
Park J, Park J, Jang S, Kim S, Kong S, Choi J, Ahn K, Kim J, Lee S, Kim S, Park B, Jung K, Kim S, Kang S, Lee Y-H (2008) FTFD: an informatics pipeline supporting phylogenomic analysis of fungal transcription factors. Bioinformatics 24:1024–1025. https://doi.org/10.1093/bioinformatics/btn058
Persad R, Reuter DN, Dice LT, Nguyen M-A, Rigoulot SB, Layton JS, Schmid MJ, Poindexter MR, Occhialini A, Stewart CN Jr, Lenaghan SC (2020) The Q-system as a synthetic transcriptional regulator in plants. Front Plant Sci 11:245. https://doi.org/10.3389/fpls.2020.00245
Pfotenhauer AC, Occhialini A, Nguyen M-A, Scott H, Dice LT, Harbison SA, Li L, Reuter DN, Schimel TM, Stewart CN Jr, Beal J, Lenaghan SC (2022) Building the plant synbio toolbox through combinatorial analysis of DNA regulatory elements. ACS Synth Biol 11:2741–2755. https://doi.org/10.1021/acssynbio.2c00147
Pitt JI (1979) The genus Penicillium and its teleomorphic states Eupenicillium and Talaromyces. Academic Press Inc, London
Potter CJ, Tasic B, Russler EV, Liang L, Luo L (2010) The Q system: a repressible binary system for transgene expression, lineage tracing, and mosaic analysis. Cell 141:536–548. https://doi.org/10.1016/j.cell.2010.02.025
Rattanapisit K, Shanmugaraj B, Manopwisedjaroen S, Purwono PB, Siriwattananon K, Khorattanakulchai N, Hanittinan O, Boonyayothin W, Thitithanyanont A, Smith DR, Phoolcharoen W (2020) Rapid production of SARS-CoV-2 receptor binding domain (RBD) and spike specific monoclonal antibody CR3022 in Nicotiana benthamiana. Sci Rep 10(1):17698. https://doi.org/10.1038/s41598-020-74904-1
Riaño-Pachón DM, Ruzicic S, Dreyer I, Mueller-Roeber B (2007) PlnTFDB: an integrative plant transcription factor database. BMC Bioinform 8:42. https://doi.org/10.1186/1471-2105-8-42
Rosmalen M, Krom M, Merkx M (2022) Tuning the flexibility of glycine-serine linkers to allow rational design of multidomain proteins. Biochemistry 56:6565–6574. https://doi.org/10.1021/acs.biochem.7b00902
Sadowski I, Ma J, Triezenberg S, Ptashne M (1988) GAL4-VP16 is an unusually potent transcriptional activator. Nature 335(6190):564–564. https://doi.org/10.1038/335563a0
Schmidt F, Kern F, Ebert P, Baumgarten N, Schulz MH (2018) TEPIC 2-an extended framework for transcription factor binding prediction and integrative epigenomic analysis. Bioinformatics 35:1608–1609. https://doi.org/10.1093/bioinformatics/bty856
Shrestha A, Khan A, Dey N (2018) cis-trans Engineering: advances and perspectives on customized transcriptional regulation in plants. Mol Plant 11:886–898. https://doi.org/10.1016/j.molp.2018.05.008
Siriwattananon K, Manopwisedjaroen S, Shanmugaraj B, Prompetchara E, Ketloy C, Buranapraditkun S, Tharakhet K, Kaewpang P, Ruxrungtham K, Thitithanyanont A, Phoolcharoen W (2021) Immunogenicity studies of plant-produced SARS-CoV-2 receptor binding domain-based subunit vaccine candidate with different adjuvant formulations. Vaccines 9(7):744. https://doi.org/10.3390/vaccines9070744
Smith T, O’Kennedy MM, Wandrag DBR, Adeyemi M, Abolnik C (2019) Efficacy of a plant-produced virus-like particle vaccine in chickens challenged with Influenza A H6N2 virus. Plant Biotechnol J 18:502–512. https://doi.org/10.1111/pbi.13219
Stanton BC, Siciliano V, Ghodasara A, Wroblewska L, Clancy K, Trefzer AC, Chesnut JD, Weiss R, Voigt CA (2014) Systematic transfer of prokaryotic sensors and circuits to mammalian cells. ACS Synth Biol 3:880–891. https://doi.org/10.1021/sb5002856
Su H, Yakovlev IA, Eerde AV, Su J, Clarke JL (2021) Plant-produced vaccines: future applications in aquaculture. Front Plant Sci. https://doi.org/10.3389/fpls.2021.718775
Tavva VS, Dinkins RD, Palli SR, Collins GB (2006) Development of a methoxyfenozide-responsive gene switch for applications in plants. Plant J 45:457–469. https://doi.org/10.1111/j.1365-313X.2005.02628.x
Tavva VS, Palli SR, Dinkins RD, Collins GB (2008) Improvement of a monopartite ecdysone receptor gene switch and demonstration of its utility in regulation of transgene expression in plants. FEBS J 275:2161–2176. https://doi.org/10.1111/j.1742-4658.2008.06370.x
Urrutia R (2003) KRAB-containing zinc-finger repressor proteins. Genome Biol 4:231. https://doi.org/10.1186/gb-2003-4-10-231
Wang G, Vasquez KM (2017) Effects on replication and transcription on DNA structure-related genetic instability. Genes 8:17. https://doi.org/10.3390/genes8010017
Wang Z, Civelek M, Miller CL, Scheffield NC, Guertin MJ, Zang C (2018) BART: a transcription factor prediction tool with query gene sets or epigenomic profiles. Bioinformatics 34:2867–2869. https://doi.org/10.1093/bioinformatics/bty194
Webster N, Jin JR, Green S, Hollis M, Chambon P (1988) The yeast UASg is a transcriptional enhancer in human hela cells in the presence of the GAL4 trans-activator. Cell 52:169–178. https://doi.org/10.1016/0092-8674(88)90505-3
Zuo J, Niu Q-W, Chua N-H (2001) An estrogen receptor-based transactivator XVE mediates highly inducible gene expression in transgenic plants. Plant J 24:265–273. https://doi.org/10.1046/j.1365-313x.2000.00868.x
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The authors acknowledge funding by the Defense Advanced Research Projects Agency (Award No. HR0011-18-2-0049) and USDA Hatch grants to CNS and SCL.
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ACP, CNS, and SCL designed the strategy. ACP, DNR, MC, SAH, and TMS collected data. ACP, DNR, MC, TMS, and SCL analyzed data. ACP, CNS, and SCL wrote the article.
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Pfotenhauer, A.C., Reuter, D.N., Clark, M. et al. Development of new binary expression systems for plant synthetic biology. Plant Cell Rep 43, 22 (2024). https://doi.org/10.1007/s00299-023-03100-y
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DOI: https://doi.org/10.1007/s00299-023-03100-y