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1.
Nat Rev Mol Cell Biol ; 14(1): 49-55, 2013 Jan.
Artigo em Inglês | MEDLINE | ID: mdl-23169466

RESUMO

Engineered nucleases enable the targeted alteration of nearly any gene in a wide range of cell types and organisms. The newly-developed transcription activator-like effector nucleases (TALENs) comprise a nonspecific DNA-cleaving nuclease fused to a DNA-binding domain that can be easily engineered so that TALENs can target essentially any sequence. The capability to quickly and efficiently alter genes using TALENs promises to have profound impacts on biological research and to yield potential therapeutic strategies for genetic diseases.


Assuntos
DNA/metabolismo , Desoxirribonucleases/química , Desoxirribonucleases/metabolismo , Genoma , Engenharia de Proteínas , Animais , DNA/genética , Proteínas de Ligação a DNA/química , Proteínas de Ligação a DNA/genética , Proteínas de Ligação a DNA/metabolismo , Desoxirribonucleases/genética , Humanos , Estrutura Terciária de Proteína , Ativação Transcricional
2.
Nat Methods ; 12(10): 939-42, 2015 Oct.
Artigo em Inglês | MEDLINE | ID: mdl-26258293

RESUMO

Nucleases containing programmable DNA-binding domains can alter the genomes of model organisms and have the potential to become human therapeutics. Here we present DNA-binding phage-assisted continuous evolution (DB-PACE) as a general approach for the laboratory evolution of DNA-binding activity and specificity. We used this system to generate transcription activator-like effectors nucleases (TALENs) with broadly improved DNA cleavage specificity, establishing DB-PACE as a versatile approach for improving the accuracy of genome-editing agents.


Assuntos
Proteínas de Ligação a DNA/metabolismo , Desoxirribonucleases/metabolismo , Evolução Molecular Direcionada/métodos , Proteínas de Ligação a DNA/química , Proteínas de Ligação a DNA/genética , Marcação de Genes/métodos , Ensaios de Triagem em Larga Escala/métodos , Humanos , Complexo Repressor Polycomb 1/genética , Complexo Repressor Polycomb 1/metabolismo , Engenharia de Proteínas/métodos
3.
Plant Biotechnol J ; 16(7): 1388-1395, 2018 07.
Artigo em Inglês | MEDLINE | ID: mdl-29327444

RESUMO

Sorghum is the fifth most widely planted cereal crop in the world and is commonly cultivated in arid and semi-arid regions such as Africa. Despite its importance as a food source, sorghum genetic improvement through transgenic approaches has been limited because of an inefficient transformation system. Here, we report a ternary vector (also known as cohabitating vector) system using a recently described pVIR accessory plasmid that facilitates efficient Agrobacterium-mediated transformation of sorghum. We report regeneration frequencies ranging from 6% to 29% in Tx430 using different selectable markers and single copy, backbone free 'quality events' ranging from 45% to 66% of the total events produced. Furthermore, we successfully applied this ternary system to develop transformation protocols for popular but recalcitrant African varieties including Macia, Malisor 84-7 and Tegemeo. In addition, we report the use of this technology to develop the first stable CRISPR/Cas9-mediated gene knockouts in Tx430.


Assuntos
Agrobacterium/genética , Engenharia Genética/métodos , Sorghum/genética , Sistemas CRISPR-Cas , Técnicas de Transferência de Genes , Marcadores Genéticos/genética , Vetores Genéticos/genética , Plantas Geneticamente Modificadas/genética , Transformação Genética/genética
4.
Nat Methods ; 11(4): 429-35, 2014 Apr.
Artigo em Inglês | MEDLINE | ID: mdl-24531420

RESUMO

Although transcription activator-like effector nucleases (TALENs) can be designed to cleave chosen DNA sequences, TALENs have activity against related off-target sequences. To better understand TALEN specificity, we profiled 30 unique TALENs with different target sites, array length and domain sequences for their abilities to cleave any of 10(12) potential off-target DNA sequences using in vitro selection and high-throughput sequencing. Computational analysis of the selection results predicted 76 off-target substrates in the human genome, 16 of which were accessible and modified by TALENs in human cells. The results suggest that (i) TALE repeats bind DNA relatively independently; (ii) longer TALENs are more tolerant of mismatches yet are more specific in a genomic context; and (iii) excessive DNA-binding energy can lead to reduced TALEN specificity in cells. Based on these findings, we engineered a TALEN variant that exhibits equal on-target cleavage activity but tenfold lower average off-target activity in human cells.


Assuntos
DNA/metabolismo , Desoxirribonucleases/metabolismo , Engenharia de Proteínas/métodos , Especificidade por Substrato/fisiologia , Sequência de Bases , Sítios de Ligação , Linhagem Celular , Desoxirribonucleases/genética , Marcação de Genes , Humanos , Ligação Proteica
5.
Nat Methods ; 10(3): 243-5, 2013 Mar.
Artigo em Inglês | MEDLINE | ID: mdl-23396285

RESUMO

Artificial activators designed using transcription activator-like effector (TALE) technology have broad utility, but previous studies suggest that these monomeric proteins often exhibit low activities. Here we demonstrate that TALE activators can robustly function individually or in synergistic combinations to increase expression of endogenous human genes over wide dynamic ranges. These findings will encourage applications of TALE activators for research and therapy, and guide design of monomeric TALE-based fusion proteins.


Assuntos
Engenharia Genética/métodos , MicroRNAs/genética , Fatores de Transcrição/genética , Ativação Transcricional , Fator A de Crescimento do Endotélio Vascular/genética , Sítios de Ligação , Técnicas de Cultura de Células , Fibroblastos/metabolismo , Células HEK293 , Humanos , Plasmídeos , Regiões Promotoras Genéticas , Reação em Cadeia da Polimerase Via Transcriptase Reversa , Sequências de Repetição em Tandem , Transfecção , Xanthomonas , Dedos de Zinco/genética
6.
Mol Cell ; 31(2): 294-301, 2008 Jul 25.
Artigo em Inglês | MEDLINE | ID: mdl-18657511

RESUMO

Custom-made zinc-finger nucleases (ZFNs) can induce targeted genome modifications with high efficiency in cell types including Drosophila, C. elegans, plants, and humans. A bottleneck in the application of ZFN technology has been the generation of highly specific engineered zinc-finger arrays. Here we describe OPEN (Oligomerized Pool ENgineering), a rapid, publicly available strategy for constructing multifinger arrays, which we show is more effective than the previously published modular assembly method. We used OPEN to construct 37 highly active ZFN pairs which induced targeted alterations with high efficiencies (1%-50%) at 11 different target sites located within three endogenous human genes (VEGF-A, HoxB13, and CFTR), an endogenous plant gene (tobacco SuRA), and a chromosomally integrated EGFP reporter gene. In summary, OPEN provides an "open-source" method for rapidly engineering highly active zinc-finger arrays, thereby enabling broader practice, development, and application of ZFN technology for biological research and gene therapy.


Assuntos
Endonucleases/metabolismo , Engenharia Genética/métodos , Dedos de Zinco , Sequência de Bases , Endonucleases/toxicidade , Marcação de Genes , Proteínas de Fluorescência Verde/genética , Humanos , Células K562 , Dados de Sequência Molecular , Mutagênese , Mutação/genética , Conformação Proteica
7.
Proc Natl Acad Sci U S A ; 110(25): E2279-87, 2013 Jun 18.
Artigo em Inglês | MEDLINE | ID: mdl-23723351

RESUMO

The transposon piggyBac is being used increasingly for genetic studies. Here, we describe modified versions of piggyBac transposase that have potentially wide-ranging applications, such as reversible transgenesis and modified targeting of insertions. piggyBac is distinguished by its ability to excise precisely, restoring the donor site to its pretransposon state. This characteristic makes piggyBac useful for reversible transgenesis, a potentially valuable feature when generating induced pluripotent stem cells without permanent alterations to genomic sequence. To avoid further genome modification following piggyBac excision by reintegration, we generated an excision competent/integration defective (Exc(+)Int(-)) transposase. Our findings also suggest the position of a target DNA-transposase interaction. Another goal of genome engineering is to develop reagents that can guide transgenes to preferred genomic regions. Others have shown that piggyBac transposase can be active when fused to a heterologous DNA-binding domain. An Exc(+)Int(-) transposase, the intrinsic targeting of which is defective, might also be a useful intermediate in generating a transposase whose integration activity could be rescued and redirected by fusion to a site-specific DNA-binding domain. We show that fusion to two designed zinc finger proteins rescued the Int(-) phenotype. Successful guided transgene integration into genomic DNA would have broad applications to gene therapy and molecular genetics. Thus, an Exc(+)Int(-) transposase is a potentially useful reagent for genome engineering and provides insight into the mechanism of transposase-target DNA interaction.


Assuntos
Elementos de DNA Transponíveis/genética , Engenharia Genética/métodos , Proteínas do Tecido Nervoso/genética , Saccharomyces cerevisiae/genética , Sequência de Aminoácidos , Animais , Técnicas de Transferência de Genes , Genoma Humano/genética , Células HEK293 , Células HeLa , Humanos , Mamíferos , Dados de Sequência Molecular , Mutagênese Insercional/métodos , Células-Tronco Pluripotentes/citologia , Células-Tronco Pluripotentes/fisiologia , Dedos de Zinco/genética
8.
Nucleic Acids Res ; 41(19): e181, 2013 Oct.
Artigo em Inglês | MEDLINE | ID: mdl-23945932

RESUMO

Gene-editing nucleases enable targeted modification of DNA sequences in living cells, thereby facilitating efficient knockout and precise editing of endogenous loci. Engineered nucleases also have the potential to introduce mutations at off-target sites of action. Such unintended alterations can confound interpretation of experiments and can have implications for development of therapeutic applications. Recently, two improved methods for identifying the off-target effects of zinc finger nucleases (ZFNs) were described-one using an in vitro cleavage site selection method and the other exploiting the insertion of integration-defective lentiviruses into nuclease-induced double-stranded DNA breaks. However, application of these two methods to a ZFN pair targeted to the human CCR5 gene led to identification of largely non-overlapping off-target sites, raising the possibility that additional off-target sites might exist. Here, we show that in silico abstraction of ZFN cleavage profiles obtained from in vitro cleavage site selections can greatly enhance the ability to identify potential off-target sites in human cells. Our improved method should enable more comprehensive profiling of ZFN specificities.


Assuntos
Clivagem do DNA , Desoxirribonucleases/metabolismo , Dedos de Zinco , Inteligência Artificial , Sequência de Bases , Simulação por Computador , DNA/química , Sequenciamento de Nucleotídeos em Larga Escala , Humanos , Receptores CCR5/genética , Análise de Sequência de DNA , Fator A de Crescimento do Endotélio Vascular/genética
9.
Nat Methods ; 8(1): 67-9, 2011 Jan.
Artigo em Inglês | MEDLINE | ID: mdl-21151135

RESUMO

Engineered zinc-finger nucleases (ZFNs) enable targeted genome modification. Here we describe context-dependent assembly (CoDA), a platform for engineering ZFNs using only standard cloning techniques or custom DNA synthesis. Using CoDA-generated ZFNs, we rapidly altered 20 genes in Danio rerio, Arabidopsis thaliana and Glycine max. The simplicity and efficacy of CoDA will enable broad adoption of ZFN technology and make possible large-scale projects focused on multigene pathways or genome-wide alterations.


Assuntos
Endonucleases/genética , Endonucleases/metabolismo , Engenharia de Proteínas , Dedos de Zinco/fisiologia , Animais , Arabidopsis/genética , Proteínas de Ligação a DNA/genética , Proteínas de Ligação a DNA/metabolismo , Genoma , Glycine max/genética , Peixe-Zebra/genética , Dedos de Zinco/genética
10.
Nucleic Acids Res ; 40(16): 8001-10, 2012 Sep.
Artigo em Inglês | MEDLINE | ID: mdl-22684503

RESUMO

Transcription activator-like effector nucleases (TALENs) are powerful new research tools that enable targeted gene disruption in a wide variety of model organisms. Recent work has shown that TALENs can induce mutations in endogenous zebrafish genes, but to date only four genes have been altered, and larger-scale tests of the success rate, mutation efficiencies and germline transmission rates have not been described. Here, we constructed homodimeric TALENs to 10 different targets in various endogenous zebrafish genes and found that 7 nuclease pairs induced targeted indel mutations with high efficiencies ranging from 2 to 76%. We also tested obligate heterodimeric TALENs and found that these nucleases induce mutations with comparable or higher frequencies and have better toxicity profiles than their homodimeric counterparts. Importantly, mutations induced by both homodimeric and heterodimeric TALENs are passed efficiently through the germline, in some cases reaching 100% transmission. For one target gene sequence, we observed substantially reduced mutagenesis efficiency for a variant site bearing two mismatched nucleotides, raising the possibility that TALENs might be used to perform allele-specific gene disruption. Our results suggest that construction of one to two heterodimeric TALEN pairs for any given gene will, in most cases, enable researchers to rapidly generate knockout zebrafish.


Assuntos
Desoxirribonucleases de Sítio Específico do Tipo II/química , Desoxirribonucleases de Sítio Específico do Tipo II/metabolismo , Técnicas de Inativação de Genes , Mutação , Peixe-Zebra/genética , Alelos , Animais , Sequência de Bases , Proteínas de Ligação a DNA/química , Dimerização , Dados de Sequência Molecular , Mutagênese , Transativadores/química
11.
Plant Physiol ; 156(2): 466-73, 2011 Jun.
Artigo em Inglês | MEDLINE | ID: mdl-21464476

RESUMO

We performed targeted mutagenesis of a transgene and nine endogenous soybean (Glycine max) genes using zinc-finger nucleases (ZFNs). A suite of ZFNs were engineered by the recently described context-dependent assembly platform--a rapid, open-source method for generating zinc-finger arrays. Specific ZFNs targeting dicer-like (DCL) genes and other genes involved in RNA silencing were cloned into a vector under an estrogen-inducible promoter. A hairy-root transformation system was employed to investigate the efficiency of ZFN mutagenesis at each target locus. Transgenic roots exhibited somatic mutations localized at the ZFN target sites for seven out of nine targeted genes. We next introduced a ZFN into soybean via whole-plant transformation and generated independent mutations in the paralogous genes DCL4a and DCL4b. The dcl4b mutation showed efficient heritable transmission of the ZFN-induced mutation in the subsequent generation. These findings indicate that ZFN-based mutagenesis provides an efficient method for making mutations in duplicate genes that are otherwise difficult to study due to redundancy. We also developed a publicly accessible Web-based tool to identify sites suitable for engineering context-dependent assembly ZFNs in the soybean genome.


Assuntos
Endonucleases/química , Endonucleases/metabolismo , Genes Duplicados/genética , Genes de Plantas/genética , Técnicas Genéticas , Glycine max/genética , Mutagênese/genética , Dedos de Zinco/genética , Sequência de Bases , Proteínas de Fluorescência Verde/metabolismo , Padrões de Herança/genética , Internet , Dados de Sequência Molecular , Mutação/genética , Raízes de Plantas/genética , Reação em Cadeia da Polimerase , Transgenes/genética
12.
Nucleic Acids Res ; 38(Web Server issue): W462-8, 2010 Jul.
Artigo em Inglês | MEDLINE | ID: mdl-20435679

RESUMO

ZiFiT (Zinc Finger Targeter) is a simple and intuitive web-based tool that provides an interface to identify potential binding sites for engineered zinc finger proteins (ZFPs) in user-supplied DNA sequences. In this updated version, ZiFiT identifies potential sites for ZFPs made by both the modular assembly and OPEN engineering methods. In addition, ZiFiT now integrates additional tools and resources including scoring schemes for modular assembly, an interface with the Zinc Finger Database (ZiFDB) of engineered ZFPs, and direct querying of NCBI BLAST servers for identifying potential off-target sites within a host genome. Taken together, these features facilitate design of ZFPs using reagents made available to the academic research community by the Zinc Finger Consortium. ZiFiT is freely available on the web without registration at http://bindr.gdcb.iastate.edu/ZiFiT/.


Assuntos
Proteínas de Ligação a DNA/química , Engenharia de Proteínas , Software , Dedos de Zinco , Sítios de Ligação , Proteínas de Ligação a DNA/metabolismo , Internet , Análise de Sequência de DNA , Interface Usuário-Computador
13.
Science ; 378(6625): 1227-1234, 2022 12 16.
Artigo em Inglês | MEDLINE | ID: mdl-36520914

RESUMO

Synthetic gene circuits that precisely control human cell function could expand the capabilities of gene- and cell-based therapies. However, platforms for developing circuits in primary human cells that drive robust functional changes in vivo and have compositions suitable for clinical use are lacking. Here, we developed synthetic zinc finger transcription regulators (synZiFTRs), which are compact and based largely on human-derived proteins. As a proof of principle, we engineered gene switches and circuits that allow precise, user-defined control over therapeutically relevant genes in primary T cells using orthogonal, US Food and Drug Administration-approved small-molecule inducers. Our circuits can instruct T cells to sequentially activate multiple cellular programs such as proliferation and antitumor activity to drive synergistic therapeutic responses. This platform should accelerate the development and clinical translation of synthetic gene circuits in diverse human cell types and contexts.


Assuntos
Terapia Baseada em Transplante de Células e Tecidos , Redes Reguladoras de Genes , Genes Sintéticos , Linfócitos T , Fatores de Transcrição , Dedos de Zinco , Humanos , Terapia Baseada em Transplante de Células e Tecidos/métodos , Biologia Sintética/métodos , Linfócitos T/metabolismo , Linfócitos T/transplante , Engenharia Genética
14.
Cell Genom ; 2(4)2022 Apr 13.
Artigo em Inglês | MEDLINE | ID: mdl-35967079

RESUMO

Repeat elements can be dysregulated at a genome-wide scale in human diseases. For example, in Ewing sarcoma, hundreds of inert GGAA repeats can be converted into active enhancers when bound by EWS-FLI1. Here we show that fusions between EWS and GGAA-repeat-targeted engineered zinc finger arrays (ZFAs) can function at least as efficiently as EWS-FLI1 for converting hundreds of GGAA repeats into active enhancers in a Ewing sarcoma precursor cell model. Furthermore, a fusion of a KRAB domain to a ZFA can silence GGAA microsatellite enhancers genome wide in Ewing sarcoma cells, thereby reducing expression of EWS-FLI1-activated genes. Remarkably, this KRAB-ZFA fusion showed selective toxicity against Ewing sarcoma cells compared with non-Ewing cancer cells, consistent with its Ewing sarcoma-specific impact on the transcriptome. These findings demonstrate the value of ZFAs for functional annotation of repeats and illustrate how aberrant microsatellite activities might be regulated for potential therapeutic applications.

15.
BMC Genomics ; 12: 83, 2011 Jan 28.
Artigo em Inglês | MEDLINE | ID: mdl-21276248

RESUMO

BACKGROUND: Zinc Finger Nucleases (ZFNs) have tremendous potential as tools to facilitate genomic modifications, such as precise gene knockouts or gene replacements by homologous recombination. ZFNs can be used to advance both basic research and clinical applications, including gene therapy. Recently, the ability to engineer ZFNs that target any desired genomic DNA sequence with high fidelity has improved significantly with the introduction of rapid, robust, and publicly available techniques for ZFN design such as the Oligomerized Pool ENgineering (OPEN) method. The motivation for this study is to make resources for genome modifications using OPEN-generated ZFNs more accessible to researchers by creating a user-friendly interface that identifies and provides quality scores for all potential ZFN target sites in the complete genomes of several model organisms. DESCRIPTION: ZFNGenome is a GBrowse-based tool for identifying and visualizing potential target sites for OPEN-generated ZFNs. ZFNGenome currently includes a total of more than 11.6 million potential ZFN target sites, mapped within the fully sequenced genomes of seven model organisms; S. cerevisiae, C. reinhardtii, A. thaliana, D. melanogaster, D. rerio, C. elegans, and H. sapiens and can be visualized within the flexible GBrowse environment. Additional model organisms will be included in future updates. ZFNGenome provides information about each potential ZFN target site, including its chromosomal location and position relative to transcription initiation site(s). Users can query ZFNGenome using several different criteria (e.g., gene ID, transcript ID, target site sequence). Tracks in ZFNGenome also provide "uniqueness" and ZiFOpT (Zinc Finger OPEN Targeter) "confidence" scores that estimate the likelihood that a chosen ZFN target site will function in vivo. ZFNGenome is dynamically linked to ZiFDB, allowing users access to all available information about zinc finger reagents, such as the effectiveness of a given ZFN in creating double-stranded breaks. CONCLUSIONS: ZFNGenome provides a user-friendly interface that allows researchers to access resources and information regarding genomic target sites for engineered ZFNs in seven model organisms. This genome-wide database of potential ZFN target sites should greatly facilitate the utilization of ZFNs in both basic and clinical research.ZFNGenome is freely available at: http://bindr.gdcb.iastate.edu/ZFNGenome or at the Zinc Finger Consortium website: http://www.zincfingers.org/.


Assuntos
Endonucleases/genética , Dedos de Zinco/genética , Animais , Arabidopsis/enzimologia , Sítios de Ligação/genética , Caenorhabditis elegans/enzimologia , Chlamydomonas reinhardtii/enzimologia , Bases de Dados Genéticas , Drosophila melanogaster/enzimologia , Humanos , Saccharomyces cerevisiae/enzimologia , Software , Sítio de Iniciação de Transcrição , Peixe-Zebra
16.
Nucleic Acids Res ; 37(2): 506-15, 2009 Feb.
Artigo em Inglês | MEDLINE | ID: mdl-19056825

RESUMO

Zinc-finger proteins (ZFPs) have long been recognized for their potential to manipulate genetic information because they can be engineered to bind novel DNA targets. Individual zinc-finger domains (ZFDs) bind specific DNA triplet sequences; their apparent modularity has led some groups to propose methods that allow virtually any desired DNA motif to be targeted in vitro. In practice, however, ZFPs engineered using this 'modular assembly' approach do not always function well in vivo. Here we report a modular assembly scoring strategy that both identifies combinations of modules least likely to function efficiently in vivo and provides accurate estimates of their relative binding affinities in vitro. Predicted binding affinities for 53 'three-finger' ZFPs, computed based on energy contributions of the constituent modules, were highly correlated (r = 0.80) with activity levels measured in bacterial two-hybrid assays. Moreover, K(d) values for seven modularly assembled ZFPs and their intended targets, measured using fluorescence anisotropy, were also highly correlated with predictions (r = 0.91). We propose that success rates for ZFP modular assembly can be significantly improved by exploiting the score-based strategy described here.


Assuntos
Proteínas de Ligação a DNA/química , Engenharia de Proteínas , Dedos de Zinco , Sítios de Ligação , Proteínas de Ligação a DNA/genética , Proteínas de Ligação a DNA/metabolismo , Ligação Proteica
17.
Nucleic Acids Res ; 37(Database issue): D279-83, 2009 Jan.
Artigo em Inglês | MEDLINE | ID: mdl-18812396

RESUMO

Zinc fingers are the most abundant DNA-binding motifs encoded by eukaryotic genomes and one of the best understood DNA-recognition domains. Each zinc finger typically binds a 3-nt target sequence, and it is possible to engineer zinc-finger arrays (ZFAs) that recognize extended DNA sequences by linking together individual zinc fingers. Engineered zinc-finger proteins have proven to be valuable tools for gene regulation and genome modification because they target specific sites in a genome. Here we describe ZiFDB (Zinc Finger Database; http://bindr.gdcb.iastate.edu/ZiFDB), a web-accessible resource that compiles information on individual zinc fingers and engineered ZFAs. To enhance its utility, ZiFDB is linked to the output from ZiFiT--a software package that assists biologists in finding sites within target genes for engineering zinc-finger proteins. For many molecular biologists, ZiFDB will be particularly valuable for determining if a given ZFA (or portion thereof) has previously been constructed and whether or not it has the requisite DNA-binding activity for their experiments. ZiFDB will also be a valuable resource for those scientists interested in better understanding how zinc-finger proteins recognize target DNA.


Assuntos
Proteínas de Ligação a DNA/química , Proteínas de Ligação a DNA/genética , Bases de Dados de Proteínas , Fatores de Transcrição/química , Fatores de Transcrição/genética , Dedos de Zinco , Sítios de Ligação , DNA/química , Análise de Sequência com Séries de Oligonucleotídeos , Engenharia de Proteínas , Interface Usuário-Computador
18.
BMC Bioinformatics ; 11: 543, 2010 Nov 02.
Artigo em Inglês | MEDLINE | ID: mdl-21044337

RESUMO

BACKGROUND: Precise and efficient methods for gene targeting are critical for detailed functional analysis of genomes and regulatory networks and for potentially improving the efficacy and safety of gene therapies. Oligomerized Pool ENgineering (OPEN) is a recently developed method for engineering C2H2 zinc finger proteins (ZFPs) designed to bind specific DNA sequences with high affinity and specificity in vivo. Because generation of ZFPs using OPEN requires considerable effort, a computational method for identifying the sites in any given gene that are most likely to be successfully targeted by this method is desirable. RESULTS: Analysis of the base composition of experimentally validated ZFP target sites identified important constraints on the DNA sequence space that can be effectively targeted using OPEN. Using alternate encodings to represent ZFP target sites, we implemented Naïve Bayes and Support Vector Machine classifiers capable of distinguishing "active" targets, i.e., ZFP binding sites that can be targeted with a high rate of success, from those that are "inactive" or poor targets for ZFPs generated using current OPEN technologies. When evaluated using leave-one-out cross-validation on a dataset of 135 experimentally validated ZFP target sites, the best Naïve Bayes classifier, designated ZiFOpT, achieved overall accuracy of 87% and specificity+ of 90%, with an ROC AUC of 0.89. When challenged with a completely independent test set of 140 newly validated ZFP target sites, ZiFOpT performance was comparable in terms of overall accuracy (88%) and specificity+ (92%), but with reduced ROC AUC (0.77). Users can rank potentially active ZFP target sites using a confidence score derived from the posterior probability returned by ZiFOpT. CONCLUSION: ZiFOpT, a machine learning classifier trained to identify DNA sequences amenable for targeting by OPEN-generated zinc finger arrays, can guide users to target sites that are most likely to function successfully in vivo, substantially reducing the experimental effort required. ZiFOpT is freely available and incorporated in the Zinc Finger Targeter web server (http://bindr.gdcb.iastate.edu/ZiFiT).


Assuntos
Proteínas de Ligação a DNA/química , Engenharia de Proteínas/métodos , Dedos de Zinco , Inteligência Artificial , Sequência de Bases , Sítios de Ligação , Proteínas de Ligação a DNA/genética , Marcação de Genes , Análise de Sequência de DNA/métodos
19.
Front Plant Sci ; 11: 535, 2020.
Artigo em Inglês | MEDLINE | ID: mdl-32431725

RESUMO

Modern maize hybrids often contain biotech and native traits. To-date all biotech traits have been randomly inserted in the genome. Consequently, developing hybrids with multiple traits is expensive, time-consuming, and complex. Here we report using CRISPR-Cas9 to generate a complex trait locus (CTL) to facilitate trait stacking. A CTL consists of multiple preselected sites positioned within a small well-characterized chromosomal region where trait genes are inserted. We generated individual lines, each carrying a site-specific insertion landing pad (SSILP) that was targeted to a preselected site and capable of efficiently receiving a transgene via recombinase-mediated cassette exchange. The selected sites supported consistent transgene expression and the SSILP insertion had no effect on grain yield. We demonstrated that two traits residing at different sites within a CTL can be combined via genetic recombination. CTL technology is a major step forward in the development of multi-trait maize hybrids.

20.
Nucleic Acids Res ; 35(Web Server issue): W599-605, 2007 Jul.
Artigo em Inglês | MEDLINE | ID: mdl-17526515

RESUMO

Zinc Finger Targeter (ZiFiT) is a simple and intuitive web-based tool that facilitates the design of zinc finger proteins (ZFPs) that can bind to specific DNA sequences. The current version of ZiFiT is based on a widely employed method of ZFP design, the 'modular assembly' approach, in which pre-existing individual zinc fingers are linked together to recognize desired target DNA sequences. Several research groups have described experimentally characterized zinc finger modules that bind many of the 64 possible DNA triplets. ZiFiT leverages the combined capabilities of three of the largest and best characterized module archives by enabling users to select fingers from any of these sets. ZiFiT searches a query DNA sequence for target sites for which a ZFP can be designed using modules available in one or more of the three archives. In addition, ZiFiT output facilitates identification of specific zinc finger modules that are publicly available from the Zinc Finger Consortium. ZiFiT is freely available at http://bindr.gdcb.iastate.edu/ZiFiT/.


Assuntos
Biologia Computacional/métodos , Proteínas de Ligação a DNA/química , Desoxirribonucleases/química , Engenharia de Proteínas/métodos , Software , Fatores de Transcrição/química , Dedos de Zinco , Sítios de Ligação , Proteínas de Ligação a DNA/genética , Proteínas de Ligação a DNA/metabolismo , Desoxirribonucleases/genética , Desoxirribonucleases/metabolismo , Humanos , Internet , Conformação Proteica , Estrutura Secundária de Proteína , Estrutura Terciária de Proteína , Análise de Sequência de DNA , Fatores de Transcrição/genética , Fatores de Transcrição/metabolismo , Interface Usuário-Computador
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