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Whole genome analysis for 163 gRNAs in Cas9-edited mice reveals minimal off-target activity.

Communications biology | 2023

Genome editing with CRISPR-associated (Cas) proteins holds exceptional promise for "correcting" variants causing genetic disease. To realize this promise, off-target genomic changes cannot occur during the editing process. Here, we use whole genome sequencing to compare the genomes of 50 Cas9-edited founder mice to 28 untreated control mice to assess the occurrence of S. pyogenes Cas9-induced off-target mutagenesis. Computational analysis of whole-genome sequencing data detects 26 unique sequence variants at 23 predicted off-target sites for 18/163 guides used. While computationally detected variants are identified in 30% (15/50) of Cas9 gene-edited founder animals, only 38% (10/26) of the variants in 8/15 founders validate by Sanger sequencing. In vitro assays for Cas9 off-target activity identify only two unpredicted off-target sites present in genome sequencing data. In total, only 4.9% (8/163) of guides tested have detectable off-target activity, a rate of 0.2 Cas9 off-target mutations per founder analyzed. In comparison, we observe ~1,100 unique variants in each mouse regardless of genome exposure to Cas9 indicating off-target variants comprise a small fraction of genetic heterogeneity in Cas9-edited mice. These findings will inform future design and use of Cas9-edited animal models as well as provide context for evaluating off-target potential in genetically diverse patient populations.

Pubmed ID: 37301944 RIS Download

Associated grants

  • Agency: NCI NIH HHS, United States
    Id: P30 CA125123
  • Agency: NHGRI NIH HHS, United States
    Id: UM1 HG006348
  • Agency: NIH HHS, United States
    Id: UM1 OD023222
  • Agency: NIH HHS, United States
    Id: UM1 OD023221

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This is a list of tools and resources that we have found mentioned in this publication.


GATK (tool)

RRID:SCR_001876

A software package to analyze next-generation resequencing data. The toolkit offers a wide variety of tools, with a primary focus on variant discovery and genotyping as well as strong emphasis on data quality assurance. Its robust architecture, powerful processing engine and high-performance computing features make it capable of taking on projects of any size. This software library makes writing efficient analysis tools using next-generation sequencing data very easy, and second it's a suite of tools for working with human medical resequencing projects such as 1000 Genomes and The Cancer Genome Atlas. These tools include things like a depth of coverage analyzers, a quality score recalibrator, a SNP/indel caller and a local realigner. (entry from Genetic Analysis Software)

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dbSNP (tool)

RRID:SCR_002338

Database as central repository for both single base nucleotide substitutions and short deletion and insertion polymorphisms. Distinguishes report of how to assay SNP from use of that SNP with individuals and populations. This separation simplifies some issues of data representation. However, these initial reports describing how to assay SNP will often be accompanied by SNP experiments measuring allele occurrence in individuals and populations. Community can contribute to this resource.

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SnpEff (tool)

RRID:SCR_005191

Genetic variant annotation and effect prediction software toolbox that annotates and predicts effects of variants on genes (such as amino acid changes). By using standards, such as VCF, SnpEff makes it easy to integrate with other programs.

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CMMR - Canadian Mouse Mutant Repository (tool)

RRID:SCR_006144

Central repository for the physical archive and distribution of cryopreserved ES cells, spermatozoa, ova, embryos, and non-germ cell tissue DNA generated by Canada''''s mouse genome effort. The CMMR acts in coordination with other repositories worldwide and is establishing a nation-wide network of repository nodes to house sub-sets of the resources generated across Canada. The CMMR is the repository and distribution center for the North American Conditional Mouse Mutagenesis project (NorCOMM). The CMMR also collects and stores somatic tissue from mouse models in a variety of formats (fixed, embedded, and glass-slide mounted) enabling world wide access to specimens from established mouse models. Services include: * Embryo cryopreservation and recovery * Ovary cryopreservation and recovery * Ovary transplant * Sperm cryopreservation and recovery * Strain services, including rederivation by IVF, speed expansion and strain rescue * NorCOMM ES cell withdrawal * Non-NorCOMM ES cell expansion

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FastQC (tool)

RRID:SCR_014583

Quality control software that perform checks on raw sequence data coming from high throughput sequencing pipelines. This software also provides a modular set of analyses which can give a quick impression of the quality of the data prior to further analysis.

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ggplot2 (tool)

RRID:SCR_014601

Open source software package for statistical programming language R to create plots based on grammar of graphics. Used for data visualization to break up graphs into semantic components such as scales and layers.

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European Variation Archive (EVA) (tool)

RRID:SCR_017425

Open access database of all types of genetic variation data from all species. Users can download data from any study, or submit their own data to archive. You can also query all variants by study, gene, chromosomal location or dbSNP identifier using our Variant Browser.

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C57BL/6N (tool)

RRID:MGI:2159965

laboratory mouse with name C57BL/6N from MGI.

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Mutant Mouse Resource and Research Center (biomaterial supply resource)

RRID:SCR_002953

National public repository system for mutant mice. Archives and distributes scientifically valuable spontaneous and induced mutant mouse strains and ES cell lines for use by biomedical research community. Includes breeding/distribution facilities and information coordinating center. Mice strains are cryopreserved, unless live colony must be established. Live mice are supplied from production colony, from colony recovered from cryopreservation, or via micro-injection of cell line into host blastocysts. MMRRC member facilities also develop technologies to improve handling of mutant mice, including advances in assisted reproductive techniques, cryobiology, genetic analysis, phenotyping and infectious disease diagnostics.

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