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Igoshin OA, Brody MS, Price CW, Savageau MA. Distinctive topologies of partner-switching signaling networks correlate with their physiological roles. J Mol Biol 2007; 369:1333-52. [PMID: 17498739 PMCID: PMC2727513 DOI: 10.1016/j.jmb.2007.04.021] [Citation(s) in RCA: 36] [Impact Index Per Article: 2.1] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/22/2006] [Revised: 04/09/2007] [Accepted: 04/09/2007] [Indexed: 10/23/2022]
Abstract
Regulatory networks controlling bacterial gene expression often evolve from common origins and share homologous proteins and similar network motifs. However, when functioning in different physiological contexts, these motifs may be re-arranged with different topologies that significantly affect network performance. Here we analyze two related signaling networks in the bacterium Bacillus subtilis in order to assess the consequences of their different topologies, with the aim of formulating design principles applicable to other systems. These two networks control the activities of the general stress response factor sigma(B) and the first sporulation-specific factor sigma(F). Both networks have at their core a "partner-switching" mechanism, in which an anti-sigma factor forms alternate complexes either with the sigma factor, holding it inactive, or with an anti-anti-sigma factor, thereby freeing sigma. However, clear differences in network structure are apparent: the anti-sigma factor for sigma(F) forms a long-lived, "dead-end" complex with its anti-anti-sigma factor and ADP, whereas the genes encoding sigma(B) and its network partners lie in a sigma(B)-controlled operon, resulting in positive and negative feedback loops. We constructed mathematical models of both networks and examined which features were critical for the performance of each design. The sigma(F) model predicts that the self-enhancing formation of the dead-end complex transforms the network into a largely irreversible hysteretic switch; the simulations reported here also demonstrate that hysteresis and slow turn off kinetics are the only two system properties associated with this complex formation. By contrast, the sigma(B) model predicts that the positive and negative feedback loops produce graded, reversible behavior with high regulatory capacity and fast response time. Our models demonstrate how alterations in network design result in different system properties that correlate with regulatory demands. These design principles agree with the known or suspected roles of similar networks in diverse bacteria.
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Affiliation(s)
- Oleg A. Igoshin
- Department of Biomedical Engineering, University of California, Davis, CA, 95616
| | - Margaret S. Brody
- Department of Food Science, University of California, Davis, CA, 95616
| | - Chester W. Price
- Department of Food Science, University of California, Davis, CA, 95616
| | - Michael A. Savageau
- Department of Biomedical Engineering, University of California, Davis, CA, 95616
- Corresponding author: e-mail: ; phone 1(530) 754-8375; fax: 1(530) 7545739
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2
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Igoshin OA, Price CW, Savageau MA. Signalling network with a bistable hysteretic switch controls developmental activation of the sigma transcription factor in Bacillus subtilis. Mol Microbiol 2006; 61:165-84. [PMID: 16824103 DOI: 10.1111/j.1365-2958.2006.05212.x] [Citation(s) in RCA: 39] [Impact Index Per Article: 2.2] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/01/2022]
Abstract
The sporulation process of the bacterium Bacillus subtilis unfolds by means of separate but co-ordinated programmes of gene expression within two unequal cell compartments, the mother cell and the smaller forespore. sigmaF is the first compartment-specific transcription factor activated during this process, and it is controlled at the post-translational level by a partner-switching mechanism that restricts sigmaF activity to the forespore. The crux of this mechanism lies in the ability of the anti-sigma factor SpoIIAB (AB) to form alternative complexes either with sigmaF, holding it in an inactive form, or with the anti-anti-sigma factor SpoIIAA (AA) and a nucleotide, either ATP or ADP. In the complex with AB and ATP, AA is phosphorylated on a serine residue and released, making AB available to capture sigmaF in an inactive complex. Subsequent activation of sigmaF requires the intervention of the SpoIIE serine phosphatase to dephosphorylate AA, which can then attack the AB-sigmaF complex to induce the release of sigmaF. By incorporating biochemical, biophysical and genetic data from the literature we have constructed an integrative mathematical model of this partner-switching network. The model predicts that the self-enhancing formation of a long-lived complex of AA, AB and ADP transforms the network into an essentially irreversible hysteretic switch, thereby explaining the sharp, robust and irreversible activation of sigmaF in the forespore compartment. The model also clarifies the contributions of the partly redundant mechanisms that ensure correct spatial and temporal activation of sigmaF, reproduces the behaviour of various mutants and makes strong, testable predictions.
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Affiliation(s)
- Oleg A Igoshin
- Department of Biomedical Engineering, One Shields Avenue, University of California, Davis, CA 95616, USA
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3
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Iber D, Clarkson J, Yudkin MD, Campbell ID. The mechanism of cell differentiation in Bacillus subtilis. Nature 2006; 441:371-4. [PMID: 16710423 DOI: 10.1038/nature04666] [Citation(s) in RCA: 46] [Impact Index Per Article: 2.6] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/19/2006] [Accepted: 02/21/2006] [Indexed: 11/09/2022]
Abstract
Sporulation in Bacillus subtilis serves as a model for the development of two different cell types from a single cell. Although much information has been accumulated about the mechanisms that initiate the developmental programmes, important questions remain that can be answered only by quantitative analysis. Here we develop, with the help of existing and new experimental results, a mathematical model that reproduces published in vitro experiments and explains how the activation of the key transcription factor is regulated. The model identifies the difference in volume between the two cell types as the primary trigger for determining cell fate. It shows that this effect depends on the allosteric behaviour of a key protein kinase and on a low rate of dephosphorylation by the corresponding phosphatase; both predicted effects are confirmed experimentally.
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Affiliation(s)
- Dagmar Iber
- Mathematical Institute, Centre for Mathematical Biology, University of Oxford, Oxford OX1 3LB, UK.
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4
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Abstract
A general problem in developmental biology concerns the process by which cells of one type divide to give dissimilar daughter cells. Even though these daughter cells may be genetically identical, they can differ morphologically and physiologically and have different fates. As one of the simplest differentiation processes, Bacillus subtilis sporulation represents an excellent model system for studying cell differentiation. Several decades of study of this process have provided insight into cell cycle regulation and development. This review summarizes important advances in our understanding of asymmetric gene expression during spore formation with an emphasis on developmental stages that lead to asymmetric septum formation and especially to activation of the first compartment-specific sigma factor -sigma(F).
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Affiliation(s)
- Imrich Barák
- Institute of Molecular Biology, Slovak Academy of Sciences, 845 51 Bratislava 45, Slovakia.
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5
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Shu JC, Clarkson J, Yudkin M. Studies of SpoIIAB mutant proteins elucidate the mechanisms that regulate the developmental transcription factor sigmaF in Bacillus subtilis. Biochem J 2005; 384:169-78. [PMID: 15294015 PMCID: PMC1134100 DOI: 10.1042/bj20040923] [Citation(s) in RCA: 7] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/17/2022]
Abstract
SigmaF, the first compartment-specific sigma factor of sporulation, is regulated by an anti-sigma factor, SpoIIAB (AB) and its antagonist SpoIIAA (AA). AB can bind to sigmaF in the presence of ATP or to AA in the presence of ADP; in addition, AB can phosphorylate AA. The ability of AB to switch between its two binding partners regulates sigmaF. Early in sporulation, AA activates sigmaF by releasing it from its complex with AB. We have previously proposed a reaction scheme for the phosphorylation of AA by AB which accounts for AA's regulatory role. A crucial feature of this scheme is a conformational change in AB that accompanies its switch in binding partner. In the present study, we have studied three AB mutants, all of which have amino-acid replacements in the nucleotide-binding region; AB-E104K (Glu104-->Lys) and AB-T49K (Thr49-->Lys) fail to activate sigmaF, and AB-R105A (Arg105-->Ala) activates it prematurely. We used techniques of enzymology, surface plasmon resonance and fluorescence spectroscopy to analyse the defects in each mutant. AB-E104K was deficient in binding to AA, AB-T49K was deficient in binding to ADP and AB-R105A bound ADP exceptionally strongly. Although the release of sigmaF from all three mutant proteins was impaired, and all three failed to undergo the wild-type conformational change when switching binding partners, the phenotypes of the mutant cells were best accounted for by the properties of the respective AB species in forming complexes with AA and ADP. The behaviour of the mutants enables us to propose convincing mechanisms for the regulation of sigmaF in wild-type bacteria.
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Affiliation(s)
- Jwu-Ching Shu
- Microbiology Unit, Department of Biochemistry, University of Oxford, South Parks Road, Oxford OX1 3QU, U.K
| | - Joanna Clarkson
- Microbiology Unit, Department of Biochemistry, University of Oxford, South Parks Road, Oxford OX1 3QU, U.K
| | - Michael D. Yudkin
- Microbiology Unit, Department of Biochemistry, University of Oxford, South Parks Road, Oxford OX1 3QU, U.K
- To whom correspondence should be addressed (email )
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6
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Clarkson J, Campbell ID, Yudkin MD. Efficient regulation of sigmaF, the first sporulation-specific sigma factor in B.subtilis. J Mol Biol 2004; 342:1187-95. [PMID: 15351644 DOI: 10.1016/j.jmb.2004.07.090] [Citation(s) in RCA: 13] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/10/2004] [Revised: 07/23/2004] [Accepted: 07/26/2004] [Indexed: 10/26/2022]
Abstract
Differential gene expression is established in the prespore and mother-cell compartments of Bacillus subtilis through the successive activation of a series of cell-type-specific sigma factors. Crucial to the success of this process is the control of the first prespore-specific sigma factor, sigmaF. sigmaF is regulated by the proteins SpoIIAB, SpoIIAA and SpoIIE. SpoIIAB forms an inhibitory complex with sigmaF, which can be dissociated by interaction with SpoIIAA. During this interaction SpoIIAA is phosphorylated. SpoIIE is a membrane-bound phosphatase that dephosphorylates SpoIIAA, thereby re-activating it. It is not understood how sigmaF is activated specifically in the prespore but not in the mother cell. Here, we use a recently developed fluorescence spectroscopy technique to follow in real time the formation of sigmaF.SpoIIAB complexes and their dissociation by SpoIIAA. We show that complete activation of sigmaF is induced by a tenfold increase in SpoIIE activity. This result demonstrates that relatively small changes in SpoIIE activity, which could arise from asymmetric septation, can achieve the all-or-nothing response in sigmaF activity required by the cell. For long-term sigmaF activation, we find that sustained SpoIIE activity is required to counteract the activity of SpoIIAB. Even though the continual phosphorylation and dephosphorylation of SpoIIAA by these two enzymes will expend some ATP, the formation of SpoIIAA.SpoIIAB.ADP complexes greatly diminishes the rate of the phosphorylation reaction, and thus minimizes the wastage of energy. These features provide a very efficient system for regulating sigmaF.
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Affiliation(s)
- Joanna Clarkson
- Microbiology Unit, Department of Biochemistry, University of Oxford, South Parks Road, Oxford OX1 3QU, UK
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7
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Masuda S, Murakami KS, Wang S, Anders Olson C, Donigian J, Leon F, Darst SA, Campbell EA. Crystal structures of the ADP and ATP bound forms of the Bacillus anti-sigma factor SpoIIAB in complex with the anti-anti-sigma SpoIIAA. J Mol Biol 2004; 340:941-56. [PMID: 15236958 DOI: 10.1016/j.jmb.2004.05.040] [Citation(s) in RCA: 51] [Impact Index Per Article: 2.6] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/30/2004] [Accepted: 05/27/2004] [Indexed: 10/26/2022]
Abstract
Cell type-specific transcription during Bacillus sporulation is established by sigma(F), the activity of which is controlled by a regulatory circuit involving the anti-sigma factor and serine kinase SpoIIAB, and the anti-anti-sigma SpoIIAA. When ATP is present in the nucleotide-binding site of SpoIIAB, SpoIIAA is phosphorylated, followed by dissociation. The nucleotide-binding site of SpoIIAB is left bound to ADP. SpoIIAB(ADP) can bind an unphosphorylated molecule of SpoIIAA as a stable binding partner. Thus, in this circuit, SpoIIAA plays a dual role as a substrate of the SpoIIAB kinase activity, as well as a tight binding inhibitor. Crystal structures of both the pre-phosphorylation complex and the inhibitory complex, SpoIIAB(ATP) and SpoIIAB(ADP) bound to SpoIIAA, respectively, have been determined. The structural differences between the two forms are subtle and confined to interactions with the phosphoryl groups of the nucleotides. The structures reveal details of the SpoIIAA:SpoIIAB interactions and how phosphorylated SpoIIAA dissociates from SpoIIAB(ADP). Finally, the results confirm and expand upon the docking model for SpoIIAA function as an anti-anti-sigma in releasing sigma(F) from SpoIIAB.
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Affiliation(s)
- Shoko Masuda
- The Rockefeller University, 1230 York Avenue, New York, NY 10021, USA
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8
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Clarkson J, Campbell ID, Yudkin MD. Physical evidence for the induced release of the Bacillus subtilis transcription factor, sigma(F), from its inhibitory complex. J Mol Biol 2004; 340:203-9. [PMID: 15201047 DOI: 10.1016/j.jmb.2004.04.061] [Citation(s) in RCA: 10] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/08/2004] [Revised: 04/13/2004] [Accepted: 04/16/2004] [Indexed: 11/22/2022]
Abstract
The release of the transcription factor sigma(F) from its inhibitory complex with SpoIIAB is a key regulatory step in the control of sporulation in Bacillus subtilis as it initiates a pattern of differential gene expression in the mother cell and prespore compartments. The sigma(F).SpoIIAB complex is dissociated by the unphosphorylated form of the protein SpoIIAA, the alternative binding partner of SpoIIAB. Here, we employ fluorescence spectroscopy to examine the mechanism by which SpoIIAA acts on the sigma(F).SpoIIAB complex. We constructed a mutant of sigma(F), sigma(F)-W46L, which displayed a reproducible fluorescence response on binding to SpoIIAB. Using this mutant we were able to quantify the amount of sigma(F) bound to SpoIIAB in real time. The results provide physical evidence for the "induced release" mechanism of sigma(F) activation. We demonstrate that SpoIIAA interacts directly with the sigma(F).SpoIIAB complex, greatly decreasing the affinity of SpoIIAB for sigma(F) and thus causing the release of the latter. We also demonstrate that sigma(F) is released before SpoIIAA is phosphorylated and that release occurs on a similar time scale to the binding of SpoIIAA to SpoIIAB.
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Affiliation(s)
- Joanna Clarkson
- Microbiology Unit, Department of Biochemistry, University of Oxford, South Parks Road, Oxford OX1 3QU, UK
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9
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Hilbert DW, Piggot PJ. Compartmentalization of gene expression during Bacillus subtilis spore formation. Microbiol Mol Biol Rev 2004; 68:234-62. [PMID: 15187183 PMCID: PMC419919 DOI: 10.1128/mmbr.68.2.234-262.2004] [Citation(s) in RCA: 252] [Impact Index Per Article: 12.6] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/20/2022] Open
Abstract
Gene expression in members of the family Bacillaceae becomes compartmentalized after the distinctive, asymmetrically located sporulation division. It involves complete compartmentalization of the activities of sporulation-specific sigma factors, sigma(F) in the prespore and then sigma(E) in the mother cell, and then later, following engulfment, sigma(G) in the prespore and then sigma(K) in the mother cell. The coupling of the activation of sigma(F) to septation and sigma(G) to engulfment is clear; the mechanisms are not. The sigma factors provide the bare framework of compartment-specific gene expression. Within each sigma regulon are several temporal classes of genes, and for key regulators, timing is critical. There are also complex intercompartmental regulatory signals. The determinants for sigma(F) regulation are assembled before septation, but activation follows septation. Reversal of the anti-sigma(F) activity of SpoIIAB is critical. Only the origin-proximal 30% of a chromosome is present in the prespore when first formed; it takes approximately 15 min for the rest to be transferred. This transient genetic asymmetry is important for prespore-specific sigma(F) activation. Activation of sigma(E) requires sigma(F) activity and occurs by cleavage of a prosequence. It must occur rapidly to prevent the formation of a second septum. sigma(G) is formed only in the prespore. SpoIIAB can block sigma(G) activity, but SpoIIAB control does not explain why sigma(G) is activated only after engulfment. There is mother cell-specific excision of an insertion element in sigK and sigma(E)-directed transcription of sigK, which encodes pro-sigma(K). Activation requires removal of the prosequence following a sigma(G)-directed signal from the prespore.
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Affiliation(s)
- David W Hilbert
- Department of Microbiology and Immunology, Temple University School of Medicine, 3400 N. Broad St., Philadelphia, PA 19140, USA
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10
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Ho MS, Carniol K, Losick R. Evidence in support of a docking model for the release of the transcription factor sigma F from the antisigma factor SpoIIAB in Bacillus subtilis. J Biol Chem 2003; 278:20898-905. [PMID: 12676949 DOI: 10.1074/jbc.m302305200] [Citation(s) in RCA: 30] [Impact Index Per Article: 1.4] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/06/2022] Open
Abstract
Cell-specific activation of the transcription factor sigmaF during the process of sporulation in Bacillus subtilis is governed by an antisigma factor SpoIIAB and an anti-antisigma factor SpoIIAA. SpoIIAB, which exists as a dimer, binds to sigmaF in a complex of stoichiometry sigmaF.SpoIIAB2. Escape from the complex is mediated by SpoIIAA, which reacts with the complex to cause the release of free sigmaF. Previous evidence indicated that Arg-20 in SpoIIAB is a contact site for both sigmaF and SpoIIAA and that contact with sigmaF is mediated by Arg-20 on only one of the two subunits in the sigmaF.SpoIIAB2 complex. Here we report the construction of heterodimers of SpoIIAB in which one subunit is wild type and the other subunit is a mutant for Arg-20. We show that the dissociation constant for the binding of sigmaF to the heterodimer was similar to that for the wild type, a finding consistent with the idea that sigmaF contacts Arg-20 on only one of the two subunits. Although SpoIIAA was highly effective in causing the release of sigmaF from the wild type homodimer, the anti-antisigma factor had little effect on the release of sigmaF from the heterodimer. This finding is consistent with a model in which SpoIIAA docks on the sigmaF.SpoIIAB2 complex, making contact with the subunit in which Arg-20 is not in contact with sigmaF. SpoIIAB is both an anti-sigmaF factor and a protein kinase that phosphorylates and thereby inactivates SpoIIAA. We show that SpoIIAA effectively displaces sigmaF from a complex of sigmaF with a mutant (SpoIIABR105A) that is impaired in the kinase function of SpoIIAB. This result shows that SpoIIAA-mediated displacement of sigmaF from SpoIIAB does not require concomitant phosphorylation of SpoIIAA.
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Affiliation(s)
- Margaret S Ho
- Department of Molecular and Cellular Biology, Harvard University, Cambridge, Massachusetts 02138, USA
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Beaucher J, Rodrigue S, Jacques PE, Smith I, Brzezinski R, Gaudreau L. Novel Mycobacterium tuberculosis anti-sigma factor antagonists control sigmaF activity by distinct mechanisms. Mol Microbiol 2002; 45:1527-40. [PMID: 12354223 DOI: 10.1046/j.1365-2958.2002.03135.x] [Citation(s) in RCA: 76] [Impact Index Per Article: 3.5] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/20/2022]
Abstract
The aetiological agent of tuberculosis, Mycobacterium tuberculosis, encodes 13 sigma factors, as well as several putative anti-, and anti-anti- sigma factors. Here we show that a sigma factor that has been previously shown to be involved in virulence and persistence processes, sigmaF, can be specifically inhibited by the anti-sigma factor UsfX. Importantly, the inhibitory activity of UsfX, in turn, can be negatively regulated by two novel anti-anti-sigma factors. The first anti-anti-sigma factor seems to be regulated by redox potential, and the second may be regulated by phosphorylation as it is rendered non-functional by the introduction of a mutation that is believed to mimic phosphorylation of the anti-anti-sigma factor. These results suggest that sigmaF activity might be post-translationally modulated by at least two distinct pathways in response to different possible physiological cues, the outcome being consistent with the bacteria's ability to adapt to diverse host environments during disease progression, latency and reactivation.
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Affiliation(s)
- Jocelyn Beaucher
- Département de Biologie, Faculté des Sciences, Université de Sherbrooke, Québec, Canada
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Lee CS, Clarkson J, Shu JC, Campbell ID, Yudkin MD. Bacillus subtilis mutations that alter the pathway of phosphorylation of the anti-anti-sigmaF factor SpoIIAA lead to a Spo- phenotype. Mol Microbiol 2001; 40:9-19. [PMID: 11298272 DOI: 10.1046/j.1365-2958.2001.02353.x] [Citation(s) in RCA: 18] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/20/2022]
Abstract
Sigma-F, the first sporulation-specific transcription factor of Bacillus subtilis, is regulated by an anti-sigma factor SpoIIAB, which can also act as a protein kinase that phosphorylates the anti-anti-sigma factor SpoIIAA. The time course of phosphorylation reaction is biphasic, a fact that has been interpreted in terms of a mechanism for sequestering SpoIIAB away from sigmaF and thus allowing activation of sigmaF when needed. Site-directed mutagenesis of SpoIIAA has allowed us to isolate two mutants that cannot activate sigmaF and which are therefore Spo-. The two mutant SpoIIAA proteins, SpoIIAAL61A and SpoIIAAL90A, are phosphorylated with linear kinetics; in addition they are less able to form the stable non-covalent complex that wild-type SpoIIAA makes with SpoIIAB in the presence of ADP. The phosphorylated form of SpoIIAAL90A was hydrolysed by the specific phosphatase SpoIIE at the same rate as wild-type SpoIIAA-P, but the rate of hydrolysis of SpoIIAAL61A-P was much slower. The secondary structure and the global fold of the mutant proteins were unchanged from the wild type. The results are interpreted in terms of a model for the wild type in which SpoIIAB, after phosphorylating SpoIIAA, is released in a form that is tightly bound to ADP and which then makes a ternary complex with an unreacted SpoIIAA. We propose that it is the inability to make this ternary complex that deprives the mutant cells of a means of keeping SpoIIAB from inhibiting sigmaF.
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Affiliation(s)
- C S Lee
- Microbiology Unit, Department of Biochemistry, University of Oxford, South Parks Road, Oxford OX1 3QU, UK
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13
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Abstract
Progression of Bacillus subtilis through a series of morphological changes is driven by a cascade of sigma (sigma) factors and results in formation of a spore. Recent work has provided new insights into the location and function of proteins that control sigma factor activity, and has suggested that multiple mechanisms allow one sigma factor to replace another in the cascade.
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Affiliation(s)
- L Kroos
- Department of Biochemistry and Molecular Biology, Michigan State University, East Lansing, MI 48824, USA.
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