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Shrivastava M, Kouyoumdjian GS, Kirbizakis E, Ruiz D, Henry M, Vincent AT, Sellam A, Whiteway M. The Adr1 transcription factor directs regulation of the ergosterol pathway and azole resistance in Candida albicans. mBio 2023; 14:e0180723. [PMID: 37791798 PMCID: PMC10653825 DOI: 10.1128/mbio.01807-23] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/04/2023] [Accepted: 08/07/2023] [Indexed: 10/05/2023] Open
Abstract
IMPORTANCE Research often relies on well-studied orthologs within related species, with researchers using a well-studied gene or protein to allow prediction of the function of the ortholog. In the opportunistic pathogen Candida albicans, orthologs are usually compared with Saccharomyces cerevisiae, and this approach has been very fruitful. Many transcription factors (TFs) do similar jobs in the two species, but many do not, and typically changes in function are driven not by modifications in the structures of the TFs themselves but in the connections between the transcription factors and their regulated genes. This strategy of changing TF function has been termed transcription factor rewiring. In this study, we specifically looked for rewired transcription factors, or Candida-specific TFs, that might play a role in drug resistance. We investigated 30 transcription factors that were potentially rewired or were specific to the Candida clade. We found that the Adr1 transcription factor conferred resistance to drugs like fluconazole, amphotericin B, and terbinafine when activated. Adr1 is known for fatty acid and glycerol utilization in Saccharomyces, but our study reveals that it has been rewired and is connected to ergosterol biosynthesis in Candida albicans.
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Affiliation(s)
- Manjari Shrivastava
- Department of Biology, Concordia University, Montréal, Quebec, Canada
- Center for research, Montreal Heart Institute, Montréal, Quebec, Canada
- Department of Microbiology, Infectiology and Immunology, Faculty of Medicine, Université de Montréal, Montréal, Quebec, Canada
| | | | | | - Daniel Ruiz
- Department of Biology, Concordia University, Montréal, Quebec, Canada
| | - Manon Henry
- Center for research, Montreal Heart Institute, Montréal, Quebec, Canada
- Department of Microbiology, Infectiology and Immunology, Faculty of Medicine, Université de Montréal, Montréal, Quebec, Canada
| | - Antony T. Vincent
- Department of Animal Sciences, Université Laval, Quebec City, Canada
| | - Adnane Sellam
- Center for research, Montreal Heart Institute, Montréal, Quebec, Canada
- Department of Microbiology, Infectiology and Immunology, Faculty of Medicine, Université de Montréal, Montréal, Quebec, Canada
| | - Malcolm Whiteway
- Department of Biology, Concordia University, Montréal, Quebec, Canada
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2
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Su Y, Liu L, Deng Q, Lü Z, Wang Z, He Z, Wang T. Epigenetic architecture of Pseudotaxus chienii: Revealing the synergistic effects of climate and soil variables. Ecol Evol 2023; 13:e10511. [PMID: 37701023 PMCID: PMC10493196 DOI: 10.1002/ece3.10511] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/06/2022] [Revised: 07/27/2023] [Accepted: 08/07/2023] [Indexed: 09/14/2023] Open
Abstract
Whether conifers can withstand environmental changes especially temperature fluctuations has been controversial. Epigenetic analysis may provide new perspectives for solving the issue. Pseudotaxus chienii is an endangered gymnosperm species endemic to China. In this study, we have examined the genetic and epigenetic variations in its natural populations aiming to disentangle the synergistic effects of climate and soil on its population (epi)genetic differentiation by using amplified fragment length polymorphism (AFLP) and methylation-sensitive AFLP (MSAP) techniques. We identified 23 AFLP and 26, 7, and 5 MSAP outliers in P. chienii. Twenty-one of the putative adaptive AFLP loci were found associated with climate and/or soil variables including precipitation, temperature, K, Fe, Zn, and Cu, whereas 21, 7, and 4 MSAP outliers were significantly related to precipitation of wettest month (Bio13), precipitation driest of month (Bio14), percent tree cover (PTC), and soil Fe, Mn, and Cu compositions. Total precipitation and precipitation in the driest seasons were the most influential factors for genetic and epigenetic variation, respectively. In addition, a high full-methylation level and a strong correlation between genetic and epigenetic variation were detected in P. chienii. Climate is found of greater importance than soil in shaping adaptive (epi)genetic differentiation, and the synergistic effects of climate and climate-soil variables were also observed. The identified climate and soil variables should be considered when applying ex situ conservation.
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Affiliation(s)
- Yingjuan Su
- School of Life SciencesSun Yat‐sen UniversityGuangzhouChina
- Research Institute of Sun Yat‐sen University in ShenzhenShenzhenChina
| | - Li Liu
- School of Life SciencesSun Yat‐sen UniversityGuangzhouChina
| | - Qi Deng
- School of Life SciencesSun Yat‐sen UniversityGuangzhouChina
- School of MedicineGuangxi University of Science and TechnologyLiuzhouChina
| | - Zhuyan Lü
- School of Life SciencesSun Yat‐sen UniversityGuangzhouChina
| | - Zhen Wang
- School of Life SciencesSun Yat‐sen UniversityGuangzhouChina
| | - Ziqing He
- School of Life SciencesSun Yat‐sen UniversityGuangzhouChina
| | - Ting Wang
- Research Institute of Sun Yat‐sen University in ShenzhenShenzhenChina
- College of Life SciencesSouth China Agricultural UniversityGuangzhouChina
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3
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Perspectives for epigenetic editing in crops. Transgenic Res 2021; 30:381-400. [PMID: 33891288 DOI: 10.1007/s11248-021-00252-z] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [Abstract] [Key Words] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/30/2020] [Accepted: 03/29/2021] [Indexed: 01/10/2023]
Abstract
Site-specific nucleases (SSNs) have drawn much attention in plant biotechnology due to their ability to drive precision mutagenesis, gene targeting or allele replacement. However, when devoid of its nuclease activity, the underlying DNA-binding activity of SSNs can be used to bring other protein functional domains close to specific genomic sites, thus expanding further the range of applications of the technology. In particular, the addition of functional domains encoding epigenetic effectors and chromatin modifiers to the CRISPR/Cas ribonucleoprotein complex opens the possibility to introduce targeted epigenomic modifications in plants in an easily programmable manner. Here we examine some of the most important agronomic traits known to be controlled epigenetically and review the best studied epigenetic catalytic effectors in plants, such as DNA methylases/demethylases or histone acetylases/deacetylases and their associated marks. We also review the most efficient strategies developed to date to functionalize Cas proteins with both catalytic and non-catalytic epigenetic effectors, and the ability of these domains to influence the expression of endogenous genes in a regulatable manner. Based on these new technical developments, we discuss the possibilities offered by epigenetic editing tools in plant biotechnology and their implications in crop breeding.
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4
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Liu W, Stewart CN. Plant synthetic promoters and transcription factors. Curr Opin Biotechnol 2016; 37:36-44. [DOI: 10.1016/j.copbio.2015.10.001] [Citation(s) in RCA: 59] [Impact Index Per Article: 7.4] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/21/2015] [Accepted: 10/06/2015] [Indexed: 10/22/2022]
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5
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Gersbach CA, Gaj T, Barbas CF. Synthetic zinc finger proteins: the advent of targeted gene regulation and genome modification technologies. Acc Chem Res 2014; 47:2309-18. [PMID: 24877793 PMCID: PMC4139171 DOI: 10.1021/ar500039w] [Citation(s) in RCA: 90] [Impact Index Per Article: 9.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/18/2022]
Abstract
![]()
The understanding
of gene regulation and the structure and function
of the human genome increased dramatically at the end of the 20th
century. Yet the technologies for manipulating the genome have been
slower to develop. For instance, the field of gene therapy has been
focused on correcting genetic diseases and augmenting tissue repair
for more than 40 years. However, with the exception of a few very
low efficiency approaches, conventional genetic engineering methods
have only been able to add auxiliary genes to cells. This has been
a substantial obstacle to the clinical success of gene therapies and
has also led to severe unintended consequences in several cases. Therefore,
technologies that facilitate the precise modification of cellular
genomes have diverse and significant implications in many facets of
research and are essential for translating the products of the Genomic
Revolution into tangible benefits for medicine and biotechnology.
To address this need, in the 1990s, we embarked on a mission to develop
technologies for engineering protein–DNA interactions with
the aim of creating custom tools capable of targeting any DNA sequence.
Our goal has been to allow researchers to reach into genomes to specifically
regulate, knock out, or replace any gene. To realize these goals,
we initially focused on understanding and manipulating zinc finger
proteins. In particular, we sought to create a simple and straightforward
method that enables unspecialized laboratories to engineer custom
DNA-modifying proteins using only defined modular components, a web-based
utility, and standard recombinant DNA technology. Two significant
challenges we faced were (i) the development of zinc finger domains
that target sequences not recognized by naturally occurring zinc finger
proteins and (ii) determining how individual zinc finger domains could
be tethered together as polydactyl proteins to recognize unique locations
within complex genomes. We and others have since used this modular
assembly method to engineer artificial proteins and enzymes that activate,
repress, or create defined changes to user-specified genes in human
cells, plants, and other organisms. We have also engineered novel
methods for externally controlling protein activity and delivery,
as well as developed new strategies for the directed evolution of
protein and enzyme function. This Account summarizes our work in these
areas and highlights independent studies that have successfully used
the modular assembly approach to create proteins with novel function.
We also discuss emerging alternative methods for genomic targeting,
including transcription activator-like effectors (TALEs) and CRISPR/Cas
systems, and how they complement the synthetic zinc finger protein
technology.
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Affiliation(s)
- Charles A. Gersbach
- Department
of Biomedical Engineering, Duke University, Durham, North Carolina 27708, United States
| | - Thomas Gaj
- The
Skaggs Institute for Chemical Biology and the Departments of Chemistry
and Cell and Molecular Biology, The Scripps Research Institute, La Jolla, California 92037, United States
| | - Carlos F. Barbas
- The
Skaggs Institute for Chemical Biology and the Departments of Chemistry
and Cell and Molecular Biology, The Scripps Research Institute, La Jolla, California 92037, United States
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6
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Petolino JF, Davies JP. Designed transcriptional regulators for trait development. PLANT SCIENCE : AN INTERNATIONAL JOURNAL OF EXPERIMENTAL PLANT BIOLOGY 2013; 201-202:128-36. [PMID: 23352411 DOI: 10.1016/j.plantsci.2012.12.006] [Citation(s) in RCA: 17] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 10/06/2012] [Revised: 12/05/2012] [Accepted: 12/07/2012] [Indexed: 05/21/2023]
Abstract
Development is largely controlled by proteins that regulate gene expression at the level of transcription. These regulatory proteins, the genes that control them, and the genes that they control, are organized in a hierarchical structure of complex interactions. Altering the expression of genes encoding regulatory proteins controlling critical nodes in this hierarchy has potential for dramatic phenotypic modification. Constitutive over-expression of genes encoding regulatory proteins in transgenic plants has resulted in agronomically interesting phenotypes along with developmental abnormalities. For trait development, the magnitude and timing of expression of genes encoding key regulatory proteins will need to be precisely controlled and targeted to specific cells and tissues at certain developmental timepoints. Such control is made possible by designed transcriptional regulators which are fusions of engineered DNA binding proteins and activator or repressor domains. Expression of genes encoding such designed transcriptional regulators enable the selective modulation of endogenous gene expression. Genes encoding proteins controlling regulatory networks are prime targets for up- or down-regulation via such designed transcriptional regulators.
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MESH Headings
- Adaptation, Physiological
- Crops, Agricultural/genetics
- Crops, Agricultural/metabolism
- Crops, Agricultural/physiology
- DNA, Plant/genetics
- DNA, Plant/metabolism
- DNA-Binding Proteins/genetics
- DNA-Binding Proteins/metabolism
- Droughts
- Gene Expression Regulation, Plant
- Genes, Plant
- Plants, Genetically Modified/genetics
- Plants, Genetically Modified/metabolism
- Plants, Genetically Modified/physiology
- Protein Interaction Mapping
- Protein Structure, Tertiary
- Regulatory Elements, Transcriptional
- Regulatory Sequences, Nucleic Acid
- Temperature
- Transcription Factors/genetics
- Transcription Factors/metabolism
- Transcriptional Activation
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7
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Gupta M, DeKelver RC, Palta A, Clifford C, Gopalan S, Miller JC, Novak S, Desloover D, Gachotte D, Connell J, Flook J, Patterson T, Robbins K, Rebar EJ, Gregory PD, Urnov FD, Petolino JF. Transcriptional activation of Brassica napus β-ketoacyl-ACP synthase II with an engineered zinc finger protein transcription factor. PLANT BIOTECHNOLOGY JOURNAL 2012; 10:783-791. [PMID: 22520333 DOI: 10.1111/j.1467-7652.2012.00695.x] [Citation(s) in RCA: 28] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 05/28/2023]
Abstract
Targeted gene regulation via designed transcription factors has great potential for precise phenotypic modification and acceleration of novel crop trait development. Canola seed oil composition is dictated largely by the expression of genes encoding enzymes in the fatty acid biosynthetic pathway. In the present study, zinc finger proteins (ZFPs) were designed to bind DNA sequences common to two canola β-ketoacyl-ACP Synthase II (KASII) genes downstream of their transcription start site. Transcriptional activators (ZFP-TFs) were constructed by fusing these ZFP DNA-binding domains to the VP16 transcriptional activation domain. Following transformation using Agrobacterium, transgenic events expressing ZFP-TFs were generated and shown to have elevated KASII transcript levels in the leaves of transgenic T(0) plants when compared to 'selectable marker only' controls as well as of T(1) progeny plants when compared to null segregants. In addition, leaves of ZFP-TF-expressing T(1) plants contained statistically significant decreases in palmitic acid (consistent with increased KASII activity) and increased total C18. Similarly, T(2) seed displayed statistically significant decreases in palmitic acid, increased total C18 and reduced total saturated fatty acid contents. These results demonstrate that designed ZFP-TFs can be used to regulate the expression of endogenous genes to elicit specific phenotypic modifications of agronomically relevant traits in a crop species.
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8
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Mehrotra R, Gupta G, Sethi R, Bhalothia P, Kumar N, Mehrotra S. Designer promoter: an artwork of cis engineering. PLANT MOLECULAR BIOLOGY 2011; 75:527-36. [PMID: 21327513 DOI: 10.1007/s11103-011-9755-3] [Citation(s) in RCA: 34] [Impact Index Per Article: 2.6] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 01/22/2011] [Accepted: 02/02/2011] [Indexed: 05/20/2023]
Abstract
Advances in systematic computational biology and rapid elucidation of synergistic interplay between cis and trans factors governing transcriptional control have facilitated functional annotation of gene networks. The generation of data through deconstructive, reconstructive and database assisted promoter studies, and its integration to principles of synthetic engineering has started an era of designer promoters. Exploration of natural promoter architecture and the concept of cis engineering have not only enabled fine tuning of single or multiple transgene expression in response to perturbations in the chemical, physiological and environmental stimuli but also provided researchers with a unique answer to various problems in crop improvement in the form of bidirectional promoters.
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Affiliation(s)
- Rajesh Mehrotra
- Department of Biological Sciences, BITS, Pilani, Rajasthan, India.
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9
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Yanover C, Bradley P. Extensive protein and DNA backbone sampling improves structure-based specificity prediction for C2H2 zinc fingers. Nucleic Acids Res 2011; 39:4564-76. [PMID: 21343182 PMCID: PMC3113574 DOI: 10.1093/nar/gkr048] [Citation(s) in RCA: 34] [Impact Index Per Article: 2.6] [Reference Citation Analysis] [Abstract] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/29/2022] Open
Abstract
Sequence-specific DNA recognition by gene regulatory proteins is critical for proper cellular functioning. The ability to predict the DNA binding preferences of these regulatory proteins from their amino acid sequence would greatly aid in reconstruction of their regulatory interactions. Structural modeling provides one route to such predictions: by building accurate molecular models of regulatory proteins in complex with candidate binding sites, and estimating their relative binding affinities for these sites using a suitable potential function, it should be possible to construct DNA binding profiles. Here, we present a novel molecular modeling protocol for protein-DNA interfaces that borrows conformational sampling techniques from de novo protein structure prediction to generate a diverse ensemble of structural models from small fragments of related and unrelated protein-DNA complexes. The extensive conformational sampling is coupled with sequence space exploration so that binding preferences for the target protein can be inferred from the resulting optimized DNA sequences. We apply the algorithm to predict binding profiles for a benchmark set of eleven C2H2 zinc finger transcription factors, five of known and six of unknown structure. The predicted profiles are in good agreement with experimental binding data; furthermore, examination of the modeled structures gives insight into observed binding preferences.
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Affiliation(s)
- Chen Yanover
- Program in Computational Biology, Fred Hutchinson Cancer Research Center, Seattle, WA 98109-1024, USA
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10
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Abstract
Plant genetic engineering has become one of the most important molecular tools in the modern molecular breeding of crops. Over the last decade, significant progress has been made in the development of new and efficient transformation methods in plants. Despite a variety of available DNA delivery methods, Agrobacterium- and biolistic-mediated transformation remain the two predominantly employed approaches. In particular, progress in Agrobacterium-mediated transformation of cereals and other recalcitrant dicot species has been quite remarkable. In the meantime, other transgenic-enabling technologies have emerged, including generation of marker-free transgenics, gene targeting, and chromosomal engineering. Although transformation of some plant species or elite germplasm remains a challenge, further advancement in transformation technology is expected because the mechanisms of governing the regeneration and transformation processes are now better understood and are being creatively applied to designing improved transformation methods or to developing new enabling technologies.
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11
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Ordiz MI, Yang J, Barbazuk WB, Beachy RN. Functional analysis of the activation domain of RF2a, a rice transcription factor. PLANT BIOTECHNOLOGY JOURNAL 2010; 8:835-44. [PMID: 20408988 DOI: 10.1111/j.1467-7652.2010.00520.x] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 05/29/2023]
Abstract
Rice transcription factor RF2a binds to the BoxII cis element of the promoter of rice tungro bacilliform virus and activates promoter expression. The acidic acid-rich domain of RF2a is a transcription activator and has been partially characterized (Dai et al., 2003). The RF2a acidic domain (A; amino acids 49-116) was fused with the synthetic zinc finger ZF-TF 2C7 and was co-introduced with a reporter gene into transgenic Arabidopsis plants. Expression of the reporter gene was increased up to seven times by the effector. In transient assays in tobacco BY-2 protoplasts, we identified a subdomain comprising amino acids 56-84 (A5) that was equally as effective as an activator as the entire acidic domain. A chemically inducible system was used to show determined that A and A5 domains are equally as effective in transcription activation as the well-characterized VP16 activation domain. Bioinformatics analyses revealed that the A5 domain is present only in b-ZIP transcription factors. In dicots, the A domain contains an insertion of four amino acids that is not present in monocot proteins. The A5 domain, and similar domains in other b-ZIP transcription factors, is predicted to form an anti-parallel beta sheet structure.
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Affiliation(s)
- M Isabel Ordiz
- Donald Danforth Plant Science Center, St Louis, MO 63132, USA
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12
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Jantz D, Berg JM. Probing the DNA-binding affinity and specificity of designed zinc finger proteins. Biophys J 2010; 98:852-60. [PMID: 20197039 DOI: 10.1016/j.bpj.2009.11.021] [Citation(s) in RCA: 30] [Impact Index Per Article: 2.1] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/03/2009] [Revised: 10/30/2009] [Accepted: 11/02/2009] [Indexed: 11/17/2022] Open
Abstract
Engineered transcription factors and endonucleases based on designed Cys(2)His(2) zinc finger domains have proven to be effective tools for the directed regulation and modification of genes. The introduction of this technology into both research and clinical settings necessitates the development of rapid and accurate means of evaluating both the binding affinity and binding specificity of designed zinc finger domains. Using a fluorescence anisotropy-based DNA-binding assay, we examined the DNA-binding properties of two engineered zinc finger proteins that differ by a single amino acid. We demonstrate that the protein with the highest affinity for a particular DNA site need not be the protein that binds that site with the highest degree of specificity. Moreover, by comparing the binding characteristics of the two proteins at varying salt concentrations, we show that the ionic strength makes significant and variable contributions to both affinity and specificity. These results have significant implications for zinc finger design as they highlight the importance of considering affinity, specificity, and environmental requirements in designing a DNA-binding domain for a particular application.
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Affiliation(s)
- Derek Jantz
- Laboratory of Molecular Biology, National Institute of Diabetes and Digestive and Kidney Diseases, Bethesda, Maryland, USA
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13
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Ordiz MI, Magnenat L, Barbas CF, Beachy RN. Negative regulation of the RTBV promoter by designed zinc finger proteins. PLANT MOLECULAR BIOLOGY 2010; 72:621-630. [PMID: 20169401 DOI: 10.1007/s11103-010-9600-0] [Citation(s) in RCA: 5] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 09/02/2009] [Accepted: 01/08/2010] [Indexed: 05/28/2023]
Abstract
The symptoms of rice tungro disease are caused by infection by a DNA-containing virus, rice tungro bacilliform virus (RTBV). To reduce expression of the RTBV promoter, and to ultimately reduce virus replication, we tested three synthetic zinc finger protein transcription factors (ZF-TFs), each comprised of six finger domains, designed to bind to sequences between -58 and +50 of the promoter. Two of these ZF-TFs reduced expression from the promoter in transient assays and in transgenic Arabidopsis thaliana plants. One of the ZF-TFs had significant effects on plant regeneration, apparently as a consequence of binding to multiple sites in the A. thaliana genome. Expression from the RTBV promoter was reduced by approximately 45% in transient assays and was reduced by up to 80% in transgenic plants. Co-expression of two different ZF-TFs did not further reduce expression of the promoter. These experiments suggest that ZF-TFs may be used to reduce replication of RTBV and thereby offer a potential method for control of an important crop disease.
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Affiliation(s)
- M Isabel Ordiz
- Donald Danforth Plant Science Center, 975 N. Warson Road, St. Louis, MO 63132, USA
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14
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Pattanaik S, Werkman JR, Kong Q, Yuan L. Site-directed mutagenesis and saturation mutagenesis for the functional study of transcription factors involved in plant secondary metabolite biosynthesis. Methods Mol Biol 2010; 643:47-57. [PMID: 20552443 DOI: 10.1007/978-1-60761-723-5_4] [Citation(s) in RCA: 16] [Impact Index Per Article: 1.1] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/06/2023]
Abstract
Regulation of gene expression is largely coordinated by a complex network of interactions between transcription factors (TFs), co-factors, and their cognate cis-regulatory elements in the genome. TFs are multidomain proteins that arise evolutionarily through protein domain shuffling. The modular nature of TFs has led to the idea that specific modules of TFs can be re-designed to regulate desired gene(s) through protein engineering. Utilization of designer TFs for the control of metabolic pathways has emerged as an effective approach for metabolic engineering. We are interested in engineering the basic helix-loop-helix (bHLH, Myc-type) transcription factors. Using site-directed and saturation mutagenesis, in combination with efficient and high-throughput screening systems, we have identified and characterized several amino acid residues critical for higher transactivation activity of a Myc-like bHLH transcription factor involved in anthocyanin biosynthetic pathway in plants. Site-directed and saturation mutagenesis should be generally applicable to engineering of all TFs.
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Affiliation(s)
- Sitakanta Pattanaik
- Department of Plant and Soil Sciences, The Kentucky Tobacco Research and Development Center, University of Kentucky, Lexington, KY, USA
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15
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Maeder ML, Thibodeau-Beganny S, Sander JD, Voytas DF, Joung JK. Oligomerized pool engineering (OPEN): an 'open-source' protocol for making customized zinc-finger arrays. Nat Protoc 2009; 4:1471-501. [PMID: 19798082 PMCID: PMC2858690 DOI: 10.1038/nprot.2009.98] [Citation(s) in RCA: 160] [Impact Index Per Article: 10.7] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/11/2022]
Abstract
Engineered zinc-finger nucleases (ZFNs) form the basis of a broadly applicable method for targeted, efficient modification of eukaryotic genomes. In recent work, we described OPEN (oligomerized pool engineering), an 'open-source,' combinatorial selection-based method for engineering zinc-finger arrays that function well as ZFNs. We have also shown in direct comparisons that the OPEN method has a higher success rate than previously described 'modular-assembly' methods for engineering ZFNs. OPEN selections are carried out in Escherichia coli using a bacterial two-hybrid system and do not require specialized equipment. Here we provide a detailed protocol for carrying out OPEN to engineer zinc-finger arrays that have a high probability of functioning as ZFNs. Using OPEN, researchers can generate multiple, customized ZFNs in approximately 8 weeks.
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Affiliation(s)
- Morgan L. Maeder
- Molecular Pathology Unit, Center for Cancer Research, and Center for Computational and Integrative Biology, Massachusetts General Hospital, Charlestown, MA 02129, USA
- Biological and Biomedical Sciences Program, Harvard Medical School, Boston, MA 02115, USA
| | - Stacey Thibodeau-Beganny
- Molecular Pathology Unit, Center for Cancer Research, and Center for Computational and Integrative Biology, Massachusetts General Hospital, Charlestown, MA 02129, USA
| | - Jeffry D. Sander
- Department of Genetics, Development & Cell Biology, 1043 Roy J. Carver Co-Laboratory, Iowa State University, Ames, IA 50011, USA
| | - Daniel F. Voytas
- Department of Genetics, Development & Cell Biology, 1043 Roy J. Carver Co-Laboratory, Iowa State University, Ames, IA 50011, USA
- Department of Genetics, Cell Biology & Development and Center for Genome Engineering, 321 Church Street SE, University of Minnesota, Minneapolis, MN 55455, USA
| | - J. Keith Joung
- Molecular Pathology Unit, Center for Cancer Research, and Center for Computational and Integrative Biology, Massachusetts General Hospital, Charlestown, MA 02129, USA
- Biological and Biomedical Sciences Program, Harvard Medical School, Boston, MA 02115, USA
- Department of Pathology, Harvard Medical School, Boston, MA 02115, USA
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16
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Pattanaik S, Xie CH, Yuan L. The interaction domains of the plant Myc-like bHLH transcription factors can regulate the transactivation strength. PLANTA 2008; 227:707-15. [PMID: 18075757 DOI: 10.1007/s00425-007-0676-y] [Citation(s) in RCA: 14] [Impact Index Per Article: 0.9] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 10/26/2007] [Accepted: 12/01/2007] [Indexed: 05/03/2023]
Abstract
The N-terminal region of the plant Myc-like basic helix-loop-helix transcription factors (bHLH TFs) contains two domains. Approximately, 190 amino acids at the N-terminus comprise an interaction domain, a.k.a. Myb-interacting-region (MIR) for its primary function of interacting with Myb-like TFs. Following, the interaction domain is an activation (or acidic) domain responsible for transactivation. We have previously discovered that a lysine to methionine substitution (K157M) in the interaction domain of Myc-RP of Perilla frutescens leads to a 50-fold increase in transactivation activity. The result suggests that mutations in the interaction domain affect transactivation. The highly conserved nature of this lysine residue in many Myc-like bHLH TFs prompted us to explore the functional importance of this residue within the TF family and the influence of the interaction domain on the activation domain in transactivation. We found that the replacement of the equivalent lysine with methionine significantly affects the transactivation activities of two other Myc-RP homologues, Delila from snapdragon and Lc from maize. In addition to methionine, substitution with several other amino acids at this position has positive effects on transcriptional activity. A neighboring conserved alanine residue (A159 in Myc-RP, A161 in Delila and A172 in Lc) also affects transactivation. Substitution of this alanine residue to an aspartic acid abolished transactivation of both Myc-RP and Delila and severely reduced transactivation of Lc. Ectopic expression of a Myc-RP K157M mutant in transgenic tobacco resulted in increased anthocyanin accumulation compared to plants expressing the wild-type gene. Our study reveals the potential cooperation between functional domains of the bHLH TFs.
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Affiliation(s)
- Sitakanta Pattanaik
- Department of Plant and Soil Sciences and the Kentucky Tobacco Research and Development Center, Lexington, Cooper and University Drives, KY 40546, USA
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17
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Pattanaik S, Xie CH, Kong Q, Shen KA, Yuan L. Directed evolution of plant basic helix-loop-helix transcription factors for the improvement of transactivational properties. BIOCHIMICA ET BIOPHYSICA ACTA 2006; 1759:308-18. [PMID: 16837081 DOI: 10.1016/j.bbaexp.2006.04.009] [Citation(s) in RCA: 17] [Impact Index Per Article: 0.9] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 01/30/2006] [Revised: 04/09/2006] [Accepted: 04/21/2006] [Indexed: 11/18/2022]
Abstract
Myc-RP from Perilla frutescens and Delila from Antirrhinum majus, two plant basic helix-loop-helix transcription factors (bHLH TFs) involved in the flavonoid biosynthetic pathway, have been used for the improvement of transactivational properties by directed evolution. Through two rounds of DNA shuffling, Myc-RP variants with up to 70-fold increase in transcriptional activities have been identified using a yeast transactivation system. In a tobacco protoplast transient expression assay, one of the most improved variants, M2-1, also shows significant increase of transactivation. The majority of resulting mutations (approximately 53%) are localized in the acidic (activation) domains of the improved Myc-RP variants. In variant M2-1, three of the four mutations (L301P/N354D/S401F) are in the acidic domain. The fourth mutation (K157M) is localized to a helix within the N-terminal interaction domain. Combinatorial site-directed mutagenesis reveals that, while the acidic domain mutations contribute modestly to the increase in activity, the K157M substitution is responsible for 80% of the improvement observed in variant M2-1. The transactivation activity of the K157M/N354D double mutant is equal to that of M2-1. These results suggest that the interaction domain plays a critical role in transactivation of these bHLH TFs. Delila variants have also been screened for increased activities toward the Arabidopsis chalcone synthase (CHS) promoter, a pathway promoter that responds weakly to the bHLH TFs. Variants with increased activity on the CHS promoter, while maintaining wildtype-level activities on the naturally responsive dihydroflavonol reductase promoter, have been obtained. This study demonstrates that functional properties of TFs can be modified by directed evolution.
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Affiliation(s)
- Sitakanta Pattanaik
- Department of Plant and Soil Sciences, University of Kentucky, Cooper and University Drives, Lexington, KY 40546, USA
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18
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Chatterjee R, Yuan L. Directed evolution of metabolic pathways. Trends Biotechnol 2006; 24:28-38. [PMID: 16298446 DOI: 10.1016/j.tibtech.2005.11.002] [Citation(s) in RCA: 43] [Impact Index Per Article: 2.4] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/16/2005] [Revised: 09/08/2005] [Accepted: 11/07/2005] [Indexed: 10/25/2022]
Abstract
The modification of cellular metabolism is of biotechnological and commercial significance because naturally occurring metabolic pathways are the source of diverse compounds used in fields ranging from medicine to bioremediation. Directed evolution is the experimental improvement of biocatalysts or cellular properties through iterative genetic diversification and selection procedures. The creation of novel metabolic functions without disrupting the balanced intracellular pool of metabolites is the primary challenge of pathway manipulation. The introduction of coordinated changes across multiple genetic elements, in conjunction with functional selection, presents an integrated approach for the modification of metabolism with benign physiological consequences. Directed evolution formats take advantage of the dynamic structures of genomes and genomic sub-structures and their ability to evolve in multiple directions in response to external stimuli. The elucidation, design and application of genome-restructuring mechanisms are key elements in the directed evolution of cellular metabolic pathways.
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19
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Sánchez JP, Ullman C, Moore M, Choo Y, Chua NH. Regulation of Arabidopsis thaliana 4-coumarate:coenzyme-A ligase-1 expression by artificial zinc finger chimeras. PLANT BIOTECHNOLOGY JOURNAL 2006; 4:103-14. [PMID: 17177789 DOI: 10.1111/j.1467-7652.2005.00161.x] [Citation(s) in RCA: 14] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 05/13/2023]
Abstract
The use of artificial zinc finger chimeras to manipulate the expression of a gene of interest is a promising approach because zinc finger proteins can be engineered to bind any given DNA sequence in the genome. We have previously shown that a zinc finger chimera with a VP16 activation domain can activate a reporter gene in transgenic Arabidopsis thaliana (Sánchez, J.P., Ullman, C., Moore, M., Choo, Y. and Chua, N.H. (2002) Regulation of gene expression in Arabidopsis thaliana by artificial zinc finger chimeras. Plant Cell Physiol. 43, 1465-1472). Here, we report the use of artificial zinc finger chimeras to specifically regulate the 4-coumarate:coenzyme-A ligase-1 (At4CL1) gene in A. thaliana. At4CL1 is a key enzyme in lignin biosynthesis and the down-regulation of At4CL1 can lead to a decrease in lignin content, which has a significant commercial value for the paper industry. To this end, we designed zinc finger chimeras containing either an activation or a repression domain, which bind specifically to the At4CL1 promoter region. Transgenic lines expressing a zinc finger chimera with the VP16 activation domain showed an increase in At4CL1 expression and enzyme activity. In contrast, transgenic lines expressing a chimera with the KOX (KRAB) repression domain displayed repression of At4CL1 expression and enzyme activity. The activation of At4CL1 expression produced an increase in lignin content, and transgenic plant stems showed ectopic lignin distribution. Repression of the At4CL1 gene resulted in reduced lignin content, and lignin distribution in transgenic stems was severely diminished. Our results confirm and extend previous studies of gene regulation using various artificial zinc finger chimeras in animal and plant systems, and show that this system can be used to up- and down-regulate the expression of an endogenous plant gene such as At4CL1.
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Affiliation(s)
- Juan Pablo Sánchez
- Laboratory of Plant Molecular Biology, The Rockefeller University, 1230 York Avenue, New York, NY 10021, USA
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20
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Papworth M, Kolasinska P, Minczuk M. Designer zinc-finger proteins and their applications. Gene 2006; 366:27-38. [PMID: 16298089 DOI: 10.1016/j.gene.2005.09.011] [Citation(s) in RCA: 84] [Impact Index Per Article: 4.7] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/05/2005] [Accepted: 09/18/2005] [Indexed: 10/25/2022]
Abstract
The Cys(2)His(2) zinc finger is one of the most common DNA-binding motifs in Eukaryota. A simple mode of DNA recognition by the Cys(2)His(2) zinc finger domain provides an ideal scaffold for designing proteins with novel sequence specificities. The ability to bind specifically to virtually any DNA sequence combined with the potential of fusing them with effector domains has led to the technology of engineering of chimeric DNA-modifying enzymes and transcription factors. This in turn has opened the possibility of using the engineered zinc finger-based factors as novel human therapeutics. One such synthetic factor-designer zinc finger transcription activator of the vascular endothelial growth factor A gene-has recently entered clinical trials to evaluate the ability of stimulating the growth of blood vessels in treating the peripheral arterial obstructive disease. This review concentrates on the aspects of natural Cys(2)His(2) zinc fingers evolution and fundamental steps in design of engineered zinc finger proteins. The applications of engineered zinc finger proteins are discussed in a context of the mechanism mediating their effect on the targeted DNA. Furthermore, the regulation of the expression of zinc finger proteins and their targeting to various cellular compartments and to chromatin and non-chromatin target templates are described. Also possible future applications of designer zinc finger proteins are discussed.
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Affiliation(s)
- Monika Papworth
- MRC Laboratory of Molecular Biology, Hills Road, CB2 2QH, UK.
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21
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Wright DA, Townsend JA, Winfrey RJ, Irwin PA, Rajagopal J, Lonosky PM, Hall BD, Jondle MD, Voytas DF. High-frequency homologous recombination in plants mediated by zinc-finger nucleases. THE PLANT JOURNAL : FOR CELL AND MOLECULAR BIOLOGY 2005; 44:693-705. [PMID: 16262717 DOI: 10.1111/j.1365-313x.2005.02551.x] [Citation(s) in RCA: 196] [Impact Index Per Article: 10.3] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 05/05/2023]
Abstract
Homologous recombination offers great promise for plant genome engineering. This promise has not been realized, however, because when DNA enters plant cells homologous recombination occurs infrequently and random integration predominates. Using a tobacco test system, we demonstrate that chromosome breaks created by zinc-finger nucleases greatly enhance the frequency of localized recombination. Homologous recombination was measured by restoring function to a defective GUS:NPTII reporter gene integrated at various chromosomal sites in 10 different transgenic tobacco lines. The reporter gene carried a recognition site for a zinc-finger nuclease, and protoplasts from each tobacco line were electroporated with both DNA encoding the nuclease and donor DNA to effect repair of the reporter. Homologous recombination occurred in more than 10% of the transformed protoplasts regardless of the reporter's chromosomal position. Approximately 20% of the GUS:NPTII reporter genes were repaired solely by homologous recombination, whereas the remainder had associated DNA insertions or deletions consistent with repair by both homologous recombination and non-homologous end joining. The DNA-binding domain encoded by zinc-finger nucleases can be engineered to recognize a variety of chromosomal target sequences. This flexibility, coupled with the enhancement in homologous recombination conferred by double-strand breaks, suggests that plant genome engineering through homologous recombination can now be reliably accomplished using zinc-finger nucleases.
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Affiliation(s)
- David A Wright
- Phytodyne, Inc., 2711 South Loop Drive, Building 4, Suite 4400, Ames, IA 50010, USA
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22
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Raviscioni M, Gu P, Sattar M, Cooney AJ, Lichtarge O. Correlated evolutionary pressure at interacting transcription factors and DNA response elements can guide the rational engineering of DNA binding specificity. J Mol Biol 2005; 350:402-15. [PMID: 15946684 DOI: 10.1016/j.jmb.2005.04.054] [Citation(s) in RCA: 21] [Impact Index Per Article: 1.1] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/15/2005] [Revised: 04/18/2005] [Accepted: 04/22/2005] [Indexed: 11/18/2022]
Abstract
Understanding the molecular mechanisms of the specific interaction between transcription factor proteins and DNA is key to comprehend the regulation of gene expression and to develop technologies to engineer transcription factors. Thus far, although there have been several attempts to elucidate protein-DNA interaction through amino acid-base recognition codes, sequence based profiles, or physical models of interaction, the greatest successes in engineering DNA binding specificity remain experimental. Here we present the first systematic evidence of correlated evolutionary pressure at interacting amino acid residues and DNA base-pairs in transcription factors, and show that it can be used to rationally engineer DNA binding specificity. The correlation is between the relative evolutionary importance of protein residues and DNA bases, measured, respectively, in terms of the Evolutionary Trace (ET) rank and information entropy. The evolutionarily most important residues interact with the most conserved base-pairs within the response element while residues of least importance interact with the most variable base-pairs. The correlation averages 0.74 over 12 unrelated families of transcriptional regulators, including nuclear hormone receptors, basic helix-loop-helix, ETS- and homeo-domain family. To test the predictive power of this correlation, we targeted a mutational swap of top-ranked ET residues in a transcription factor, LRH-1. This redirects LRH-1 binding as predicted and showed that, in this case, evolutionary importance and binding specificity are coupled sufficiently strongly for the Evolutionary Trace to guide the computational design of DNA binding specificity. This establishes the existence of evolutionary importance correlation at protein-DNA interfaces, and demonstrates that it is a useful principle for the rational engineering of binding specificity.
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Affiliation(s)
- Michele Raviscioni
- W. M. Keck Center for Computational and Structural Biology, Houston TX, USA
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23
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Hull AK, Yusibov V, Mett V. Inducible expression in plants by virus-mediated transgene activation. Transgenic Res 2005; 14:407-16. [PMID: 16201407 DOI: 10.1007/s11248-005-0388-7] [Citation(s) in RCA: 9] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/25/2022]
Abstract
We have developed a plant virus-mediated transgene activation (VMTA) system that utilizes a viral expression vector to present the inducer. The concept was tested using two well characterized components: (i) an artificial promoter based on the yeast GAL4 upstream activating sequence and the minimal TATA element of Cauliflower Mosaic Virus 35S RNA promoter, and (ii) a transcriptional activator (TA) consisting of a fusion between the GAL4 DNA binding domain and the Herpes simplex virus VP16 activation domain. The TA was expressed under the control of the subgenomic promoter of a Tobacco Mosaic Virus-based expression vector. The VMTA system was functional in transient Agroinfiltration assays with the reporter gene beta-glucuronidase, the intracellular domain of the diabetes associated autoimmune antigen, IA-2ic, and with the anti-tetanus antibody 9F12. Transgenic lines harboring the reporter gene were also examined. The VMTA system displayed tight transcriptional control in both transient assays and in transgenic Nicotiana benthamiana plants carrying the TA-inducible reporter.
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Affiliation(s)
- Anna K Hull
- Fraunhofer USA Center for Molecular Biotechnology, Newark, Delaware 19711, USA
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24
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Imanishi M, Yan W, Morisaki T, Sugiura Y. An artificial six-zinc finger peptide with polyarginine linker: Selective binding to the discontinuous DNA sequences. Biochem Biophys Res Commun 2005; 333:167-73. [PMID: 15939400 DOI: 10.1016/j.bbrc.2005.05.090] [Citation(s) in RCA: 7] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/16/2005] [Accepted: 05/19/2005] [Indexed: 10/25/2022]
Abstract
Artificial DNA binding peptides recognizing separated sequences would expand varieties of the target genes for desirable transcriptional control. Here we demonstrated that polyarginine linker between two 3-zinc finger domains gives DNA binding selectivity to the separated target sequences. We created a six-zinc finger peptide, Sp1ZF6(Arg)8, by connecting two DNA binding domains of transcription factor Sp1 with a bulky and cationic polyarginine linker. The DNA binding properties to continuous and discontinuous target sequences were examined and compared to those of Sp1ZF6(Gly)10 containing a flexible and neutral polyglycine linker. The dissociation constants indicate that Sp1ZF6(Arg)8 has an obvious DNA binding preference to discontinuous target sequences but not Sp1ZF6(Gly)10. Footprinting analyses also showed that Sp1ZF6(Arg)8 binds properly only to the discontinuous target sites, while Sp1ZF6(Gly)10 does not distinguish them. The results provide helpful information for linker design of future zinc finger peptides to various states of DNA as gene expression regulators.
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Affiliation(s)
- Miki Imanishi
- Institute for Chemical Research, Kyoto University, Uji, Japan.
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25
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Holmes-Davis R, Li G, Jamieson AC, Rebar EJ, Liu Q, Kong Y, Case CC, Gregory PD. Gene regulation in planta by plant-derived engineered zinc finger protein transcription factors. PLANT MOLECULAR BIOLOGY 2005; 57:411-423. [PMID: 15830130 DOI: 10.1007/s11103-004-7820-x] [Citation(s) in RCA: 13] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 10/15/2004] [Accepted: 12/20/2004] [Indexed: 05/24/2023]
Abstract
The ability to modify plant traits is of great commercial potential in agricultural biotechnology. To this end we have engineered plant-based zinc finger protein transcription factors (ZFP TFs) that minimize the use of non-plant DNA sequences. This novel architecture supports the use of tandem arrays of zinc-finger DNA recognition domains such that the ZFP TF binds a contiguous DNA target site - thus emulating the design of ZFP TFs described previously for mammalian gene regulation. We show that this plant-based ZFP TF architecture supports high affinity DNA binding while allowing the specificity of the DNA-protein interaction to be determined by the amino acid sequences of the recognition helices. This plant-based backbone thus supports the use of previously characterized DNA recognition helices originally identified in a mammalian ZFP context without using mammalian DNA sequences. Moreover, we show that plant-based ZFP TFs employing this new architecture can up-regulate endogenous ADH activity by > 20-fold in transgenic Arabidopsis. Thus plant-based ZFP TFs are shown to be potent regulators of gene expression in vivo.
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26
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Lloyd A, Plaisier CL, Carroll D, Drews GN. Targeted mutagenesis using zinc-finger nucleases in Arabidopsis. Proc Natl Acad Sci U S A 2005; 102:2232-7. [PMID: 15677315 PMCID: PMC548540 DOI: 10.1073/pnas.0409339102] [Citation(s) in RCA: 233] [Impact Index Per Article: 12.3] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/18/2022] Open
Abstract
Targeted mutagenesis is an essential tool of reverse genetics that could be used experimentally to investigate basic plant biology or modify crop plants for improvement of important agricultural traits. Although targeted mutagenesis is routine in several model organisms including yeast and mouse, efficient and widely usable methods to generate targeted modifications in plant genes are not currently available. In this study we investigated the efficacy of a targeted-mutagenesis approach based on zinc-finger nucleases (ZFNs). In this procedure, ZFNs are used to generate double-strand breaks at specific genomic sites, and subsequent repair produces mutations at the break site. To determine whether ZFNs can cleave and induce mutations at specific sites within higher plant genomes, we introduced a construct carrying both a ZFN gene, driven by a heat-shock promoter, and its target into the Arabidopsis genome. Induction of ZFN expression by heat shock during seedling development resulted in mutations at the ZFN recognition sequence at frequencies as high as 0.2 mutations per target. Of 106 ZFN-induced mutations characterized, 83 (78%) were simple deletions of 1-52 bp (median of 4 bp), 14 (13%) were simple insertions of 1-4 bp, and 9 (8%) were deletions accompanied by insertions. In 10% of induced individuals, mutants were present in the subsequent generation, thus demonstrating efficient transmission of the ZFN-induced mutations. These data indicate that ZFNs can form the basis of a highly efficient method for targeted mutagenesis of plant genes.
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Affiliation(s)
- Alan Lloyd
- Department of Biology, University of Utah, 257 South 1400 East, Salt Lake City, UT 84112-0840, USA
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27
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Havranek JJ, Duarte CM, Baker D. A simple physical model for the prediction and design of protein-DNA interactions. J Mol Biol 2004; 344:59-70. [PMID: 15504402 DOI: 10.1016/j.jmb.2004.09.029] [Citation(s) in RCA: 83] [Impact Index Per Article: 4.2] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/08/2004] [Revised: 07/28/2004] [Accepted: 09/10/2004] [Indexed: 11/29/2022]
Abstract
Protein-DNA interactions are crucial for many biological processes. Attempts to model these interactions have generally taken the form of amino acid-base recognition codes or purely sequence-based profile methods, which depend on the availability of extensive sequence and structural information for specific structural families, neglect side-chain conformational variability, and lack generality beyond the structural family used to train the model. Here, we take advantage of recent advances in rotamer-based protein design and the large number of structurally characterized protein-DNA complexes to develop and parameterize a simple physical model for protein-DNA interactions. The model shows considerable promise for redesigning amino acids at protein-DNA interfaces, as design calculations recover the amino acid residue identities and conformations at these interfaces with accuracies comparable to sequence recovery in globular proteins. The model shows promise also for predicting DNA-binding specificity for fixed protein sequences: native DNA sequences are selected correctly from pools of competing DNA substrates; however, incorporation of backbone movement will likely be required to improve performance in homology modeling applications. Interestingly, optimization of zinc finger protein amino acid sequences for high-affinity binding to specific DNA sequences results in proteins with little or no predicted specificity, suggesting that naturally occurring DNA-binding proteins are optimized for specificity rather than affinity. When combined with algorithms that optimize specificity directly, the simple computational model developed here should be useful for the engineering of proteins with novel DNA-binding specificities.
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Affiliation(s)
- James J Havranek
- Howard Hughes Medical Institute and Department of Biochemistry, University of Washington, Seattle, WA 98195, USA
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28
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Tachikawa K, Schröder O, Frey G, Briggs SP, Sera T. Regulation of the endogenous VEGF-A gene by exogenous designed regulatory proteins. Proc Natl Acad Sci U S A 2004; 101:15225-30. [PMID: 15475575 PMCID: PMC523457 DOI: 10.1073/pnas.0406473101] [Citation(s) in RCA: 48] [Impact Index Per Article: 2.4] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/18/2022] Open
Abstract
We describe a facile method to activate or repress transcription of endogenous genes in a quantitative and specific manner by treatment with designed regulatory proteins (DRPs), in which artificial transcription factors (ATFs) are fused to cell-penetrating peptides (CPPs). Penetration of DRPs into cells is mediated by an N-terminal CPP fused to a nuclear localization signal; a DNA-binding domain and a transactivation domain follow. The DNA-binding domain was targeted to the vascular endothelial growth factor (VEGF)-A gene. An agonist DRP was rapidly taken up by cells and transported to the nucleus; soon after, the cells began transcribing the gene and secreting VEGF-A protein in a dose-dependent manner. Multiple copies of a short oligopeptide derived from a minimal transactivation domain of human beta-catenin was stronger than VP-16. The SRDX domain from the plant transcription factor, SUPERMAN, changed the DRP to a hypoxia-induced antagonist of VEGF-A. DRPs combine many of the potential benefits of transgenes with those of recombinant proteins.
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Affiliation(s)
- Kiyoshi Tachikawa
- Torrey Mesa Research Institute, 3115 Merryfield Row, San Diego, CA 92121, USA.
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29
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Blancafort P, Segal DJ, Barbas CF. Designing transcription factor architectures for drug discovery. Mol Pharmacol 2004; 66:1361-71. [PMID: 15340042 DOI: 10.1124/mol.104.002758] [Citation(s) in RCA: 148] [Impact Index Per Article: 7.4] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/29/2022] Open
Abstract
Recent advances in the design, selection, and engineering of DNA binding proteins have led to the emerging field of designer transcription factors (TFs). Modular DNA-binding protein domains can be assembled to recognize a given sequence of a DNA in a regulatory region of a targeted gene. TFs can be readily prepared by linking the DNA-binding protein to a variety of effector domains that mediate transcriptional activation or repression. Furthermore, the interaction between the TF and the genomic DNA can be regulated by several approaches, including chemical regulation by a variety of small molecules. Genome-wide single target specificity has been demonstrated using arrays of sequence-specific zinc finger (ZF) domains, polydactyl proteins. Any laboratory today can easily construct polydactyl ZF proteins by linkage of predefined ZF units that recognize specific triplets of DNA. The potential of this technology to alter the transcription of specific genes, to discover new genes, and to induce phenotypes in cells and organisms is now being applied in the areas of molecular therapeutics, pharmacology, biotechnology, and functional genomics.
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Affiliation(s)
- Pilar Blancafort
- Department of Molecular Biology, The Scripps Research Institute, La Jolla, California 92037, USA
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30
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Jantz D, Amann BT, Gatto GJ, Berg JM. The Design of Functional DNA-Binding Proteins Based on Zinc Finger Domains. Chem Rev 2004; 104:789-99. [PMID: 14871141 DOI: 10.1021/cr020603o] [Citation(s) in RCA: 107] [Impact Index Per Article: 5.4] [Reference Citation Analysis] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/28/2022]
Affiliation(s)
- Derek Jantz
- Department of Biophysics and Biophysical Chemistry, Johns Hopkins University School of Medicine, 725 North Wolfe Street, Baltimore, Maryland 21205, USA
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31
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32
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Souza CRBD, Almeida ERPD, Carvalho LJCB, Gander ES. Studies toward the identification of transcription factors in cassava storage root. ACTA ACUST UNITED AC 2003. [DOI: 10.1590/s1677-04202003000300006] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.1] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/22/2022]
Abstract
Transcription factors play important roles in several physiological processes. In recent years many transcription factors have been isolated from plants and they are emerging as powerful tools in the manipulation of plant traits. In this work we initiated studies in order to isolate transcription factors from cassava (Manihot esculenta Crantz), an important tropical and subtropical crop. Our results show three kinds of proteins expressed differentially in cassava storage root and immunologically related to the opaque-2 transcription factor from maize. Southwestern experiments showed two proteins capable of interacting in vitro with the DNA sequence of the be2S1 gene from the Brazil nut tree.
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33
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Dai S, Petruccelli S, Ordiz MI, Zhang Z, Chen S, Beachy RN. Functional analysis of RF2a, a rice transcription factor. J Biol Chem 2003; 278:36396-402. [PMID: 12855676 DOI: 10.1074/jbc.m304862200] [Citation(s) in RCA: 28] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/06/2022] Open
Abstract
RF2a is a bZIP transcription factor that regulates expression of the promoter of rice tungro bacilliform badnavirus. RF2a is predicted to include three domains that contribute to its function. The results of transient assays with mutants of RF2a from which one or more domains were removed demonstrated that the acidic domain was essential for the activation of gene expression, although the proline-rich and glutamine-rich domains each played a role in this function. Studies using fusion proteins of different functional domains of RF2a with the 2C7 synthetic zinc finger DNA-binding domain showed that the acidic region is a relatively strong activation domain, the function of which is dependent on the context in which the domain is placed. Data from transgenic plants further supported the conclusion that the acidic domain was important for maintaining the biological function of RF2a. RF2a and TBP (TATA-binding protein) synergistically activate transcription in vitro (Zhu, Q., Ordiz, M. I., Dabi, T., Beachy, R. N., and Lamb, C. (2002) Plant Cell 14, 795-803). In vitro and in vivo assays showed that RF2a interacts with TBP through the glutamine-rich domain but not the acidic domain. Functional analysis of such interactions indicates that the acidic domain activates transcription through mechanisms other than via the direct recruitment of TBP.
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Affiliation(s)
- Shunhong Dai
- Donald Danforth Plant Science Center, St. Louis, Missouri 63132, USA
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34
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Collins CH, Yokobayashi Y, Umeno D, Arnold FH. Engineering proteins that bind, move, make and break DNA. Curr Opin Biotechnol 2003; 14:371-8. [PMID: 12943845 DOI: 10.1016/s0958-1669(03)00091-0] [Citation(s) in RCA: 17] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/27/2022]
Abstract
Recent protein engineering efforts have generated artificial transcription factors that bind new target DNA sequences and enzymes that modify DNA at new target sites. Zinc-finger-based transcription factors are favored targets for design; important technological advances in their construction and numerous biotechnological applications have been reported. Other notable advances include the generation of endonucleases and recombinases with altered specificities, made by innovative combinatorial and evolutionary protein engineering strategies. An unexpectedly high tolerance to mutation in the active sites of DNA polymerases is being exploited to engineer polymerases to incorporate artificial nucleotides or to display other, nonnatural activities.
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Affiliation(s)
- Cynthia H Collins
- Biochemistry and Molecular Biophysics, California Institute of Technology, mail code 210-41, Pasadena, California 91125, USA
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35
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Abstract
Chemically inducible systems that activate or inactivate gene expression have many potential applications in the determination of gene function and in plant biotechnology. The precise timing and control of gene expression are important aspects of chemically inducible systems. Several systems have been developed and used to analyze gene function, marker-free plant transformation, site-specific DNA excision, activation tagging, conditional genetic complementation, and restoration of male fertility. Chemicals that are used to regulate transgene expression include the antibiotic tetracycline, the steroids dexamethasone and estradiol, copper, ethanol, the inducer of pathogen-related proteins benzothiadiazol, herbicide safeners, and the insecticide methoxyfenozide. Systems that are suitable for field application are particularly useful for experimental systems and have potential applications in biotechnology.
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Affiliation(s)
- Malla Padidam
- RHeoGene/Rohm and Haas, PO Box 949, Spring House, Pennsylvania 19477-0949, USA
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36
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Segal DJ, Stege JT, Barbas CF. Zinc fingers and a green thumb: manipulating gene expression in plants. CURRENT OPINION IN PLANT BIOLOGY 2003; 6:163-168. [PMID: 12667874 DOI: 10.1016/s1369-5266(03)00007-4] [Citation(s) in RCA: 22] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 05/24/2023]
Abstract
Artificial transcription factors can be rapidly constructed from predefined zinc-finger modules to regulate virtually any gene. Stable, heritable up- and downregulation of endogenous genes has been demonstrated in transgenic plants. These advances promise new approaches for creating functional knockouts and conditional overexpression, and for other gene discovery and manipulation applications in plants.
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Affiliation(s)
- David J Segal
- The Skaggs Institute for Chemical Biology and the Department of Molecular Biology, The Scripps Research Institute, La Jolla, California 92037, USA
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Blancafort P, Magnenat L, Barbas CF. Scanning the human genome with combinatorial transcription factor libraries. Nat Biotechnol 2003; 21:269-74. [PMID: 12592412 DOI: 10.1038/nbt794] [Citation(s) in RCA: 105] [Impact Index Per Article: 5.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/16/2002] [Accepted: 01/03/2003] [Indexed: 12/22/2022]
Abstract
Despite the critical importance of transcription factors in mediating gene regulation, there exists no general, genome-wide tool that uses transcription factors to induce or silence a target gene or select for a particular phenotype. In the strategy described here, we prepared large combinatorial libraries of artificial transcription factors comprising three or six zinc-finger domains, and selected transcription factor-DNA interactions able to upregulate several genes in human cells. Selected transcription factors either induced the expression of an endothelial-specific differentiation marker, VE-cadherin, in non-endothelial cell lines or, when combined with a repression domain, knocked down expression. Potential binding sites for a number of these transcription factors were mapped along the promoter of CDH5, the gene encoding VE-cadherin. Transcription factor libraries represent a useful approach for studying and modulating gene function in cells and potentially in whole organisms.
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Affiliation(s)
- Pilar Blancafort
- Department of Molecular Biology, The Scripps Research Institute, 10550 North Torrey Pines Road, La Jolla, CA 92037, USA
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Papworth M, Moore M, Isalan M, Minczuk M, Choo Y, Klug A. Inhibition of herpes simplex virus 1 gene expression by designer zinc-finger transcription factors. Proc Natl Acad Sci U S A 2003; 100:1621-6. [PMID: 12574501 PMCID: PMC149882 DOI: 10.1073/pnas.252773399] [Citation(s) in RCA: 62] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/18/2022] Open
Abstract
The herpes simplex virus 1 (HSV-1) replicative cycle begins by binding of the viral activator, VP16, to a set of sequences in the immediate-early (IE) gene promoters. With the aim of inhibiting this cycle, we have constructed a number of synthetic zinc-finger DNA-binding peptides by using recently reported methods. Peptides containing either three or six fingers, targeted to a viral promoter, were engineered as fusions with a KOX-1 transcription repression domain. These proteins bound to the HSV-1 IE175k (ICP4) promoter, in vitro, with nanomolar or subnanomolar binding affinity. However, in a chloramphenicol acetyltransferase reporter system, only the six-finger protein was found to repress VP16-activated transcription significantly. Thus the longer array of zinc fingers is required to compete successfully against VP16, one of the most powerful natural activators known. We found that the HSV-1 replication cycle can be partially repressed by the six-finger peptide with the viral titer reduced by 90%.
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Affiliation(s)
- Monika Papworth
- Medical Research Council Laboratory of Molecular Biology, Hills Road, Cambridge CB2 2QH, United Kingdom.
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Stege JT, Guan X, Ho T, Beachy RN, Barbas CF. Controlling gene expression in plants using synthetic zinc finger transcription factors. THE PLANT JOURNAL : FOR CELL AND MOLECULAR BIOLOGY 2002; 32:1077-86. [PMID: 12492848 DOI: 10.1046/j.1365-313x.2002.01492.x] [Citation(s) in RCA: 46] [Impact Index Per Article: 2.1] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 05/24/2023]
Abstract
Synthetic zinc finger proteins can be fused to transcriptional regulatory domains to create artificial transcription factors that modulate the expression of a specific target gene. Recent studies have demonstrated that synthetic zinc finger domains can be constructed to bind DNA sequences with a high degree of specificity. To devise a general strategy for controlling plant gene expression with artificial transcription factors, a rapid transient assay was developed to test the regulatory activity of synthetic zinc finger transcription factors (effectors) on target plasmids (reporters) in plant cells. Effective activation was demonstrated with zinc finger proteins fused to a derivative of the VP16 activation domain. The mSin3 interaction domain (SID) of the human MAD1 protein provided moderate repression of target reporters. Unlike many naturally occurring transcription factors, these synthetic effectors exhibit a strong dependence on binding site position. Reporter genes that are stably integrated into plant cells responded similarly to transiently transfected reporter plasmids, verifying that this assay accurately reflects the behavior of these transcription factors on an endogenous target within the context of chromosomal DNA. These results provide evidence that synthetic zinc finger proteins can be used to manipulate the expression of endogenous genes in plants.
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Affiliation(s)
- Justin T Stege
- Department of Molecular Biology and The Skaggs Institute for Chemical Biology, Scripps Research Institute, 10550 North Torrey Pines Road, La Jolla, CA 92037, USA
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Sanchez JP, Ullman C, Moore M, Choo Y, Chua NH. Regulation of gene expression in Arabidopsis thaliana by artificial zinc finger chimeras. PLANT & CELL PHYSIOLOGY 2002; 43:1465-72. [PMID: 12514243 DOI: 10.1093/pcp/pcf186] [Citation(s) in RCA: 33] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 11/13/2022]
Abstract
The artificial regulation of endogenous gene expression in plants is limited to only a few approaches. Here, we describe the use of artificial zinc finger chimeras to regulate the expression of a known reporter construct. The artificial zinc finger chimera TFIIIAZif is a fusion protein consisting of the four zinc fingers of TFIIIA linked through a spacer region to the three zinc fingers of Zif268. This artificial zinc finger chimera is able to bind specifically to a target DNA sequence (ZBS, zinc finger binding site) of 27 base pairs (bp). TFIIIAZif was fused to a transactivation domain from the herpes simplex virus VP16 or its tetramer VP64 to give ZF-VP16 or ZF-VP64, respectively. In transient expression assays, these two transcription activators were able to activate a target reporter gene (luc and GFP) expressed from a minimal -46 35S promoter linked to four copies of ZBS. The activation was confirmed in transgenic plants using an inducible XVE system [Zuo et al. (2000) Plant J. 24: 265] to express ZF-VP16 or ZF-VP64. Furthermore, to test the specificity of ZF-VP64 we have compared reporter gene expression from a wild type (1xZBS) and a mutant (1xZBSmu) binding site in transgenic plants. The 1xZBS was used to express green fluorescent protein (GFP) whereas the 1xZBSmu was used to express red fluorescent protein (RFP). Upon induction of ZF-VP64 we found a much higher expression of GFP (about 33-fold) as compared to RFP expression. These results suggest that artificial zinc finger chimeras can be used to target specific DNA sequences and to regulate gene expression in plants.
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Affiliation(s)
- Juan-Pablo Sanchez
- Laboratory of Plant Molecular Biology, The Rockefeller University, 1230 York Avenue, New York, NY 10021, USA
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Guan X, Stege J, Kim M, Dahmani Z, Fan N, Heifetz P, Barbas CF, Briggs SP. Heritable endogenous gene regulation in plants with designed polydactyl zinc finger transcription factors. Proc Natl Acad Sci U S A 2002; 99:13296-301. [PMID: 12271125 PMCID: PMC130627 DOI: 10.1073/pnas.192412899] [Citation(s) in RCA: 83] [Impact Index Per Article: 3.8] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 07/10/2002] [Indexed: 11/18/2022] Open
Abstract
Zinc finger transcription factors (TFs(ZF)) were designed and applied to transgene and endogenous gene regulation in stably transformed plants. The target of the TFs(ZF) is the Arabidopsis gene APETALA3 (AP3), which encodes a transcription factor that determines floral organ identity. A zinc finger protein (ZFP) was designed to specifically bind to a region upstream of AP3. AP3 transcription was induced by transformation of leaf protoplasts with a transformation vector that expressed a TF(ZF) consisting of the ZFP fused to the tetrameric repeat of herpes simplex VP16's minimal activation domain. Histochemical staining of beta-glucuronidase (GUS) activity in transgenic AP3GUS reporter plants expressing GUS under control of the AP3 promoter was increased dramatically in petals when the AP3-specific TF(ZF) activator was cointroduced. TF(ZF)-amplified GUS expression signals were also evident in sepal tissues of these double-transgenic plants. Floral phenotype changes indicative of endogenous AP3 factor coactivation were also observed. The same AP3-specific ZFP(AP3) was also fused to a human transcriptional repression domain, the mSIN3 interaction domain, and introduced into either AP3GUS-expressing plants or wild-type Arabidopsis plants. Dramatic repression of endogenous AP3 expression in floral tissue resulted when a constitutive promoter was used to drive the expression of this TF(ZF). These plants were also sterile. When a floral tissue-specific promoter from APETALA1 (AP1) gene was used, floral phenotype changes were also observed, but in contrast the plants were fertile. Our results demonstrate that artificial transcriptional factors based on synthetic zinc finger proteins are capable of stable and specific regulation of endogenous genes through multiple generations in multicellular organisms.
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Affiliation(s)
- Xuen Guan
- Torrey Mesa Research Institute, San Diego, CA 92121, USA.
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