1
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Laatri S, El Khayari S, Qriouet Z. Exploring the molecular aspect and updating evolutionary approaches to the DNA polymerase enzymes for biotechnological needs: A comprehensive review. Int J Biol Macromol 2024; 276:133924. [PMID: 39033894 DOI: 10.1016/j.ijbiomac.2024.133924] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/10/2024] [Revised: 07/07/2024] [Accepted: 07/15/2024] [Indexed: 07/23/2024]
Abstract
DNA polymerases are essential enzymes that play a key role in living organisms, as they participate in the synthesis and maintenance of the DNA molecule. The intrinsic properties of these enzymes have been widely observed and studied to understand their functions, activities, and behavior, which has allowed their natural power in DNA synthesis to be exploited in modern biotechnology, to the point of making them true pillars of the field. In this context, the laboratory evolution of these enzymes, either by directed evolution or rational design, has led to the generation of a wide range of new DNA polymerases with novel properties, suitable for a variety of biotechnological needs. In this review, we examine DNA polymerases at the molecular level, their biotechnological use, and their evolutionary methods in relation to the novel properties sought, providing a chronological selection of evolved DNA polymerases cited in the literature that we consider to be of great interest. To our knowledge, this work is the first to bring together the molecular, functional and evolutionary aspects of the DNA polymerase enzyme. We believe it will be of great interest to researchers whose aim is to produce new lines of evolved DNA polymerases.
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Affiliation(s)
- Said Laatri
- Microbiology and Molecular Biology Laboratory, Faculty of Sciences, Mohammed V-Souissi University, Rabat 10100, Morocco.
| | | | - Zidane Qriouet
- Pharmacology and Toxicology Laboratory, Faculty of Medicine and Pharmacy, Mohammed V-Souissi University, Rabat 10100, Morocco
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2
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Abstract
B-family DNA polymerases (PolBs) of different groups are widespread in Archaea, and different PolBs often coexist in the same organism. Many of these PolB enzymes remain to be investigated. One of the main groups that is poorly characterized is PolB2, whose members occur in many archaea but are predicted to be inactivated forms of DNA polymerase. Here, Sulfolobus islandicus DNA polymerase 2 (Dpo2), a PolB2 enzyme, was expressed in its native host and purified. Characterization of the purified enzyme revealed that the polymerase possesses a robust nucleotide incorporation activity but is devoid of the 3'-5' exonuclease activity. Enzyme kinetics analyses showed that Dpo2 replicates undamaged DNA templates with high fidelity, which is consistent with its inefficient nucleotide insertion activity opposite different DNA lesions. Strikingly, the polymerase is highly efficient in extending mismatches and mispaired primer termini once a nucleotide is placed opposite a damaged site. This extender polymerase represents a novel type of prokaryotic PolB specialized for DNA damage repair in Archaea. IMPORTANCE In this work, we report that Sulfolobus islandicus Dpo2, a B-family DNA polymerase once predicted to be an inactive form, is a bona fide DNA polymerase functioning in translesion synthesis. S. islandicus Dpo2 is a member of a large group of B-family DNA polymerases (PolB2) that are present in many archaea and some bacteria, and they carry variations in well-conserved amino acids in the functional domains responsible for polymerization and proofreading. However, we found that this prokaryotic B-family DNA polymerase not only replicates undamaged DNA with high fidelity but also extends mismatch and DNA lesion-containing substrates with high efficiencies. With these data, we propose this enzyme functions as an extender polymerase, the first prokaryotic enzyme of this type. Our data also suggest this PolB2 enzyme represents a functional counterpart of the eukaryotic DNA polymerase Pol zeta, an enzyme that is devoted to DNA damage repair.
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3
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Christensen TA, Lee KY, Gottlieb SZP, Carrier MB, Leconte AM. Mutant polymerases capable of 2′ fluoro-modified nucleic acid synthesis and amplification with improved accuracy. RSC Chem Biol 2022; 3:1044-1051. [PMID: 35975008 PMCID: PMC9347352 DOI: 10.1039/d2cb00064d] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/28/2022] [Accepted: 06/16/2022] [Indexed: 11/21/2022] Open
Abstract
Nonnatural nucleic acids (xeno nucleic acids, XNA) can possess several useful properties such as expanded reactivity and nuclease resistance, which can enhance the utility of DNA as a biotechnological tool. Native DNA polymerases are unable to synthesize XNA, so, in recent years mutant XNA polymerases have been engineered with sufficient activity for use in processes such as PCR. While substantial improvements have been made, accuracy still needs to be increased by orders of magnitude to approach natural error rates and make XNA polymerases useful for applications that require high fidelity. Here, we systematically evaluate leading Taq DNA polymerase mutants for their fidelity during synthesis of 2′F XNA. To further improve their accuracy, we add mutations that have been shown to increase the fidelity of wild-type Taq polymerases, to some of the best current XNA polymerases (SFM4–3, SFM4–6, and SFP1). The resulting polymerases show significant improvements in synthesis accuracy. In addition to generating more accurate XNA polymerases, this study also informs future polymerase engineering efforts by demonstrating that mutations that improve the accuracy of DNA synthesis may also have utility in improving the accuracy of XNA synthesis. Polymerases that have been evolved to synthesize 2′F XNA are often inaccurate. Here, we show that you can improve the accuracy of 2′F XNA polymerase synthesis by adding mutations previously found to improve the accuracy of natural DNA synthesis.![]()
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Affiliation(s)
- Trevor A. Christensen
- W. M. Keck Science Department of Claremont McKenna, Pitzer, and Scripps Colleges, Claremont, CA, USA
| | - Kristi Y. Lee
- W. M. Keck Science Department of Claremont McKenna, Pitzer, and Scripps Colleges, Claremont, CA, USA
| | - Simone Z. P. Gottlieb
- W. M. Keck Science Department of Claremont McKenna, Pitzer, and Scripps Colleges, Claremont, CA, USA
| | - Mikayla B. Carrier
- W. M. Keck Science Department of Claremont McKenna, Pitzer, and Scripps Colleges, Claremont, CA, USA
| | - Aaron M. Leconte
- W. M. Keck Science Department of Claremont McKenna, Pitzer, and Scripps Colleges, Claremont, CA, USA
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4
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Abstract
DNA polymerases play a central role in biology by transferring genetic information from one generation to the next during cell division. Harnessing the power of these enzymes in the laboratory has fueled an increase in biomedical applications that involve the synthesis, amplification, and sequencing of DNA. However, the high substrate specificity exhibited by most naturally occurring DNA polymerases often precludes their use in practical applications that require modified substrates. Moving beyond natural genetic polymers requires sophisticated enzyme-engineering technologies that can be used to direct the evolution of engineered polymerases that function with tailor-made activities. Such efforts are expected to uniquely drive emerging applications in synthetic biology by enabling the synthesis, replication, and evolution of synthetic genetic polymers with new physicochemical properties.
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5
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Zhukov SA, Fokina AA, Stetsenko DA, Vasilyeva SV. Methods for Molecular Evolution of Polymerases. RUSSIAN JOURNAL OF BIOORGANIC CHEMISTRY 2019. [DOI: 10.1134/s1068162019060426] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 11/23/2022]
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6
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Abstract
DNA repair is now understood to play a key role in a variety of disease states, most notably cancer. Tools for studying DNA have typically relied on traditional biochemical methods which are often laborious and indirect. Efforts to study the biology and therapeutic relevance of DNA repair pathways can be limited by such methods. Recently, specific fluorescent probes have been developed to aid in the study of DNA repair. Fluorescent probes offer the advantage of being able to directly assay for DNA repair activity in a simple, mix-and-measure format. This review will summarize the distinct classes of probe designs and their potential utility in varied research and preclinical settings.
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Affiliation(s)
- David L. Wilson
- Department of Chemistry, Stanford University, Stanford, California 94305, United States
| | - Eric T. Kool
- Department of Chemistry, Stanford University, Stanford, California 94305, United States
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7
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Agudo R, Calvo PA, Martínez-Jiménez MI, Blanco L. Engineering human PrimPol into an efficient RNA-dependent-DNA primase/polymerase. Nucleic Acids Res 2017; 45:9046-9058. [PMID: 28911121 PMCID: PMC5587808 DOI: 10.1093/nar/gkx633] [Citation(s) in RCA: 5] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [MESH Headings] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/17/2017] [Accepted: 07/12/2017] [Indexed: 02/01/2023] Open
Abstract
We have developed a straightforward fluorometric assay to measure primase-polymerase activity of human PrimPol (HsPrimPol). The sensitivity of this procedure uncovered a novel RNA-dependent DNA priming-polymerization activity (RdDP) of this enzyme. In an attempt to enhance HsPrimPol RdDP activity, we constructed a smart mutant library guided by prior sequence-function analysis, and tested this library in an adapted screening platform of our fluorometric assay. After screening less than 500 variants, we found a specific HsPrimPol mutant, Y89R, which displays 10-fold higher RdDP activity than the wild-type enzyme. The improvement of RdDP activity in the Y89R variant was due mainly to an increased in the stabilization of the preternary complex (protein:template:incoming nucleotide), a specific step preceding dimer formation. Finally, in support of the biotechnological potential of PrimPol as a DNA primer maker during reverse transcription, mutant Y89R HsPrimPol rendered up to 17-fold more DNA than with random hexamer primers.
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Affiliation(s)
- Rubén Agudo
- Centro de Biología Molecular ‘Severo Ochoa’ (CSIC-UAM), Cantoblanco, E-28049 Madrid, Spain
- To whom correspondence should be addressed. Tel: +34 91 196 46 85; Fax: +34 91 196 44 20; . Correspondence may also be addressed to Rubén Agudo. Tel: +34 91 196 46 86; Fax: +34 91 196 44 20;
| | - Patricia A. Calvo
- Centro de Biología Molecular ‘Severo Ochoa’ (CSIC-UAM), Cantoblanco, E-28049 Madrid, Spain
| | | | - Luis Blanco
- Centro de Biología Molecular ‘Severo Ochoa’ (CSIC-UAM), Cantoblanco, E-28049 Madrid, Spain
- To whom correspondence should be addressed. Tel: +34 91 196 46 85; Fax: +34 91 196 44 20; . Correspondence may also be addressed to Rubén Agudo. Tel: +34 91 196 46 86; Fax: +34 91 196 44 20;
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8
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Variants of sequence family B Thermococcus kodakaraensis DNA polymerase with increased mismatch extension selectivity. PLoS One 2017; 12:e0183623. [PMID: 28832623 PMCID: PMC5568139 DOI: 10.1371/journal.pone.0183623] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/19/2017] [Accepted: 08/08/2017] [Indexed: 12/01/2022] Open
Abstract
Fidelity and selectivity of DNA polymerases are critical determinants for the biology of life, as well as important tools for biotechnological applications. DNA polymerases catalyze the formation of DNA strands by adding deoxynucleotides to a primer, which is complementarily bound to a template. To ensure the integrity of the genome, DNA polymerases select the correct nucleotide and further extend the nascent DNA strand. Thus, DNA polymerase fidelity is pivotal for ensuring that cells can replicate their genome with minimal error. DNA polymerases are, however, further optimized for more specific biotechnological or diagnostic applications. Here we report on the semi-rational design of mutant libraries derived by saturation mutagenesis at single sites of a 3’-5’-exonuclease deficient variant of Thermococcus kodakaraensis DNA polymerase (KOD pol) and the discovery for variants with enhanced mismatch extension selectivity by screening. Sites of potential interest for saturation mutagenesis were selected by their proximity to primer or template strands. The resulting libraries were screened via quantitative real-time PCR. We identified three variants with single amino acid exchanges—R501C, R606Q, and R606W—which exhibited increased mismatch extension selectivity. These variants were further characterized towards their potential in mismatch discrimination. Additionally, the identified enzymes were also able to differentiate between cytosine and 5-methylcytosine. Our results demonstrate the potential in characterizing and developing DNA polymerases for specific PCR based applications in DNA biotechnology and diagnostics.
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9
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Houlihan G, Arangundy-Franklin S, Holliger P. Exploring the Chemistry of Genetic Information Storage and Propagation through Polymerase Engineering. Acc Chem Res 2017; 50:1079-1087. [PMID: 28383245 PMCID: PMC5406124 DOI: 10.1021/acs.accounts.7b00056] [Citation(s) in RCA: 50] [Impact Index Per Article: 7.1] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/20/2022]
Abstract
![]()
Nucleic
acids are a distinct form of sequence-defined biopolymer.
What sets them apart from other biopolymers such as polypeptides or
polysaccharides is their unique capacity to encode, store, and propagate
genetic information (molecular heredity). In nature, just two closely
related nucleic acids, DNA and RNA, function as repositories and carriers
of genetic information. They therefore are the molecular embodiment
of biological information. This naturally leads to questions regarding
the degree of variation from this seemingly ideal “Goldilocks”
chemistry that would still be compatible with the fundamental property
of molecular heredity. To address this question, chemists have
created a panoply of synthetic
nucleic acids comprising unnatural sugar ring congeners, backbone
linkages, and nucleobases in order to establish the molecular parameters
for encoding genetic information and its emergence at the origin of
life. A deeper analysis of the potential of these synthetic genetic
polymers for molecular heredity requires a means of replication and
a determination of the fidelity of information transfer. While non-enzymatic
synthesis is an increasingly powerful method, it currently remains
restricted to short polymers. Here we discuss efforts toward establishing
enzymatic synthesis, replication, and evolution of synthetic genetic
polymers through the engineering of polymerase enzymes found in nature. To endow natural polymerases with the ability to efficiently utilize
non-cognate nucleotide substrates, novel strategies for the screening
and directed evolution of polymerase function have been realized.
High throughput plate-based screens, phage display, and water-in-oil
emulsion technology based methods have yielded a number of engineered
polymerases, some of which can synthesize and reverse transcribe synthetic
genetic polymers with good efficiency and fidelity. The inception
of such polymerases demonstrates that, at a basic
level at least, molecular heredity is not restricted to the natural
nucleic acids DNA and RNA, but may be found in a large (if finite)
number of synthetic genetic polymers. And it has opened up these novel
sequence spaces for investigation. Although largely unexplored, first
tentative forays have yielded ligands (aptamers) against a range of
targets and several catalysts elaborated in a range of different chemistries.
Finally, taking the lead from established DNA designs, simple polyhedron
nanostructures have been described. We anticipate that further
progress in this area will expand the
range of synthetic genetic polymers that can be synthesized, replicated,
and evolved providing access to a rich sequence, structure, and phenotypic
space. “Synthetic genetics”, that is, the exploration
of these spaces, will illuminate the chemical parameter range for
en- and decoding information, 3D folding, and catalysis and yield
novel ligands, catalysts, and nanostructures and devices for applications
in biotechnology and medicine.
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Affiliation(s)
- Gillian Houlihan
- MRC Laboratory of Molecular Biology, Francis Crick
Avenue, Cambridge Biomedical Campus, Cambridge CB2 0QH, U.K
| | | | - Philipp Holliger
- MRC Laboratory of Molecular Biology, Francis Crick
Avenue, Cambridge Biomedical Campus, Cambridge CB2 0QH, U.K
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10
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Rosenblum SL, Weiden AG, Lewis EL, Ogonowsky AL, Chia HE, Barrett SE, Liu MD, Leconte AM. Design and Discovery of New Combinations of Mutant DNA Polymerases and Modified DNA Substrates. Chembiochem 2017; 18:816-823. [PMID: 28160372 DOI: 10.1002/cbic.201600701] [Citation(s) in RCA: 5] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/28/2016] [Indexed: 11/06/2022]
Abstract
Chemical modifications can enhance the properties of DNA by imparting nuclease resistance and generating more-diverse physical structures. However, native DNA polymerases generally cannot synthesize significant lengths of DNA with modified nucleotide triphosphates. Previous efforts have identified a mutant of DNA polymerase I from Thermus aquaticus DNA (SFM19) as capable of synthesizing a range of short, 2'-modified DNAs; however, it is limited in the length of the products it can synthesize. Here, we rationally designed and characterized ten mutants of SFM19. From this, we identified enzymes with substantially improved activity for the synthesis of 2'F-, 2'OH-, 2'OMe-, and 3'OMe-modified DNA as well as for reverse transcription of 2'OMe DNA. We also evaluated mutant DNA polymerases previously only tested for synthesis for 2'OMe DNA and showed that they are capable of an expanded range of modified DNA synthesis. This work significantly expands the known combinations of modified DNA and Taq DNA polymerase mutants.
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Affiliation(s)
- Sydney L Rosenblum
- W. M. Keck Science Department, Claremont McKenna, Pitzer, and Scripps Colleges, Claremont, CA, 91711, USA
| | - Aurora G Weiden
- W. M. Keck Science Department, Claremont McKenna, Pitzer, and Scripps Colleges, Claremont, CA, 91711, USA
| | - Eliza L Lewis
- W. M. Keck Science Department, Claremont McKenna, Pitzer, and Scripps Colleges, Claremont, CA, 91711, USA
| | - Alexie L Ogonowsky
- W. M. Keck Science Department, Claremont McKenna, Pitzer, and Scripps Colleges, Claremont, CA, 91711, USA
| | - Hannah E Chia
- W. M. Keck Science Department, Claremont McKenna, Pitzer, and Scripps Colleges, Claremont, CA, 91711, USA
| | - Susanna E Barrett
- W. M. Keck Science Department, Claremont McKenna, Pitzer, and Scripps Colleges, Claremont, CA, 91711, USA
| | - Mira D Liu
- W. M. Keck Science Department, Claremont McKenna, Pitzer, and Scripps Colleges, Claremont, CA, 91711, USA
| | - Aaron M Leconte
- W. M. Keck Science Department, Claremont McKenna, Pitzer, and Scripps Colleges, Claremont, CA, 91711, USA
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11
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Nasiri HR, Kiss L, Krämer J. A fluorescence polarization based assay for the identification and characterization of polymerase inhibitors. Bioorg Med Chem Lett 2016; 26:4433-4435. [PMID: 27522487 DOI: 10.1016/j.bmcl.2016.08.003] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/08/2016] [Revised: 08/01/2016] [Accepted: 08/02/2016] [Indexed: 01/09/2023]
Abstract
A homogenous fluorescence polarization (FP) assay was developed to monitor the enzymatic activity of polymerases. Under the optimized conditions established in this study, the assay provides highly robust and reproducible data. Miniaturization of the assay for high-throughput screening and compound testing was also performed. The sensitivity of the newly developed assay was confirmed using 2',3'-dideoxyadenosine-5'-triphosphate (ddATP), a chain-elongating inhibitor of the polymerase reaction. Side-by-side comparison of the presented fluorescence polarization assay with already well established PicoGreen® fluorescence intensity assay revealed that the performance of both formats is comparable with good assay sensitivity. However, the direct ratiometric readout of the presented FP assay makes it superior over existing colorimetric and fluorescence intensity based assays in terms of susceptibility to false positives. Moreover, due to its generic nature the presented FP assay can be applied to other polymerases and is compatible with identification of inhibitors and requirements of hit-to-lead programs.
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Affiliation(s)
- Hamid R Nasiri
- Evotec AG, Manfred Eigen Campus, Essener Bogen 7, D-22419 Hamburg, Germany.
| | - László Kiss
- Evotec AG, Manfred Eigen Campus, Essener Bogen 7, D-22419 Hamburg, Germany
| | - Joachim Krämer
- Evotec AG, Manfred Eigen Campus, Essener Bogen 7, D-22419 Hamburg, Germany
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12
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Abstract
Conversion of one cell type into another cell type by forcibly expressing specific cocktails of transcription factors (TFs) has demonstrated that cell fates are not fixed and that cellular differentiation can be a two-way street with many intersections. These experiments also illustrated the sweeping potential of TFs to “read” genetically hardwired regulatory information even in cells where they are not normally expressed and to access and open up tightly packed chromatin to execute gene expression programs. Cellular reprogramming enables the modeling of diseases in a dish, to test the efficacy and toxicity of drugs in patient-derived cells and ultimately, could enable cell-based therapies to cure degenerative diseases. Yet, producing terminally differentiated cells that fully resemble their in vivo counterparts in sufficient quantities is still an unmet clinical need. While efforts are being made to reprogram cells nongenetically by using drug-like molecules, defined TF cocktails still dominate reprogramming protocols. Therefore, the optimization of TFs by protein engineering has emerged as a strategy to enhance reprogramming to produce functional, stable and safe cells for regenerative biomedicine. Engineering approaches focused on Oct4, MyoD, Sox17, Nanog and Mef2c and range from chimeric TFs with added transactivation domains, designer transcription activator-like effectors to activate endogenous TFs to reprogramming TFs with rationally engineered DNA recognition principles. Possibly, applying the complete toolkit of protein design to cellular reprogramming can help to remove the hurdles that, thus far, impeded the clinical use of cells derived from reprogramming technologies.
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Affiliation(s)
| | | | - Ralf Jauch
- Genome Regulation Laboratory, Guangzhou Institutes of Biomedicine and Health, Chinese Academy of Sciences, 190 Kai Yuan Avenue, Science Park, Guangzhou, China
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13
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Abstract
Isothermal amplification of nucleic acids is a simple process that rapidly and efficiently accumulates nucleic acid sequences at constant temperature. Since the early 1990s, various isothermal amplification techniques have been developed as alternatives to polymerase chain reaction (PCR). These isothermal amplification methods have been used for biosensing targets such as DNA, RNA, cells, proteins, small molecules, and ions. The applications of these techniques for in situ or intracellular bioimaging and sequencing have been amply demonstrated. Amplicons produced by isothermal amplification methods have also been utilized to construct versatile nucleic acid nanomaterials for promising applications in biomedicine, bioimaging, and biosensing. The integration of isothermal amplification into microsystems or portable devices improves nucleic acid-based on-site assays and confers high sensitivity. Single-cell and single-molecule analyses have also been implemented based on integrated microfluidic systems. In this review, we provide a comprehensive overview of the isothermal amplification of nucleic acids encompassing work published in the past two decades. First, different isothermal amplification techniques are classified into three types based on reaction kinetics. Then, we summarize the applications of isothermal amplification in bioanalysis, diagnostics, nanotechnology, materials science, and device integration. Finally, several challenges and perspectives in the field are discussed.
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Affiliation(s)
- Yongxi Zhao
- Key Laboratory of Biomedical Information Engineering of Education Ministry, School of Life Science and Technology, Xi'an Jiaotong University , Xianning West Road, Xi'an, Shaanxi 710049, China
| | - Feng Chen
- Key Laboratory of Biomedical Information Engineering of Education Ministry, School of Life Science and Technology, Xi'an Jiaotong University , Xianning West Road, Xi'an, Shaanxi 710049, China
| | - Qian Li
- Division of Physical Biology, and Bioimaging Center, Shanghai Synchrotron Radiation Facility, CAS Key Laboraotory of Interfacial Physics and Technology, Shanghai Institute of Applied Physics, Chinese Academy of Sciences , Shanghai 201800, China
| | - Lihua Wang
- Division of Physical Biology, and Bioimaging Center, Shanghai Synchrotron Radiation Facility, CAS Key Laboraotory of Interfacial Physics and Technology, Shanghai Institute of Applied Physics, Chinese Academy of Sciences , Shanghai 201800, China
| | - Chunhai Fan
- Division of Physical Biology, and Bioimaging Center, Shanghai Synchrotron Radiation Facility, CAS Key Laboraotory of Interfacial Physics and Technology, Shanghai Institute of Applied Physics, Chinese Academy of Sciences , Shanghai 201800, China.,School of Life Science & Technology, ShanghaiTech University , Shanghai 200031, China
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14
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Schultz HJ, Gochi AM, Chia HE, Ogonowsky AL, Chiang S, Filipovic N, Weiden AG, Hadley EE, Gabriel SE, Leconte AM. Taq DNA Polymerase Mutants and 2'-Modified Sugar Recognition. Biochemistry 2015; 54:5999-6008. [PMID: 26334839 DOI: 10.1021/acs.biochem.5b00689] [Citation(s) in RCA: 20] [Impact Index Per Article: 2.2] [Reference Citation Analysis] [Abstract] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/29/2022]
Abstract
Chemical modifications to DNA, such as 2' modifications, are expected to increase the biotechnological utility of DNA; however, these modified forms of DNA are limited by their inability to be effectively synthesized by DNA polymerase enzymes. Previous efforts have identified mutant Thermus aquaticus DNA polymerase I (Taq) enzymes capable of recognizing 2'-modified DNA nucleotides. While these mutant enzymes recognize these modified nucleotides, they are not capable of synthesizing full length modified DNA; thus, further engineering is required for these enzymes. Here, we describe comparative biochemical studies that identify useful, but previously uncharacterized, properties of these enzymes; one enzyme, SFM19, is able to recognize a range of 2'-modified nucleotides much wider than that previously examined, including fluoro, azido, and amino modifications. To understand the molecular origins of these differences, we also identify specific amino acids and combinations of amino acids that contribute most to the previously evolved unnatural activity. Our data suggest that a negatively charged amino acid at 614 and mutation of the steric gate residue, E615, to glycine make up the optimal combination for modified oligonucleotide synthesis. These studies yield an improved understanding of the mutational origins of 2'-modified substrate recognition as well as identify SFM19 as the best candidate for further engineering, whether via rational design or directed evolution.
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Affiliation(s)
- Hayley J Schultz
- W. M. Keck Science Department, Claremont McKenna, Pitzer, and Scripps Colleges , Claremont, California 91711, United States
| | - Andrea M Gochi
- W. M. Keck Science Department, Claremont McKenna, Pitzer, and Scripps Colleges , Claremont, California 91711, United States
| | - Hannah E Chia
- W. M. Keck Science Department, Claremont McKenna, Pitzer, and Scripps Colleges , Claremont, California 91711, United States
| | - Alexie L Ogonowsky
- W. M. Keck Science Department, Claremont McKenna, Pitzer, and Scripps Colleges , Claremont, California 91711, United States
| | - Sharon Chiang
- W. M. Keck Science Department, Claremont McKenna, Pitzer, and Scripps Colleges , Claremont, California 91711, United States
| | - Nedim Filipovic
- W. M. Keck Science Department, Claremont McKenna, Pitzer, and Scripps Colleges , Claremont, California 91711, United States
| | - Aurora G Weiden
- W. M. Keck Science Department, Claremont McKenna, Pitzer, and Scripps Colleges , Claremont, California 91711, United States
| | - Emma E Hadley
- W. M. Keck Science Department, Claremont McKenna, Pitzer, and Scripps Colleges , Claremont, California 91711, United States
| | - Sara E Gabriel
- W. M. Keck Science Department, Claremont McKenna, Pitzer, and Scripps Colleges , Claremont, California 91711, United States
| | - Aaron M Leconte
- W. M. Keck Science Department, Claremont McKenna, Pitzer, and Scripps Colleges , Claremont, California 91711, United States
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15
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Synthetic Development of New 3-(4-Arylmethylamino)butyl-5-arylidene-rhodanines under Microwave Irradiation and Their Effects on Tumor Cell Lines and against Protein Kinases. Molecules 2015; 20:12412-35. [PMID: 26184130 PMCID: PMC6332318 DOI: 10.3390/molecules200712412] [Citation(s) in RCA: 11] [Impact Index Per Article: 1.2] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/27/2015] [Revised: 06/17/2015] [Accepted: 06/30/2015] [Indexed: 12/30/2022] Open
Abstract
A new route to 3-(4-arylmethylamino)butyl-5-arylidene-2-thioxo-1,3-thiazolidine-4-one 9 was developed in six steps from commercial 1,4-diaminobutane 1 as starting material. The key step of this multi-step synthesis involved a solution phase “one-pot two-steps” approach assisted by microwave dielectric from N-(arylmethyl)butane-1,4-diamine hydrochloride 6a–f (as source of the first point diversity) and commercial bis-(carboxymethyl)-trithiocarbonate reagent 7 for construction of the rhodanine platform. This platform was immediately functionalized by Knoevenagel condensation under microwave irradiation with a series of aromatic aldehydes 3 as second point of diversity. These new compounds were prepared in moderate to good yields and the fourteen synthetic products 9a–n have been obtained with a Z-geometry about their exocyclic double bond. These new 5-arylidene rhodanines derivatives 9a–n were tested for their kinase inhibitory potencies against four protein kinases: Human cyclin-dependent kinase 5-p25, HsCDK5-p25; porcine Glycogen Synthase Kinase-3, GSK-3α/β; porcine Casein Kinase 1, SsCK1 and human HsHaspin. They have also been evaluated for their in vitro inhibition of cell proliferation (HuH7 D12, Caco 2, MDA-MB 231, HCT 116, PC3, NCI-H727, HaCat and fibroblasts). Among of all these compounds, 9j presented selective micromolar inhibition activity on SsCK1 and 9i exhibited antitumor activities in the HuH7 D12, MDA-MBD231 cell lines.
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16
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Kim YT, Kim JW, Kim SK, Joe GH, Hong IS. Simultaneous genotyping of multiple somatic mutations by using a clamping PNA and PNA detection probes. Chembiochem 2014; 16:209-13. [PMID: 25534284 DOI: 10.1002/cbic.201402640] [Citation(s) in RCA: 13] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/06/2014] [Indexed: 11/07/2022]
Abstract
It has been very difficult to detect and quantify multiple somatic mutations simultaneously in single-tube qPCR. Here, a novel method for simultaneous detection of multiple mutations and a melting curve analysis was developed by using clamping PNA and detection PNA probes. Each PNA probe was designed to have a specific melting temperature by the introduction of γ-PNA monomer. This technique was successfully applied to the detection of six genotypes in two different mutations of K-RAS at the same time. Such simultaneous analysis of an amplified curve and a melting curve in qPCR can be widely used for the early diagnosis of cancer and determining the prognosis of drug treatments.
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Affiliation(s)
- Yong-Tae Kim
- Research Institute, Panagene Inc. 54 Techno10-ro, Yuseong-gu, Daejeon, 305-510 (Republic of Korea)
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17
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Drum M, Kranaster R, Ewald C, Blasczyk R, Marx A. Variants of a Thermus aquaticus DNA polymerase with increased selectivity for applications in allele- and methylation-specific amplification. PLoS One 2014; 9:e96640. [PMID: 24800860 PMCID: PMC4011760 DOI: 10.1371/journal.pone.0096640] [Citation(s) in RCA: 17] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/12/2014] [Accepted: 04/09/2014] [Indexed: 01/25/2023] Open
Abstract
The selectivity of DNA polymerases is crucial for many applications. For example, high discrimination between the extension of matched versus mismatched primer termini is desired for the detection of a single nucleotide variation at a particular locus within the genome. Here we describe the generation of thermostable mutants of the large fragment of Thermus aquaticus DNA polymerase (KlenTaq) with increased mismatch extension selectivity. In contrast to previously reported much less active KlenTaq mutants with mismatch discrimination abilities, many of the herein discovered mutants show conserved wild-type-like high activities. We demonstrate for one mutant containing the single amino acid exchange R660V the suitability for application in allele-specific amplifications directly from whole blood without prior sample purification. Also the suitability of the mutant for methylation specific amplification in the diagnostics of 5-methyl cytosines is demonstrated. Furthermore, the identified mutant supersedes other commercially available enzymes in human leukocyte antigen (HLA) analysis by sequence-specific primed polymerase chain reactions (PCRs).
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Affiliation(s)
- Matthias Drum
- Department of Chemistry, Konstanz Research School Chemical Biology, University of Konstanz, Konstanz, Germany
| | - Ramon Kranaster
- Department of Chemistry, Konstanz Research School Chemical Biology, University of Konstanz, Konstanz, Germany
- myPOLS Biotec, University of Konstanz, Konstanz, Germany
| | - Christina Ewald
- Department of Chemistry, Konstanz Research School Chemical Biology, University of Konstanz, Konstanz, Germany
| | - Rainer Blasczyk
- Institute for Transfusion Medicine, Hannover Medical School, Hannover, Germany
| | - Andreas Marx
- Department of Chemistry, Konstanz Research School Chemical Biology, University of Konstanz, Konstanz, Germany
- * E-mail:
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18
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C(α) torsion angles as a flexible criterion to extract secrets from a molecular dynamics simulation. J Mol Model 2014; 20:2196. [PMID: 24728650 DOI: 10.1007/s00894-014-2196-6] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.1] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/10/2014] [Accepted: 03/02/2014] [Indexed: 02/02/2023]
Abstract
Given the increasing complexity of simulated molecular systems, and the fact that simulation times have now reached milliseconds to seconds, immense amounts of data (in the gigabyte to terabyte range) are produced in current molecular dynamics simulations. Manual analysis of these data is a very time-consuming task, and important events that lead from one intermediate structure to another can become occluded in the noise resulting from random thermal fluctuations. To overcome these problems and facilitate a semi-automated data analysis, we introduce in this work a measure based on C(α) torsion angles: torsion angles formed by four consecutive C(α) atoms. This measure describes changes in the backbones of large systems on a residual length scale (i.e., a small number of residues at a time). Cluster analysis of individual C(α) torsion angles and its fuzzification led to continuous time patches representing (meta)stable conformations and to the identification of events acting as transitions between these conformations. The importance of a change in torsion angle to structural integrity is assessed by comparing this change to the average fluctuations in the same torsion angle over the complete simulation. Using this novel measure in combination with other measures such as the root mean square deviation (RMSD) and time series of distance measures, we performed an in-depth analysis of a simulation of the open form of DNA polymerase I. The times at which major conformational changes occur and the most important parts of the molecule and their interrelations were pinpointed in this analysis. The simultaneous determination of the time points and localizations of major events is a significant advantage of the new bottom-up approach presented here, as compared to many other (top-down) approaches in which only the similarity of the complete structure is analyzed.
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19
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Guiheneuf S, Paquin L, Carreaux F, Durieu E, Roisnel T, Meijer L, Bazureau JP. New 5-ylidene rhodanine derivatives based on the dispacamide A model. Mol Divers 2014; 18:375-88. [PMID: 24584455 DOI: 10.1007/s11030-014-9509-7] [Citation(s) in RCA: 12] [Impact Index Per Article: 1.2] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/26/2013] [Accepted: 02/04/2014] [Indexed: 01/01/2023]
Abstract
A practical approach for the preparation of (5Z) 5-ylidene rhodanine derivatives bearing the (4,5-dihalogeno-pyrrol-2-yl)carbamoyl fragment of dispacamide A is reported. The new compounds were obtained in good yields (19-88 %) by Knoevenagel condensation according to a solution-phase microwave dielectric heating protocol in the presence of organic bases (piperidine, TEA, and AcONa) from a set of N-substituted rhodanines 2(a-i). The ten synthetic products 3(a-j) have been synthesized with a Z-geometry about their exocyclic double bond and the structure of one of these compounds (3) was confirmed by a single X-ray diffraction analysis. The new (5Z) 5-ylidene rhodanine derivatives 3(a-j) were tested against eight protein kinases.
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Affiliation(s)
- Solene Guiheneuf
- Université de Rennes 1 Institut des Sciences Chimiques de Rennes ISCR UMR CNRS 6226, groupe Ingénierie Chimique et Molécules pour le Vivant (ICMV), Bât. 10 A, Campus de Beaulieu, CS 74205, 263 Avenue du Général Leclerc, 35042, Rennes Cedex, France
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20
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Takei F, Nakatani K. The Chemistry of Polymerase Chain Reaction^|^mdash;Development of the PCR Method Using New Modified Primers^|^mdash;. J SYN ORG CHEM JPN 2014. [DOI: 10.5059/yukigoseikyokaishi.72.370] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/06/2022]
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21
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Chen T, Romesberg FE. Directed polymerase evolution. FEBS Lett 2013; 588:219-29. [PMID: 24211837 DOI: 10.1016/j.febslet.2013.10.040] [Citation(s) in RCA: 52] [Impact Index Per Article: 4.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/19/2013] [Revised: 10/28/2013] [Accepted: 10/29/2013] [Indexed: 12/23/2022]
Abstract
Polymerases evolved in nature to synthesize DNA and RNA, and they underlie the storage and flow of genetic information in all cells. The availability of these enzymes for use at the bench has driven a revolution in biotechnology and medicinal research; however, polymerases did not evolve to function efficiently under the conditions required for some applications and their high substrate fidelity precludes their use for most applications that involve modified substrates. To circumvent these limitations, researchers have turned to directed evolution to tailor the properties and/or substrate repertoire of polymerases for different applications, and several systems have been developed for this purpose. These systems draw on different methods of creating a pool of randomly mutated polymerases and are differentiated by the process used to isolate the most fit members. A variety of polymerases have been evolved, providing new or improved functionality, as well as interesting new insight into the factors governing activity.
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Affiliation(s)
- Tingjian Chen
- Department of Chemistry, The Scripps Research Institute, 10550 North Torrey Pines Road, La Jolla, CA 92037, United States
| | - Floyd E Romesberg
- Department of Chemistry, The Scripps Research Institute, 10550 North Torrey Pines Road, La Jolla, CA 92037, United States.
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22
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Gloeckner C, Kranaster R, Marx A. Directed evolution of DNA polymerases: construction and screening of DNA polymerase mutant libraries. ACTA ACUST UNITED AC 2013; 2:89-109. [PMID: 23836552 DOI: 10.1002/9780470559277.ch090183] [Citation(s) in RCA: 13] [Impact Index Per Article: 1.2] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/10/2022]
Abstract
The protocols in this article describe the construction of a mutant DNA polymerase library using error-prone PCR (epPCR) as a method for gene randomization, followed by screening of the library using two different approaches. The examples described use an N-terminally truncated form of the thermostable DNA polymerase I of Thermus aquaticus (Taq DNA polymerase), namely Klentaq (KTQ), and protocols are included for the identification of variants with (1) increased DNA lesion-bypass ability and (2) enhanced selectivity for DNA match/mismatch recognition. The screening assays are based on double-stranded DNA detection (using SYBR Green I) which can be carried out using standard laboratory equipment. The described assays are designed for use in a 384-well plate format to increase screening throughput and reduce material costs. For improved accuracy and ease of liquid handling, the use of an automated liquid handling device is recommended. Curr. Protoc. Chem Biol. 2:89-109. © 2010 by John Wiley & Sons, Inc.
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Siegmund V, Santner T, Micura R, Marx A. Screening mutant libraries of T7 RNA polymerase for candidates with increased acceptance of 2'-modified nucleotides. Chem Commun (Camb) 2012; 48:9870-2. [PMID: 22932771 DOI: 10.1039/c2cc35028a] [Citation(s) in RCA: 22] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/21/2022]
Abstract
We present a screening assay based on fluorescence readout for the directed evolution of T7 RNA polymerase variants with acceptance of 2'-modified nucleotides. By using this screening we were able to identify a T7 RNA polymerase mutant with increased acceptance of 2'-methylseleno-2'-deoxyuridine 5'-triphosphate.
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Affiliation(s)
- Vanessa Siegmund
- Department of Chemistry and Konstanz Research School Chemical Biology, University of Konstanz, Universitätsstrasse 10, 78457 Konstanz, Germany
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25
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Maiti M, Siegmund V, Abramov M, Lescrinier E, Rosemeyer H, Froeyen M, Ramaswamy A, Ceulemans A, Marx A, Herdewijn P. Solution structure and conformational dynamics of deoxyxylonucleic acids (dXNA): an orthogonal nucleic acid candidate. Chemistry 2011; 18:869-79. [PMID: 22180030 DOI: 10.1002/chem.201102509] [Citation(s) in RCA: 19] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/12/2011] [Indexed: 01/05/2023]
Abstract
Orthogonal nucleic acids are chemically modified nucleic acid polymers that are unable to transfer information with natural nucleic acids and thus can be used in synthetic biology to store and transfer genetic information independently. Recently, it was proposed that xylose-DNA (dXNA) can be considered to be a potential candidate for an orthogonal system. Herein, we present the structure in solution and conformational analysis of two self-complementary, fully modified dXNA oligonucleotides, as determined by CD and NMR spectroscopy. These studies are the initial experimental proof of the structural orthogonality of dXNAs. In aqueous solution, dXNA duplexes predominantly form a linear ladderlike (type-1) structure. This is the first example of a furanose nucleic acid that adopts a ladderlike structure. In the presence of salt, an equilibrium exists between two types of duplex form. The corresponding nucleoside triphosphates (dXNTPs) were synthesized and evaluated for their ability to be incorporated into a growing DNA chain by using several natural and mutant DNA polymerases. Despite the structural orthogonality of dXNA, DNA polymerase β mutant is able to incorporate the dXNTPs, showing DNA-dependent dXNA polymerase activity.
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Affiliation(s)
- Mohitosh Maiti
- Laboratory of Medicinal Chemistry, Rega Institute for Medical Research, Katholieke Universiteit Leuven, Minderbroedersstraat 10, 3000 Leuven, Belgium
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26
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Strittmatter T, Bareth B, Immel TA, Huhn T, Mayer TU, Marx A. Small Molecule Inhibitors of Human DNA Polymerase λ. ACS Chem Biol 2011; 6:314-9. [PMID: 21194240 DOI: 10.1021/cb100382m] [Citation(s) in RCA: 24] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/17/2022]
Abstract
To discover chemical probes to further under-stand the function of individual DNA polymerases, we established a generally applicable high-throughput screening. By applying this technique we discovered three novel inhibitor classes of human DNA polymerase λ (DNA Pol λ), a key enzyme to maintain the genetic integrity of the genome. The rhodanines, classified as an excellent drug scaffold, were found to be the most potent inhibitors for DNA Pol λ. Importantly, they are up to 10 times less active against the highly similar DNA polymerase β. We investigated basic structure activity relationships. Furthermore, the rhodanines showed pharmacological activity in two human cancer cell lines. So the here reported small molecules could serve as useful DNA Pol λ probes and might serve as starting point to develop novel therapeutic agents.
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Affiliation(s)
- Tobias Strittmatter
- Departments of Chemistry and Biology, Konstanz Research School Chemical Biology, University of Konstanz, Universitätsstr. 10, 78457 Konstanz, Germany
| | - Bettina Bareth
- Departments of Chemistry and Biology, Konstanz Research School Chemical Biology, University of Konstanz, Universitätsstr. 10, 78457 Konstanz, Germany
| | - Timo A. Immel
- Departments of Chemistry and Biology, Konstanz Research School Chemical Biology, University of Konstanz, Universitätsstr. 10, 78457 Konstanz, Germany
| | - Thomas Huhn
- Departments of Chemistry and Biology, Konstanz Research School Chemical Biology, University of Konstanz, Universitätsstr. 10, 78457 Konstanz, Germany
| | - Thomas U. Mayer
- Departments of Chemistry and Biology, Konstanz Research School Chemical Biology, University of Konstanz, Universitätsstr. 10, 78457 Konstanz, Germany
| | - Andreas Marx
- Departments of Chemistry and Biology, Konstanz Research School Chemical Biology, University of Konstanz, Universitätsstr. 10, 78457 Konstanz, Germany
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27
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Affiliation(s)
- Ramon Kranaster
- Fachbereich Chemie, Universität Konstanz, 78457 Konstanz, Germany
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28
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Gieseking S, Bergen K, Di Pasquale F, Diederichs K, Welte W, Marx A. Human DNA polymerase beta mutations allowing efficient abasic site bypass. J Biol Chem 2010; 286:4011-20. [PMID: 21107011 DOI: 10.1074/jbc.m110.176826] [Citation(s) in RCA: 9] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/06/2022] Open
Abstract
The DNA of every cell in the human body gets damaged more than 50,000 times a day. The most frequent damages are abasic sites. This kind of damage blocks proceeding DNA synthesis by several DNA polymerases that are involved in DNA replication and repair. The mechanistic basis for the incapability of these DNA polymerases to bypass abasic sites is not clarified. To gain insights into the mechanistic basis, we intended to identify amino acid residues that govern for the pausing of DNA polymerase β when incorporating a nucleotide opposite to abasic sites. Human DNA polymerase β was chosen because it is a well characterized DNA polymerase and serves as model enzyme for studies of DNA polymerase mechanisms. Moreover, it acts as the main gap-filling enzyme in base excision repair, and human tumor studies suggest a link between DNA polymerase β and cancer. In this study we employed high throughput screening of a library of more than 11,000 human DNA polymerase β variants. We identified two mutants that have increased ability to incorporate a nucleotide opposite to an abasic site. We found that the substitutions E232K and T233I promote incorporation opposite the lesion. In addition to this feature, the variants have an increased activity and a lower fidelity when processing nondamaged DNA. The mutations described in this work are located in well characterized regions but have not been reported before. A crystallographic structure of one of the mutants was obtained, providing structural insights.
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Affiliation(s)
- Sonja Gieseking
- Department of Chemistry, Konstanz Research School Chemical Biology, University of Konstanz, 78464 Konstanz, Germany
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29
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Ramsay N, Jemth AS, Brown A, Crampton N, Dear P, Holliger P. CyDNA: synthesis and replication of highly Cy-dye substituted DNA by an evolved polymerase. J Am Chem Soc 2010; 132:5096-104. [PMID: 20235594 PMCID: PMC2850551 DOI: 10.1021/ja909180c] [Citation(s) in RCA: 87] [Impact Index Per Article: 6.2] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/03/2009] [Indexed: 11/28/2022]
Abstract
DNA not only transmits genetic information but can also serve as a versatile supramolecular scaffold. Here we describe a strategy for the synthesis and replication of DNA displaying hundreds of substituents using directed evolution of polymerase function by short-patch compartmentalized self-replication (spCSR) and the widely used fluorescent dye labeled deoxinucleotide triphosphates Cy3-dCTP and Cy5-dCTP as substrates. In just two rounds of spCSR selection, we have isolated a polymerase that allows the PCR amplification of double stranded DNA fragments up to 1kb, in which all dC bases are substituted by its fluorescent dye-labeled equivalent Cy3- or Cy5-dC. The resulting "CyDNA" displays hundreds of aromatic heterocycles on the outside of the DNA helix and is brightly colored and highly fluorescent. CyDNA also exhibits significantly altered physicochemical properties compared to standard B-form DNA, including loss of silica and intercalating dye binding, resistance to cleavage by some endonucleases, an up to 40% increased apparent diameter as judged by atomic force microscopy and organic phase partitioning during phenol extraction. CyDNA also displays very bright fluorescence enabling significant signal gains in microarray and microfluidic applications. CyDNA represents a step toward a long-term goal of the encoded synthesis of DNA-based polymers of programmable and evolvable sequence and properties.
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30
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Kranaster R, Drum M, Engel N, Weidmann M, Hufert FT, Marx A. One-step RNA pathogen detection with reverse transcriptase activity of a mutated thermostable Thermus aquaticus DNA polymerase. Biotechnol J 2010; 5:224-31. [DOI: 10.1002/biot.200900200] [Citation(s) in RCA: 22] [Impact Index Per Article: 1.6] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/09/2022]
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31
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Loakes D, Gallego J, Pinheiro VB, Kool ET, Holliger P. Evolving a polymerase for hydrophobic base analogues. J Am Chem Soc 2009; 131:14827-37. [PMID: 19778048 PMCID: PMC2762193 DOI: 10.1021/ja9039696] [Citation(s) in RCA: 65] [Impact Index Per Article: 4.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/29/2022]
Abstract
Hydrophobic base analogues (HBAs) have shown great promise for the expansion of the chemical and coding potential of nucleic acids but are generally poor polymerase substrates. While extensive synthetic efforts have yielded examples of HBAs with favorable substrate properties, their discovery has remained challenging. Here we describe a complementary strategy for improving HBA substrate properties by directed evolution of a dedicated polymerase using compartmentalized self-replication (CSR) with the archetypal HBA 5-nitroindole (d5NI) and its derivative 5-nitroindole-3-carboxamide (d5NIC) as selection substrates. Starting from a repertoire of chimeric polymerases generated by molecular breeding of DNA polymerase genes from the genus Thermus, we isolated a polymerase (5D4) with a generically enhanced ability to utilize HBAs. The selected polymerase. 5D4 was able to form and extend d5NI and d5NIC (d5NI(C)) self-pairs as well as d5NI(C) heteropairs with all four bases with efficiencies approaching, or exceeding, those of the cognate Watson-Crick pairs, despite significant distortions caused by the intercalation of the d5NI(C) heterocycles into the opposing strand base stack, as shown by nuclear magnetic resonance spectroscopy (NMR). Unlike Taq polymerase, 5D4 was also able to extend HBA pairs such as Pyrene: varphi (abasic site), d5NI: varphi, and isocarbostyril (ICS): 7-azaindole (7AI), allowed bypass of a chemically diverse spectrum of HBAs, and enabled PCR amplification with primers comprising multiple d5NI(C)-substitutions, while maintaining high levels of catalytic activity and fidelity. The selected polymerase 5D4 promises to expand the range of nucleobase analogues amenable to replication and should find numerous applications, including the synthesis and replication of nucleic acid polymers with expanded chemical and functional diversity.
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Affiliation(s)
- David Loakes
- MRC Laboratory of Molecular Biology, Hills Road, Cambridge CB2 0QH, UK
| | - José Gallego
- MRC Laboratory of Molecular Biology, Hills Road, Cambridge CB2 0QH, UK
| | - Vitor B. Pinheiro
- MRC Laboratory of Molecular Biology, Hills Road, Cambridge CB2 0QH, UK
| | - Eric T. Kool
- Stanford University, Department of Chemistry, Stanford, CA 94305, USA
| | - Philipp Holliger
- MRC Laboratory of Molecular Biology, Hills Road, Cambridge CB2 0QH, UK
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32
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Dorjsuren D, Wilson DM, Beard WA, McDonald JP, Austin CP, Woodgate R, Wilson SH, Simeonov A. A real-time fluorescence method for enzymatic characterization of specialized human DNA polymerases. Nucleic Acids Res 2009; 37:e128. [PMID: 19684079 PMCID: PMC2770649 DOI: 10.1093/nar/gkp641] [Citation(s) in RCA: 44] [Impact Index Per Article: 2.9] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/16/2023] Open
Abstract
Specialized DNA polymerases are involved in DNA synthesis during base-excision repair and translesion synthesis across a wide range of chemically modified DNA templates. Notable features of these enzymes include low catalytic efficiency, low processivity and low fidelity. Traditionally, in vitro studies of these enzymes have utilized radiolabeled substrates and gel electrophoretic separation of products. We have developed a simple homogeneous fluorescence-based method to study the enzymology of specialized DNA polymerases in real time. The method is based on fluorescent reporter strand displacement from a tripartite substrate containing a quencher-labeled template strand, an unlabeled primer and a fluorophore-labeled reporter. With this method, we could follow the activity of human DNA polymerases β, η, ι and κ under different reaction conditions, and we investigated incorporation of the aberrant nucleotide, 8-oxodGTP, as well as bypass of an abasic site or 8-oxoG DNA template lesion in different configurations. Lastly, we demonstrate that the method can be used for small molecule inhibitor discovery and characterization in highly miniaturized settings, and we report the first nanomolar inhibitors of Y-family DNA polymerases ι and η. The fluorogenic method presented here should facilitate mechanistic and inhibitor investigations of these polymerases and is also applicable to the study of highly processive replicative polymerases.
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Affiliation(s)
- Dorjbal Dorjsuren
- NIH Chemical Genomics Center, National Human Genome Research Institute, National Institutes of Health, Bethesda, MD 20892-3370, USA
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33
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Loakes D, Holliger P. Polymerase engineering: towards the encoded synthesis of unnatural biopolymers. Chem Commun (Camb) 2009:4619-31. [PMID: 19641798 DOI: 10.1039/b903307f] [Citation(s) in RCA: 68] [Impact Index Per Article: 4.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/28/2023]
Abstract
DNA is not only a repository of genetic information for life, it is also a unique polymer with remarkable properties: it associates according to well-defined rules, it can be assembled into diverse nanostructures of defined geometry, it can be evolved to bind ligands and catalyse chemical reactions and it can serve as a supramolecular scaffold to arrange chemical groups in space. However, its chemical makeup is rather uniform and the physicochemical properties of the four canonical bases only span a narrow range. Much wider chemical diversity is accessible through solid-phase synthesis but oligomers are limited to <100 nucleotides and variations in chemistry can usually not be replicated and thus are not amenable to evolution. Recent advances in nucleic acid chemistry and polymerase engineering promise to bring the synthesis, replication and ultimately evolution of nucleic acid polymers with greatly expanded chemical diversity within our reach.
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Affiliation(s)
- David Loakes
- Medical Research Council, Laboratory of Molecular Biology, Hills Road, Cambridge, Cambridgeshire, UKCB2 0QH
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34
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Fingerabdrücke von DNA-Polymerasen: mehrfache simultane Enzym-Charakterisierung auf DNA-Arrays. Angew Chem Int Ed Engl 2009. [DOI: 10.1002/ange.200900953] [Citation(s) in RCA: 6] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/07/2022]
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35
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Taking Fingerprints of DNA Polymerases: Multiplex Enzyme Profiling on DNA Arrays. Angew Chem Int Ed Engl 2009; 48:4625-8. [DOI: 10.1002/anie.200900953] [Citation(s) in RCA: 14] [Impact Index Per Article: 0.9] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/07/2022]
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36
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Exner TE. Insights into the high fidelity of a DNA polymerase I mutant. J Mol Model 2009; 15:1271-80. [PMID: 19333629 DOI: 10.1007/s00894-009-0491-4] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/08/2008] [Accepted: 03/12/2009] [Indexed: 10/21/2022]
Abstract
Mutants of DNA polymerase I from Thermus aquaticus (Taq) with higher fidelity compared to the wild type enzyme were identified in an earlier study by Summerer et al. (Angew Chem Int Ed 44:4712-4715, 2005). Here, one of these mutants, PLQ (consensus residues 879-881), was analysed using molecular dynamics simulations. This was done by calculating the structures of the ternary complex comprising the enzyme, the DNA primer and template as well as the incoming nucleotide before the chemical reaction for the Watson-Crick and different mismatched base pairings. The results show that the high fidelity of the mutant can be explained partly by different specific interactions between the amino acids of the enzyme and the DNA primer end as well as, in some mismatches, a displacement of the primer relative to the incoming deoxyribonucleoside triphosphate and the catalytic magnesium ion. This displacement is facilitated by reduced steric interactions between the enzyme and the DNA.
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Affiliation(s)
- Thomas E Exner
- Department of Chemistry and Zukunftskolleg, University of Konstanz, Germany.
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37
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Peng T, He H, Hagihara M, Nakatani K. DNA Labeling by Ligand Inducible Secondary Structure. Chembiochem 2008; 9:1893-7. [DOI: 10.1002/cbic.200800254] [Citation(s) in RCA: 8] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/08/2022]
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38
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Di Pasquale F, Fischer D, Grohmann D, Restle T, Geyer A, Marx A. Opposed steric constraints in human DNA polymerase beta and E. coli DNA polymerase I. J Am Chem Soc 2008; 130:10748-57. [PMID: 18627154 DOI: 10.1021/ja8028284] [Citation(s) in RCA: 16] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/28/2022]
Abstract
DNA polymerase selectivity is crucial for the survival of any living species, yet varies significantly among different DNA polymerases. Errors within DNA polymerase-catalyzed DNA synthesis result from the insertion of noncanonical nucleotides and extension of misaligned DNA substrates. The substrate binding characteristics among DNA polymerases are believed to vary in properties such as shape and tightness of the binding pocket, which might account for the observed differences in fidelity. Here, we employed 4'-alkylated nucleotides and primer strands bearing 4'-alkylated nucleotides at the 3'-terminal position as steric probes to investigate differential active site properties of human DNA polymerase beta (Pol beta) and the 3'-->5'-exonuclease-deficient Klenow fragment of E. coli DNA polymerase I (KF(exo-)). Transient kinetic measurements indicate that both enzymes vary significantly in active site tightness at both positions. While small 4'-methyl and -ethyl modifications of the nucleoside triphosphate perturb Pol beta catalysis, extension of modified primer strands is only marginally affected. Just the opposite was observed for KF(exo-). Here, incorporation of the modified nucleotides is only slightly reduced, whereas size augmentation of the 3'-terminal nucleotide in the primer reduces the catalytic efficiency by more than 7000- and 260,000-fold, respectively. NMR studies support the notion that the observed effects derive from enzyme substrate interactions rather than inherent properties of the modified substrates. These findings are consistent with the observed differential capability of the investigated DNA polymerases in fidelity such as processing misaligned DNA substrates. The results presented provide direct evidence for the involvement of varied steric effects among different DNA polymerases on their fidelity.
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Affiliation(s)
- Francesca Di Pasquale
- Fachbereich Chemie, Universität Konstanz, Universitätsstrasse 10, D-78457 Konstanz, Germany
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39
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Kranaster R, Ketzer P, Marx A. Mutant DNA polymerase for improved detection of single-nucleotide variations in microarrayed primer extension. Chembiochem 2008; 9:694-7. [PMID: 18247447 DOI: 10.1002/cbic.200700609] [Citation(s) in RCA: 12] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/08/2022]
Affiliation(s)
- Ramon Kranaster
- Fachbereich Chemie, Universität Konstanz, Universitätsstrasse 10, 78457 Konstanz, Germany
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40
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Hou X, Liu B, Deng X, Zhang B, Chen H, Luo R. Covalent immobilization of glucose oxidase onto poly(styrene-co-glycidyl methacrylate) monodisperse fluorescent microspheres synthesized by dispersion polymerization. Anal Biochem 2007; 368:100-10. [PMID: 17562322 DOI: 10.1016/j.ab.2007.04.034] [Citation(s) in RCA: 39] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/08/2007] [Revised: 04/20/2007] [Accepted: 04/23/2007] [Indexed: 11/23/2022]
Abstract
In this study, micron-sized poly(styrene-co-glycidyl methacrylate) (PSt-GMA) fluorescent microspheres of 5.1microm in diameter were synthesized via dispersion polymerization of styrene and glycidyl methacrylate in the presence of 1,4-bis(5-phenyloxazol-2-yl) benzene (POPOP), which provided surface functional groups for covalent immobilization of enzymes. In an effort to study the biocompatibility of the microspheres' surface, glucose oxidase and beta-d-(+)-glucose were selected as a catalytic system for enzymatic assays. A colorimetric method was adopted in evaluating enzymatic activity by introducing horseradish peroxidase (HRP). Both the immobilization amount and the apparent activity of immobilized glucose oxidase from Aspergillus niger (GOD) were determined at different conditions. The results show that the immobilized enzymes retained approximately 28 to 34% activity, as compared with free enzymes, without pronounced alteration of the optimum pH and temperature. Kinetics studies show that the corresponding values of K(m) and V(max) are 23.2944 mM and 21.6450M/min.mg GOD for free enzymes and 35.1780 mM and 15.4799M/min.mg GOD for immobilized enzymes. The operational stability studies show that immobilized GOD could retain nearly 50% initial activity after being washed 20 times. The results suggest that the resultant PSt-GMA fluorescent microspheres provide a suitable surface for covalent immobilizing biomolecules; therefore, they have the potential of being used in fluorescence-based immunoassays in high-throughput screening or biosensors.
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Affiliation(s)
- Xiaohui Hou
- Chengdu Institute of Organic Chemistry, Chinese Academy of Sciences, Chengdu 610041, People's Republic of China
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41
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Gloeckner C, Sauter KBM, Marx A. Evolving a thermostable DNA polymerase that amplifies from highly damaged templates. Angew Chem Int Ed Engl 2007; 46:3115-7. [PMID: 17366498 DOI: 10.1002/anie.200603987] [Citation(s) in RCA: 45] [Impact Index Per Article: 2.6] [Reference Citation Analysis] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/31/2022]
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42
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Vichier-Guerre S, Ferris S, Auberger N, Mahiddine K, Jestin JL. A population of thermostable reverse transcriptases evolved from Thermus aquaticus DNA polymerase I by phage display. Angew Chem Int Ed Engl 2007; 45:6133-7. [PMID: 16838276 DOI: 10.1002/anie.200601217] [Citation(s) in RCA: 35] [Impact Index Per Article: 2.1] [Reference Citation Analysis] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/11/2022]
Affiliation(s)
- Sophie Vichier-Guerre
- Unité de Chimie Organique URA 2128 CNRS, Département de Biologie Structurale et Chimie, Institut Pasteur, 28 rue du Dr. Roux, 75724 Paris 15, France
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43
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Strerath M, Gloeckner C, Liu D, Schnur A, Marx A. Directed DNA polymerase evolution: effects of mutations in motif C on the mismatch-extension selectivity of thermus aquaticus DNA polymerase. Chembiochem 2007; 8:395-401. [PMID: 17279590 DOI: 10.1002/cbic.200600337] [Citation(s) in RCA: 25] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/07/2022]
Abstract
The selectivity of DNA polymerases for processing the canonical nucleotide and DNA substrate in favor of the noncanonical ones is the key to the integrity of the genome of every living species and to many biotechnological applications. The inborn ability of most DNA polymerases to abort efficient extension of mismatched DNA substrates adds to the overall DNA polymerase selectivity. DNA polymerases have been grouped into families according to their sequence. Within family A DNA polymerases, six motifs that come into contact with the substrates and form the active site have been discovered to be evolutionary highly conserved. Here we present results obtained from amino acid randomization within one motif, motif C, of thermostable Thermus aquaticus DNA polymerase. We have identified several distinct mutation patterns that increase the selectivity of mismatch extension. These results might lead to direct applications such as allele-specific PCR, as demonstrated by real-time PCR experiments and add to our understanding of DNA polymerase selectivity.
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Affiliation(s)
- Michael Strerath
- Fachbereich Chemie, Universität Konstanz, Universitätsstrasse 10, 78457 Konstanz, Germany
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44
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Gloeckner C, Sauter K, Marx A. Gerichtete Evolution einer thermostabilen DNA-Polymerase zur Amplifikation ausgehend von stark geschädigten Templaten. Angew Chem Int Ed Engl 2007. [DOI: 10.1002/ange.200603987] [Citation(s) in RCA: 15] [Impact Index Per Article: 0.9] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/07/2022]
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45
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Matsuda S, Leconte AM, Romesberg FE. Minor groove hydrogen bonds and the replication of unnatural base pairs. J Am Chem Soc 2007; 129:5551-7. [PMID: 17411040 PMCID: PMC2527036 DOI: 10.1021/ja068282b] [Citation(s) in RCA: 57] [Impact Index Per Article: 3.4] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/31/2022]
Abstract
As part of an effort to expand the genetic alphabet, we examined the synthesis of DNA with six different unnatural nucleotides bearing methoxy-derivatized nucleobase analogues. Different nucleobase substitution patterns were used to systematically alter the nucleobase electronics, sterics, and hydrogen-bonding potential. We determined the ability of the Klenow fragment of E. coli DNA polymerase I to synthesize and extend the different unnatural base pairs and mispairs under steady-state conditions. Unlike other hydrogen-bond acceptors examined in the past, the methoxy groups do not facilitate mispairing, implying that they are not recognized by any of the hydrogen-bond donors of the natural nucleobases; however, they do facilitate replication. The more efficient replication results largely from an increase in the rate of extension of primers terminating at the unnatural base pair and, interestingly, requires that the methoxy group be at the ortho position where it is positioned in the developing minor groove and can form a functionally important hydrogen bond with the polymerase. Thus, ortho methoxy groups should be generally useful for the effort to expand the genetic alphabet.
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46
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Loh E, Choe J, Loeb LA. Highly Tolerated Amino Acid Substitutions Increase the Fidelity of Escherichia coli DNA Polymerase I. J Biol Chem 2007; 282:12201-9. [PMID: 17301051 DOI: 10.1074/jbc.m611294200] [Citation(s) in RCA: 42] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/06/2022] Open
Abstract
Fidelity of DNA synthesis, catalyzed by DNA polymerases, is critical for the maintenance of the integrity of the genome. Mutant polymerases with elevated accuracy (antimutators) have been observed, but these mainly involve increased exonuclease proofreading or large decreases in polymerase activity. We have determined the tolerance of DNA polymerase for amino acid substitutions in the active site and in different segments of E. coli DNA polymerase I and have determined the effects of these substitutions on the fidelity of DNA synthesis. We established a DNA polymerase I mutant library, with random substitutions throughout the polymerase domain. This random library was first selected for activity. The essentiality of DNA polymerases and their sequence and structural conservation suggests that few amino acid substitutions would be tolerated. However, we report that two-thirds of single base substitutions were tolerated without loss of activity, and plasticity often occurs at evolutionarily conserved regions. We screened 408 members of the active library for alterations in fidelity of DNA synthesis in Escherichia coli expressing the mutant polymerases and carrying a second plasmid containing a beta-lactamase reporter. Mutation frequencies varied from 1/1000- to 1000-fold greater compared with wild type. Mutations that produced an antimutator phenotype were distributed throughout the polymerase domain, with 12% clustered in the M-helix. We confirmed that a single mutation in this segment results in increased base discrimination. Thus, this work identifies the M-helix as a determinant of fidelity and suggests that polymerases can tolerate many substitutions that alter fidelity without incurring major changes in activity.
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Affiliation(s)
- Ern Loh
- Joseph Gottstein Memorial Cancer Research Laboratory, Department of Pathology, University of Washington, Seattle, Washington 98195, USA
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Rudinger NZ, Kranaster R, Marx A. Hydrophobic Amino Acid and Single-Atom Substitutions Increase DNA Polymerase Selectivity. ACTA ACUST UNITED AC 2007; 14:185-94. [PMID: 17317572 DOI: 10.1016/j.chembiol.2006.11.016] [Citation(s) in RCA: 19] [Impact Index Per Article: 1.1] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/17/2006] [Revised: 11/28/2006] [Accepted: 11/30/2006] [Indexed: 11/27/2022]
Abstract
DNA polymerase fidelity is of immense biological importance due to the fundamental requirement for accurate DNA synthesis in both replicative and repair processes. Subtle hydrogen-bonding networks between DNA polymerases and their primer/template substrates are believed to have impact on DNA polymerase selectivity. We show that deleting defined interactions of that kind by rationally designed hydrophobic substitution mutations can result in a more selective enzyme. Furthermore, a single-atom replacement within the DNA substrate through chemical modification, which leads to an altered acceptor potential and steric demand of the DNA substrate, further increased the selectivity of the developed systems. Accordingly, this study about the impact of hydrophobic alterations on DNA polymerase selectivity--enzyme and substrate wise--further highlights the relevance of shape complementary and polar interactions on DNA polymerase selectivity.
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Affiliation(s)
- Nicolas Z Rudinger
- Department of Chemistry, University of Konstanz, Universitätsstrasse 10, 78457 Konstanz, Germany
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48
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Sauter KBM, Marx A. Evolving thermostable reverse transcriptase activity in a DNA polymerase scaffold. Angew Chem Int Ed Engl 2007; 45:7633-5. [PMID: 17054304 DOI: 10.1002/anie.200602772] [Citation(s) in RCA: 49] [Impact Index Per Article: 2.9] [Reference Citation Analysis] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/11/2022]
Affiliation(s)
- Katharina B M Sauter
- Fachbereich Chemie, Universität Konstanz, Universitätsstrasse 10, M 726, 78457 Konstanz, Germany
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49
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Sauter KBM, Marx A. Generierung einer thermostabilen Reverse-Transkriptase-Aktivität aus einer DNA-abhängigen DNA-Polymerase. Angew Chem Int Ed Engl 2006. [DOI: 10.1002/ange.200602772] [Citation(s) in RCA: 13] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/06/2023]
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50
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Vichier-Guerre S, Ferris S, Auberger N, Mahiddine K, Jestin JL. A Population of Thermostable Reverse Transcriptases Evolved fromThermus aquaticus DNA Polymerase I by Phage Display. Angew Chem Int Ed Engl 2006. [DOI: 10.1002/ange.200601217] [Citation(s) in RCA: 9] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/09/2022]
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