Abstract

Fleshy fruit ripening is governed by multiple external and internal cues and accompanied by changes in color, texture, volatiles, and nutritional quality traits. While extended shelf-life and increased phytonutrients are desired, delaying ripening via genetic or postharvest means can be accompanied by reduced nutritional value. Here we report that the high pigment 1 (hp1) mutation at the UV-DAMAGED DNA BINDING PROTEIN 1 (DDB1) locus, previously shown to influence carotenoid and additional phytonutrient accumulation via altered light signal transduction, also results in delayed ripening and firmer texture, resulting at least in part from decreased ethylene evolution. Transcriptome analysis revealed multiple ethylene biosynthesis and signaling-associated genes downregulated in hp1. Furthermore, the hp1 mutation impedes softening of the pericarp, placenta, columella as well as the whole fruit, in addition to reduced expression of the FRUITFUL2 (FUL2) MADS-box transcription factor and xyloglucan endotransglucosylase/hydrolase 5 (XTH5). These results indicate that DDB1 influences a broader range of fruit development and ripening processes than previously thought and present an additional genetic target for increasing fruit quality and shelf-life.

Introduction

As sessile organisms, plants have evolved fleshy fruits to disperse seeds by attracting animals, which consume them and release their seeds. Tomato (Solanum lycopersicum) is a model system for fleshy fruit ripening that, like many fruits, undergoes changes in color, aroma, texture, nutrient composition, and additional quality traits. These changes are coordinated by multiple internal and external factors, including the gaseous hormone ethylene, key transcription factors, epigenetic changes, and environmental stimuli, such as light and temperature1,2.

Several MADS-box transcription factors, including RIPENING-INHIBITOR (RIN), are essential for manifestation of the ripening phenotype3. While RIN is necessary for normal ripening, recent evidence indicates the mutant rin allele has repressor activity, resulting in ripening repression greater than null mutations4,5. RIN function is conserved across diverse fruiting species, as shown through transgenic repression in strawberry and banana6,7. Additional MADS-box proteins, TOMATO AGAMOUS-LIKE 1 (TAGL1), FRUITFULL 1 (FUL1), and FRUITFULL 2 (FUL2) interact with RIN to regulate fruit development and ripening8–12. Additional MADS-box and non-MADS-box ripening transcription factors, including COLORLESS NON-RIPENING (CNR), APETALA2a (AP2a), STAY-GREEN 1 (SGR1), MADS-box transcription factor MADS1, and HD-Zip homeobox protein HB-113–17, have been characterized in tomato, suggesting multiple, and sometimes interacting, factors mediating genetic control of fruit ripening.

In addition to the accumulating knowledge pertaining to genetic regulation of ripening, intensive efforts have been made to improve fruit quality through targeted manipulation of softening, light responses18–20, and carotenoid pathway genes21–23. While extended shelf-life and increased phytonutrient levels are desired traits, genetic or postharvest approaches to delay ripening often negatively influence phytonutrients. For instance, mutations of RIN and CNR delay ripening but also confer reduced carotenoid accumulation3,13. Conversely, the tomato high pigment 1 (hp1) mutant has attracted attention for its increased phytonutrients level24,25, including enhanced flavonoids, lycopene, and β-carotene accumulation, though the effect on additional aspects of fruit ripening has not been thoroughly examined. HP1 encodes a UV-DAMAGED DNA BINDING PROTEIN 1 (DDB1) homolog that associates with the CUL4-DDB1-DET1 E3 ligase complex to target substrates for 26S proteasomal degradation26–28. The stability of SlGLK2, a member of the MYB transcription factor superfamily exhibiting gradient longitudinal expression in tomato fruit, has been shown to be influenced by the CUL4-DDB1-DET1 complex, while its transcription in the hp1 loss-of-function mutant is upregulated29,30. Arabidopsis DET1 was shown to function together with CCA1 and LHY as a transcriptional repressor31, suggesting a role for DDB1-DET1 E3 ligase complex in similar transcriptional regulation.

Here we used S. lycopersicum cv. Ailsa Craig (AC) and its nearly isogenic hp1 mutant line to further characterize the influence of DDB1 on fruit ripening. We show that in addition to previously reported effects on pigmentation, this gene influences additional ripening activities including texture and shelf-life suggesting a re-examination of its utility in modifying agriculturally important fleshy fruit traits.

Results

Defective DDB1 mutation influences tomato fruit maturation and ripening initiation

The tomato DDB1-defective mutant, hp1, has been shown to present whole plant constitutive light responsiveness, including an enhanced accumulation of fruit carotenoids. This is due, at least in part, to increased plastid number and elevated carotenoid pathway gene expression27,32. Fruit development was monitored in the hp1 mutant from 1 cm fruit (7 days post anthesis (DPA)) up to the initial ripening or breaker (BK) stage, showing that ripening initiation was delayed 4–5 days compared to the wild-type (WT) AC control (Figs. 1 and 2a). Consistent results were observed in plants grown in three additional trials with minor variation (Fig. 1) and hp1 fruit showed an average of 4.7 days ripening delay. To further confirm delayed ripening initiation, ethylene production was measured at various developmental stages. Ethylene synthesis was also delayed in hp1 fruit consistent with the delay in ripening initiation (Fig. 2b). Ethylene reached a peak at BK + 3 days and then gradually declined in AC control fruit, whereas in hp1, ethylene achieved a reduced plateau as compared to WT spanning BK + 3 (BK3) to BK + 7 days (BK7), then declined (Fig. 2c). In order to accurately harvest fruit at the mature green (MG) stage, we compared fruit gel liquidity and seed germination rate at different DPA pre-BK. hp1 fruit reached MG slightly later than AC (Fig. 2d).

Days from 1 cm fruit to the breaker stage for wild-type tomato AC (Ailsa Craig) and hp1 mutant

hp1 mutation influences fruit development and ripening

a Upper and lower rows of pictures represent fruits throughout fruit development for AC and the hp1 mutant, respectively. b, c Ethylene production of AC and hp1 fruits based on 1 cm or breaker (BK) stage, respectively. DP1, days post 1 cm fruit. d Cross-sectioned AC and hp1 fruits at different developmental stages and germination rates of seeds isolated from the corresponding fruits. Error bars indicate standard error.
Fig. 2

a Upper and lower rows of pictures represent fruits throughout fruit development for AC and the hp1 mutant, respectively. b, c Ethylene production of AC and hp1 fruits based on 1 cm or breaker (BK) stage, respectively. DP1, days post 1 cm fruit. d Cross-sectioned AC and hp1 fruits at different developmental stages and germination rates of seeds isolated from the corresponding fruits. Error bars indicate standard error.

DDB1 loss of function impedes fruit softening

Given that hp1 delays tomato ripening initiation and ethylene production, we next asked whether it influences the key quality and postharvest trait of fruit softening. Fruit firmness was measured by independently quantifying resistance to mechanical deformation of the fruit pericarp, placenta, and columella tissue. There were no significant differences between hp1 and AC at the MG stage, while at BK, BK3, and BK7, hp1 fruits exhibited higher pericarp deformation resistance (Fig. 3a), indicating reduced softening during ripening. Differences in placenta and columella firmness were significant at the BK3 and BK7 stages, suggesting effects later than in pericarp in these tissues (Fig. 3b, c). Furthermore, intact hp1 fruits exhibited higher deformation resistance at all developmental stages examined, including MG, as compared with AC (Fig. 3d), implying additional textural influence of the mutation at pre-ripening stages.

hp1 mutation impedes fruit softening process

Deformation mass of AC and hp1 fruits measured on pericarp (a), placenta (b), columella (c), and intact fruit (d), respectively. *0.01 < P < 0.05, **P < 0.01
Fig. 3

Deformation mass of AC and hp1 fruits measured on pericarp (a), placenta (b), columella (c), and intact fruit (d), respectively. *0.01 < P < 0.05, **P < 0.01

DDB1 influences ethylene synthesis and signaling at the transcriptional level

To better understand the mechanism behind the hp1 phenotype and thus more fully understand DDB1 function, transcriptome analysis was performed on hp1 and nearly isogenic AC control fruit tissues (Supplemental Table 1; Supplemental Dataset 1). It has been proposed that ethylene production is mediated by system 1, or repressive, ethylene prior to the MG stage, while system 2 ripening promotive ethylene operates during later fruit development and ripening33. At the immature green (IG) stage, expression levels of the ACC oxidase genes ACO1, ACO3, and ACO6 were lower in hp1 than in AC (Fig. 4a–c), suggesting that DDB1 loss of function may initially affect system 1 ethylene production, consistent with our observations of delayed ethylene production during fruit development. At the BK stage, expression of ACC synthases ACS1a and ACS1b were significantly lower in the hp1 mutant, while normally limiting enzymes in ethylene biosynthesis ACS2 and ACS4 (i.e. those most strongly induced during ripening) remained unchanged in hp1. Expression of ACO1, ACO3, and ACO6 was slightly lower in the hp1 mutant at BK stage.

hp1 mutation influences the expression of ethylene biosynthesis and signaling genes

a, b Phylogenetic tree and expression heatmap of ethylene biosynthesis genes. c. Expression of ACS1a, ACS1b, ACS2, ACS4, ACO1, ACO3, and ACO6 at the breaker (BK) or immature green (IG) stage. *0.01 < P < 0.05. **P < 0.01. d–f Phylogenetic tree and expression heatmap of ethylene receptor genes (d), ethylene insensitive 3 (EIN3) transcription factors homologous (e), and EIN3 binding F-box genes (f). Genes marked with black rectangle are downregulated in hp1 at the IG stage. Error bars indicate standard error
Fig. 4

a, b Phylogenetic tree and expression heatmap of ethylene biosynthesis genes. c. Expression of ACS1a, ACS1b, ACS2, ACS4, ACO1, ACO3, and ACO6 at the breaker (BK) or immature green (IG) stage. *0.01 < P < 0.05. **P < 0.01. df Phylogenetic tree and expression heatmap of ethylene receptor genes (d), ethylene insensitive 3 (EIN3) transcription factors homologous (e), and EIN3 binding F-box genes (f). Genes marked with black rectangle are downregulated in hp1 at the IG stage. Error bars indicate standard error

We next examined expression of genes involved in ethylene perception and signaling. At the IG stage, transcripts of multiple ethylene signaling components were downregulated in hp1 (Fig. 4d–f), including ethylene receptors (ETR5 and ETR6), ethylene insensitive 3 transcription factors homologous (EIL2-4), and ethylene insensitive 3 binding F-box proteins (EBF2 and EBF3). Given the repressive role of ethylene receptors in mediating downstream signaling in the presence of ethylene34,35, these fruit might be anticipated to be more ethylene-sensitive than their WT counterparts. Furthermore, multiple ethylene responsive factors were also found to be downregulated in the hp1 mutant at either IG or MG stages (Supplemental Fig. 1). As such, both promotive ethylene signaling functions including those encoded by EILs and repressive functions as encoded by the ETR receptors were downregulated in hp1. Given the fact that ERT3 and ETR4 are the predominantly expressed receptors in maturing tomato fruit, and that they are not altered by hp1, the transcriptome changes of ethylene signaling genes would be consistent with reduced ethylene response and the observed inhibited ripening phenotypes.

Defective DDB1 influences ripening-regulated gene expression

Differential gene expression analysis between IG and BK was performed (Supplemental Dataset 2). Differentially expressed genes (DEGs, adjusted P < 0.05, ratio >2 or <0.5) between AC IG stage and AC BK stage were defined as ripening-associated genes (Supplemental Table 2). Principal component analysis (PCA) of ripening-associated transcripts was performed to describe the relationships among different developmental stages. IG, MG, BK, and BK7 stages of AC were separated in PCA with a predominance of IG and MG localizing to the first principal component (PC1) and separation of BK and BK7 in PC2 (Fig. 5a).

hp1 mutation influences fruit ripening by affecting ripening-related gene expression

a PCA analysis of AC and hp1 fruit samples using expression data (RPKM) of ripening-associated genes. b Heatmap analysis of AC and hp1 fruit samples using expression data (RPKM) of ripening-associated genes. c Expression (RPKM) of NOR and CNR at BK and BK + 7 stages. d Expression (RPKM) and relative expression levels of RIN, FUL1 and FUL2 at BK and BK + 7 stages determined by RNA-Seq (upper panel) and qRT-PCR (lower panel), respectively. *0.01 < P < 0.05, **P < 0.01. Error bars indicate standard error
Fig. 5

a PCA analysis of AC and hp1 fruit samples using expression data (RPKM) of ripening-associated genes. b Heatmap analysis of AC and hp1 fruit samples using expression data (RPKM) of ripening-associated genes. c Expression (RPKM) of NOR and CNR at BK and BK + 7 stages. d Expression (RPKM) and relative expression levels of RINFUL1 and FUL2 at BK and BK + 7 stages determined by RNA-Seq (upper panel) and qRT-PCR (lower panel), respectively. *0.01 < P < 0.05, **P < 0.01. Error bars indicate standard error

To better visualize alteration of ripening-associated genes, a heatmap was generated. As shown in Fig. 5b, clusters of up- or downregulated transcripts were identified in hp1 as compared to WT at all stages examined, confirming the effects of DDB1 across all fruit development and ripening stages tested. A large set of ripening-associated genes showed distinct patterns in hp1 at the IG stage, indicating an especially large effect during early fruit development. Among previously described ripening-related genes, expression of the NOR and CNR transcription factors displayed similar expression patterns in AC and hp1 at the BK and BK7 stages (Fig. 5c). Expression of RIN and FUL1 were not significantly different at either BK or BK7 stage, while reduced expression of FUL2 was observed in hp1 at BK7 stage, which was confirmed by qRT-PCR analysis (Fig. 5d).

The hp1 mutation alters cell wall-related gene expression

Ripening-related softening results in part from remodeling of cell wall components. To better understand the delayed softening of hp1 fruit, the expression of cell wall-related genes was examined. Compared to AC controls, expression of xyloglucan endotransglucosylase/hydrolase 5 (XTH5) and β-galactosidase 4 (TBG4) was downregulated in hp1 at BK7, while expression of α-mannose (α-MAN), expansin 1 (EXP1), pectate lyase (PL), and polygalacturonase 2a (PG2a) was unchanged. Each of these cell wall-modifying enzyme classes is encoded by a large gene family and all have been associated to greater or lesser degrees with changes in maturing fruit texture. We examined the annotations and expression of homologous genes (Fig. 6). XTH5, α-MAN, EXP1, PL, and PG2a are the highest expressed respective family members at the BK stage. Interestingly, TBG4 is exceeded in expression by two members of the TBG family. Transgenic downregulation of TBG4 was previously shown to result in decreased fruit softening36,37. Furthermore, multiple additional cell wall genes were found downregulated in hp1 at the MG stage, including Solyc07g009380, Solyc02g091920, Solyc02g080160, and Solyc03g031800, which belong to XTH gene family, and Solyc11g069270, Solyc06g062660, and Solyc02g078950, which belong to the TBG gene family. These previously uncharacterized genes emerge as additional candidates for ripening-related textural changes as a result of this analysis.

Expression (RPKM) (upper panel) and heatmap (lower panel) of genes encoding cell wall-modifying enzymes

*0.01 < P < 0.05. Error bars indicate standard error
Fig. 6

*0.01 < P < 0.05. Error bars indicate standard error

Discussion

DDB1/hp1 influences both fruit nutritional quality and firmness

Fruit ripening is a process modulated by complex regulatory networks. Multiple ripening or pigmentation regulators have been identified by positional cloning of the known mutants3,13,27,38–40, or through functional characterization using reverse genetics approaches8,9,15,16,41. RIN has been characterized as one of the central ripening regulators and the rin mutant exhibits significant delayed ripening, which is beneficial for prolonged shelf-life during the postharvest stage; however, the rin mutant also shows reduced phytonutrient levels3,12,42,43. We note that suppression of a pectate lyase, PL, was reported to result in firmer fruit without affecting other aspects of ripening20,44, suggesting that global ripening and textural changes can be uncoupled. According to previous studies, hp1 mutant fruit exhibit increased accumulation of chlorophyll and carotenoids at the MG and red ripe stages, respectively, due to increased plastid number/size and elevated expression of carotenoid biosynthesis genes27,32. Here we reveal that expression of neither RIN nor PL is significantly altered in the hp1 mutant. As such, these key regulators of ripening and softening do not appear to be the genetic means through which DDB1 exerts its effects on ripening.

Tomato DDB1 clearly influences ripening initiation and softening as revealed through characterization of the hp1 mutation for ripening phenotypes beyond those previously characterized (Figs. 13). Another HP1 (DDB1) mutant allele, hp1w, is available and exhibited a similar delay in ripening initiation (5.2 days) compared to its corresponding WT GT (Supplemental Fig. 2) and consistent with the initial hp1 observations, indicating a significant contribution of tomato DDB1 in the initiation and manifestation of ripening phenotypes. Indeed, DDB1 expression exhibits a significant increase at BK (Reads Per Kilobase per Million mapped reads, RPKM 31.69) as compared to its expression at IG stage (RPKM 20.48, fold-change 1.55) in AC (Supplemental Fig. 3), consistent with a previous report45. Moreover, hp1 impaired expression of FUL2, XTH5, and TBG4 (Figs. 5 and 6) likely contributing to the observed textural changes. FUL2, a MADS-box transcription factor, is involved in regulating cell wall modification gene expression and acts redundantly with FUL1 in controlling fruit ripening11 as part of a complex with RIN10. Transcripts of XTH5, the mostly highly expressed XTH at BK (Fig. 6), is expressed at high levels throughout ripening and XTH5 protein has been shown to degrade xyloglucan, a major component of the primary cell wall of dicotyledons46. Tomato β-galactosidase TBG4 degrades β-(1, 4)-galactan in the pericarp cell wall, and downregulation of TBG4 resulted in decreased fruit softening in transgenic fruit36,37. In short, the hp1 mutation exhibits decreased ethylene production and delayed ripening in addition to increased fruit firmness likely due at least in part to alteration of transcription factors such as FUL2 and cell wall-modifying enzymes including TBG4, which are known to modulate these fruit phenotypes, respectively.

The effects of DDB1 on plastids and photosynthesis are predominantly in young fruit tissues

Chlorophylls are the major photosynthetic pigments, where they act to harvest solar energy, whereas carotenoids function as accessory pigments in light absorption47. Xanthophyll cycle carotenoids, violaxanthin, antheraxanthin, and zeathaxin, also play a protective role in photosynthesis by dissipating excess energy48. Carotenoid biosynthesis genes, such as GGPS1, PSY1, PSY2, LCYE, CHYB1, and CHYB2, were found to be upregulated in the hp1 mutant at the IG and MG stages, but not at the BK or BK7 stages (Supplemental Table 3). Most carotenoid biosynthesis genes, including the ethylene-regulated rate-limiting enzyme encoding fruit PSY (PSY1), showed no significant difference in expression at the onset of fruit ripening (BK). ZEP and VDE1 are genes involved in the xanthophyll cycle of carotogenesis and VDE1 was significantly upregulated at IG, MG, and BK7, while ZEP was slightly upregulated at IG and BK7 (Supplemental Table 3). These results suggest that the hp1 mutation influences the expression of carotenoid biosynthesis genes primarily in the early photosynthetic fruit stages of pre-ripening fruit, which are also typified by elevated plastid numbers27.

Altered pathway analysis using Plant MetGenMAP49 showed that photosynthesis-associated pathways changed in hp1 throughout fruit development and the related genes were generally upregulated (Supplemental Table 4). For example, genes coding ribulose bisphosphate carboxylase small subunit and glyceraldehyde-3-phosphate dehydrogenase involved in carbon fixation via the Calvin-Benson-Bassham cycle were significantly upregulated in hp1, especially at the IG stage. A previous study suggested that carbon fixation via Calvin-Benson-Bassham cycle is modulated by HP1 and can lead to improving secondary metabolites50. Another study showed that tomato fruit photosynthetic rates have little effect on fruit ripening and primary metabolism, but may more substantively influence seed development51. This result is consistent with our observed effect on delayed seed maturation detected in the hp1 mutant (Fig. 2d).

DDB1 influences ethylene signaling at early developmental stages

Both ethylene and abscisic acid (ABA) play a role in regulating fruit ripening and ABA was suggested to act upstream of ethylene52,53. DDB1 functions as part of the CUL4-DDB1-DET1 E3 ligase complex that targets substrates for degradation. Its Arabidopsis counterpart, AtDDB1, has been shown to be associated with the AtCOP1-SPA1 complex54. AtCOP1, which is the central regulator of light signaling, directly targets the F-box protein AtEBF1 and AtEBF2 for ubiquitination and degradation to stabilize AtEIN3. In Arabidopsis, a mutation in AtCOP1 leads to reduced expression of AtEIN3, a primary transcription factor mediating multiple ethylene responses55. Our study found that in hp1, expression levels of AtEIN3 orthologs, EIL2, EIL3, and EIL4, were downregulated at the IG stage, and reduced levels of EBF2, EBF3 transcription factors, in addition to the ETR5 and ETR6 ethylene receptors, were also observed (Fig. 4b–d). In brief, DDB1 influences both ethylene biosynthesis and signaling (Fig. 4 and Supplemental Fig. 1) contributing the observed reduction in ethylene evolution and delayed ripening, but not likely through the activity of important regulators of ripening and softening, such as RIN and PL. While the increased pigmentation and nutritional quality of hp1 fruit has made it an attractive target for breeding, pleiotropic whole plant effects have limited its use. Demonstration that loss of DDB1 function through renewed hp1 mutant analysis may provide new incentives to deploy this allele for enhanced fruit characteristics beyond pigmentation, possibly through fruit-specific repression, as described previously18.

Materials and methods

Plant materials

The hp1 mutants “AC” (hp1/hp1) (LA3538) and its nearly isogenic WT “AC” (+/+) (LA2838A) were kindly provided by Tomato Genetics Resource Center, Davis, CA, USA. Plants were grown under greenhouse conditions with a light (16 h, 27 °C) and dark (8 h, 19 °C) cycle at the Boyce Thompson Institute, Ithaca, NY, USA. Tomato fruits at 1 cm diameter were tagged after 7–8 DPA. Fruits of various developmental stages described in the text were collected for further analysis.

Ethylene measurement

Tomato fruits were harvested at indicated stages and placed in 250 mL open jars overnight at room temperature to reduce harvest stress. The jars were then sealed for 4 h and 1 mL headspace air samples were then taken and injected into a gas chromatograph (Agilent 6850 Series II Network GC System) equipped with a flame ionization detector and an activated alumina column. Ethylene concentrations were calculated using an ethylene standard of known concentration, and normalized by fruit mass9.

Fruit firmness measurement

Firmness testing was adopted from a previous report56 with slight modifications. Intact fruit compression measurements were made by recording a force-deformation curve using Instron Force Transducer (2519 series S-beam, Instron) with flat probe, 1 mm s−1 loading speed and followed by 10 s stress relaxation. Force was recorded at 0.04 s intervals and maximum values were used as an estimation of the fruit firmness with two or three compressions against locule per fruit. Fruit were then sliced into 1 cm-thick slices along the equator using a double-blade slicer, and the pericarp, placenta, and columella deformation mass of the center slice was analyzed using a flat-faced cylinder probe with the same force-deformation method as used in intact fruit compression measurement. Six fruits per stage were measured and a t-test was used for statistical analysis.

Quantitative real-time PCR analysis

Quantitative real-time PCR was performed on the ABI PRISM 7900HT sequence detection system using Power SYBR Green 1-Step kit (Applied Biosystems) following the manufacturer's instructions. A minimum of three biological replicates were performed for each sample and a tomato TIP41 gene was used as internal standard57. TIP41 and gene-specific primers are listed in Supplemental Table 5.

Transcriptome sequencing and data processing

Fruits from three biological replicates were harvested at IG (10 days post 1 cm diameter (DP1)), MG (24 and 29 DP1), BK (29 and 34 DP1), and BK7 (36 and 41 DP1) for AC and hp1, respectively. For analysis of different developmental stages AC and hp1, fruits were equally cross-sectioned into three parts: shoulder, middle, and bottom. The middle section was discarded and pericarp tissues from shoulder and bottom parts were kept in −80 °C freezer until use. The shoulder sections are currently being analyzed for a separate purpose and bottom parts were used in this study since ripening process was more uniform in this section. Total RNA extracted from bottom section pericarp tissue was used for construction of strand-specific RNA-Seq libraries as described58. Two or three biological replicates were sequenced for each sample using Illumina HiSeq2000 sequencing system following manufacturer's instruction. RNA-Seq reads were first cleaned by removing adaptor, polyA/T, rRNA, and plant virus sequences. The resulting reads were mapped to tomato genome by using HISAT allowing one segment mismatch59. For each tomato gene model, raw counts of mapped read were then derived and normalized to RPKM.

DEGs and significantly changed pathways analysis

DEGs between indicated comparisons were identified using DESeq package, with a cutoff of adjusted P < 0.05 and ratio >2 or <0.5. DEGs were then fed to Plant MetGenMAP49 to identify significantly changed pathways with false discovery rate correction and a cutoff P value of 0.05.

PCA, heatmap, and phylogenetic analysis

PCA and heatmap were performed using ClustVis60. Phylogenetic analysis was performed as previously described61.

Accession numbers

Transcriptome sequencing reads were submitted to the National Center for Biotechnology Information Sequence Read Archive (accession number SRP125614).

Acknowledgements

This work is partially supported by the National Science Fund of China for Distinguished Young Scholars (30825030) and the National Natural Science Foundation of China (31671259). Support was also provided through the National Science Foundation Plant Genome Research Program grant IOS-1339287 to J.J.G., J.R., and Z.F., and the US Department of Agriculture—Agricultural Research Service. A.W. was sponsored by China Scholarship Council. We thank Tomato Genetics Resources Center at UC Davis for providing tomato seeds.

Authors’ contributions

A.W., J.J.G., Y.L., Z.F., and J.R. designed and A.W. and D.C. conducted the experiment. A.W., J.J.G., Q.M., and Z.F. analyzed the data. A.W., J.J.G., and Y.L. wrote the manuscript.

Conflict of interest

The authors declare that they have no conflict of interest.

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