| Literature DB >> 25614658 |
Valentina Baldassarre1, Giovanni Cabassi2, Natasha D Spadafora3, Alessio Aprile4, Carsten T Müller3, Hilary J Rogers5, Antonio Ferrante6.
Abstract
Fleshy fruits develop from an unripe organ that needs to be protected from damage to a ripe organ that attracts frugivores for seed dispersal through production of volatile organic compounds (VOCs). Thus, different responses to wounding damage are predicted. The aim of this study was to discover whether wound-induced changes in the transcriptome and VOC production alter as tomato transitions from unripe to ripe. Transcript changes were analysed 3h post-wounding using microarray analysis in two commercial salad-tomato (Solanum lycopersicum L.) cultivars: Luna Rossa and AVG, chosen for their high aroma production. This was followed by quantitative PCR on Luna Rossa genes involved in VOC biosynthesis and defence responses. VOCs elicited by wounding at different ripening stages were analysed by solid phase micro extraction and gas chromatography-mass spectrometry. Approximately 4000 differentially expressed genes were identified in the cultivar AVG and 2500 in Luna Rossa. In both cultivars the majority of genes were up-regulated and the most affected pathways were metabolism of terpenes, carotenoids, and lipids. Defence-related genes were mostly up-regulated in immature stages of development, whereas expression of genes related to VOCs changed at riper stages. More than 40 VOCs were detected and profiles changed with ripening stage. Thus, both transcriptome and VOC profiles elicited by wounding depend on stage of ripening, indicating a shift from defence to attraction.Entities:
Keywords: Microarrays; Solanum lycopersicum; VOCs; molecular markers; ripening; wounding.
Mesh:
Substances:
Year: 2015 PMID: 25614658 PMCID: PMC4339607 DOI: 10.1093/jxb/eru516
Source DB: PubMed Journal: J Exp Bot ISSN: 0022-0957 Impact factor: 6.992
Fig. 1.Venn diagram of the differential expressed genes among cultivars. The detailed information of genes in common or with different responses can be found in Supplementary Table S2.
DAVID functional analysis: Functional annotation chart (FACH) of AVG genes up- and down-regulated (fold change >2) recognized in DAVID database Functional category, terms and genes with accession number, percentage of gene included, P value, fold enrichment, and statistical significance (Bonferroni, Benjamini, and FDR).
| AVG | |||||
|---|---|---|---|---|---|
| GO Category | Up-regulated | % |
| Fold enrichment | Statistical significance |
| GOTERM_CC_FAT | GO:0005576 extracellular region: | 2.47 | 0.04 | 3.87 | 0.48, 0.48, 26.08 |
| SP_PIR_KEYWORDS | Nucleus: | 3.09 | 0.05 | 3.09 | 0.98, 0.98,44.21 |
| GO Category | Down-regulated | % |
| Fold enrichment (FE) | Statistical significance |
| GOTERM_BP_FAT | GO:0019748~secondary metabolic process: | 7.5 | 0.00 | 7.58 | 0.00, 0.00, 0.00 |
| SP_PIR_KEYWORDS | transit peptide: | 12. | 0.00 | 3.55 | 0.00, 0.00, 0.02 |
| GOTERM_BP_FAT | GO:0006720~isoprenoid metabolic process; GO:0006721~terpenoid metabolic process; GO:0016114~terpenoid biosynthetic process; | 5.66 | 0.0001 | 8.12 | 0.02, 0.01, 0.14 |
| UP_SEQ_FEATURE | transit peptide:Chloroplast | 10.38 | 0.0003 | 3.27 | 0.03, 0.03, 0.34 |
| GOTERM_BP_FAT | GO:0008610~lipid biosynthetic process | 6.60 | 0.0006 | 5.10 | 0.07, 0.02, 0.66 |
| GOTERM_BP_FAT | GO:0016109~tetraterpenoid biosynthetic process; GO:0016117 ~carotenoid biosynthetic process; GO:0016108~tetraterpenoid metabolic process; GO:0016116~carotenoid metabolic process carotenoid biosynthesis: | 3.77 | 0.01 | 7.58 | 0.62, 0.22, 8.72 |
| GOTERM_BP_FAT | GO:0042440~pigment metabolic process GO:0046148~pigment biosynthetic process | 3.77 | 0.01 | 6.32 | 0.84, 0.31, 15.72 |
| SP_PIR_KEYWORDS | Isoprene biosynthesis | 2.83 | 0.03 | 9.56 | 0.93, 0.59, 26.46 |
| SP_PIR_KEYWORDS | Phosphoprotein | 5.66 | 0.03 | 3.02 | 0.95, 0.52, 28.77 |
| SP_PIR_KEYWORDS | Transferase | 6.60 | 0.05 | 2.39 | 0.99, 0.59, 40.62 |
Functional annotation cluster (FAC) of genes up- or down-regulated (>2-fold change) in Luna Rossa and AVG cultivars that have a significant P value (≤0.05). Gene ontology, enrichment score, P value, fold enrichment, and statistical significance using Bonferroni, Benjamini, FDR
| Cultivar | Cluster | Gene expression | Term | Enrichment score (ES) |
| Fold enrichment | Bonferroni | Benjamini | FDR |
|---|---|---|---|---|---|---|---|---|---|
| Luna Rossa | 1 | down | GO:0009835~ripening | 1.2 | 0.05 | 6.81 | 0.96 | 0.42 | 43.03 |
| Luna Rossa | 2 | down | GO:0019748~secondary metabolic process | 1.2 | 0.01 | 7.27 | 0.43 | 0.43 | 9.08 |
| Luna Rossa | 2 | down | GO:0008610~lipid biosynthetic process | 1.2 | 0.02 | 5.59 | 0.71 | 0.46 | 18.90 |
| Luna Rossa | 2 | down | GO:0016108~tetraterpenoid metabolic process; | 1.2 | 0.02 | 10.90 | 0.71 | 0.34 | 19.34 |
| Luna Rossa | 2 | down | carotenoid biosynthesis | 1.2 | 0.02 | 10.32 | 0.78 | 0.78 | 22.38 |
| Luna Rossa | 2 | down | GO:0042440~pigment metabolic process | 1.2 | 0.03 | 9.08 | 0.84 | 0.37 | 27.02 |
| Luna Rossa | 2 | down | GO:0006720~isoprenoid metabolic process; | 1.2 | 0.04 | 7.79 | 0.92 | 0.40 | 35.03 |
| Luna Rossa | 3 | down | GO:0008610~lipid biosynthetic process | 0.8 | 0.02 | 5.59 | 0.71 | 0.46 | 18.90 |
| Luna Rossa | 4 | down | active site:Proton donor | 0.8 | 0.03 | 5.07 | 0.67 | 0.67 | 23.82 |
| AVG | 2 | up | GO:0005576~extracellular region | 0.7 | 0.04 | 3.87 | 0.48 | 0.48 | 26.08 |
| AVG | 3 | up | nucleus | 0.6 | 0.05 | 3.09 | 0.98 | 0.98 | 44.21 |
| AVG | 1 | down | GO:0019748~secondary metabolic process | 2.1 | 0.00 | 7.58 | 0.00 | 0.00 | 0.00 |
| AVG | 1 | down | transit peptide | 2.1 | 0.00 | 3.55 | 0.00 | 0.00 | 0.02 |
| AVG | 1 | down | GO:0006720~isoprenoid metabolic process; | 2.1 | 0.00 | 8.12 | 0.02 | 0.01 | 0.14 |
| AVG | 1 | down | transit peptide:Chloroplast | 2.1 | 0.00 | 3.27 | 0.03 | 0.03 | 0.34 |
| AVG | 1 | down | GO:0008610~lipid biosynthetic process | 2.1 | 0.00 | 5.10 | 0.07 | 0.02 | 0.66 |
| AVG | 1 | down | GO:0016108~tetraterpenoid metabolic process; | 2.1 | 0.01 | 7.58 | 0.62 | 0.22 | 8.72 |
| AVG | 1 | down | carotenoid biosynthesis | 2.1 | 0.01 | 7.64 | 0.53 | 0.32 | 8.44 |
| AVG | 1 | down | GO:0042440~pigment metabolic process; | 2.1 | 0.01 | 6.32 | 0.84 | 0.31 | 15.72 |
| AVG | 1 | down | Isoprene biosynthesis | 2.1 | 0.03 | 9.56 | 0.93 | 0.59 | 26.46 |
| AVG | 2 | down | transferase | 1.1 | 0.05 | 2.39 | 0.99 | 0.59 | 40.62 |
Genes down-regulated in Luna Rossa cultivar (2-fold change) recognised by DAVID and reported in functional annotation chart (FACH) on number, percentage of gene included, P value, fold enrichment (F. E.), and statistical significance Bonferroni, Benjamini, and FDR
| Category | Down-regulated (63 recognised) | % |
| Fold enrichment | Bonferroni | Benjamini | FDR | |
|---|---|---|---|---|---|---|---|---|
| GOTERM_BP_FAT | GO:0019748~secondary metabolic process: | 6.3 | 0.010 | 7.27 | 0.43 | 0.43 | 9.08 | |
| GOTERM_BP_FAT | GO:0008610~lipid biosynthetic process: | 6.3 | 0.021 | 5.59 | 0.71 | 0.46 | 18.9 | |
| GOTERM_BP_FAT | GO:0016108~tetraterpenoid metabolic process; GO:0016116~carotenoid metabolic process; GO:0016109~tetraterpenoid biosynthetic process; GO:0016117~carotenoid biosynthetic process; | 4.8 | 0.021 | 10.90 | 0.71 | 0.34 | 19.3 | |
| UP_SEQ_FEATURE | Active site: Proton donor | 6.3 | 0.030 | 5.07 | 0.67 | 0.67 | 23.8 | |
| GOTERM_BP_FAT | GO:0046148~pigment biosynthetic process; GO:0042440~pigment metabolic process: | 4.8 | 0.031 | 9.08 | 0.84 | 0.37 | 27.0 | |
| GOTERM_BP_FAT | GO:0008299~isoprenoid biosynthetic process; GO:0006721~terpenoid metabolic process GO:0006720~isoprenoid metabolic process GO:0016114~terpenoid biosynthetic process | 4.8 | 0.042 | 7.79 | 0.92 | 0.40 | 35.0 | |
Fig. 2.Expression analyses of genes putatively involved in defence. Data are means with standard deviations of ∆∆Ct between the gene of interest and elongation factor (EF) 1α as an internal control gene (n=6). SlLoxD, lipoxygenase D; SlACX, acyl-CoA oxidase 1A; SlCCoAOMT, caffeoyl-CoA O-methyltransferase; SlGAD2, glutamate decarboxylase; SlGST, glutathione-S-transferase/peroxidase; Slβ-glu, β-glucosidase. Significant differences were analysed using two-way ANOVA. Letters (a, b, c) indicate a significant difference between stages at each time point. B, T, L indicate significant differences between time points for each stage.
Fig. 3.Expression analyses of genes involved in the biosynthesis of volatile organic compounds and secondary metabolites related to flavour. Data are means with standard deviations of ∆∆Ct between the gene of interest and elongation factor (EF1-α) as an internal control gene (n=6). SlCHS, chalcone synthase; SlLoxC, lipoxygenase C; SlCCD1B, carotenoid cleavage dioxygenase 1B; SlDXS, 1-deoxy-d-xylulose-5-phosphate synthase; SlPSYm, phytoene synthase; SlADH, alcohol dehydrogenase; SlAAT, acyl alcohol transferase; SlAADC1, aromatic amino acid decarboxylase. Significant differences were analysed using two-way ANOVA. Letters (a, b, c) indicate a significant difference between stages at each time point. B, T, L indicate significant differences between time points for each stage.
Fig. 4.Biplot PCA analysis of volatiles released from sliced tomato fruit at three ripening stages comparing intact and sliced fruit. Numbers refer to compounds listed in Supplementary Information Table S7.