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模拟结果预测,对于相同而非异质的gRNA靶位点,CRISPRi在植物中对转录的抑制作用更强。

Simulations predict stronger CRISPRi transcriptional repression in plants for identical than heterogeneous gRNA target sites.

作者信息

Scott Helen, Occhialini Alessandro, Lenaghan Scott C, Beal Jacob

机构信息

Intelligent Software and Systems, RTX BBN Technologies, 10 Moulton St., Cambridge, MA 02138, USA.

Department of Plant Sciences, University of Tennessee, Knoxville, TN 37996, USA.

出版信息

Synth Biol (Oxf). 2025 Apr 18;10(1):ysae020. doi: 10.1093/synbio/ysae020. eCollection 2025.

Abstract

Plant synthetic biologists have been working to adapt the CRISPRa and CRISPRi promoter regulation methods for applications such as improving crops or installing other valuable pathways. With other organisms, strong transcriptional control has typically required multiple gRNA target sites, which poses a critical engineering choice between heterogeneous sites, which allow each gRNA to target existing locations in a promoter, and identical sites, which typically require modification of the promoter. Here, we investigate the consequences of this choice for CRISPRi plant promoter regulation via simulation-based analysis, using model parameters based on single gRNA regulation and constitutive promoters in and . Using models of 2-6 gRNA target sites to compare heterogeneous versus identical sites for tunability, sensitivity to parameter values, and sensitivity to cell-to-cell variation, we find that identical gRNA target sites are predicted to yield far more effective transcriptional repression than heterogeneous sites.

摘要

植物合成生物学家一直在努力将CRISPRa和CRISPRi启动子调控方法应用于作物改良或引入其他有价值的途径等领域。对于其他生物体而言,强大的转录控制通常需要多个gRNA靶位点,这在异质位点(允许每个gRNA靶向启动子中的现有位置)和相同位点(通常需要对启动子进行修饰)之间构成了关键的工程选择。在此,我们通过基于模拟的分析来研究这一选择对CRISPRi植物启动子调控的影响,使用基于单gRNA调控和[具体文献1]及[具体文献2]中组成型启动子的模型参数。利用2 - 6个gRNA靶位点的模型来比较异质位点和相同位点在可调性、对参数值的敏感性以及对细胞间变异的敏感性,我们发现预测相同的gRNA靶位点比异质位点能产生更有效的转录抑制。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/9532/12007490/9d6c10507fe0/ysae020f4.jpg

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