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Updated: Feb 27, 2026

CIRCLE-Seq for Interrogation of Off-Target Gene Editing
Published on: November 1, 2024
Computational Prediction of CRISPR/Cas9 Target Sites Reveals Potential Off-Target Risks in Human and Mouse
Qingbo Wang1, Kumiko Ui-Tei2,3,4
1Department of Bioinformatics and Systems Biology, Faculty of Science, The University of Tokyo, Tokyo, Japan.
Abstract:
The clustered regularly interspaced short palindromic repeat (CRISPR)/CRISPR-associated (Cas) system is a prominent genome engineering technology. In the CRISPR/Cas system, the RNA-guided endonuclease Cas protein introduces a DNA double-stranded break at the genome position recognized by a guide RNA (gRNA) based on complementary base-pairing of about 20-nucleotides in length. The 8- or 12-mer gRNA sequence in the proximal region is especially important for target recognition, and the genes with sequence complementarity to such regions are often disrupted. To carry out target site-specific genome editing, we released the CRISPRdirect ( http://crispr.dbcls.jp /) website. This website allows us to select target site-specific gRNA sequences by performing exhaustive searches against entire genomic sequences. In this study, target site-specific gRNA sequences were designed for human, mouse, Drosophila melanogaster, and Caenorhabditis elegans. The calculation results revealed that at least five gRNA sequences, each of them having only one perfectly complementary site in the whole genome, could be designed for more than 95% of genes, regardless of the organism. Next, among those gRNAs, we selected gRNAs that did not have any other complementary site to the unique 12-mer proximal sequences to avoid possible off-target effects. This computational prediction revealed that target site-specific gRNAs are selectable for the majority of genes in D. melanogaster and C. elegans. However, for >50% of genes in humans and mice, there are no target sites without possible off-target effects.
Insights
The CRISPRdirect website aids genome engineering by identifying specific guide RNA sequences. While effective for many genes in model organisms, it reveals limitations in human and mouse gene targeting due to potential off-target effects.
Area of Science:
- Genomics
- Molecular Biology
- Bioinformatics
Background:
- The clustered regularly interspaced short palindromic repeat (CRISPR)/CRISPR-associated (Cas) system is a powerful genome engineering tool.
- Guide RNA (gRNA) sequences, particularly the 8- or 12-mer proximal region, are critical for target recognition and DNA double-stranded breaks mediated by Cas proteins.
Purpose of the Study:
- To develop and evaluate a computational method for selecting target site-specific gRNA sequences for genome editing.
- To assess the feasibility of designing unique gRNAs across different species, considering potential off-target effects.
Main Methods:
- Utilized the CRISPRdirect website for exhaustive searches of genomic sequences to identify target site-specific gRNA sequences.
- Designed gRNAs for human, mouse, Drosophila melanogaster, and Caenorhabditis elegans.
- Filtered gRNAs to minimize off-target effects by selecting those lacking complementary sites in the unique 12-mer proximal region.
Main Results:
- Over 95% of genes in all tested organisms could be targeted with at least five gRNA sequences having a single perfect genomic match.
- Target site-specific gRNAs without potential off-target effects were selectable for the majority of genes in D. melanogaster and C. elegans.
- More than 50% of human and mouse genes lacked target sites free from potential off-target effects.
Conclusions:
- CRISPRdirect facilitates the design of specific gRNAs for genome editing across various organisms.
- While highly effective in model organisms like D. melanogaster and C. elegans, the selection of unique gRNAs for human and mouse genes is significantly constrained by potential off-target effects.
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