Abstract
Powdery mildew (PM), triggered by Oidium neolycopersici, represents a significant threat and a major concern for the productivity of tomato plants (Solanum lycopersicum L.). The presence of susceptibility (S) genes in plants facilitates pathogen proliferation and their dysfunction can lead to a recessively inherited broad-spectrum and durable type of resistance. Past studies have demonstrated that disrupting the function of DND1 (Defense No Death 1) increases plant resilience against various pathogens, such as powdery mildew (PM), but this comes at the cost of negatively affecting the overall health and vigor of the plant. To investigate the possibility of minimizing the adverse effects of the dnd1 mutation while boosting disease resistance, a CRISPR-Cas9 construct with four single guide RNAs targeting three exons of SlDND1 (Solyc02g088560.4.1) was designed and introduced into the tomato variety Moneymaker (MM) through Agrobacterium tumefaciens-mediated transformation. Three T1 lines (named E1, E3 and E4) were crossed with MM and then selfed to produce TF2 families. All the TF2 plants in homozygous state dnd1/dnd1, showed reduced PM symptoms compared to the heterozygous (DND1/dnd1) and wild type (DND1/DND1) ones. Two full knock-out (KO) mutant events (E1 and E4) encoding truncated DND1 proteins, exhibited clear dwarfness and auto-necrosis phenotypes, while mutant event E3 harbouring deletions of 3 amino acids, showed normal growth in height with less auto-necrotic spots. Analysis of the 3D structures of both the reference and the mutant proteins revealed significant conformational alterations in the protein derived from E3, potentially impacting its function. A dnd1/dnd1 TF2 line (TV181848-9, E3) underwent whole-genome sequencing using Illumina technology, which confirmed the absence of off-target mutations in selected genomic areas. Additionally, no traces of the Cas9 gene were detected, indicating its elimination through segregation. Our findings confirm the role of DND1 as an S-gene in tomato because impairment of this gene leads to a notable reduction in susceptibility to O. neolycopersici. Moreover, we provide, for the first time, a dnd1 mutant allele (E3) that exhibits fitness advantages in comparison with previously reported dnd1 mutant alleles, indicating a possible way to breed with dnd1 mutants.
Supplementary Information
The online version contains supplementary material available at 10.1186/s12870-024-05428-3.
Keywords: CRISPR/Cas9, S-genes, dnd1 mutants, Reduced symptoms, Reduced fitness costs
Introduction
Tomato (Solanum lycopersicum L.), whose berries are rich in lycopene, vitamins and minerals, is the world’s second most cultivated and profitable vegetable after potato. In the year 2020, over 186.8 million tons of tomatoes were harvested [1]. Tomato yields are extremely variable in the world, as the crop is challenged by abiotic stresses, like salt [2–4] and heat [5]; and biotic stresses, especially numerous diseases caused by fungi, bacteria, phytoplasmas, viruses and viroids [6]. Powdery mildew (PM), caused by ascomycete fungi belonging to the Erysiphales order, infects the aerial regions of higher plants and may reduce yield by up to 30% [7–9]. Among them, Oidium neolycopersici strongly infects tomatoes and causes powdery white lesions on the adaxial and abaxial leaf surfaces, petioles, and calyx. Severe infections lead to leaf chlorosis, premature senescence and considerable fruit size reduction and quality [10], posing a significant threat to tomato production [11]. As a result, much research effort has been focused on testing wild tomato species for their resistance to O. neolycopersici infection, which can be crossed with the commercial tomato to breed resistant new cultivars [12, 13].
To date, five dominant monogenic resistance loci, known as Ol-genes, have been discovered in wild tomato species. Ol-1 (derived from S. habrochaites G1.1560), Ol-3 (from S. habrochaites G1.1290), and Ol-5 (from S. habrochaites PI247087) offer partial resistance through a delayed hypersensitive response (HR). Conversely, Ol-4 (sourced from S. peruvianum LA2172) and Ol-6 (of unknown origin) induce a rapid HR, resulting in complete resistance to powdery mildew (PM), which is race-specific [14]. Beyond these dominantly inherited Ol-genes, a recessive gene, ol-2, found in S. lycopersicum var. cerasiforme LA1230, provides broad-spectrum resistance to various PM species [15] when present in homozygous state. The cloning of ol-2 showed it to be a homologue of the barley susceptibility (S) gene to powdery mildew, MILDEW RESISTANCE LOCUS O (MLO) [15]. In tomatoes, at least three SlMLO genes, SlMLO1, SlMLO5, and SlMLO8 [16], are implicated in susceptibility to PM caused by O. neolycopersici. Of the three MLO homologues, the SlMLO1 gene plays a major role since natural-occurring (the ol-2 allele), EMS-induced (the m200 allele) and CRISPR-induced loss-of-function mutants, are able to arrest almost completely fungal penetration and sporulation [15–18].
A plant gene facilitating a compatible interaction with a pathogen is termed an S-gene. These genes are part of a wide range of gene families, participating in various functions, many of which are crucial for plant physiological processes [19, 20]. Although mutations in S-genes can confer durable, recessive, and potentially wide-spectrum resistance to plants, their inactivation may result in pleiotropic effects [21, 22]. Apart from ol-2 (impaired MLO1 gene), there have been several instances where resistance to the PM fungus O. neolycopersici was attained through the dysfunction of S-genes in both tomato and Arabidopsis. An example includes PMR4 (Powdery Mildew Resistant 4), which encodes a callose synthase responsible for callose production under (a)biotic stress conditions [23]. The use of CRISPR/Cas9-based gene editing has been successful in reducing susceptibility to late blight caused by Phytophthora infestans and to PM in tomato [24, 25]. DMR1 (Downy Mildew Resistance 1) encodes a homoserine kinase (HSK). RNAi silencing of DMR1 homologs in tomato reduced proliferation of O. neolycopersici, although DMR1 silencing also caused dwarfing [26]. DMR6 (Downy Mildew Resistance 6) encodes a 2OG and Fe(II)-dependent oxygenase with salicylic acid (SA) 5-hydroxylase activity, reducing the active SA pool. CRISPR mutants with inactivated DMR6 in tomato show increased SA levels and enhanced resistance to different classes of pathogens, including O. neolycopersici [27–29]. CESA3 (Cellulose synthase 3) encodes a subunit of the cellulose synthase complex which is essential for plant cell wall formation [30]. The Arabidopsis cesa3 (cev1) mutant shows constitutively activated jasmonate (JA) and ethylene (ET) defence signalling pathways and has increased resistance to several species of PM, among which O. neolycopersici [31].
Arabidopsis Defense No Death 1 (AtDND1) encodes a cyclic nucleotide-gated cation channel (CNGC; also known as AtCNGC2) [32–35]. The Arabidopsis dnd1 mutant shows a reduced ability to produce an HR cell death response, a central feature of gene-for-gene plant disease resistance, while exhibiting enhanced resistance against a broad spectrum of fungal, bacterial, and viral pathogens [32, 33]. In previous studies, it was reported that RNAi-silencing of both tomato and potato orthologs of DND1 resulted in resistance to P. infestans and Botrytis cinerea [36, 37] as well as to two PM species, O. neolycopersici (On) and Golovinomyces orontii [36]. However, the pleiotropic effects of DND1 silencing have been underlined especially in tomato, showing a severe dwarf phenotype, auto-necrosis and decreased male fertility [36, 38]. Comparing the fitness costs between tomato and potato, it was found that potato dnd1 RNAi-mediated knockdown (KD) mutants displayed a significantly weaker dnd1 phenotype with much less dwarfism and fewer auto-necrotic spots, which may be due to the tetraploidy of potato [38]. To make DND1 a highly reliable and valuable target for tomato breeding, it is thus crucial to propose a strategy to reduce fitness costs. CRISPR/Cas9 editing has emerged as a revolutionary tool in crop breeding, and has greatly facilitated the functional characterization of tomato genes involved in fruit yield and quality, stress response, development and ripening, and domestication process [13, 39, 40].
In this study, we report the successful generation of three different mutant alleles of the tomato ortholog of the DND1 gene via CRISPR/Cas9 system and investigate the impacts of different mutation events on PM resistance and the fitness trade-off.
Materials and methods
Experimental scheme
An experimental scheme (Fig. 1) was employed to generate stable mutants in the DND1 gene with a reduced fitness cost. First, genetic transformation of the tomato cultivar ‘Moneymaker’ (MM) was conducted to introduce targeted mutations in the dnd1 gene through CRISPR-based technology. T1 transformants were tested for powdery mildew response and genotyped with a NPTII marker. Several T1 transformants showing less powdery mildew infection were selected and crossed with MM (T1 x MM), to produce a TF1 generation. TF1 plants were selfed to produce a TF2 generation. TF2 plants were phenotyped, genotyped, and analysed for disease resistance. All TF2 families used in this study are shown in Table 1.
Table 1.
Event | Phenotype | length (aa) | B(sg10) | C | D(sg5) | D(sg6) | E | F(sg8) |
---|---|---|---|---|---|---|---|---|
E1 | severe dwarf, severe necrosis | 381 | - | - | -3 bp | + 1 bp* | - | - |
E3 | no dwarf, necrotic spotting at edge of leaves | 705 | -3 bp | - | - | -6 bp | - | - |
E4 | severe dwarf, severe necrosis | 129 | -2 bp* | - | - | -1 bp/-8 bp/none | - | − 7 bp |
CRISPR/Cas-9-targeted mutagenesis of SlDND1
Four single guide RNAs (sgRNAs) (sgRNA10: GAAGCAAGCGCGTGCAGAGA, sgRNA5: ATGTGTTTGGATGTCAATGG, sgRNA6: GTCAATGGACCATTTCCATA, sgRNA8: GCCACAAGCATACTTGAGCC) were designed targeting the DND1 homolog (Solyc02g088560.4.1) from the Sol Genomics Network database [41], on the website https://cctop.cos.uni-heidelberg.de/, and selected manually as described by [42, 43]. The program Cas-OFFinder (http://www.rgenome.net/cas-offinder/) was used to check for possible off-targets of the four sgRNAs of SlDND1. The mismatch number was set at 3 or less. A single CRISPR/Cas9 construct containing the four sgRNAs, the NPTII resistance gene, and the Cas9 gene was constructed as described by [25]. The plasmids were cloned using E. coli DH5α and transformed to Agrobacterium strain AGL1. MM was used for genetic transformation according to the method described by [44]. Primary transformants (T1) were obtained from the in vitro cultivation, and the mutants positive for both NPTII and Cas9 gene were selected. Since it was difficult to obtain selfing seeds from the dnd1 T1 mutants, a TF1 generation was produced by crossing T1 and wild-type MM plants.
PCR-based characterization of mutation events and genotyping
DNA was extracted from the T1, TF1 and TF2 genotypes with the modified CTAB DNA extraction method (Porebski et al. 1997), quantified on the Qubit fluorometer (Thermofisher, USA), and NanoDrop™ One Microvolume UV-Vis Spectrophotometer (Thermofisher, USA). We used 5 pairs of primers covering all the regions of SlDND1 with possible mutations that could be visible via electrophoresis. The positions of these primers and their PCR products are shown in Fig. 2, and primer sequences are provided in Table S1. The distinction between homozygous mutant, heterozygous, and homozygous wild-type TF2 plants was made by PCR using the same primers as described above. The amplified fragments were Sanger sequenced, and their allelic status (monoallelic, bi-allelic, and heterozygous) was determined by TIDE (Tracking of Indels by DEcomposition) at http://shinyapps.datacurators.nl/tide.
Sldnd1 mutant phenotype analysis and disease assay
Seeds from both TF1 and TF2 families were sown individually, with the resulting plant numbers for each family detailed in Table S2. The greenhouse conditions at Unifarm of Wageningen University & Research (The Netherlands), were maintained at 21 ℃ during the day and 19 ℃ at night, alongside a relative humidity of 70% ± 15% and a photoperiod of 16 h. At the age of four weeks, the plants were treated with a spray of O. neolycopersici (On) conidiospores, sourced from the leaves of infected tomato MM plants, at a density of 3.5*104 spores per milliliter. Disease index (DI) evaluations were conducted 10 and 12 days post-inoculation by visually assessing the powdery mildew symptoms on a scale ranging from 0 to 3 [15]. For comparison, wild-type MM plants served as the control group (Ctrl).
Quantification of relative fungal biomass
At 21 days after inoculation, the fourth true leaf was harvested from each of the infected tomato mutants and the control plants. The genomic DNA (gDNA) of both the plant and the fungus was extracted from these samples using a modified CTAB method [45]. The primers aimed at quantifying fungal biomass, as listed in Table S1, were designed to target the internal transcribed spacer (ITS) region of O. neolycopersici (On) and the Elongation Factor 1α (Ef1α) gene of the tomato [16, 46]. Quantitative real-time PCR (qRT-PCR) analyses were conducted on three biological replicates using a C1000 light cycler system (Bio-Rad) and SYBR Green mix (Bio-Rad). The relative quantity of fungal to tomato gDNA was determined using the 2−ΔΔCt method [47].
Whole genome sequencing of wild-type MM and TV181448 mutant
A genomic DNA library with short inserts (350-bp) was constructed using one microgram of DNA (Novogene, Hong Kong) and sequenced on an Illumina sequencer (Illumina Inc., San Diego, CA, USA) employing paired-end sequencing technology (2 × 150 bp). The initial sequencing data were processed using fastp (https://github.com/OpenGene/fastp) to eliminate any remaining adapter sequences and low-quality reads (Q < 30). Following this, a de novo assembly of the genome was carried out with the MegaHit assembler (version 1.2.9, https://github.com/voutcn/megahit), applying specific parameters for the assembly process (k-min = 27, k-max = 141, k-step = 10, cleaning-rounds = 1, and disconnect-ratio = 0). To evaluate the assembly quality, metrics such as N50, the number and size of contigs/scaffolds, and the total genome length were calculated using the Assemblathon_stats.pl Perl script (https://github.com/ucdavis-bioinformatics/assemblathon2-analysis) (Table S3). Further analysis of the mutant’s genome sequence was performed using BLAST to search for potential insertions with the T-DNA sequence as the reference. The analysis prioritized results based on the e-value (e-value < 1 × e− 10), percentage of similarity, and coverage of the query.
Homology modelling of DND1 (wild type and mutants) and comparison of 3D structures
The DND1 proteins in both wild-type (WT) and mutant forms were generated using the ‘getorf’ utility (http://emboss.sourceforge.net), and their sequences were aligned using Clustal Omega (https://www.ebi.ac.uk/Tools/msa/clustalo). The potential impact of mutations on the proteins’ functionality was assessed using the Provean server (http://provean.jcvi.org), which evaluates the functional effects of various types of protein sequence alterations, including single amino acid changes, insertions, deletions, and multiple substitutions, with a standard score threshold of − 2.5. For both WT and mutant proteins, homology models were created using SWISS-MODEL (https://swissmodel.expasy.org), based on the HCN1 channel structure from Homo sapiens L. (SMTL ID 6uqf.1) as the reference. These models underwent validation checks with Molprobity [48] and QMEAN [49]. The comparative analysis of the models was executed using UCSF Chimera (version 1.16, https://cgl.ucsf.edu/chimera).
On- and off-target analyses and SNP statistics
In edited plants, the analysis of genomic variations and allele frequencies at the SlDND1 locus was conducted using CRISPResso2 (http://crispresso2.pinellolab.org) for CRISPR edits and SNP/indel examination. Sequencing reads from the edited tomato plants were aligned to the tomato reference genome (SL4.0, https://solgenomics.net) utilizing the Burrows–Wheeler Aligner (version 0.7.17, https://sourceforge.net/projects/bio-bwa/files) with the ‘mem’ option and standard settings. The resulting BAM files were further processed for SNP identification using Samtools (version 1.9-166-g74718c2) mpileup, adhering to default settings but with a minimum mapping quality set to 20. This process generated a variant call format (vcf) file. The vcf file was then scrutinized within a 200 bp range of each sgRNA target site to identify SNP/indels, employing bedtools intersect (https://bedtools.readthedocs.io) for this purpose. For detecting potential off-target effects, the CasOT tool (https://github.com/audy/mirror-casot.pl) was employed to scan the tomato genome (SL4.0, https://solgenomics.net) for off-target sites, considering all sgRNAs as probes in sgRNA mode with the default PAM type (NGG = A) and allowing up to two mismatches in both the seed and non-seed regions. The identified off-target genomic regions were then cross-referenced with the vcf file using bedtools, for both edited and control plants, to exclude regions without polymorphisms in the controls. Custom bash scripts were utilized for the analysis of these results.
Results
CRISPR/Cas-9-targeted mutagenesis of SlDND1 and mutant generation
A single CRISPR/Cas9 construct containing four sgRNAs (Fig. 2), the NPTII resistance gene, and the Cas9 gene was built and used to transform the tomato cultivar MM, susceptible to On, via A. tumefaciens. The four sgRNAs were specific to the DND1 homolog (Solyc02g088560) from the Sol Genomics Network database [41], increasing the possibility of obtaining large deletions between sgRNAs and disrupting the gene structure and function. Primary transformants (T1) were obtained following genetic transformation and in vitro cultivation, and a total of 39 T1 plants were selected via PCR screening for the presence of both NPTII and Cas9 genes. Progenies that exhibited no PCR signal were tentatively considered to be Cas9-free. These transformants were tested with On. A subset of 12 transformants showing no or fewer powdery mildew symptoms was selected, of which all but one showed dwarfness and auto-necrosis.
Phenotypes of the Sldnd1 mutants
Three specific T1 mutants (E1, E3, and E4) were selected as representatives based on their phenotypes: E1 and E4 exhibited clear dwarf and auto-necrosis phenotypes, while E3 showed a mild dwarf phenotype. These T1 plants were crossed with MM (Fig. 1). The obtained TF1 were selfed to generate TF2 progenies, segregating for the mutant DND1 alleles. Among them, we observed distinct dnd1 phenotypes (e.g.: plant height, Table S4). TF2 from E1 and E4 showed segregation of severely dwarfed plants with necrotic spots or normal plants (Fig. 3a, b), while plants derived from E3 were normal plants or exhibited a slightly dwarfed phenotype with fewer auto-necrotic spots, which appeared later than in E1 and E4 mutant plants (Fig. 3c).
Genotypes of the Sldnd1 mutants
The TF2 mutants were fully characterized through Sanger sequencing, and TIDE analyses allowed the reconstruction of the original editing events. Genotypes were amplified with primer pairs (Table S1) flanking the sgRNA target regions (five regions: B, C, D, E, F; Fig. 2). No large deletions were discovered at this step, compared with the length of the amplicons of wild-type plants. All TF1 plants were shown to be heterozygous (DND1/dnd1, Aa). The TF2 lines derived from the three events exhibited different allelic profiles (Table 1), segregating at the DND1 locus (AA, Aa, and aa; Table S4). In particular, the mutant TF2 plants derived from the E1 event showed a 3-bp deletion at sgRNA5 and 1-bp insertion at sgRNA6, the latter generating a truncated protein. The mutant TF2 plants derived from the E3 event showed a 3-bp deletion at sgRNA10 and a 6-bp deletion at sgRNA6, resulting in the deletion of 3 amino acids. The mutant TF2 plants derived from the E4 event showed a 2-bp deletion at sgRNA10, generating a truncated protein, followed by a 1-bp or 8-bp deletion at sgRNA6 and a 7-bp deletion at sgRNA8. TF2 progenies underwent PCR screening to detect the presence or absence of both NPTII and Cas9 genes (Table S1). Progenies that exhibited no PCR signal were tentatively considered to be Cas9-free.
Resistance to powdery mildew in Sldnd1 mutants
To evaluate the resistance of the Sldnd1 TF2 mutants, we inoculated them with On (Fig. 4), assessing the disease index (DI) score (Fig. 5a). Additionally, we quantified the disease severity by measuring the relative On biomass in the mutants, complementing the DI observations (Fig. 5b). MM plants were used as controls. Of the three TF2 families, all wild type (AA) and heterozygous (Aa) plants from E1, E3, and E4 were shown to be susceptible to On, with no significant differences in the DI score and the relative fungal biomass compared with the MM control (Fig. 5, Table S4). Homozygous mutants (aa) from E1, E3 and E4, however, were resistant to On, with a significant reduction in both DI score and the relative fungal biomass compared with Aa and AA plants as well as the MM control. Surprisingly, the aa mutants from E3, besides displaying improved resistance (Fig. 5), exhibited less dwarfism and auto-necrotic spots (Fig. 3c).
Impact of Sldnd1 copy number on plant fitness
To address the question of whether the DND1 gene plays a dosage-dependent role in regulating PM resistance and fitness costs in tomato, we compared heterozygous plants of the segregating TF2 families with the homozygous plants. Heterozygous plants (one copy of the dnd1 mutant allele) could combine a reduced fitness cost with an acceptable degree of disease resistance if dnd1 functions in a dosage-dependent manner. For TF2 families derived from E1 and E4 at the seedling stage (till the 4th true leaf, 30 days after sowing), the dnd1 (aa) homozygous plants displayed a significant reduction in size compared with the plants belonging to the other two genotype classes (Aa and AA). Interestingly, all heterozygous plants, including those from TF1 and TF2 generations, were intermediate in height and showed a moderately reduced dnd1 phenotype (less dwarfism) without displaying auto-necrotic spots (Fig. 3b). At a later growth stage (two months after sowing; Fig. 6), the homozygous mutants (aa) from the E4 TF2 family showed statistically significant dwarfism (mean: 28.81 ± 1.23 cm), whereas the size of heterozygous plants (Aa) (mean: 61.15 ± 5.39 cm), was comparable with that of the plants carrying wild-type alleles (AA, mean: 61.20 ± 5.23 cm) and controls (MM, mean: 66.30 ± 1.28 cm). Notably, homozygous mutants (aa) from E3 showed a minor decrease in size (mean: 61.10 ± 2.69 cm), with no statistical differences when compared with heterozygous plants (74.33 ± 1.57 cm) and with those containing the wild-type alleles (AA; 69.25 ± 3.81 cm). The aa plants from E3 also showed fewer auto-necrotic spots, which appeared later than those of the dnd1 homozygous mutants from the E1 and E4 families (Fig. 3c). A homozygous plant from the E3 TF2 family, designated as TV181448-9, was chosen for further genomic research.
Whole genome sequencing of TV181448 (E3) and off-target effects
Illumina whole-genome sequencing was performed on TV181448-9 and a wild-type MM in vitro plant, producing 438 million raw paired-end reads (65.8 Gb; Table S3). The coverage varied between 43.4X for TV181448-9 and 40.6X for the wild type. Following the filtering and trimming process, we secured 436 million high-quality reads, accounting for 99.46% of the total. The sequence data were deposited in the NCBI Short Read Archive under specific submission identifiers (PRJNA1090062). A de novo genome assembly was carried out for the mutant TF2 plant (Table S3), and a blastn analysis revealed no T-DNA insertions in the scaffolds, indicating Cas9 elimination by segregation. The mutation in the DND1 locus (Solyc02g088560) of the TF2 plant TV181448-9 was confirmed, revealing a 3-bp deletion at sgRNA10 (Q114del) and a 6-bp deletion at sgRNA6 (FP369-370del), both in the homozygous state.
To verify that TV181448-9 displayed mutations solely in the DND1 locus and to investigate potential off-target effects, we examined candidate off-target loci using the sequencing data. We identified a list of 28 potential off-targets for the four sgRNAs used to target the DND1 locus, which all had more than 2 bp mismatches compared with the gRNAs, and were located in both coding (2) and non-coding (26) regions (Table S5 and S6). We mapped the Illumina reads from the wild-type and TV181448-9 genomes to the tomato ‘Heinz 1706’ reference genome for off-target analysis. All 28 putative off-target regions were fully covered by Illumina reads in both the wild type and dnd1 mutant, ruling out the possibility of large deletions (data not shown). Comparing DNA alignments in the wild-type MM and dnd1 mutant, we found no SNPs/indels in the candidate off-target regions. While some indels/SNPs were present in the surrounding regions (SL4.0ch05:26816411–26,816,434 and SL4.0ch12:31973239–31,973,262), they did not indicate off-target effects, being conserved SNP/indels between the dnd1 mutant and wild-type MM or outside of the 20 bp window related to the gRNA-like sequence (200 bp window). These analyses confirm the specificity of Cas9-mediated DND1 gene editing and demonstrate the absence of off-target effects. We detected 49,599 SNPs in TV181448-9, with 90.7% being heterozygous, and 43,757 SNPs in the wild-type Moneymaker (MM), with 89.3% heterozygosity, referencing the Heinz tomato genome. The mean number of SNPs and the rate of variation were similar between the edited and non-edited plants, exhibiting average variation rates of 6.34 × 10− 5 and 5.59 × 10− 5, respectively (Table S7).
Homology modelling of DND1 in E3 event and 3D structure comparison
Preliminary sequence evaluation of the dnd1 mutants was performed. Multiple sequence alignment (Fig. 7) of the reference protein (DND1, Solyc02g088560.4.1) with the predicted proteins of the 3 mutation events (Table 1) revealed two different types of protein changes: (1) severely truncated DND1 proteins (E1, E4) representing KO mutations, and (2) almost full-length protein without frame shift with 1 and 2 amino acids deleted (E3). Multiple sequence alignment (Fig. 8) of the E3 allele (in plant TV181448-9) with the reference protein (SlDND1, Solyc02g088560.4.1) revealed that the editing outcome (a 3-bp deletion at sgRNA10 and a 6-bp deletion at sgRNA6) resulted in amino acid deletions (Q114del and FP369-370del).
The mutation impact analysis on E3 protein functionality was conducted through the Provean server. The first nucleotide indel (-3 bp) was predicted to produce an amino acid deletion (Q114del), which Provean reported as highly deleterious (score − 8.657). The second nucleotide indel (-6 bp) was predicted to produce further amino acid deletions (F369_P370del), which Provean reported as highly deleterious (score − 9.486). Overall, the three amino acid deletions showed a high impact on protein function.
To evaluate any conformational change impacting function, we tried to reconstruct the 3D protein structures of both wild-type and mutants. Homology models for both the wild-type and mutated proteins were built and positively validated. The wild-type protein showed a QMEAN4 value of -2.27, and the Ramachandran plot showed that 90.51% of the residues were in favored regions. The QMEAN4 value for the mutated protein was − 2.44, and 90.16% of the residues were in the favoured regions of the Ramachandran plot. The difference between the two models was analyzed in the UCSF Chimera software [50]. A comparison of the 3D structures of both reference and mutant was attempted using the reconstructed 3D proteins in monomer form (Fig. 9) and tetrameric form (Fig. 10). Three observations were made: (1) the mutation (FP369-370del) is adjacent to the selective filter ( [51]; Figs. 8 and 9); (2) the portion of the protein affected by the mutation changes conformation upstream of the selective filter and the pore helix (Fig. 8); (3) this conformational change is sterically bulky (Fig. 9). In the tetramer model, this conformational change is even more noticeable (Fig. 10).
Discussion
Plants with constitutive defense responses may result from a disabled DND1 function; however, tomato plants with strongly silenced DND1 expression show pleiotropic effects, are ineffective in fruit production, and have low fitness [36]. In this study, we generated knock-out (truncated proteins) dnd1 mutants and a dnd1 mutant with deletion of 3 amino acids (Q114del; FP369-370del) in the tomato cultivar MM susceptible to PM by applying CRISPR/Cas9 technology. We investigated two ways to minimize the negative effects of dnd1 mutants for breeding: (1) exploiting heterozygous knock-out mutants, to test the potential increased resistance towards Oidium neolycopersici, and (2) deepening the study of a unique dnd1 mutant with deletion of 3 amino acids. The latter was also studied through whole-genome sequencing to exclude the emergence of any unintended off-target effects and to assess its substantial equivalence with wild-type plants.
Pleiotropic effects of Sldnd1 mutants: gene-dosage dependence
In previous studies it was shown that CRISPR-KO and RNAi-triggered knock down (RNAi-KD) of DND1 can result in severe dwarfism, auto-necrosis, and reduced male fertility in different plant species [33, 36, 38]. Recently, three cyclic nucleotide gated channels (CNGC2 – DND1, CNGC4, and CNGC6) null mutants, likely interacting in the formation of a multimeric CNG channel complex, were evaluated [52]; the loss of CNGC6 does not cause dwarfism as the cngc2 and cngc4 mutants did. RNAi-KD of DND1 in tetraploid potato resulted in slight dwarfism [38], suggesting that polyploid plants exhibit better tolerance to decreased expression level of DND1 than diploid plants probably due to a gene dosage-effect. In this study, TF2 progenies showing segregation of CRISPR-induced mutant alleles at the DND1 locus were developed. This approach was attempted to: (1) overcome the difficulty of selfing the primary mutant transformants; (2) test whether heterozygous DND1dnd1 plants (containing one copy of the mutant allele) provide adequate PM resistance without showing reduced fitness.
The degree of PM resistance was not in proportion to the copy number of a mutant allele of SlDND1 in any of the TF2 families (derived from E1, E3, E4). Homozygous KO mutants provided protection against PM disease, but neither heterozygous nor wild-type plants did, as highlighted by the analysis of the DI score and fungal biomass. In contrast, Sldnd1 dosage-dependent dwarfism [53] was demonstrated in segregating families from E1 and E4, but not in the E3-derived family.
PM resistance in E1 and E4: potential role of phytohormones
Homozygous TF2 mutants from E1 and E4, having truncated copies of the DND1 protein because of an early stop codon, lead to a full functional KO of DND1 (Fig. 4). This study shows that PM resistance in tomato can be efficiently achieved by complete KO of SlDND1. This is in line with several recent studies that describe resistance to various pathogens through RNAi silencing and CRISPR editing of DND1 in different crops [37, 54].
The dnd1 mutants of Arabidopsis conferring a broad-spectrum resistance failed to produce HR [33]. This was accomplished by sustaining high levels of defence-associated phytohormones, such as the constitutive expression of pathogenesis-related (PR) genes [33]. For monitoring the activity of defense-related signalling pathways, expression profiles of phytohormone marker genes have been investigated in a number of studies concerning different plant-microbe interactions. In Arabidopsis dnd1 mutants only the SA-mediated signalling pathway illustrated by elevated expression of the SA-dependent PR-1 gene contributes to increased resistance to Pseudomonas syringae pv. tomato DC3000 [33] and Botrytis cinerea [55]. The increased resistance to late blight caused by P. infestans observed in RNAi-DND1 silenced potato plants relied on an early induction of both the SA- and ET-mediated signalling pathways [37]. To understand the mechanisms underlying PM resistance in tomato, it will therefore be worthwhile in the future to investigate expression profiles of SA, ET, and JA pathway marker genes in dnd1 KO mutants.
Fitness advantages of Sldnd1 E3 allele: homology modelling and 3D structure
Homozygous mutants from E3 line represent the first example of induced mutation in DND1 generating tolerance to PM with less negative pleiotropic effects. To assess the structural basis for this unique trait, homology modelling of DND1 in the E3 event as well as in the other events (E1 and E4) and in the wild-type MM sequence was carried out and discussed.
The protein CNGC2, encoded by DND1, senses fluctuations in the levels of intracellular cyclic nucleotides (cNMP) and controls a variety of cellular processes, notably the influx of Ca2 + into plant cells [51]. Recent evidence strongly supports the role of cyclic nucleotide-gated channels as primary effectors of cNMPs in plant cells [51]. These channels serve as crucial cellular switches, transducing variations in the intracellular levels of cyclic nucleotides into alterations in membrane potential and ion concentrations [56].
The E3 allele in TV181448-9 mutant can produce auto-necrotic spots on the leaves, so it might maintain the capability to produce HR. The DND1 protein structure suggests an involvement of the region related to the cation sensing (selectively filter + pore domain), since the mutation in E3 impacts, from the structural point of view, the part of the protein related to the pore-loop cation channel (Figs. 9 and 10) exhibiting relevant conformational changes (Fig. 10). In cyclic nucleotide-gated channels, the “selective filter” is a critical region within the pore domain that dictates ion selectivity [51]. This filter enables the channel to selectively permit the passage of specific ions (e.g., Ca2+, K+, Na+) based on their size and charge, while excluding others. Conformational changes in ion channels often affect gating mechanisms that control their opening and closing. For example, in voltage-gated potassium channels, changes in voltage sensor domains open the channel pore [57]. Similarly, conformational changes in the CNG channel of DND1 may indicate how mutations alter channel opening and ion flow. In particular, the two-amino-acid FP369-370 deletion in the DND1 protein in the TV181448-9 mutant, may cause a conformational change in the protein’s pore-loop cation channel, which affects the recognition of Ca2+ ions, leading to dysregulation of Ca2+ signalling.
The mutation FP369-370del is located adjacent to the selective filter of the CNG channel. The selective filter is crucial for the channel’s function, determining the selectivity and conductance properties of the channel. Mutations in or near this region can significantly alter how ions pass through the channel, potentially affecting the channel’s ion selectivity and gating properties. Steric bulk can hinder the movement of protein parts essential for channel function. For instance, in the MscL channel of Escherichia coli, bulky side chains were found to affect channel gating by blocking or altering necessary movements within the channel structure [58]. This proximity suggests that the FP369-370del mutation could disrupt normal ion flow, leading to altered cellular functions or signaling pathways. Moreover, in a tetrameric model, the mutation-induced conformational change is more pronounced, suggesting magnified effects in the quaternary structure. Cooperative behavior in tetrameric channels, like CNG and Shaker potassium channels, means changes in one subunit can influence others, altering overall channel dynamics and function [59].
Thus, it would seem appropriate to investigate the role that “selectively filter” plays in the DND1 protein of the TV181448-9 mutant and the role that the conformational change, the steric bulkiness of this change and/or the amplification effect of the change in the tetrameric model might play in cation (Ca2+) recognition. It would be interesting to conduct affinity experiments on different cations using the mutant gene and wild-type.
Breeding values of homozygous E3 line
Although the CRISPR/Cas9 approach can result in random mutations at target loci that are functionally equivalent to natural mutations, it is not always easy to predict this equivalence. It has been suggested that the variations observed in edited lines are mostly induced by somaclonal variation during in vitro culture, inheritance from maternal plants, and pre-existing variation across the germline [60]. Whole genome sequencing (WGS) can be used to analyze the substantial equivalence of edited lines with their wild-type counterparts. WGS provides comprehensive information about genomic variations, such as indels, SNPs, other structural differences, and the presence/position of Cas9 residual copies. Several studies have employed WGS analysis of WT and CRISPR/Cas9-edited lines to investigate the specificity of genome editing [61]. These studies observed that off-target mutations occur at a much lower level than background mutations due to pre-existing/inherent genetic or/and somaclonal variations [24, 60, 62–64].
In agreement with these observations, targeted deep sequencing of sldnd1 (E3, TV181448-9) mutant plant at 28 putative off-target loci confirmed the absence of off-target mutations (Table S5 and S6). The average number of SNPs and variation rate was comparable between unedited and edited plants (6.34 × 10− 5 for edited plants vs. 5.59 × 10− 5 for unedited plants, respectively, Table S7) and coherent with what was previously observed in tomato (Li et al. 2022). In addition, our de novo genome assembly using the WGS data indicates that the Cas9 gene could readily be eliminated by segregation in TF2. Such elimination from dnd1 plants classifies them as NGT 1 events (New Genomic Technologies, category 1; [65]) and prevents the induction of mutations at untargeted loci. Homozygous mutants from the E3 line promise to be useful in future breeding projects. Indeed, it will be crucial to evaluate the impact of these genomic variations on agronomically important traits, such as tomato fruit production; for these reasons, comprehensive field trials and phenotypic assessments will be necessary to assess the overall productivity.
Conclusions
Our results demonstrate, for the first time, a reduced susceptibility to On in tomato KO dnd1 mutants obtained through CRISPR/Cas9 gene editing and describe a special dnd1 mutant allele, with reduced fitness costs. This plant lost any T-DNA insertion (e.g. eliminated Cas9) and showed the presence of a causal mutation (amino acids deletion) in the DND1 locus, which is virtually indistinguishable from one that might occur in nature. The present findings underscore the importance of precision genetic engineering, as even small changes can have significant impacts on a plant’s overall phenotype. These results align with the broader philosophy of “less is more”, which emphasizes the importance of simplicity and essentiality in design and construction, a principle that can be applied not only to architecture but also to genetic engineering.
Electronic supplementary material
Below is the link to the electronic supplementary material.
Author contributions
AA, AM, AMW, YB conceptualized the study. RL, VB designed and performed the genetic transformation. RL, LC, VB and FMD performed the tissue culture and growth chamber and greenhouse experiments. RL, LC, FMD performed pathogen assays. RL, AA, MM and AM conducted genomic and bioinformatics analyses. RL, AA and YB curated the data and wrote the original draft. AA, AM, MM, YB and AMW supervised the study and reviewed and edited the draft. All authors contributed to the article and approved the submitted version.
Funding
This research was funded by Plant Breeding, Wageningen University & Research (WUR), the ‘Cassa di Risparmio di Cuneo’ (CRC) Foundation under the research project Pathogen Resistance introduction in commercially important hOrticultural Species in PiEdmonT (PROSPEcT, https://www.crispr-plants.unito.it). This research was supported by China Scholarship Council (CSC, NO. 201909370091).
Data availability
The sequence data were deposited in the NCBI Short Read Archive under specific submission identifiers (PRJNA1090062).
Declarations
Ethics approval and consent to participate
Not applicable.
Consent for publication
Not applicable.
Dual publication
The results/data/figures in this manuscript have not been published elsewhere, nor are they under consideration (from you or one of your Contributing Authors) by another publisher.
Authorship
I have read the Nature Portfolio journal policies on author responsibilities and submit this manuscript in accordance with those policies.
Third party material
All of the material is owned by the authors and/or no permissions are required.
Competing interests
The authors declare no competing interests.
Footnotes
Publisher’s Note
Springer Nature remains neutral with regard to jurisdictional claims in published maps and institutional affiliations.
Ruiling Li and Lei Cui contributed equally to this work.
Contributor Information
Yuling Bai, Email: bai.yuling@wur.nl.
Alberto Acquadro, Email: alberto.acquadro@unito.it.
References
- 1.FAOSTAT. Food and Agriculture Organization Corporate Statistical Database. 2021.
- 2.Singh H, Kumar P, Kumar A, Kyriacou MC, Colla G, Rouphael Y. Grafting Tomato as a Tool to improve Salt Tolerance. Agronomy. 2020;10:263. 10.3390/agronomy10020263 [DOI] [Google Scholar]
- 3.Tanveer K, Gilani S, Hussain Z, Ishaq R, Adeel M, Ilyas N. Effect of salt stress on tomato plant and the role of calcium. J Plant Nutr. 2020;43:28–35. 10.1080/01904167.2019.1659324 [DOI] [Google Scholar]
- 4.Martina M, De Rosa V, Magon G, Acquadro A, Barchi L, Barcaccia G et al. Revitalizing agriculture: next-generation genotyping and -omics technologies enabling molecular prediction of resilient traits in the Solanaceae family. Front Plant Sci. 2024;15. [DOI] [PMC free article] [PubMed]
- 5.Ayenan MAT, Danquah A, Hanson P, Ampomah-Dwamena C, Sodedji FAK, Asante IK, et al. Accelerating breeding for Heat Tolerance in Tomato (Solanum lycopersicum L.): an Integrated Approach. Agronomy. 2019;9:720. 10.3390/agronomy9110720 [DOI] [Google Scholar]
- 6.Panno S, Davino S, Caruso AG, Bertacca S, Crnogorac A, Mandić A, et al. A review of the most common and economically important diseases that undermine the cultivation of Tomato Crop in the Mediterranean Basin. Agronomy. 2021;11:2188. 10.3390/agronomy11112188 [DOI] [Google Scholar]
- 7.Braun U, Cook RTA, Inman AJ, Shin HD. The taxonomy of the powdery mildew fungi. In: R. BR, Bushnell WR, Dik AJ, Carver TLW, editors. The powdery mildews: a comprehensive treatise. 2002. pp. 13–55.
- 8.Hückelhoven R. Powdery mildew susceptibility and biotrophic infection strategies. FEMS Microbiol Lett. 2005;245:9–17. 10.1016/j.femsle.2005.03.001 [DOI] [PubMed] [Google Scholar]
- 9.Magon G, De Rosa V, Martina M, Falchi R, Acquadro A, Barcaccia G et al. Boosting grapevine breeding for climate-smart viticulture: from genetic resources to predictive genomics. Front Plant Sci. 2023;14. [DOI] [PMC free article] [PubMed]
- 10.Whipps J, Budge S, Fenlon J. Characteristics and host range of tomato powdery mildew. Plant Pathol. 1998;47:36–48. 10.1046/j.1365-3059.1998.00207.x [DOI] [Google Scholar]
- 11.Jones H, Whipps JM, Gurr SJ. The tomato powdery mildew fungus oidium neolycopersici. Mol Plant Pathol. 2001;2:303–9. 10.1046/j.1464-6722.2001.00084.x [DOI] [PubMed] [Google Scholar]
- 12.Rick C, Chetelat R. Utilization of related wild species for tomato improvement. In: I International Symposium on Solanacea for Fresh Market 412. 1995. pp. 21–38.
- 13.Bai Y, Lindhout P. Domestication and breeding of tomatoes: what have we gained and what can we gain in the future? Ann Botany. 2007;100:1085–94. 10.1093/aob/mcm150 [DOI] [PMC free article] [PubMed] [Google Scholar]
- 14.Bai Y, Hulst R, Bonnema G, Marcel TC, Meijer-Dekens F, Niks RE, et al. Tomato Defense to Oidium neolycopersici: Dominant OI genes Confer isolate-Dependent Resistance Via a different mechanism than recessive oI-2. Mol Plant Microbe Interact. 2005;18:354–62. 10.1094/MPMI-18-0354 [DOI] [PubMed] [Google Scholar]
- 15.Bai Y, Pavan S, Zheng Z, Zappel NF, Reinstädler A, Lotti C, et al. Naturally occurring broad-spectrum powdery mildew resistance in a central American tomato accession is caused by loss of Mlo function. Mol Plant Microbe Interact. 2008;21:30–9. 10.1094/MPMI-21-1-0030 [DOI] [PubMed] [Google Scholar]
- 16.Zheng Z, Appiano M, Pavan S, Bracuto V, Ricciardi L, Visser RG, et al. Genome-wide study of the tomato SlMLO gene family and its functional characterization in response to the powdery mildew fungus oidium neolycopersici. Front Plant Sci. 2016;7:380. 10.3389/fpls.2016.00380 [DOI] [PMC free article] [PubMed] [Google Scholar]
- 17.Nekrasov V, Wang C, Win J, Lanz C, Weigel D, Kamoun S. Rapid generation of a transgene-free powdery mildew resistant tomato by genome deletion. Sci Rep. 2017;7:482. 10.1038/s41598-017-00578-x [DOI] [PMC free article] [PubMed] [Google Scholar]
- 18.Yan Z, Appiano M, Tuinen A, Meijer-Dekens F, Schipper D, Gao D, et al. Discovery and characterization of a novel tomato mlo mutant from an EMS mutagenized Micro-tom population. Genes. 2021;12:719. 10.3390/genes12050719 [DOI] [PMC free article] [PubMed] [Google Scholar]
- 19.Schie CCN, Takken FLW. Susceptibility genes 101: how to be a good host. Annu Rev Phytopathol. 2014;52:551–81. 10.1146/annurev-phyto-102313-045854 [DOI] [PubMed] [Google Scholar]
- 20.Li R, Maioli A, Lanteri S, Moglia A, Bai Y, Acquadro A. Genomic analysis highlights putative defective susceptibility genes in Tomato Germplasm. Plants. 2023;12:2289. 10.3390/plants12122289 [DOI] [PMC free article] [PubMed] [Google Scholar]
- 21.Jones JDG, Dangl JL. The plant immune system. Nature. 2006;444:323–9. 10.1038/nature05286 [DOI] [PubMed] [Google Scholar]
- 22.Koseoglou E, Wolf JM, Visser RGF, Bai Y. Susceptibility reversed: modified plant susceptibility genes for resistance to bacteria. Trends Plant Sci. 2022;27:69–79. 10.1016/j.tplants.2021.07.018 [DOI] [PubMed] [Google Scholar]
- 23.Nishimura MT, Stein M, Hou B-H, Vogel JP, Edwards H, Somerville SC. Loss of a Callose synthase results in salicylic acid-dependent Disease Resistance. Science. 2003;301:969–72. 10.1126/science.1086716 [DOI] [PubMed] [Google Scholar]
- 24.Li R, Maioli A, Yan Z, Bai Y, Valentino D, Milani AM, et al. CRISPR/Cas9-Based knock-out of the PMR4 gene reduces susceptibility to late blight in two tomato cultivars. Int J Mol Sci. 2022;23:14542. 10.3390/ijms232314542 [DOI] [PMC free article] [PubMed] [Google Scholar]
- 25.Santillán Martínez MI, Bracuto V, Koseoglou E, Appiano M, Jacobsen E, Visser RGF, et al. CRISPR/Cas9-targeted mutagenesis of the tomato susceptibility gene PMR4 for resistance against powdery mildew. BMC Plant Biol. 2020;20:284. 10.1186/s12870-020-02497-y [DOI] [PMC free article] [PubMed] [Google Scholar]
- 26.Huibers RP, Loonen AEHM, Gao D, Ackerveken G, Visser RGF, Bai Y. Powdery Mildew Resistance in Tomato by Impairment of SlPMR4 and SlDMR1. PLoS ONE. 2013;8:67467. 10.1371/journal.pone.0067467 [DOI] [PMC free article] [PubMed] [Google Scholar]
- 27.Zeilmaker T, Ludwig NR, Elberse J, Seidl MF, Berke L, Doorn A, et al. DOWNY MILDEW RESISTANT 6 and DMR 6-LIKE OXYGENASE 1 are partially redundant but distinct suppressors of immunity in Arabidopsis. Plant J. 2015;81:210–22. 10.1111/tpj.12719 [DOI] [PubMed] [Google Scholar]
- 28.Zhang Y, Zhao L, Zhao J, Li Y, Wang J, Guo R, et al. S5H/DMR6 encodes a salicylic acid 5-hydroxylase that fine-tunes salicylic acid homeostasis. Plant Physiol. 2017;175:1082–93. 10.1104/pp.17.00695 [DOI] [PMC free article] [PubMed] [Google Scholar]
- 29.Thomazella DP d, Seong T, Mackelprang K, Dahlbeck R, Geng D, Gill Y et al. US,. Loss of function of a DMR6 ortholog in tomato confers broad-spectrum disease resistance. Proceedings of the National Academy of Sciences. 2021;118:2026152118. [DOI] [PMC free article] [PubMed]
- 30.Hernández-Blanco C, Feng DX, Hu J, Sánchez-Vallet A, Deslandes L, Llorente F, et al. Impairment of Cellulose Synthases required for Arabidopsis secondary cell wall formation enhances Disease Resistance. Plant Cell. 2007;19:890–903. 10.1105/tpc.106.048058 [DOI] [PMC free article] [PubMed] [Google Scholar]
- 31.Ellis C, Karafyllidis I, Wasternack C, Turner JG. The Arabidopsis mutant cev1 links cell wall signaling to jasmonate and ethylene responses. Plant Cell. 2002;14:1557–66. 10.1105/tpc.002022 [DOI] [PMC free article] [PubMed] [Google Scholar]
- 32.Yu I, -c, Parker J, Bent AF. Gene-for-gene disease resistance without the hypersensitive response in Arabidopsis dnd1 mutant. Proceedings of the National Academy of Sciences. 1998;95:7819–24. [DOI] [PMC free article] [PubMed]
- 33.Clough SJ, Fengler KA, Yu I, -c, Lippok B, Smith RK Jr, Bent AF. The Arabidopsis dnd1 defense, no death gene encodes a mutated cyclic nucleotide-gated ion channel. Proceedings of the National Academy of Sciences. 2000;97:9323–8. [DOI] [PMC free article] [PubMed]
- 34.Kaplan B, Sherman T, Fromm H. Cyclic nucleotide-gated channels in plants. FEBS Lett. 2007;581:2237–46. 10.1016/j.febslet.2007.02.017 [DOI] [PubMed] [Google Scholar]
- 35.Rheinberger J, Gao X, Schmidpeter PA, Nimigean CM. Ligand discrimination and gating in cyclic nucleotide-gated ion channels from apo and partial agonist-bound cryo-EM structures. Elife. 2018;7:39775. 10.7554/eLife.39775 [DOI] [PMC free article] [PubMed] [Google Scholar]
- 36.Sun K, Wolters A-MA, Loonen AEHM, Huibers RP, Vlugt R, Goverse A, et al. Down-regulation of Arabidopsis DND1 orthologs in potato and tomato leads to broad-spectrum resistance to late blight and powdery mildew. Transgenic Res. 2016;25:123–38. 10.1007/s11248-015-9921-5 [DOI] [PMC free article] [PubMed] [Google Scholar]
- 37.Sun K, Schipper D, Jacobsen E, Visser RG, Govers F, Bouwmeester K, et al. Silencing susceptibility genes in potato hinders primary infection with Phytophthora infestans at different stages. Hortic Res. 2022;9:058. 10.1093/hr/uhab058 [DOI] [PMC free article] [PubMed] [Google Scholar]
- 38.Sun K, Tuinen A, Kan JAL, Wolters A-MA, Jacobsen E, Visser RGF, et al. Silencing of DND1 in potato and tomato impedes conidial germination, attachment and hyphal growth of Botrytis Cinerea. BMC Plant Biol. 2017;17:235. 10.1186/s12870-017-1184-2 [DOI] [PMC free article] [PubMed] [Google Scholar]
- 39.Wang T, Zhang H, Zhu H. CRISPR technology is revolutionizing the improvement of tomato and other fruit crops. Hortic Res. 2019;6. [DOI] [PMC free article] [PubMed]
- 40.Salava H, Thula S, Mohan V, Kumar R, Maghuly F. Application of genome editing in tomato breeding: mechanisms, advances, and prospects. Int J Mol Sci. 2021;22:682. 10.3390/ijms22020682 [DOI] [PMC free article] [PubMed] [Google Scholar]
- 41.Fernandez-Pozo N, Menda N, Edwards JD, Saha S, Tecle IY, Strickler SR, et al. The Sol Genomics Network (SGN)—from genotype to phenotype to breeding. Nucleic Acids Res. 2014;43:1036–41. 10.1093/nar/gku1195 [DOI] [PMC free article] [PubMed] [Google Scholar]
- 42.Liang G, Zhang H, Lou D, Yu D. Selection of highly efficient sgRNAs for CRISPR/Cas9-based plant genome editing. Sci Rep. 2016;6:21451. 10.1038/srep21451 [DOI] [PMC free article] [PubMed] [Google Scholar]
- 43.Chari R, Yeo NC, Chavez A, Church GM. sgRNA scorer 2.0: a species-independent model to predict CRISPR/Cas9 activity. ACS Synth Biol. 2017;6:902–4. 10.1021/acssynbio.6b00343 [DOI] [PMC free article] [PubMed] [Google Scholar]
- 44.McCormick S, Niedermeyer J, Fry J, Barnason A, Horsch R, Fraley R. Leaf disc transformation of cultivated tomato (L. Esculentum) using Agrobacterium tumefaciens. Plant Cell Rep. 1986;5:81–4. 10.1007/BF00269239 [DOI] [PubMed] [Google Scholar]
- 45.Porebski S, Bailey LG, Baum BR. Modification of a CTAB DNA extraction protocol for plants containing high polysaccharide and polyphenol components. Plant Mol Biology Report. 1997;15:8–15. 10.1007/BF02772108 [DOI] [Google Scholar]
- 46.Løvdal T, Lillo C. Reference gene selection for quantitative real-time PCR normalization in tomato subjected to nitrogen, cold, and light stress. Anal Biochem. 2009;387:238–42. 10.1016/j.ab.2009.01.024 [DOI] [PubMed] [Google Scholar]
- 47.Livak KJ, Schmittgen TD. Analysis of relative gene expression data using real-time quantitative PCR and the 2 – ∆∆CT method. Methods. 2001;25:402–8. 10.1006/meth.2001.1262 [DOI] [PubMed] [Google Scholar]
- 48.Williams CJ, Headd JJ, Moriarty NW, Prisant MG, Videau LL, Deis LN, et al. MolProbity: more and better reference data for improved all-atom structure validation. Protein Sci. 2018;27:293–315. 10.1002/pro.3330 [DOI] [PMC free article] [PubMed] [Google Scholar]
- 49.Benkert PMK, Schwede T. QMEAN server for protein model quality estimation. Nucleic Acids Res. 2009;37:2:510–4. 10.1093/nar/gkp322 [DOI] [PMC free article] [PubMed] [Google Scholar]
- 50.Pettersen EF, Goddard TD, Huang CC, Couch GS, Greenblatt DM, Meng EC, et al. UCSF Chimera—A visualization system for exploratory research and analysis. J Comput Chem. 2004;25:1605–12. 10.1002/jcc.20084 [DOI] [PubMed] [Google Scholar]
- 51.Duszyn M, Świeżawska B, Szmidt-Jaworska A, Jaworski K. Cyclic nucleotide gated channels (CNGCs) in plant signalling—current knowledge and perspectives. J Plant Physiol. 2019;241:153035. 10.1016/j.jplph.2019.153035 [DOI] [PubMed] [Google Scholar]
- 52.Ma Y, Garrido K, Ali R, Berkowitz GA. Phenotypes of cyclic nucleotide-gated cation channel mutants: probing the nature of native channels. Plant J. 2023;113:1223–36. 10.1111/tpj.16106 [DOI] [PubMed] [Google Scholar]
- 53.Jurkowski GI, Smith RK Jr, Yu IC, Ham JH, Sharma SB, Klessig DF, et al. Arabidopsis DND2, a second cyclic nucleotide-gated ion channel gene for which mutation causes the defense, no death phenotype. Mol Plant Microbe Interact. 2004;17:511–20. 10.1094/MPMI.2004.17.5.511 [DOI] [PubMed] [Google Scholar]
- 54.Kieu NP, Lenman M, Wang ES, Petersen BL, Andreasson E. Mutations introduced in susceptibility genes through CRISPR/Cas9 genome editing confer increased late blight resistance in potatoes. Sci Rep. 2021;11:4487. 10.1038/s41598-021-83972-w [DOI] [PMC free article] [PubMed] [Google Scholar]
- 55.Ferrari S, Plotnikova JM, Lorenzo G, Ausubel FM. Arabidopsis local resistance to Botrytis cinerea involves salicylic acid and camalexin and requires EDS4 and PAD2, but not SID2, EDS5 or PAD4. Plant J. 2003;35:193–205. 10.1046/j.1365-313X.2003.01794.x [DOI] [PubMed] [Google Scholar]
- 56.Biel M, Michalakis S. Cyclic nucleotide-gated channels. In: Effectors, Implications T, Schmidt HHHW, Hofmann F, Stasch J-P, editors. In cGMP: Generators. 2009. pp. 111–36.
- 57.Jiang Y, Lee A, Chen J, Ruta V, Cadene M, Chait BT, et al. X-ray structure of a voltage-dependent K + channel. Nature. 2003;423:33–41. 10.1038/nature01580 [DOI] [PubMed] [Google Scholar]
- 58.Iscla I, Wray R, Blount P, Larkins-Ford J, Conery AL, Ausubel FM, et al. A new antibiotic with potent activity targets MscL. J Antibiot. 2015;68:453–62. 10.1038/ja.2015.4 [DOI] [PMC free article] [PubMed] [Google Scholar]
- 59.Hirai T, Subramaniam S. Structural insights into the mechanism of proton pumping by bacteriorhodopsin. FEBS Lett. 2003;545:2–8. 10.1016/S0014-5793(03)00386-7 [DOI] [PubMed] [Google Scholar]
- 60.Sturme MH, Berg JP, Bouwman LM, Schrijver A, Maagd RA, Kleter GA, et al. Occurrence and nature of off-target modifications by CRISPR-Cas genome editing in plants. ACS Agricultural Sci Technol. 2022;2:192–201. 10.1021/acsagscitech.1c00270 [DOI] [PMC free article] [PubMed] [Google Scholar]
- 61.Hahn F, Nekrasov V. CRISPR/Cas precision: do we need to worry about off-targeting in plants? Plant Cell Rep. 2019;38:437–41. 10.1007/s00299-018-2355-9 [DOI] [PMC free article] [PubMed] [Google Scholar]
- 62.Tang X, Liu G, Zhou J, Ren Q, You Q, Tian L, et al. A large-scale whole-genome sequencing analysis reveals highly specific genome editing by both Cas9 and Cpf1 (Cas12a) nucleases in rice. Genome Biol. 2018;19:1–13. 10.1186/s13059-018-1458-5 [DOI] [PMC free article] [PubMed] [Google Scholar]
- 63.Li R, Liu C, Zhao R, Wang L, Chen L, Yu W, et al. CRISPR/Cas9-Mediated SlNPR1 mutagenesis reduces tomato plant drought tolerance. BMC Plant Biol. 2019;19:1–13. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 64.Wang F, Zou M, Zhao L, Xia Z, Wang J. Genome-wide Association Mapping of Late Blight Tolerance Trait in Potato (Solanum tuberosum L). Front Genet. 2021;12. [DOI] [PMC free article] [PubMed]
- 65.Katsarova I. Plants obtained by certain new genomic techniques. 2024.
Associated Data
This section collects any data citations, data availability statements, or supplementary materials included in this article.
Supplementary Materials
Data Availability Statement
The sequence data were deposited in the NCBI Short Read Archive under specific submission identifiers (PRJNA1090062).