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

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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Publication Details

Journal
BMC Genomics
Published
2025-02-26
DOI
https://doi.org/10.1186/s12864-025-11386-3
Citations
10
Primary Topic
CRISPR and Genetic Engineering
Type
article
Field-Weighted Citation Impact
8.06
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article

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

Khalid Saeed, Gregory J. Hannon, David Walter, Douglas Ross‐Thriepland et al.
10 citations
BMC Genomics
CRISPR and Genetic Engineering
8.06
article

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

Khalid Saeed, Gregory J. Hannon, David Walter, Douglas Ross‐Thriepland, Alex T. Kalinka, Ultan McDermott, Sebastian Łukasiak, Angelos Papadopoulos, Nikhil Gupta
article en
10 citations

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.

BMC GenomicsVol. 26(1)
AstraZeneca (United Kingdom) (GB), Cancer Research UK Cambridge Center (GB), Genomics (United Kingdom) (GB)
Openalex Percentile: Top 2%
CRISPR and Genetic Engineering
8.06
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A benchmark comparison of CRISPRn guide-RNA design algorithms and generation of small single and dual-targeting libraries to boost screening efficiency — Khalid Saeed, Gregory J. Hannon, et al. · BMC Genomics (2025) | TGRS Research Map | TGRS