A benchmark comparison of CRISPRn guide-RNA design algorithms and generation of small single and dual-targeting libraries to boost screening efficiency.

IF 3.7 2区 生物学 Q2 BIOTECHNOLOGY & APPLIED MICROBIOLOGY BMC Genomics Pub Date : 2025-02-26 DOI:10.1186/s12864-025-11386-3
Sebastian Lukasiak, Alex Kalinka, Nikhil Gupta, Angelos Papadopoulos, Khalid Saeed, Ultan McDermott, Gregory James Hannon, Douglas Ross-Thriepland, David Walter
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Abstract

Genome-wide CRISPR sgRNA libraries have emerged as transformative tools to systematically probe gene function. While these libraries have been iterated over time to be more efficient, their large size limits their use in some applications. Here, we benchmarked publicly available genome-wide single-targeting sgRNA libraries and evaluated dual targeting as a strategy for pooled CRISPR loss-of-function screens. We leveraged this data to design two minimal genome-wide human CRISPR-Cas9 libraries that are 50% smaller than other libraries and that preserve specificity and sensitivity, thus enabling broader deployment at scale.

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CRISPRn guide-RNA设计算法的基准比较以及小的单靶向和双靶向文库的生成以提高筛选效率。
全基因组CRISPR sgRNA文库已成为系统探索基因功能的变革性工具。虽然随着时间的推移,这些库不断迭代以提高效率,但它们的大尺寸限制了它们在某些应用程序中的使用。在这里,我们对公开可用的全基因组单靶向sgRNA文库进行基准测试,并评估双靶向作为汇集CRISPR功能丧失筛选的策略。我们利用这些数据设计了两个最小的全基因组人类CRISPR-Cas9文库,它们比其他文库小50%,并且保持了特异性和敏感性,从而能够在更大范围内进行部署。
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来源期刊
BMC Genomics
BMC Genomics 生物-生物工程与应用微生物
CiteScore
7.40
自引率
4.50%
发文量
769
审稿时长
6.4 months
期刊介绍: BMC Genomics is an open access, peer-reviewed journal that considers articles on all aspects of genome-scale analysis, functional genomics, and proteomics. BMC Genomics is part of the BMC series which publishes subject-specific journals focused on the needs of individual research communities across all areas of biology and medicine. We offer an efficient, fair and friendly peer review service, and are committed to publishing all sound science, provided that there is some advance in knowledge presented by the work.
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