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Martins L, Mäkelä J, Häkkinen A, Kandhavelu M, Yli-Harja O, Fonseca JM, Ribeiro AS. Dynamics of transcription of closely spaced promoters in Escherichia coli, one event at a time. J Theor Biol 2012; 301:83-94. [PMID: 22370562 DOI: 10.1016/j.jtbi.2012.02.015] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/24/2011] [Revised: 02/08/2012] [Accepted: 02/13/2012] [Indexed: 01/18/2023]
Abstract
Many pairs of genes in Escherichia coli are driven by closely spaced promoters. We study the dynamics of expression of such pairs of genes driven by a model at the molecule and nucleotide level with delayed stochastic dynamics as a function of the binding affinity of the RNA polymerase to the promoter region, of the geometry of the promoter, of the distance between transcription start sites (TSSs) and of the repression mechanism. We find that the rate limiting steps of transcription at the TSS, the closed and open complex formations, strongly affect the kinetics of RNA production for all promoter configurations. Beyond a certain rate of transcription initiation events, we find that the interference between polymerases correlates the dynamics of production of the two RNA molecules from the two TSS and affects the distribution of intervals between consecutive productions of RNA molecules. The degree of correlation depends on the geometry, the distance between TSSs and repressors. Small changes in the distance between TSSs can cause abrupt changes in behavior patterns, suggesting that the sequence between adjacent promoters may be subject to strong selective pressure. The results provide better understanding on the sequence level mechanisms of transcription regulation in bacteria and may aid in the genetic engineering of artificial circuits based on closely spaced promoters.
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Affiliation(s)
- Leonardo Martins
- Faculdade de Ciências e Tecnologia Universidade Nova de Lisboa, Monte da Caparica, 2829-516 Caparica, Portugal
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2
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Stenberg KAE, Vihinen M. Crystal structure of a 1.6-hexanediol bound tetrameric form of Escherichia coli lac-repressor refined to 2.1 A resolution. Proteins 2009; 75:748-59. [PMID: 19004002 DOI: 10.1002/prot.22284] [Citation(s) in RCA: 12] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/15/2023]
Abstract
We report the structure of a novel tetrameric form of the lactose repressor (LacI) protein from Escherichia coli refined to 2.1 A resolution. The tetramer is bound to 1.6-hexanediol present in the crystallization solution and the final R(free) for the structure is 0.201. The structure confirms previously reported structures on the monomer level. However, the tetramer is much more densely packed. This adds a new level of complexity to the interpretation of mutational effects and challenges details in the current model for LacI function. Several amino acids, previously associated with changes in function but unexplained at the structural level, appear in a new structural context in this tetramer which provides new implications for their function.
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Affiliation(s)
- Kaj A E Stenberg
- Faculty of Biosciences, Division of Biochemistry, University of Helsinki, Helsinki, Finland.
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3
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Concentration and length dependence of DNA looping in transcriptional regulation. PLoS One 2009; 4:e5621. [PMID: 19479049 PMCID: PMC2682762 DOI: 10.1371/journal.pone.0005621] [Citation(s) in RCA: 76] [Impact Index Per Article: 5.1] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/04/2009] [Accepted: 04/06/2009] [Indexed: 11/19/2022] Open
Abstract
In many cases, transcriptional regulation involves the binding of transcription factors at sites on the DNA that are not immediately adjacent to the promoter of interest. This action at a distance is often mediated by the formation of DNA loops: Binding at two or more sites on the DNA results in the formation of a loop, which can bring the transcription factor into the immediate neighborhood of the relevant promoter. These processes are important in settings ranging from the historic bacterial examples (bacterial metabolism and the lytic-lysogeny decision in bacteriophage), to the modern concept of gene regulation to regulatory processes central to pattern formation during development of multicellular organisms. Though there have been a variety of insights into the combinatorial aspects of transcriptional control, the mechanism of DNA looping as an agent of combinatorial control in both prokaryotes and eukaryotes remains unclear. We use single-molecule techniques to dissect DNA looping in the lac operon. In particular, we measure the propensity for DNA looping by the Lac repressor as a function of the concentration of repressor protein and as a function of the distance between repressor binding sites. As with earlier single-molecule studies, we find (at least) two distinct looped states and demonstrate that the presence of these two states depends both upon the concentration of repressor protein and the distance between the two repressor binding sites. We find that loops form even at interoperator spacings considerably shorter than the DNA persistence length, without the intervention of any other proteins to prebend the DNA. The concentration measurements also permit us to use a simple statistical mechanical model of DNA loop formation to determine the free energy of DNA looping, or equivalently, the for looping.
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4
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A versatile bacterial expression vector based on the synthetic biology plasmid pSB1. Protein Expr Purif 2009; 64:198-204. [DOI: 10.1016/j.pep.2008.10.019] [Citation(s) in RCA: 9] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/23/2008] [Revised: 10/23/2008] [Accepted: 10/25/2008] [Indexed: 11/16/2022]
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5
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Kato K, Marui T, Kasai S, Shinmyo A. Artificial control of transgene expression in Chlamydomonas reinhardtii chloroplast using the lac regulation system from Escherichia coli. J Biosci Bioeng 2007; 104:207-13. [PMID: 17964485 DOI: 10.1263/jbb.104.207] [Citation(s) in RCA: 22] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/20/2007] [Accepted: 06/20/2007] [Indexed: 11/17/2022]
Abstract
Systems that can control the expression of a gene both temporally and spatially are important for the study of transgenic plants. Here, we describe an artificial, controllable gene expression system using the lac regulation system from Escherichia coli that we constructed in the Chlamydomonas reinhardtii chloroplast. This system consists of a controllable reporter gene expression cassette and the Lac repressor expression cassette. We created controller promoters by modifying two promoter sequences, rbcL and 16S rRNA, known to be highly active in the C. reinhardtii chloroplast. We inserted a synthetic lac operator sequence in different positions around these promoters, and both repression and induction of transcription were examined using appropriate repressor and inducer molecules. The effect of differing amounts of repressor protein on transcription was also investigated in stable chloroplast transformants. In the case of the modified rbcL promoter, although complete transcription repression was not achieved with the repressor, rapid, full induction was achieved within 1 h. In contrast, although the modified 16S rRNA promoter permitted almost complete repression, full transcription induction was not observed.
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Affiliation(s)
- Ko Kato
- Graduate School of Biological Sciences, Nara Institute of Science and Technology, 8916-5 Takayama, Ikoma, Nara 630-0101, Japan.
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6
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Saiz L, Vilar JMG. Ab initio thermodynamic modeling of distal multisite transcription regulation. Nucleic Acids Res 2007; 36:726-31. [PMID: 18056082 PMCID: PMC2241893 DOI: 10.1093/nar/gkm1034] [Citation(s) in RCA: 34] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/14/2022] Open
Abstract
Transcription regulation typically involves the binding of proteins over long distances on multiple DNA sites that are brought close to each other by the formation of DNA loops. The inherent complexity of assembling regulatory complexes on looped DNA challenges the understanding of even the simplest genetic systems, including the prototypical lac operon. Here we implement a scalable approach based on thermodynamic molecular properties to model ab initio systems regulated through multiple DNA sites with looping. We show that this approach applied to the lac operon accurately predicts the system behavior for a wide range of cellular conditions, which include the transcription rate over five orders of magnitude as a function of the repressor concentration for wild type and all seven combinations of deletions of three operators, as well as the observed induction curves for cells with and without active catabolite activator protein. Our results provide new insights into the detailed functioning of the lac operon and reveal an efficient avenue to incorporate the required underlying molecular complexity into fully predictive models of gene regulation.
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Affiliation(s)
- Leonor Saiz
- Integrative Biological Modeling Laboratory, Computational Biology Program, Memorial Sloan-Kettering Cancer Center, New York, NY 10021, USA
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7
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Kalodimos CG, Boelens R, Kaptein R. Toward an integrated model of protein-DNA recognition as inferred from NMR studies on the Lac repressor system. Chem Rev 2004; 104:3567-86. [PMID: 15303828 DOI: 10.1021/cr0304065] [Citation(s) in RCA: 67] [Impact Index Per Article: 3.4] [Reference Citation Analysis] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/30/2022]
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8
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Hawkins RJ, McLeish TCB. Coarse-grained model of entropic allostery. PHYSICAL REVIEW LETTERS 2004; 93:098104. [PMID: 15447145 DOI: 10.1103/physrevlett.93.098104] [Citation(s) in RCA: 48] [Impact Index Per Article: 2.4] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 06/16/2003] [Indexed: 05/24/2023]
Abstract
Many signaling functions in molecular biology require proteins to bind to substrates such as DNA in response to environmental signals such as the simultaneous binding to a small molecule. Examples are repressor proteins which may transmit information via a conformational change in response to the ligand binding. An alternative entropic mechanism of "allostery" suggests that the inducer ligand changes the intramolecular vibrational entropy, not just the mean static structure. We present a quantitative, coarse-grained model of entropic allostery, which suggests design rules for internal cohesive potentials in proteins employing this effect. It also addresses the issue of how the signal information to bind or unbind is transmitted through the protein. The model may be applicable to a wide range of repressors and also to signaling in trans-membrane proteins.
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Affiliation(s)
- Rhoda J Hawkins
- IRC in Polymer Science and Technology, School of Physics and Astronomy, University of Leeds, Leeds LS2 9JT, United Kingdom.
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9
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Kalodimos CG, Bonvin AM, Salinas RK, Wechselberger R, Boelens R, Kaptein R. Plasticity in protein-DNA recognition: lac repressor interacts with its natural operator 01 through alternative conformations of its DNA-binding domain. EMBO J 2002; 21:2866-76. [PMID: 12065400 PMCID: PMC126071 DOI: 10.1093/emboj/cdf318] [Citation(s) in RCA: 103] [Impact Index Per Article: 4.7] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/14/2022] Open
Abstract
The lac repressor-operator system is a model system for understanding protein-DNA interactions and allosteric mechanisms in gene regulation. Despite the wealth of biochemical data provided by extensive mutations of both repressor and operator, the specific recognition mechanism of the natural lac operators by lac repressor has remained elusive. Here we present the first high-resolution structure of a dimer of the DNA-binding domain of lac repressor bound to its natural operator 01. The global positioning of the dimer on the operator is dramatically asymmetric, which results in a different pattern of specific contacts between the two sites. Specific recognition is accomplished by a combination of elongation and twist by 48 degrees of the right lac subunit relative to the left one, significant rearrangement of many side chains as well as sequence-dependent deformability of the DNA. The set of recognition mechanisms involved in the lac repressor-operator system is unique among other protein-DNA complexes and presents a nice example of the adaptability that both proteins and DNA exhibit in the context of their mutual interaction.
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Affiliation(s)
| | | | | | | | | | - Robert Kaptein
- Bijvoet Center for Biomolecular Research, Utrecht University, Padualaan 8, NL-3584 CH Utrecht, The Netherlands
Corresponding author e-mail:
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10
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Abstract
In bacteria, coordinate expression of genes involved in lactose metabolism is regulated by the lac repressor and its DNA binding sequence, the lac operator. The lac operator-repressor complex can also be used to regulate gene expression in the laboratory mouse. In this review, I discuss the current state of murine trans-operons, and suggest ways this lac-based system might be used to build more advanced models of human diseases in the mouse.
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Affiliation(s)
- Heidi Scrable
- Department of Neuroscience, University of Virginia, Charlottesville, VA 22908, USA.
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11
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Kalodimos CG, Folkers GE, Boelens R, Kaptein R. Strong DNA binding by covalently linked dimeric Lac headpiece: evidence for the crucial role of the hinge helices. Proc Natl Acad Sci U S A 2001; 98:6039-44. [PMID: 11353825 PMCID: PMC33418 DOI: 10.1073/pnas.101129898] [Citation(s) in RCA: 48] [Impact Index Per Article: 2.1] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/18/2022] Open
Abstract
The combined structural and biochemical studies on Lac repressor bound to operator DNA have demonstrated the central role of the hinge helices in operator bending and the induction mechanism. We have constructed a covalently linked dimeric Lac-headpiece that binds DNA with four orders of magnitude higher affinity as compared with the monomeric form. This enabled a detailed biochemical and structural study of Lac binding to its cognate wild-type and selected DNA operators. The results indicate a profound contribution of hinge helices to the stability of the protein-DNA complex and highlight their central role in operator recognition. Furthermore, protein-DNA interactions in the minor groove appear to modulate hinge helix stability, thus accounting for affinity differences and protein-induced DNA bending among the various operator sites. Interestingly, the in vitro DNA-binding affinity of the reported dimeric Lac construct can de readily modulated by simple adjustment of redox conditions, thus rendering it a potential artificial gene regulator.
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Affiliation(s)
- C G Kalodimos
- Bijvoet Center for Biomolecular Research, Utrecht University, Padualaan 8, 3584 CH Utrecht, The Netherlands
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12
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The Transcription of Genes. Biochemistry 2001. [DOI: 10.1016/b978-012492543-4/50031-3] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/20/2022]
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13
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Glasfeld A, Koehler AN, Schumacher MA, Brennan RG. The role of lysine 55 in determining the specificity of the purine repressor for its operators through minor groove interactions. J Mol Biol 1999; 291:347-61. [PMID: 10438625 DOI: 10.1006/jmbi.1999.2946] [Citation(s) in RCA: 32] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/22/2022]
Abstract
The interaction of the dimeric Escherichia coli purine repressor (PurR) with its cognate sequences leads to a 45 degrees to 50 degrees kink at a central CpG base step towards the major groove, as dyad-related leucine side-chains interdigitate between these bases from the minor groove. The resulting broadening of the minor groove increases the accessibility of the six central base-pairs towards minor groove interactions with residues from PurR. It has been shown that lysine 55 of PurR makes a direct contact with the adenine base (Ade8) directly 5' to the central CpG base-pair step in the high-affinity purF operator sequence. We have investigated the importance of this interaction in the specificity and affinity of wild-type PurR (WT) for its operators and we have studied a mutant of PurR in which Lys55 is replaced with alanine (K55A). Complexes of WT and K55A with duplex DNA containing pur operator sequences varied at position 8 were investigated crystallographically, and binding studies were performed using fluorescence anisotropy. The structures of the protein-DNA complexes reveal a relatively unperturbed global conformation regardless of the identity of the base-pair at position 8 or residue 55. In all structures the combination of higher resolution and a palindromic purF operator site allowed several new PurR.DNA interactions to be observed, including contacts by Thr15, Thr16 and His20. The side-chain of Lys55 makes productive, though varying, interactions with the adenine, thymine or cytosine base at position 8 that result in equilibrium dissociation constants of 2.6 nM, 10 nM and 35 nM, respectively. However, the bulk of the lysine side-chain apparently blocks high-affinity binding of operators with guanine at position 8 (Kd620 nM). Also, the high-affinity binding conformation appears blocked, as crystals of WT bound to DNA with guanine at position 8 could not be grown. In complexes containing K55A, the alanine side-chain is too far removed to engage in van der Waals interactions with the operator, and, with the loss of the general electrostatic interaction between the phosphate backbone and the ammonium group of lysine, K55A binds each operator weakly. However, the mutation leads to a swap of specificity of PurR for the base at position 8, with K55A exhibiting a twofold preference for guanine over adenine. In addition to defining the role of Lys55 in PurR minor groove binding, these studies provide structural insight into the minor groove binding specificities of other LacI/GalR family members that have either alanine (e.g. LacI, GalR, CcpA) or a basic residue (e.g. RafR, ScrR, RbtR) at the comparable position.
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Affiliation(s)
- A Glasfeld
- Department of Biochemistry and Molecular Biology, Oregon Health Sciences University, Portland, OR, 97201-3098, USA
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14
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Hars U, Horlacher R, Boos W, Welte W, Diederichs K. Crystal structure of the effector-binding domain of the trehalose-repressor of Escherichia coli, a member of the LacI family, in its complexes with inducer trehalose-6-phosphate and noninducer trehalose. Protein Sci 1998; 7:2511-21. [PMID: 9865945 PMCID: PMC2143882 DOI: 10.1002/pro.5560071204] [Citation(s) in RCA: 31] [Impact Index Per Article: 1.2] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/06/2022]
Abstract
The crystal structure of the Escherichia coli trehalose repressor (TreR) in a complex with its inducer trehalose-6-phosphate was determined by the method of multiple isomorphous replacement (MIR) at 2.5 A resolution, followed by the structure determination of TreR in a complex with its noninducer trehalose at 3.1 A resolution. The model consists of residues 61 to 315 comprising the effector binding domain, which forms a dimer as in other members of the LacI family. This domain is composed of two similar subdomains each consisting of a central beta-sheet sandwiched between alpha-helices. The effector binding pocket is at the interface of these subdomains. In spite of different physiological functions, the crystal structures of the two complexes of TreR turned out to be virtually identical to each other with the conformation being similar to those of the effector binding domains of the LacI and PurR in complex with their effector molecules. According to the crystal structure, the noninducer trehalose binds to a similar site as the trehalose portion of trehalose-6-phosphate. The binding affinity for the former is lower than for the latter. The noninducer trehalose thus binds competitively to the repressor. Unlike the phosphorylated inducer molecule, it is incapable of blocking the binding of the repressor headpiece to its operator DNA. The ratio of the concentrations of trehalose-6-phosphate and trehalose thus is used to switch between the two alternative metabolic uses of trehalose as an osmoprotectant and as a carbon source.
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Affiliation(s)
- U Hars
- Department of Biology, University of Konstanz, Germany
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15
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Guajardo R, Lopez P, Dreyfus M, Sousa R. NTP concentration effects on initial transcription by T7 RNAP indicate that translocation occurs through passive sliding and reveal that divergent promoters have distinct NTP concentration requirements for productive initiation. J Mol Biol 1998; 281:777-92. [PMID: 9719634 DOI: 10.1006/jmbi.1998.1988] [Citation(s) in RCA: 41] [Impact Index Per Article: 1.6] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/22/2022]
Abstract
The hypothesis that active site translocation during initial transcription occurs by a passive sliding mechanism which allows the pre- and post-translocated states to equilibrate on the time scale of bond formation was tested by evaluating the effects of NTP concentration on individual transcript extension steps in the presence of translocation roadblocks created by proteins bound immediately downstream of a T7 promoter, as well as by evaluating the effects of NTP concentration on competing transcript extension pathways (iterative synthesis and "normal" extension). Results are consistent with a passive sliding mechanism for translocation which is driven by NTP binding, and are inconsistent with mechanisms in which the pre- and post-translocated states fail to equilibrate with each other on the time scale of bond formation or in which translocation is driven by NTP hydrolysis. We also find, in agreement with many previous studies, that divergence from consensus in the ITS (initially transcribed sequence) of the T7 promoter decreases productive initiation. However, this appears to be largely due to increases in the NTP concentration requirements for efficient transcription on the divergent ITSs.
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Affiliation(s)
- R Guajardo
- Dept. of Biochemistry, University of Texas Health Science Ctr., 7703 Floyd Curl Drive, San Antonio, TX 78284-7760, USA
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16
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Abstract
For a long time, repression of transcription in Escherichia coli was thought to be generally caused by one repressor binding to one operator. Recent work has indicated the frequent presence of auxiliary operators and helper proteins. The recent solution of the X-ray structures of Lac and Pur repressors were breakthroughs; yet, it has become painfully clear that important aspects of repression are still not understood.
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Affiliation(s)
- B Müller-Hill
- Institut für Genetik der Universität zu Köln, Weyertal 121, D-50931 Köln, Germany.
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17
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Lopez PJ, Guillerez J, Sousa R, Dreyfus M. On the mechanism of inhibition of phage T7 RNA polymerase by lac repressor. J Mol Biol 1998; 276:861-75. [PMID: 9566192 DOI: 10.1006/jmbi.1997.1576] [Citation(s) in RCA: 26] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/22/2022]
Abstract
We study here the effect on phage T7 RNA polymerase activity of lac repressor bound downstream of the T7 promoter. When repressor binds in vitro at an operator centered at +13 or +15 with respect to transcription start, it does not prevent initiation, though the transcript yield is reduced. However, the processivity of the polymerase is depressed and transcript extension is blocked at positions +4 and +6, respectively. These results indicate that repressor and polymerase do not simply exclude each other from the promoter. Rather, they would come into steric conflict and compete for establishment or retention of interactions with the same segment of DNA, without this leading to the immediate displacement of either polymerase or repressor. The resulting destabilization of the transcription complex would depress both initiation rate and enzyme processivity. In contrast to the above results, little reduction in runoff transcription is observed when operator is centered at +47. The decreased sensitivity of polymerase to repressor bound at +47 versus +13 or +15 is likely to be due to the higher stability of the elongation complex during the transcription of downstream regions in comparison with the first transcribed nucleotides. We also show that under conditions of leaky repression and with operator centered at +13, a mutant T7 RNA polymerase showing normal promoter affinity but a slower elongation rate is more sensitive to repression than the wild-type enzyme, both in vitro and in vivo. In vitro, this higher sensitivity is largely due to a reduced ability of the mutant to overcome the elongation block at position +4. The parallel between the in vitro and in vivo data suggests that in vivo the repressor also does not prevent polymerase from binding to promoter, but interferes with subsequent steps in initiation and transcript extension, in this case presumably largely extension beyond +4.
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Affiliation(s)
- P J Lopez
- Laboratoire de Génétique Moléculaire (CNRS URA 1302), Ecole Normale Supérieure, Paris, France
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