1
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Development of formaldehyde dehydrogenase-coupled assay and antibody-based assays for ALKBH5 activity evaluation. J Pharm Biomed Anal 2018; 162:9-15. [PMID: 30219599 DOI: 10.1016/j.jpba.2018.09.018] [Citation(s) in RCA: 8] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/11/2018] [Revised: 08/30/2018] [Accepted: 09/07/2018] [Indexed: 02/03/2023]
Abstract
N6-methyladenosine (m6A) is the most prevalent internal modification of eukaryotic messenger RNA (mRNA). Until now, two RNA demethylases have been identified, including FTO (fat mass and obesity-associated protein) and ALKBH5 (α-ketoglutarate-dependent dioxygenase alkB homologue 5). As a mammalian m6A demethylase, ALKBH5 significantly affects mRNA export and RNA metabolism as well as the assembly of mRNA processing factors in nuclear speckles, and ALKBH5 may play a significant role in these biological processes. Nevertheless, no modulator of ALKBH5 has been reported. The reason for that may be the lack of in vitro assays for ALKBH5 inhibitor screening. Herein, we describe the development of two homogeneous assays for ALKBH5 using N6-methyladenosine as substrate with different principles. Using ALKBH5 recombinant, we developed a formaldehyde dehydrogenase coupled fluorescence based assay and an antibody based assay for the activity evaluation of ALKBH5. These robust coupled assays are suitable for screening ALKBH5 inhibitors in 384-well format (Z' factors of 0.74), facilitating the discovery of modulators in the quest for the regulation of biological processes.
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2
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Chakraborty K, Veetil AT, Jaffrey SR, Krishnan Y. Nucleic Acid-Based Nanodevices in Biological Imaging. Annu Rev Biochem 2017; 85:349-73. [PMID: 27294440 DOI: 10.1146/annurev-biochem-060815-014244] [Citation(s) in RCA: 105] [Impact Index Per Article: 15.0] [Reference Citation Analysis] [Abstract] [Key Words] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/09/2022]
Abstract
The nanoscale engineering of nucleic acids has led to exciting molecular technologies for high-end biological imaging. The predictable base pairing, high programmability, and superior new chemical and biological methods used to access nucleic acids with diverse lengths and in high purity, coupled with computational tools for their design, have allowed the creation of a stunning diversity of nucleic acid-based nanodevices. Given their biological origin, such synthetic devices have a tremendous capacity to interface with the biological world, and this capacity lies at the heart of several nucleic acid-based technologies that are finding applications in biological systems. We discuss these diverse applications and emphasize the advantage, in terms of physicochemical properties, that the nucleic acid scaffold brings to these contexts. As our ability to engineer this versatile scaffold increases, its applications in structural, cellular, and organismal biology are clearly poised to massively expand.
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Affiliation(s)
- Kasturi Chakraborty
- Department of Chemistry, University of Chicago, Chicago, Illinois 60637; , ,
| | - Aneesh T Veetil
- Department of Chemistry, University of Chicago, Chicago, Illinois 60637; , ,
| | - Samie R Jaffrey
- Department of Pharmacology, Weill Medical College of Cornell University, New York, New York 10065;
| | - Yamuna Krishnan
- Department of Chemistry, University of Chicago, Chicago, Illinois 60637; , , .,Grossman Institute for Neuroscience, Quantitative Biology and Human Behavior, University of Chicago, Chicago, Illinois 60637
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3
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Endo M, Sugiyama H. Single-molecule imaging of dynamic motions of biomolecules in DNA origami nanostructures using high-speed atomic force microscopy. Acc Chem Res 2014; 47:1645-53. [PMID: 24601497 DOI: 10.1021/ar400299m] [Citation(s) in RCA: 100] [Impact Index Per Article: 10.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/13/2022]
Abstract
CONSPECTUS: Direct imaging of molecular motions is one of the most fundamental issues for elucidating the physical properties of individual molecules and their reaction mechanisms. Atomic force microscopy (AFM) enables direct molecular imaging, especially for biomolecules in the physiological environment. Because AFM can visualize the molecules at nanometer-scale spatial resolution, a versatile observation scaffold is needed for the precise imaging of molecule interactions in the reactions. The emergence of DNA origami technology allows the precise placement of desired molecules in the designed nanostructures and enables molecules to be detected at the single-molecule level. In our study, the DNA origami system was applied to visualize the detailed motions of target molecules in reactions using high-speed AFM (HS-AFM), which enables the analysis of dynamic motions of biomolecules in a subsecond time resolution. In this system, biochemical properties such as the placement of various double-stranded DNAs (dsDNAs) containing unrestricted DNA sequences, modified nucleosides, and chemical functions can be incorporated. From a physical point of view, the tension and rotation of dsDNAs can be controlled by placement into the DNA nanostructures. From a topological point of view, the orientations of dsDNAs and various shapes of dsDNAs including Holliday junctions can be incorporated for studies on reaction mechanisms. In this Account, we describe the combination of the DNA origami system and HS-AFM for imaging various biochemical reactions including enzymatic reactions and DNA structural changes. To observe the behaviors and reactions of DNA methyltransferase and DNA repair enzymes, the substrate dsDNAs were incorporated into the cavity of the DNA frame, and the enzymes that bound to the target dsDNA were observed using HS-AFM. DNA recombination was also observed using the recombination substrates and Holliday junction intermediates placed in the DNA frame, and the direction of the reactions was controlled by introducing structural stress to the substrates. In addition, the movement of RNA polymerase and its reaction were visualized using a template dsDNA attached to the origami structure. To observe DNA structural changes, G-quadruplex formation and disruption, the switching behaviors of photoresponsive oligonucleotides, and B-Z transition were visualized using the DNA frame observation system. For the formation and disruption of G-quadruplex and double-helix DNA, the two dsDNA chains incorporated into the DNA frame could amplify the small structural change to the global structural change, which enabled the visualization of their association and dissociation by HS-AFM. The dynamic motion of the helical rotation induced by the B-Z transition was also directly imaged in the DNA frame. Furthermore, the stepwise motions of mobile DNA along the DNA track were visualized on the DNA origami surface. These target-orientated observation systems should contribute to the detailed analysis of biomolecule motions in real time and at molecular resolution.
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Affiliation(s)
- Masayuki Endo
- Institute
for Integrated Cell-Material Sciences (WPI-iCeMS), Kyoto University, Yoshida-ushinomiyacho,
Sakyo-ku, Kyoto 606-8501, Japan
- CREST, Japan Science and Technology Corporation (JST), Sanbancho, Chiyoda-ku, Tokyo 102-0075, Japan
| | - Hiroshi Sugiyama
- Institute
for Integrated Cell-Material Sciences (WPI-iCeMS), Kyoto University, Yoshida-ushinomiyacho,
Sakyo-ku, Kyoto 606-8501, Japan
- Department
of Chemistry, Graduate School of Science, Kyoto University, Kitashirakawa-oiwakecho,
Sakyo-ku, Kyoto 606-8502, Japan
- CREST, Japan Science and Technology Corporation (JST), Sanbancho, Chiyoda-ku, Tokyo 102-0075, Japan
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4
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DeRocco VC, Sass LE, Qiu R, Weninger KR, Erie DA. Dynamics of MutS-mismatched DNA complexes are predictive of their repair phenotypes. Biochemistry 2014; 53:2043-52. [PMID: 24588663 PMCID: PMC3985873 DOI: 10.1021/bi401429b] [Citation(s) in RCA: 22] [Impact Index Per Article: 2.2] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/23/2022]
Abstract
![]()
MutS
recognizes base–base mismatches and base insertions/deletions
(IDLs) in newly replicated DNA. Specific interactions between MutS
and these errors trigger a cascade of protein–protein interactions
that ultimately lead to their repair. The inability to explain why
different DNA errors are repaired with widely varying efficiencies in vivo remains an outstanding example of our limited knowledge
of this process. Here, we present single-molecule Förster resonance
energy transfer measurements of the DNA bending dynamics induced by Thermus aquaticus MutS and the E41A mutant of MutS, which
is known to have error specific deficiencies in signaling repair.
We compared three DNA mismatches/IDLs (T-bulge, GT, and CC) with repair
efficiencies ranging from high to low. We identify three dominant
DNA bending states [slightly bent/unbent (U), intermediately
bent (I), and significantly bent (B)] and
find that the kinetics of interconverting among states varies widely
for different complexes. The increased stability of MutS–mismatch/IDL
complexes is associated with stabilization of U and lowering
of the B to U transition barrier. Destabilization
of U is always accompanied by a destabilization of B, supporting the suggestion that B is a “required”
precursor to U. Comparison of MutS and MutS-E41A dynamics
on GT and the T-bulge suggests that hydrogen bonding to MutS facilitates
the changes in base–base hydrogen bonding that are required
to achieve the U state, which has been implicated in
repair signaling. Taken together with repair propensities, our data
suggest that the bending kinetics of MutS–mismatched DNA complexes
may control the entry into functional pathways for downstream signaling
of repair.
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Affiliation(s)
- Vanessa C DeRocco
- Department of Chemistry and ‡Curriculum in Applied Sciences and Engineering, The University of North Carolina at Chapel Hill , Chapel Hill, North Carolina 27599, United States
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5
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Endo M, Yang Y, Sugiyama H. DNA origami technology for biomaterials applications. Biomater Sci 2013; 1:347-360. [DOI: 10.1039/c2bm00154c] [Citation(s) in RCA: 76] [Impact Index Per Article: 6.9] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/05/2023]
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6
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Abstract
Adenosine deaminases that act on RNA (ADARs) deaminate adenosines in dsRNA to produce inosines. ADARs are essential in mammals and are particularly important in the nervous system. Altered levels of adenosine-to-inosine (A-to-I) editing are observed in several diseases. The extent to which an adenosine is edited depends on sequence context. Human ADAR2 (hADAR2) has 5' and 3' neighbor preferences, but which amino acids mediate these preferences, and by what mechanism, is unknown. We performed a screen in yeast to identify mutations in the hADAR2 catalytic domain that allow editing of an adenosine within a disfavored triplet. Binding affinity, catalytic rate, base flipping, and preferences were monitored to understand the effects of the mutations on ADAR reactivity. Our data provide information on the amino acids that affect preferences and point to a conserved loop as being of key importance. Unexpectedly, our data suggest that hADAR2's preferences derive from differential base flipping rather than from direct recognition of neighboring bases. Our studies set the stage for understanding the basis of altered editing levels in disease and for developing therapeutic reagents.
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7
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Malygin EG, Hattman S. DNA methyltransferases: mechanistic models derived from kinetic analysis. Crit Rev Biochem Mol Biol 2012; 47:97-193. [PMID: 22260147 DOI: 10.3109/10409238.2011.620942] [Citation(s) in RCA: 17] [Impact Index Per Article: 1.4] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/13/2022]
Abstract
The sequence-specific transfer of methyl groups from donor S-adenosyl-L-methionine (AdoMet) to certain positions of DNA-adenine or -cytosine residues by DNA methyltransferases (MTases) is a major form of epigenetic modification. It is virtually ubiquitous, except for some notable exceptions. Site-specific methylation can be regarded as a means to increase DNA information capacity and is involved in a large spectrum of biological processes. The importance of these functions necessitates a deeper understanding of the enzymatic mechanism(s) of DNA methylation. DNA MTases fall into one of two general classes; viz. amino-MTases and [C5-cytosine]-MTases. Amino-MTases, common in prokaryotes and lower eukaryotes, catalyze methylation of the exocyclic amino group of adenine ([N6-adenine]-MTase) or cytosine ([N4-cytosine]-MTase). In contrast, [C5-cytosine]-MTases methylate the cyclic carbon-5 atom of cytosine. Characteristics of DNA MTases are highly variable, differing in their affinity to their substrates or reaction products, their kinetic parameters, or other characteristics (order of substrate binding, rate limiting step in the overall reaction). It is not possible to present a unifying account of the published kinetic analyses of DNA methylation because different authors have used different substrate DNAs and/or reaction conditions. Nevertheless, it would be useful to describe those kinetic data and the mechanistic models that have been derived from them. Thus, this review considers in turn studies carried out with the most consistently and extensively investigated [N6-adenine]-, [N4-cytosine]- and [C5-cytosine]-DNA MTases.
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Affiliation(s)
- Ernst G Malygin
- Institute of Molecular Biology, State Research Center of Virology and Biotechnology Vector, Novosibirsk, Russia
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8
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Rajendran A, Endo M, Sugiyama H. Single-molecule analysis using DNA origami. Angew Chem Int Ed Engl 2011; 51:874-90. [PMID: 22121063 DOI: 10.1002/anie.201102113] [Citation(s) in RCA: 155] [Impact Index Per Article: 11.9] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/25/2011] [Indexed: 11/11/2022]
Abstract
During the last two decades, scientists have developed various methods that allow the detection and manipulation of single molecules, which have also been called "in singulo" approaches. Fundamental understanding of biochemical reactions, folding of biomolecules, and the screening of drugs were achieved by using these methods. Single-molecule analysis was also performed in the field of DNA nanotechnology, mainly by using atomic force microscopy. However, until recently, the approaches used commonly in nanotechnology adopted structures with a dimension of 10-20 nm, which is not suitable for many applications. The recent development of scaffolded DNA origami by Rothemund made it possible for the construction of larger defined assemblies. One of the most salient features of the origami method is the precise addressability of the structures formed: Each staple can serve as an attachment point for different kinds of nanoobjects. Thus, the method is suitable for the precise positioning of various functionalities and for the single-molecule analysis of many chemical and biochemical processes. Here we summarize recent progress in the area of single-molecule analysis using DNA origami and discuss the future directions of this research.
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Affiliation(s)
- Arivazhagan Rajendran
- Department of Chemistry, Graduate School of Science, Kyoto University, Kyoto 606-8502, Japan
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9
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Rajendran A, Endo M, Sugiyama H. Einzelmolekülanalysen mithilfe von DNA-Origami. Angew Chem Int Ed Engl 2011. [DOI: 10.1002/ange.201102113] [Citation(s) in RCA: 33] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/09/2022]
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10
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Eglen RM, Reisine T. Screening for Compounds That Modulate Epigenetic Regulation of the Transcriptome. ACTA ACUST UNITED AC 2011; 16:1137-52. [DOI: 10.1177/1087057111417871] [Citation(s) in RCA: 20] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/22/2023]
Abstract
Epigenetic control of the transciptome is a complex and highly coordinated cellular process. One critical mechanism involves DNA methylation, mediated by distinct but related DNA methyltransferases (DNMTs). Although several DNMT inhibitors are available, most are nonselective; selective DNMT inhibitors, therefore, could be optimal as therapeutics, as well acting as chemical probes to elucidate the fundamental biology of individual DNMTs. DNA methylation is a stable chemical modification, yet posttranslational modification of histones is transitory, with reversible effects on gene expression. Histone posttranslational modifications influence access of transcription factors to DNA target sites to affect gene activity. Histones are regulated by several enzymes, including acetylases (HATs), deacetylases (HDACs), methyltransferases (HMTs), and demethylases (HDMTs). Generally, HATs activate, whereas HDACs suppress gene activity. Specifically, HMTs and HDMTs can either activate or inhibit gene expression, depending on the site and extent of the methylation pattern. There is growing interest in drugs that target enzymes involved in epigenetic control. Currently, a range of high-throughput screening (HTS) technologies are used to identify selective compounds against these enzymes. This review focuses on the rationale for drug development of these enzymes, as well the utility of HTS methods used in identifying and optimizing novel selective compounds that modulate epigenetic control of the human transcriptome.
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11
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Abstract
DNA origami is an emerging technology for designing defined two-dimensional DNA nanostructures. In this review, we focus on and describe several types of DNA origami-related studies, as follows: (1) programmed DNA origami assembly, (2) DNA origami-templated molecular assembly, (3) design and construction of various three-dimensional DNA origami structures, (4) programmed functionalization of DNA origami and combination with top-down nanotechnology, (5) single molecular observation on a designed DNA origami, and (6) DNA nanomachines working on a DNA origami.
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Affiliation(s)
- Masayuki Endo
- Institute for Integrated Cell-Material Sciences (iCeMS), Kyoto University, Kyoto, Japan
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12
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Endo M, Katsuda Y, Hidaka K, Sugiyama H. Regulation of DNA methylation using different tensions of double strands constructed in a defined DNA nanostructure. J Am Chem Soc 2010; 132:1592-7. [PMID: 20078043 DOI: 10.1021/ja907649w] [Citation(s) in RCA: 181] [Impact Index Per Article: 12.9] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/25/2023]
Abstract
A novel strategy for regulation of an enzymatic DNA modification reaction has been developed by employing a designed nanoscale DNA scaffold. DNA modification using enzymes often requires bending of specific DNA strands to facilitate the reaction. The DNA methylation enzyme EcoRI methyltransferase (M.EcoRI) bends double helix DNA by 55 degrees-59 degrees during the reaction with flipping out of the second adenine in the GAATTC sequence as the methyl transfer reaction proceeds. In this study, two different double helical tensions, tense and relaxed states of double helices, were created to control the methyl transfer reaction of M.EcoRI and examine the structural effect on the methylation. We designed and prepared a two-dimensional (2D) DNA scaffold named the "DNA frame" using the DNA origami method that accommodates two different lengths of the double-strand DNA fragments, a tense 64mer double strand and a relaxed 74mer double strand. Fast-scanning atomic force microscope (AFM) imaging revealed the different dynamic movement of the double-strand DNAs and complexes of M.EcoRI with 64mer and 74mer double-strand DNAs. After treatment of the double strands in the DNA frame with M.EcoRI and the subsequent digestion with restriction enzyme EcoRI (R.EcoRI), AFM analysis revealed that the 74mer double-strand DNA was not effectively cleaved compared with the 64mer double-strand DNA, indicating that the methylation preferentially occurred in the relaxed 74mer double-strand DNA compared with that in the tense 64mer double strand. Biochemical analysis of the methylation and specific digestion using a real-time PCR also supported the above results. These results indicate the importance of the structural flexibility for bending of the duplex DNA during the methyl transfer reaction with M.EcoRI. Therefore, the DNA methylation can be regulated using the structurally controlled double-strand DNAs constructed in the DNA frame nanostructure.
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Affiliation(s)
- Masayuki Endo
- Institute for Integrated Cell-Material Sciences, Kyoto University, Yoshida-ushinomiyacho, Sakyo-ku, Kyoto 606-8501, Japan.
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13
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Bonnist EYM, Jones AC. Long-wavelength fluorescence from 2-aminopurine-nucleobase dimers in DNA. Chemphyschem 2008; 9:1121-9. [PMID: 18446915 DOI: 10.1002/cphc.200700813] [Citation(s) in RCA: 15] [Impact Index Per Article: 0.9] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/09/2022]
Abstract
When 2-aminopurine (2AP) is substituted for adenine in DNA, it is widely accepted that its fluorescence spectrum is essentially unchanged from that of the free fluorophore. We show that 2AP in DNA exhibits long-wavelength emission and excitation bands, in addition to the familiar short-wavelength spectra, as a result of formation of a ground-state heterodimer with an adjacent, pi-stacked, natural base. The observation of dual emission from 2AP in a variety of oligodeoxynucleotide duplexes and single strands demonstrates the generality of this phenomenon. The photophysical and conformational properties of the long-wavelength-emitting 2AP-nucleobase dimer are examined. Analogous long-wavelength fluorescence is seen when 2AP pi-stacks with aromatic amino acid sidechains in the active sites of methyltransferase enzymes during DNA nucleotide flipping.
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Affiliation(s)
- Eleanor Y M Bonnist
- School of Chemistry and Collaborative Optical Spectroscopy, Micromanipulation and Imaging Centre, The University of Edinburgh, West Mains Road, Edinburgh EH9 3JJ, UK
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14
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Coffin SR, Reich NO. Modulation of Escherichia coli DNA methyltransferase activity by biologically derived GATC-flanking sequences. J Biol Chem 2008; 283:20106-16. [PMID: 18502761 DOI: 10.1074/jbc.m802502200] [Citation(s) in RCA: 21] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/06/2022] Open
Abstract
Escherichia coli DNA adenine methyltransferase (EcoDam) methylates the N-6 position of the adenine in the sequence 5'-GATC-3' and plays vital roles in gene regulation, mismatch repair, and DNA replication. It remains unclear how the small number of critical GATC sites involved in the regulation of replication and gene expression are differentially methylated, whereas the approximately 20,000 GATCs important for mismatch repair and dispersed throughout the genome are extensively methylated. Our prior work, limited to the pap regulon, showed that methylation efficiency is controlled by sequences immediately flanking the GATC sites. We extend these studies to include GATC sites involved in diverse gene regulatory and DNA replication pathways as well as sites previously shown to undergo differential in vivo methylation but whose function remains to be assigned. EcoDam shows no change in affinity with variations in flanking sequences derived from these sources, but methylation kinetics varied 12-fold. A-tracts immediately adjacent to the GATC site contribute significantly to these differences in methylation kinetics. Interestingly, only when the poly(A) is located 5' of the GATC are the changes in methylation kinetics revealed. Preferential methylation is obscured when two GATC sites are positioned on the same DNA molecule, unless both sites are surrounded by large amounts of nonspecific DNA. Thus, facilitated diffusion and sequences immediately flanking target sites contribute to higher order specificity for EcoDam; we suggest that the diverse biological roles of the enzyme are in part regulated by these two factors, which may be important for other enzymes that sequence-specifically modify DNA.
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Affiliation(s)
- Stephanie R Coffin
- Department of Chemistry and Biochemistry, University of California, Santa Barbara, CA 93106-9510, USA
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15
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Youngblood B, Bonnist E, Dryden DTF, Jones AC, Reich NO. Differential stabilization of reaction intermediates: specificity checkpoints for M.EcoRI revealed by transient fluorescence and fluorescence lifetime studies. Nucleic Acids Res 2008; 36:2917-25. [PMID: 18385156 PMCID: PMC2396439 DOI: 10.1093/nar/gkn131] [Citation(s) in RCA: 7] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/10/2023] Open
Abstract
M.EcoRI, a bacterial sequence-specific S-adenosyl-l-methionine-dependent DNA methyltransferase, relies on a complex conformational mechanism to achieve its remarkable specificity, including DNA bending, base flipping and intercalation into the DNA. Using transient fluorescence and fluorescence lifetime studies with cognate and noncognate DNA, we have characterized several reaction intermediates involving the WT enzyme. Similar studies with a bending-impaired, enhanced-specificity M.EcoRI mutant show minimal differences with the cognate DNA, but significant differences with noncognate DNA. These results provide a plausible explanation of the way in which destabilization of reaction intermediates can lead to changes in substrate specificity.
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Affiliation(s)
- Ben Youngblood
- Program in Biomolecular Science and Engineering, University of California, Santa Barbara, CA 93106-9510, USA
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16
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Harris SA, Laughton CA, Liverpool TB. Mapping the phase diagram of the writhe of DNA nanocircles using atomistic molecular dynamics simulations. Nucleic Acids Res 2008; 36:21-9. [PMID: 17984075 PMCID: PMC2248748 DOI: 10.1093/nar/gkm891] [Citation(s) in RCA: 61] [Impact Index Per Article: 3.8] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/17/2007] [Revised: 09/24/2007] [Accepted: 10/03/2007] [Indexed: 01/10/2023] Open
Abstract
We have investigated the effects of duplex length, sequence, salt concentration and superhelical density on the conformation of DNA nanocircles containing up to 178 base pairs using atomistic molecular dynamics simulation. These calculations reveal that the partitioning of twist and writhe is governed by a delicate balance of competing energetic terms. We have identified conditions which favour circular, positively or negatively writhed and denatured DNA conformations. Our simulations show that AT-rich DNA is more prone to denaturation when subjected to torsional stress than the corresponding GC containing circles. In contrast to the behaviour expected for a simple elastic rod, there is a distinct asymmetry in the behaviour of over and under-wound DNA nanocircles. The most biologically relevant negatively writhed state is more elusive than the corresponding positively writhed conformation, and is only observed for larger circles under conditions of high electrostatic screening. The simulation results have been summarised by plotting a phase diagram describing the various conformational states of nanocircles over the range of circle sizes and experimental conditions explored during the study. The changes in DNA structure that accompany supercoiling suggest a number of mechanisms whereby changes in DNA topology in vivo might be used to influence gene expression.
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Affiliation(s)
- Sarah A Harris
- School of Physics and Astronomy, University of Leeds, Leeds, LS2 9JT, UK.
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17
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Chodera JD, Singhal N, Pande VS, Dill KA, Swope WC. Automatic discovery of metastable states for the construction of Markov models of macromolecular conformational dynamics. J Chem Phys 2007; 126:155101. [PMID: 17461665 DOI: 10.1063/1.2714538] [Citation(s) in RCA: 463] [Impact Index Per Article: 27.2] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/14/2022] Open
Abstract
To meet the challenge of modeling the conformational dynamics of biological macromolecules over long time scales, much recent effort has been devoted to constructing stochastic kinetic models, often in the form of discrete-state Markov models, from short molecular dynamics simulations. To construct useful models that faithfully represent dynamics at the time scales of interest, it is necessary to decompose configuration space into a set of kinetically metastable states. Previous attempts to define these states have relied upon either prior knowledge of the slow degrees of freedom or on the application of conformational clustering techniques which assume that conformationally distinct clusters are also kinetically distinct. Here, we present a first version of an automatic algorithm for the discovery of kinetically metastable states that is generally applicable to solvated macromolecules. Given molecular dynamics trajectories initiated from a well-defined starting distribution, the algorithm discovers long lived, kinetically metastable states through successive iterations of partitioning and aggregating conformation space into kinetically related regions. The authors apply this method to three peptides in explicit solvent-terminally blocked alanine, the 21-residue helical F(s) peptide, and the engineered 12-residue beta-hairpin trpzip2-to assess its ability to generate physically meaningful states and faithful kinetic models.
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Affiliation(s)
- John D Chodera
- Graduate Group in Biophysics, University of California-San Francisco, San Francisco, CA 94143, USA
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