| Literature DB >> 31285504 |
Paco Romero1, María Teresa Lafuente1, María Jesús Rodrigo2.
Abstract
Citrus fruit ripening is a complex process involving biochemical, physiological and molecular events that differ between the flesh and the peel of the fruit. We characterized sweet orange peel maturation by means of a comparative transcriptomic analysis between Navelate orange (Citrus sinensis L. Osbeck) and its mutant fruit Pinalate, which presents a severe blockage at early steps of the carotenoid biosynthetic pathway and consequently reduced ABA levels. Peel ripening involved the decrease of the photosynthetic activity and the transmembrane transport processes, as well as the buildup of starch and cuticular waxes and the cell wall modification. In addition, a number of biotic and abiotic stress responses, including the defense response, and the response to blue light, water deprivation and abscisic acid stimulus were modulated in a ripening-stage specific manner. The regulation of energy-related processes and secondary metabolism pathways was attenuated in Pinalate, while the molecular mechanisms underlying stress responses displayed dependency on ABA levels. These results indicate that ABA is a key signal inducing stress responses along orange peel ripening, which might determine the fruit postharvest performance.Entities:
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Year: 2019 PMID: 31285504 PMCID: PMC6614452 DOI: 10.1038/s41598-019-46365-8
Source DB: PubMed Journal: Sci Rep ISSN: 2045-2322 Impact factor: 4.379
Figure 1Transcriptomic comparative analyses of Navelate and Pinalate fruit along ripening. (A) Venn diagrams showing the distribution of differentially expressed genes (DEG, SAM analysis, FDR < 0.01) for the comparisons between breaker (Bk) and full colored (FC) Navelate (N) and Pinalate (P) fruit respect to their mature green (MG) developmental stage. Inductions and repression are indicated in bold and italics, respectively. (B) Principal Component Analysis (PCA), (C) Hierarchical Cluster Analysis (HCA) and (D) Heatmap large-scale transcriptional profiles based on the 1116 DEG satisfying a P < 0.001 in an ANOVA test for all conditions represented in Venn diagrams (A). The colors in PCA for each condition are consistent with those in HCA. The three axes in PCA account for 82.1% of the total variance among genotypes and developmental stages. Heatmap colors vary from light blue (repression) to dark red (induction). Three biological replicates from each condition were used for the analyses.
Functional categorization of differentially expressed genes (FDR < 0.01) in the flavedo of Navelate (N) and Pinalate (P) fruit harvested at full colored (FC) stage with respect to mature green (MG) fruit.
| Functional Category | GO Level | GO Code | Biological Process | BkN | BkP | FCN | FCP |
|---|---|---|---|---|---|---|---|
|
| 3 | 0015979 | Photosynthesis | ↓ | ↓ | ||
| 3 | 0006950 | Response to stress | ↑ | ||||
| 3 | 0019748 | Secondary metabolic process | ↓ | ||||
| 3 | 0006949 | Syncytium formation | ↓ | ||||
| 4 | 0043283 | Biopolymer metabolic process | ↓ | ||||
| 4 | 0006629 | Lipid metabolic process | ↓ | ||||
| 4 | 0001666 | Response to hypoxia | ↑ | ||||
| 4 | 0009415 | Response to water | ↑ | ||||
| 5 | 0019684 | Photosynthesis, light reaction | ↓ | ||||
| 5 | 0005976 | Polysaccharide metabolic process | ↑ | ||||
| 5 | 0009620 | Response to fungus | ↑ | ||||
| 5 | 0009414 | Response to water deprivation | ↑ | ||||
| 6 | 0008610 | Lipid biosynthetic process | ↓ | ||||
| 7 | 0044264 | Cellular polysaccharide metabolic process | ↑ | ||||
| 7 | 0009773 | Photosynthetic electron transport in photosystem I | ↓ | ||||
| 8 | 0006073 | Glucan metabolic process | ↑ | ||||
| 8 | 0000271 | Polysaccharide biosynthetic process | ↑ | ||||
| 9 | 0009250 | Glucan biosynthetic process | ↑ | ||||
|
| 4 | 0016168 | Chlorophyll binding | ↓ | ↓ | ||
|
| 3 | 0043228 | Non-membrane-bound organelle | ↑ | |||
| 5 | 0044424 | Intracellular part | ↓ | ||||
| 6 | 0030076 | Light-harvesting complex | ↓ | ↓ | |||
| 6 | 0030529 | Ribonucleoprotein complex | ↑ | ||||
| 7 | 0043232 | Intracellular non-membrane-bound organelle | ↑ | ||||
| 8 | 0031984 | Organelle subcompartment | ↓ | ||||
| 8 | 0009579 | Thylakoid | ↓ | ↓ | |||
| 9 | 0009507 | Chloroplast | ↓ | ||||
| 9 | 0044428 | Nuclear part | ↓ | ||||
| 9 | 0044435 | Plastid part | ↓ | ||||
| 9 | 0044436 | Thylakoid part | ↓ | ↓ | |||
|
| ath00051 | Fructose and mannose metabolism | ↓ | ↓ | |||
| ath00195 | Photosynthesis | ↓ | ↓ | ||||
| ath00196 | Photosynthesis - antenna proteins | ↓ | ↓ | ||||
| ath00710 | Carbon fixation in photosynthetic organisms | ↓ | |||||
| ath00941 | Flavonoid biosynthesis | ↓ |
Arrows indicate enriched biological processes (FatiGO+, P < 0.05) induced (up) or repressed (down) into each comparison. Higher GO level indicates higher specificity.
Functional categorization for the differentially expressed genes (ANOVA test, P < 0.001) responsible for the separation of genotypes and developmental stages in the PCA and HCA analyses.
| GO Level | GO Term (Biological Processes) | GO Code |
| |
|---|---|---|---|---|
| Group 1 | Lignin Biosynthesis | |||
| 6 | Aromatic compound biosynthetic process | 0019438 | 0.0082 | |
| 6 | Cellular amino acid derivative biosynthetic process | 0042398 | 0.0070 | |
| 6 | Phenylpropanoid metabolic process | 0009698 | 0.0037 | |
| 8 | Lignin biosynthetic process | 0009809 | 0.0038 | |
| Wax Biosynthesis | ||||
| 5 | Lipid biosynthetic process | 0008610 | 0.0062 | |
| 8 | Fatty acid metabolic process | 0006631 | 0.0011 | |
| 10 | Wax biosynthetic process | 0010025 | 0.0055 | |
| Starch Biosynthesis | ||||
| 7 | Cellular polysaccharide biosynthetic process | 0033692 | 0.0068 | |
| 8 | Glucan biosynthetic process | 0009250 | 0.0013 | |
| 9 | Starch biosynthetic process | 0019252 | 0.0076 | |
| Photosynthetic Electron Transport | ||||
| 4 | Generation of precursor metabolites and energy | 0006091 | 0.0061 | |
| 7 | Photosynthetic electron transport in photosystem I | 0009773 | 0.0038 | |
| Transmembrane Transport | ||||
| 6 | Transmembrane transport | 0055085 | 0.0065 | |
| Group 2 | Stress Responses | |||
| 4 | Aging | 0007568 | 0.0013 | |
| 4 | Response to osmotic stress | 0006970 | 0.0071 | |
| 4 | Response to oxidative stress | 0006979 | 0.0013 | |
| 4 | Response to wounding | 0009611 | 0.0003 | |
| 5 | Innate immune response | 0045087 | 0.0047 | |
| 5 | Response to cold | 0009409 | 0.0000 | |
| 5 | Response to hormone stimulus | 0009725 | 0.0030 | |
| 5 | Response to water deprivation | 0009414 | 0.0001 | |
| 6 | Defense response to fungus | 0050832 | 0.0002 | |
| 6 | Response to abscisic acid stimulus | 0009737 | 0.0001 | |
| 6 | Response to blue light | 0009637 | 0.0083 | |
| 6 | Response to chitin | 0010200 | 0.0003 | |
Higher GO level indicates higher specificity.
Genes belonging to the most specific biological processes included in selected categories from Table 2.
| Citrus unigene (CFGP DB) | Homologous in | Most similar protein | Log2 (FCN/MGN) | Log2 (FCP/MGP) | Log2 (FCP/FCN) |
|---|---|---|---|---|---|
|
| |||||
|
|
| HCT (HYDROXYCINNAMOYL-COA TRANSFERASE) | 0.58 |
|
|
|
|
| C3H (CUMARATE-3-HYDROXYLASE) | 0.47 | −0.74 |
|
|
|
| CCR2 (CINNAMOYL COA REDUCTASE) |
|
| −1.03 |
|
|
| OMT1 (O-METHYLTRANSFERASE 1) |
|
| −0.56 |
|
|
| F5H (FERULIC ACID 5-HYDROXYLASE 1) |
|
| 0.69 |
|
| |||||
|
|
| LACS2 (LONG-CHAIN ACYL-COA SYNTHETASE 2) |
|
| 0.32 |
|
|
| KCS6 (3-KETOACYL-COA SYNTHASE 6) |
|
| 1.27 |
|
|
| KCS1 (3-KETOACYL-COA SYNTHASE 1) | 1.75 | −0.50 |
|
|
|
| CER1 (ECERIFERUM 1) |
|
| −0.06 |
|
| |||||
|
|
| APL4 (ADP GLUCOSE PYROPHOSPHORYLASE 4) |
| 1.11 |
|
|
|
| SBE2.1 (STARCH BRANCHING ENZYME 2.1) |
| 0.38 |
|
|
|
| SBE2.2 (STARCH BRANCHING ENZYME 2.2) |
| 0.71 |
|
|
|
| APL1 (ADP GLUCOSE PYROPHOSPHORYLASE 1) |
| 0.08 |
|
|
|
| APL2 (ADP GLUCOSE PYROPHOSPHORYLASE 2) |
| 0.09 |
|
|
| |||||
|
|
| PGRL1B (PGR5-Like B) | −0.54 |
|
|
|
|
| PSI-G (PHOTOSYSTEM I SUBUNIT G) | −1.25 |
|
|
|
|
| PSI-P (PHOTOSYSTEM I P SUBUNIT) | −1.68 |
|
|
|
|
| ATPD (ATP SYNTHASE DELTA-SUBUNIT) | −0.59 |
|
|
|
|
| PGR5 (PROTON GRADIENT REGULATION 5) | −0.58 |
|
|
|
| |||||
|
|
| MATE (MULTI-ANTIMICROBIAL EXTRUSION PROTEIN) |
| −0.57 |
|
|
|
| ABCG39 (ABCG TRANSPORTER 39) |
| 0.24 |
|
|
|
| VACUOLAR ATP SYNTHASE SUBUNIT F |
| 0.75 |
|
|
|
| VACUOLAR ATP SYNTHASE SUBUNIT H |
| −0.14 |
|
|
|
| ESL1 (PUTATIVE SUGAR TRANSPORTER 1) |
|
| −0.39 |
|
|
| ABCG32 (ABCG TRANSPORTER 32) |
|
| 0.27 |
|
|
| ESL16 (PUTATIVE SUGAR TRANSPORTER 16) | 0.95 |
|
|
|
| |||||
|
|
| IPS2 (INOSITOL-3-PHOSPHATE SYNTHASE2) |
|
| −1.15 |
|
|
| PDS (PHYTOENE DEHYDROGENASE) |
|
| −0.88 |
|
|
| PSY (PHYTOENE SYNTHASE) | −0.97 |
| −0.36 |
|
|
| AOC4 (ALLENE OXIDE CYCLASE4) | −1.14 |
| −0.48 |
|
|
| LACS2 (LONG-CHAIN ACYL-COA SYNTHETASE2) |
|
| 0.32 |
|
|
| JMT (JASMONIC ACID CARBOXYL METHYLTRANSFERASE) | −2.16 |
| 1.19 |
|
|
| TPS23 (TERPENE SYNTHASE23) | −0.05 |
| −0.92 |
|
|
| TPS21 (TERPENE SYNTHASE21) | −0.69 |
| 0.05 |
|
|
| AOS (ALLENE OXIDE SYNTHASE) | −0.27 |
| −2.07 |
|
|
| HMGS (HYDROXYMETHYLGLUTARYL-COA SYNTHASE) | −0.78 |
| −0.18 |
|
|
| TPS3 (TERPENE SYNTHASE3) | −0.16 |
| 0.23 |
|
|
| HDR (1-HYDROXY-2-METHYL-BUTENYL 4-DIPHOSPHATE REDUCTASE) | −0.16 |
| −0.31 |
|
|
| SQD2 (SULFOQUINOVOSYLDIACYLGLYCEROL2) | −1.52 |
| −0.22 |
|
|
| GGPPS1 (GERANYLGERANYL PYROPHOSPHATE SYNTHASE1) | −2.87 |
| −0.52 |
|
|
| DGD1 (DIGALACTOSYLDIACYLGLYCEROL SYNTHASE1) | −0.55 |
| −1.11 |
|
|
| LOX1 (LIPOXYGENASE1) | −0.44 |
| −0.67 |
|
|
| LOX2 (LIPOXYGENASE2) | −0.47 |
| −0.67 |
|
|
| DXS2 (1-DEOXY-D-XYLULOSE 5-PHOSPHATE SYNTHASE2) | −0.35 |
| −0.40 |
|
|
| FOU2 (FATTY ACID OXYGENATION UPREGULATED2) | −0.75 |
| −0.63 |
|
|
| KCS10 (3-KETOACYL-COA SYNTHASE10) | −1.53 |
| −0.13 |
|
|
| LOX2 (LIPOXYGENASE2) | −0.60 |
| −0.51 |
|
|
| KCS6 (3-KETOACYL-COA SYNTHASE6) |
|
| 1.27 |
|
|
| FATB (FATTY ACYL-ACP THIOESTERASES B) | −0.66 |
| −0.30 |
|
|
| SQS1 (SQUALENE SYNTHASE1) | −0.10 |
| 0.70 |
|
|
| STE1 (DELTA7 STEROL C-5 DESATURASE) | 0.14 |
| −0.21 |
Numbers in bold indicate statistically (SAM analysis, FDR < 0.01) significant inductions or repressions in the first term of the comparison.
Genes belonging to the most specific biological processes included in the ‘Stress responses’ category in Table 2.
| Citrus unigene | Homologous in | Most similar protein | Log2 (FCN/MGN) | Log2 (FCP/MGP) | Log2 (FCP/FCN) |
|---|---|---|---|---|---|
|
| |||||
| * |
| DREB2A (AP2 DNA-BINDING PROTEIN) |
| −1.05 |
|
| * |
| RD26 (RESPONSIVE TO DESICCATION 26) |
| −0.51 |
|
| * |
| STZ (SALT TOLERANCE ZINC FINGER) |
| 0.03 |
|
|
|
| SAG21 (SENESCENCE-ASSOCIATED GENE 21) |
| 0.55 |
|
|
|
| MYBR1 (MYB DOMAIN PROTEIN R1) |
|
|
|
|
|
| MBP2C (MICROTUBULE BINDING PROTEIN 2C) |
| −0.84 |
|
|
|
| RD21 (RESPONSIVE TO DEHYDRATION 21) |
| −0.05 |
|
|
|
| PP2CA (PROTEIN PHOSPHATASE 2CA) |
| 0.05 |
|
|
|
| HRB1 (HYPERSENSITIVE TO RED AND BLUE) |
| 0.22 |
|
|
|
| PGR5 (PROTON GRADIENT REGULATION 5) | −0.58 |
|
|
|
|
| CCD1 (CAROTENOID CLEAVAGE DIOXYGENASE 1) |
| −0.20 |
|
|
|
| PUTATIVE DROUGHT RESPONSIVE PROTEIN |
| 0.01 |
|
|
|
| GSTU19 (GLUTATHIONE S-TRANSFERASE TAU 19) |
| 0.39 |
|
|
|
| ABA1 (ABA DEFICIENT 1) | 0.65 | −0.74 |
|
|
|
| ERD7 (EARLY-RESPONSIVE TO DEHYDRATION 7) | −0.16 |
|
|
|
|
| AVP1 (VACUOLAR PROTON PUMP 1) |
| 0.16 |
|
|
|
| SDIR1 (SALT- AND DROUGHT-INDUCED RING FINGER1) | 0.14 |
|
|
|
| |||||
| * |
| CYP707A1 (ABA 8′-HYDROXYLASE) |
| 0.78 |
|
| * |
| RD26 (RESPONSIVE TO DESICCATION 26) |
| −0.51 |
|
| * |
| SYP121 (SYNTAXIN 121) |
| −0.30 |
|
|
|
| MYBST1 (MYB FAMILY PROTEIN) |
| −0.76 |
|
|
|
| ANNAT4 (ANNEXIN 4) | −1.20 |
|
|
|
|
| LTP4 (LIPID TRANSFER PROTEIN 4) |
| −0.87 |
|
|
|
| MYB6 (MYB FAMILY PROTEIN) |
|
|
|
|
|
| PP2CA (PROTEIN PHOSPHATASE 2CA) | 1.73 |
|
|
|
|
| MPK2 (MITOGEN-ACTIVATED PROTEIN KINASE 2) |
| 0.12 |
|
|
|
| PP2CA (PROTEIN PHOSPHATASE 2CA) |
| 0.05 |
|
| * |
| ERD14 (EARLY RESPONSE TO DEHYDRATION 14) | 0.27 |
|
|
|
|
| ERF3b (PUTATIVE ETHYLENE RESPONSIVE FACTOR 3b) | 1.08 | −0.82 |
|
| * |
| ABF4 (ABRE BINDING FACTOR 4) | 0.77 | −0.79 |
|
|
|
| MYB102 (MYB FAMILY PROTEIN) |
| 0.23 |
|
|
|
| ELF3 (EARLY FLOWERING 3) | 1.48 | 0.38 |
|
|
|
| CPK32 (CALCIUM DEPENDENT PROTEIN KINASE 32) | 0.43 |
|
|
| * |
| GBF3 (G-BOX BINDING FACTOR 3) | 0.74 | −0.71 |
|
| * |
| ATAF1 (NAC PROTEIN) |
| −0.05 |
|
|
|
| P5CS (DELTA1-PYRROLINE-5-CARBOXYLATE SYNTHASE 1) | 0.22 | −0.85 |
|
|
|
| PGL35 (PLASTOGLOBULIN 35) | 1.08 | −0.18 |
|
| * |
| ALDH3-H1 (ALDEHYDE DEHYDROGENASE 3 H1) |
| 0.39 |
|
|
| |||||
|
|
| CERK1 (CHITIN ELICITOR RECEPTOR KINASE 1) |
| 0.00 |
|
|
|
| PUB17 (PLANT U-BOX 17) |
| 0.08 |
|
|
|
| HUB1 (HISTONE MONO-UBIQUITINATION 1) |
| 0.08 |
|
|
|
| MES1 (METHYL ESTERASE 1) |
| −0.59 |
|
|
| |||||
|
|
| HRB1 (HYPERSENSITIVE TO RED AND BLUE) |
| 0.22 |
|
|
|
| LHCB2.1 (LIGHT HARVESTING COMPLEX OF PHOTOSYSTEM II 2.1) | −1.60 |
|
|
|
|
| RPT2 (ROOT PHOTOTROPISM 2) | 0.32 | −1.08 |
|
|
|
| GI (GIGANTEA) |
| −0.72 |
|
|
|
| RUBISCO SMALL CHAIN 3B |
| 0.40 |
|
|
|
| LHCB4 (LIGHT HARVESTING COMPLEX OF PHOTOSYSTEM II 4) |
|
|
|
|
|
| CRY1 (CRYPTOCHROME 1) | −0.71 |
|
|
|
|
| LHCB5 (LIGHT HARVESTING COMPLEX OF PHOTOSYSTEM II 5) | −3.31 |
|
|
Numbers in bold indicate statistically (SAM analysis, FDR < 0.01) significant inductions or repressions in the first term of the comparison. Asterisks indicate genes chosen for multiple linear regression and RT-qPCR analysis.
Figure 2Real-time qRT-PCR expression analysis for selected genes from microarray analysis. Relative transcript abundance for selected genes belonging to ‘Response to water deprivation’ (DREB2A, STZ) and ‘Response to abscisic acid stimulus’ (CYP707A1, RD26, SYP121, ERD14, ABF4, GBF3, ATAF1, ALDH3-H1) biological processes differentially regulated in Navelate (black) and Pinalate (white) fruit harvested at six ripening stages. Transcript levels for all conditions were expressed relative to MG Navelate fruit. Data are the mean values of three biological replicates ± SE. Asterisks indicate statistical differences between genotypes according to a t-test (pvalue < 0.05) for each ripening stage.
Figure 3Effect of ABA treatment on the expression of stress-responsive genes. Relative transcript abundance for selected genes belonging to ‘Response to water deprivation’ (DREB2A, STZ) and ‘Response to abscisic acid stimulus’ (CYP707A1, RD26, SYP121, ERD14, ABF4, GBF3, ATAF1, ALDH3-H1) biological processes (Table 4) in Navelate and Pinalate fruit harvested at FC stage and treated or not with ABA. Transcript levels for all conditions were expressed relative to Navelate non-treated FC fruit. Data are the mean values of three biological replicates ± SE. Different letters indicate statistical differences among conditions according to an ANOVA test (pvalue < 0.05) for each gene.