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Genome editing technologies allow scientists to modify an organism’s DNA via the addition, removal, or rearrangement of genetic material at specific genomic locations. These types of techniques could potentially be used to cure genetic disorders such as hemophilia and sickle cell anemia. One popular and widely used DNA-editing research tool that could lead to safe and effective cures for genetic disorders is the CRISPR-Cas9 system. CRISPR-Cas9 stands for Clustered Regularly Interspaced...
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Updated: May 23, 2025

Enhanced Genome Editing with Cas9 Ribonucleoprotein in Diverse Cells and Organisms
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通过编辑可塑性来精确工程基因表达.

Yang Qiu1,2, Lifen Liu2,3, Jiali Yan1,2

  • 1National Key Laboratory of Crop Genetic Improvement, Huazhong Agricultural University, Wuhan, 430070, China.

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概括

科学家们开发了一种计算框架,可以准确地预测和利用 cis 调节元件 (CREs) 来精确控制基因表达. 这推动了以知识为导向的基因编辑,使作物特征能够超越自然变异.

关键词:
这就是为什么CRE CRE CRE深度学习是一种深度学习.编辑可塑性的编辑在 Insilico 编辑方案中使用 Insilico 编辑方案.准确的规则准确的规则.在UMI-STARR-seqq中使用.

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科学领域:

  • 植物分子生物学 植物分子生物学
  • 基因组学就是基因组学.
  • 生物信息学是一种生物信息学.

背景情况:

  • 识别调节元件 (CREs) 对于理解和操纵基因表达至关重要.
  • 这种知识对于基因工程和改善作物特征至关重要.

研究的目的:

  • 为准确预测和利用CREs开发一个计算框架.
  • 为了实现基因表达的精确调节,超越自然变异,以改善作物.

主要方法:

  • 开发了两种深度学习模型来识别远端和近端CREs.
  • 使用UMI-STARR-seq.验证了许多远端CREs的增强剂活性.
  • 引入了"编辑可塑性"的概念,以评估促销者编辑潜力.

主要成果:

  • 准确预测CREs及其对基因表达的影响.
  • 证明了超越自然变异的精确基因表达调节.
  • 成功地应用了框架来设计最佳的表型,以玉米中的ZmVTE4为例.

结论:

  • 为知识引导的基因编辑提供了一个强大的计算框架.
  • 实现了针对性基因修饰的CREs的可靠预测和验证.
  • 通过精确的基因调节,提供一种工具来增强所需的作物特征.