BMC Genomics | |
Transcriptome analysis identifies Bacillus anthracis genes that respond to CO2 through an AtxA-dependent mechanism | |
Stephen H Leppla2  Stephen F Porcella1  Sarah Anzick1  Kimmo Virtaneva1  Stacy M Ricklefs1  Craig Martens1  Inka Sastalla2  Andrei P Pomerantsev3  Andrew T McKenzie2  | |
[1] Genomics Unit, Research Technologies Section, Rocky Mountain Laboratories, National Institute of Allergy and Infectious Diseases, Hamilton, MT 59840, USA;Microbial Pathogenesis Section, Laboratory of Parasitic Diseases, National Institute of Allergy and Infectious Diseases, Bethesda, MD 20892, USA;National Institutes of Health, 33 North Drive, Building 33, Room 1W20B, Bethesda, MD 20892, USA | |
关键词: Gene-environment interaction; Small RNA; Toxin production; AtxA; RNA sequencing; Illumina; pXO1; Bacillus anthracis; | |
Others : 1217646 DOI : 10.1186/1471-2164-15-229 |
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received in 2013-07-09, accepted in 2014-03-12, 发布年份 2014 | |
【 摘 要 】
Background
Upon infection of a mammalian host, Bacillus anthracis responds to host cues, and particularly to elevated temperature (37°C) and bicarbonate/CO2 concentrations, with increased expression of virulence factors that include the anthrax toxins and extracellular capsular layer. This response requires the presence of the pXO1 virulence plasmid-encoded pleiotropic regulator AtxA. To better understand the genetic basis of this response, we utilized a controlled in vitro system and Next Generation sequencing to determine and compare RNA expression profiles of the parental strain and an isogenic AtxA-deficient strain in a 2 × 2 factorial design with growth environments containing or lacking carbon dioxide.
Results
We found 15 pXO1-encoded genes and 3 chromosomal genes that were strongly regulated by the separate or synergistic actions of AtxA and carbon dioxide. The majority of the regulated genes responded to both AtxA and carbon dioxide rather than to just one of these factors. Interestingly, we identified two previously unrecognized small RNAs that are highly expressed under physiological carbon dioxide concentrations in an AtxA-dependent manner. Expression levels of the two small RNAs were found to be higher than that of any other gene differentially expressed in response to these conditions. Secondary structure and small RNA-mRNA binding predictions for the two small RNAs suggest that they may perform important functions in regulating B. anthracis virulence.
Conclusions
A majority of genes on the virulence plasmid pXO1 that are regulated by the presence of either CO2 or AtxA separately are also regulated synergistically in the presence of both. These results also elucidate novel pXO1-encoded small RNAs that are associated with virulence conditions.
【 授权许可】
2014 McKenzie et al.; licensee BioMed Central Ltd.
【 预 览 】
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20150707172431295.pdf | 1127KB | download | |
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Figure 1. | 70KB | Image | download |
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【 参考文献 】
- [1]Okinaka RT, Cloud K, Hampton O, Hoffmaster AR, Hill KK, Keim P, Koehler TM, Lamke G, Kumano S, Mahillon J, Manter D, Martinez Y, Ricke D, Svensson R, Jackson PJ: Sequence and organization of pXO1, the large Bacillus anthracis plasmid harboring the anthrax toxin genes. J Bacteriol 1999, 181:6509-6515.
- [2]Read TD, Peterson SN, Tourasse N, Baillie LW, Paulsen IT, Nelson KE, Tettelin H, Fouts DE, Eisen JA, Gill SR, Holtzapple EK, Okstad OA, Helgason E, Rilstone J, Wu M, Kolonay JF, Beanan MJ, Dodson RJ, Brinkac LM, Gwinn M, DeBoy RT, Madpu R, Daugherty SC, Durkin AS, Haft DH, Nelson WC, Peterson JD, Pop M, Khouri HM, Radune D, et al.: The genome sequence of Bacillus anthracis Ames and comparison to closely related bacteria. Nature 2003, 423:81-86.
- [3]Ivanova N, Sorokin A, Anderson I, Galleron N, Candelon B, Kapatral V, Bhattacharyya A, Reznik G, Mikhailova N, Lapidus A, Chu L, Mazur M, Goltsman E, Larsen N, D'Souza M, Walunas T, Grechkin Y, Pusch G, Haselkorn R, Fonstein M, Ehrlich SD, Overbeek R, Kyrpides N: Genome sequence of Bacillus cereus and comparative analysis with Bacillus anthracis. Nature 2003, 423:87-91.
- [4]Moayeri M, Leppla SH: Cellular and systemic effects of anthrax lethal toxin and edema toxin. Mol Aspects Med 2009, 30:439-455.
- [5]Young JA, Collier RJ: Anthrax toxin: receptor-binding, internalization, pore formation, and translocation. Annu Rev Biochem 2007, 76:243-265.
- [6]Makino S, Watarai M, Cheun HI, Shirahata T, Uchida I: Effect of the lower molecular capsule released from the cell surface of Bacillus anthracis on the pathogenesis of anthrax. J Infect Dis 2002, 186:227-233.
- [7]Koehler TM: Bacillus anthracis physiology and genetics. Mol Aspects Med 2009, 30:386-396.
- [8]Bartkus JM, Leppla SH: Transcriptional regulation of the protective antigen gene of Bacillus anthracis. Infect Immun 1989, 57:2295-2300.
- [9]Sirard JC, Mock M, Fouet A: The three Bacillus anthracis toxin genes are coordinately regulated by bicarbonate and temperature. J Bacteriol 1994, 176:5188-5192.
- [10]Drysdale M, Bourgogne A, Koehler TM: Transcriptional analysis of the Bacillus anthracis capsule regulators. J Bacteriol 2005, 187:5108-5114.
- [11]Fouet A: AtxA, a Bacillus anthracis global virulence regulator. Res Microbiol 2010, 161:735-742.
- [12]Passalacqua KD, Varadarajan A, Byrd B, Bergman NH: Comparative transcriptional profiling of Bacillus cereus sensu lato strains during growth in CO2-bicarbonate and aerobic atmospheres. PLoS ONE 2009, 4:e4904.
- [13]Weiner ZP, Glomski IJ: Updating perspectives on the initiation of Bacillus anthracis growth and dissemination through Its host. Infect Immun 2012, 80:1626-1633.
- [14]Uchida I, Hornung JM, Thorne CB, Klimpel KR, Leppla SH: Cloning and characterization of a gene whose product is a trans-activator of anthrax toxin synthesis. J Bacteriol 1993, 175:5329-5338.
- [15]Koehler TM, Dai Z, Kaufman-Yarbray M: Regulation of the Bacillus anthracis protective antigen gene: CO2 and a trans-acting element activate transcription from one of two promoters. J Bacteriol 1994, 176:586-595.
- [16]Dai Z, Koehler TM: Regulation of anthrax toxin activator gene (atxA) expression in Bacillus anthracis: temperature, not CO2/bicarbonate, affects AtxA synthesis. Infect Immun 1997, 65:2576-2582.
- [17]Saile E, Koehler TM: Control of anthrax toxin gene expression by the transition state regulator abrB. J Bacteriol 2002, 184:370-380.
- [18]Bongiorni C, Fukushima T, Wilson AC, Chiang C, Mansilla MC, Hoch JA, Perego M: Dual promoters control the expression of the Bacillus anthracis virulence factor AtxA. J Bacteriol 2008, 190:6483-6492.
- [19]Wilson AC, Hoch JA, Perego M: Two small c-type cytochromes affect virulence gene expression in Bacillus anthracis. Mol Microbiol 2009, 72:109-123.
- [20]Tsvetanova B, Wilson AC, Bongiorni C, Chiang C, Hoch JA, Perego M: Opposing effects of histidine phosphorylation regulate the AtxA virulence transcription factor in Bacillus anthracis. Mol Microbiol 2007, 63:644-655.
- [21]van Schaik W, Chateau A, Dillies MA, Coppee JY, Sonenshein AL, Fouet A: The global regulator CodY regulates toxin gene expression in Bacillus anthracis and is required for full virulence. Infect Immun 2009, 77:4437-4445.
- [22]Chateau A, van Schaik W, Six A, Aucher W, Fouet A: CodY regulation is required for full virulence and heme iron acquisition in Bacillus anthracis. FASEB J 2011, 25:4445-4456.
- [23]Hammerstrom TG, Roh J, Nikonowicz EP, Koehler TM: Bacillus anthracis virulence regulator AtxA: oligomeric state, function, and CO(2) -signaling. Mol Microbiol 2011, 82:634-647.
- [24]Bertin M, Chateau A, Fouet A: Full expression of Bacillus anthracis toxin gene in the presence of bicarbonate requires a 2.7-kb-long atxA mRNA that contains a terminator structure. Res Microbiol 2010, 161:249-259.
- [25]Drysdale M, Bourgogne A, Hilsenbeck SG, Koehler TM: atxA controls Bacillus anthracis capsule synthesis via acpA and a newly discovered regulator, acpB. J Bacteriol 2004, 186:307-315.
- [26]Mignot T, Couture-Tosi E, Mesnage S, Mock M, Fouet A: In vivo Bacillus anthracis gene expression requires PagR as an intermediate effector of the AtxA signalling cascade. Int J Med Microbiol 2004, 293:619-624.
- [27]Bourgogne A, Drysdale M, Hilsenbeck SG, Peterson SN, Koehler TM: Global effects of virulence gene regulators in a Bacillus anthracis strain with both virulence plasmids. Infect Immun 2003, 71:2736-2743.
- [28]Passalacqua KD, Varadarajan A, Ondov BD, Okou DT, Zwick ME, Bergman NH: The structure and complexity of a bacterial transcriptome. J Bacteriol 2009, 191:3203-3211.
- [29]Pomerantsev AP, Camp A, Leppla SH: A new minimal replicon of Bacillus anthracis plasmid pXO1. J Bacteriol 2009, 191:5134-5146.
- [30]Moayeri M, Wiggins JF, Leppla SH: Anthrax protective antigen cleavage and clearance from the blood of mice and rats. Infect Immun 2007, 75:5175-5184.
- [31]Virtaneva K, Wright FA, Tanner SM, Yuan B, Lemon WJ, Caligiuri MA, Bloomfield CD, de la Chapelle A, Krahe R: Expression profiling reveals fundamental biological differences in acute myeloid leukemia with isolated trisomy 8 and normal cytogenetics. Proc Natl Acad Sci USA 2001, 98:1124-1129.
- [32]Mortazavi A, Williams BA, McCue K, Schaeffer L, Wold B: Mapping and quantifying mammalian transcriptomes by RNA-Seq. Nat Methods 2008, 5:621-628.
- [33]Bourgon R, Gentleman R, Huber W: Independent filtering increases detection power for high-throughput experiments. Proc Natl Acad Sci USA 2010, 107:9546-9551.
- [34]Anders S, Huber W: Differential expression analysis for sequence count data. Genome Biol 2010, 11:R106. BioMed Central Full Text
- [35]Benjamini Y, Hochberg Y: Controlling the false discovery rate: a practical and powerful approach to multiple testing. J R Stat Soc Ser B Methodol 1995, 57:289-300.
- [36]Altschul SF, Madden TL, Schaffer AA, Zhang J, Zhang Z, Miller W, Lipman DJ: Gapped BLAST and PSI-BLAST: a new generation of protein database search programs. Nucleic Acids Res 1997, 25:3389-3402.
- [37]Larkin MA, Blackshields G, Brown NP, Chenna R, McGettigan PA, McWilliam H, Valentin F, Wallace IM, Wilm A, Lopez R, Thompson JD, Gibson TJ, Higgins DG: Clustal W and Clustal X version 2.0. Bioinformatics 2007, 23:2947-2948.
- [38]Marchler-Bauer A, Lu S, Anderson JB, Chitsaz F, Derbyshire MK, DeWeese-Scott C, Fong JH, Geer LY, Geer RC, Gonzales NR, Gwadz M, Hurwitz DI, Jackson JD, Ke Z, Lanczycki CJ, Lu F, Marchler GH, Mullokandov M, Omelchenko MV, Robertson CL, Song JS, Thanki N, Yamashita RA, Zhang D, Zhang N, Zheng C, Bryant SH: CDD: a Conserved Domain Database for the functional annotation of proteins. Nucleic Acids Res 2011, 39:D225-D229.
- [39]Homann OR, Johnson AD: MochiView: versatile software for genome browsing and DNA motif analysis. BMC Biol 2010, 8:49. BioMed Central Full Text
- [40]Hofacker IL, Fontana W, Stadler PF, Bonhoeffer LS, Tacker M, Schuster P: Fast folding and comparison of RNA secondary structures. Monatshefte fur Chemie/Chem Mon 1994, 125:167-188.
- [41]Eggenhofer F, Tafer H, Stadler PF, Hofacker IL: RNApredator: fast accessibility-based prediction of sRNA targets. Nucleic Acids Res 2011, 39:W149-W154.
- [42]Ying X, Cao Y, Wu J, Liu Q, Cha L, Li W: sTarPicker: a method for efficient prediction of bacterial sRNA targets based on a two-step model for hybridization. PLoS ONE 2011, 6:e22705.
- [43]Sastalla I, Leppla SH: Occurrence, recognition, and reversion of spontaneous, sporulation-deficient Bacillus anthracis mutants that arise during laboratory culture. Microbes Infect 2011, 14:387-391.
- [44]Kern JW, Schneewind O: BslA, a pXO1-encoded adhesin of Bacillus anthracis. Mol Microbiol 2008, 68:504-515.
- [45]Ebrahimi CM, Kern JW, Sheen TR, Ebrahimi-Fardooee MA, van Sorge NM, Schneewind O, Doran KS: Penetration of the blood-brain barrier by Bacillus anthracis requires the pXO1-encoded BslA protein. J Bacteriol 2009, 191:7165-7173.
- [46]Kern J, Schneewind O: BslA, the S-layer adhesin of B. anthracis, is a virulence factor for anthrax pathogenesis. Mol Microbiol 2010, 75:324-332.
- [47]Sastalla I, Chim K, Cheung GY, Pomerantsev AP, Leppla SH: Codon-optimized fluorescent proteins designed for expression in low GC Gram-positive bacteria. Appl Environ Microbiol 2009, 75:2099-2110.
- [48]Hadjifrangiskou M, Koehler TM: Intrinsic curvature associated with the coordinately regulated anthrax toxin gene promoters. Microbiology 2008, 154:2501-2512.
- [49]Hoffmaster AR, Koehler TM: Autogenous regulation of the Bacillus anthracis pag operon. J Bacteriol 1999, 181:4485-4492.
- [50]Gottesman S, Storz G: Bacterial small RNA regulators: versatile roles and rapidly evolving variations. Cold Spring Harb Perspect Biol 2010, 3:a003798.
- [51]Klee SR, Brzuszkiewicz EB, Nattermann H, Bruggemann H, Dupke S, Wollherr A, Franz T, Pauli G, Appel B, Liebl W, Couacy-Hymann E, Boesch C, Meyer FD, Leendertz FH, Ellerbrok H, Gottschalk G, Grunow R, Liesegang H: The genome of a Bacillus isolate causing anthrax in chimpanzees combines chromosomal properties of B. cereus with B. anthracis virulence plasmids. PLoS ONE 2010, 5:e10986.
- [52]Hoffmaster AR, Ravel J, Rasko DA, Chapman GD, Chute MD, Marston CK, De BK, Sacchi CT, Fitzgerald C, Mayer LW, Maiden MC, Priest FG, Barker M, Jiang L, Cer RZ, Rilstone J, Peterson SN, Weyant RS, Galloway DR, Read TD, Popovic T, Fraser CM: Identification of anthrax toxin genes in a Bacillus cereus associated with an illness resembling inhalation anthrax. Proc Natl Acad Sci USA 2004, 101:8449-8454.
- [53]Hoffmaster AR, Hill KK, Gee JE, Marston CK, De BK, Popovic T, Sue D, Wilkins PP, Avashia SB, Drumgoole R, Helma CH, Ticknor LO, Okinaka RT, Jackson PJ: Characterization of Bacillus cereus isolates associated with fatal pneumonias: strains are closely related to Bacillus anthracis and harbor B. anthracis virulence genes. J Clin Microbiol 2006, 44:3352-3360.
- [54]Srivatsan A, Wang JD: Control of bacterial transcription, translation and replication by (p)ppGpp. Curr Opin Microbiol 2008, 11:100-105.
- [55]Allison DB, Cui X, Page GP, Sabripour M: Microarray data analysis: from disarray to consolidation and consensus. Nat Rev Genet 2006, 7:55-65.
- [56]Smith EN, Kruglyak L: Gene-environment interaction in yeast gene expression. PLoS Biol 2008, 6:e83.
- [57]Jones MB, Peterson SN, Benn R, Braisted JC, Jarrahi B, Shatzkes K, Ren D, Wood TK, Blaser MJ: Role of luxS in Bacillus anthracis growth and virulence factor expression. Virulence 2010, 1:72-83.
- [58]Guell M, van Noort V, Yus E, Chen WH, Leigh-Bell J, Michalodimitrakis K, Yamada T, Arumugam M, Doerks T, Kuhner S, Rode M, Suyama M, Schmidt S, Gavin AC, Bork P, Serrano L: Transcriptome complexity in a genome-reduced bacterium. Science 2009, 326:1268-1271.
- [59]Dillon SC, Dorman CJ: Bacterial nucleoid-associated proteins, nucleoid structure and gene expression. Nat Rev Microbiol 2010, 8:185-195.
- [60]van Schaik W, Prigent J, Fouet A: The stringent response of Bacillus anthracis contributes to sporulation but not to virulence. Microbiology 2007, 153:4234-4239.