A large-scale whole-genome sequencing analysis reveals highly specific genome editing by both Cas9 and Cpf1 nucleases in rice
Xu Dong TangiD, Guanqing LiuiD, Jianping ZhouiD, Qiurong ReniD, Qi YouiD, Li TianiD, Xuhui Xin, Zhaohui Zhong, Binglin LiuiD, Xuelian ZhengiD, Dengwei ZhangiD, Aimee A. MalzahniD, Zhiyun GongiD, Yiping QiiD, Tao ZhangiD, Yong ZhangiD
Abstract
Targeting specificity has been an essential issue for applying genome editing systems in functional genomics, precise medicine and plant breeding. Understanding the scope of off-target mutations in Cas9 or Cpf1-edited crops is critical for research and regulation. In plants, only limited studies had used whole-genome sequencing (WGS) to test off-target effects of Cas9. However, the cause of numerous discovered mutations is still controversial. Furthermore, WGS based off-target analysis of Cpf1 has not been reported in any higher organism to date. Here, we conducted a WGS analysis of 34 plants edited by Cas9 and 15 plants edited by Cpf1 in T0 and T1 generations along with 20 diverse control plants in rice, a major food crop with a genome size of ~380 Mb. The sequencing depth ranged from 45X to 105X with reads mapping rate above 96%. Our results clearly show that most mutations in edited plants were created by tissue culture process, which caused ~102 to 148 single nucleotide variations (SNVs) and ~32 to 83 insertions/deletions (indels) per plant. Among 12 Cas9 single guide RNAs (sgRNAs) and 3 Cpf1 CRISPR RNAs (crRNAs) assessed by WGS, only one Cas9 sgRNA resulted in off-target mutations in T0 lines at sites predicted by computer programs. Moreover, we cannot find evidence for bona fide off-target mutations due to continued expression of Cas9 or Cpf1 with guide RNAs in T1 generation. Taken together, our comprehensive and rigorous analysis of WGS big data across multiple sample types suggests both Cas9 and Cpf1 nucleases are very specific in generating targeted DNA modifications and off-targeting can be avoided by designing guide RNAs with high specificity.
02 /Specification & Classification
Click any tag to browse matching papers- Citations
- 306
- FWCI
- 13.60
- Field percentile
- top 1%
- Organism
- Assay
- Research Focus
- Approach
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
- Genome-wide investigation of multiplexed CRISPR-Cas12a-mediated editing in rice
Yingxiao Zhang, Yuechao Wu, … Yiping Qi·The Plant GenomePeer-reviewed·Sep 30, 2022
- Genome-wide analyses of PAM-relaxed Cas9 genome editors reveal substantial off-target effects by ABE8e in rice
Yuechao Wu, Qiurong Ren, … Yong Zhang·Plant Biotechnology JournalPeer-reviewed·May 7, 2022
- Analysis of SpCas9 on- and off-target effects in high efficiency multiplex editing in Arabidopsis
Johannes Stuttmann, Jens Keilwagen, … Ralf Wilhelm·bioRxiv·Sep 29, 2026
- Precise insertion and guided editing of higher plant genomes using Cpf1 CRISPR nucleases
M. B. Begemann, B. N. Gray, … M. Oufattole·bioRxiv·Feb 20, 2017
- Genome-wide specificity profiles of CRISPR-Cas Cpf1 nucleases in human cells
Benjamin P Kleinstiver, Shengdar Q Tsai, … J. Keith Joung·bioRxiv·Jun 9, 2016
- Potential high-frequency off-target mutagenesis induced by CRISPR/Cas9 in Arabidopsis and its prevention
Qiang Zhang, Hui-Li Xing, … Qijun Chen·Plant Molecular BiologyPeer-reviewed·Feb 22, 2018