CRISPR-Cas9 Cleavage Efficiency Correlates Strongly with Target-sgRNA Folding Stability: from Physical Mechanism to Off-target Assessment
Authors
Affiliations
The CRISPR/Cas9 complex, a bacterial immune response system, has been widely adopted for RNA-guided genome editing and transcription regulation in applications such as targeted genome modification and site-directed mutagenesis. However, the physical basis for its target specificity is not fully understood. In this study, based on a statistical mechanical analysis for the whole ensemble of sgRNA-target complex conformations, we identify a strong correlation between Cas9 cleavage efficiency and the stability of the DNA-RNA (R-loop) complex structures, with a Pearson correlation coefficient ranging from 0.775 to 0.886 for the tested systems. The finding leads to quantitative insights into important experimental results, such as the greater Cas9 tolerance to single-base mismatches in PAM-distal region than to PAM-proximal region and the high specificity and efficiency for shorter protospacers. Moreover, the results from the genome-wide off-target assessments, compared with other off-target scoring tools, indicate that the statistical mechanics-based approach provides more reliable off-target analyses and sgRNA design. To facilitate the genome engineering applications, a new web-based tool for genome-wide off-target assessment is established.
Yang Z, Zhang Z, Li J, Chen W, Liu C Brief Bioinform. 2024; 25(2).
PMID: 38426328 PMC: 10905519. DOI: 10.1093/bib/bbae066.
Machine learning in the estimation of CRISPR-Cas9 cleavage sites for plant system.
Das J, Kumar S, Mishra D, Chaturvedi K, Paul R, Kairi A Front Genet. 2023; 13:1085332.
PMID: 36699447 PMC: 9868961. DOI: 10.3389/fgene.2022.1085332.
Elevated expression of exogenous RAD51 enhances the CRISPR/Cas9-mediated genome editing efficiency.
Park S, Yoon S, Choi E, Hyeon H, Lee K, Kim K BMB Rep. 2022; 56(2):102-107.
PMID: 36513383 PMC: 9978361.
Online Databases of Genome Editing in Cardiovascular and Metabolic Diseases.
Carrillo-Rodriguez P, Martinez-Lopez J, Gomez-Hernandez L, Boraita-Morales L, Uceda-Molina M, Cuenca-Bermejo I Adv Exp Med Biol. 2022; 1396:19-33.
PMID: 36454457 DOI: 10.1007/978-981-19-5642-3_2.
DeWeirdt P, McGee A, Zheng F, Nwolah I, Hegde M, Doench J Nat Commun. 2022; 13(1):5255.
PMID: 36068235 PMC: 9448816. DOI: 10.1038/s41467-022-33024-2.