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Amplification-free Long-read Sequencing Reveals Unforeseen CRISPR-Cas9 Off-target Activity

Overview
Journal Genome Biol
Specialties Biology
Genetics
Date 2020 Dec 2
PMID 33261648
Citations 23
Authors
Affiliations
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Abstract

Background: One ongoing concern about CRISPR-Cas9 genome editing is that unspecific guide RNA (gRNA) binding may induce off-target mutations. However, accurate prediction of CRISPR-Cas9 off-target activity is challenging. Here, we present SMRT-OTS and Nano-OTS, two novel, amplification-free, long-read sequencing protocols for detection of gRNA-driven digestion of genomic DNA by Cas9 in vitro.

Results: The methods are assessed using the human cell line HEK293, re-sequenced at 18x coverage using highly accurate HiFi SMRT reads. SMRT-OTS and Nano-OTS are first applied to three different gRNAs targeting HEK293 genomic DNA, resulting in a set of 55 high-confidence gRNA cleavage sites identified by both methods. Twenty-five of these sites are not reported by off-target prediction software, either because they contain four or more single nucleotide mismatches or insertion/deletion mismatches, as compared with the human reference. Additional experiments reveal that 85% of Cas9 cleavage sites are also found by other in vitro-based methods and that on- and off-target sites are detectable in gene bodies where short-reads fail to uniquely align. Even though SMRT-OTS and Nano-OTS identify several sites with previously validated off-target editing activity in cells, our own CRISPR-Cas9 editing experiments in human fibroblasts do not give rise to detectable off-target mutations at the in vitro-predicted sites. However, indel and structural variation events are enriched at the on-target sites.

Conclusions: Amplification-free long-read sequencing reveals Cas9 cleavage sites in vitro that would have been difficult to predict using computational tools, including in dark genomic regions inaccessible by short-read sequencing.

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References
1.
Shi L, Guo Y, Dong C, Huddleston J, Yang H, Han X . Long-read sequencing and de novo assembly of a Chinese genome. Nat Commun. 2016; 7:12065. PMC: 4931320. DOI: 10.1038/ncomms12065. View

2.
Iyer V, Boroviak K, Thomas M, Doe B, Riva L, Ryder E . No unexpected CRISPR-Cas9 off-target activity revealed by trio sequencing of gene-edited mice. PLoS Genet. 2018; 14(7):e1007503. PMC: 6057650. DOI: 10.1371/journal.pgen.1007503. View

3.
Audano P, Sulovari A, Graves-Lindsay T, Cantsilieris S, Sorensen M, Welch A . Characterizing the Major Structural Variant Alleles of the Human Genome. Cell. 2019; 176(3):663-675.e19. PMC: 6438697. DOI: 10.1016/j.cell.2018.12.019. View

4.
Strohkendl I, Saifuddin F, Rybarski J, Finkelstein I, Russell R . Kinetic Basis for DNA Target Specificity of CRISPR-Cas12a. Mol Cell. 2018; 71(5):816-824.e3. PMC: 6679935. DOI: 10.1016/j.molcel.2018.06.043. View

5.
Chen C, Rodiger J, Chung V, Viswanatha R, Mohr S, Hu Y . SNP-CRISPR: A Web Tool for SNP-Specific Genome Editing. G3 (Bethesda). 2019; 10(2):489-494. PMC: 7003079. DOI: 10.1534/g3.119.400904. View