Abstract
Streptococcus pyogenes Cas9 (SpCas9) is the most popular tool in gene editing; however, off-target mutagenesis is one of the biggest impediments in its application. In our previous study, we proposed the HH theory, which states that sgRNA/DNA hybrid (hybrid) extrusion-induced enhancement of hydrophobic interactions between the hybrid and REC3/HNH is a key factor in cleavage initiation. Based on the HH theory, we analyzed the interactions between the REC3 domain and hybrid and obtained 8 mutant sites. We designed 8 SpCas9 variants (V1–V8), used digital droplet PCR to assess SpCas9-induced DNA indels in human cells, and developed high-fidelity variants. Thus, the HH theory may be employed to further optimize SpCas9-mediated genome editing systems, and the resultant V3, V6, V7, and V8 SpCas9 variants may be valuable for applications requiring high-precision genome editing.
Similar content being viewed by others
REFERENCES
Komor A.C., Badran A.H., Liu D.R. 2017. CRISPR-based technologies for the manipulation of eukaryotic genomes. Cell. 169, 559.
Doudna J.A. 2020. The promise and challenge of therapeutic genome editing. Nature. 578, 229‒236.
Zhu X., Clarke R., Puppala A.K., Chittori S., Merk A., Merrill B.J., Simonovic M., Subramaniam S. 2019. Cryo-EM structures reveal coordinated domain motions that govern DNA cleavage by Cas9. Nat. Struct. Mol. Biol. 26, 679‒685.
Wang G., Li J. 2021. Review, analysis, and optimization of the CRISPR Streptococcus pyogenes Cas9 system. Med. Drug Discovery. 9, 100080. https://doi.org/10.1016/j.medidd.2021.100080
Mozo-Villarías A., Querol E. 2019. A protein self-assembly model guided by electrostatic and hydrophobic dipole moments. PLoS One. 14, e0216253.
Shashikala H.B.M., Chakravorty A., Alexov E. 2019. Modeling electrostatic force in protein−protein recognition. Front Mol. Biosci. 6, 94.
Grdadolnik J., Merzel F., Avbelj F. 2017. Origin of hydrophobicity and enhanced water hydrogen bond strength near purely hydrophobic solutes. Proc. Natl. Acad. Sci. U. S. A. 114, 322‒327.
Galamba N. 2013. Water’s structure around hydrophobic solutes and the iceberg model. J. Phys. Chem. B. 117, 2153‒2159.
Kinoshita M. 2009. Importance of translational entropy of water in biological self-assembly processes like protein folding. Int. J. Mol. Sci. 10, 1064‒1080.
Harano Y., Kinoshita M. 2004. Large gain in translational entropy of water is a major driving force in protein folding. Chem. Phys. Lett. 399, 342‒348. https://doi.org/10.1016/j.cplett.2004.09.140
Harano Y., Kinoshita M. 2005. Translational-entropy gain of solvent upon protein folding. Biophys. J. 89, 2701‒2710.
Feng B., Sosa R.P., Martensson A.K.F., Jiang K., Tong A., Dorfman K.D., Takahashi M., Lincoln P., Bustamante C.J., Westerlund F., Norden B. 2019. Hydrophobic catalysis and a potential biological role of DNA unstacking induced by environment effects. Proc. Natl. Acad. Sci. U. S. A. 116, 17169‒17174.
Yakovchuk P., Protozanova E., Frank-Kamenetskii M.D. 2006. Base-stacking and base-pairing contributions into thermal stability of the DNA double helix. Nucleic Acids Res. 34, 564‒574.
Vologodskii A., Frank-Kamenetskii M.D. 2018. DNA melting and energetics of the double helix. Phys. Life Rev. 25, 1‒21.
Chen J.S., Dagdas Y.S., Kleinstiver B.P., Welch M.M., Sousa A.A., Harrington L.B., Sternberg S.H., Joung J.K., Yildiz A., Doudna J.A. 2017. Enhanced proofreading governs CRISPR-Cas9 targeting accuracy. Nature. 550, 407‒410.
Kleinstiver B.P., Pattanayak V., Prew M.S., Tsai S.Q., Nguyen N.T., Zheng Z., Joung J.K. 2016. High-fidelity CRISPR-Cas9 nucleases with no detectable genome-wide off-target effects. Nature. 529, 490‒495.
Fu Y., Sander J.D., Reyon D., Cascio V.M., Joung J.K. 2014. Improving CRISPR-Cas nuclease specificity using truncated guide RNAs. Nat. Biotechnol. 32, 279‒284.
Slaymaker I.M., Gao L., Zetsche B., Scott D.A., Yan W.X., Zhang F. 2016. Rationally engineered Cas9 nucleases with improved specificity. Science. 351, 84‒88.
Guo M., Ren K., Zhu Y., Tang Z., Wang Y., Zhang B., Huang Z. 2019. Structural insights into a high fidelity variant of SpCas9. Cell Res. 29, 183‒192.
Wang G., Wang C., Chu T., Wu X., Anderson C.M., Huang D., Li J. 2023. Deleting specific residues from the HNH linkers creates a CRISPR-SpCas9 variant with high fidelity and efficiency. J. Biotechnol. 368, 42‒52.
Sykes P.J., Neoh S.H., Brisco M.J., Hughes E., Condon J., Morley A.A. 1992. Quantitation of targets for PCR by use of limiting dilution. Biotechniques. 13, 444‒449.
Rose J.C., Stephany J.J., Valente W.J., Trevillian B.M., Dang H.V., Bielas J.H., Maly D.J., Fowler D.M. 2017. Rapidly inducible Cas9 and DSB-ddPCR to probe editing kinetics. Nat. Methods. 14, 891‒896.
Miyaoka Y., Mayerl S.J., Chan A.H., Conklin B.R. 2018. Detection and quantification of HDR and NHEJ induced by genome editing at endogenous gene loci using droplet digital PCR. Methods Mol. Biol. 1768, 349‒362.
Wei C.T., Maly D.J., Fowler D.M. 2020. Temporal and rheostatic control of genome editing with a chemically-inducible Cas9. Methods Enzymol. 633, 119‒141.
Dibitetto D., La Monica M., Ferrari M., Marini F., Pellicioli A. 2018. Formation and nucleolytic processing of Cas9-induced DNA breaks in human cells quantified by droplet digital PCR. DNA Repair. 68, 68‒74.
Helfer-Hungerbuehler A.K., Shah J., Meili T., Boenzli E., Li P., Hofmann-Lehmann R. 2021. Adeno-associated vector-delivered CRISPR/SaCas9 system reduces feline leukemia virus production in vitro. Viruses. 13 (8), 1636.
Guschin D.Y., Waite A.J., Katibah G.E., Miller J.C., Holmes M.C., Rebar E.J. 2010. A rapid and general assay for monitoring endogenous gene modification. Methods Mol. Biol. 649, 247‒256.
Auer B., Kumar R., Schmidt J.R., Skinner J.L. 2007. Hydrogen bonding and Raman, IR, and 2D-IR spectroscopy of dilute HOD in liquid D2O. Proc. Natl. Acad. Sci. U. S. A. 104, 14215‒14220.
Shibata M., Nishimasu H., Kodera N., Hirano S., Ando T., Uchihashi T., Nureki O. 2017. Real-space and real-time dynamics of CRISPR-Cas9 visualized by high-speed atomic force microscopy. Nat. Commun. 8, 1430.
Nishimasu H., Ran F.A., Hsu P.D., Konermann S., Shehata S.I., Dohmae N., Ishitani R., Zhang F., Nureki O. 2014. Crystal structure of Cas9 in complex with guide RNA and target DNA. Cell. 156, 935‒949.
Palecz B. 2002. Enthalpic homogeneous pair interaction coefficients of L-alpha-amino acids as a hydrophobicity parameter of amino acid side chains. J. Am. Chem. Soc. 124, 6003‒6008.
Fauchère J.L., Charton M., Kier L.B., Verloop A., Pliska V. 1988. Amino acid side chain parameters for correlation studies in biology and pharmacology. Int. J. Pept. Protein Res. 32, 269‒278.
Fu Y., Foden J.A., Khayter C., Maeder M.L., Reyon D., Joung J.K., Sander J.D. 2013. High-frequency off-target mutagenesis induced by CRISPR-Cas nucleases in human cells. Nat. Biotechnol. 31, 822‒826.
Hsu P.D., Scott D.A., Weinstein J.A., Ran F.A., Konermann S., Agarwala V., Li Y., Fine E.J., Wu X., Shalem O., Cradick T.J., Marraffini L.A., Bao G., Zhang F. 2013. DNA targeting specificity of RNA-guided Cas9 nucleases. Nat. Biotechnol. 31, 827‒832.
Vakulskas C.A., Dever D.P., Rettig G.R., Turk R., Jacobi A.M., Collingwood M.A., Bode N.M., McNeill M.S., Yan S., Camarena J., Lee C.M., Park S.H., Wiebking V., Bak R.O., Gomez-Ospina N., Pavel-Dinu M., Sun W., Bao G., Porteus M.H., Behlke M.A. 2018. A high-fidelity Cas9 mutant delivered as a ribonucleoprotein complex enables efficient gene editing in human hematopoietic stem and progenitor cells. Nat. Med. 24, 1216‒1224.
Kulcsár P.I., Tálas A., Tóth E., Nyeste A., Ligeti Z., Welker Z., Welker E. 2020. Blackjack mutations improve the on-target activities of increased fidelity variants of SpCas9 with 5'G-extended sgRNAs. Nat. Commun. 11, 1223.
Funding
This work was supported by the Characteristic Innovation Project in General Colleges and Universities of Guangdong Province (2022KTSCX230), National Natural Science Foundation of China (Grant no. 81601654), Natural Science Foundation of Guangdong Province, China (Grant nos. 2014A030310090 and 2016A030313578), Medical Scientific Research Foundation of Guangdong Province, China (Grant no. A2015207), and Pearl River S&T Nova Program of Guangzhou (201806010037), Medical Science and Technology Research Foundation of Guangdong Province (no. A2023283), Nanshan District Science and Technology Plan Project (no. NS2022077).
Author information
Authors and Affiliations
Contributions
Guohua Wang: conceptualization, methodology, formal analysis, investigation, data curation, visualization, writing—original draft, review, and editing. Canmao Wang: methodology, conceptualization, investigation, writing— review and editing. Xinjun Wu: methodology, investigation, writing—review and editing. Teng Chu: methodology, writing—review and editing. Dongwei Huang: methodology and review. Juan Li: conceptualization, methodology, investigation, supervision, writing—original draft, review, and editing, funding acquisition.
Corresponding author
Ethics declarations
CONFLICT OF INTEREST
The authors declare that they have no conflicts of interest.
ETHICS APPROVAL AND CONSENT TO PARTICIPATE
The article does not contain any studies involving humans or animals in experiments performed by any of the authors.
ADDITIONAL INFORMATION
SpCas9 structures (PDB ID: 4OO8, 6O0Z, 6O0Y) were analyzed using PyMOL 2.4 (Schrödinger). All 3D structure figures were generated using PyMOL2.4 (Schrödinger).
Strains and plasmids are available upon request. The authors affirm that all data necessary for confirming the conclusions of the article are present within the article, figures, and tables.
Additional information
Publisher’s Note.
Pleiades Publishing remains neutral with regard to jurisdictional claims in published maps and institutional affiliations.
These authors contributed equally to this work.
Supplementary Information
The online version contains supplementary material available at https://doi.org/10.1134/S0026893324010187.
Rights and permissions
About this article
Cite this article
Wang, G.H., Wang, C.M., Wu, X.J. et al. The Development of SpCas9 Variants with High Specificity and Efficiency Based on the HH Theory. Mol Biol 58, 133–146 (2024). https://doi.org/10.1134/S0026893324010187
Received:
Revised:
Accepted:
Published:
Issue Date:
DOI: https://doi.org/10.1134/S0026893324010187