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Context influences on TALE–DNA binding revealed by quantitative profiling

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TLDR
This work quantitatively examines TALE–DNA interactions comprehensively by quantitatively assaying the DNA-binding specificities of 21 representative TALEs to ∼5,000–20,000 unique DNA sequences per protein using custom-designed protein-binding microarrays (PBMs), and develops a computational model, Specificity Inference For TAL-Effector Design (SIFTED), to predict theDNA-binding specificity of any TALE.
Abstract
Transcription activator-like effector (TALE) proteins recognize DNA using a seemingly simple DNA-binding code, which makes them attractive for use in genome engineering technologies that require precise targeting. Although this code is used successfully to design TALEs to target specific sequences, off-target binding has been observed and is difficult to predict. Here we explore TALE–DNA interactions comprehensively by quantitatively assaying the DNA-binding specificities of 21 representative TALEs to B5,000–20,000 unique DNA sequences per protein using custom-designed protein-binding microarrays (PBMs). We find that protein context features exert significant influences on binding. Thus, the canonical recognition code does not fully capture the complexity of TALE–DNA binding. We used the PBM data to develop a computational model, Specificity Inference For TAL-Effector Design (SIFTED), to predict the DNA-binding specificity of any TALE. We provide SIFTED as a publicly available web tool that predicts potential genomic off-target sites for improved TALE design.

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Journal ArticleDOI

Engineered promoters enable constant gene expression at any copy number in bacteria

TL;DR: Control-theoretic ideas were applied to design promoters that maintained constant levels of expression at any copy number to show that a three-gene metabolic pathway to produce deoxychromoviridans could retain function without re-tuning when the stabilized-promoter-driven genes were moved from a plasmid into the genome.
Journal ArticleDOI

dCas9: A Versatile Tool for Epigenome Editing.

TL;DR: The use of dCas9 is reviewed as a novel and versatile tool for fundamental studies on epigenetic landscapes, chromatin structure and transcription regulation, and the potential of this approach in basic research in these fields is reviewed.
Book ChapterDOI

Zinc Fingers, TALEs, and CRISPR Systems: A Comparison of Tools for Epigenome Editing.

TL;DR: The molecular structure and mechanism of action of ZF, TALE, and CRISPR platforms are summarized and their applications for the locus-specific manipulation of the epigenome are described.
Journal ArticleDOI

Chemical Biology Approaches to Genome Editing: Understanding, Controlling, and Delivering Programmable Nucleases

TL;DR: Advancing the capabilities, safety, effectiveness, and therapeutic relevance of genome-engineering proteins will continue to rely on chemical biology strategies that manipulate their activity, specificity, and localization.
References
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Journal ArticleDOI

Regularization and variable selection via the elastic net

TL;DR: It is shown that the elastic net often outperforms the lasso, while enjoying a similar sparsity of representation, and an algorithm called LARS‐EN is proposed for computing elastic net regularization paths efficiently, much like algorithm LARS does for the lamba.
Journal ArticleDOI

The new frontier of genome engineering with CRISPR-Cas9

TL;DR: The power of the CRISPR-Cas9 technology to systematically analyze gene functions in mammalian cells, study genomic rearrangements and the progression of cancers or other diseases, and potentially correct genetic mutations responsible for inherited disorders is illustrated.
Journal ArticleDOI

Galaxy: a comprehensive approach for supporting accessible, reproducible, and transparent computational research in the life sciences

TL;DR: Galaxy Pages are interactive, web-based documents that provide users with a medium to communicate a complete computational analysis and provide support for capturing the context and intent of computational methods.
Journal ArticleDOI

Breaking the Code of DNA Binding Specificity of TAL-Type III Effectors

TL;DR: The functionality of a distinct type of DNA binding domain is described and allows the design ofDNA binding domains for biotechnology.
Journal ArticleDOI

Galaxy: A platform for interactive large-scale genome analysis

TL;DR: An interactive system, Galaxy, that combines the power of existing genome annotation databases with a simple Web portal to enable users to search remote resources, combine data from independent queries, and visualize the results.
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