Xiang Tongjun, Feng Huibao, Xing Xin-Hui, Zhang Chong
MOE Key Laboratory for Industrial Biocatalysis, Institute of Biochemical Engineering, Department of Chemical Engineering, Tsinghua University, Beijing, 100084, China.
Department of Chemical and Biomolecular Engineering, University of California Los Angeles, Los Angeles, CA, 90095, USA.
BMC Bioinformatics. 2025 Jan 3;26(1):1. doi: 10.1186/s12859-024-06012-0.
CRISPRi screening has become a powerful approach for functional genomic research. However, the off-target effects resulting from the mismatch tolerance between sgRNAs and their intended targets is a primary concern in CRISPRi applications.
We introduce Guide Library Designer (GLiDe), a web-based tool specifically created for the genome-scale design of sgRNA libraries tailored for CRISPRi screening in prokaryotic organisms. GLiDe incorporates a robust quality control framework, rooted in prior experimental knowledge, ensuring the accurate identification of off-target hits. It boasts an extensive built-in database, encompassing 1,397 common prokaryotic species as a comprehensive design resource. It also provides the capability to design sgRNAs for newly discovered organisms by accepting uploaded design resource. We further demonstrated that GLiDe exhibits enhanced precision in identifying off-target binding sites for the CRISPRi system.
We present a web server that allows the construction of genome-scale CRISPRi sgRNA libraries for prokaryotes. It mitigates off-target effects through a robust quality control framework, leveraging prior experimental knowledge within an end-to-end, user-friendly pipeline.
CRISPRi筛选已成为功能基因组学研究的一种强大方法。然而,sgRNA与其预期靶标之间的错配耐受性所导致的脱靶效应是CRISPRi应用中的一个主要问题。
我们推出了Guide Library Designer(GLiDe),这是一种基于网络的工具,专门为在原核生物中进行CRISPRi筛选而设计的sgRNA文库的基因组规模设计创建。GLiDe纳入了一个强大的质量控制框架,该框架基于先前的实验知识,可确保准确识别脱靶命中。它拥有一个广泛的内置数据库,涵盖1397种常见原核生物作为全面的设计资源。它还能够通过接受上传的设计资源为新发现的生物体设计sgRNA。我们进一步证明,GLiDe在识别CRISPRi系统的脱靶结合位点方面表现出更高的精度。
我们展示了一个网络服务器,它允许构建用于原核生物的基因组规模的CRISPRi sgRNA文库。它通过一个强大的质量控制框架减轻脱靶效应,在一个端到端、用户友好的流程中利用先前的实验知识。