Literature DB >> 29884615

A Dual sgRNA Approach for Functional Genomics in Arabidopsis thaliana.

Laurens Pauwels1,2, Rebecca De Clercq3,2, Jonas Goossens3,2, Sabrina Iñigo3,2, Clara Williams3,2, Mily Ron4, Anne Britt4, Alain Goossens3,2.   

Abstract

Reverse genetics uses loss-of-function alleles to interrogate gene function. The advent of CRISPR/Cas9-based gene editing now allows the generation of knock-out alleles for any gene and entire gene families. Even in the model plant Arabidopsis thaliana, gene editing is welcomed as T-DNA insertion lines do not always generate null alleles. Here, we show efficient generation of heritable mutations in Arabidopsis using CRISPR/Cas9 with a workload similar to generating overexpression lines. We obtain for several different genes Cas9 null-segregants with bi-allelic mutations in the T2 generation. While somatic mutations were predominantly generated by the canonical non-homologous end joining (cNHEJ) pathway, we observed inherited mutations that were the result of synthesis-dependent microhomology-mediated end joining (SD-MMEJ), a repair pathway linked to polymerase θ (PolQ). We also demonstrate that our workflow is compatible with a dual sgRNA approach in which a gene is targeted by two sgRNAs simultaneously. This paired nuclease method results in more reliable loss-of-function alleles that lack a large essential part of the gene. The ease of the CRISPR/Cas9 workflow should help in the eventual generation of true null alleles of every gene in the Arabidopsis genome, which will advance both basic and applied plant research.
Copyright © 2018 Pauwels et al.

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Keywords:  Arabidopsis thaliana; CRISPR/Cas9; RNA-guided nuclease; alt-EJ; genome editing; genome engineering; polymerase theta

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Year:  2018        PMID: 29884615      PMCID: PMC6071589          DOI: 10.1534/g3.118.200046

Source DB:  PubMed          Journal:  G3 (Bethesda)        ISSN: 2160-1836            Impact factor:   3.154


The precise introduction of a DNA double-strand break (DSB) in a plant genome can now be accomplished through a variety of techniques (Baltes and Voytas 2015). However, the advent of Clustered Regularly Interspaced Short Palindromic Repeats (CRISPR)/CRISPR associated protein 9 (CRISPR/Cas9)-based technology has brought reliable gene editing (GE) within the reach of non-specialized molecular biology labs. The power of CRISPR/Cas9 compared to predecessor techniques lies in both a consistent high efficiency and a simple two-component design. A generic nuclease, Cas9, is guided to a target DNA sequence (protospacer) by associating with an artificial single guide RNA (sgRNA) (Jinek ). Changing the typically 20 nucleotide long target-specific spacer sequence in the sgRNA is sufficient for redirecting the RNA-guided engineered nuclease to another genomic locus. In addition, several sgRNAs with different targets can be co-expressed allowing for multiplexing as exemplified in Arabidopsis thaliana by targeting of the PYRABACTIN RESISTANCE1-LIKE (PYL) family of abscisic acid receptor genes (Zhang ) or the GOLVEN family (Peterson ). DSBs are readily recognized by the plant cell and repaired. The non-homologous end-joining (NHEJ) pathway results in imprecise repair, producing small insertions and/or deletions (indels) at the cut site (Knoll ). In Arabidopsis, one base pair (bp) insertions (+1) are usually observed in somatic cells (Fauser , Feng ). Alternative EJ (alt-EJ) uses a molecularly distinct mechanism and microhomologies flanking the cut site to guide repair. Also known as microhomology-mediated end joining (MMEJ), alt-EJ often detected by relatively larger deletions that are generated (Knoll ). A model of synthesis-dependent MMEJ (SD-MMEJ) was proposed that can explain different MMEJ repair outcomes, including the presence of templated insertions at the junction (Yu and McVey, 2010, Khodaverdian ). NHEJ-mediated indel-formation is used to generate loss-of-function mutants. If the indel causes a frame-shift, a non-functional truncated protein can be translated, and/or a premature stop codon will trigger nonsense-mediated decay (NMD) causing organized mRNA degradation by the cell (Popp and Maquat 2016). CRISPR/Cas9 technology has been established for Arabidopsis and is continuously being developed further (Feng , Mao , Fauser , Feng , Ma , Wang , Osakabe , Tsutsui and Higashiyama 2017, Zhang , Denbow , Peterson ). Reports using CRISPR/Cas9 in Arabidopsis are emerging that are not technology-focused, but rather limited in number taking into account the widespread use of this model organism, the short generation time and its ease of transformation (Gao , Ning , Xin , Zhang , Guseman , Li , Lu , Ritter , Durr ). The difficulties of using CRISPR/Cas9 to generate mutants in Arabidopsis have been attributed to the unique floral dip system of transformation in which inflorescences of T0 plants are infected with Agrobacterium tumefaciens. Primary transformants (T1) are derived via this process from a transformed egg cell (Bechtold ). Chimerism, i.e., the presence of at least 3 different alleles, points to Cas9 activity at later stages during somatic growth. This indicates that the mutation did not occur within the egg cell or zygote, but rather after the first cell division. Furthermore, even when mutations are detected in T1 somatic cells, often WT alleles are retrieved once the CRISPR/Cas9 T-DNA has been segregated away (Wang , Durr ). This can be attributed to gene editing efficiency, i.e., the percentage of cells not WT, as the limited number of cells that make up the germ line have to be mutated for heritability. Recently, low activity of SpCas9 at 21° has been suggested to be causal as there was an increase in CRISPR/Cas9 mutagenesis in both somatic and germline mutations at 37° (LeBlanc ). Here, we report and quantify high editing efficiencies in T1 somatic cells and inheritance of NHEJ-repaired alleles in Arabidopsis. In T1 somatic cells we observe mostly single base pair insertions, which are likely the result of cNHEJ. In contrast, inherited mutations for three different sgRNAs showed alt-EJ repair outcomes of which two consistent with criteria for SD-MMEJ. Our workflow allows us to obtain Cas9 null-segregants with bi-allelic mutations in the T2 generation. Moreover, it is compatible with a dual sgRNA approach, leading to deletion of gene fragments and greater confidence in producing loss-of-function alleles.

Materials and Methods

Design of sgRNAs

In general, sgRNAs were selected for specificity using CRISPR-P (http://crispr.hzau.edu.cn/CRISPR/, Lei ), taking into account predicted on-target efficiencies using sgRNAscorer (https://crispr.med.harvard.edu/sgRNAScorer/, Chari ). An updated overview of estimated sgRNA parameters by CRISP-OR (http://crispor.tefor.net/, Haeussler ) can be found in Table 1.
Table 1

sgRNA parameters used in this study

NameType1Protospacer + PAMSpecificity2Chari3Doench4Mor.-Mateos5Observed efficiency6Efficiency median7Chimerism8
VQ33-42trugRNAG-N18GATGAGGAGATATTATCTG AGG9579725775,092,25,4
VQ33-38starts with GG-N19GCCTTAACGTATTGATCATT AGG962362884,494,65,9
VQ33-1starts with GG-N19GGGTCATCGTTGCTTCTCAG TGG10058665675,494,24,5
VQ19-6starts with GG-N19GGGACTGTTAAGTGCAAGCT TGG9928484534,419,63,5
VQ19-34starts with GG-N19GCGGAGAGTCTGGAGATCTT GGG9960445066,182,37,6
GRXS17-4starts with GG-N19GACCTTCGAGCCGAGCTCGG AGG10099645867,383,24,2
GLB3-3starts with GG-N19GATAAGGCATCGGTGTTAAG CGG10088625677,796,16,6
JAM2-109starts with GG-N19GGAGATTTGGTTCTCTGTTG GGG9731485388,697,73,4
JAM2-140extra GG-N20TATTGCAGAGAGCCTAAAGA AGG9680563626,44,52,5
GRXS17-133extra GG-N20CTTGATAACTTGCGCCAGAG CGG84866257NANANA
GRXS17-67extra GG-N20ATTATGGAGCTAAGTGAGAG TGG98876328NANANA
WRKY20-201extra GG-N20ACTTCCCAAAATGACTCCAG AGG100976964NANANA
WRKY20-39starts with GG-N19GTATGGCTGCACAAGAAGAA AGG96905442NANANA

, type of sgRNA depending on the position of the starting guanine nucleotide. 2, CRISPOR specificity score (0-100). 3, predicted efficiency score (0-100) by Chari . 4, predicted efficiency score (0-100) by Doench . 5, predicted efficiency score (0-100) by Moreno-Mateos . 6, observed efficiency (percentage of cells not WT) as the average efficiency indicated by TIDE T1 seedlings. 7, median efficiency indicated by TIDE T1 seedlings. 8, chimerism indicated as the average number of alleles present ≥ 1% in a T1 plant. NA, not applicable.

, type of sgRNA depending on the position of the starting guanine nucleotide. 2, CRISPOR specificity score (0-100). 3, predicted efficiency score (0-100) by Chari . 4, predicted efficiency score (0-100) by Doench . 5, predicted efficiency score (0-100) by Moreno-Mateos . 6, observed efficiency (percentage of cells not WT) as the average efficiency indicated by TIDE T1 seedlings. 7, median efficiency indicated by TIDE T1 seedlings. 8, chimerism indicated as the average number of alleles present ≥ 1% in a T1 plant. NA, not applicable.

Cloning of CRISPR/Cas9 constructs

CRISPR/Cas9 constructs were cloned as previously described (Figure S1, Fauser , Ritter ). Briefly, for each guide sequence, two complementary oligos with 4bp overhangs (Supplementary Table S1) were annealed and inserted via a cut-ligation reaction with BbsI (Thermo) and T4 DNA ligase (Thermo) in a Gateway ENTRY sgRNA shuttle vector. This is either pEN-C1.1 (Fauser ) for single sgRNA constructs, or pMR217 (L1-R5) and pMR218 (L5-L2) (Ritter ) for the dual sgRNA approach. The 5′ overhang already contains the G initiation nucleotide of the AtU6-26 polIII promoter. Next, using a Gateway LR reaction (ThermoFisher), one or two sgRNA modules were then combined with pDE-Cas9 (Basta, Fauser ) or pDE-Cas9Km (pMR169, Ritter ) to yield the final expression clone.

Plant transformation

Expression clones were introduced in the Agrobacterium strain C58C1 (pMP90) using electroporation, which was used to transform Arabidopsis using the floral dip method (Clough and Bent 1998).

Plant Material and Growth Conditions

Arabidopsis thaliana Col-0 were grown at 21° under long day (16-h light/8-h dark) conditions. Rapid selection of seeds with kanamycin and phosphinothricin (BASTA) selection was performed as described (Harrison ).

Selection of CRISPR/Cas9 mutants

Typically, 16 kanamycin- or BASTA-resistant T1 plants are selected in vitro and transferred to a growth room. After 14 days, a single leaf is harvested, and genomic DNA prepared using Edwards buffer (Edwards ). Next, 5 µl template gDNA was used as a template in a standard 20 µl volume PCR reaction using GoTaq (Promega) with the supplied Green GoTaq Reaction Buffer. For single sgRNA constructs, the amplicon was treated with ExoSAP-IT (Thermo) and sequenced by standard capillary sequencing at the VIB Genomics Core Facility (https://corefacilities.vib.be/gsf). Quantitative sequence trace data were decomposed using TIDE (https://tide.nki.nl/) using standard settings, except for the indel size range, which was set on the maximum (50). Primers for TIDE were designed using Primer3 (http://bioinfo.ut.ee/primer3-0.4.0/) using standard parameters. Approximately 700 bp asymmetrically surrounding the Cas9 cut site was amplified. The amplification primer at 200 bp from the site was used for sequencing. For each independent T1 line, approximately 64 T2 seeds were selected on either BASTA or kanamycin. Resistant vs. sensitive seedlings were analyzed using a chi-squared test and lines presumably having a single T-DNA locus continued. Typically, 15 seedlings of the most promising line (highest T1 efficiency, expected segregation) were grown on non-selective media and genotyped for the presence of the T-DNA locus using Cas9-specific primers (Table S1). Cas9 null-segregants are then analyzed for modifications at the locus of interest. The most promising plants are then propagated to T3, in which absence of Cas9 and presence of the mutation/deletion is confirmed by PCR and sequencing.

Amplicon subcloning

For confirmation of TIDE spectra, the PCR amplicon was cut from gel, purified using GeneJET PCR purification kit (Thermo Scientific) and cloned into pJET1.2 using the CloneJET PCR cloning kit (Thermo Scientific). Individual clones were sequenced using capillary electrophoresis.

RT-qPCR

Seedlings were grown in the same conditions as in Iñigo . Seedlings were frozen in liquid nitrogen and total RNA was extracted using RNeasy plant mini kit (Qiagen) and DNAse I (Promega) treatment. Next, 1 µg of RNA was used for cDNA synthesis using iScript kit (Bio-Rad). qRT-PCR was performed on a LightCycler 480 system (Roche) using the Fast Start SYBR Green I PCR mix (Roche) with three biological repeats and three technical repeats. Data were analyzed using the second derivative maximum method and relative expression levels were determined using the comparative cycle threshold method.

Data and reagent availability

Vectors and plant lines are available upon request. Primer sequences are provided in Supplemental Table S1. Accession numbers of the genes used in this study: GRXS17, AT4G04950; VQ19/MVQ4, AT3G15300; VQ33/MVQ3, AT5G53830; WRKY20, AT4G26640; WRKY2, AT5G56270; JAM2/bHLH13, AT1G01260; GLB3, AT4G32690. T-DNA lines used: grxs17-1, SALK_021301; wrky2-1, SALK_020399. All supplemental material available at Figshare: https://doi.org/10.25387/g3.6455840.

Results

High gene editing efficiency in T1 somatic tissue

The vector pDE-Cas9 has successfully been used for gene editing (GE) in Arabidopsis (Fauser ). It contains an Arabidopsis codon-optimized SpCas9 sequence, driven by the Petroselinum crispum Ubiquitin4-2 promoter (pPcUBI). As kanamycin resistance is used more often in our lab, both in Arabidopsis and in tomato, we used pDE-Cas9Km (Ritter ) in which the basta resistance cassette in pDE-Cas9 is replaced with nptII (Figure S1). In order to evaluate these vectors, we initially designed nine sgRNAs targeting five genes of interest: JASMONATE ASSOCIATED MYC2 LIKE 2 (JAM2, Sasaki-Sekimoto ), VQ19 and VQ33 (Jing and Lin 2015), HEMOGLOBIN 3 (GLB3) and GLUTAREDOXIN S17 (GRXS17) (Nagels Durand ). sgRNAs were designed to minimize possible off-target activity (Lei ), and when possible predicted sgRNA efficiencies were taken into account (Chari ). An updated overview of estimated sgRNA parameters by CRISP-OR (http://crispor.tefor.net/, Haeussler ) can be found in Table 1. Although it is currently unknown if the models for sgRNA efficiency, based on empirical data from metazoan cells holds true in plants, we anticipate that at least some sgRNA sequence parameters will be similar as CRISPR/Cas9 is a fully heterologous system. To better ensure the generation of loss-of-function alleles, sgRNAs were preferably chosen in the 5′ end of the first exon (Figure 1). In the case of JAM2, we specifically designed two sgRNAs that targeted the sequence encoding the JAZ interaction domain (JID) (Fernández-Calvo ).
Figure 1

CRISPR/Cas9-induced somatic mutations in T1 Arabidopsis plants. A, genomic structure of the targeted genes and location of the sgRNAs. Dark green boxes designate exons; light green boxes, UTRs; solid lines, introns; white arrows gene orientation. sgRNA numbers are arbitrary identifiers. B, example result of a TIDE analysis. A leaf of a T1 plant expressing a CRISPR/Cas9 construct targeting GLB3 was used to prepare genomic DNA. The targeted region was amplified by PCR and sequenced using standard Sanger sequencing. TIDE software was used to visualize the indel spectrum and estimate overall editing efficiency (top right corner). Bars indicate the number of sequences with a given indel size. Pink bar (indel size of zero) represents WT or base substitution alleles. C, Verification of TIDE using sequencing of individual amplicon subclones. The PAM is highlighted in green, the triangle points to the Cas9 cut site. i, insertion, d, deletion, m, mutation are followed with the number of bases involved.

CRISPR/Cas9-induced somatic mutations in T1 Arabidopsis plants. A, genomic structure of the targeted genes and location of the sgRNAs. Dark green boxes designate exons; light green boxes, UTRs; solid lines, introns; white arrows gene orientation. sgRNA numbers are arbitrary identifiers. B, example result of a TIDE analysis. A leaf of a T1 plant expressing a CRISPR/Cas9 construct targeting GLB3 was used to prepare genomic DNA. The targeted region was amplified by PCR and sequenced using standard Sanger sequencing. TIDE software was used to visualize the indel spectrum and estimate overall editing efficiency (top right corner). Bars indicate the number of sequences with a given indel size. Pink bar (indel size of zero) represents WT or base substitution alleles. C, Verification of TIDE using sequencing of individual amplicon subclones. The PAM is highlighted in green, the triangle points to the Cas9 cut site. i, insertion, d, deletion, m, mutation are followed with the number of bases involved. The sgRNA cloning procedure (Figure S1A) uses the type II restriction enzyme BbsI and utilizes a 5′ ATTG overhang of which the G serves as the first nucleotide of the sgRNA when transcribed by the polymerase III promoter AtU6-26. Most sgRNAs were of the GN19-type with the 5′ G being the first transcribed base of a 20-bp long guide sequence. One sgRNA, JAM2-140, was of the GN20-type. An extra 5′ G or GG attached to the sgRNA should not hinder efficiency (Cho ). Another sgRNA VQ33-42, was a GN18-type. Truncated sgRNAs (tru-gRNAs) down to a 17bp guide sequence have been shown to be as efficient as 20bp guides in human cells (Fu ). For each single sgRNA construct, approximately 15 T1 Arabidopsis plants were selected on basta or kanamycin respectively. One of the first true leaves was harvested for genomic DNA extraction. A region spanning the predicted cut site was amplified by PCR and the amplicon sequenced by traditional Sanger sequencing. Arabidopsis CRISPR/Cas9 T1 plants are typically chimeric, defined as having at least three different alleles for a locus (Feng ). Different cell files showed different indels in both alleles after NHEJ-mediated repair, leading to a range of detectable indels in a single leaf and a complex chromatogram. The quantitative sequence trace data were therefore decomposed using the Tracking of Indels by DEcomposition (TIDE) software (https://tide.nki.nl/) (Brinkman ). This results in an estimation of overall editing efficiency (percentage of cells not WT) and the spectrum and frequency of the dominant indel types (See Figure 1B for an example for GLB3). Subcloning of amplicons followed by sequencing yielded similar profiles (Figure 1C). Furthermore, examination of genomic DNA of different leaves yielded comparable but not identical patterns (Figure S2). All but one sgRNA had high editing efficiencies with the median efficiency being higher than 80% (Figure 2A). Notably, VQ33-38, the sgRNA predicted by all three algorithms to have the worst efficiency (Table S2) had one of the highest efficiencies in planta. Next, we used the data generated, to investigate chimerism in the T1 plants. The most frequently observed mutation is a 1 bp insertion, followed by deletions of increasing size (Figure 2B). Large insertions were very uncommon. However, depending on the sgRNA larger deletions of a particular size were often observed. Potentially this is related to MMEJ, whereby regions of microhomology help initiate polymerase Q repair by annealing of single-stranded DNA overhangs (Black , Shen ). In summary, we show high rates of CRISPR/Cas9 mutagenesis in Arabidopsis T1 somatic tissue for most tested sgRNAs and that TIDE is a robust method to evaluate sgRNA efficiency.
Figure 2

High gene editing efficiency in Arabidopsis T1 generation. A, boxplots showing TIDE estimated editing efficiencies for up to 15 T1 plants for nine different sgRNAs. +, mean; horizontal line, median; open circles, individual data points. B, heat map showing the number of T1 plants with at least 1% estimated frequency of an indel of a given size. Boxed are larger deletions (> 6 bp) observed in 5 or more T1 plants.

High gene editing efficiency in Arabidopsis T1 generation. A, boxplots showing TIDE estimated editing efficiencies for up to 15 T1 plants for nine different sgRNAs. +, mean; horizontal line, median; open circles, individual data points. B, heat map showing the number of T1 plants with at least 1% estimated frequency of an indel of a given size. Boxed are larger deletions (> 6 bp) observed in 5 or more T1 plants.

Inheritance of mutations

Focusing on GLB3, we investigated the heritability of mutations after selfing and selected for T2 progeny that had lost the T-DNA (Cas9 null-segregants). First, we identified three T1 lines with a single T-DNA locus by segregation analysis of the kanamycin resistance marker in T2 seedlings. Of these three lines we germinated 14 to 17 seedlings on soil, prepared genomic DNA and genotyped using Cas9 specific primers to identify null-segregants (Figure 3A). The genomic DNA of these plants was re-used to amplify the target site and sequencing data were analyzed using TIDE to identify genotypes at the target locus. All 15 tested null-segregants were found to be non-chimeric: 8 were WT, 5 heterozygous and 2 were homozygous. Hence, inherited mutations were present in the T2 progeny of all three independent T1 lines. Although we only detected the desired homo-allelic Cas9 null-segregants in the progeny of one T1 line, heterozygous alleles will lead to the desired genotypes in the next generation. An outcome also overrepresented in T1 somatic mutations for GLB3, and frequently observed in the inherited mutations from independent events was a 10 bp deletion, indicative of alt-EJ (Figure 3B). Lastly, we identified a heritable T to A substitution which led to a single nucleotide variation (SNV) and here results in a premature stop codon (Figure 3B and 3C). This occurs when a single bp deletion is followed by a single bp insertion, an event very rarely observed for CRISPR/Cas9 (Kim ). In conclusion, the pDE-Cas9 vectors allow for efficient and inheritable genome editing in Arabidopsis with the possibility of producing transgene free homo-allelic mutants in the T2 generation.
Figure 3

Inheritance of CRISPR/Cas9 mutations. A, PCR amplification of the Cas9 transgene in T2 seedlings from 3 independent GLB3 lines: -1, -2 and -8. Genotypes for all Cas9 null-segregants were estimated using TIDE. NA, not assayed; WT, wild-type; m1, 1bp substitution. Boxed plants were continued. B-C, Sequence alignment of the targeted locus for Col-0 and glb3-3 (B, Line 1, plant 3) or glb3-4 (C, Line 1, plant 7). PAM is highlighted, the Cas9 cut site indicated with a triangle, and microhomology boxed. Mutated bases are in red, deleted bases replaced by a dash. The reading frame is marked. The stop codon generated by the mutation is underlined.

Inheritance of CRISPR/Cas9 mutations. A, PCR amplification of the Cas9 transgene in T2 seedlings from 3 independent GLB3 lines: -1, -2 and -8. Genotypes for all Cas9 null-segregants were estimated using TIDE. NA, not assayed; WT, wild-type; m1, 1bp substitution. Boxed plants were continued. B-C, Sequence alignment of the targeted locus for Col-0 and glb3-3 (B, Line 1, plant 3) or glb3-4 (C, Line 1, plant 7). PAM is highlighted, the Cas9 cut site indicated with a triangle, and microhomology boxed. Mutated bases are in red, deleted bases replaced by a dash. The reading frame is marked. The stop codon generated by the mutation is underlined.

Isolation of a new grxs17 CRISPR allele

Previously we characterized in detail two independent knock-out alleles of GRXS17, a gene encoding a component of the FeS cluster assembly pathway (Iñigo ). The allele grxs17-1 (SALK_021301) contains a T-DNA in the second exon (Figure 4A), whereas the grxs17-2 allele expresses an antisense construct (Cheng ).
Figure 4

Generation and analysis of the grxs17-3 allele. A, Gene and protein structure of GRXS17. The location of the grxs17-1 T-DNA and the sgRNA used in this study are indicated. Dark green boxes designate exons; light green boxes, UTRs; solid lines, introns. TRX, thioredoxin domain; GRX, glutaredoxin domain. B, TIDE analysis of T1 line 9. Genomic DNA was PCR amplified and sequenced. The indel spectrum is visualized with an estimated overall efficiency and the frequency of each indel. C, PCR amplification of the Cas9 transgene. Null-segregants are boxed and the continued plant marked with a triangle. TIDE estimated genotypes for GRXS17 are given for the null segregants. D, Sequence alignment of the targeted locus for Col-0 and grxs17-3 (Line 9, plant 15). PAM is highlighted, the Cas9 cut site indicated with a triangle. Mutated bases are in red, deleted bases replaced by an en dash. The reading frame is marked. E, GRXS17 gene expression analyzed by RT-qPCR. Expression relative to Col-0 is plotted using primers annealing both at the 5′ and the 3′ of the transcript and the mutation. F, rosette phenotypes of Col-0, the T-DNA insertion line grxs17-1, the antisense line grxs17-2 and the grxs17-3 CRISPR allele.

Generation and analysis of the grxs17-3 allele. A, Gene and protein structure of GRXS17. The location of the grxs17-1 T-DNA and the sgRNA used in this study are indicated. Dark green boxes designate exons; light green boxes, UTRs; solid lines, introns. TRX, thioredoxin domain; GRX, glutaredoxin domain. B, TIDE analysis of T1 line 9. Genomic DNA was PCR amplified and sequenced. The indel spectrum is visualized with an estimated overall efficiency and the frequency of each indel. C, PCR amplification of the Cas9 transgene. Null-segregants are boxed and the continued plant marked with a triangle. TIDE estimated genotypes for GRXS17 are given for the null segregants. D, Sequence alignment of the targeted locus for Col-0 and grxs17-3 (Line 9, plant 15). PAM is highlighted, the Cas9 cut site indicated with a triangle. Mutated bases are in red, deleted bases replaced by an en dash. The reading frame is marked. E, GRXS17 gene expression analyzed by RT-qPCR. Expression relative to Col-0 is plotted using primers annealing both at the 5′ and the 3′ of the transcript and the mutation. F, rosette phenotypes of Col-0, the T-DNA insertion line grxs17-1, the antisense line grxs17-2 and the grxs17-3 CRISPR allele. A T1 parental line described above that showed high editing efficiency (97.3%) in somatic tissue and had a single T-DNA locus was identified (Figure 4B). Two Cas9 null-segregants of the T2 progeny were genotyped using TIDE (Figure 4C). This yielded the grxs17-3 allele that was predicted to have a (-8,-8) genotype. Inspection of the sequence in T3 plants revealed an additional 4 base pair insertion, nevertheless leading to loss of the reading frame (Figure 4D). Using RT-qPCR, we could observe strong downregulation (∼80%) of the entire GRXS17 transcript (Figure 4E). This is probably the result of nonsense-mediated decay (NMD), a process triggering mRNA degradation in case a premature stop codon is present (Popp and Maquat 2016). However, as there is no exon-exon boundary 3′ of the premature stop codon, this can be a case of exon-junction complex (EJC)-independent NMD, wherein NMD is triggered by a long 3′ UTR (Fatscher ). Remarkably, the elongated leaf developmental phenotype present in both grxs17-1 and grxs17-2 was not visible in grxs17-3 (Figure 4F). GRXS7 is a multidomain protein with an N-terminal thioredoxin (TRX) domain followed by three glutaredoxin (GRX) domains (Figure 4A). The human GRX3 ortholog has only 2 GRX domains, whereas the yeast Grx3/Grx4 orthologs have only one GRX domain (Couturier ). We hypothesize that the grxs17-3 allele is not a null allele and possibly expresses a C-terminally truncated GRXS17 protein with a functional TRX and GRX domain.

A dual sgRNA approach for gene deletions

Choice of the sgRNA target site is pivotal in generating a reliable knock-out. Genes can contain alternative start codons, have alternative first exon usage, exon skipping and/or C-terminally truncated proteins and therefore might still be partially functional as exemplified above. In-depth knowledge on the gene structure, transcript and protein is therefore advisable. However, in many cases this information is not complete. Therefore, we examined in Arabidopsis a dual sgRNA approach in which two sgRNAs target the same gene to remove a large segment (Chen , Zhang , Ordon , Durr ). Using a MultiSite Gateway based sgRNA multiplexing approach we previously described (Ritter ) we co-expressed two sgRNAs in pDE-Cas9Km. We used this method to target the gene encoding the transcription factor WRKY20, which is closely related to WRKY2, with two sgRNAs. For the latter, a characterized T-DNA insertion mutant wrky2-1 is available representing a strong loss-of-function or null allele (Ueda ). We transformed the wrky2-1 background with a dual sgRNA construct for WRKY20, predicted to remove a 247 bp fragment encoding the first WRKY protein domain in addition to putting the remainder of the sequence out of frame (Figure 5A). Without any phenotypic selection, we applied the same workflow as before. We selected four independent T1 lines showing high levels of the expected deletion and containing a single T-DNA locus (Figure 5B). For each line, one or more null-segregants were identified in T2 (Figure 5C) and genotyped for the WRKY20 locus. Of seven Cas9 null-segregants successfully genotyped, two plants were homozygous for the expected deletion, three heterozygous and two wild-type (Figure 5D). Sequence analysis of two homozygous deletion mutants showed that wrky2-1 wrky20-1 (plant A15-8) had the predicted 247 bp deletion, whereas the other allele wrky2-1 wrky20-2 (plant B2-5) only had a 246 bp segment deleted, possibly restoring the reading frame (Figure 5E). This shows that a dual sgRNA approach for deleting gene fragments is feasible with relatively few numbers of genotyped plants.
Figure 5

WRKY20 dual sgRNA approach. A, genomic structure of WRKY20 and location of the sgRNAs. Dark green boxes designate exons; light green boxes, UTRs; solid lines, introns. B, PCR analysis of T1 lines. Leaf genomic DNA of 2 batches (A and B) of 20 chimeric T1 plants was PCR amplified. The expected size of the WT WRKY20 amplicon is indicated as well as the expected size of the deletion of 247 bp between Cas9 cut sites. Four continued T1 lines having one T-DNA locus are highlighted with green boxes. C, Cas9 PCR for the four continued lines in T2 generation. Putative Cas9 null-segregants are indicated with green boxes. D, Cas9 null-segregants were genotypes for WRKY20. The selected lines A15-8 (wrky2-1 wrky20-1) and B2-5 (wrky2-1 wrky20-2) are boxed. E, Sequence alignment of the simultaneously targeted loci for Col-0 and alleles wrky20-1 and wrky20-2. PAMs are highlighted, the Cas9 cut sites indicated with triangles. Deleted bases are indicated with dashed lines. The reading frame is marked.

WRKY20 dual sgRNA approach. A, genomic structure of WRKY20 and location of the sgRNAs. Dark green boxes designate exons; light green boxes, UTRs; solid lines, introns. B, PCR analysis of T1 lines. Leaf genomic DNA of 2 batches (A and B) of 20 chimeric T1 plants was PCR amplified. The expected size of the WT WRKY20 amplicon is indicated as well as the expected size of the deletion of 247 bp between Cas9 cut sites. Four continued T1 lines having one T-DNA locus are highlighted with green boxes. C, Cas9 PCR for the four continued lines in T2 generation. Putative Cas9 null-segregants are indicated with green boxes. D, Cas9 null-segregants were genotypes for WRKY20. The selected lines A15-8 (wrky2-1 wrky20-1) and B2-5 (wrky2-1 wrky20-2) are boxed. E, Sequence alignment of the simultaneously targeted loci for Col-0 and alleles wrky20-1 and wrky20-2. PAMs are highlighted, the Cas9 cut sites indicated with triangles. Deleted bases are indicated with dashed lines. The reading frame is marked. Next, we combined two sgRNAs targeting VQ33 (VQ33-42 and VQ33-1) that displayed high efficiency when tested individually (Figure 2). Working together, they are predicted to remove a fragment of 459 bp, virtually removing the VQ33 coding sequence (Figure S3A). We proceeded with the same workflow as for WRKY20 (Figure S3B-D). Out of four Cas9 null-segregants, two were homozygous for the expected gene fragment deletion, one heterozyogous and one WT. The allele vq33-1 (plant 11-8), albeit it had an extra 1 bp insertion, still led to a 458 bp out-of-frame deletion (Figure S3E). In summary, we established a straightforward dual sgRNA approach to obtain plants homozygous for relatively large deletions of gene fragments in the T2 generation in Arabidopsis thaliana.

grxs17-4 confirms the grxs17-1 developmental phenotype

Next, we tried the dual sgRNA approach for GRXS17. We targeted the first sgRNA (GRXS17-133) at the 5′ end and the second sgRNA (GRXS17-67) at the 3′ end of the gene to remove 1953 bp and GRXS17 almost entirely (Figure 6A). The GRXS17 locus was amplified for sixteen independent T1 plants using primers spanning the expected deletion. In comparison with VQ33 and WRKY20, only two plants clearly showed bands of the expected size for the predicted deletion (Figure 6B). Two identified Cas9-null segregants (Figure 6C) did not show the expected large deletion, but instead an indel was found at the first sgRNA site in the first exon leading to a frameshift (Figure 6D). The indel remarkably was a 30bp deletion combined with a 2bp insertion. We named this allele grxs17-4. Confirming our hypothesis that grxs17-3 is indeed not a null allele, grxs17-4 showed the leaf phenotype of grxs17-1 and grxs17-2 (Iñigo , Figure 6E). In conclusion, in the event the dual sgRNA approach does not yield the designed gene fragment deletion, each individual sgRNA may lead to useful alleles.
Figure 6

A dual sgRNA approach for GRXS17. A, genomic structure of GRXS17 and location of the sgRNAs. Dark green boxes designate exons; light green boxes, UTRs; solid lines, introns. B, PCR analysis of T1 lines. Leaf genomic DNA of 16 chimeric T1 plants was PCR amplified. The expected size of the WT GRXS17 amplicon is indicated as well as the expected size of the deletion of 1953 bp between Cas9 cut sites. One T1 line having one T-DNA locus that was continued is highlighted with a green box. C, Cas9 PCR for 8 T2 CRISPR plants. Putative Cas9 null-segregants are indicated with green boxes. D, Sequence alignment of the sequence surrounding the 5′ sgRNA site for Col-0 and grxs17-4 (Line 2, plant 8). PAM is highlighted, the Cas9 cut site indicated with a triangle. Mutated bases are in red, deleted bases replaced by an en dash. The reading frame is marked. E, representative rosette phenotypes of WT Col-0 (top) and grxs17-4 (bottom).

A dual sgRNA approach for GRXS17. A, genomic structure of GRXS17 and location of the sgRNAs. Dark green boxes designate exons; light green boxes, UTRs; solid lines, introns. B, PCR analysis of T1 lines. Leaf genomic DNA of 16 chimeric T1 plants was PCR amplified. The expected size of the WT GRXS17 amplicon is indicated as well as the expected size of the deletion of 1953 bp between Cas9 cut sites. One T1 line having one T-DNA locus that was continued is highlighted with a green box. C, Cas9 PCR for 8 T2 CRISPR plants. Putative Cas9 null-segregants are indicated with green boxes. D, Sequence alignment of the sequence surrounding the 5′ sgRNA site for Col-0 and grxs17-4 (Line 2, plant 8). PAM is highlighted, the Cas9 cut site indicated with a triangle. Mutated bases are in red, deleted bases replaced by an en dash. The reading frame is marked. E, representative rosette phenotypes of WT Col-0 (top) and grxs17-4 (bottom).

Inherited mutations generated by synthesis-dependent MMEJ

It struck us that three of the final mutant alleles (glb3-3, grxs17-3, grxs17-4) we generated with a single sgRNA showed hallmarks of repair by alt-EJ. However, atypical for MMEJ, additional insertions were observed for grxs17-3 and grxs17-4. Therefore, we analyzed the repair outcomes with criteria for SD-MMEJ, a model proposed for polymerase theta(PolQ)-mediated repair which also explains templated insertions (Khodaverdian ). In this model, ends are resected at the DSB, after which microhomology regions called “primer repeat” (P1+P2) anneal via loops or hairpins to a region within 30 bp of the break. PolQ presumably then elongates the strand until another microhomology (MH1) is synthesized that has a counterpart (MH2) at the other side of the DSB, which then anneal to repair the break (Khodaverdian ). In case for grxs17-3 and grxs17-4 we discovered that insertions could have been templated by neighboring sequences (Figure 7 and Figure S4). In both cases, a primer repeat was present upstream of the cut site, which after ‘loop out’ formation was elongated with 5 and 3 bp respectively. In both cases the microhomology repeat only consisted out of a single base, which nevertheless fits criteria for SD-MMEJ (Khodaverdian ). A direct repeat can be observed (mh+insert+p) of 9 and 7 bp respectively. In summary, the model for SD-MMEJ is capable of explaining the observed inherited alt-EJ-associated mutations. This suggests a role for PolQ in DSB-repair in the Arabidopsis germline.
Figure 7

grxS17-3 is explained by loop out SD-MMEJ. A, GRXS17 wild-type sequence surrounding the Cas9 cut site, which is indicated with a triangle. Primer repeat (P) regions are indicated in red with P2 break-proximal. Microhomology repeats (MH) are indicated in green. B, End resection by 5′-3′ nuclease activity and unwinding by helicase activity. C, loop formation by P1-P2 basepairing. D, templated elongation by polymerase activity. E, unwinding. F, annealing of mh2 with mh1 templated complimentary overhang. G, observed repair product in grxs17-3. Inserted nucleotides in blue, resulting direct repeat underlined.

grxS17-3 is explained by loop out SD-MMEJ. A, GRXS17 wild-type sequence surrounding the Cas9 cut site, which is indicated with a triangle. Primer repeat (P) regions are indicated in red with P2 break-proximal. Microhomology repeats (MH) are indicated in green. B, End resection by 5′-3′ nuclease activity and unwinding by helicase activity. C, loop formation by P1-P2 basepairing. D, templated elongation by polymerase activity. E, unwinding. F, annealing of mh2 with mh1 templated complimentary overhang. G, observed repair product in grxs17-3. Inserted nucleotides in blue, resulting direct repeat underlined.

Discussion

Efficient CRISPR/Cas9 gene editing in Arabidopsis

The CRISPR/Cas9 technology shows promise to speed up reverse genetics experiments in Arabidopsis. Here we demonstrate efficient recovery of Cas9-free Arabidopsis mutants using single and double sgRNA constructs in the T2 generation without phenotypic selection. Previous negative experiences with CRISPR/Cas9 have been attributed to the weak activity of the 35S promoter in germ-line cells (Wang ) or low activity of SpCas9 at 21° (LeBlanc ). The promoter used here, PcUBI, is expressed widely, but detailed expression in germ-line cells has not yet been studied (Kawalleck ). Other vector elements have been reported to play a role such as the vector backbone (Mao ), Cas9 coding sequence (Johnson ) and the terminator sequence (Wang ). We did not observe any obvious differences using either nptII or bar as selection markers. Systematic analysis of all vector parameters is now achievable using modular cloning systems, which might allow identification of the best combinations (Vazquez-Vilar ). We consider the workflow presented here as already an acceptable workload comparable to the routine generation of overexpression lines (Figure S5). Nonetheless, several improvements have recently been developed. For example, a fluorescent marker for identification of transgenic T1 seeds has been reported (Tsutsui and Higashiyama 2017) and also cloned into pDE-Cas9 for CRISPR/Cas9 in Camelina sativa (Morineau , Durr ). When Cas9 is driven with a promoter active in the egg cell, non-chimeric homozygous or bi-allelic mutants can already be retrieved in the T1 generation, although Cas9 null-segregants also only appear in T2 (Wang , Yan , Mao , Eid ). Finally, applying 37° heat treatments in the vegetative phase may improve SpCas9 activity and would be compatible with our workflow (LeBlanc ).

TIDE as a useful tool to study mutations

Efficiency of CRISPR/Cas9 also clearly depends on the choice of sgRNA, although all sgRNAs tested in this study were active to some degree. Several models have been constructed to predict on-target editing efficiency based on the sgRNA primary sequence and on-target efficiency data from metazoans (Doench , Moreno-Mateos ). Due to the lack of sufficient data, no plant-specific design models are currently available. As previously reported (Ordon ), we did not observe any obvious correlation between these predictions and our observed efficiencies in Arabidopsis. It is unclear why this is the case for a heterologous system such as CRISPR/Cas9. Therefore - for the time being - we continue to take into account metazoan models when designing plant sgRNAs. It has been suggested to pre-screen sgRNAs in protoplasts (Li ). Given the ease of Arabidopsis transformation via floral dip, we conclude from this study that designing several sgRNAs for the same target and testing somatic mutations in T1 might be an equally rapid method to identify efficient sgRNAs, while simultaneously obtaining the desired mutants. Several methods have been used to study CRISPR/Cas9-induced mutations, most importantly cleaved amplified polymorphic sequence (CAPS), T7 endonuclease, next-generation sequencing and high-resolution melting curve analysis (Denbow ). The method used here, TIDE (Brinkman ), has several advantages. First, it does not require a restriction enzyme site overlapping the Cas9 cut site as in CAPS. Second, it allows the starting genomic DNA to be relatively impure allowing for more economic DNA extraction methods compared to T7-based assays. Third, it uses standard capillary Sanger sequencing that can be readily performed for even a single sample. Fourthly, it can provide an insight in the indel spectrum of mosaics similar to next-generation sequencing as well as providing an idea of overall efficiencies. These TIDE efficiencies are likely an underestimation. For example, TIDE is unable to detect rare SNVs as observed for glb3-4. The grxs17-3 allele also revealed that mutations can be more complex than predicted by TIDE: a predicted 8 bp deletion was actually a 12 bp deletion combined with a 4 bp insertion.

Know your target gene

The absence of the typical grxs17 phenotype in the CRISPR allele grxs17-3 is an example of how it is important to study independent alleles made with either different sgRNAs or with other methods when interpreting phenotypes of CRISPR/Cas9-generated alleles as knock-out effects. A seemingly widespread, but only recently discovered phenomenon is conditional alternative promoter selection, resulting in alternative N-termini (Ushijima ). This makes it difficult to predict if indels at the beginning of the first annotated exon will affect all protein isoforms in all conditions. When sufficient information is available, especially on alternative transcripts and protein domain structures, sgRNA target sites can be chosen to maximize the chance of a complete knock-out as a result of an indel mutation at that site. Additionally, one may disrupt the gene more dramatically by removing a larger gene fragment using a dual sgRNA approach. The use of CRISPR/Cas9 for gene deletion has been pioneered in mammalian systems (Chen , Zhou , Ran , Canver ). In Arabidopsis, a dual sgRNA approach for gene deletion was reported by Zhao and Ordon . In Zhao et al. homozygous deletion mutants were obtained for the AtMIR827a and AtMIR169a loci in the T2 or T3 generation, respectively. The size of the deletion and efficiency seem to correlate inversely in mammalian cells (Canver ) and plants (Ordon ). Similarly, when attempting to cut out a 1953 kb fragment in GRXS17, it failed to be inherited, while clearly being present in T1 somatic cells. In contrast, 247 bp and 459 bp fragment deletions were easily obtainable for WRKY20 and VQ33 respectively. Therefore, while deleting whole genes might be tempting, it is more practical targeting genes with two sgRNAs in the 5′ coding sequence. This has the additional advantage, that when one sgRNA has a low efficiency, the construct will still yield potential knock-out mutations at the other sgRNA site. It has been proposed from work in tomato protoplasts that in most cases when a single sgRNA is used, NHEJ results in perfect repair and therefore using two sgRNAs could be more efficient to obtain mutants (Čermák ). Finally, the double-sgRNA approach has an advantage of easy visual genotyping of mutants based on amplicon lengths.

New alleles for GRXS17

GRXS17 encodes the Arabidopsis ortholog of human GRX3/PICOT and yeast Grx3/Grx4. Although a role for GRXS17 in iron-sulfur cluster assembly is conserved in all of these organisms, plant-specific functions for GRXS17 are apparent (Iñigo , Knuesting et al. 2017). Interestingly, AtGRXS17, HsGRX3 and ScGrx3/4 differ in the number of GRX domains that are C-terminal of the TRX domain with three, two and one domain present, respectively. The new grxs17-3 allele presented here might have residual expression of a truncated GRXS17 with only one GRX domain—similar to ScGrx3/4—and could therefore be helpful in studying plant-specific GRXS17 roles. More detailed molecular and phenotypical analysis of this allele and the other alleles generated in this study are not within the scope of this publication.

A role for SD-MMEJ in the Arabidopsis germ line?

We observed that - independent of the sgRNA and of the genomic locus – DSB repair in somatic cells predominantly results in one bp insertions and is followed by deletions of increasing size. These are typical outcomes of the cNHEJ repair pathway and confirm earlier reports (Fauser , Feng ). We also observed that for certain sgRNAs a relatively larger deletion of a particular size (7-14 bp) was more frequently observed than for other sgRNAs in somatic cells. These deletions are likely the result of alt-EJ-mediated repair that takes place in somatic cells, albeit at lower low levels. Remarkably, inherited mutations often showed hallmarks of alt-EJ. More precisely, we could show that two alleles studied here fulfilled all criteria for the model of SD-MMEJ repair. This model explains the presence of templated insertions in grxs17-3 and grxs17-4. The combination of deletions with insertions (“filler DNA”) for DSB repair in plants was first reported in tobacco (Gorbunova & Levy 1997; Salomon & Puchta 1998). More recently, a related observation in Arabidopsis called microhomology-mediated synthesis-dependent strand annealing (MM-SDSA) was reported when studying CRISPR/Cas9-mediated DSB repair in regions with homology in somatic cells (Vu et al. 2017a, Vu et al. 2017b). However, while in MM-SDSA longer deletions and insertions were studied and reported (averaging 240 bp for deletions, Vu et al. 2017a), 30 bp has been proposed for SD-MMEJ as a limit of the P1 sequence from the cut site. This was rather arbitrarily chosen as it corresponds to the binding capability of TRIMERIC REPLICATION PROTEIN A (RPA) that binds and protects single stranded DNA (Khodaverdian ). Moreover, the TIDE method used in our study limits detection up to 50 bp deletions. Therefore, it is unclear at the moment if MM-SDSA and the SD-MMEJ are the same or molecularly related. PolQ has been suggested to mediate SD-MMEJ and was essential for templated insertions in human cells (Yu and McVey, 2010, Saito ). The recent identification of Arabidopsis PolQ (van Kregten ) may allow studying the role for PolQ in SD-MMEJ in the Arabidopsis germline. However, as polQ mutants are resistant to T-DNA integration (van Kregten ), they could not be readily used in the workflow we present here to test the involvement of polQ in SD-MMEJ in Arabidopsis.
  72 in total

1.  Both CRISPR/Cas-based nucleases and nickases can be used efficiently for genome engineering in Arabidopsis thaliana.

Authors:  Friedrich Fauser; Simon Schiml; Holger Puchta
Journal:  Plant J       Date:  2014-06-17       Impact factor: 6.417

2.  Characterization of genomic deletion efficiency mediated by clustered regularly interspaced short palindromic repeats (CRISPR)/Cas9 nuclease system in mammalian cells.

Authors:  Matthew C Canver; Daniel E Bauer; Abhishek Dass; Yvette Y Yien; Jacky Chung; Takeshi Masuda; Takahiro Maeda; Barry H Paw; Stuart H Orkin
Journal:  J Biol Chem       Date:  2014-06-06       Impact factor: 5.157

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Authors:  Pan Li; Yan-Jie Li; Feng-Ju Zhang; Gui-Zhi Zhang; Xiao-Yi Jiang; Hui-Min Yu; Bing-Kai Hou
Journal:  Plant J       Date:  2016-12-01       Impact factor: 6.417

4.  Basic helix-loop-helix transcription factors JASMONATE-ASSOCIATED MYC2-LIKE1 (JAM1), JAM2, and JAM3 are negative regulators of jasmonate responses in Arabidopsis.

Authors:  Yuko Sasaki-Sekimoto; Yusuke Jikumaru; Takeshi Obayashi; Hikaru Saito; Shinji Masuda; Yuji Kamiya; Hiroyuki Ohta; Ken Shirasu
Journal:  Plant Physiol       Date:  2013-07-12       Impact factor: 8.340

5.  The Arabidopsis bHLH transcription factors MYC3 and MYC4 are targets of JAZ repressors and act additively with MYC2 in the activation of jasmonate responses.

Authors:  Patricia Fernández-Calvo; Andrea Chini; Gemma Fernández-Barbero; José-Manuel Chico; Selena Gimenez-Ibanez; Jan Geerinck; Dominique Eeckhout; Fabian Schweizer; Marta Godoy; José Manuel Franco-Zorrilla; Laurens Pauwels; Erwin Witters; María Isabel Puga; Javier Paz-Ares; Alain Goossens; Philippe Reymond; Geert De Jaeger; Roberto Solano
Journal:  Plant Cell       Date:  2011-02-18       Impact factor: 11.277

6.  DRO1 influences root system architecture in Arabidopsis and Prunus species.

Authors:  Jessica M Guseman; Kevin Webb; Chinnathambi Srinivasan; Chris Dardick
Journal:  Plant J       Date:  2017-03       Impact factor: 6.417

7.  Glutaredoxin GRXS17 Associates with the Cytosolic Iron-Sulfur Cluster Assembly Pathway.

Authors:  Sabrina Iñigo; Astrid Nagels Durand; Andrés Ritter; Sabine Le Gall; Martin Termathe; Roland Klassen; Takayuki Tohge; Barbara De Coninck; Jelle Van Leene; Rebecca De Clercq; Bruno P A Cammue; Alisdair R Fernie; Kris Gevaert; Geert De Jaeger; Sebastian A Leidel; Raffael Schaffrath; Mieke Van Lijsebettens; Laurens Pauwels; Alain Goossens
Journal:  Plant Physiol       Date:  2016-08-08       Impact factor: 8.340

Review 8.  Leveraging Rules of Nonsense-Mediated mRNA Decay for Genome Engineering and Personalized Medicine.

Authors:  Maximilian W Popp; Lynne E Maquat
Journal:  Cell       Date:  2016-06-02       Impact factor: 41.582

9.  Efficient genome editing in plants using a CRISPR/Cas system.

Authors:  Zhengyan Feng; Botao Zhang; Wona Ding; Xiaodong Liu; Dong-Lei Yang; Pengliang Wei; Fengqiu Cao; Shihua Zhu; Feng Zhang; Yanfei Mao; Jian-Kang Zhu
Journal:  Cell Res       Date:  2013-08-20       Impact factor: 25.617

10.  Highly efficient heritable targeted deletions of gene clusters and non-coding regulatory regions in Arabidopsis using CRISPR/Cas9.

Authors:  Julius Durr; Ranjith Papareddy; Keiji Nakajima; Jose Gutierrez-Marcos
Journal:  Sci Rep       Date:  2018-03-13       Impact factor: 4.379

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1.  Arabidopsis natural variation in insect egg-induced cell death reveals a role for LECTIN RECEPTOR KINASE-I.1.

Authors:  Raphaël Groux; Elia Stahl; Caroline Gouhier-Darimont; Envel Kerdaffrec; Pedro Jimenez-Sandoval; Julia Santiago; Philippe Reymond
Journal:  Plant Physiol       Date:  2021-02-25       Impact factor: 8.340

2.  The Solanum tuberosum GBSSI gene: a target for assessing gene and base editing in tetraploid potato.

Authors:  Florian Veillet; Laura Chauvin; Marie-Paule Kermarrec; François Sevestre; Mathilde Merrer; Zoé Terret; Nicolas Szydlowski; Pierre Devaux; Jean-Luc Gallois; Jean-Eric Chauvin
Journal:  Plant Cell Rep       Date:  2019-05-17       Impact factor: 4.570

3.  Dual sgRNA-based Targeted Deletion of Large Genomic Regions and Isolation of Heritable Cas9-free Mutants in Arabidopsis.

Authors:  Yu Jin; Sebastian Marquardt
Journal:  Bio Protoc       Date:  2020-10-20

4.  SlKIX8 and SlKIX9 are negative regulators of leaf and fruit growth in tomato.

Authors:  Gwen Swinnen; Jean-Philippe Mauxion; Alexandra Baekelandt; Rebecca De Clercq; Jan Van Doorsselaere; Dirk Inzé; Nathalie Gonzalez; Alain Goossens; Laurens Pauwels
Journal:  Plant Physiol       Date:  2022-01-20       Impact factor: 8.005

5.  Improving the genome editing efficiency of CRISPR/Cas9 in Arabidopsis and Medicago truncatula.

Authors:  Tezera W Wolabu; Jong-Jin Park; Miao Chen; Lili Cong; Yaxin Ge; Qingzhen Jiang; Smriti Debnath; Guangming Li; Jiangqi Wen; Zengyu Wang
Journal:  Planta       Date:  2020-07-08       Impact factor: 4.116

Review 6.  The Role of Noncoding RNAs in Double-Strand Break Repair.

Authors:  Nathalie Durut; Ortrun Mittelsten Scheid
Journal:  Front Plant Sci       Date:  2019-09-27       Impact factor: 5.753

Review 7.  Precision Breeding Made Real with CRISPR: Illustration through Genetic Resistance to Pathogens.

Authors:  Florian Veillet; Mickael Durand; Thomas Kroj; Stella Cesari; Jean-Luc Gallois
Journal:  Plant Commun       Date:  2020-07-25

8.  New Strategies to Overcome Present CRISPR/Cas9 Limitations in Apple and Pear: Efficient Dechimerization and Base Editing.

Authors:  Jaiana Malabarba; Elisabeth Chevreau; Nicolas Dousset; Florian Veillet; Julie Moizan; Emilie Vergne
Journal:  Int J Mol Sci       Date:  2020-12-30       Impact factor: 5.923

9.  An optimised CRISPR/Cas9 protocol to create targeted mutations in homoeologous genes and an efficient genotyping protocol to identify edited events in wheat.

Authors:  Xiucheng Cui; Margaret Balcerzak; Johann Schernthaner; Vivijan Babic; Raju Datla; Elizabeth K Brauer; Natalie Labbé; Rajagopal Subramaniam; Thérèse Ouellet
Journal:  Plant Methods       Date:  2019-10-24       Impact factor: 4.993

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Authors:  Phillip A Conklin; Robyn Johnston; Brianne R Conlon; Rena Shimizu; Michael J Scanlon
Journal:  Development       Date:  2020-10-21       Impact factor: 6.862

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