1
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Swint-Kruse L, Martin TA, Page BM, Wu T, Gerhart PM, Dougherty LL, Tang Q, Parente DJ, Mosier BR, Bantis LE, Fenton AW. Rheostat functional outcomes occur when substitutions are introduced at nonconserved positions that diverge with speciation. Protein Sci 2021; 30:1833-1853. [PMID: 34076313 DOI: 10.1002/pro.4136] [Citation(s) in RCA: 10] [Impact Index Per Article: 3.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/23/2021] [Revised: 05/25/2021] [Accepted: 05/28/2021] [Indexed: 12/14/2022]
Abstract
When amino acids vary during evolution, the outcome can be functionally neutral or biologically-important. We previously found that substituting a subset of nonconserved positions, "rheostat" positions, can have surprising effects on protein function. Since changes at rheostat positions can facilitate functional evolution or cause disease, more examples are needed to understand their unique biophysical characteristics. Here, we explored whether "phylogenetic" patterns of change in multiple sequence alignments (such as positions with subfamily specific conservation) predict the locations of functional rheostat positions. To that end, we experimentally tested eight phylogenetic positions in human liver pyruvate kinase (hLPYK), using 10-15 substitutions per position and biochemical assays that yielded five functional parameters. Five positions were strongly rheostatic and three were non-neutral. To test the corollary that positions with low phylogenetic scores were not rheostat positions, we combined these phylogenetic positions with previously-identified hLPYK rheostat, "toggle" (most substitution abolished function), and "neutral" (all substitutions were like wild-type) positions. Despite representing 428 variants, this set of 33 positions was poorly statistically powered. Thus, we turned to the in vivo phenotypic dataset for E. coli lactose repressor protein (LacI), which comprised 12-13 substitutions at 329 positions and could be used to identify rheostat, toggle, and neutral positions. Combined hLPYK and LacI results show that positions with strong phylogenetic patterns of change are more likely to exhibit rheostat substitution outcomes than neutral or toggle outcomes. Furthermore, phylogenetic patterns were more successful at identifying rheostat positions than were co-evolutionary or eigenvector centrality measures of evolutionary change.
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Affiliation(s)
- Liskin Swint-Kruse
- Department of Biochemistry and Molecular Biology, The University of Kansas Medical Center, Kansas City, Kansas, USA
| | - Tyler A Martin
- Department of Biochemistry and Molecular Biology, The University of Kansas Medical Center, Kansas City, Kansas, USA
| | - Braelyn M Page
- Department of Biochemistry and Molecular Biology, The University of Kansas Medical Center, Kansas City, Kansas, USA
| | - Tiffany Wu
- Department of Biochemistry and Molecular Biology, The University of Kansas Medical Center, Kansas City, Kansas, USA
| | - Paige M Gerhart
- Department of Biochemistry and Molecular Biology, The University of Kansas Medical Center, Kansas City, Kansas, USA
| | - Larissa L Dougherty
- Department of Biochemistry and Molecular Biology, The University of Kansas Medical Center, Kansas City, Kansas, USA.,Department of Biochemistry and Cell Biology, Geisel School of Medicine at Dartmouth College, Hanover, New Hampshire, USA
| | - Qingling Tang
- Department of Biochemistry and Molecular Biology, The University of Kansas Medical Center, Kansas City, Kansas, USA
| | - Daniel J Parente
- Department of Family Medicine and Community Health, The University of Kansas Medical Center, Kansas City, Kansas, USA
| | - Brian R Mosier
- Department of Biostatistics and Data Science, The University of Kansas Medical Center, Kansas City, Kansas, USA
| | - Leonidas E Bantis
- Department of Biostatistics and Data Science, The University of Kansas Medical Center, Kansas City, Kansas, USA
| | - Aron W Fenton
- Department of Biochemistry and Molecular Biology, The University of Kansas Medical Center, Kansas City, Kansas, USA
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2
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Sousa FL, Parente DJ, Hessman JA, Chazelle A, Teichmann SA, Swint-Kruse L. Data on publications, structural analyses, and queries used to build and utilize the AlloRep database. Data Brief 2016; 8:948-57. [PMID: 27508249 PMCID: PMC4961497 DOI: 10.1016/j.dib.2016.07.006] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/03/2016] [Revised: 06/22/2016] [Accepted: 07/04/2016] [Indexed: 01/08/2023] Open
Abstract
The AlloRep database (www.AlloRep.org) (Sousa et al., 2016) [1] compiles extensive sequence, mutagenesis, and structural information for the LacI/GalR family of transcription regulators. Sequence alignments are presented for >3000 proteins in 45 paralog subfamilies and as a subsampled alignment of the whole family. Phenotypic and biochemical data on almost 6000 mutants have been compiled from an exhaustive search of the literature; citations for these data are included herein. These data include information about oligomerization state, stability, DNA binding and allosteric regulation. Protein structural data for 65 proteins are presented as easily-accessible, residue-contact networks. Finally, this article includes example queries to enable the use of the AlloRep database. See the related article, “AlloRep: a repository of sequence, structural and mutagenesis data for the LacI/GalR transcription regulators” (Sousa et al., 2016) [1].
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Affiliation(s)
- Filipa L Sousa
- Institute of Molecular Evolution, Heinrich-Heine Universität Düsseldorf, Universitätstrasse 1, 40225 Düsseldorf, Germany
| | - Daniel J Parente
- The Department of Biochemistry and Molecular Biology, The University of Kansas Medical Center, Kansas City, KS 66160, USA
| | - Jacob A Hessman
- The Department of Biochemistry and Molecular Biology, The University of Kansas Medical Center, Kansas City, KS 66160, USA
| | - Allen Chazelle
- The Department of Biochemistry and Molecular Biology, The University of Kansas Medical Center, Kansas City, KS 66160, USA
| | - Sarah A Teichmann
- European Molecular Biology Laboratory, European Bioinformatics Institute, Wellcome Trust Genome Campus, Hinxton, Cambridge CB10 1SD, UK; Wellcome Trust Sanger Institute, Wellcome Trust Genome Campus, Hinxton, Cambridge CB10 1SA, UK
| | - Liskin Swint-Kruse
- The Department of Biochemistry and Molecular Biology, The University of Kansas Medical Center, Kansas City, KS 66160, USA
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3
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Stetz MA, Carter MV, Wand AJ. Optimized expression and purification of biophysical quantities of Lac repressor and Lac repressor regulatory domain. Protein Expr Purif 2016; 123:75-82. [PMID: 27064119 DOI: 10.1016/j.pep.2016.04.003] [Citation(s) in RCA: 6] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/08/2016] [Revised: 04/01/2016] [Accepted: 04/06/2016] [Indexed: 11/19/2022]
Abstract
The recombinant production of Lac repressor (LacI) in Escherichia coli is complicated by its ubiquitous use as a regulatory element in commercially-available expression vectors and host strains. While LacI-regulated expression systems are often used to produce recombinant LacI, the product can be heterogeneous and unsuitable for some studies. Alternative approaches include using unregulated vectors which typically suffer from low yield or vectors with promoters induced by metabolically active sugars which can dilute isotope labels necessary for certain biophysical studies. Here, an optimized expression system and isolation protocol for producing various constructs of LacI is introduced which eliminates these complications. The expression vector is an adaptation of the pASK backbone wherein expression of the lacI gene is regulated by an anhydrotetracyline inducible tetA promoter and the host strain lacks the lacI gene. Typical yields in highly deuterated minimal medium are nearly 2-fold greater than those previously reported. Notably, the new expression system is also able to produce the isolated regulatory domain of LacI without co-expression of the full-length protein and without any defects in cell viability, eliminating the inconvenient requirement for strict monitoring of cell densities during pre-culturing. Typical yields in highly deuterated minimal medium are significantly greater than those previously reported. Characterization by solution NMR shows that LacI constructs produced using this expression system are highly homogenous and functionally active.
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Affiliation(s)
- Matthew A Stetz
- Johnson Research Foundation and Department of Biochemistry & Biophysics, University of Pennsylvania Perelman School of Medicine, Philadelphia, PA 19104, USA
| | - Marie V Carter
- Johnson Research Foundation and Department of Biochemistry & Biophysics, University of Pennsylvania Perelman School of Medicine, Philadelphia, PA 19104, USA
| | - A Joshua Wand
- Johnson Research Foundation and Department of Biochemistry & Biophysics, University of Pennsylvania Perelman School of Medicine, Philadelphia, PA 19104, USA.
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4
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Howell SC, Richards DH, Mitch WA, Wilson CJ. Leveraging the Mechanism of Oxidative Decay for Adenylate Kinase to Design Structural and Functional Resistances. ACS Chem Biol 2015; 10:2393-404. [PMID: 26266833 DOI: 10.1021/acschembio.5b00431] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/20/2022]
Abstract
Characterization of the mechanisms underlying hypohalous acid (i.e., hypochlorous acid or hypobromous acid) degradation of proteins is important for understanding how the immune system deactivates pathogens during infections and damages human tissues during inflammatory diseases. Proteins are particularly important hypohalous acid reaction targets in pathogens and in host tissues, as evidenced by the detection of chlorinated and brominated oxidizable residues. While a significant amount of work has been conducted for reactions of hypohalous acids with a range of individual amino acids and small peptides, the assessment of oxidative decay in full-length proteins has lagged in comparison. The most rigorous test of our understanding of oxidative decay of proteins is the rational redesign of proteins with conferred resistances to the decay of structure and function. Toward this end, in this study, we experimentally determined a putative mechanism of oxidative decay using adenylate kinase as the model system. In turn, we leveraged this mechanism to rationally design new proteins and experimentally test each system for oxidative resistance to loss of structure and function. From our extensive assessment of secondary structure, protein hydrodynamics, and enzyme activity upon hypochlorous acid or hypobromous acid challenge, we have identified two key strategies for conferring structural and functional resistance, namely, the design of proteins (adenylate kinase enzymes) that are resistant to oxidation requires complementary consideration of protein stability and the modification (elimination) of certain oxidizable residues proximal to catalytic sites.
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Affiliation(s)
| | | | - William A. Mitch
- Department
of Civil and Environmental Engineering, Stanford University, Stanford, California 94305, United States
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5
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Arpino JAJ, Hancock EJ, Anderson J, Barahona M, Stan GBV, Papachristodoulou A, Polizzi K. Tuning the dials of Synthetic Biology. MICROBIOLOGY-SGM 2013; 159:1236-1253. [PMID: 23704788 PMCID: PMC3749727 DOI: 10.1099/mic.0.067975-0] [Citation(s) in RCA: 76] [Impact Index Per Article: 6.9] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Indexed: 12/04/2022]
Abstract
Synthetic Biology is the ‘Engineering of Biology’ – it aims to use a forward-engineering design cycle based on specifications, modelling, analysis, experimental implementation, testing and validation to modify natural or design new, synthetic biology systems so that they behave in a predictable fashion. Motivated by the need for truly plug-and-play synthetic biological components, we present a comprehensive review of ways in which the various parts of a biological system can be modified systematically. In particular, we review the list of ‘dials’ that are available to the designer and discuss how they can be modelled, tuned and implemented. The dials are categorized according to whether they operate at the global, transcriptional, translational or post-translational level and the resolution that they operate at. We end this review with a discussion on the relative advantages and disadvantages of some dials over others.
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Affiliation(s)
- James A J Arpino
- Centre for Synthetic Biology and Innovation, Imperial College London, South Kensington Campus, London SW7 2AZ, UK.,Department of Mathematics, Imperial College London, South Kensington Campus, London SW7 2AZ, UK.,Department of Life Sciences, Imperial College London, South Kensington Campus, London SW7 2AZ, UK
| | - Edward J Hancock
- Department of Engineering Science, University of Oxford, Parks Road, Oxford OX1 3PJ, UK
| | - James Anderson
- St John's College, St Giles, Oxford OX1 3JP, UK.,Department of Engineering Science, University of Oxford, Parks Road, Oxford OX1 3PJ, UK
| | - Mauricio Barahona
- Department of Mathematics, Imperial College London, South Kensington Campus, London SW7 2AZ, UK
| | - Guy-Bart V Stan
- Department of Bioengineering, Imperial College London, South Kensington Campus, London SW7 2AZ, UK.,Centre for Synthetic Biology and Innovation, Imperial College London, South Kensington Campus, London SW7 2AZ, UK
| | | | - Karen Polizzi
- Department of Life Sciences, Imperial College London, South Kensington Campus, London SW7 2AZ, UK.,Centre for Synthetic Biology and Innovation, Imperial College London, South Kensington Campus, London SW7 2AZ, UK
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6
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In vivo kinetics of transcription initiation of the lar promoter in Escherichia coli. Evidence for a sequential mechanism with two rate-limiting steps. BMC SYSTEMS BIOLOGY 2011; 5:149. [PMID: 21943372 PMCID: PMC3191489 DOI: 10.1186/1752-0509-5-149] [Citation(s) in RCA: 30] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 06/14/2011] [Accepted: 09/25/2011] [Indexed: 11/10/2022]
Abstract
BACKGROUND In Escherichia coli the mean and cell-to-cell diversity in RNA numbers of different genes vary widely. This is likely due to different kinetics of transcription initiation, a complex process with multiple rate-limiting steps that affect RNA production. RESULTS We measured the in vivo kinetics of production of individual RNA molecules under the control of the lar promoter in E. coli. From the analysis of the distributions of intervals between transcription events in the regimes of weak and medium induction, we find that the process of transcription initiation of this promoter involves a sequential mechanism with two main rate-limiting steps, each lasting hundreds of seconds. Both steps become faster with increasing induction by IPTG and Arabinose. CONCLUSIONS The two rate-limiting steps in initiation are found to be important regulators of the dynamics of RNA production under the control of the lar promoter in the regimes of weak and medium induction. Variability in the intervals between consecutive RNA productions is much lower than if there was only one rate-limiting step with a duration following an exponential distribution. The methodology proposed here to analyze the in vivo dynamics of transcription may be applicable at a genome-wide scale and provide valuable insight into the dynamics of prokaryotic genetic networks.
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7
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Zhan H, Camargo M, Matthews KS. Positions 94-98 of the lactose repressor N-subdomain monomer-monomer interface are critical for allosteric communication. Biochemistry 2010; 49:8636-45. [PMID: 20804152 DOI: 10.1021/bi101106x] [Citation(s) in RCA: 17] [Impact Index Per Article: 1.2] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/25/2022]
Abstract
The central region of the LacI N-subdomain monomer-monomer interface includes residues K84, V94, V95, V96, S97, and M98. The side chains of these residues line the β-strands at this interface and interact to create a network of hydrophobic, charged, and polar interactions that significantly rearranges in different functional states of LacI. Prior work showed that converting K84 to an apolar residue or converting V96 to an acidic residue impedes the allosteric response to inducer. Thus, we postulated that a disproportionate number of substitutions in this region of the monomer-monomer interface would alter the complex features of the LacI allosteric response. To explore this hypothesis, acidic, basic, polar, and apolar mutations were introduced at positions 94-98. Despite their varied locations along the β-strands that flank the interface, ∼70% of the mutations impact allosteric behavior, with the most significant effects found for charged substitutions. Of note, many of the LacI variants with minor functional impact exhibited altered stability to urea denaturation. The results confirm the critical role of amino acids 94-98 and indicate that this N-subdomain interface forms a primary pathway in LacI allosteric response.
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Affiliation(s)
- Hongli Zhan
- Department of Biochemistry and Cell Biology, Rice University, MS-140, 6100 South Main Street, Houston, Texas 77005, USA
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8
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Zhan H, Sun Z, Matthews KS. Functional impact of polar and acidic substitutions in the lactose repressor hydrophobic monomer.monomer interface with a buried lysine. Biochemistry 2009; 48:1305-14. [PMID: 19166325 DOI: 10.1021/bi801357f] [Citation(s) in RCA: 12] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/09/2023]
Abstract
Despite predicted energetic penalties, the charged K84 side chains of tetrameric lactose repressor protein (LacI) are found buried within the highly hydrophobic monomer.monomer interface that includes side chains of V94 and V96. Once inducer binding has occurred, these K84 side chains move to interact with the more solvent-exposed side chains of D88 and E100'. Previous studies demonstrated that hydrophobic substitutions for K84 increased protein stability and significantly impaired the allosteric response. These results indicated that enhanced hydrophobic interactions at the monomer.monomer interface remove the energetic driving force of the buried charges, decreasing the likelihood of a robust conformational change and stabilizing the structure. We hypothesized that creating a salt bridge network with the lysine side chains by including nearby negatively charged residues might result in a similar outcome. To that end, acidic residues, D and E, and their neutral amides, N and Q, were substituted for the valines at positions 94 and 96. These variants exhibited one or more of the following functional changes: weakened inducer binding, impaired allosteric response, and diminished protein stability. For V96D and V96E, ion pair formation with K84 appears optimal, and the loss of inducer response exceeds that of the hydrophobic K84A and -L variants. However, impacts on functional properties indicate that stabilizing the buried positive charge with polar or ion pair interactions is not functionally equivalent to structural stabilization via hydrophobic enhancement.
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Affiliation(s)
- Hongli Zhan
- Department of Biochemistry and Cell Biology, Rice University, Houston, Texas 77005, USA.
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9
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Romanuka J, van den Bulke H, Kaptein R, Boelens R, Folkers GE. Novel strategies to overcome expression problems encountered with toxic proteins: application to the production of Lac repressor proteins for NMR studies. Protein Expr Purif 2009; 67:104-12. [PMID: 19460439 DOI: 10.1016/j.pep.2009.05.008] [Citation(s) in RCA: 6] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/12/2009] [Revised: 05/01/2009] [Accepted: 05/12/2009] [Indexed: 11/19/2022]
Abstract
NMR studies of structural aspects of allosteric regulation by the Lac repressor requires overexpression and isotope labeling of the protein. The size of the repressor makes it a challenging target, putting constraints on both expression conditions and sample preparation methods to overcome problems associated with studies of larger proteins by NMR. We optimized protocols for the production of deuterated functionally active thermostable dimeric Lac repressor and its core domain mutants. The Lac repressor core domain has never been obtained as a recombinant protein, possibly due to the observed toxicity to the host cells. We overcame the core domain induced toxicity by co-expression of this domain with the full length Lac repressor, combined with a stringent control of culture conditions. Significant overexpression was only obtained if during all stages of pre-culturing the bacteria were kept in their exponential growth phase at low density. The sensitivity of NMR measurements is dramatically affected by buffer conditions; we therefore used a thermofluor buffer optimization screen to determine the optimal buffer conditions. The combined thermofluor and NMR screening method yielded thermostable fully functional Lac repressor domain samples suitable for high-resolution NMR studies. The optimized procedures to adapt Escherichia coli to growth in D2O, to overcome toxicity, and to optimize protein sample conditions provides a broad range of universally applicable techniques for production of larger proteins for NMR spectroscopy.
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Affiliation(s)
- Julija Romanuka
- NMR Spectroscopy Research Group, Bijvoet Center for Biomolecular Research, Utrecht University, Padualaan 8, 3584 CH, Utrecht, The Netherlands
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10
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Kuhlman T, Zhang Z, Saier MH, Hwa T. Combinatorial transcriptional control of the lactose operon of Escherichia coli. Proc Natl Acad Sci U S A 2007; 104:6043-8. [PMID: 17376875 PMCID: PMC1851613 DOI: 10.1073/pnas.0606717104] [Citation(s) in RCA: 199] [Impact Index Per Article: 11.7] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/07/2006] [Indexed: 11/18/2022] Open
Abstract
The goal of systems biology is to understand the behavior of the whole in terms of knowledge of the parts. This is hard to achieve in many cases due to the difficulty of characterizing the many constituents involved in a biological system and their complex web of interactions. The lac promoter of Escherichia coli offers the possibility of confronting "system-level" properties of transcriptional regulation with the known biochemistry of the molecular constituents and their mutual interactions. Such confrontations can reveal previously unknown constituents and interactions, as well as offer insight into how the components work together as a whole. Here we study the combinatorial control of the lac promoter by the regulators Lac repressor (LacR) and cAMP-receptor protein (CRP). A previous in vivo study [Setty Y, Mayo AE, Surette MG, Alon U (2003) Proc Natl Acad Sci USA 100:7702-7707] found gross disagreement between the observed promoter activities and the expected behavior based on the known molecular mechanisms. We repeated the study by identifying and removing several extraneous factors that significantly modulated the expression of the lac promoter. Through quantitative, systematic characterization of promoter activity for a number of key mutants and guided by the thermodynamic model of transcriptional regulation, we were able to account for the combinatorial control of the lac promoter quantitatively, in terms of a cooperative interaction between CRP and LacR-mediated DNA looping. Specifically, our analysis indicates that the sensitivity of the inducer response results from LacR-mediated DNA looping, which is significantly enhanced by CRP.
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Affiliation(s)
| | - Zhongge Zhang
- Division of Biological Sciences, University of California at San Diego, La Jolla, CA 92093-0374
| | - Milton H. Saier
- Division of Biological Sciences, University of California at San Diego, La Jolla, CA 92093-0374
| | - Terence Hwa
- *Center for Theoretical Biological Physics and
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11
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Zhan H, Swint-Kruse L, Matthews KS. Extrinsic interactions dominate helical propensity in coupled binding and folding of the lactose repressor protein hinge helix. Biochemistry 2006; 45:5896-906. [PMID: 16669632 PMCID: PMC2701349 DOI: 10.1021/bi052619p] [Citation(s) in RCA: 35] [Impact Index Per Article: 1.9] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/05/2023]
Abstract
A significant number of eukaryotic regulatory proteins are predicted to have disordered regions. Many of these proteins bind DNA, which may serve as a template for protein folding. Similar behavior is seen in the prokaryotic LacI/GalR family of proteins that couple hinge-helix folding with DNA binding. These hinge regions form short alpha-helices when bound to DNA but appear to be disordered in other states. An intriguing question is whether and to what degree intrinsic helix propensity contributes to the function of these proteins. In addition to its interaction with operator DNA, the LacI hinge helix interacts with the hinge helix of the homodimer partner as well as to the surface of the inducer-binding domain. To explore the hierarchy of these interactions, we made a series of substitutions in the LacI hinge helix at position 52, the only site in the helix that does not interact with DNA and/or the inducer-binding domain. The substitutions at V52 have significant effects on operator binding affinity and specificity, and several substitutions also impair functional communication with the inducer-binding domain. Results suggest that helical propensity of amino acids in the hinge region alone does not dominate function; helix-helix packing interactions appear to also contribute. Further, the data demonstrate that variation in operator sequence can overcome side chain effects on hinge-helix folding and/or hinge-hinge interactions. Thus, this system provides a direct example whereby an extrinsic interaction (DNA binding) guides internal events that influence folding and functionality.
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Affiliation(s)
- Hongli Zhan
- Department of Biochemistry and Cell Biology, MS 140, Rice University, Houston, TX 77005
- Department of Biochemistry and Molecular Biology, MS 3030, The University of Kansas Medical Center, Kansas City, KS 66160
| | - Liskin Swint-Kruse
- Department of Biochemistry and Molecular Biology, MS 3030, The University of Kansas Medical Center, Kansas City, KS 66160
| | - Kathleen Shive Matthews
- Department of Biochemistry and Cell Biology, MS 140, Rice University, Houston, TX 77005
- W. M. Keck Center for Computational Biology, MS 140, Rice University, Houston, TX 77005
- To whom correspondence should be addressed. Telephone: 713−348−4871; Fax: 713−348−6149;
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12
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Swint-Kruse L, Zhan H, Matthews KS. Integrated insights from simulation, experiment, and mutational analysis yield new details of LacI function. Biochemistry 2005; 44:11201-13. [PMID: 16101304 DOI: 10.1021/bi050404+] [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] [Indexed: 01/29/2023]
Abstract
Protein structural change underlies many signal transduction processes. Although end-state structures are known for various allosteric proteins, intermediates are difficult to observe. Recently, targeted molecular dynamics simulation (TMD) was used to examine the conformational transition and predict relevant intermediates for wild-type lactose repressor (LacI). A catalog of involved residues suggests that the transition of this homodimer is asymmetric and that K84 is a prominent participant in the dynamic N-subdomain interface. Previous experiments indicated that hydrophobic substitutions at position 84 engender slowed, biphasic inducer binding kinetics, which might reflect the same phenomena observed in TMD. Here, we report biochemical confirmation that DNA and inducer binding remain allosterically linked in K84A and K84L, albeit with a differential smaller than that found in wild-type LacI. Other features of these mutant proteins are consistent with an allosteric conformational shift that approximates that of the wild type. As a consequence, these repressors can be utilized to explore an unanswered question about LacI function: How many inducers (one or two per dimer) are required to diminish operator affinity? The biphasic natures of the K84L and K84A inducer association rates allow direct correlation between the two distinct inducer binding events and operator release. Indeed, the kinetics of operator release for the K84A and K84L closely parallel those for the second inducer binding event. Together with implications from previous equilibrium results for wild-type and mutant proteins, these kinetic data demonstrate that binding of two inducers per dimeric DNA binding unit is required to release the operator in these variant LacI proteins.
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Affiliation(s)
- Liskin Swint-Kruse
- Department of Biochemistry and Molecular Biology, MS 3030, The University of Kansas Medical Center, Kansas City, Kansas 66160, USA
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13
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Lewis M. The lac repressor. C R Biol 2005; 328:521-48. [PMID: 15950160 DOI: 10.1016/j.crvi.2005.04.004] [Citation(s) in RCA: 174] [Impact Index Per Article: 9.2] [Reference Citation Analysis] [Abstract] [MESH Headings] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/23/2005] [Revised: 03/26/2005] [Accepted: 04/11/2005] [Indexed: 11/18/2022]
Abstract
Few proteins have had such a strong impact on a field as the lac repressor has had in Molecular Biology. Over 40 years ago, Jacob and Monod [Genetic regulatory mechanisms in the synthesis of proteins, J. Mol. Biol. 3 (1961) 318] proposed a model for gene regulation, which survives essentially unchanged in contemporary textbooks. It is a cogent depiction of how a set of 'structural' genes may be coordinately transcribed in response to environmental conditions and regulates metabolic events in the cell. In bacteria, the genes required for lactose utilization are negatively regulated when a repressor molecule binds to an upstream cis activated operator. The repressor and its operator together form a genetic switch, the lac operon. The switch functions when inducer molecules alter the conformation of the repressor in a specific manner. In the presence of a particular metabolite, the repressor undergoes a conformational change that reduces its affinity for the operator. The structures of the lac repressor and its complexes with operator DNA and effector molecules have provided a physical platform for visualizing at the molecular level the different conformations the repressor and the molecular basis for the switch. The structures of lac repressor, bound to its operator and inducer, have also been invaluable for interpreting a plethora of biochemical and genetic data.
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Affiliation(s)
- Mitchell Lewis
- School of Medicine, University of Pennsylvania, 813 Stellar-Chance Building, Philadelphia, PA 19104-6059, USA
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14
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Swint-Kruse L. Using networks to identify fine structural differences between functionally distinct protein states. Biochemistry 2004; 43:10886-95. [PMID: 15323549 DOI: 10.1021/bi049450k] [Citation(s) in RCA: 31] [Impact Index Per Article: 1.6] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/28/2023]
Abstract
The vast increase in available data from the "-omics" revolution has enabled the fields of structural proteomics and structure prediction to make great progress in assigning realistic three-dimensional structures to each protein molecule. The challenge now lies in determining the fine structural details that endow unique functions to sequences that assume a common fold. Similar problems are encountered in understanding how distinct conformations contribute to different phases of a single protein's dynamic function. However, efforts are hampered by the complexity of these large, three-dimensional molecules. To overcome this limitation, structural data have been recast as two-dimensional networks. This analysis greatly reduces visual complexity but retains information about individual residues. Such diagrams are very useful for comparing multiple structures, including (1) homologous proteins, (2) time points throughout a dynamics simulation, and (3) functionally different conformations of a given protein. Enhanced structural examination results in new functional hypotheses to test experimentally. Here, network representations were key to discerning a difference between unliganded and inducer-bound lactose repressor protein (LacI), which were previously presumed to be identical structures. Further, the interface of unliganded LacI was surprisingly similar to that of the K84L variant and various structures generated by molecular dynamics simulations. Apo-LacI appears to be poised to adopt the conformation of either the DNA- or inducer-bound structures, and the K84L mutation appears to freeze the structure partway through the conformational transition. Additional examination of the effector binding pocket results in specific hypotheses about how inducer, anti-inducer, and neutral sugars exert their effects on repressor function.
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Affiliation(s)
- Liskin Swint-Kruse
- Department of Biochemistry and Molecular Biology, The University of Kansas Medical Center, MS 3030, Kansas City, Kansas 66160, USA.
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15
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Flynn TC, Swint-Kruse L, Kong Y, Booth C, Matthews KS, Ma J. Allosteric transition pathways in the lactose repressor protein core domains: asymmetric motions in a homodimer. Protein Sci 2004; 12:2523-41. [PMID: 14573864 PMCID: PMC2366968 DOI: 10.1110/ps.03188303] [Citation(s) in RCA: 40] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/26/2022]
Abstract
The crystal structures of lactose repressor protein (LacI) provide static endpoint views of the allosteric transition between DNA- and IPTG-bound states. To obtain an atom-by-atom description of the pathway between these two conformations, motions were simulated with targeted molecular dynamics (TMD). Strikingly, this homodimer exhibited asymmetric dynamics. All asymmetries observed in this simulation are reproducible and can begin on either of the two monomers. Asymmetry in the simulation originates around D149 and was traced back to the pre-TMD equilibrations of both conformations. In particular, hydrogen bonds between D149 and S193 adopt a variety of configurations during repetitions of this process. Changes in this region propagate through the structure via noncovalent interactions of three interconnected pathways. The changes of pathway 1 occur first on one monomer. Alterations move from the inducer-binding pocket, through the N-subdomain beta-sheet, to a hydrophobic cluster at the top of this region and then to the same cluster on the second monomer. These motions result in changes at (1) side chains that form an interface with the DNA-binding domains and (2) K84 and K84', which participate in the monomer-monomer interface. Pathway 2 reflects consequent reorganization across this subunit interface, most notably formation of a H74-H74rsquo; pi-stacking intermediate. Pathway 3 extends from the rear of the inducer-binding pocket, across a hydrogen-bond network at the bottom of the pocket, and transverses the monomer-monomer interface via changes in H74 and H74rsquo;. In general, intermediates detected in this study are not apparent in the crystal structures. Observations from the simulations are in good agreement with biochemical data and provide a spatial and sequential framework for interpreting existing genetic data.
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Affiliation(s)
- Terence C Flynn
- Department of Bioengineering, Rice University, Houston, Texas 77005, USA
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16
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Bell CE, Barry J, Matthews KS, Lewis M. Structure of a variant of lac repressor with increased thermostability and decreased affinity for operator. J Mol Biol 2001; 313:99-109. [PMID: 11601849 DOI: 10.1006/jmbi.2001.5041] [Citation(s) in RCA: 26] [Impact Index Per Article: 1.1] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/22/2022]
Abstract
A single amino acid substitution, K84L, in the Escherichia coli lac repressor produces a protein that has substantially increased stability compared to wild-type. However, despite the increased stability, this altered tetrameric repressor has a tenfold reduced affinity for operator and greatly decreased rate-constants of inducer binding as well as a reduced phenotypic response to inducer in vivo. To understand the dramatic increase in stability and altered functional properties, we have determined the X-ray crystal structures of a dimeric repressor with and without the K84L substitution at resolutions of 1.7 and 3.0 A, respectively. In the wild-type dimer, K84-11, Lys84 forms electrostatic interactions at the monomer-monomer interface and is partially exposed to solvent. In the K84L-11 substituted protein there is reorientation of the N-subdomains, which allows the leucine to become deeply buried at the monomer-monomer interface. This reorientation of the N-subdomains, in turn, results in an alteration of hydrogen bonding, ion pairing, and van der Waals interactions at the monomer-monomer interface. The lysine residue at position 84 appears to exert its key effects by destabilizing the "optimal" conformation of the repressor, effectively loosening the dimer interface and allowing the repressor to adopt the conformations necessary to function as a molecular switch.
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Affiliation(s)
- C E Bell
- The Johnson Foundation and Department of Biochemistry and Biophysics, University of Pennsylvania School of Medicine, 37th and Hamilton Walk, Philadelphia, PA 19102-6059, USA
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17
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Bell CE, Lewis M. The Lac repressor: a second generation of structural and functional studies. Curr Opin Struct Biol 2001; 11:19-25. [PMID: 11179887 DOI: 10.1016/s0959-440x(00)00180-9] [Citation(s) in RCA: 66] [Impact Index Per Article: 2.9] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/29/2022]
Abstract
In the past year, the crystal structure of a dimeric version of the Escherichia coli Lac repressor bound to operator DNA was determined at 2.6A resolution, providing a closer view of the operator-bound conformation of the repressor. Refined NMR studies of the DNA-binding portion of the repressor complexed to operator DNA have revealed further details of the unique DNA-binding interactions of the repressor. The structural studies have been complemented by continued biochemical studies, with the overall goal of understanding the mechanism of allosteric regulation.
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Affiliation(s)
- C E Bell
- The Johnson Foundation and Department of Biochemistry and Biophysics, University of Pennsylvania School of Medicine, 37th and Hamilton Walk, Philadelphia, PA 19102-6059, USA
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18
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Swint-Kruse L, Elam CR, Lin JW, Wycuff DR, Shive Matthews K. Plasticity of quaternary structure: twenty-two ways to form a LacI dimer. Protein Sci 2001; 10:262-76. [PMID: 11266612 PMCID: PMC2373939 DOI: 10.1110/ps.35801] [Citation(s) in RCA: 36] [Impact Index Per Article: 1.6] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/13/2022]
Abstract
The repressor proteins of the LacI/GalR family exhibit significant similarity in their secondary and tertiary structures despite less than 35% identity in their primary sequences. Furthermore, the core domains of these oligomeric repressors, which mediate dimerization, are homologous with the monomeric periplasmic binding proteins, extending the issue of plasticity to quaternary structure. To elucidate the determinants of assembly, a structure-based alignment has been created for three repressors and four periplasmic binding proteins. Contact maps have also been constructed for the three repressor interfaces to distinguish any conserved interactions. These analyses show few strict requirements for assembly of the core N-subdomain interface. The interfaces of repressor core C-subdomains are well conserved at the structural level, and their primary sequences differ significantly from the monomeric periplasmic binding proteins at positions equivalent to LacI 281 and 282. However, previous biochemical and phenotypic analyses indicate that LacI tolerates many mutations at 281. Mutations at LacI 282 were shown to abrogate assembly, but for Y282D this could be compensated by a second-site mutation in the core N-subdomain at K84 to L or A. Using the link between LacI assembly and function, we have further identified 22 second-site mutations that compensate the Y282D dimerization defect in vivo. The sites of these mutations fall into several structural regions, each of which may influence assembly by a different mechanism. Thus, the 360-amino acid scaffold of LacI allows plasticity of its quaternary structure. The periplasmic binding proteins may require only minimal changes to facilitate oligomerization similar to the repressor proteins.
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Affiliation(s)
- L Swint-Kruse
- The W. M. Keck Center for Computational Biology, Rice University, Houston, Texas 77005, USA.
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19
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Gerk LP, Leven O, Müller-Hill B. Strengthening the dimerisation interface of Lac repressor increases its thermostability by 40 deg. C. J Mol Biol 2000; 299:805-12. [PMID: 10835285 DOI: 10.1006/jmbi.2000.3706] [Citation(s) in RCA: 21] [Impact Index Per Article: 0.9] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/22/2022]
Abstract
We increased drastically the heat stability of Lac repressor (LacR) of Escherichia coli. Wild-type tetrameric LacR denatures irreversibly at 53 degrees C. Improving hydrophobic packing at the dimerisation interface by a single substitution increases LacR heat-resistance by 40 deg. C without abolishing inducer binding at high and low temperatures. Tetrameric LacR mutants carrying substitutions of the positively charged amino acid Lys84 by each of the hydrophobic amino acids Leu, Ile and Met resist heating to temperatures up to 93 degrees C. We performed IPTG binding assays at 80 degrees C and found the mutant Lac repressors active and, thus, the core intact. Furthermore, the activity of LacR following heating is shown at room temperature by a gel retardation assay, which demonstrates normal oligomerisation state and function of the headpiece. The same mutations (K84L/I/M) in the dimer LacR331stop, carrying a stop codon in amino acid 331, increase thermostability of the dimer from 47 degrees C to 87 degrees C. LacRK84M represses beta-galactosidase activity in vivo as well as the wild-type and is sufficiently induced to allow growth on lactose. The results with both tetramer and dimer variants of LacR indicate mutual stabilisation of the tetramerisation region and the stable core.
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Affiliation(s)
- L P Gerk
- Institut für Genetik, Universität zu Köln, Köln, Weyertal 121, 50931, Germany. Lily.pereg.gerk.com
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20
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Dong F, Spott S, Zimmermann O, Kisters-Woike B, Müller-Hill B, Barker A. Dimerisation mutants of Lac repressor. I. A monomeric mutant, L251A, that binds Lac operator DNA as a dimer. J Mol Biol 1999; 290:653-66. [PMID: 10395821 DOI: 10.1006/jmbi.1999.2902] [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: 11/22/2022]
Abstract
Dimer formation between monomers of the Escherichia coli Lac repressor is substantially specificed by the interactions between three alpha-helices in each monomer which form a hydrophobic interface. As a first step in analysing the specificity of this interaction, we examined the mutant L251A. LacR bearing this mutation in a background lacking the C-terminal heptad repeats is completely incapable of forming dimers in solution, with a dimer-monomer equilibrium dissociation constant, or Kd, higher than 10(-5)M. This correlates with a 200-fold decrease in its ability to repress the lac operon in vivo compared to dimeric LacR. Surprisingly, the mutant is still capable of forming dimers upon binding to short operator DNA in vitro. Analysis of the kinetic parameters of binding of the mutant to operator DNA reveals a 2000 to 3000-fold increase in the equilibrium dissociation constant (Kd) of the mutant-DNA complex in comparison to dimeric LacR-operator complexes, with the change almost entirely due to a greater than 1000-fold decrease in association rate. The dissociation rate varies only by a factor of about two, in comparison to dimeric LacR. This change reflects a kinetic pathway in which dimer formation, in solution or on DNA, is the rate-limiting step. These findings have implications for the specificity and stability of the protein-protein interface in question.
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Affiliation(s)
- F Dong
- Institut für Genetik der Universität zu Köln, Köln, Weyertal 121, 50931, Germany
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21
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Barry JK, Matthews KS. Thermodynamic analysis of unfolding and dissociation in lactose repressor protein. Biochemistry 1999; 38:6520-8. [PMID: 10350470 DOI: 10.1021/bi9900727] [Citation(s) in RCA: 38] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/29/2022]
Abstract
Lactose repressor protein, regulator of lac enzyme expression in Escherichia coli, maintains its structure and function at extremely low protein concentrations (<10(-)12 M). To examine the unfolding and dissociation of this tetrameric protein, structural transitions in the presence of varying concentrations of urea were monitored by fluorescence and circular dichroism spectroscopy, analytical ultracentrifugation, and functional activities. The spectroscopic data demonstrated a single cooperative transition with no evidence of folded dimeric or monomeric species of this protein. These spectroscopic transitions were reversible provided a long incubation step was employed in the refolding reaction at approximately 3 M urea. The refolded repressor protein possessed the same functional and structural properties as wild-type repressor protein. The absence of concentration dependence expected for tetramer dissociation to unfolded monomer (M4 <--> 4U) in the spectral transitions indicates that the disruption of the monomer-monomer interface and monomer unfolding are a concerted reaction (M4 <--> U4) that may occur prior to the dissociation of the dimer-dimer interface. Thus, we propose that the unfolded monomers remain associated at the C-terminus by the 4-helical coiled-coil structure that forms the dimer-dimer interface and that this intermediate is the end point detected in the spectral transitions. Efforts to confirm the existence of this species by ultracentrifugation were inhibited by the aggregation of this intermediate. Based upon these observations, the wild-type fluorescence and CD data were fit to a model, M4 <--> U4, which resulted in an overall DeltaG degrees for unfolding of 40 kcal/mol. Using a mutant protein, K84L, in which the monomer-monomer interface is stabilized, sedimentation equilibrium results demonstrated that the dimer-dimer interface of lac repressor could persist at higher levels of urea than the monomer-monomer interface. The tetramer-dimer transition monitored using this mutant repressor yields a DeltaG degrees of 20.4 kcal/mol. Using this free energy value for the dissociation process of U4 <--> 4U, an overall free energy change of approximately 60 kcal/mol was calculated for dissociation of all interfaces and unfolding of the tetrameric lac repressor, reflecting the exceptional stability of this protein.
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Affiliation(s)
- J K Barry
- Department of Biochemistry and Cell Biology, Rice University, Houston, Texas 77251-1892, USA
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22
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Mann CJ, Anderson TA, Read J, Chester SA, Harrison GB, Köchl S, Ritchie PJ, Bradbury P, Hussain FS, Amey J, Vanloo B, Rosseneu M, Infante R, Hancock JM, Levitt DG, Banaszak LJ, Scott J, Shoulders CC. The structure of vitellogenin provides a molecular model for the assembly and secretion of atherogenic lipoproteins. J Mol Biol 1999; 285:391-408. [PMID: 9878414 DOI: 10.1006/jmbi.1998.2298] [Citation(s) in RCA: 153] [Impact Index Per Article: 6.1] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/22/2022]
Abstract
The assembly of atherogenic lipoproteins requires the formation in the endoplasmic reticulum of a complex between apolipoprotein (apo)B, a microsomal triglyceride transfer protein (MTP) and protein disulphide isomerase (PDI). Here we show by molecular modelling and mutagenesis that the globular amino-terminal regions of apoB and MTP are closely related in structure to the ancient egg yolk storage protein, vitellogenin (VTG). In the MTP complex, conserved structural motifs that form the reciprocal homodimerization interfaces in VTG are re-utilized by MTP to form a stable heterodimer with PDI, which anchors MTP at the site of apoB translocation, and to associate with apoB and initiate lipid transfer. The structural and functional evolution of the VTGs provides a unifying scheme for the invertebrate origins of the major vertebrate lipid transport system.
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Affiliation(s)
- C J Mann
- MRC Molecular Medicine Group, Imperial College School of Medicine, London W12 ONN, UK
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