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. 2023 Mar 27;24(7):6261. doi: 10.3390/ijms24076261

Table 2.

Commonly used gRNA design tools.

Tool Organism Language Cas Nucleases Description Database/
Web Server
Web Site
(Accessed on 10 November 2022)
Ref.
CHOP CHOP More than 100 Python Cas9, Cas12, Cas13 Early web-based tool created by Harvard University to design gRNA based on matches and mismatches Web server http://crispor.tefor.net/ [36]
CRISPR RGNE tools More than 100 Python More than 20 Cas nucleases Predicts multiple off-target and on-target effects based on the Cas-OFFinder model Web server http://www.rgenome.net/cas-designer/
CRISTA More than 100 Pearl and Python Only Cas9 Machine learning (ML)-based tools to predict off-target and on-target effects simultaneously Web server [35]
GuideScan Mouse and human Python Cpf1 and Cas9 Predicts off-target effects based on sequence and structural features Web server https://guidescan.com/ [37]
CRISPRDo Human, mouse, zebrafish, and some worm species Python Cas9 and Cpf1 Predict off-target and on-target effects simultaneously Database [38]
sgRNACas9 Mouse Pearl spCas9 A web-based tool to predict off-target effects Dataset [39,40]
EupaDGT Eukaryotic pathogen Python More than 10 Cas nucleases Machine-learning-based tool to predict on- and off-target effects simultaneously Web-based http://grna.ctegd.uga.edu/ [41]
WU-CRISPR Human and mouse Pearl SpCas9 Machine-learning-algorithm-based tool that can predict off-target effects by providing sequences between 20 and 30,000 bp Web-based http://crispr.wustl.edu/ [42]
CRISPR-P 49 plant species Python More than 14 Cas nucleases orthologs Web-based off-target and on-target prediction tools for a wide range of plant species Web-based http://crispr.hzau.edu.cn/CRISPR2 [43]
CRISPRz Zebrafish, human, and mouse Python spCas9 Trained on large datasets from zebrafish, humans, and mice to generate a gRNA dataset Web-based https://research.nhgri.nih.gov/CRISPRz/ [44]
PhytoCRISPR x Wide range of plant species and especially phytoplankton Pearl/bash SpCas9. Cas12 Web-based tool to predict off-target effects Dataset [46]
CRISPRPOR More than 100 species Python More than 30 Cas orthologs Design gRNA dataset based on match/match in seed regions Web tool http://crispor.tefor.net/ [45]
Png Designer 6 Python Cas9 A newly designed tool for generating guide RNA for base editing and prime editing Web tool https://www.crisprindelphi.design/ [47]