The Development, Optimization and Future of Prime Editing
Abstract
1. Introduction
2. Optimization of pegRNA Design

3. Optimization of Prime Editor
4. Next Generation of Prime Editing
5. Conclusions
Author Contributions
Funding
Conflicts of Interest
References
- Doudna, J.A.; Charpentier, E. The New Frontier of Genome Engineering with CRISPR-Cas9. Science 2014, 346, 1258096. [Google Scholar] [CrossRef] [Scilit]
- Xie, H.; Tang, L.; He, X.; Liu, X.; Zhou, C.; Liu, J.; Ge, X.; Li, J.; Liu, C.; Zhao, J.; et al. SaCas9 Requires 5′-NNGRRT-3′ PAM for Sufficient Cleavage and Possesses Higher Cleavage Activity than SpCas9 or FnCpf1 in Human Cells. Biotechnol. J. 2018, 13, 1700561. [Google Scholar] [CrossRef] [Scilit]
- Anzalone, A.V.; Randolph, P.B.; Davis, J.R.; Sousa, A.A.; Koblan, L.W.; Levy, J.M.; Chen, P.J.; Wilson, C.; Newby, G.A.; Raguram, A.; et al. Search-and-Replace Genome Editing without Double-Strand Breaks or Donor DNA. Nature 2019, 576, 149–157. [Google Scholar] [CrossRef] [Scilit]
- Liu, P.; Liang, S.Q.; Zheng, C.; Mintzer, E.; Zhao, Y.G.; Ponnienselvan, K.; Mir, A.; Sontheimer, E.J.; Gao, G.; Flotte, T.R.; et al. Improved Prime Editors Enable Pathogenic Allele Correction and Cancer Modelling in Adult Mice. Nat. Commun. 2021, 12, 2121. [Google Scholar] [CrossRef] [Scilit]
- Chen, P.J.; Hussmann, J.A.; Yan, J.; Knipping, F.; Ravisankar, P.; Chen, P.F.; Chen, C.; Nelson, J.W.; Newby, G.A.; Sahin, M.; et al. Enhanced Prime Editing Systems by Manipulating Cellular Determinants of Editing Outcomes. Cell 2021, 184, 5635–5652. [Google Scholar] [CrossRef] [Scilit]
- Ferreira da Silva, J.; Oliveira, G.P.; Arasa-Verge, E.A.; Kagiou, C.; Moretton, A.; Timelthaler, G.; Jiricny, J.; Loizou, J.I. Prime Editing Efficiency and Fidelity Are Enhanced in the Absence of Mismatch Repair. Nat. Commun. 2022, 13, 760. [Google Scholar] [CrossRef] [Scilit]
- Chen, R.; Cao, Y.; Liu, Y.; Zhao, D.; Li, J.; Cheng, Z.; Bi, C.; Zhang, X. Enhancement of a Prime Editing System via Optimal Recruitment of the Pioneer Transcription Factor P65. Nat. Commun. 2023, 14, 257. [Google Scholar] [CrossRef] [Scilit]
- Furuta, T.; Hayward, R.L.; Meng, L.H.; Takemura, H.; Aune, G.J.; Bonner, W.M.; Aladjem, M.I.; Kohn, K.W.; Pommier, Y. P21CDKN1A Allows the Repair of Replication-Mediated DNA Double-Strand Breaks Induced by Topoisomerase I and Is Inactivated by the Checkpoint Kinase Inhibitor 7-Hydroxystaurosporine. Oncogene 2006, 25, 2839–2849. [Google Scholar] [CrossRef] [Scilit]
- Sretenovic, S.; Qi, Y. Plant Prime Editing Goes Prime. Nat. Plants 2022, 8, 20–22. [Google Scholar] [CrossRef] [Scilit]
- Wang, Q.; Liu, J.; Janssen, J.M.; Tasca, F.; Mei, H.; Gonçalves, M.A.F.V. Broadening the Reach and Investigating the Potential of Prime Editors through Fully Viral Gene-Deleted Adenoviral Vector Delivery. Nucleic Acids Res. 2021, 49, 11986–12001. [Google Scholar] [CrossRef] [Scilit]
- Iyama, T.; Wilson, D.M. DNA Repair Mechanisms in Dividing and Non-Dividing Cells. DNA Repair 2013, 12, 620–636. [Google Scholar] [CrossRef] [Scilit]
- Liu, B.; Dong, X.; Cheng, H.; Zheng, C.; Chen, Z.; Rodríguez, T.C.; Liang, S.Q.; Xue, W.; Sontheimer, E.J. A Split Prime Editor with Untethered Reverse Transcriptase and Circular RNA Template. Nat. Biotechnol. 2022, 40, 1388–1393. [Google Scholar] [CrossRef] [Scilit] [PubMed]
- Zhi, S.; Chen, Y.; Wu, G.; Wen, J.; Wu, J.; Liu, Q.; Li, Y.; Kang, R.; Hu, S.; Wang, J.; et al. Dual-AAV Delivering Split Prime Editor System for in Vivo Genome Editing. Mol. Ther. 2022, 30, 283–294. [Google Scholar] [CrossRef] [Scilit] [PubMed]
- She, K.; Liu, Y.; Zhao, Q.; Jin, X.; Yang, Y.; Su, J.; Li, R.; Song, L.; Xiao, J.; Yao, S.; et al. Dual-AAV Split Prime Editor Corrects the Mutation and Phenotype in Mice with Inherited Retinal Degeneration. Signal Transduct. Target. Ther. 2023, 8, 57. [Google Scholar] [CrossRef] [Scilit] [PubMed]
- Davis, J.R.; Banskota, S.; Levy, J.M.; Newby, G.A.; Wang, X.; Anzalone, A.V.; Nelson, A.T.; Chen, P.J.; Hennes, A.D.; An, M.; et al. Efficient Prime Editing in Mouse Brain, Liver and Heart with Dual AAVs. Nat. Biotechnol. 2023. Online Ahead of Print. [Google Scholar] [CrossRef] [Scilit]
- Jang, G.; Shin, H.R.; Do, H.S.; Kweon, J.; Hwang, S.; Kim, S.; Heo, S.H.; Kim, Y.; Lee, B.H. Therapeutic Gene Correction for Lesch-Nyhan Syndrome Using CRISPR-Mediated Base and Prime Editing. Mol. Ther. Nucleic Acids 2023, 31, 586–595. [Google Scholar] [CrossRef] [Scilit]
- Dong, W.; Kantor, B. Lentiviral Vectors for Delivery of Gene-Editing Systems Based on Crispr/Cas: Current State and Perspectives. Viruses 2021, 13, 1288. [Google Scholar] [CrossRef] [Scilit]
- Gao, Z.; Haldrup, J.; Ravendran, S.; Mikkelsen, N.S.; Mikkelsen, J.G.; Bak, R.O. A Truncated Reverse Transcriptase Enhances Prime Editing by Split AAV Vectors. Mol. Ther. 2022, 30, 2942–2951. [Google Scholar] [CrossRef] [Scilit]
- Koeppel, J.; Weller, J.; Peets, E.M.; Pallaseni, A.; Kuzmin, I.; Raudvere, U.; Peterson, H.; Liberante, F.G.; Parts, L. Prediction of Prime Editing Insertion Efficiencies Using Sequence Features and DNA Repair Determinants. Nat. Biotechnol. 2023, 41, 1446–1456. [Google Scholar] [CrossRef] [Scilit]
- Morris, J.A.; Rahman, J.A.; Guo, X.; Sanjana, N.E. Automated Design of CRISPR Prime Editors for 56,000 Human Pathogenic Variants. iScience 2021, 24, 103380. [Google Scholar] [CrossRef] [Scilit]
- Chow, R.D.; Chen, J.S.; Shen, J.; Chen, S. A Web Tool for the Design of Prime-Editing Guide RNAs. Nat. Biomed. Eng. 2021, 5, 190–194. [Google Scholar] [CrossRef] [Scilit]
- Hsu, J.Y.; Grünewald, J.; Szalay, R.; Shih, J.; Anzalone, A.V.; Lam, K.C.; Shen, M.W.; Petri, K.; Liu, D.R.; Keith Joung, J.; et al. PrimeDesign Software for Rapid and Simplified Design of Prime Editing Guide RNAs. Nat. Commun. 2021, 12, 8–13. [Google Scholar] [CrossRef] [Scilit] [PubMed]
- Zhu, L.J.; Holmes, B.R.; Aronin, N.; Brodsky, M.H. CRISPRseek: A Bioconductor Package to Identify Target-Specific Guide RNAs for CRISPR-Cas9 Genome-Editing Systems. PLoS ONE 2014, 9, e108424. [Google Scholar] [CrossRef] [Scilit] [PubMed]
- Bhagwat, A.M.; Graumann, J.; Wiegandt, R.; Bentsen, M.; Welker, J.; Kuenne, C.; Preussner, J.; Braun, T.; Looso, M. Multicrispr: GRNA Design for Prime Editing and Parallel Targeting of Thousands of Targets. Life Sci. Alliance 2020, 3, e202000757. [Google Scholar] [CrossRef] [Scilit] [PubMed]
- Standage-Beier, K.; Tekel, S.J.; Brafman, D.A.; Wang, X. Prime Editing Guide RNA Design Automation Using PINE-CONE. ACS Synth. Biol. 2021, 10, 422–427. [Google Scholar] [CrossRef] [Scilit] [PubMed]
- Hwang, G.H.; Jeong, Y.K.; Habib, O.; Hong, S.A.; Lim, K.; Kim, J.S.; Bae, S. PE-Designer and PE-Analyzer: Web-Based Design and Analysis Tools for CRISPR Prime Editing. Nucleic Acids Res. 2021, 49, W499–W504. [Google Scholar] [CrossRef] [Scilit]
- Siegner, S.M.; Karasu, M.E.; Schröder, M.S.; Kontarakis, Z.; Corn, J.E. PnB Designer: A Web Application to Design Prime and Base Editor Guide RNAs for Animals and Plants. BMC Bioinform. 2021, 22, 101. [Google Scholar] [CrossRef] [Scilit]
- Anderson, M.V.; Haldrup, J.; Thomsen, E.A.; Wolff, J.H.; Mikkelsen, J.G. PegIT—A Web-Based Design Tool for Prime Editing. Nucleic Acids Res. 2021, 49, W505–W509. [Google Scholar] [CrossRef] [Scilit]
- Li, Y.; Chen, J.; Tsai, S.Q.; Cheng, Y. Easy-Prime: A Machine Learning–Based Prime Editor Design Tool. Genome Biol. 2021, 22, 235. [Google Scholar] [CrossRef] [Scilit]
- Jin, S.; Lin, Q.; Gao, Q.; Gao, C. Optimized Prime Editing in Monocot Plants Using PlantPegDesigner and Engineered Plant Prime Editors (EPPEs). Nat. Protoc. 2023, 18, 831–853. [Google Scholar] [CrossRef] [Scilit]
- Liu, Y.; Yang, G.; Huang, S.; Li, X.; Wang, X.; Li, G.; Chi, T.; Chen, Y.; Huang, X.; Wang, X. Enhancing Prime Editing by Csy4-Mediated Processing of PegRNA. Cell Res. 2021, 31, 1134–1136. [Google Scholar] [CrossRef] [Scilit]
- Feng, Y.; Liu, S.; Mo, Q.; Liu, P.; Xiao, X.; Ma, H. Enhancing Prime Editing Efficiency and Flexibility with Tethered and Split PegRNAs. Protein Cell 2023, 14, 304–308. [Google Scholar] [CrossRef] [Scilit] [PubMed]
- Nelson, J.W.; Randolph, P.B.; Shen, S.P.; Everette, K.A.; Chen, P.J.; Anzalone, A.V.; An, M.; Newby, G.A.; Chen, J.C.; Hsu, A.; et al. Engineered PegRNAs Improve Prime Editing Efficiency. Nat. Biotechnol. 2022, 40, 402–410. [Google Scholar] [CrossRef] [Scilit] [PubMed]
- Zhang, G.; Liu, Y.; Huang, S.; Qu, S.; Cheng, D.; Yao, Y.; Ji, Q.; Wang, X.; Huang, X.; Liu, J. Enhancement of Prime Editing via XrRNA Motif-Joined PegRNA. Nat. Commun. 2022, 13, 1856. [Google Scholar] [CrossRef] [Scilit]
- Zong, Y.; Liu, Y.; Xue, C.; Li, B.; Li, X.; Wang, Y.; Li, J.; Liu, G.; Huang, X.; Cao, X.; et al. An Engineered Prime Editor with Enhanced Editing Efficiency in Plants. Nat. Biotechnol. 2022, 40, 1394–1402. [Google Scholar] [CrossRef] [Scilit] [PubMed]
- Park, S.J.; Jeong, T.Y.; Shin, S.K.; Yoon, D.E.; Lim, S.Y.; Kim, S.P.; Choi, J.; Lee, H.; Hong, J.I.; Ahn, J.; et al. Targeted Mutagenesis in Mouse Cells and Embryos Using an Enhanced Prime Editor. Genome Biol. 2021, 22, 170. [Google Scholar] [CrossRef] [Scilit]
- Qiao, D.; Wang, J.; Lu, M.H.; Xin, C.; Chai, Y.; Jiang, Y.; Sun, W.; Cao, Z.; Guo, S.; Wang, X.C.; et al. Optimized Prime Editing Efficiently Generates Heritable Mutations in Maize. J. Integr. Plant Biol. 2022, 65, 900–906. [Google Scholar] [CrossRef] [Scilit]
- Li, J.; Chen, L.; Liang, J.; Xu, R.; Jiang, Y.; Li, Y.; Ding, J.; Li, M.; Qin, R.; Wei, P. Development of a Highly Efficient Prime Editor 2 System in Plants. Genome Biol. 2022, 23, 161. [Google Scholar] [CrossRef] [Scilit]
- Kleinstiver, B.P.; Prew, M.S.; Tsai, S.Q.; Nguyen, N.T.; Topkar, V.V.; Zheng, Z.; Joung, J.K. Broadening Staphylococcus Aureus Cas9 Targeting Range by Modifying PAM Recognition. Nat. Biotechnol. 2015, 33, 1293–1298. [Google Scholar] [CrossRef] [Scilit]
- Li, M.; Zhong, A.; Wu, Y.; Sidharta, M.; Beaury, M.; Zhao, X.; Studer, L.; Zhou, T. Transient Inhibition of P53 Enhances Prime Editing and Cytosine Base-Editing Efficiencies in Human Pluripotent Stem Cells. Nat. Commun. 2022, 13, 6354. [Google Scholar] [CrossRef] [Scilit]
- Adikusuma, F.; Lushington, C.; Arudkumar, J.; Godahewa, G.I.; Chey, Y.C.J.; Gierus, L.; Piltz, S.; Geiger, A.; Jain, Y.; Reti, D.; et al. Optimized Nickase- and Nuclease-Based Prime Editing in Human and Mouse Cells. Nucleic Acids Res. 2021, 49, 10785–10795. [Google Scholar] [CrossRef] [Scilit]
- Lee, J.; Lim, K.; Kim, A.; Mok, Y.G.; Chung, E.; Cho, S.I.; Lee, J.M.; Kim, J.S. Prime Editing with Genuine Cas9 Nickases Minimizes Unwanted Indels. Nat. Commun. 2023, 14, 1786. [Google Scholar] [CrossRef] [Scilit] [PubMed]
- Kwon, J.; Kim, M.; Bae, S.; Jo, A.; Kim, Y.; Lee, J.K. TAPE-Seq Is a Cell-Based Method for Predicting Genome-Wide off-Target Effects of Prime Editor. Nat. Commun. 2022, 13, 7975. [Google Scholar] [CrossRef] [Scilit] [PubMed]
- Walton, R.T.; Christie, K.A.; Whittaker, M.N.; Kleinstiver, B.P. Unconstrained Genome Targeting with Near-PAMless Engineered CRISPR-Cas9 Variants. Science 2022, 368, 290–296. [Google Scholar] [CrossRef] [Scilit]
- Qin, H.; Zhang, W.; Zhang, S.; Feng, Y.; Xu, W.; Qi, J.; Zhang, Q.; Xu, C.; Liu, S.; Zhang, J.; et al. Vision Rescue via Unconstrained in Vivo Prime Editing in Degenerating Neural Retinas. J. Exp. Med. 2023, 220, e20200776. [Google Scholar] [CrossRef] [Scilit]
- Lin, Q.; Jin, S.; Zong, Y.; Yu, H.; Zhu, Z.; Liu, G.; Kou, L.; Wang, Y.; Qiu, J.L.; Li, J.; et al. High-Efficiency Prime Editing with Optimized, Paired PegRNAs in Plants. Nat. Biotechnol. 2021, 39, 923–927. [Google Scholar] [CrossRef] [Scilit]
- Zhuang, Y.; Liu, J.; Wu, H.; Zhu, Q.; Yan, Y.; Meng, H.; Chen, P.R.; Yi, C. Increasing the Efficiency and Precision of Prime Editing with Guide RNA Pairs. Nat. Chem. Biol. 2022, 18, 29–37. [Google Scholar] [CrossRef] [Scilit]
- Tao, R.; Wang, Y.; Jiao, Y.; Hu, Y.; Li, L.; Jiang, L.; Zhou, L.; Qu, J.; Chen, Q.; Yao, S. Bi-PE: Bi-Directional Priming Improves CRISPR/Cas9 Prime Editing in Mammalian Cells. Nucleic Acids Res. 2022, 50, 6423–6434. [Google Scholar] [CrossRef] [Scilit]
- Choi, J.; Chen, W.; Suiter, C.C.; Lee, C.; Chardon, F.M.; Yang, W.; Leith, A.; Daza, R.M.; Martin, B.; Shendure, J. Precise Genomic Deletions Using Paired Prime Editing. Nat. Biotechnol. 2022, 40, 218–226. [Google Scholar] [CrossRef] [Scilit]
- Zheng, C.; Liu, B.; Dong, X.; Gaston, N.; Sontheimer, E.J.; Xue, W. Template-Jumping Prime Editing Enables Large Insertion and Exon Rewriting in Vivo. Nat. Commun. 2023, 14, 3369. [Google Scholar] [CrossRef] [Scilit]
- Yarnall, M.T.N.; Ioannidi, E.I.; Schmitt-Ulms, C.; Krajeski, R.N.; Lim, J.; Villiger, L.; Zhou, W.; Jiang, K.; Garushyants, S.K.; Roberts, N.; et al. Drag-and-Drop Genome Insertion of Large Sequences without Double-Strand DNA Cleavage Using CRISPR-Directed Integrases. Nat. Biotechnol. 2022, 41, 500–512. [Google Scholar] [CrossRef] [Scilit]
- Anzalone, A.V.; Gao, X.D.; Podracky, C.J.; Nelson, A.T.; Koblan, L.W.; Raguram, A.; Levy, J.M.; Mercer, J.A.M.; Liu, D.R. Programmable Deletion, Replacement, Integration and Inversion of Large DNA Sequences with Twin Prime Editing. Nat. Biotechnol. 2022, 40, 731–740. [Google Scholar] [CrossRef] [Scilit] [PubMed]
- Sun, C.; Lei, Y.; Li, B.; Gao, Q.; Li, Y.; Cao, W.; Yang, C.; Li, H.; Wang, Z.; Li, Y.; et al. Precise Integration of Large DNA Sequences in Plant Genomes Using Prime Root Editors. Nat. Biotechnol. 2023. Online Ahead of Print. [Google Scholar] [CrossRef] [Scilit] [PubMed]
- Chalberg, T.W.; Portlock, J.L.; Olivares, E.C.; Thyagarajan, B.; Kirby, P.J.; Hillman, R.T.; Hoelters, J.; Calos, M.P. Integration Specificity of Phage ΦC31 Integrase in the Human Genome. J. Mol. Biol. 2006, 357, 28–48. [Google Scholar] [CrossRef] [Scilit] [PubMed]



| Name | Description |
|---|---|
| PE1 [3] | Original prime editor |
| PE2 [3] | PE1 with 5 point mutations in reverse transcriptase to increase its activity |
| PE3 [3] | PE2 combined with additional nicking gRNA to ensure the replacement of non-edited strand |
| PE4 [5] | PE2 coexpressed with MMR-inhibiting MLH1dn to improve the efficiency of editing |
| PE5 [5] | PE3 coexpressed with MMR-inhibiting MLH1dn |
| Application | Off-Target Effects | PAMless Cas9 Variants | Web Address | Reference |
|---|---|---|---|---|
| Prime Editing Design Tool | Yes | Yes | https://primeedit.nygenome.org/ (Accessed on 19 November 2023) | [20] |
| pegFinder | No | Yes | http://pegfinder.sidichenlab.org/ (Accessed on 19 November 2023) | [21] |
| PrimeDesign | Yes | No | http://primedesign.pinellolab.org/ (Accessed on 19 November 2023) | [22] |
| CRISPRseek | Yes | No | https://bioconductor.org/packages/release/bioc/html/CRISPRseek.html (Accessed on 19 November 2023) | [23] |
| multicrispr | Yes | No | https://www.bioconductor.org/packages/release/bioc/html/multicrispr.html (Accessed on 19 November 2023) | [24] |
| Prime Induced Nucleotide Engineering Creator of New Edits (PINECONE) | Yes | No | https://github.com/xiaowanglab/PINE-CONE (Accessed on 19 November 2023) | [25] |
| PE-Designer | Yes | Yes | http://www.rgenome.net/pe-designer/ (Accessed on 19 November 2023) | [26] |
| PnB designer | No | No | https://fgcz-shiny.uzh.ch/PnBDesigner/ (Accessed on 19 November 2023) | [27] |
| pegIT | Yes | Yes | https://pegit.giehmlab.dk/ (Accessed on 19 November 2023) | [28] |
| Easy-Prime | Yes | No | http://easy-prime.cc/ (Accessed on 19 November 2023) | [29] |
| PlantPegDesigner | No | Yes | https://github.com/JinShuai001/PlantPegDesigner (Accessed on 19 November 2023) | [30] |
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Petrova, I.O.; Smirnikhina, S.A. The Development, Optimization and Future of Prime Editing. Int. J. Mol. Sci. 2023, 24, 17045. https://doi.org/10.3390/ijms242317045
Petrova IO, Smirnikhina SA. The Development, Optimization and Future of Prime Editing. International Journal of Molecular Sciences. 2023; 24(23):17045. https://doi.org/10.3390/ijms242317045
Chicago/Turabian StylePetrova, Irina O., and Svetlana A. Smirnikhina. 2023. "The Development, Optimization and Future of Prime Editing" International Journal of Molecular Sciences 24, no. 23: 17045. https://doi.org/10.3390/ijms242317045
APA StylePetrova, I. O., & Smirnikhina, S. A. (2023). The Development, Optimization and Future of Prime Editing. International Journal of Molecular Sciences, 24(23), 17045. https://doi.org/10.3390/ijms242317045
