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Design of orthogonal genetic switches based on a crosstalk map of σs, anti‐σs, and promoters

Virgil A Rhodius, Thomas H Segall‐Shapiro, Brian D Sharon and 8 more

Molecular Systems Biology · 2013 · CC BY-NC-SA

doi:10.1038/msb.2013.58

Abstract

Cells react to their environment through gene regulatory networks. Network integrity requires minimization of undesired crosstalk between their biomolecules. Similar constraints also limit the use of regulators when building synthetic circuits for engineering applications. Here, we mapped the promoter specificities of extracytoplasmic function (ECF) σs as well as the specificity of their interaction with anti-σs. DNA synthesis was used to build 86 ECF σs (two from every subgroup), their promoters, and 62 anti-σs identified from the genomes of diverse bacteria. A subset of 20 σs and promoters were found to be highly orthogonal to each other. This set can be increased by combining the -35 and -10 binding domains from different subgroups to build chimeras that target sequences unrepresented in any subgroup. The orthogonal σs, anti-σs, and promoters were used to build synthetic genetic switches in Escherichia coli. This represents a genome-scale resource of the properties of ECF σs and a resource for synthetic biology, where this set of well-characterized regulatory parts will enable the construction of sophisticated gene expression programs.

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References 59

  1. 1.

    Asakura Y, Kobayashi I (2009 ) From damaged genome to cell surface: transcriptome changes during bacterial cell death triggered by loss of a restriction-modification gene complex. Nucleic Acids Res 37: 3021–3031

    Not in our library10.1093/nar/gkp148

  2. 2.

    Bao G, Zhang Y, Du C, Chen Z, Li Y, Cao Z, Ma Y (2013 ) Genome sequence of Klebsiella oxytoca M5al, a promising strain for nitrogen fixation and chemical production. Genome Announc 1: e00074-12

    Not in our library10.1128/genomea.00074-12

  3. 3.

    Basu S, Mehreja R, Thiberge S, Chen M-T, Weiss R (2004 ) Spatiotemporal control of gene expression with pulse-generating networks. Proc Natl Acad Sci USA 101: 6355–6360

    Not in our library10.1073/pnas.0307571101

  4. 4.

    Bayer TS, Widmaier DM, Temme K, Mirsky EA, Santi DV, Voigt CA (2009 ) Synthesis of methyl halides from biomass using engineered microbes. J Am Chem Soc 131: 6508–6515

    Not in our library10.1021/ja809461u

  5. 5.

    Braun V, Mahren S, Ogierman M (2003 ) Regulation of the FecI-type ECF sigma factor by transmembrane signalling. Curr Opin Microbiol 6: 173–180

    Not in our library10.1016/s1369-5274(03)00022-5

  6. 6.

    Buchler NE, Cross FR (2009 ) Protein sequestration generates a flexible ultrasensitive response in a genetic network. Mol Syst Biol 5: 272

    Not in our library10.1038/msb.2009.30

  7. 7.

    Cambray G, Guimaraes JC, Mutalik VK, Lam C, Mai QA, Thimmaiah T, Carothers JM, Arkin AP, Endy D (2013 ) Measurement and modeling of intrinsic transcription terminators. Nucleic Acids Res 41: 5139–5148

    Not in our library10.1093/nar/gkt163

  8. 8.

    Campbell EA, Greenwell R, Anthony JR, Wang S, Lim L, Das K, Sofia HJ, Donohue TJ, Darst SA (2007 ) A conserved structural module regulates transcriptional responses to diverse stress signals in bacteria. Mol Cell 27: 793–805

    Not in our library10.1016/j.molcel.2007.07.009

  9. 9.

    Campbell EA, Tupy JL, Gruber TM, Wang S, Sharp MM, Gross CA, Darst SA (2003 ) Crystal structure of Escherichia coli σE with the cytoplasmic domain of its anti-σ RseA. Mol Cell 11: 1067–1078

    Not in our library10.1016/s1097-2765(03)00148-5

  10. 10.

    Campbell EA, Westblade LF, Darst SA (2008 ) Regulation of bacterial RNA polymerase σ factor activity: a structural perspective. Curr Opin Microbiol 11: 121–127

    Not in our library10.1016/j.mib.2008.02.016

  11. 11.

    Capra EJ, Perchuk BS, Lubin EA, Ashenberg O, Skerker JM, Laub MT (2010 ) Systematic dissection and trajectory-scanning mutagenesis of the molecular interface that ensures specificity of two-component signaling pathways. PLoS Genet 6: e1001220

    Not in our library10.1371/journal.pgen.1001220

  12. 12.

    Chater KF (2001 ) Regulation of sporulation in Streptomyces coelicolor A3(2): a checkpoint multiplex? Curr Opin Microbiol 4: 667–673

    Not in our library10.1016/s1369-5274(01)00267-3

  13. 13.

    Chen D, Arkin AP (2012 ) Sequestration-based bistability enables tuning of the switching boundaries and design of a latch. Mol Syst Biol 8: 620

    Not in our library10.1038/msb.2012.52

  14. 14.

    Chen Y-J, Liu P, Nielsen AA, Brophy JA, Clancy K, Peterson T, Voigt CA (2013 ) Characterization of 582 natural and synthetic terminators and quantification of their design constraints. Nat Methods 10: 659–664

    Not in our library10.1038/nmeth.2515

  15. 15.

    Clancy K, Voigt CA (2010 ) Programming cells: towards an automated ‘Genetic Compiler’. Curr Opin Biotechnol 21: 572–581

    Not in our library10.1016/j.copbio.2010.07.005

  16. 16.

    Del Vecchio D, Ninfa AJ, Sontag ED (2008 ) Modular cell biology: retroactivity and insulation. Mol Syst Biol 4: 161

    Not in our library10.1038/msb4100204

  17. 17.

    Dunlop MJ, Dossani ZY, Szmidt HL, Chu HC, Lee TS, Keasling JD, Hadi MZ, Mukhopadhyay A (2011 ) Engineering microbial biofuel tolerance and export using efflux pumps. Mol Syst Biol 7: 487

    Not in our library10.1038/msb.2011.21

  18. 18.

    Durfee T, Nelson R, Baldwin S, Plunkett G 3rd, Burland V, Mau B, Petrosino JF, Qin X, Muzny DM, Ayele M, Gibbs RA, Csörgo B, Pósfai G, Weinstock GM, Blattner FR (2008 ) The complete genome sequence of Escherichia coli DH10B: insights into the biology of a Laboratory Workhorse. J Bacteriol 190: 2597–2606

    Not in our library10.1128/jb.01695-07

  19. 19.

    Gourse RL, Ross W, Gaal T (2000 ) UPs and downs in bacterial transcription initiation: the role of the alpha subunit of RNA polymerase in promoter recognition. Mol Microbiol 37: 687–695

    Not in our library10.1046/j.1365-2958.2000.01972.x

  20. 20.

    Grigorova IL, Phleger NJ, Mutalik VK, Gross CA (2006 ) Insights into transcriptional regulation and σ competition from an equilibrium model of RNA polymerase binding to DNA. Proc Natl Acad Sci USA 103: 5332–5337

    Not in our library10.1073/pnas.0600828103

  21. 21.

    Gruber TM, Gross CA (2003 ) Multiple sigma subunits and the partitioning of bacterial transcription space. Annu Rev Microbiol 57: 441–466

    Not in our library10.1146/annurev.micro.57.030502.090913

  22. 22.

    Hanahan D, Jessee J, Bloom FR (1991 ) Plasmid transformation of Escherichia coli and other bacteria. Methods Enzymol 204: 63–113

    Not in our library10.1016/0076-6879(91)04006-a

  23. 23.

    Helmann JD (2002 ) The extracytoplasmic function (ECF) sigma factors. Adv Microb Physiol 46: 47–110

    Not in our library10.1016/s0065-2911(02)46002-x

  24. 24.

    Helmann JD (1999 ) Anti-sigma factors. Curr Opin Microbiol 2: 135–141

    Not in our library10.1016/s1369-5274(99)80024-1

  25. 25.
  26. 26.

    Ingolia NT, Brar GA, Rouskin S, McGeachy AM, Weissman JS (2012 ) The ribosome profiling strategy for monitoring translation in vivo by deep sequencing of ribosome-protected mRNA fragments. Nat Protoc 7: 1534–1550

    Not in our library10.1038/nprot.2012.086

  27. 27.

    Kumar A, Grimes B, Logan M, Wedgwood S, Williamson H, Hayward RS (1995 ) A hybrid sigma subunit directs RNA polymerase to a hybrid promoter in Escherichia coli. J Mol Biol 246: 563–571

    Not in our library10.1016/s0022-2836(05)80105-6

  28. 28.

    Lane WJ, Darst SA (2006 ) The structural basis for promoter −35 element recognition by the group IV σ factors. PLoS Biol 4: e269

    Not in our library10.1371/journal.pbio.0040269

  29. 29.

    Lane WJ, Darst SA (2010 ) Molecular evolution of multisubunit RNA polymerases: sequence analysis. J Mol Biol 395: 671–685

    Not in our library10.1016/j.jmb.2009.10.062

  30. 30.

    Lane WJ, Darst SA (2010 ) Molecular evolution of multisubunit RNA polymerases: structural analysis. J Mol Biol 395: 686–704

    Not in our library10.1016/j.jmb.2009.10.063

  31. 31.

    Liu X, Brutlag DL, Liu JS (2001 ) BioProspector: discovering conserved DNA motifs in upstream regulatory regions of co-expressed genes. Pac Symp Biocomput 6: 127–138

    Not in our library

  32. 32.

    Locke JCW, Young JW, Fontes M, Jimenez MJH, Elowitz MB (2011 ) Stochastic pulse regulation in bacterial stress response. Science 334: 366–369

    Not in our library10.1126/science.1208144

  33. 33.

    Lonetto MA, Brown KL, Rudd KE, Buttner MJ (1994 ) Analysis of the Streptomyces coelicolor sigE gene reveals the existence of a subfamily of eubacterial RNA polymerase sigma factors involved in the regulation of extracytoplasmic functions. Proc Natl Acad Sci USA 91: 7573–7577

    Not in our library10.1073/pnas.91.16.7573

  34. 34.

    Luo Y, Asai K, Sadaie Y, Helmann JD (2010 ) Transcriptomic and phenotypic characterization of a Bacillus subtilis strain without extracytoplasmic function σ factors. J Bacteriol 192: 5736–5745

    Not in our library10.1128/jb.00826-10

  35. 35.

    Maeda H, Fujita N, Ishihama A (2000 ) Competition among seven Escherichia coli σ subunits: relative binding affinities to the core RNA polymerase. Nucleic Acids Res 28: 3497–3503

    Not in our library10.1093/nar/28.18.3497

  36. 36.

    Marles-Wright J, Lewis RJ (2007 ) Stress responses of bacteria. Curr Opin Struct Biol 17: 755–760

    Not in our library10.1016/j.sbi.2007.08.004

  37. 37.

    Mascher T, Hachmann A-B, Helmann JD (2007 ) Regulatory overlap and functional redundancy among Bacillus subtilis extracytoplasmic function σ factors. J Bacteriol 189: 6919–6927

    Not in our library10.1128/jb.00904-07

  38. 38.

    Murakami KS, Darst SA (2003 ) Bacterial RNA polymerases: the wholo story. Curr Opin Struct Biol 13: 31–39

    Not in our library10.1016/s0959-440x(02)00005-2

  39. 39.

    Murakami KS, Masuda S, Darst SA (2002 ) Structural basis of transcription initiation: RNA polymerase holoenzyme at 4 Å resolution. Science 296: 1280–1284

    Not in our library10.1126/science.1069594

  40. 40.

    Nitta T, Nagamitsu H, Murata M, Izu H, Yamada M (2000 ) Function of the ςE regulon in dead-cell lysis in stationary-phase Escherichia coli. J Bacteriol 182: 5231–5237

    Not in our library10.1128/jb.182.18.5231-5237.2000

  41. 41.

    Raab D, Graf M, Notka F, Schödl T, Wagner R (2010 ) The GeneOptimizer Algorithm: using a sliding window approach to cope with the vast sequence space in multiparameter DNA sequence optimization. Syst Synth Biol 4: 215–225

    Not in our library10.1007/s11693-010-9062-3

  42. 42.

    Rhodius VA, Mutalik VK (2010 ) Predicting strength and function for promoters of the Escherichia coli alternative sigma factor, σE. Proc Natl Acad Sci USA 107: 2854–2859

    Not in our library10.1073/pnas.0915066107

  43. 43.

    Rhodius VA, Mutalik VK, Gross CA (2012 ) Predicting the strength of UP-elements and full-length E. coli σE promoters. Nucleic Acids Res 40: 2907–2924

    Not in our library10.1093/nar/gkr1190

  44. 44.
  45. 45.

    Rouvière PE, De Las Peñas A, Mecsas J, Lu CZ, Rudd KE, Gross CA (1995 ) rpoE, the gene encoding the second heat-shock sigma factor, sigma E, in Escherichia coli. EMBO J 14: 1032–1042

    Not in our library10.1002/j.1460-2075.1995.tb07084.x

  46. 46.

    Sharp MM, Chan CL, Lu CZ, Marr MT, Nechaev S, Merritt EW, Severinov K, Roberts JW, Gross CA (1999 ) The interface of ς with core RNA polymerase is extensive, conserved, and functionally specialized. Genes Dev 13: 3015–3026

    Not in our library10.1101/gad.13.22.3015

  47. 47.

    Shin J, Noireaux V (2012 ) An E. coli Cell-Free Expression Toolbox: application to synthetic gene circuits and artificial cells. ACS Synth Biol 1: 29–41

    Not in our library10.1021/sb200016s

  48. 48.

    Solomon KV, Sanders TM, Prather KLJ (2012 ) A dynamic metabolite valve for the control of central carbon metabolism. Metab Eng 14: 661–671

    Not in our library10.1016/j.ymben.2012.08.006

  49. 49.

    Staden R (1984 ) Computer methods to locate signals in nucleic acid sequences. Nucleic Acids Res 12: 505–519

    Not in our library10.1093/nar/12.1part2.505

  50. 50.

    Staroń A, Sofia HJ, Dietrich S, Ulrich LE, Liesegang H, Mascher T (2009 ) The third pillar of bacterial signal transduction: classification of the extracytoplasmic function (ECF) σ factor protein family. Mol. Microbiol 74: 557–581

    Not in our library10.1111/j.1365-2958.2009.06870.x

  51. 51.

    Stragier P, Losick R (1990 ) MicroReview cascades of sigma factors revisited. Mol Microbiol 4: 1801–1806

    Not in our library10.1111/j.1365-2958.1990.tb02028.x

  52. 52.

    Stricker J, Cookson S, Bennett MR, Mather WH, Tsimring LS, Hasty J (2008 ) A fast, robust and tunable synthetic gene oscillator. Nature 456: 516–519

    Not in our library10.1038/nature07389

  53. 53.

    Temme K, Hill R, Segall-Shapiro TH, Moser F, Voigt CA (2012 ) Modular control of multiple pathways using engineered orthogonal T7 polymerases. Nucleic Acids Res 40: 8773–8781

    Not in our library10.1093/nar/gks597

  54. 54.

    Tiwari A, Ray JCJ, Narula J, Igoshin OA (2011 ) Bistable responses in bacterial genetic networks: designs and dynamical consequences. Math Biosci 231: 76–89

    Not in our library10.1016/j.mbs.2011.03.004

  55. 55.

    Typas A, Nichols RJ, Siegele DA, Shales M, Collins SR, Lim B, Braberg H, Yamamoto N, Takeuchi R, Wanner BL, Mori H, Weissman JS, Krogan NJ, Gross CA (2008 ) High-throughput, quantitative analyses of genetic interactions in E. coli. Nat Methods 5: 781–787

    Not in our library10.1038/nmeth.1240

  56. 56.

    Ulrich LE, Zhulin IB (2007 ) MiST: a microbial signal transduction database. Nucleic Acids Res 35: D386–D390

    Not in our library10.1093/nar/gkl932

  57. 57.

    Voigt CA, Wolf DM, Arkin AP (2005 ) The Bacillus subtilis sin operon an evolvable network motif. Genetics 169: 1187–1202

    Not in our library10.1534/genetics.104.031955

  58. 58.

    Werner F., Grohmann D. (2011 ) Evolution of multisubunit RNA polymerases in the three domains of life. Nat Rev Microbiol 9: 85–98

    Not in our library10.1038/nrmicro2507

  59. 59.

    Zhang F, Carothers JM, Keasling JD (2012 ) Design of a dynamic sensor-regulator system for production of chemicals and fuels derived from fatty acids. Nat Biotechnol 30: 354–359

    Not in our library10.1038/nbt.2149

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