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Mielinis P, Sukackaitė R, Serapinaitė A, Samoilovas F, Alzbutas G, Matjošaitis K, Lubys A. MuA-based Molecular Indexing for Rare Mutation Detection by Next-Generation Sequencing. J Mol Biol 2021; 433:167209. [PMID: 34419430 DOI: 10.1016/j.jmb.2021.167209] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/14/2021] [Revised: 08/12/2021] [Accepted: 08/12/2021] [Indexed: 12/12/2022]
Abstract
Detection of low-frequency mutations in cancer genomes or other heterogeneous cell populations requires high-fidelity sequencing. Molecular barcoding is one of the key technologies that enables the differentiation of true mutations from errors, which can be caused by sequencing or library preparation processes. However, current approaches where barcodes are introduced via primer extension or adaptor ligation do not utilize the full power of barcoding, due to complicated library preparation workflows and biases. Here we demonstrate the remarkable tolerance of MuA transposase to the presence of multiple replacements in transposon sequence, and explore this unique feature to engineer the MuA transposome complex with randomised nucleotides in 12 transposon positions, which can be introduced as a barcode into the target molecule after transposition event. We applied the approach of Unique MuA-based Molecular Indexing (UMAMI) to assess the power of rare mutation detection by shortgun sequencing on the Illumina platform. Our results show that UMAMI allows detection of rare mutations readily and reliably, and in this paper we report error rate values for the number of thermophilic DNA polymerases measured by using UMAMI.
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Affiliation(s)
- Paulius Mielinis
- Thermo Fisher Scientific Baltics UAB, V. A. Graičiūno 8, Vilnius LT-02241, Lithuania
| | - Rasa Sukackaitė
- Thermo Fisher Scientific Baltics UAB, V. A. Graičiūno 8, Vilnius LT-02241, Lithuania.
| | - Aistė Serapinaitė
- Thermo Fisher Scientific Baltics UAB, V. A. Graičiūno 8, Vilnius LT-02241, Lithuania
| | - Faustas Samoilovas
- Thermo Fisher Scientific Baltics UAB, V. A. Graičiūno 8, Vilnius LT-02241, Lithuania
| | - Gediminas Alzbutas
- Thermo Fisher Scientific Baltics UAB, V. A. Graičiūno 8, Vilnius LT-02241, Lithuania
| | - Karolis Matjošaitis
- Thermo Fisher Scientific Baltics UAB, V. A. Graičiūno 8, Vilnius LT-02241, Lithuania
| | - Arvydas Lubys
- Thermo Fisher Scientific Baltics UAB, V. A. Graičiūno 8, Vilnius LT-02241, Lithuania
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2
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Jones AM, Mehta MM, Thomas EE, Atkinson JT, Segall-Shapiro TH, Liu S, Silberg JJ. The Structure of a Thermophilic Kinase Shapes Fitness upon Random Circular Permutation. ACS Synth Biol 2016; 5:415-25. [PMID: 26976658 DOI: 10.1021/acssynbio.5b00305] [Citation(s) in RCA: 9] [Impact Index Per Article: 1.1] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/28/2022]
Abstract
Proteins can be engineered for synthetic biology through circular permutation, a sequence rearrangement in which native protein termini become linked and new termini are created elsewhere through backbone fission. However, it remains challenging to anticipate a protein's functional tolerance to circular permutation. Here, we describe new transposons for creating libraries of randomly circularly permuted proteins that minimize peptide additions at their termini, and we use transposase mutagenesis to study the tolerance of a thermophilic adenylate kinase (AK) to circular permutation. We find that libraries expressing permuted AKs with either short or long peptides amended to their N-terminus yield distinct sets of active variants and present evidence that this trend arises because permuted protein expression varies across libraries. Mapping all sites that tolerate backbone cleavage onto AK structure reveals that the largest contiguous regions of sequence that lack cleavage sites are proximal to the phosphotransfer site. A comparison of our results with a range of structure-derived parameters further showed that retention of function correlates to the strongest extent with the distance to the phosphotransfer site, amino acid variability in an AK family sequence alignment, and residue-level deviations in superimposed AK structures. Our work illustrates how permuted protein libraries can be created with minimal peptide additions using transposase mutagenesis, and it reveals a challenge of maintaining consistent expression across permuted variants in a library that minimizes peptide additions. Furthermore, these findings provide a basis for interpreting responses of thermophilic phosphotransferases to circular permutation by calibrating how different structure-derived parameters relate to retention of function in a cellular selection.
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Affiliation(s)
- Alicia M. Jones
- Department
of Biosciences, Rice University, MS-140, 6100 Main Street, Houston, Texas 77005, United States
| | - Manan M. Mehta
- Medical
Scientist Training Program, Northwestern University, 303 East
Chicago Avenue, Morton 1-670, Chicago, Illinois 60611, United States
| | - Emily E. Thomas
- Department
of Biosciences, Rice University, MS-140, 6100 Main Street, Houston, Texas 77005, United States
| | - Joshua T. Atkinson
- Systems,
Synthetic, and Physical Biology Graduate Program, Rice University, 6100
Main MS-180, Houston, Texas 77005, United States
| | - Thomas H. Segall-Shapiro
- Department
of Biological Engineering, Synthetic Biology Center, Massachusetts Institute of Technology, 500 Technology Square, NE47-257, Cambridge, Massachusetts 02139, United States
| | - Shirley Liu
- Department
of Biosciences, Rice University, MS-140, 6100 Main Street, Houston, Texas 77005, United States
| | - Jonathan J. Silberg
- Department
of Biosciences, Rice University, MS-140, 6100 Main Street, Houston, Texas 77005, United States
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3
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Abstract
Transposable phage Mu has played a major role in elucidating the mechanism of movement of mobile DNA elements. The high efficiency of Mu transposition has facilitated a detailed biochemical dissection of the reaction mechanism, as well as of protein and DNA elements that regulate transpososome assembly and function. The deduced phosphotransfer mechanism involves in-line orientation of metal ion-activated hydroxyl groups for nucleophilic attack on reactive diester bonds, a mechanism that appears to be used by all transposable elements examined to date. A crystal structure of the Mu transpososome is available. Mu differs from all other transposable elements in encoding unique adaptations that promote its viral lifestyle. These adaptations include multiple DNA (enhancer, SGS) and protein (MuB, HU, IHF) elements that enable efficient Mu end synapsis, efficient target capture, low target specificity, immunity to transposition near or into itself, and efficient mechanisms for recruiting host repair and replication machineries to resolve transposition intermediates. MuB has multiple functions, including target capture and immunity. The SGS element promotes gyrase-mediated Mu end synapsis, and the enhancer, aided by HU and IHF, participates in directing a unique topological architecture of the Mu synapse. The function of these DNA and protein elements is important during both lysogenic and lytic phases. Enhancer properties have been exploited in the design of mini-Mu vectors for genetic engineering. Mu ends assembled into active transpososomes have been delivered directly into bacterial, yeast, and human genomes, where they integrate efficiently, and may prove useful for gene therapy.
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Segall-Shapiro TH, Meyer AJ, Ellington AD, Sontag ED, Voigt CA. A 'resource allocator' for transcription based on a highly fragmented T7 RNA polymerase. Mol Syst Biol 2014; 10:742. [PMID: 25080493 PMCID: PMC4299498 DOI: 10.15252/msb.20145299] [Citation(s) in RCA: 127] [Impact Index Per Article: 12.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/12/2022] Open
Abstract
Synthetic genetic systems share resources with the host, including machinery for transcription
and translation. Phage RNA polymerases (RNAPs) decouple transcription from the host and generate
high expression. However, they can exhibit toxicity and lack accessory proteins (σ factors
and activators) that enable switching between different promoters and modulation of activity. Here,
we show that T7 RNAP (883 amino acids) can be divided into four fragments that have to be
co-expressed to function. The DNA-binding loop is encoded in a C-terminal 285-aa ‘σ
fragment’, and fragments with different specificity can direct the remaining 601-aa
‘core fragment’ to different promoters. Using these parts, we have built a resource
allocator that sets the core fragment concentration, which is then shared by multiple σ
fragments. Adjusting the concentration of the core fragment sets the maximum transcriptional
capacity available to a synthetic system. Further, positive and negative regulation is implemented
using a 67-aa N-terminal ‘α fragment’ and a null (inactivated) σ
fragment, respectively. The α fragment can be fused to recombinant proteins to make promoters
responsive to their levels. These parts provide a toolbox to allocate transcriptional resources via
different schemes, which we demonstrate by building a system which adjusts promoter activity to
compensate for the difference in copy number of two plasmids.
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Affiliation(s)
- Thomas H Segall-Shapiro
- Department of Biological Engineering, Synthetic Biology Center Massachusetts Institute of Technology, Cambridge, MA, USA
| | - Adam J Meyer
- Institute for Cellular and Molecular Biology University of Texas at Austin, Austin, TX, USA
| | - Andrew D Ellington
- Institute for Cellular and Molecular Biology University of Texas at Austin, Austin, TX, USA
| | - Eduardo D Sontag
- Department of Mathematics, Rutgers University, Piscataway, NJ, USA
| | - Christopher A Voigt
- Department of Biological Engineering, Synthetic Biology Center Massachusetts Institute of Technology, Cambridge, MA, USA
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Rasila TS, Vihinen M, Paulin L, Haapa-Paananen S, Savilahti H. Flexibility in MuA transposase family protein structures: functional mapping with scanning mutagenesis and sequence alignment of protein homologues. PLoS One 2012; 7:e37922. [PMID: 22666413 PMCID: PMC3362531 DOI: 10.1371/journal.pone.0037922] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/14/2012] [Accepted: 04/26/2012] [Indexed: 12/13/2022] Open
Abstract
MuA transposase protein is a member of the retroviral integrase superfamily (RISF). It catalyzes DNA cleavage and joining reactions via an initial assembly and subsequent structural transitions of a protein-DNA complex, known as the Mu transpososome, ultimately attaching transposon DNA to non-specific target DNA. The transpososome functions as a molecular DNA-modifying machine and has been used in a wide variety of molecular biology and genetics/genomics applications. To analyze structure-function relationships in MuA action, a comprehensive pentapeptide insertion mutagenesis was carried out for the protein. A total of 233 unique insertion variants were generated, and their activity was analyzed using a quantitative in vivo DNA transposition assay. The results were then correlated with the known MuA structures, and the data were evaluated with regard to the protein domain function and transpososome development. To complement the analysis with an evolutionary component, a protein sequence alignment was produced for 44 members of MuA family transposases. Altogether, the results pinpointed those regions, in which insertions can be tolerated, and those where insertions are harmful. Most insertions within the subdomains Iγ, IIα, IIβ, and IIIα completely destroyed the transposase function, yet insertions into certain loop/linker regions of these subdomains increased the protein activity. Subdomains Iα and IIIβ were largely insertion-tolerant. The comprehensive structure-function data set will be useful for designing MuA transposase variants with improved properties for biotechnology/genomics applications, and is informative with regard to the function of RISF proteins in general.
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Affiliation(s)
- Tiina S. Rasila
- Institute of Biotechnology, Viikki Biocenter, University of Helsinki, Helsinki, Finland
| | - Mauno Vihinen
- Institute of Biomedical Technology, University of Tampere, Tampere, Finland
- BioMediTech, Tampere, Finland
- Department of Experimental Medical Science, Lund University, Lund, Sweden
| | - Lars Paulin
- Institute of Biotechnology, Viikki Biocenter, University of Helsinki, Helsinki, Finland
| | - Saija Haapa-Paananen
- Institute of Biotechnology, Viikki Biocenter, University of Helsinki, Helsinki, Finland
| | - Harri Savilahti
- Institute of Biotechnology, Viikki Biocenter, University of Helsinki, Helsinki, Finland
- Division of Genetics and Physiology, Department of Biology, University of Turku, Turku, Finland
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Smith RC, Atkinson PW. Mobility properties of the Hermes transposable element in transgenic lines of Aedes aegypti. Genetica 2010; 139:7-22. [PMID: 20596755 PMCID: PMC3030943 DOI: 10.1007/s10709-010-9459-7] [Citation(s) in RCA: 12] [Impact Index Per Article: 0.9] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/10/2009] [Accepted: 04/09/2010] [Indexed: 11/29/2022]
Abstract
The Hermes transposable element has been used to genetically transform a wide range of insect species, including the mosquito, Aedes aegypti, a vector of several important human pathogens. Hermes integrations into the mosquito germline are characterized by the non-canonical integration of the transposon and flanking plasmid and, once integrated, Hermes is stable in the presence of its transposase. In an effort to improve the post-integration mobility of Hermes in the germline of Ae. aegypti, a transgenic helper Mos1 construct expressing Hermes transposase under the control of a testis-specific promoter was crossed to a separate transgenic strain containing a target Hermes transposon. In less than 1% of the approximately 1,500 progeny from jumpstarter lines analyzed, evidence of putative Hermes germline remobilizations were detected. These recovered transposition events occur through an aberrant mechanism and provide insight into the non-canonical cut-and-paste transposition of Hermes in the germ line of Ae. aegypti.
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Affiliation(s)
- Ryan C Smith
- Graduate Program in Cell, Molecular, Developmental Biology, University of California, Riverside, CA 92521, USA
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Saariaho AH, Savilahti H. Characteristics of MuA transposase-catalyzed processing of model transposon end DNA hairpin substrates. Nucleic Acids Res 2006; 34:3139-49. [PMID: 16757579 PMCID: PMC1475752 DOI: 10.1093/nar/gkl405] [Citation(s) in RCA: 7] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/17/2022] Open
Abstract
Bacteriophage Mu uses non-replicative transposition for integration into the host's chromosome and replicative transposition for phage propagation. Biochemical and structural comparisons together with evolutionary considerations suggest that the Mu transposition machinery might share functional similarities with machineries of the systems that are known to employ a hairpin intermediate during the catalytic steps of transposition. Model transposon end DNA hairpin substrates were used in a minimal-component in vitro system to study their proficiency to promote Mu transpososome assembly and subsequent MuA-catalyzed chemical reactions leading to the strand transfer product. MuA indeed was able to assemble hairpin substrates into a catalytically competent transpososome, open the hairpin ends and accurately join the opened ends to the target DNA. The hairpin opening and transposon end cleavage reactions had identical metal ion preferences, indicating similar conformations within the catalytic center for these reactions. Hairpin length influenced transpososome assembly as well as catalysis: longer loops were more efficient in these respects. In general, MuA's proficiency to utilize different types of hairpin substrates indicates a certain degree of flexibility within the transposition machinery core. Overall, the results suggest that non-replicative and replicative transposition systems may structurally and evolutionarily be more closely linked than anticipated previously.
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Affiliation(s)
| | - Harri Savilahti
- To whom correspondence should be addressed. Tel: +358 9 19159516; Fax: +358 9 19159366;
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8
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Yuan JF, Beniac DR, Chaconas G, Ottensmeyer FP. 3D reconstruction of the Mu transposase and the Type 1 transpososome: a structural framework for Mu DNA transposition. Genes Dev 2005; 19:840-52. [PMID: 15774720 PMCID: PMC1074321 DOI: 10.1101/gad.1291405] [Citation(s) in RCA: 33] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/24/2022]
Abstract
Mu DNA transposition proceeds through a series of higher-order nucleoprotein complexes called transpososomes. The structural core of the transpososome is a tetramer of the transposase, Mu A, bound to the two transposon ends. High-resolution structural analysis of the intact transposase and the transpososome has not been successful to date. Here we report the structure of Mu A at 16-angstroms and the Type 1 transpososome at 34-angstroms resolution, by 3D reconstruction of images obtained by scanning transmission electron microscopy (STEM) at cryo-temperatures. Electron spectroscopic imaging (ESI) of the DNA-phosphorus was performed in conjunction with the structural investigation to derive the path of the DNA through the transpososome and to define the DNA-binding surface in the transposase. Our model of the transpososome fits well with the accumulated biochemical literature for this intricate transposition system, and lays a structural foundation for biochemical function, including catalysis in trans and the complex circuit of macromolecular interactions underlying Mu DNA transposition.
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Affiliation(s)
- Joy F Yuan
- Department of Biochemistry, University of Western Ontario, London, Ontario N6A 5C1, Canada
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9
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Saariaho AH, Lamberg A, Elo S, Savilahti H. Functional comparison of the transposition core machineries of phage Mu and Haemophilus influenzae Mu-like prophage Hin-Mu reveals interchangeable components. Virology 2005; 331:6-19. [PMID: 15582649 DOI: 10.1016/j.virol.2004.09.041] [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] [Received: 10/27/2003] [Revised: 11/23/2003] [Accepted: 09/16/2004] [Indexed: 11/16/2022]
Abstract
Bacteriophage Mu uses DNA transposition for propagation and is a model for transposition studies in general. Recent identification of Mu-like prophages within bacterial genomes offers new material for evolutionary and comparative functional studies. One such prophage, Hin-Mu of Haemophilus influenzae Rd, was studied for its transpositional properties. The components of its transposition core machinery, the encoded transposase (MuA(Hin)) and the transposase binding sites, were evaluated for functional properties by sequence comparisons and DNase I footprinting. Transpositional activity of Hin-Mu was examined by in vitro assays directly assessing the assembly and catalytic function of the transposition core machinery. The Hin-Mu components readily assembled catalytically competent protein-DNA complexes, transpososomes. Thus, Hin-Mu encodes a functional transposase and contains critical transposase binding sites. Despite marked sequence differences, components of the Hin-Mu and Mu transposition core machineries are partially interchangeable, reflecting both conservation and flexibility in the functionally important regions within the transpososome structure.
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Affiliation(s)
- Anna-Helena Saariaho
- Institute of Biotechnology, Program in Cellular Biotechnology, Viikki Biocenter, University of Helsinki, PO Box 56, Viikinkaari 9, 00014 Helsinki, Finland
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10
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Burton BM, Baker TA. Mu transpososome architecture ensures that unfolding by ClpX or proteolysis by ClpXP remodels but does not destroy the complex. CHEMISTRY & BIOLOGY 2003; 10:463-72. [PMID: 12770828 DOI: 10.1016/s1074-5521(03)00102-9] [Citation(s) in RCA: 24] [Impact Index Per Article: 1.1] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 10/27/2022]
Abstract
The Clp/Hsp100 ATPases are protein unfoldases that both alter protein conformation and target proteins for degradation. An unresolved question has been how such seemingly destructive enzymes can "remodel" some protein substrates rather than destroy them. Here, we investigate the products of ClpX-mediated remodeling of a hyper-stable protein-DNA complex, the Mu transpososome. We find that although an oligomeric complex is maintained, release of some subunits accompanies ClpX action. Replacement of transposase's endogenous ClpX-recognition sequence with an exogenous signal reveals that the mechanism of remodeling is independent of both the recognition signal and the identity of the unfoldase. Finally, examination of the transposase-DNA contacts reveals only a localized region that is altered during remodeling. These results provide a framework for protein remodeling, wherein the physical attributes of a complex can limit the unfolding activity of its remodeler.
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Affiliation(s)
- Briana M Burton
- Department of Biology, Massachusetts Institute of Technology, Cambridge, MA 02139, USA
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11
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Abstract
Assembly of the Mu transpososome is dependent on specific binding sites for the MuA transposase near the ends of the phage genome. MuA also contacts terminal nucleotides but only upon transpososome assembly, and base-specific recognition of the terminal nucleotides is critical for assembly. We show that Mu ends lacking the terminal 5 bp can form transpososomes, while longer DNA substrates with mutated terminal nucleotides cannot. The impact of the mutations can be suppressed by base mismatches near the end of Mu. Deletion of the flanking strands or mutation of the terminal nucleotides has differential effects on the cleavage and strand transfer reactions. These results show that the terminal nucleotides control the assembly and activation of transpososomes by influencing conformational changes around the active site.
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Affiliation(s)
- Katsuhiko Yanagihara
- Laboratory of Molecular Biology, National Institute of Diabetes, Digestive and Kidney Diseases, National Institutes of Health, Bethesda, MD 20892, USA
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12
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Greene EC, Mizuuchi K. Target immunity during Mu DNA transposition. Transpososome assembly and DNA looping enhance MuA-mediated disassembly of the MuB target complex. Mol Cell 2002; 10:1367-78. [PMID: 12504012 DOI: 10.1016/s1097-2765(02)00733-5] [Citation(s) in RCA: 36] [Impact Index Per Article: 1.6] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/26/2022]
Abstract
The Mu transpososome can distinguish between proximal and distal DNA during the selection of a site for transposition. This phenomenon, termed target immunity, involves MuA-stimulated removal of MuB oligomers from sites near the Mu genome. Using a combination of ensemble and single-molecule fluorescence methods, we show that the MuA tetramer can stably associate with the DNA-bound MuB oligomer and is more efficient than monomeric MuA at stimulating the dissociation of MuB from DNA. In addition, we demonstrate that DNA looping is essential for efficient disassembly of the MuB oligomer. We propose a model in which the MuA tetramer forms a multivalent complex with the MuB oligomer and catalyzes the processive removal of MuB from DNA.
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Affiliation(s)
- Eric C Greene
- Laboratory of Molecular Biology, National Institute of Diabetes and Digestive and Kidney Diseases, National Institutes of Health, Bethesda, MD 20892, USA
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13
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Goldhaber-Gordon I, Williams TL, Baker TA. DNA recognition sites activate MuA transposase to perform transposition of non-Mu DNA. J Biol Chem 2002; 277:7694-702. [PMID: 11756423 DOI: 10.1074/jbc.m110341200] [Citation(s) in RCA: 20] [Impact Index Per Article: 0.9] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/06/2022] Open
Abstract
Mu transposition occurs within a large protein-DNA complex called a transpososome. This stable complex includes four subunits of MuA transposase, each contacting a 22-base pair recognition site located near an end of the transposon DNA. These MuA recognition sites are critical for assembling the transpososome. Here we report that when concentrations of Mu DNA are limited, the MuA recognition sites permit assembly of transpososomes in which non-Mu DNA substitutes for some of the Mu sequences. These "hybrid" transpososomes are stable to competitor DNA, actively transpose the non-Mu DNA, and produce transposition products that had been previously observed but not explained. The strongest activator of non-Mu transposition is a DNA fragment containing two MuA recognition sites and no cleavage site, but a shorter fragment with just one recognition site is sufficient. Based on our results, we propose that MuA recognition sites drive assembly of functional transpososomes in two complementary ways. Multiple recognition sites help physically position MuA subunits in the transpososome plus each individual site allosterically activates transposase.
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Affiliation(s)
- Ilana Goldhaber-Gordon
- Department of Biology, Massachusetts Institute of Technology, Cambridge, Massachusetts 02139, USA
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