Summary
Postharvest deterioration is among the major challenges for the fruit industry. Regulation of the fruit softening rate is an effective strategy for extending shelf‐life and reducing the economic losses due postharvest deterioration. The tomato myoinositol monophosphatase 3 gene SlIMP3, which showed highest expression level in fruit, was expressed and purified. SlIMP3 demonstrated high affinity with the L‐Gal 1‐P and D‐Ins 3‐P, and acted as a bifunctional enzyme in the biosynthesis of AsA and myoinositol. Overexpression of SlIMP3 not only improved AsA and myoinositol content, but also increased cell wall thickness, improved fruit firmness, delayed fruit softening, decreased water loss, and extended shelf‐life. Overexpression of SlIMP3 also increased uronic acid, rhamnose, xylose, mannose, and galactose content in cell wall of fruit. Treating fruit with myoinositol obtained similar fruit phenotypes of SlIMP3‐overexpressed fruit, with increased cell wall thickness and delayed fruit softening. Meanwhile, overexpression of SlIMP3 conferred tomato fruit tolerance to Botrytis cinerea. The function of SlIMP3 in cell wall biogenesis and fruit softening were also verified using another tomato species, Ailsa Craig (AC). Overexpression of SlDHAR in fruit increased AsA content, but did not affect the cell wall thickness or fruit firmness and softening. The results support a critical role for SlIMP3 in AsA biosynthesis and cell wall biogenesis, and provide a new method of delaying tomato fruit softening, and insight into the link between AsA and cell wall metabolism.
Keywords: fruit, softening, tomato, ascorbic acid, myoinositol
Introduction
By value, tomato is the fourth most important commercial crop globally (Vincent et al., 2013). Tomato is a rich source of minerals, vitamins, and phytochemicals. Postharvest deterioration is among the major challenges for fruit industry, accounting for up to 50% of harvested losses (Thole et al., 2020). The primary cause of postharvest deterioration is fruit softening, which decreases fruit shelf‐life and increases susceptibility to pathogens (Brummell and Harpster, 2001). Theoretically, regulating the rate of softening would extend shelf‐life and increase pathogen resistance and be an effective strategy to reduce postharvest losses (Uluisik et al., 2016).
Fruit softening is result of destruction of the fruits wall’s structural polysaccharides and reduction in intercellular cell wall adhesion (Martin et al., 2014; Seymour et al., 2013). The main components of the cell wall include cellulose, hemicellulose, pectin, and a small amount of protein (Bashline et al., 2014). Due to the complex composition and structure, many enzymes have been reported to catalyse the fruit softening. The role of polygalacturonase (PG), pectin methyl esterase (PME), β‐galactanase, expansin, and pectate lyases (PLs) regulating fruit texture has been well investigated. Downregulation of the PG and PME genes does not affect tomato fruit softening (Hall et al., 2010; Sheehy et al., 1988; Smith et al., 1988, 1990; Tieman and Handa, 1994; Tieman et al., 1992). Silencing of the β‐galactanase and expansin genes has a moderate effect on fruit softening (Brummell et al., 1999; David et al., 2002). Silencing the PL gene in tomato delayed fruits softening and reduced susceptibility to grey mould, implying prolonging fruit shelf‐life by genetic modification of cell wall‐modifying enzymes is a potential approach (Uluisik et al., 2016; Yang et al., 2017).
Ascorbic acid (AsA), vitamin C, a crucial compound is present in most living organisms (Laing et al., 2015). In higher plants, AsA functions as an antioxidant and enzymatic cofactor, playing a crucial role in multiple physiological processes including photoprotection, cell expansion and division, ethylene biosynthesis and abiotic stress responses (Alhagdow et al., 2007; Hu et al., 2016). As a result of these critical functions in plants and its benefits to human health, AsA biosynthesis, recycling, and accumulation in plants have been extensively investigated. The current consensus is that the L‐galactose pathway is the primary pathway for AsA accumulation in higher plants. The structural genes have been identified. L‐galactose 1‐phosphate phosphatase (GPP) catalyses the conversion of L‐galactose 1‐phosphate (L‐Gal 1‐P) to L‐galactose in AsA synthesis (Torabinejad et al., 2009). It has been reported that the expression patterns of GPP are associated with AsA content in apple and tomato plants under abiotic stress (Ioannidi et al., 2009; Li et al., 2010). In Arabidopsis, the VTC4 gene (At3g02870) encodes an enzyme catalysing the similar reaction with the GPP enzyme in AsA biosynthesis (Valpuesta and Botella, 2005). The VTC4 gene has been reported to be a bifunctional enzyme, also catalysing conversion of D‐myoinositol 3‐phosphate (D‐Ins 3‐P) to myoinositol in myoinositol biosynthesis (Torabinejad et al., 2009). The myoinositol can be converted to UDP‐glucuronic acid (UDP‐GlcA), which is a common but cell wall‐specific biochemical precursor for cell wall biogenesis (Loewus, 2006; Loewus and Murthy, 2000; Reiter, 2003). The bifunctional VTC4 enzyme facilitates formation of AsA and cell walls (Figure S1). Therefore, the VTC4 may be a candidate gene for enhancing nutrition and delaying softening via influencing of the AsA production and cell wall formation in tomato fruit.
Tomato has three VTC4 homologue genes SlIMP1, SlIMP2, and SlIMP3 (Gillaspy et al., 1995). The SlIMP3, which has the highest expression level in tomato fruit, was selected for this investigation as it also has bifunctional enzyme activity, similar to that of the VTC4 in Arabidopsis. Overexpression of SlIMP3 in tomato increases the AsA content in multiple tissues. Overexpression of SlIMP3 increased the myoinositol accumulation, cell wall thickness, and altered cell‐wall composition. Overexpression of SlIMP3 markedly delayed fruit softening and enhanced fruit resistance to Botrytis cinerea. The results demonstrate a critical role for SlIMP3 in AsA biosynthesis and cell wall biogenesis and provide new method of delaying fruit softening and extending shelf‐life of tomato.
Results
Sequence analysis and expression profiles of SlIMP3 in tomato
Three IMP genes have been identified in tomato (Gillaspy et al., 1995). Alignment and sequence analysis revealed that the IMP amino acid sequences contained signature motifs (DPLDGT, WDXAAG, and GEET) (Figure 1a). A phylogenetic analysis of tomato IMP sequences, together with Arabidopsis and tobacco IMP‐related genes, was carried out using the neighbour‐joining method on mega6. The results indicated that SlIMP3 was most closely related to NtIMP3 and clustered with SlIMP1, NtIMP1, and AtVTC4 into one subfamily (Figure 1b). The expression pattern of three SlIMPs in vegetative and reproductive tissues was carried out using the online TomExpression platform. The SlIMPs had ubiquitous expression in all tested tissues, including roots, shoots, leaves, flowers, and fruits. It was interesting that SlIMP3 gene had highest expression levels during fruit development and ripening (Figure S2). A qRT‐PCR test was performed to confirm the expression patterns of SlIMPs in tomato plants. The results were consistent with the TomExpression data, with the highest expression levels of SlIMP3 in fruits (Figure 1c). The expression pattern of SlIMP3 was also explored through a transgenic tomato plant in which GUS reporter gene was driven by the SlIMP3 promoter. Consistent with the qRT‐PCR results, the GUS staining revealed the ubiquitous expression pattern of SlIMP3 in leaves, stems, buds, flowers, and fruits at different developmental stages, with strong expression in immature green fruit. The expression of SlIMP3 was also decreased in the ripening stages, though weakly expression in orange fruits (Figure 1d).
The catalytic properties of SlIMP3 enzyme are similar with Arabidopsis VTC4 and SlIMP3 gene regulates AsA biosynthesis in Micro‐tom tomato
It is established that the VTC4 gene encodes a bifunctional enzyme that influences myoinositol and ascorbate biosynthesis (Torabinejad et al., 2009). We expressed and purified recombinant SlIMP3 to analyse the catalytic character. The open reading frame of the SlIMP3 gene was cloned into a pGEX‐4T‐1 vector to generate translational fusion with glutathione‐S‐transferases (GSTs). The recombinant protein was expressed in E. coli and purified with affinity chromatography. The molecular mass of the GST‐SlIMP3 fusion protein was estimated to be 55 kD (Figure S3), similar to the predicted molecular mass. Mg2+ is necessary for myoinositol monophosphatase activity. Optimal SlIMP3 activity was obtained by examining the optimum MgCl2 concentration for enzyme activity from 1 to 30 mm of MgCl2. The 3.5 mm of MgCl2 concentration was the most effective (Figure 2a) at a pH of 7.0 (Figure 2b).
The Arabidopsis VTC4 enzyme has been reported to use L‐Gal 1‐P and D‐Ins 3‐P as substrates (Torabinejad et al., 2009). Therefore, the catalytic properties of SlIMP3 enzyme were analysed using L‐Gal 1‐P and D‐Ins 3‐P as substrates. In the reaction mixtures of 3.5 mm of MgCl2, pH 7.0, and 2 mg of enzyme, the apparent Km for L‐Gal 1‐P was 0.29 mm and that for D‐Ins 3‐P was 0.28 mm (Figure 2c,d). The apparent Vmax values of SlIMP3 for L‐Gal 1‐P and D‐Ins 3‐P calculated were 6.0 and 8.0 units, respectively.
LiCl was an important inhibitor, which inhibited the catalytic effect of IMPs on the substrate. In previous studies, LiCl inhibited the catalytic activity of VTC4 for D‐Ins 3‐P, and the half‐maximal inhibitory concentration (IC50) was 0.08 to 0.1 mm (Torabinejad et al., 2009). The inhibition of SlIMP3 for D‐Ins 3‐P by LiCl was also tested (Figure 2e). The IC50 of SlIMP3 with LiCl was 0.03 to 0.05 mm when the reaction contained 0.5 mm of substrate.
The relationship between AsA biosynthesis and SlIMP3 gene function, transgenic lines expressing either sense or antisense SlIMP3 constructs under the control of the cauliflower mosaic virus 35S promote were further characterized. A qRT‐PCR was conducted to analyse the expression levels. The independent overexpressed or antisense lines, which displayed substantial altered gene expression by comparison with the wild type (WT) plants, were used for further analysis (Figure 2f).
Total AsA and reduced AsA content quantification were conducted using these transgenic plants. Interestingly that altered SlIMP3 expression led to dramatic AsA content change in different tissues of the transgenic lines (Figure 2g,h). The AsA content quantification in leaf, stem, and different fruit developmental stages indicated that SlIMP3‐overexpressed fruits accumulated higher amounts of AsA than the WT plants, whereas the downregulated fruits had lower AsA content than the WT plants. In addition, qRT‐PCR results indicated that SlPGI, SlGMP1, SlGMP3, SlGGP1, SlGGP2, and SlGalLDH were significantly up‐regulated in SlIMP3‐overexpressed fruits (Figure S4). We also found that SlGalLDH was significantly down‐regulated in downregulated fruits (Figure S4). These results indicated that the SlIMP3 gene regulated AsA biosynthesis in tomato plants.
Overexpression of SlIMP3 delays fruit softening and increases cell wall thickness in Micro‐tom tomato
Postharvest fruit storage was conducted to test the influence of SlIMP3 overexpression on fruit softening. The WT and SlIMP3‐downregulated fruits were shrivelled after 26 d of storage versus the well maintained pericarp quality of the SlIMP3‐overexpressed fruits (Figure 3a). The fruit water loss of the SlIMP3‐overexpressed fruits was less than that of WT and SlIMP3‐downregulated fruits (Figure 3b). The SlIMP3‐overexpressed fruits also were firmer throughout fruit development versus the downregulated fruits and WT fruits, which were again similar (Figure 3c). Ethylene production in SlIMP3‐overexpression and SlIMP3‐downregulated fruits did not change significantly compared with the WT fruits (Figure S5). Overexpression of SlIMP3 had no effect on fruit yield and weight (Figure S6). In addition, both the up‐regulation and down‐regulation of SlIMP3 did not affect the fruit development and maturation (Table S1).
Transmission electron microscopy (TEM) was used to examine the cell wall thickness to determine the effects of altered SlIMP3 expression on cell walls. The SlIMP3‐overexpression fruits had thicker cell walls than those of WT fruit but not of those of SlIMP3‐downregulation fruits (Figure 3d,e). At the same time, we measured the expressions of cell wall metabolism‐related genes as previously described (Zhang et al., 2018). qRT‐PCR results indicated that SlEXP1, SlPG2, SlPL, SlTBG4, SlXYL1, and SlXTH5 were significantly down‐regulated in SlIMP3‐overexpressed fruits (Figure S7). Moreover, like fruits, the cell wall in SlIMP3‐overexpression leaves and stems were also increased (Figure S9). Collectively, these results suggested overexpression of SlIMP3 increased the cell wall thickness, delayed the fruit softening, and enhanced tomato shelf‐life.
Overexpression of SlIMP3 and myoinositol treatment increase cell wall biogenesis in fruit of ‘Micro‐Tom’ tomato
To gain more insight into the mechanism by which cell wall thickness was impacted in SlIMP3‐overexpressed plants, biochemicals related to cell wall biogenesis was analysed. Measurement demonstrated overexpression of the SlIMP3 gene increased myoinositol in mature green and red fruits versus no effect of the downregulation of SlIMP3 gene (Figure 4a). Uronic acid content was measured in the cell wall of mature green and red fruits by high‐performance liquid chromatography (HPLC). The uronic acid content increased markedly in SlIMP3‐overexpressed red fruits but was unchanged in SlIMP3‐downregulated fruits and WT fruits (Figure 4b). Various neutral sugars, rhamnose, fucose, arabinose, xylose, mannose, galactose, and glucose were also measured. The rhamnose, xylose, mannose, and galactose content of SlIMP3‐overexpressed red fruits were significantly higher than that of WT (Figure 4c). Collectively, these results suggested that overexpression of SlIMP3 improved cell wall biogenesis in tomato fruit.
Because myoinositol is related to cell wall biogenesis, the WT tomato plants were treated with 10 mg/L, 100 mg/L, and 1 g/L of myoinositol to examine the role myoinositol in cell wall biogenesis and fruit softening. When treated with 10 mg/L of myoinositol, the fruit cell wall thickness increased slightly, but the fruit softening and water loss were unchanged versus the control. When treated with 100 mg/L, myoinositol fruit softening was delayed, cell wall thickness increased, and water loss decreased significantly (Figure 4d–g). However, after treatment with 1 g/L of myoinositol, fruit cell wall thickness, storage life, and water loss were unaffected (Figure 4d–g). The 10 mg/L and 100 mg/L of myoinositol treatments sharply increased fruit AsA concentration, but 1 g/L of myoinositol did not modulate fruit AsA production (Figure 4h, i). These experimental results demonstrated exogenous myoinositol application 100 mg/L enhanced the cell wall biogenesis and delayed softening in tomato fruits.
Overexpression of SlIMP3 in Micro‐tom tomato increases the tolerance of fruit to Botrytis cinerea
Botrytis cinerea (B. cinerea) is a major pathogen causing tomato losses during postharvest storage (Xiong et al., 2019; Yang et al., 2017). A B. cinerea spore suspension surface applied to injured tomato transgenic tomato fruits produced significantly smaller lesion diameters in SlIMP3‐overexpressed fruits versus those in WT and SlIMP3‐downregulated fruits, which were approximately equal (Figure 5a,b). Similarly, the biomass of B. cinerea detected with qRT‐PCR was significantly lower in the SlIMP3‐overexpressed fruits versus the WT and downregulated fruit, which were again approximately equal (Figure 5c). Moreover, the expression levels of pathogen‐related genes (SlPR‐1a and SlPR‐1b) were significantly up‐regulated in SlIMP3‐overexpressed fruits but were unchanged in SlIMP3‐downregulated fruits and WT fruits (Figure 5d). This demonstrated overexpression SlIMP3 in tomato significantly improved the tolerance to B. cinerea.
Overexpression of SlIMP3 gene increases cell wall thickness and delays fruit softening in ‘Ailsa Craig’ tomato
The function of SlIMP3 in cell wall formation and fruit softening was examined in the tomato cultivar ‘Ailsa Craig’ (AC). The same SlIMP3‐overexpressed construct was transformed into ‘AC’ tomato via Agrobacterium tumefaciens‐mediated transformation. The qRT‐PCR results demonstrated the SlIMP3 expression level was significantly increased in the overexpression lines compared with the WT plants (Figure S10). The total and reduced AsA contents in leaf, stem, and in the different developmental fruit stages of the SlIMP3‐overexpressed plants were higher than those of the WT plants (Figure 6a,b). Fruit storage trials demonstrated overexpression of SlIMP3 in the ‘AC’ tomato delayed fruit softening and decreased the water loss. After 30 d of storage at 25°C the SlIMP3‐overexpressed fruits had better visual ratings and less water loss compared to the WT fruits (Figure 6c,d) demonstrating that overexpression of SlIMP3 delayed fruit softening. Fruit firmness at four different developmental stages, mature green, breaker, orange, and red demonstrated firmness gradually decreased with ripening in both WT and SlIMP3‐overexpressed fruits. Firmness of the SlIMP3‐overexpressed fruit was significantly higher than WT fruit in all four stages, consistent with ‘Micro‐Tom’ fruit results (Figure 6e). The TEM results again demonstrated increased cell wall thickness in the SlIMP3‐overexpressed fruits versus WT green fruits (Figure 6f,g). Moreover, this phenotype was also observed when the expression of SlIMP3 was increased in the ‘AC’ tomato leaves and stems (Figure S11). Consistent with the microtome phenotype, up‐regulation of SlIMP3 also did not affect the fruit development and maturation (Table S1).
Increased AsA contents by overexpression of SlDHAR gene does not increase cell wall thickness and delay fruit softening in AC tomato
The dehydroascorbate reductase (DHAR) gene plays a key role in the recycling of AsA. To determine if increased AsA biosynthesis increases cell wall thickness and delays fruit softening, the SlDHAR‐overexpressed plants were generated in ‘AC’ tomato. Two overexpression lines, OESlDHAR‐11 and OESlDHAR‐14 which exhibited high expression levels of the SlDHAR gene, were selected for further analysis (Figure S12). The total and reduced AsA contents were measured in the leaves and stems, and in the different developmental fruit stages. The AsA contents were markedly increased in SlDHAR‐overexpressed plants versus the WT plants (Figure 7a,b). However, after 26 days of storage at 25°C, both the WT and SlDHAR‐overexpressed fruits were shrivelled (Figure 7c) and had approximately equal water losses (Figure 7d). The fruit firmness in both WT and SlDHAR‐overexpressed fruits decreased gradually with ripening and with no significant differences at the different developmental stages (Figure 7e). The TEM observations of fruit cell wall thickness detected no difference between the WT and SlDHAR‐overexpressed fruits (Figure 7f,g). These collective results demonstrated overexpression of SlDHAR in tomato fruits increased AsA accumulation, but did not affect cell wall biogenesis and fruit softening.
Discussion
SlIMP3 functions as a bifunctional enzyme involving in the biosynthesis of AsA and myoinositol
In Arabidopsis, the VTC4 gene (At3g02870) encodes a bifunctional enzyme that catalyses conversion of L‐Gal 1‐P to L‐galactose in AsA biosynthesis and catalyses conversion of the D‐Ins 3‐P to myoinositol(Torabinejad et al., 2009). In tomato, three SlIMP isoforms are lithium‐sensitive enzymes that catalyse the myoinositol biosynthesis from myoinositol monophosphate. In this study, the SlIMP3 gene that had highest expression level among the SlIMP genes was expressed and the SlIMP3 protein purified. The SlIMP3 showed high affinity with the L‐Gal 1‐P and D‐Ins 3‐P, and was sensitive to lithium, consistent with enzymatic properties of the Arabidopsis VTC4 (Figure 2). Overexpression of the SlIMP3 gene increased the AsA content, while downregulation of the SlIMP3 gene decreased the AsA content in tomato (Figure 2). Overexpression of the SlIMP3 gene also increased the myoinositol content in tomato fruit (Figure 4). Our data indicated the SlIMP3, which functions like the VTC4, is involved in the biosynthesis of AsA and myoinositol in tomato. But downregulation of the SlIMP3 did not decrease the myoinositol in tomato fruit (Figure 4), which may indicate a redundancy in myoinositol biosynthesis, and suggests the SlIMP1 and SlIMP2 may supplement the enzymatic activity of SlIMP3 in tomato. Interestingly, we found that the expression level of SlIMP2 was significantly up‐regulated in SlIMP3‐downregulated fruits, which may compensate myoinositol biosynthesis. However, the relationship between SlIMP2 and SlIMP3 remains unknown. Perhaps, in future studies, a tertiary mutant of SlIMPs can be generated using CRISPR/Cas9 methods and used to study their precise function in the biosynthesis of AsA and myoinositol in tomato.
In Arabidopsis, overexpression of the myoinositol oxygenase (MIOS) increased AsA content, suggesting that myoinositol can act as a precursor for ascorbate biosynthesis(Lorence et al., 2004). However, it has also been reported that the MIOS controls the myoinositol level, but does not contribute to AsA biosynthesis (Endres and Tenhaken, 2009). In this study, treating fruits with 100 mg/l of myoinositol not only increased the cell wall biogenesis, but also increased the fruit’s AsA content (Figure 4). The myoinositol was converted into D‐Glucuronic acid by MIOS and the D‐Glucuronic acid was catalysed into L‐gulonate, which can be converted into the AsA by a multistep process in animals (Bashline et al., 2014). Our results support that the hypothesis that the myoinositol oxidation pathway contributes to AsA biosynthesis in tomato fruit. Perhaps rigorous radiotracer experiments could elucidate the pathway of myoinositol conversion into AsA in tomato fruits.
Increased myoinositol biosynthesis, not AsA, improves cell wall biogenesis and delays fruit softening
Myoinositol has been reported to play an important role in cell wall formation (Loewus, 2006). Myoinositol is catalysed by inositol oxidase to D‐glucuronic acid, a precursor of pectin and hemicellulose in cell wall biosynthesis (Loewus et al., 1962; Rigano et al., 2018; Yang et al., 2021). Radioactive myoinositol injected into ripening strawberry fruits was converted to the D‐galacturonosyl residue of pectin and D‐xylosyl residues of hemicellulose (Loewus et al., 1962). In this study, overexpression of SlIMP3 markedly increased the myoinositol, uronic acid and neutral sugar content, and fruit cell wall thickness (Figures 3 and 5). Simultaneously, treating fruits with 100 mg/L of myoinositol produced a similar phenotype as that of SlIMP3‐overexpressed fruits (Figure 4). The data presented here proved that myoinositol participates in tomato fruit cell wall biogenesis.
Silencing of the PL gene reinforced the tricellular junction in the fruit cell wall and delayed the tomato fruit softening (Uluisik et al., 2016). Mutations in the GA2‐oxidase gene improves cutin and wax biosynthesis and increases tomato fruit firmness and shelf‐life (Li et al., 2020). In this study, overexpression of SlIMP3 gene increased cell‐wall thickness and fruit firmness, delayed fruit softening, and prolonged tomato fruit shelf‐life (Figure 3). These results support that improving cell wall biogenesis is an effective strategy for delaying fruit softening and extending fruit shelf‐life. The SlIMP3 has potential as an important candidate gene for molecular breeding with the goal of improving shelf‐life of tomato fruit. Interestingly, treating tomato fruits with myoinositol also improved cell wall biogenesis, delayed softening, and extended shelf‐life in fruits. Litchi fruit lost less water after myoinositol treatment (Bhushan et al., 2019). Collectively, all these results demonstrate that myoinositol has strong potential for improving tomato postharvest life.
Does the increased AsA biosynthesis contribute to the cell wall biogenesis and delayed fruit softening? The SlDHAR gene, that is responsible for recycling of AsA, was overexpressed in AC tomato. The SlDHAR‐overexpressed plants exhibited higher AsA contents compared with the WT plants. However, cell wall thickness, fruit firmness, wall loss, and softening time in the SlDHAR‐overexpressed plants were similar to those in WT plants (Figure 7). The data presented here corroborates that the increased AsA content does not delay softening and or prolonged shelf‐life in tomato fruit.
Increased cell wall thickness confers fruit resistance to B. cinerea
B. cinerea is a necrotrophic fungal pathogen leading to grey mould rot. It is among the most destructive postharvest pathogens of fruit (Blanco‐Ulate et al., 2016a, 2016b; Li et al., 2018). Causing huge economic losses, genetic modification has been attempted to control this postharvest pathogen. The cell wall is an important barrier to pathogen infections (Cantu et al., 2008). Simultaneous downregulation of PG and Exp1 genes in tomato fruit reduced cell wall breakdown and susceptibility to B. cinerea (Cantu et al., 2008). Suppression of SlPL in tomato resulted in increased fruit firmness and reduced susceptibility to B. cinerea (Yang et al., 2017). Overexpression of the carbohydrate‐binding module of expansin 1 (CBM‐SlEXP1) in tomato increased fruit firmness and decreased susceptibility to B. cinerea (Perini et al., 2017). In this study, overexpression of SlIMP3 increased cell wall thickness and improved fruit resistance to B. cinerea (Figure 3, 5). The increased cell wall thickness serves to retain inhibition of B. cinerea infection. Our data corroborated that the cell wall modification is an effective strategy for improving fruit tolerance of postharvest pathogens. In addition, the increased cell wall thickness was not only found in SlIMP3‐overexpressed fruit, but also in SlIMP3‐overexpressed leaf and stem (Figure S10, S12). Therefore, we speculate that SlIMP3 may confer resistance to broad‐spectrum pathogens in tomato.
In conclusion, SlIMP3 is a bifunctional enzyme with the ability to regulate AsA and myoinositol biosynthesis. Overexpressing SlIMP3 in tomato not only increased AsA accumulation, but also delayed the fruit softening and enhanced tolerance to B. cinerea, suggesting the potential value of SlIMP3 in plant improvement programmes with the goal of improving postharvest fruit life.
Materials and methods
Plant materials and growth conditions
The tomato (Solanum lycopersicum) cultivars ‘Micro‐Tom’ and ‘Ailsa Craig’ were cultivated in the standard greenhouse conditions; a 14‐h‐day/10‐h‐night cycle, 25°C/18°C day/night temperature, 60% relative humidity, and 250 mol/m2/s intense light.
Plasmid construction and generation of transgenic plants
SlIMP3 promoter and the full‐length SlIMP3 coding sequence were amplified using tomato genomic DNA and cDNA, respectively. PCR primers used for amplification were detailed in Table S2. For construction of GUS staining vector, the SlIMP3 promoter sequence was ligated into the pLP100 containing GUS reporter gene. For construction of the overexpression vector, the coding sequences of SlIMP3 and SlDHAR were ligated into binary vector pLP100 containing cauliflower mosaic virus (CaMV) 35S promoter. For antisense vector, the SlIMP3 coding sequence was inserted into the pLP100‐35S vector in antisense orientation. The constructions were transferred into Agrobacterium strain GV3101 and Agrobacterium tumefaciens‐mediated transformation was performed to obtain transgenic lines according to the method described by Wu et al. (2020). The transgenic plants were verified by qRT‐PCR with primers listed in Table S2. All experiments in this paper were performed using homozygous lines from T3 generation of the transgenic plants.
GUS staining and analysis
Fresh tomato tissues from the transgenic plants containing the SlIMP3 promoter‐GUS construct were harvested and then placed in GUS staining solution (0.1 M sodium phosphate buffer, pH 7.2, 10 mm of EDTA). The tissues were vacuumed for 15 min twice, and incubated in the solution at 37°C for 12 h. After that, the tissues were dipped in graded ethanol series and observed under a light microscope.
Expression of recombinant protein and phosphatase activity assays
The SlIMP3 coding sequence was inserted the pGEX‐4T‐1 vector to construct a prokaryotic expression plasmid. The recombinant expression vector (pGEX‐4T‐1‐GST‐SlIMP3) was transformed into E. coli strain Rosetta (DE3). The protein was induced by 0.5 mm of IPTG (Isopropyl‐beta‐D‐thiogalactopyranoside) for 6 h at 28°C, purified by affinity chromatography, and identified by SDS‐PAGE.
SlIMP3 activity was determined according to the method described by Torabinejad et al. (2009). A 50 μL of mixture with 50 mm of Tris–Cl, pH 7.0, 3.5 mm of MgCl2, 0.5 mm of substrate, and 2 mg of purified SlIMP3 proteins were used as the standard reaction system. The mixture was incubated at 25°C for 30 s to 10 min, and then 800 μL of malachite green reagent was added to stop the reaction. Protein concentrations were determined using a BCA kit (Beijing Dingguo Changsheng BioTechnologies co. Ltd.). GraphPad Prism 8 software was used to analyse kinetic experimental data.
qRT‐PCR
A total RNA tissue sample was isolated using the RNeasy plant mini kit (Qiagen) and reverse transcribed into cDNA by the HiScript II Q Select RT SuperMix (Vazyme Biotech). qRT‐PCR was conducted using All‐in‐OneTM qPCR mix (GeneCopoeia) according to Wu et al. (2020). The relative expression level for each gene was calculated using the ΔΔCt values with Actin and Ubiquitin as internal controls. The primer sequences used were listed in Table S2. qRT‐PCR was carried out with three biological replicates and each replicate sample was taken from different tomato plants.
AsA and ethylene measurements
Total and reduced AsA contents were measured according to the method described by Torres‐Contreras et al. (2017). For ethylene analysis, ethylene production from different developmental stages of fruits were measured by Agilent 7820A gas chromatograph (Agilent, Santa Clara, CA) as previously described(Liu et al., 2014). The measurement was carried out with three biological replicates and each replicate sample was taken from different tomato plants.
Fruit firmness analysis and shelf‐life analysis
Fruit firmness was measured using a GY‐4 digital fruit sclerometer (Aiwoshi, China). For each line, 20 fruits were collected for measurement. To evaluate the fruit postharvest life, red fruits (breaker + 7) were kept at 25°C for 20–30 days. Individual fruit resh weight was measured to calculate percentage water loss every 2 days. Visual softening and fruit deterioration were evaluated as previously described (Nambeesan et al., 2010). Four groups (total 24 fruits) were harvested from each line for shelf‐life analysis.
Cell wall anatomy analysis
For semi‐thin sections, the leafs, stems, and fruit pericarp were fixed in 4% glutaraldehyde, dehydrated in a series of ethanol baths, and embedded in epoxy resin. The tissues were sectioned at 0.5 μm with a microtome, stained with 1% methylene blue, and observed with light microscopy. The cell wall thickness was measured using ImageJ software. For transmission electron microscopy, the cell walls of the pericarp tissues were examined with a FEI Tecnai T12 twin transmission electron microscope based on the method of Nguyen et al. (2014).
Myoinositol analysis
Myoinositol content was measured using the method described by Endres and Tenhaken (2009). Tissue was ground in liquid nitrogen and extracted with a mixture of MeOH, chloroform, and water (v/v/v, 101:4:4). The sample was centrifuged and the supernatant extracted with a mixture of chloroform and water (v/v, 9:23). The sample was centrifuged, and the supernatant dried and resuspended in water. The sample was centrifuged again and the supernatant used for HPLC measurements with an ICS3000 system (Dionex). A CarboPac MA1 analytical column (Dionex) was used with 120 mm of NaOH as the isocratic eluent at a flow rate of 0.4 mL min−1. The measurement was performed with three biological replicates; each replicate sample was taken from different plant.
Cell wall content analysis
The fruit pericarp samples were homogenized using 95% ethanol and boiled in a water bath for 45 min. After centrifuging, the residue was washed with boiling ethanol, chloroform–methanol (v/v, 1:1), and acetone in sequence. The residue was dried at 25°C and named as alcohol insoluble residue (AIR). Measurement of the uronic acid was determined following the method of (Ahmed and Labavitch, 1978). Five mg of AIR was mixed with 2 mL of concentrated H2SO4, and water added to the solution until the AIR was completely dissolved. Absorbance was measured at 520 nm and calculated using a galacturonic acid standard curve.
Neutral sugars were measured using the methods described earlier (Nguyen et al., 2014). Gas chromatography‐mass spectrometry (GC‐MS) analysis was performed with an Agilent GC‐MS‐HP6890. The various neutral sugars were confirmed based on peak areas and calculated based on standard curves with D‐chiro‐inositol as the internal standard. The measurement was performed with three biological replicates and each replicate sample was taken from different plants.
B.cinerea infection
The spores of B. cinerea were collected with 0.1% (v/v) tween‐20 solution after cultivation on a PDA medium at 25°C for 15 days. The red fruits (breaker+7 days) of the WT and transgenic plants were harvested, the fruit epidermis was stabbed using a needle. After 10 μL of spore suspension (5 × 105 spores/mL) was dropped on the wound area of fruits were kept at 25°C and high humidity. Lesion diameter was measured 24, 48, and 72 h after inoculation. At 72 h after inoculation, a 1 cm3 of fruit sample was collected from around the wound area genomic DNA extraction. The biomass of B. cinerea was determined by qRT‐PCR.
Statistical analysis
All experiments in our study were repeated at minimum of three times. All data was analysed using SPSS software version 21.0. The Student’s t‐test was used to analyse the difference between control and treatment groups. We designated a P value less than 0.05 as a significant difference.
Conflicts of interest
The authors declare no competing interests.
Author contributions
W.D., B.Z.Z., Z.G.L., and L.F. planned and designed the research. X.Z.Z., Y.J.Y., B.W.H., X.W.H., Y.W.T., X.X., M.B.W., Z.H.G., Y.Q.L., M.G., X.L.G., G.L.W., Q.D.Z., L.Z., and H.C. performed experiments and analysed the data. X.Z.Z., Y.J.Y., W.D., L.Z., and L.F. wrote the manuscript.
Supporting information
Acknowledgements
This work was supported by the Fundamental Research Funds for the Central Universities (2018CDYJSY0055), National Natural Science Foundation of China (32172596), the Technology Innovation and Application Development Project in Chongqing (cstc2021jscx‐cylhX0115 and cstc2019jscx‐gksbX0115), the Tianfu Scholar Program of Sichuan Province (Department of Human Resources and Social Security of Sichuan Province 2021‐58) and the Fundamental Research Funds for the Central Universities (2021CDJZYJH‐002). We thank Professor Zhongkang Wang at Chongqing University for providing B. cinerea. And we would like to thank Analytical and Testing Center of Chongqing University for cell wall anatomy analysis.
Zheng, X. , Yuan, Y. , Huang, B. , Hu, X. , Tang, Y. , Xu, X. , Wu, M. , Gong, Z. , Luo, Y. , Gong, M. , Gao, X. , Wu, G. , Zhang, Q. , Zhang, L. , Chan, H. , Zhu, B. , Li, Z. , Ferguson, L. and Deng, W. (2022) Control of fruit softening and Ascorbic acid accumulation by manipulation of SlIMP3 in tomato. Plant Biotechnol. J., 10.1111/pbi.13804
References
- Ahmed, A.E.R. and Labavitch, J.M. (1978) A simplified method for accurate determination of cell wall uronide content. J. Food Biochem. 1, 361–365. [Google Scholar]
- Alhagdow, M. , Mounet, F. , Gilbert, L. , Nunes‐Nesi, A. , Garcia, V. , Just, D. , Petit, J. et al. (2007) Silencing of the mitochondrial ascorbate synthesizing enzyme L‐galactono‐1,4‐lactone dehydrogenase affects plant and fruit development in tomato(1[w][OA]). Plant Physiol. 145, 1408–1422. [DOI] [PMC free article] [PubMed] [Google Scholar]
- Bashline, L. , Lei, L. , Li, S.D. and Gu, Y. (2014) Cell wall, cytoskeleton, and cell expansion in higher plants. Mol Plant. 7, 586–600. [DOI] [PubMed] [Google Scholar]
- Bhushan, B. , Kumar, S. , Mahawar, M.K. , Jalgaonkar, K. , Dukare, A.S. , Bibwe, B. , Meena, V.S. et al. (2019) Nullifying phosphatidic acid effect and controlling phospholipase D associated browning in litchi pericarp through combinatorial application of hexanal and inositol. Sci. Rep. 9, 2402. [DOI] [PMC free article] [PubMed] [Google Scholar]
- Blanco‐Ulate, B. , Labavitch, J. , Vincenti, E. , Powell, A. and Cantu, D. (2016a) Hitting the wall: plant cell walls during Botrytis cinerea infections. In Botrytis—The Fungus, the Pathogen and Its Management in Agricultural Systems ( Fillinger, S. and Elad, Y. eds), pp. 361–386. New York: Springer. [Google Scholar]
- Blanco‐Ulate, B. , Vincenti, E. , Cantu, D. and Powell, A. (2016b) Ripening of tomato fruit and susceptibility to Botrytis cinerea . In Botrytis—The Fungus, the Pathogen and Its Management in Agricultural Systems ( Fillinger, S. and Elad, Y. ed), pp. 387–412. New York: Springer. [Google Scholar]
- Brummell, D.A. , Harpster, M.H. , Civello, P.M. , Palys, J.M. , Bennett, A.B. and Dunsmuir, P. (1999) Modification of expansin protein abundance in tomato fruit alters softening and cell wall polymer metabolism during ripening. Plant Cell, 11, 2203–2216. [DOI] [PMC free article] [PubMed] [Google Scholar]
- Brummell, D.A. and Harpster, M.H. (2001) Cell wall metabolism in fruit softening and quality and its manipulation in transgenic plants. Plant Mol. Biol. 47, 311–339. [PubMed] [Google Scholar]
- Cantu, D. , Vicente, A. , Greve, L.C. , Dewey, F. , Bennett, A. , Labavitch, J.M. and Powell, A. (2008) The intersection between cell wall disassembly, ripening, and fruit susceptibility to Botrytis cinerea. Proc. Natl Acad. Sci. USA, 105, 859–864. [DOI] [PMC free article] [PubMed] [Google Scholar]
- David, S. , Judith, A. and Gross, K.C. (2002) Down‐regulation of tomato beta‐galactosidase 4 results in decreased fruit softening. Plant Physiol. 129, 1755–1762. [DOI] [PMC free article] [PubMed] [Google Scholar]
- Endres, S. and Tenhaken, R. (2009) Myoinositol oxygenase controls the level of myoinositol in arabidopsis, but does not increase ascorbic acid. Plant Physiol. 149, 1042–1049. [DOI] [PMC free article] [PubMed] [Google Scholar]
- Gillaspy, G.E. , Oda, K. , Keddie, J. and Gruissem, W. (1995) Inositol monophosphatase genes from tomato. Plant Physiol. 108, 51. [DOI] [PMC free article] [PubMed] [Google Scholar]
- Hall, L.N. , Tucker, G.A. , Smith, C.J.S. , Watson, C.F. , Seymour, G.B. , Bundick, Y. , Boniwell, J.M. et al. (2010) Antisense inhibition of pectin esterase gene expression in transgenic tomatoes. Plant J. 3, 121–129. [Google Scholar]
- Hu, T. , Jie, Y. , Tao, P. , Li, H. and Zhang, J. (2016) The tomato HD‐Zip I transcription factor SlHZ24 modulates ascorbate accumulation through positive regulation of the d‐mannose/l‐galactose pathway. Plant J. 85, 16–29. [DOI] [PubMed] [Google Scholar]
- Ioannidi, E. , Kalamaki, M.S. , Engineer, C. , Pateraki, I. , Alexandrou, D. , Mellidou, I. , Giovannonni, J. et al. (2009) Expression profiling of ascorbic acid‐related genes during tomato fruit development and ripening and in response to stress conditions. J. Exp. Bot. 60, 663–678. [DOI] [PMC free article] [PubMed] [Google Scholar]
- Laing, W.A. , Martinez‐Sanchez, M. , Wright, M.A. , Bulley, S.M. , Brewster, D. , Dare, A.P. , Rassam, M. et al. (2015) An Upstream open reading frame is essential for feedback regulation of ascorbate biosynthesis in Arabidopsis. Plant Cell, 27, 772–786. [DOI] [PMC free article] [PubMed] [Google Scholar]
- Li, H. , Chen, Y. , Zhang, Z.Q. , Li, B.Q. , Qin, G.Z. and Tian, S.P. (2018) Pathogenic mechanisms and control strategies of Botrytis cinerea causing post‐harvest decay in fruits and vegetables. Food Qual Saf‐Oxford, 2, 111–119. [Google Scholar]
- Li, M.J. , Ma, F.W. , Guo, C.M. and Liu, J. (2010) Ascorbic acid formation and profiling of genes expressed in its synthesis and recycling in apple leaves of different ages. Plant Physiol. Bioch. 48, 216–224. [DOI] [PubMed] [Google Scholar]
- Li, R. , Sun, S. , Wang, H. , Wang, K. , Yu, H. , Zhou, Z. , Xin, P. et al. (2020) FIS1 encodes a GA2‐oxidase that regulates fruit firmness in tomato. Nat. Commun. 11, 1–12. [DOI] [PMC free article] [PubMed] [Google Scholar]
- Liu, M.C. , Diretto, G. , Pirrello, J. , Roustan, J.P. , Li, Z.G. , Giuliano, G. , Regad, F. et al. (2014) The chimeric repressor version of an Ethylene Response Factor (ERF) family member, Sl‐ERF.B3, shows contrasting effects on tomato fruit ripening. New Phytol. 203, 206–218. [DOI] [PubMed] [Google Scholar]
- Loewus, F.A. (2006) Inositol and plant cell wall polysaccharide biogenesis. Subcell Biochem. 39, 21–45. [DOI] [PubMed] [Google Scholar]
- Loewus, F. , Kelly, S. and Neufeld, E. (1962) Metabolism of myoinositol in plants: conversion to pectin, hemicellulose, D‐xylose, and Sugar Acids. Proc. Natl. Acad. Sci. USA, 48, 421–425. [DOI] [PMC free article] [PubMed] [Google Scholar]
- Loewus, F. and Murthy, P. (2000) myo‐Inositol metabolism in plants. Plant Sci. 105, 1–19. [Google Scholar]
- Lorence, A. , Chevone, B.I. , Mendes, P. and Nessler, C.L. (2004) myo‐inositol oxygenase offers a possible entry point into plant ascorbate biosynthesis. Plant Physiol. 134, 1200–1205. [DOI] [PMC free article] [PubMed] [Google Scholar]
- Martin, L.B.B. , and Rose, J.K.C. (2014) There's more than one way to skin a fruit: formation and functions of fruit cuticles. J. Exp. Bot. 65, 4639–4651. [DOI] [PubMed] [Google Scholar]
- Nambeesan, S. , Datsenka, T. , Ferruzzi, M.G. , Malladi, A. , Mattoo, A.K. and Handa, A.K. (2010) Overexpression of yeast spermidine synthase impacts ripening, senescence and decay symptoms in tomato. Plant J. 63, 836–847. [DOI] [PubMed] [Google Scholar]
- Nguyen, C.V. , Vrebalov, J.T. , Gapper, N.E. , Zheng, Y. , Zhong, S.L. , Fei, Z.J. and Giovannoni, J.J. (2014) Tomato GOLDEN2‐LIKE transcription factors reveal molecular gradients that function during fruit development and ripening. Plant Cell, 26, 585–601. [DOI] [PMC free article] [PubMed] [Google Scholar]
- Perini, M.A. , Sin, I.N. , Villarreal, N.M. , Marina, M. , Powell, A. , Martínez, G. and Civello, P.M. (2017) Overexpression of the carbohydrate binding module from Solanum lycopersicum expansin 1 (Sl‐EXP1) modifies tomato fruit firmness and Botrytis cinerea susceptibility. Plant Physiol. Biochem. 113, 122–132. [DOI] [PubMed] [Google Scholar]
- Reiter, W. (2003) Biosynthesis and properties of the plant cell wall. Curr. Opin. Plant Biol. 5, 536–542. [DOI] [PubMed] [Google Scholar]
- Rigano, M.M. , Lionetti, V. , Raiola, A. , Bellincampi, D. and Barone, A. (2018) Pectic enzymes as potential enhancers of ascorbic acid production through the D‐galacturonate pathway in Solanaceae. Plant Sci. 266, 55–63. [DOI] [PubMed] [Google Scholar]
- Seymour, G.B. , Østergaard, L. , Chapman, N.H. , Knapp, S. and Martin, C. (2013) Fruit development and ripening. Annu. Rev Plant Biol. 64, 219–241. [DOI] [PubMed] [Google Scholar]
- Sheehy, R.E. , Kramer, M. and Hiatt, W.R. (1988) Reduction of polygalacturonase activity in tomato fruit by antisense RNA. Proc. Natl Acad. Sci. USA, 85, 8805–8809. [DOI] [PMC free article] [PubMed] [Google Scholar]
- Smith, C. , Watson, C.F. , Ray, J. , Bird, C.R. , Morris, P.C. , Schuch, W. and Grierson, D. (1988) Antisense RNA inhibition of polygalacturonase gene expression in transgenic tomatoes. Nature, 334, 724–726. [Google Scholar]
- Smith, C. , Watson, C. , Morris, P. , Bird, C. , Seymour, G. , Gray, J. , Arnold, C. et al. (1990) Inheritance and effect on ripening of antisense polygalacturonase genes in transgenic tomatoes. Plant Mol. Biol. 14, 369–379. [DOI] [PubMed] [Google Scholar]
- Thole, V. , Vain, P. , Yang, R.‐Y. , Almeida Barros da Silva, J. , Enfissi, E.M.A. , Nogueira, M. , Price, E.J. et al. (2020) Analysis of tomato post harvest properties: Fruit color, shelf life, and fungal susceptibility. Curr. Opin. Plant Biol. 5, e20108. [DOI] [PubMed] [Google Scholar]
- Tieman, D.M. and Handa, A.K. (1994) Reduction in pectin methylesterase activity modifies tissue integrity and cation levels in ripening tomato (Lycopersicon esculentum Mill.) fruits. Plant Physiol. 106, 429–436. [DOI] [PMC free article] [PubMed] [Google Scholar]
- Tieman, D.M. , Harriman, R.W. , Ramamohan, G. and Handa, A.K. (1992) An antisense pectin methylesterase gene alters pectin chemistry and soluble solids in tomato fruit. Plant Cell, 4, 667–679. [DOI] [PMC free article] [PubMed] [Google Scholar]
- Torabinejad, J. , Donahue, J.L. , Gunesekera, B.N. , Allen‐Daniels, M.J. and Gillaspy, G.E. (2009) VTC4 Is a bifunctional enzyme that affects myoinositol and ascorbate biosynthesis in plants. Plant Physiol. 150, 951–961. [DOI] [PMC free article] [PubMed] [Google Scholar]
- Torres‐Contreras, A.M. , Nair, V. , Cisneros‐Zevallos, L. and Jacobo‐Velazquez, D.A. (2017) Stability of bioactive compounds in broccoli as affected by cutting styles and storage time. Molecules, 22, 636. [DOI] [PMC free article] [PubMed] [Google Scholar]
- Uluisik, S. , Chapman, N.H. , Smith, R. , Poole, M. , Adams, G. , Gillis, R.B. , Besong, T.M.D. et al. (2016) Genetic improvement of tomato by targeted control of fruit softening. Nat. Biotechnol. 34, 950–952. [DOI] [PubMed] [Google Scholar]
- Valpuesta, V. and Botella, M. (2005) Biosynthesis of L‐ascorbic acid in plants: New pathways for an old antioxidant. Trends Plant Sci. 9, 573–577. [DOI] [PubMed] [Google Scholar]
- Vincent, H. , Wiersema, J. , Kell, S. , Fielder, H. , Dobbie, S. , Castaneda‐Alvarez, N.P. , Guarino, L. et al. (2013) A prioritized crop wild relative inventory to help underpin global food security. Biol. Conserv. 167, 265–275. [Google Scholar]
- Wu, M.B. , Xu, X. , Hu, X.W. , Liu, Y.D. , Cao, H.H. , Chan, H.E. , Gong, Z.H. et al. (2020) SlMYB72 regulates the metabolism of chlorophylls, carotenoids, and flavonoids in tomato fruit. Plant Physiol. 183, 854–868. [DOI] [PMC free article] [PubMed] [Google Scholar]
- Xiong, F.J. , Liu, M. , Zhuo, F.P. , Yin, H. , Deng, K.X. , Feng, S. , Liu, Y.D. et al. (2019) Host‐induced gene silencing of BcTOR in Botrytis cinerea enhances plant resistance to grey mould. Mol. Plant Pathol. 20, 1722–1739. [DOI] [PMC free article] [PubMed] [Google Scholar]
- Yang, J. , Yang, J.J. , Zhao, L.L. , Gu, L. , Wu, F.L. , Tian, W. , Sun, Y.D. et al. (2021) Ectopic expression of a Malus hupehensis Rehd. myo‐ inositol oxygenase gene (MhMIOX2) enhances tolerance to salt stress. Sci. Hortic. 281, 109898. [Google Scholar]
- Yang, L. , Huang, W. , Xiong, F.J. , Xian, Z.Q. , Su, D.D. , Ren, M.Z. and Li, Z.G. (2017) Silencing of SlPL, which encodes a pectate lyase in tomato, confers enhanced fruit firmness, prolonged shelf‐life and reduced susceptibility to grey mould. Plant Biotechnol. J. 15, 1544–1555. [DOI] [PMC free article] [PubMed] [Google Scholar]
- Zhang, L.C. , Zhu, M.K. , Ren, L.J. , Li, A.Z. , Chen, G.P. and Hu, Z.L. (2018) The SlFSR gene controls fruit shelf‐life in tomato. J. Exp. Bot. 12, 2897–2909. [DOI] [PMC free article] [PubMed] [Google Scholar]
Associated Data
This section collects any data citations, data availability statements, or supplementary materials included in this article.