journal article Jun 14, 2023

Genome- and transcriptome-wide off-target analyses of a high-efficiency adenine base editor in tomato

View at Publisher Save 10.1093/plphys/kiad347
Abstract
Abstract
Adenine base editors (ABEs) are valuable, precise genome editing tools in plants. In recent years, the highly promising ADENINE BASE EDITOR8e (ABE8e) was reported for efficient A-to-G editing. However, compared to monocots, comprehensive off-target analyses for ABE8e are lacking in dicots. To determine the occurrence of off-target effects in tomato (Solanum lycopersicum), we assessed ABE8e and a high-fidelity version, ABE8e-HF, at 2 independent target sites in protoplasts, as well as stable T0 lines. Since ABE8e demonstrated higher on-target efficiency than ABE8e-HF in tomato protoplasts, we focused on ABE8e for off-target analyses in T0 lines. We conducted whole-genome sequencing (WGS) of wild-type (WT) tomato plants, green fluorescent protein (GFP)–expressing T0 lines, ABE8e-no-gRNA control T0 lines, and edited T0 lines. No guide RNA (gRNA)–dependent off-target edits were detected. Our data showed an average of approximately 1,200 to 1,500 single-nucleotide variations (SNVs) in either GFP control plants or base-edited plants. Also, no specific enrichment of A-to-G mutations were found in base-edited plants. We also conducted RNA sequencing (RNA-seq) of the same 6 base-edited and 3 GFP control T0 plants. On average, approximately 150 RNA–level SNVs were discovered per plant for either base-edited or GFP controls. Furthermore, we did not find enrichment of a TA motif on mutated adenine in the genomes and transcriptomes in base-edited tomato plants, as opposed to the recent discovery in rice (Oryza sativa). Hence, we could not find evidence for genome- and transcriptome-wide off-target effects by ABE8e in tomato.
Topics

No keywords indexed for this article. Browse by subject →

References
55
[1]
Cas-OFFinder: a fast and versatile algorithm that searches for potential off-target sites of Cas9 RNA-guided endonucleases

Sangsu Bae, Jeongbin Park, Jin-Soo Kim

Bioinformatics 2014 10.1093/bioinformatics/btu048
[2]
Cao "Engineering of near-PAMless adenine base editor with enhanced editing activity and reduced off-target" Mol Ther Nucleic Acids (2022) 10.1016/j.omtn.2022.04.032
[3]
Chen "Programmable C:G to G:C genome editing with CRISPR-Cas9-directed base excision repair proteins" Nat Commun (2021) 10.1038/s41467-021-21559-9
[4]
Chen "Engineering a precise adenine base editor with minimal bystander editing" Nat Chem Biol (2023) 10.1038/s41589-022-01163-8
[5]
Chen "Re-engineering the adenine deaminase TadA-8e for efficient and specific CRISPR-based cytosine base editing" Nat Biotechnol (2023) 10.1038/s41587-022-01532-7
[6]
Cibulskis "Sensitive detection of somatic point mutations in impure and heterogeneous cancer samples" Nat Biotechnol (2013) 10.1038/nbt.2514
[7]
Programmable base editing of A•T to G•C in genomic DNA without DNA cleavage

Nicole M. Gaudelli, Alexis C. Komor, Holly A. Rees et al.

Nature 2017 10.1038/nature24644
[8]
Gaudelli "Directed evolution of adenine base editors with increased activity and therapeutic application" Nat Biotechnol (2020) 10.1038/s41587-020-0491-6
[9]
Grünewald "Transcriptome-wide off-target RNA editing induced by CRISPR-guided DNA base editors" Nature (2019) 10.1038/s41586-019-1161-z
[10]
Guyon-Debast "A blueprint for gene function analysis through base editing in the model plant Physcomitrium (Physcomitrella) patens" New Phytol (2021) 10.1111/nph.17171
[11]
Hao "CRISPR/Cas9-mediated adenine base editing in rice genome" Rice Science (2019) 10.1016/j.rsci.2018.07.002
[12]
Precise A·T to G·C Base Editing in the Rice Genome

Kai Hua, Xiaoping Tao, Fengtong Yuan et al.

Molecular Plant 2018 10.1016/j.molp.2018.02.007
[13]
Huang "Base editors for citrus gene editing" Front Genome Ed (2022) 10.3389/fgeed.2022.852867
[14]
Jiang "Skewer: a fast and accurate adapter trimmer for next-generation sequencing paired-end reads" BMC Bioinformatics (2014) 10.1186/1471-2105-15-182
[15]
Cytosine, but not adenine, base editors induce genome-wide off-target mutations in rice

Shuai Jin, Yuan Zong, Qiang Gao et al.

Science 2019 10.1126/science.aaw7166
[16]
Kang "Precision genome engineering through adenine base editing in plants" Nat Plants. (2018) 10.1038/s41477-018-0178-x
[17]
Graph-based genome alignment and genotyping with HISAT2 and HISAT-genotype

Daehwan Kim, Joseph M. Paggi, Chanhee Park et al.

Nature Biotechnology 2019 10.1038/s41587-019-0201-4
[18]
Strelka2: fast and accurate calling of germline and somatic variants

Sangtae Kim, Konrad Scheffler, Aaron L. Halpern et al.

Nature Methods 2018 10.1038/s41592-018-0051-x
[19]
VarScan 2: Somatic mutation and copy number alteration discovery in cancer by exome sequencing

Daniel C. Koboldt, Qunyuan Zhang, David E. Larson et al.

Genome Research 2012 10.1101/gr.129684.111
[20]
Programmable editing of a target base in genomic DNA without double-stranded DNA cleavage

Alexis C. Komor, Yongjoo B. Kim, Michael S. Packer et al.

Nature 2016 10.1038/nature17946
[21]
Kurt "CRISPR C-to-G base editors for inducing targeted DNA transversions in human cells" Nat Biotechnol (2021) 10.1038/s41587-020-0609-x
[22]
Lam "Improved cytosine base editors generated from TadA variants" Nat Biotechnol (2023) 10.1038/s41587-022-01611-9
[24]
Fast and accurate long-read alignment with Burrows–Wheeler transform

Heng Li, Richard Durbin

Bioinformatics 2010 10.1093/bioinformatics/btp698
[25]
The Sequence Alignment/Map format and SAMtools

Heng Li, Bob Handsaker, Alec Wysoker et al.

Bioinformatics 2009 10.1093/bioinformatics/btp352
[26]
Li "A large-scale genome and transcriptome sequencing analysis reveals the mutation landscapes induced by high-activity adenine base editors in plants" Genome Biol. (2022) 10.1186/s13059-022-02618-w
[27]
Li "Optimizing plant adenine base editor systems by modifying the transgene selection system" Plant Biotechnol J (2020) 10.1111/pbi.13304
[28]
Highly efficient C‐to‐T and A‐to‐G base editing in a Populus hybrid

Gen Li, Simon Sretenovic, Edward Eisenstein et al.

Plant Biotechnology Journal 2021 10.1111/pbi.13581
[29]
Li "Structure-guided engineering of adenine base editor with minimized RNA off-targeting activity" Nat Commun (2021) 10.1038/s41467-021-22519-z
[30]
Expanded base editing in rice and wheat using a Cas9-adenosine deaminase fusion

Chao Li, Yuan Zong, Yanpeng Wang et al.

Genome Biology 2018 10.1186/s13059-018-1443-z
[31]
Lowder "A CRISPR/Cas9 toolbox for multiplexed plant genome editing and transcriptional regulation" Plant Physiol. (2015) 10.1104/pp.15.00636
[32]
The Genome Analysis Toolkit: A MapReduce framework for analyzing next-generation DNA sequencing data

Aaron McKenna, Matthew Hanna, Eric Banks et al.

Genome Research 2010 10.1101/gr.107524.110
[33]
Molla "Single-nucleotide editing for zebra3 and wsl5 phenotypes in rice using CRISPR/Cas9-mediated adenine base editors" aBIOTECH (2020) 10.1007/s42994-020-00018-x
[34]
Neugebauer "Evolution of an adenine base editor into a small, efficient cytosine base editor with low off-target activity" Nat Biotechnol (2023) 10.1038/s41587-022-01533-6
[35]
Niu "Efficient A·T to G·C base conversions in dicots using adenine base editors expressed under the tomato EF1α promoter" Plant Biotechnol J. (2023) 10.1111/pbi.13736
[36]
Randall "Genome- and transcriptome-wide off-target analyses of an improved cytosine base editor" Plant Physiol (2021) 10.1093/plphys/kiab264
[37]
Ren "PAM-less plant genome editing using a CRISPR–SpRY toolbox" Nat Plants (2021) 10.1038/s41477-020-00827-4
[38]
Ren "Improved plant cytosine base editors with high editing activity, purity, and specificity" Plant Biotechnol J. (2021) 10.1111/pbi.13635
[39]
Richter "Phage-assisted evolution of an adenine base editor with improved Cas domain compatibility and activity" Nat Biotechnol (2020) 10.1038/s41587-020-0453-z
[40]
Sretenovic "Expanding plant genome-editing scope by an engineered iSpyMacCas9 system that targets A-rich PAM sequences" Plant Commun (2021) 10.1016/j.xplc.2020.100101
[41]
Tan "PhieABEs: a PAM-less/free high-efficiency adenine base editor toolbox with wide target scope in plants" Plant Biotechnol J. (2022) 10.1111/pbi.13774
[42]
[43]
Tong "Programmable A-to-Y base editing by fusing an adenine base editor with an N-methylpurine DNA glycosylase" Nat Biotechnol (2023) 10.1038/s41587-022-01595-6
[44]
Van Eck "Agrobacterium tumefaciens-mediated transformation of tomato" Methods Mol Biol (2019) 10.1007/978-1-4939-8778-8_16
[45]
Wang "ABE8e with polycistronic tRNA-gRNA expression cassette sig-nificantly improves adenine base editing efficiency in Nicotiana benthamiana" Int J Mol Sci (2021) 10.3390/ijms22115663
[46]
[47]
Wei "Efficient generation of homozygous substitutions in rice in one generation utilizing an rABE8e base editor" J Integr Plant Biol (2021) 10.1111/jipb.13089
[48]
Wilm "Lofreq: a sequence-quality aware, ultra-sensitive variant caller for uncovering cell-population heterogeneity from high-throughput sequencing datasets" Nucleic Acids Res (2012) 10.1093/nar/gks918
[49]
Wu "Genome-wide analyses of PAM-relaxed Cas9 genome editors reveal substantial off-target effects by ABE8e in rice" Plant Biotechnol J (2022) 10.1111/pbi.13838
[50]
Yan "Highly efficient A·T to G·C base editing by Cas9n-guided tRNA adenosine deaminase in rice" Mol Plant (2018) 10.1016/j.molp.2018.02.008

Showing 50 of 55 references

Metrics
17
Citations
55
References
Details
Published
Jun 14, 2023
Vol/Issue
193(1)
Pages
291-303
License
View
Funding
U.S. Department of Agriculture Biotechnology Risk Assessment Grant Program Award: 2018-33522-28789
National Science Foundation Plant Genome Research Program Award: IOS-2029889
Foundation for Food and Agriculture Research Fellow
Cite This Article
Simon Sretenovic, Yumi Green, Yuechao Wu, et al. (2023). Genome- and transcriptome-wide off-target analyses of a high-efficiency adenine base editor in tomato. Plant Physiology, 193(1), 291-303. https://doi.org/10.1093/plphys/kiad347
Related

You May Also Like

Superoxide Dismutases

Constantine N. Giannopolitis, Stanley K. Ries · 1977

5,382 citations

Non-Photochemical Quenching. A Response to Excess Light Energy

Patricia Müller, Xiao-Ping Li · 2001

2,354 citations