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Tolibia SEM, Pacheco AD, Balbuena SYG, Rocha J, López Y López VE. Engineering of global transcription factors in Bacillus, a genetic tool for increasing product yields: a bioprocess overview. World J Microbiol Biotechnol 2022; 39:12. [PMID: 36372802 DOI: 10.1007/s11274-022-03460-9] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/21/2022] [Accepted: 11/06/2022] [Indexed: 11/15/2022]
Abstract
Transcriptional factors are well studied in bacteria for their global interactions and the effects they produce at the phenotypic level. Particularly, Bacillus subtilis has been widely employed as a model Gram-positive microorganism used to characterize these network interactions. Bacillus species are currently used as efficient commercial microbial platforms to produce diverse metabolites such as extracellular enzymes, antibiotics, surfactants, industrial chemicals, heterologous proteins, among others. However, the pleiotropic effects caused by the genetic modification of specific genes that codify for global regulators (transcription factors) have not been implicated commonly from a bioprocess point of view. Recently, these strategies have attracted the attention in Bacillus species because they can have an application to increase production efficiency of certain commercial interest metabolites. In this review, we update the recent advances that involve this trend in the use of genetic engineering (mutations, deletion, or overexpression) performed to global regulators such as Spo0A, CcpA, CodY and AbrB, which can provide an advantage for the development or improvement of bioprocesses that involve Bacillus species as production platforms. Genetic networks, regulation pathways and their relationship to the development of growth stages are also discussed to correlate the interactions that occur between these regulators, which are important to consider for application in the improvement of commercial-interest metabolites. Reported yields from these products currently produced mostly under laboratory conditions and, in a lesser extent at bioreactor level, are also discussed to give valuable perspectives about their potential use and developmental level directed to process optimization at large-scale.
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Affiliation(s)
- Shirlley Elizabeth Martínez Tolibia
- Centro de Investigación en Biotecnología Aplicada del Instituto Politécnico Nacional, Carretera Estatal Santa Inés Tecuexcomac-Tepetitla, Km 1.5, C.P. 90700, Tepetitla de Lardizábal, Tlaxcala, Mexico
| | - Adrián Díaz Pacheco
- Unidad Profesional Interdisciplinaria de Ingeniería Campus Tlaxcala del Instituto Politécnico Nacional, CP 90000, Guillermo Valle, Tlaxcala, Mexico
| | - Sulem Yali Granados Balbuena
- Centro de Investigación en Biotecnología Aplicada del Instituto Politécnico Nacional, Carretera Estatal Santa Inés Tecuexcomac-Tepetitla, Km 1.5, C.P. 90700, Tepetitla de Lardizábal, Tlaxcala, Mexico
| | - Jorge Rocha
- CONACyT - Unidad Regional Hidalgo, Centro de Investigación en Alimentación y Desarrollo, A.C. Blvd. Santa Catarina, SN, C.P. 42163, San Agustín Tlaxiaca, Hidalgo, Mexico
| | - Víctor Eric López Y López
- Centro de Investigación en Biotecnología Aplicada del Instituto Politécnico Nacional, Carretera Estatal Santa Inés Tecuexcomac-Tepetitla, Km 1.5, C.P. 90700, Tepetitla de Lardizábal, Tlaxcala, Mexico.
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Li Y, Zhang H, Li Y, Chen S. Fusaricidin Biosynthesis Is Controlled via a KinB-Spo0A-AbrB Signal Pathway in Paenibacillus polymyxa WLY78. MOLECULAR PLANT-MICROBE INTERACTIONS : MPMI 2021; 34:1378-1389. [PMID: 34890249 DOI: 10.1094/mpmi-05-21-0117-r] [Citation(s) in RCA: 6] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 06/13/2023]
Abstract
Fusaricidins produced by Paenibacillus polymyxa are important lipopeptide antibiotics against fungi. The fusGFEDCBA (fusaricidin biosynthesis) operon is responsible for synthesis of fusaricidins. However, the regulation mechanisms of fusaricidin biosynthesis remain to be fully clarified. In this study, we revealed that fusaricidin production is controlled by a complex regulatory network including KinB-Spo0A-AbrB. Evidence suggested that the regulator AbrB represses the transcription of the fus gene cluster by direct binding to the fus promoter, in which the sequences (5'-AATTTTAAAATAAATTTTGTGATTT-3') located from -136 to -112 bp relative to the transcription start site is required for this repression. Spo0A binds to the abrB promoter that contains the Spo0A-binding sequences (5'-TGTCGAA-3', 0A box) and in turn prevents the further transcription of abrB. The decreasing concentration of AbrB allows for the derepression of the fus promoter repressed by AbrB. The genome of P. polymyxa WLY78 contains two orthologs (named Kin1508 and Kin4833) of Bacillus subtilis KinB, but only Kin4833 activates sporulation and fusaricidin production, indicating that this kinase may be involved in phosphorylating Spo0A to initiate sporulation and regulate the abrB transcription. Our results reveal that Kin4833 (KinB), Spo0A, and AbrB are involved in regulation of fusaricidin production and a signaling mechanism that links fusaricidin production and sporulation.[Formula: see text] Copyright © 2021 The Author(s). This is an open access article distributed under the CC BY-NC-ND 4.0 International license.
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Affiliation(s)
- Yunlong Li
- State Key Laboratory of Agrobiotechnology and College of Biological Sciences, China Agricultural University, Beijing, China
| | - Haowei Zhang
- State Key Laboratory of Agrobiotechnology and College of Biological Sciences, China Agricultural University, Beijing, China
| | - Yongbin Li
- State Key Laboratory of Agrobiotechnology and College of Biological Sciences, China Agricultural University, Beijing, China
| | - Sanfeng Chen
- State Key Laboratory of Agrobiotechnology and College of Biological Sciences, China Agricultural University, Beijing, China
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Zhou C, Zhang H, Fang H, Sun Y, Zhou H, Yang G, Lu F. Transcriptome based functional identification and application of regulator AbrB on alkaline protease synthesis in Bacillus licheniformis 2709. Int J Biol Macromol 2020; 166:1491-1498. [PMID: 33166558 DOI: 10.1016/j.ijbiomac.2020.11.028] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/05/2020] [Revised: 11/03/2020] [Accepted: 11/05/2020] [Indexed: 11/30/2022]
Abstract
Bacillus licheniformis 2709 is the major alkaline protease producer, which has great potential value of industrial application, but how the high-producer can be regulated rationally is still not completely understood. It's meaningful to understand the metabolic processes during alkaline protease production in industrial fermentation medium. Here, we collected the transcription database at various enzyme-producing stages (preliminary stage, stable phase and decline phase) to specifically research the synthesized and regulatory mechanism of alkaline protease in B. licheniformis. The RNA-sequencing analysis showed differential expression of numerous genes related to several processes, among which genes correlated with regulators were concerned, especially the major differential gene abrB on enzyme (AprE) synthesis was investigated. It was further verified that AbrB is a repressor of AprE by plasmid-mediated over-expression due to the severely descending enzyme activity (11,300 U/mL to 2695 U/mL), but interestingly it is indispensable for alkaline protease production because the enzyme activity of the null abrB mutant was just about 2279 U/mL. Thus, we investigated the aprE transcription by eliminating the theoretical binding site (TGGAA) of AbrB protein predicated by computational strategy, which significantly improved the enzyme activity by 1.21-fold and gene transcription level by 1.77-fold in the mid-log phase at a cultivation time of 18 h. Taken together, it is of great significance to improve the production strategy, control the metabolic process and oriented engineering by rational molecular modification of regulatory network based on the high throughput sequencing and computational prediction.
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Affiliation(s)
- Cuixia Zhou
- School of Biology and Brewing Engineering, Taishan University, Taian 271018, PR China; Key Laboratory of Industrial Fermentation Microbiology, Ministry of Education, College of Biotechnology, Tianjin University of Science &Technology, Tianjin 300450, PR China
| | - Huitu Zhang
- Key Laboratory of Industrial Fermentation Microbiology, Ministry of Education, College of Biotechnology, Tianjin University of Science &Technology, Tianjin 300450, PR China
| | - Honglei Fang
- Key Laboratory of Industrial Fermentation Microbiology, Ministry of Education, College of Biotechnology, Tianjin University of Science &Technology, Tianjin 300450, PR China
| | - Yanqing Sun
- Key Laboratory of Industrial Fermentation Microbiology, Ministry of Education, College of Biotechnology, Tianjin University of Science &Technology, Tianjin 300450, PR China
| | - Huiying Zhou
- Key Laboratory of Industrial Fermentation Microbiology, Ministry of Education, College of Biotechnology, Tianjin University of Science &Technology, Tianjin 300450, PR China
| | - Guangcheng Yang
- School of Biology and Brewing Engineering, Taishan University, Taian 271018, PR China.
| | - Fuping Lu
- Key Laboratory of Industrial Fermentation Microbiology, Ministry of Education, College of Biotechnology, Tianjin University of Science &Technology, Tianjin 300450, PR China.
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Zhou C, Zhou H, Fang H, Ji Y, Wang H, Liu F, Zhang H, Lu F. Spo0A can efficiently enhance the expression of the alkaline protease gene aprE in Bacillus licheniformis by specifically binding to its regulatory region. Int J Biol Macromol 2020; 159:444-454. [PMID: 32437805 DOI: 10.1016/j.ijbiomac.2020.05.035] [Citation(s) in RCA: 6] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Key Words] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/18/2020] [Revised: 05/04/2020] [Accepted: 05/05/2020] [Indexed: 02/06/2023]
Abstract
The expression of enzymes in Bacillus licheniformis, such as the valuable extracellular alkaline protease AprE, is highly regulated by a complex transcriptional regulation mechanism. Here, we found that the transcript abundance of aprE varies >343-fold in response to the supply of nutrients or to environmental challenges. To identify the underlying regulatory mechanism, the core promoter of aprE and several important upstream regulatory regions outside the promoter were firstly confirmed by 5'-RACE and mutagenesis experiments. The specific proteins that bind to the identified sequences were subsequently captured by DNA pull-down experiments, which yielded the transcriptional factors (TFs) Spo0A, CggR, FruR, YhcZ, as well as fragments of functionally unassigned proteins. Further electrophoretic mobility shift assay (EMSA) and DNase I foot-printing experiments indicated that Spo0A can directly bind to the region from -92 to -118 nucleotides upstream of the transcription start site, and the deletion of this specific region drastically decreased the production of AprE. Taken together, these results indicated that the expression of aprE was mainly regulated by the interplay between Spo0A and its cognate DNA sequence, which was successfully applied to overproduce AprE in a genetically modified host harboring three aprE expression cassettes. The DNA binding proteins may serve to increase the efficiency of transcription by creating an additional binding site for RNA polymerase. The discovery of this mechanism significantly increases our understanding of the aprE transcription mechanism, which is of great importance for AprE overproduction.
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Affiliation(s)
- Cuixia Zhou
- Key laboratory of industrial fermentation microbiology, ministry of education, College of biotechnology, Tianjin University of Science &Technology, Tianjin 300450, PR China; School of biology and brewing engineering, Taishan University, Taian 271018, PR China
| | - Huiying Zhou
- Key laboratory of industrial fermentation microbiology, ministry of education, College of biotechnology, Tianjin University of Science &Technology, Tianjin 300450, PR China
| | - Honglei Fang
- Key laboratory of industrial fermentation microbiology, ministry of education, College of biotechnology, Tianjin University of Science &Technology, Tianjin 300450, PR China
| | - Yizhi Ji
- Beijing Key Laboratory of Biomass Waste Resource Utilization, College of Biochemistry and Engineering, Beijing Union University, Beijing 100023, PR China
| | - Hongbin Wang
- Key laboratory of industrial fermentation microbiology, ministry of education, College of biotechnology, Tianjin University of Science &Technology, Tianjin 300450, PR China
| | - Fufeng Liu
- Key laboratory of industrial fermentation microbiology, ministry of education, College of biotechnology, Tianjin University of Science &Technology, Tianjin 300450, PR China
| | - Huitu Zhang
- Key laboratory of industrial fermentation microbiology, ministry of education, College of biotechnology, Tianjin University of Science &Technology, Tianjin 300450, PR China.
| | - Fuping Lu
- Key laboratory of industrial fermentation microbiology, ministry of education, College of biotechnology, Tianjin University of Science &Technology, Tianjin 300450, PR China.
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Updates on the sporulation process in Clostridium species. Res Microbiol 2015; 166:225-35. [DOI: 10.1016/j.resmic.2014.12.001] [Citation(s) in RCA: 33] [Impact Index Per Article: 3.7] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/09/2014] [Revised: 12/07/2014] [Accepted: 12/09/2014] [Indexed: 12/19/2022]
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Abstract
Upon nutrient deprivation, Bacillus subtilis initiates the developmental process of sporulation by integrating environmental and extracellular signals. These signals are channeled into a phosphorelay ultimately activating the key transcriptional regulator of sporulation, Spo0A. Subsequently, phosphorylated Spo0A regulates the expression of genes required for sporulation to initiate. Here we identified a group of genes whose transcription levels are controlled by Spo0A during exponential growth. Among them, three upregulated genes, termed sivA, sivB (bslA), and sivC, encode factors found to inhibit Spo0A activation. We furthermore show that the Siv factors operate by reducing the activity of histidine kinases located at the top of the sporulation phosphorelay, thereby decreasing Spo0A phosphorylation. Thus, we demonstrate the existence of modulators, positively controlled by Spo0A, which inhibit inappropriate entry into the costly process of sporulation, when conditions are favorable for exponential growth.
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Pedrido ME, de Oña P, Ramirez W, Leñini C, Goñi A, Grau R. Spo0A links de novo fatty acid synthesis to sporulation and biofilm development in Bacillus subtilis. Mol Microbiol 2012; 87:348-67. [PMID: 23170957 DOI: 10.1111/mmi.12102] [Citation(s) in RCA: 41] [Impact Index Per Article: 3.4] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 11/13/2012] [Indexed: 11/25/2022]
Abstract
During sporulation in Bacillus subtilis, the committed-cell undergoes substantial membrane rearrangements to generate two cells of different sizes and fates: the mother cell and the forespore. Here, we demonstrate that the master transcription factor Spo0A reactivates lipid synthesis during development. Maximal Spo0A-dependent lipid synthesis occurs during the key stages of asymmetric division and forespore engulfment. Spo0A reactivates the accDA operon that encodes the carboxylase component of the acetyl-CoA carboxylase enzyme, which catalyses the first and rate-limiting step in de novo lipid biosynthesis, malonyl-CoA formation. The disruption of the Spo0A-binding box in the promoter region of accDA impairs its transcriptional reactivation and blocks lipid synthesis. The Spo0A-insensitive accDA(0A) cells were proficient in planktonic growth but defective in sporulation (σ(E) activation) and biofilm development (cell cluster formation and water repellency). Exogenous fatty acid supplementation to accDA(0A) cells overcomes their inability to synthesize lipids during development and restores sporulation and biofilm proficiencies. The transient exclusion of the lipid synthesis regulon from the forespore and the known compartmentalization of Spo0A and ACP in the mother cell suggest that de novo lipid synthesis is confined to the mother cell. The significance of the Spo0A-controlled de novo lipid synthesis during B. subtilis development is discussed.
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Affiliation(s)
- María E Pedrido
- Departamento de Microbiología, Universidad Nacional de Rosario, CONICET, Argentina
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Rosenbusch KE, Bakker D, Kuijper EJ, Smits WK. C. difficile 630Δerm Spo0A regulates sporulation, but does not contribute to toxin production, by direct high-affinity binding to target DNA. PLoS One 2012; 7:e48608. [PMID: 23119071 PMCID: PMC3485338 DOI: 10.1371/journal.pone.0048608] [Citation(s) in RCA: 56] [Impact Index Per Article: 4.7] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/25/2012] [Accepted: 09/26/2012] [Indexed: 12/19/2022] Open
Abstract
Clostridium difficile is a Gram positive, anaerobic bacterium that can form highly resistant endospores. The bacterium is the causative agent of C. difficile infection (CDI), for which the symptoms can range from a mild diarrhea to potentially fatal pseudomembranous colitis and toxic megacolon. Endospore formation in Firmicutes, including C. difficile, is governed by the key regulator for sporulation, Spo0A. In Bacillus subtilis, this transcription factor is also directly or indirectly involved in various other cellular processes. Here, we report that C. difficile Spo0A shows a high degree of similarity to the well characterized B. subtilis protein and recognizes a similar binding sequence. We find that the laboratory strain C. difficile 630Δerm contains an 18bp-duplication near the DNA-binding domain compared to its ancestral strain 630. In vitro binding assays using purified C-terminal DNA binding domain of the C. difficile Spo0A protein demonstrate direct binding to DNA upstream of spo0A and sigH, early sporulation genes and several other putative targets. In vitro binding assays suggest that the gene encoding the major clostridial toxin TcdB may be a direct target of Spo0A, but supernatant derived from a spo0A negative strain was no less toxic towards Vero cells than that obtained from a wild type strain, in contrast to previous reports. These results identify for the first time direct (putative) targets of the Spo0A protein in C. difficile and make a positive effect of Spo0A on production of the large clostridial toxins unlikely.
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Affiliation(s)
- Katharina E. Rosenbusch
- Department of Medical Microbiology, Leiden University Medical Center, Leiden, The Netherlands
| | - Dennis Bakker
- Department of Medical Microbiology, Leiden University Medical Center, Leiden, The Netherlands
| | - Ed J. Kuijper
- Department of Medical Microbiology, Leiden University Medical Center, Leiden, The Netherlands
| | - Wiep Klaas Smits
- Department of Medical Microbiology, Leiden University Medical Center, Leiden, The Netherlands
- * E-mail:
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Park SY, Park SH, Choi SK. Characterization of sporulation histidine kinases of Paenibacillus polymyxa. Res Microbiol 2012; 163:272-8. [PMID: 22391390 DOI: 10.1016/j.resmic.2012.02.003] [Citation(s) in RCA: 6] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/02/2011] [Accepted: 02/03/2012] [Indexed: 11/28/2022]
Abstract
Sporulation histidine kinases, which sense sporulation-specific signals and initiate phosphorelay reactions, are poorly conserved among Bacillus species. We found several putative genes for sporulation histidine kinases in the genome sequence of Paenibacillus polymyxa E681 and assayed the genes for complementation of sporulation mutants of Bacillus subtilis. One of these genes, Kin1377, significantly restored the sporulation deficiency of kinA kinB double mutant of B. subtilis, but not of B. subtilis spo0B mutant. These results indicated that Kin1377 requires B. subtilis Spo0B and possibly Spo0F to transfer phosphate to B. subtilis Spo0A. Another putative kinase, Kin1038, slightly restored the sporulation deficiencies of both kinA kinB double mutant and spo0B mutant of B. subtilis. However the sporulation deficiency of the B. subtilis spo0B mutant was significantly restored in the presence of both Kin1038 and P. polymyxa Spo0A. These results indicate that the overexpressed Kin1038 is able to interact directly with and activate P. polymyxa Spo0A, and that Spo0A can support spore formation in B. subtilis.
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Affiliation(s)
- Soo-Young Park
- Systems and Synthetic Biology Research Center, KRIBB, 125 Gwahak-ro, Yuseong-gu, Daejeon 305-806, Republic of Korea
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An A257V mutation in the bacillus subtilis response regulator Spo0A prevents regulated expression of promoters with low-consensus binding sites. J Bacteriol 2009; 191:5489-98. [PMID: 19581368 DOI: 10.1128/jb.00590-09] [Citation(s) in RCA: 5] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/20/2022] Open
Abstract
In Bacillus species, the master regulator of sporulation is Spo0A. Spo0A functions by both activating and repressing transcription initiation from target promoters that contain 0A boxes, the binding sites for Spo0A. Several classes of spo0A mutants have been isolated, and the molecular basis for their phenotypes has been determined. However, the molecular basis of the Spo0A(A257V) substitution, representative of an unusual phenotypic class, is not understood. Spo0A(A257V) is unusual in that it abolishes sporulation; in vivo, it fails to activate transcription from key stage II promoters yet retains the ability to repress the abrB promoter. To determine how Spo0A(A257V) retains the ability to repress but not stimulate transcription, we performed a series of in vitro and in vivo assays. We found unexpectedly that the mutant protein both stimulated transcription from the spoIIG promoter and repressed transcription from the abrB promoter, albeit twofold less than the wild type. A DNA binding analysis of Spo0A(A257V) showed that the mutant protein was less able to tolerate alterations in the sequence and arrangement of its DNA binding sites than the wild-type protein. In addition, we found that Spo0A(A257V) could stimulate transcription of a mutant spoIIG promoter in vivo in which low-consensus binding sites were replaced by high-consensus binding sites. We conclude that Spo0A(A257V) is able to bind to and regulate the expression of only genes whose promoters contain high-consensus binding sites and that this effect is sufficient to explain the observed sporulation defect.
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Dubey GP, Narayan A, Mattoo AR, Singh GP, Kurupati RK, Zaman MS, Aggarwal A, Baweja RB, Basu-Modak S, Singh Y. Comparative genomic study of spo0E family genes and elucidation of the role of Spo0E in Bacillus anthracis. Arch Microbiol 2008; 191:241-53. [DOI: 10.1007/s00203-008-0446-7] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/07/2008] [Revised: 09/05/2008] [Accepted: 11/03/2008] [Indexed: 11/30/2022]
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Abstract
While hundreds of microbial genomes are sequenced, the challenge remains to define their cis-regulatory maps. Here, we present a comparative genomic analysis of the cis-regulatory map of Shewanella oneidensis, an important model organism for bioremediation because of its extraordinary abilities to use a wide variety of metals and organic molecules as electron acceptors in respiration. First, from the experimentally verified transcriptional regulatory networks of Escherichia coli, we inferred 24 DNA motifs that are conserved in S. oneidensis. We then applied a new comparative approach on five Shewanella genomes that allowed us to systematically identify 194 nonredundant palindromic DNA motifs and corresponding regulons in S. oneidensis. Sixty-four percent of the predicted motifs are conserved in at least three of the seven newly sequenced and distantly related Shewanella genomes. In total, we obtained 209 unique DNA motifs in S. oneidensis that cover 849 unique transcription units. Besides conservation in other genomes, 77 of these motifs are supported by at least one additional type of evidence, including matching to known transcription factor binding motifs and significant functional enrichment or expression coherence of the corresponding target genes. Using the same approach on a more focused gene set, 990 differentially expressed genes derived from published microarray data of S. oneidensis during exposure to metal ions, we identified 31 putative cis-regulatory motifs (16 with at least one type of additional supporting evidence) that are potentially involved in the process of metal reduction. The majority (18/31) of those motifs had been found in our whole-genome comparative approach, further demonstrating that such an approach is capable of uncovering a large fraction of the regulatory map of a genome even in the absence of experimental data. The integrated computational approach developed in this study provides a useful strategy to identify genome-wide cis-regulatory maps and a novel avenue to explore the regulatory pathways for particular biological processes in bacterial systems.
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Affiliation(s)
- Jiajian Liu
- Department of Genetics, Washington University School of Medicine, 660 S Euclid, Box 8232, St Louis, MO 63110, USA
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Garti-Levi S, Hazan R, Kain J, Fujita M, Ben-Yehuda S. The FtsEX ABC transporter directs cellular differentiation inBacillus subtilis. Mol Microbiol 2008; 69:1018-28. [DOI: 10.1111/j.1365-2958.2008.06340.x] [Citation(s) in RCA: 46] [Impact Index Per Article: 2.9] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/27/2022]
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de Been M, Bart MJ, Abee T, Siezen RJ, Francke C. The identification of response regulator-specific binding sites reveals new roles of two-component systems in Bacillus cereus and closely related low-GC Gram-positives. Environ Microbiol 2008; 10:2796-809. [PMID: 18662309 DOI: 10.1111/j.1462-2920.2008.01700.x] [Citation(s) in RCA: 36] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/23/2022]
Abstract
In bacteria, environmental challenges are often translated into a transcriptional response via the cognate response regulators (RRs) of specialized two-component systems (TCSs). A phylogenetic footprinting/shadowing approach was designed and used to identify many novel RR-specific operators for species of the Bacillus cereus group and related Gram-positives. Analysis of the operator sequences revealed characteristic traits for each RR subfamily. For instance, operators related to the largest subfamily (OmpR) typically consisted of direct repeats (e.g. TTAAGA-N5-TTAAGA), whereas operators related to the second largest family (NarL) consisted of inverted repeats (e.g. ATGACA-N2-TGTCAT). This difference indicates a fundamentally different organization of the bound RR dimers between the two subfamilies. Moreover, the identification of the specific operator motifs allowed relating several RRs to a minimal regulon and thereby to a characteristic transcriptional response. Mostly, these regulons comprised genes encoding transport systems, suggesting a direct coupling of stimulus perception to the transport of target compounds. New biological roles could be attributed to various TCSs, including roles in cytochrome c biogenesis (HssRS), transport of carbohydrates, peptides and/or amino acids (YkoGH, LytSR), and resistance to toxic ions (LiaSR), antimicrobial peptides (BceRS) and beta-lactam antibiotics (BacRS, YcbLM). As more and more bacterial genome sequences are becoming available, the use of comparative analyses such as the approach applied in this study will further increase our knowledge of bacterial signal transduction mechanisms and provide directions for the assessment of their role in bacterial performance and survival strategies.
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Affiliation(s)
- Mark de Been
- TI Food and Nutrition (TIFN), Wageningen, the Netherlands.
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Abstract
Understanding gene regulation has been and remains one of the major challenges for the molecular biology community. Gene regulation is mediated by a variety of short DNA sequences called regulatory elements, which include transcription factor binding sites. A first step toward understanding gene regulation is the identification of regulatory elements present in the genome. This challenge has been defined as the "motif finding problem" in the field of computational biology. Over the past 20 years, many algorithms have been developed to tackle the motif finding problem computationally. The PhyloCon algorithm, developed in 2003, is one of the first motif finding algorithms that take advantage of two important data resources, i.e., phylogenetic conservation and gene co-regulation, to improve the efficiency of motif identification in biological datasets. This unit presents basic protocols to obtain, install, and apply the PhyloCon program and discusses the underlying algorithm and how to interpret the results.
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Affiliation(s)
- Ting Wang
- University of California at Santa Cruz, Santa Cruz, California, USA
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16
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Affiliation(s)
- Dmitry A Rodionov
- Burnham Institute for Medical Research, La Jolla, California 92037, USA.
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Castilla-Llorente V, Muñoz-Espín D, Villar L, Salas M, Meijer WJJ. Spo0A, the key transcriptional regulator for entrance into sporulation, is an inhibitor of DNA replication. EMBO J 2006; 25:3890-9. [PMID: 16888621 PMCID: PMC1553192 DOI: 10.1038/sj.emboj.7601266] [Citation(s) in RCA: 47] [Impact Index Per Article: 2.6] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/21/2006] [Accepted: 07/10/2006] [Indexed: 11/09/2022] Open
Abstract
The transcription factor Spo0A is a master regulator for entry into sporulation in Bacillus subtilis and also regulates expression of the virulent B. subtilis phage phi29. Here, we describe a novel function for Spo0A, being an inhibitor of DNA replication of both, the phi29 genome and the B. subtilis chromosome. Binding of Spo0A near the phi29 DNA ends, constituting the two origins of replication of the linear phi29 genome, prevents formation of phi29 protein p6-nucleoprotein initiation complex resulting in inhibition of phi29 DNA replication. At the B. subtilis oriC, binding of Spo0A to specific sequences, which mostly coincide with DnaA-binding sites, prevents open complex formation. Thus, by binding to the origins of replication, Spo0A prevents the initiation step of DNA replication of either genome. The implications of this novel role of Spo0A for phage phi29 development and the bacterial chromosome replication during the onset of sporulation are discussed.
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Affiliation(s)
- Virginia Castilla-Llorente
- Instituto de Biología Molecular ‘Eladio Viñuela' (CSIC), Centro de Biología Molecular ‘Severo Ochoa' (CSIC-UAM), Universidad Autónoma, Canto Blanco, Madrid, Spain
| | - Daniel Muñoz-Espín
- Instituto de Biología Molecular ‘Eladio Viñuela' (CSIC), Centro de Biología Molecular ‘Severo Ochoa' (CSIC-UAM), Universidad Autónoma, Canto Blanco, Madrid, Spain
| | - Laurentino Villar
- Instituto de Biología Molecular ‘Eladio Viñuela' (CSIC), Centro de Biología Molecular ‘Severo Ochoa' (CSIC-UAM), Universidad Autónoma, Canto Blanco, Madrid, Spain
| | - Margarita Salas
- Instituto de Biología Molecular ‘Eladio Viñuela' (CSIC), Centro de Biología Molecular ‘Severo Ochoa' (CSIC-UAM), Universidad Autónoma, Canto Blanco, Madrid, Spain
| | - Wilfried J J Meijer
- Instituto de Biología Molecular ‘Eladio Viñuela' (CSIC), Centro de Biología Molecular ‘Severo Ochoa' (CSIC-UAM), Universidad Autónoma, Canto Blanco, Madrid, Spain
- Facultad de Ciencias, Centro de Biología Molecular ‘Severo Ochoa' (CSIC-UAM), Universidad Autónoma, Canto Blanco, 28049 Madrid, Spain. Tel.: (+34) 91 497 8434; Fax: (+34) 91 497 8490; E-mail:
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Wörner K, Szurmant H, Chiang C, Hoch JA. Phosphorylation and functional analysis of the sporulation initiation factor Spo0A from Clostridium botulinum. Mol Microbiol 2006; 59:1000-12. [PMID: 16420367 DOI: 10.1111/j.1365-2958.2005.04988.x] [Citation(s) in RCA: 48] [Impact Index Per Article: 2.7] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/30/2022]
Abstract
The initiation of sporulation in aerobic Bacillus species is regulated by the phosphorelay consisting of several sensor histidine kinases, the Spo0F response regulator, the Spo0B phosphotransferase and the Spo0A transcription factor that upon phosphorylation represses genes for growth and activates the developmental process. Clostridium species lack both Spo0F and Spo0B and the identities of the sensor histidine kinases are unknown. The amino acid sequence of Spo0A is highly conserved in Clostridium botulinum relative to Bacillus subtilis but the cloned C. botulinum Spo0A was unable to complement a spo0A mutant of B. subtilis for sporulation. However, it was able to repress the abrB gene of B. subtilis. Active site mutations in Spo0A still repressed, indicating this activity was independent of phosphorylation. An orphan sensor histidine kinase of C. botulinum appeared to normally phosphorylate C. botulinum Spo0A and expression of this kinase in combination with C. botulinum Spo0A in B. subtilis was lethal, suggesting phosphorylation of C. botulinum Spo0A repressed essential growth genes as a prerequisite to sporulation but could not compensate for this effect by inducing sporulation. A chimera Spo0A consisting of a B. subtilis Spo0A response regulator domain fused to a C. botulinum DNA-binding domain was capable of restoring sporulation to a spo0A mutant of B. subtilis albeit at less than wild-type levels. The data suggest that induction of sporulation requires interactions of both domains of Spo0A with other conserved proteins and despite the high conservation of the amino acid sequence of C. botulinum Spo0A, some of these interactions have been lost.
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Affiliation(s)
- Kristina Wörner
- The Scripps Research Institute, 10550 N. Torrey Pines Road, La Jolla, CA 92037, USA
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Monsieurs P, Thijs G, Fadda AA, De Keersmaecker SCJ, Vanderleyden J, De Moor B, Marchal K. More robust detection of motifs in coexpressed genes by using phylogenetic information. BMC Bioinformatics 2006; 7:160. [PMID: 16549017 PMCID: PMC1525208 DOI: 10.1186/1471-2105-7-160] [Citation(s) in RCA: 15] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/14/2005] [Accepted: 03/20/2006] [Indexed: 11/30/2022] Open
Abstract
Background Several motif detection algorithms have been developed to discover overrepresented motifs in sets of coexpressed genes. However, in a noisy gene list, the number of genes containing the motif versus the number lacking the motif might not be sufficiently high to allow detection by classical motif detection tools. To still recover motifs which are not significantly enriched but still present, we developed a procedure in which we use phylogenetic footprinting to first delineate all potential motifs in each gene. Then we mutually compare all detected motifs and identify the ones that are shared by at least a few genes in the data set as potential candidates. Results We applied our methodology to a compiled test data set containing known regulatory motifs and to two biological data sets derived from genome wide expression studies. By executing four consecutive steps of 1) identifying conserved regions in orthologous intergenic regions, 2) aligning these conserved regions, 3) clustering the conserved regions containing similar regulatory regions followed by extraction of the regulatory motifs and 4) screening the input intergenic sequences with detected regulatory motif models, our methodology proves to be a powerful tool for detecting regulatory motifs when a low signal to noise ratio is present in the input data set. Comparing our results with two other motif detection algorithms points out the robustness of our algorithm. Conclusion We developed an approach that can reliably identify multiple regulatory motifs lacking a high degree of overrepresentation in a set of coexpressed genes (motifs belonging to sparsely connected hubs in the regulatory network) by exploiting the advantages of using both coexpression and phylogenetic information.
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Affiliation(s)
- Pieter Monsieurs
- ESAT-SCD/SISTA, K.U. Leuven, Kasteelpark Arenberg 10, 3001 Leuven-Heverlee, Belgium
| | - Gert Thijs
- ESAT-SCD/SISTA, K.U. Leuven, Kasteelpark Arenberg 10, 3001 Leuven-Heverlee, Belgium
| | - Abeer A Fadda
- Centre of Microbial and Plant Genetics, K.U. Leuven, Kasteelpark Arenberg 20, 3001 Leuven-Heverlee, Belgium
| | - Sigrid CJ De Keersmaecker
- Centre of Microbial and Plant Genetics, K.U. Leuven, Kasteelpark Arenberg 20, 3001 Leuven-Heverlee, Belgium
| | - Jozef Vanderleyden
- Centre of Microbial and Plant Genetics, K.U. Leuven, Kasteelpark Arenberg 20, 3001 Leuven-Heverlee, Belgium
| | - Bart De Moor
- ESAT-SCD/SISTA, K.U. Leuven, Kasteelpark Arenberg 10, 3001 Leuven-Heverlee, Belgium
| | - Kathleen Marchal
- Centre of Microbial and Plant Genetics, K.U. Leuven, Kasteelpark Arenberg 20, 3001 Leuven-Heverlee, Belgium
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Gerasimova AV, Gelfand MS. Evolution of the NadR regulon in Enterobacteriaceae. J Bioinform Comput Biol 2005; 3:1007-19. [PMID: 16078372 DOI: 10.1142/s0219720005001387] [Citation(s) in RCA: 20] [Impact Index Per Article: 1.1] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/05/2005] [Revised: 02/18/2005] [Accepted: 02/24/2005] [Indexed: 12/23/2022]
Abstract
The NAD biosynthetic pathway and NAD transformations in E. coli and S. typhi are well characterized. Using comparative genomics methods we describe the NadR regulon in other Enterobacteriaceae, identity new candidate regulon members and demonstrate that even a very simple regulon covering an essential methabolic pathway could be different in closely related genomes.
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Affiliation(s)
- Anna V Gerasimova
- Laboratory of Bioinformatics, State Scientific Center GOSNIIGenetika, 1-iy Dorozhny proezd 1, Moscow, 113545, Russia.
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Brunsing RL, La Clair C, Tang S, Chiang C, Hancock LE, Perego M, Hoch JA. Characterization of sporulation histidine kinases of Bacillus anthracis. J Bacteriol 2005; 187:6972-81. [PMID: 16199567 PMCID: PMC1251614 DOI: 10.1128/jb.187.20.6972-6981.2005] [Citation(s) in RCA: 62] [Impact Index Per Article: 3.3] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/20/2022] Open
Abstract
The initiation of sporulation in Bacillus species is regulated by the phosphorelay signal transduction pathway, which is activated by several histidine sensor kinases in response to cellular and metabolic signals. Comparison of the protein components of the phosphorelay between Bacillus subtilis and Bacillus anthracis revealed high homology in the phosphorelay orthologs of Spo0F, Spo0B, and Spo0A. The sensor domains of sensor histidine kinases are poorly conserved between species, making ortholog recognition tenuous. Putative sporulation sensor histidine kinases of B. anthracis were identified by homology to the HisKA domain of B. subtilis sporulation sensor histidine kinases, which interacts with Spo0F. Nine possible kinases were uncovered, and their genes were assayed for complementation of kinase mutants of B. subtilis, for ability to drive lacZ expression in B. subtilis and B. anthracis, and for the effect of deletion of each on the sporulation of B. anthracis. Five of the nine sensor histidine kinases were inferred to be capable of inducing sporulation in B. anthracis. Four of the sensor kinases could not be shown to induce sporulation; however, the genes for two of these were frameshifted in all B. anthracis strains and one of these was also frameshifted in the pathogenic pXO1-bearing Bacillus cereus strain G9241. It is proposed that acquisition of plasmid pXO1 and pathogenicity may require a dampening of sporulation regulation by mutational selection of sporulation sensor histidine kinase defects. The sporulation of B. anthracis ex vivo appears to result from any one or a combination of the sporulation sensor histidine kinases remaining.
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Affiliation(s)
- Ryan L Brunsing
- Division of Cellular Biology, Mail Code MEM-116, Department of Molecular and Experimental Medicine, The Scripps Research Institute, 10550 North Torrey Pines Road, La Jolla, CA 92037, USA
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Meijer WJJ, Castilla-Llorente V, Villar L, Murray H, Errington J, Salas M. Molecular basis for the exploitation of spore formation as survival mechanism by virulent phage phi29. EMBO J 2005; 24:3647-57. [PMID: 16193065 PMCID: PMC1276709 DOI: 10.1038/sj.emboj.7600826] [Citation(s) in RCA: 27] [Impact Index Per Article: 1.4] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/14/2005] [Accepted: 09/01/2005] [Indexed: 11/09/2022] Open
Abstract
Phage phi29 is a virulent phage of Bacillus subtilis with no known lysogenic cycle. Indeed, lysis occurs rapidly following infection of vegetative cells. Here, we show that phi29 possesses a powerful strategy that enables it to adapt its infection strategy to the physiological conditions of the infected host to optimize its survival and proliferation. Thus, the lytic cycle is suppressed when the infected cell has initiated the process of sporulation and the infecting phage genome is directed into the highly resistant spore to remain dormant until germination of the spore. We have also identified two host-encoded factors that are key players in this adaptive infection strategy. We present evidence that chromosome segregation protein Spo0J is involved in spore entrapment of the infected phi29 genome. In addition, we demonstrate that Spo0A, the master regulator for initiation of sporulation, suppresses phi29 development by repressing the main early phi29 promoters via different and novel mechanisms and also by preventing activation of the single late phi29 promoter.
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Affiliation(s)
- Wilfried J J Meijer
- Instituto de Biología Molecular Eladio Viñuela (CSIC), Centro de Biología Molecular Severo Ochoa (CSIC-UAM), Universidad Autónoma, Canto Blanco, Madrid, Spain.
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Su Z, Olman V, Mao F, Xu Y. Comparative genomics analysis of NtcA regulons in cyanobacteria: regulation of nitrogen assimilation and its coupling to photosynthesis. Nucleic Acids Res 2005; 33:5156-71. [PMID: 16157864 PMCID: PMC1214546 DOI: 10.1093/nar/gki817] [Citation(s) in RCA: 99] [Impact Index Per Article: 5.2] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/19/2022] Open
Abstract
We have developed a new method for prediction of cis-regulatory binding sites and applied it to predicting NtcA regulated genes in cyanobacteria. The algorithm rigorously utilizes concurrence information of multiple binding sites in the upstream region of a gene and that in the upstream regions of its orthologues in related genomes. A probabilistic model was developed for the evaluation of prediction reliability so that the prediction false positive rate could be well controlled. Using this method, we have predicted multiple new members of the NtcA regulons in nine sequenced cyanobacterial genomes, and showed that the false positive rates of the predictions have been reduced on an average of 40-fold compared to the conventional methods. A detailed analysis of the predictions in each genome showed that a significant portion of our predictions are consistent with previously published results about individual genes. Intriguingly, NtcA promoters are found for many genes involved in various stages of photosynthesis. Although photosynthesis is known to be tightly coordinated with nitrogen assimilation, very little is known about the underlying mechanism. We postulate for the fist time that these genes serve as the regulatory points to orchestrate these two important processes in a cyanobacterial cell.
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Affiliation(s)
| | | | | | - Ying Xu
- To whom correspondence should be addressed. Tel: 706 542 9779; Fax: 706 542 9751;
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Stephenson K, Lewis RJ. Molecular insights into the initiation of sporulation in Gram-positive bacteria: new technologies for an old phenomenon. FEMS Microbiol Rev 2005. [DOI: 10.1016/j.fmrre.2004.10.003] [Citation(s) in RCA: 13] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/18/2022] Open
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