Engineering Synthetic Cis-Regulatory Elements for Precision Gene Expression

Typeresearch
AreaAICompBio
Published(YearMonth)2410
Sourcehttps://www.nature.com/articles/s41586-024-08070-z
Tagnewsletter
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Date(of entry)

This study presents a cutting-edge platform for designing synthetic cis-regulatory elements (CREs) that drive precise, cell-type-specific gene expression. Leveraging advancements in deep neural networks, in silico optimization, and massively parallel reporter assays, researchers engineered thousands of CREs and validated their performance in vitro and in vivo. These synthetic CREs outperformed natural genomic sequences in cell-type specificity, demonstrating distinct motif patterns that enhance target cell activity while reducing off-target effects. The findings offer a generalizable framework for creating programmable regulatory codes, paving the way for applications in targeted therapies and biotechnology requiring precise tissue specificity.