bioRxivGenomicsPreprint
Automated design of CRISPR prime editors for thousands of human pathogenic variants
John A. MorrisiD, Jahan A. RahmaniD, Xinyi GuoiD, Neville E. SanjanaiD
Abstract
Prime editors (PEs) are CRISPR-based genome engineering tools that can introduce precise base-pair edits at specific locations in the genome. These programmable gene editors have been predicted to repair 89% of known human pathogenic variants in the ClinVar database, although these PE constructs do not presently exist. Towards this end, we developed an automated pipeline to correct (therapeutic editing) or introduce (disease modeling) human pathogenic variants that optimizes the design of several RNA constructs required for prime editing and avoids predicted off-targets in the human genome. However, using optimal PE design criteria, we find that only a small fraction of these pathogenic variants can be targeted. Through the use of alternative Cas9 enzymes and extended templates, we increase the number of targetable pathogenic variants to >50,000 variants and make these pre-designed PE constructs accessible through a web-based portal (http://primeedit.nygenome.org). Given the tremendous potential for therapeutic gene editing, we also assessed the possibility of developing universal PE constructs. By examining the overlap of different PE components with common human genetic variants in dbSNP, we find that common variants affect only a small minority of designed PEs.
- organism: human
- assay: CRISPR screen
- research focus: drug response / drug discovery
- approach: machine learning (classical)
- Citations
- 10
Reproducibility ledger
Nobody has reported trying to reproduce this paper yet. Did you replicate an experiment or run the code? Your report saves the next lab a week.
Sign in to file a reproducibility report.
Related papers
- PrimeDesign software for rapid and simplified design of prime editing guide RNAs
Jonathan Y. Hsu, Julian Grünewald, … Luca Pinello·Nature CommunicationsPeer-reviewed·Feb 15, 2021
- Engineered Prime Editors with PAM flexibility
J. Kweon, J.-K. Yoon, … Y. Kim·bioRxiv·Nov 10, 2020
- pegFinder: A pegRNA designer for CRISPR prime editing
R. D. Chow, S. Chen·bioRxiv·May 6, 2020
- Near 100% genome editing efficiency with a one-step all RNA prime editing system in a human reporter iPSC line
Kyle W. Wettschurack, William C. Skarnes, … Yang Yang·bioRxiv·Dec 20, 2024
- Engineered prime editors with minimal genomic errors
Vikash P. Chauhan, Phillip A. Sharp, Róbert Langer·NaturePeer-reviewed·Sep 17, 2025
- crispAIPE: Probabilistic Modelling of Prime Editing Variant Correction Efficiency
Furkan Özden, Peiheng Lu, Péter Mináry·bioRxiv·Aug 3, 2026