- Research article
- Open Access
Transcriptional analysis of late ripening stages of grapevine berry
BMC Plant Biology volume 11, Article number: 165 (2011)
The composition of grapevine berry at harvest is a major determinant of wine quality. Optimal oenological maturity of berries is characterized by a high sugar/acidity ratio, high anthocyanin content in the skin, and low astringency. However, harvest time is still mostly determined empirically, based on crude biochemical composition and berry tasting. In this context, it is interesting to identify genes that are expressed/repressed specifically at the late stages of ripening and which may be used as indicators of maturity.
Whole bunches and berries sorted by density were collected in vineyard on Chardonnay (white cultivar) grapevines for two consecutive years at three stages of ripening (7-days before harvest (TH-7), harvest (TH), and 10-days after harvest (TH+10)). Microvinification and sensory analysis indicate that the quality of the wines made from the whole bunches collected at TH-7, TH and TH+10 differed, TH providing the highest quality wines.
In parallel, gene expression was studied with Qiagen/Operon microarrays using two types of samples, i.e. whole bunches and berries sorted by density. Only 12 genes were consistently up- or down-regulated in whole bunches and density sorted berries for the two years studied in Chardonnay. 52 genes were differentially expressed between the TH-7 and TH samples. In order to determine whether these genes followed a similar pattern of expression during the late stages of berry ripening in a red cultivar, nine genes were selected for RT-PCR analysis with Cabernet Sauvignon grown under two different temperature regimes affecting the precocity of ripening. The expression profiles and their relationship to ripening were confirmed in Cabernet Sauvignon for seven genes, encoding a carotenoid cleavage dioxygenase, a galactinol synthase, a late embryogenesis abundant protein, a dirigent-like protein, a histidine kinase receptor, a valencene synthase and a putative S-adenosyl-L-methionine:salicylic acid carboxyl methyltransferase.
This set of up- and down-regulated genes characterize the late stages of berry ripening in the two cultivars studied, and are indirectly linked to wine quality. They might be used directly or indirectly to design immunological, biochemical or molecular tools aimed at the determination of optimal ripening in these cultivars.
Grapevine (Vitis vinifera L.) is a nonclimacteric fruit species used as table fruit, dried raisins, and for vinification (wines) and distillation (liquors). In 2007, eight million hectares of grapevines produced 31 billion bottles of wine from vineyards throughout the world. Between 2003 and 2008, global consumption of wine has increased by 6% (International Organization of Vine and Wine (OIV) statistics). The composition of the grape berry at harvest is a major determinant of wine quality. It depends on the interactions between the genotypes of the rootstock and of the variety with the global environment around the plant and the microenvironment around the berries.
Grape development is divided into three phases i.e. two growth phases separated by a lag phase . The first growth period, also called the herbaceous phase, is characterized by embryo development and cell divisions. During this phase, various solutes (malic and tartaric acids, tannins, hydroxycinnamic acids and aroma compounds) accumulate in the different tissues of the berries . All these compounds are important for wine quality. Tartaric and malic acids determine wine acidity, and hydroxycinnamic acids are precursors of phenolic volatiles. Tannins are responsible for the bitter and astringent taste of red wines.
The phase called véraison is a transition phase characterized by a change of berry skin color, from green to white or red, depending on the variety, by the beginning of berry softening, and by a sudden increase in the rate of sugar accumulation. The end of véraison coincides with the onset of maturation, which represents the second period of berry growth, mainly due to water influx and cell enlargement. The maturation phase is characterized by dramatic changes in berry composition . The concentration of some solutes (e.g. malic acid) which are accumulated during the first growth period, decline on a per-berry basis while the concentrations of other molecules (sugars, anthocyanins) strongly increase. Many aroma and flavor compounds essential for wine typicity are produced at a late stage during grapevine ripening.
Several relatively subjective definitions can be used to characterize grape berry ripeness: physiological, technological, aromatic, polyphenolic and oenological. Physiological ripeness corresponds to the time when the berry is ready to be disseminated for plant sexual reproduction and propagation. Technological maturity is the time point beyond which berries do not accumulate more sugars and do not lose any more acidity. Aromatic maturity is characterized by the optimal concentration of aroma and volatile compounds. Phenolic maturity takes into account the quantitative and qualitative evolution of the berry polyphenols in the skin (anthocyanins and tannins) and seeds (tannins).
However, none of them is really satisfactory because few biochemical markers are available, and ripeness depends on their combination and interactions. The wine growers only consider the oenological maturity in order to determine the optimal date of harvest. The oenological maturity tries to take into account and optimize all the forms of maturity previously described while preserving the desired typicity of wines. Therefore, the grapevine berries harvested at oenological maturity show a high sugar/acidity ratio, high anthocyanin content in the skin, and low astringency. However, harvest time is still mostly determined empirically, based on crude biochemical composition (sugar and acid content, and total polyphenol) and on berry tasting. It is therefore important to understand the physiological and molecular basis of grapevine berry ripening that may lead to oenological maturity.
The availability of the grapevine genome [3, 4] has boosted large-scale mRNA expression profiling studies of water and salinity stress , berry development and ripening [6–8], resistance against pathogenic fungi [9–11] or control of stilbene accumulation  using cDNA or oligonucleotide microarrays.
Several multigenic families control the biosynthesis of molecules involved in the grape berry ripening. They are mostly related to cell-wall composition, sugar and water import, organic acid metabolism and storage, and flavonoid synthesis [7, 8]. One of the major difficulties currently faced by the wine growers is the lack of accurate descriptors to predict the physiological state of berries. Even though some researchers have analyzed transcription changes during berry development and ripening [6–8], comprehensive transcript profiling has never been used to investigate the last steps of grapevine ripening in relation to wine organoleptic properties. Thus, the signaling networks involved in regulation of the last stages of berry ripening are still unknown.
The present study describes a detailed analysis of gene expression in Chardonnay berries sampled at three different stages during late ripening. Biochemical analysis of grapevine berries and gustatory appraisals of microvinifications were also made. A limited set of genes were consistently differentially expressed in Chardonnay berries whose different ripening stages resulted in different qualities of wine. The expression profiles of some of these genes were also studied and confirmed in the red cultivar Cabernet Sauvignon. The expression of these candidate genes is clearly altered during the last stages of ripening and thus may be considered as potential indicators of late ripening for both cultivars.
Results and Discussion
Characterization of Chardonnay samples
The Vitis vinifera cv. Chardonnay berry samples were harvested over the course of berry ripening from the CIVC vineyard in Champagne (France) during fall 2005 and 2006. To take into account the heterogeneity of berry ripening in a vineyard, samples were harvested both as densimetrically sorted berries (DSB) and whole bunch berries (WBB) for better comparison. Samples were collected 7-days before harvest (TH-7), at theoretical harvest (TH) and 10-days after harvest (TH+10). According to DSB, the most representative class was selected for the rest of the study and their density varied from 120 to 150 g/L NaCl (Figure 1). Berry weight, total soluble solids (°BRIX) and potential alcohol content of DSB harvested samples are given in Table 1. The evolution of the mean berry weight of the major DSB class depends on the climate of the year. Mean berry weight remained constant in 2005, whereas it increased in 2006, particularly at the TH+10 stage. According to the CIVC wine-making procedures, the technological maturity corresponded to i) berries free of disease, particularly free of gray mold (Botrytis cinerea) and powdery mildew (Uncinula necator), ii) a potential alcohol content of 10.0% vol and iii) a total acid content of 8 g H2SO4/L. In practice, a potential alcohol content higher than 9.0% vol and lower than 12.0% vol (over-ripe) or a total acid content between 6 g H2SO4/L and 9 g H2SO4/L can express a high level of the qualitative potential in Champagne wines. The combination and adjustment of the level of these thresholds to the highest quality of wines is based on sensory analysis benchmarks. The potential alcohol and the total acid contents of Chardonnay harvested samples from the CIVC vineyard during fall 2005 and 2006 ranged between 10.19 to 11.60% vol (Table 1) and 5.6 to 8.3 g H2SO4/L (Table 2) respectively. Therefore, TH-7, TH and TH+10 WBB and DSB samples corresponded to an adequate time span for the study of ripening (Tables 1 and 2).
Microvinification assays and sensory analysis
Microvinification and sensory analyses were done to assess the quality of the wine produced from the berries harvested at the TH-7, TH and TH+10 stages. These analyses were performed to determine whether wines made from the TH-7, TH and TH+10 samples could be discriminated. The overall objective of these combined analyses was to show which harvest time point is the best for producing a quality Champagne wine between the TH-7, TH and TH+10 harvest stages, and thus to associate a transcriptomic profile with the highest wine quality.
The physicochemical parameters determined on the decanted must and base wines for Chardonnay wines are given in Table 2. Similar patterns for total sugar and alcohol contents were found in 2005 and 2006 for decanted must wines derived from TH-7, TH and TH+10 samples. The same was true for the total acid contents in decanted must and base wines. During the ripening process, the sugar and alcohol contents increased in decanted must wines whereas the total acid contents decreased in decanted must and base wines. The sugar to acid ratio is not used in the Champagne area to determine the optimal harvest date, but it is commonly used as a quality index in grapevine . The changes in total sugar/total acid ratio of the Chardonnay decanted musts during grapevine berry late ripening are therefore shown in Table 2. The total sugar/total acid ratio increased during the last stages of ripening process and ranged from 24.5 to 34.5 during fall 2005 and from 20.8 to 31 during fall 2006. At the harvest stage (TH), the total sugar/total acid ratio was different between the decanted must wines derived from samples harvested during fall 2005 and 2006. They varied from 29.5 (TH-2005) to 24.6 (TH-2006). However, and if the 2005 and 2006 vintages are considered as repetitive, an average increase of 16.6% ± 1.6 of the sugar to acid ratio was observed between the TH-7 and TH musts. A similar pattern, i.e. an increase of 17.4% ± 4.2, was also noticed between the TH+10 and TH musts. Thus, a rise of 31.2% ± 2.2 was observed in the overall total sugar/total acid ratio between the TH-7 and TH+10 stages. In contrast, total SO2, tartaric and L-malic acids, total nitrogen, ammoniacal nitrogen and calcium contents in decanted must wines and potassium content in base wines showed different trends in 2005 and 2006 vintages. Among the amino acid contents, no difference and consistent evolution was noticed except for proline in decanted must wines of 2005 and 2006 vintages. Proline is not used by yeasts, but is classically high in the Chardonnay cultivar. Among all physicochemical parameters investigated in decanted must and base wines, the relative content in proline (% compared to all amino acids), the sugar, alcohol and total acid contents and consequently the sugar to acid ratio were the only parameters displaying an evolution which can be related to the late ripening progress of Chardonnay berries.
A sensory analysis was performed to distinguish the base wines elaborated with berries harvested at the TH-7, TH and TH+10 stages (Table 3). For each growing season studied, a triangular test was conducted. The data did not reveal any significant difference between the base wines elaborated with the TH-7 and TH berries of the two growing seasons. However, the same comparison between TH and TH+10 or TH-7 and TH+10 base wines indicated significant variations for each year. Sensory analysis demonstrates that wines elaborated from the TH berry samples exhibit typical sensory properties of Champagne wines (Table 3). The TH-7 and TH+10 wines display aromas that are less typical or not typical at all.
The global gene expression analysis in the different berry samples (i.e. WBB and DSB) and ripening stages provided us with a fingerprint of the grapevine late ripening transcriptome. In this way, we identified (1) genes that are temporally co-expressed, and (2) individual gene family members that are preferentially expressed in a particular berry sample or ripening stage.
Differential gene expression in Chardonnay berries during late ripening
Transcriptomic analysis was conducted with the different berry samples (i.e. WBB and DSB). Samples collected at the TH stage were compared to the TH-7 and TH+10 stages respectively in order to emphasize evolutions of gene expression around the TH stage.
Among the 14,562 investigated genes, 5 and 7 genes were consistently down-regulated or up-regulated throughout the last steps of grapevine ripening in both WBB and DSB (Figure 2; Table 4) and for the two years studied.
These genes belong to five functional categories, including aroma-, dessication- or pathogenesis-related genes and phenylpropanoid metabolism (Table 4). These putative functions were attributed on the basis of homology with grape and Arabidopsis thaliana genes. The most homologous Arabidopsis thaliana and Vitis vinifera genes of each grape oligonucleotide are also indicated in Table 4. Among the 12 genes differentially expressed throughout the last phases of grapevine ripening (TH-7, TH, TH+10), three did not have any known function.
Aroma related genes
Aroma is important for wine quality, and it is therefore interesting that one gene predicted to encode a putative carotenoid cleavage dioxygenase (CCD) was up-regulated during Chardonnay ripening (Table 4 and Figure 3). Indeed, carotenoids are apocarotenoid precursors which play a role in the production of phytohormones (i.e. abscisic acid) and some flavors and aromas. Apocarotenoids are mostly generated by the cleavage of a carotenoid molecule by enzymes of the CCD family [13–15]. Among the carotenoids, the levels of beta-carotene, lutein, flavoxanthin and neoxanthin decrease after véraison in grapevine berries . These carotenoids undergo breakdown reactions that produce C13 norisoprenoid compounds involved in the typical aromas of some grapevine cultivars  as was demonstrated with VvCCD1 . The increased transcript abundance of VvCCD4a could be related to the presence of apocarotenoids during the end of the ripening process. In grape, four CCD4 genes have been identified in silico , but none has been functionally characterized. According to Huang et al. , plants produce at least two different forms of CCD4 enzymes.
Among the CCD4 proteins already characterized for other plants, the Malus domestica and Rosa x damascena CCD4 proteins (MdCCD4 and RdCCD4) are the closest to VvCCD4a. In vivo assays analyzed by SPME-GC-MS showed that MdCCD4 and RdCCD4 cleave b-carotene to yield b-ionone . However, no cleavage products were found when MdCCD4 and RdCCD4 genes were co-expressed in E. coli strains that accumulated linear carotenoids such as cis-z-carotene or lycopene . We performed isolation and cloning of the VvCCD4a gene into pGEX expression vector. In a similar way to various CCD4s such as MdCCD4 or RdCCD4 , the co-expression of VvCCD4a gene in the strains accumulating cis-z-carotene, lycopene, b-carotene, and zeaxanthin did not cause a lack of pigmentation in these cultures (data not shown). Although some CCD4 proteins have been shown to cleave carotenoid substrates at the 9,10 and 9',10' positions, they might have different biochemical functions as they may accept different (apo)carotenoids and show various expression profiles.
A subcellular localization study of VvCCD4a protein revealed the chloroplast localization of the VvCCD4a enzyme (data not shown). This is in agreement with the deduced amino acid sequences of all CCD4 proteins, including VvCCD4a, which contain a plastid-targeting transit peptide at the N-terminus . Furthermore, the Crocus sativus and Arabidopsis CCD4s, have been shown to reside in plastids, where their substrates are localized, suggesting a direct involvement in volatile formation . Altogether, this suggests a potential role for VvCCD4a in berry color, flavor and aroma during late ripening of Chardonnay berries.
Two genes called VvPAL1 and VvPAL2 encoding phenylalanine ammonia-lyase (PAL; EC 22.214.171.124) were up-regulated throughout the last periods of Chardonnay ripening (Table 4). PAL catalyzes the first step in the phenylpropanoid pathway by removing the NH3 radical from L-Phe to produce trans-cinnamic acid and other phenolic compounds. In grapevine berry, PAL is located in epidermal cells as well as in the seeds [reviewed in ]. PAL activity within the grapevine skin is maximal at the first stages of development, and decreases up to véraison. In colored grapevines, PAL activity in the skin shows a second peak after véraison [reviewed in ]. There is a close relationship between its activity and the color intensity of colored grapevines . No PAL isoenzyme is detected in the skin of non-colored berries such as Chardonnay during the late ripening , nor is there any PAL transcript present . Thus, PAL activity seems to play an essential role in anthocyanin accumulation only in colored grapevine berries. To date, the putative functions of VvPAL1 and VvPAL2 in ripening of white grapevine berries are still unknown. In Arabidopsis thaliana, AtPAL1 and AtPAL2 are related to the lignification process . AtPAL1 and AtPAL2 are responsive to environmental factors like nitrogen depletion or pathogens . Such roles can also be hypothesized for VvPAL1 and VvPAL2.
Response to dessication
Galactinol synthase (GolS; EC 126.96.36.199) is a member of the glycosyl transferase family 8 (GT8)  and catalyzes the first committed step in the biosynthesis pathway of raffinose family oligosaccharides (RFOs). GolS synthesizes galactinol, which serves as a donor to form soluble galactosyl-Suc carbohydrates. Accumulation of RFOs is usually associated with abiotic stress such as cold, heat or dehydration . At the protein level, VvGolS (GSVIVP00019670001; Table 4) exhibited 69% identity/78% similarity with Arabidopsis GolS1. AtGolS1 transcripts were detected during seed maturation and may be implicated in seed osmoprotection . However, RFOs also constitute a significant component of phloem-transported sugars in some plants .
Two genes encoding late embryogenesis abundant proteins (LEA) were also down-regulated during the last stages of grape ripening (Table 4). LEA expression could be related to the acquisition of dessication tolerance in seeds; but many LEA proteins are induced by cold, osmotic stress or exogenous abscisic acid, or can even be expressed constitutively .
PR proteins are induced in response to several pathogen agents (bacteria, viruses and fungi) during the hypersensitive response (HR) and systemic acquired resistance (SAR) . The PR proteins form a heterogeneous family including 17 groups (PR-1 to PR-17) distinguished on the basis of structural homologies [32, 33]. However, the biological and biochemical functions of these proteins during the defense reactions and developmental processes are still unclear.
The pathogenesis-related proteins (PR) comprise the vast majority of wine proteins and adversely affect the clarity and stability of wines . The expression of one gene encoding a PR-10 protein was up-regulated during the later stages of grapevine ripening, and especially at the TH+10 stage (Table 4). In general, PR-10 proteins exhibit allergenic, anti-fungal and ribonuclease activities. Robert et al.  emphasized the accumulation of PR-10 proteins in grapevine after Pseudomonas syringae infection, which was ascribed to HR. Up-regulation of PR-10 expression may be due to attacks of Botrytis cinerea which occurred in Champagne vineyards during the last stages of ripening in 2005 and 2006.
In addition, one gene encoding a putative dirigent-like protein (DIR-like) was up-regulated during the berry late ripening (Table 4). This gene displays sequence homology to members of the DIR-b subfamily i.e. PDIR3, PDIR7 and PDIR20 of Picea glauca × engelmanni, Picea glauca and Picea sitchensis respectively . The ability of DIR proteins to direct the stereoselective formation of lignans has been previously demonstrated with in vitro assays for several members of the DIR-a subfamily from Forsythia intermedia . However, the biochemical functions for the members of DIR-b, DIR-c, DIR-d and DIR-e subfamilies are not known so that the members of these subfamilies are referred to as DIR-like. In Sitka spruce trees, the expression of several DIR genes was altered by biotic and abiotic stresses, suggesting their implication in plant defense .
In the present study, only one gene (FJ822975, termed as VvCyt1) encoding a cytokinin histidine-kinase receptor, related to hormone metabolism and regulation of berry development and ripening, was down-regulated throughout the last steps of ripening (Table 4). The ARABIDOPSIS HISTIDINE KINASE 2 (AHK2) gene is the closest homologue to VvCyt1. Cytokinins regulate the development of vascular bundles in inflorescence stems of Arabidopsis thaliana via the AHK2 signaling pathway . Cytokinin activity is significant during the early stages of grapevine berry development but decreases later on during ripening . To date, the putative functions of VvCyt1 during the grapevine berry ripening remain to be clarified.
In summary, a total of 12 genes have been shown to be consistently regulated throughout the last steps of the ripening process and can be considered as new indicators of late ripening in Chardonnay. With regard to the five down-regulated genes, an average down-regulation of 2-fold was observed between the TH and TH-7 samples and also between the TH+10 and TH ones. Similarly, an average up-regulation of 3.4-fold and 2.6-fold was observed in the TH versus TH-7 and in TH+10 versus TH samples respectively. These average expression ratios could be related not only to the increase of the sugar to acid ratio (Table 2) throughout the last steps of grapevine ripening but also to the sensory analysis performed (Table 3). The formation of flavors in the ripening grape berry results from the balance of the sugar to acid ratio as well as synthesis of flavor and aromatic compounds . The present study links the sugar to acid ratio, the sensory characteristics and the expression profiles of some specific genes.
TH versus TH-7 differential gene expression in Chardonnay berries
This comparison allows genes that are differentially expressed just before technological maturity to be identified. Among the genes expressed at the TH-7 and TH stages in WBB and DSB, 52 genes were differentially regulated in TH versus TH-7 berries. In addition to the 12 previously mentioned as up- or down-regulated throughout all the stages of ripening process, 20 more genes associated to a putative function were differentially expressed in TH versus TH-7 WBB and DSB samples (Table 5). Genes representing hypothetical proteins of unknown function are shown in Additional file 1 (Table S1).
Cell wall-related genes
Fruit development and ripening involve the action of a complex set of enzymes and proteins associated with the disassembly of primary cell wall and reduction in cell-cell adhesion . The expansins, xyloglucan endotransglycosylases/hydrolases and galacturonosyltransferases belong to this set of enzymes.
The expansins are able to plasticize the cellulose-hemicellulose network of plant cell wall. In the literature, three putative EXP genes, Vlexp1, Vlexp2, and Vlexp3 have been isolated from Kyoho grape (Vitis labrusca x Vitis vinifera) berries and their expression was monitored at nine stages of berry development . Vlexp1 is the closest homologue to the grapevine EXPA gene (GSVIVT01007987001), which is differentially expressed between the TH-7 and TH stages (Table 5). Vlexp1 expression increased with berry development up to the half-colored stage and then decreased during the later stages of maturation . In strawberry, FaEXPA4 (DQ183068) is the closest homologue of VvEXPA. At the protein level, VvEXPA (Table 5) exhibited 79% identity/88% similarity with FaEXPA4. FaEXP4 mRNA is strongly expressed throughout fruit development and ripening, and exhibits a slight decrease at the end of maturity in Selva fruits, the firmest cultivar considered in the study of Dotto et al. . This suggests that VvEXPA could be associated with the cell expansion and grapevine berry ripening (Table 5).
Changes in the pectin matrix are regarded as an important factor that affects the cell wall structure during the fruit ripening and senescence . α-(1,4)-Galacturonosyltransferases catalyze the addition of (1,4)-linked α-D-galacturonosyl residues onto the nonreducing end of homogalacturonan chains . One gene encoding such a putative galacturonosyltransferase was down-regulated at the TH stage in comparison with the TH-7 one.
Xyloglucan is the principal hemicellulose component in the primary cell walls of non-graminaceous plants, and accounts for 10% of the cell wall composition in grapevine berries . During the fruit ripening process, xyloglucan degradation is the terminal cell wall degradation that occurs . Xyloglucan endotransglycosylases/hydrolases (XTH) are involved in splitting and/or reconnecting xyloglucan cross-links in a new position, and their action helps satisfy the contradictory needs of growing and/or differentiating tissues . Nunan et al. , Deluc et al.  and Glissant et al.  have already reported the involvement of a few XTH genes during the grapevine berry development. However, none of them corresponds to the four XTH (XM_002274118, XM_002274791, XM_002262725 and XM_002274516), which are down-regulated between TH-7 and TH stages (Table 5). The four XTH are closely related to the tomato LeXTH3 or SiXTH3  (XM_002274118, XM_002274791), litchi LcXET3  (XM_002262725) and Charentais melon CmXTH3  (XM_002274516) genes respectively. The expression profiles of these genes suggest their involvement in the depolymerization of xyloglucan fraction in relation to fruit softening.
While the enzymatic basis of this process has not been established, cell wall-modifying proteins have been suggested to play a synergistic role in the restructuring of the cellulose-xyloglucan-pectin network during the fruit ripening .
Plant defense proteins
Another PR-10 gene is up-regulated during the grapevine ripening, especially between TH-7 and TH stages. Among the stress-related genes, one gene homologous to a miraculin-like protein is also down-regulated (Table 5). A miraculin is a plant protein purified from extracts of "miracle fruit" berries (Synsepalum dulcificum) which is able to modify a sour taste into a sweet taste . In Citrus and Poncirus trifoliata, a miraculin homologue is down-regulated by cold stress (which reduces water availability) . In coffee, Coffea miraculin (CoMir) expression was prominent during the early stages of fruit development and then repressed throughout fruit maturation . Like the up-regulation of VvGolS (see above), the down-regulation of the grapevine miraculin-like gene may be a response to a decrease of water availability.
Among these compounds, inorganic sulfate is acquired from the soil as a major source of sulfur nutrient in higher plants. The long distance transport of sulfur is in part mediated by phloem translocation of sulfate or sulfur-containing metabolites, such as glutathione and S-methyl-Met . A member of the group 3 sulfate transporters (XM_002279177) is down-regulated at the TH stage compared to TH-7 (Table 5). The expression of group 3 sulfate transporters is not affected by the sulfate status of the plant . The role of such a transporter in grapevine berry ripening is still unknown although three others group 3 sulfate transporters were already identified as differentially expressed in tissues of grapevine berry .
Two genes encoding a basic leucine zipper (bZIP) and a TCP transcription factors exhibited lower expression at the TH stage compared with the TH-7 one (Table 5). Although the Teosinte Branched1, Cycloidea and PCF (TCP) domain protein families, which belong to the family of bHLH-type transcription factors, are thought to be key regulators of morphological traits , no data are available about the involvement of such a transcription factor in the regulation of fruit ripening.
TH+10 versus TH differential gene expression in Chardonnay berries
Among the genes expressed at the TH+10 and TH stages in WBB and DSB, 53 genes were differentially expressed in TH+10 versus TH berries. In addition to the 12 previously mentioned as up- or down-regulated during all the end of the ripening process, 24 other genes associated to a putative function were differentially expressed in TH+10 versus TH WBB and DSB samples (Table 6). Among the 53 genes differentially expressed in TH+10 versus TH berries, some of them did not have any known function and they are shown in Additional file 2 (Table S2).
Aroma and flavor related genes
Several flavor and aroma compounds, such as pyrazines, terpenes or shikimic acid derivatives, are responsible for the character of wines and contribute to their quality [60, 61]. Among them, the terpenoid volatiles which derive from isoprene units are crucial for the fruity and floral aromas and flavors of wine. Furthermore, the higher terpenes may also be responsible for the diesel or fuel off-flavors of wines. During Chardonnay berry ripening, the transcript abundance of the (+)-valencene synthase (VvValCS; FJ696653/AY561843) gene, encoding an enzyme involved in sesquiterpene biosynthesis, increased significantly in the TH+10 berries compared with the TH samples (WBB and DSB) (Table 6). The VvValCS expression pattern was validated by qRT-PCR (Figure 4). The increased transcript abundance of the VvValCS gene is likely an indicator for the synthesis of some aroma-related compounds at the latest stages of the ripening process. Deluc et al.  investigated the expression profile of the VvValCS gene during grapevine berry development under normal and water stress culture conditions in Chardonnay and Cabernet Sauvignon cultivars. At the end of ripening, the VvValCS transcript profile found in Chardonnay was similar to our result. Lücker et al.  also demonstrated the importance of VvValCS transcript in the production of terpenoid compounds during the late ripening stages of Gewürztraminer cultivar. Thus, VvValCS may play a key role in flavor and aroma volatile production of at least two aromatic white grapevine cultivars; and this independently of climatic conditions and vintages.
Five genes related to pathogen attack responses were identified as differentially expressed between TH+10 and TH phases (Table 6). Among them, the genes encoding two PR-1 (AJ536326, XM_002274239), a b-1,3-glucanase (PR-2; AF239617) and a thaumatin-like protein (PR-5; XM_002282994) displayed similar transcript profiles and were up-regulated at the TH+10 stage (versus the TH period). A putative leucine-rich repeat (LRR; XM_002263817) gene was down-regulated.
In grapevine berry, some PR genes are expressed at a constitutive level throughout berry development whereas others are only induced at the véraison stage, for example some of grape ripening-induced proteins (GRIP) . Among the PR proteins, the subfamily PR-1 is comprised of low-molecular-weight proteins of unknown biochemical function, but may be involved in the response to environmental stresses .
The transcript level of a b-1,3-glucanase (AF239617) was up-regulated at the TH+10 stage compared with the TH samples. The b-1,3-glucanases represent one of the most investigated families of PR proteins in grapevine [55, 65, 66]. Thus, isozymes of glycosyl hydrolase family 17 hydrolyze b-1,3-glucan polysaccharides found in the cell wall matrix of plants and fungi, enabling these plant enzymes to fulfill diverse biological functions in plant defense and plant development. In grapevine, the b-1,3-glucanases are usually associated with the response and defense to pathogen attacks. According to Roy Choudhury et al. , b-1,3-glucanases also play a role in fruit ripening and/or softening. During grape berry development and in post-harvest, the presence of abundant active PR proteins in Cabernet Sauvignon berry skins, especially b-1,3-glucanases, is not sufficient to protect berries from pathogen infection . Moreover, the abundance of b-1,3-glucanase proteins in the berry proteome is not well correlated with enzymatic activity . In the present experiments, although several berries of harvested bunches were damaged by pathogens, especially by Botrytis cinerea, all berries selected for RNA extractions were healthy. It is not possible to conclude unequivocally on whether this b-1,3-glucanase plays a role during the late stage of fruit ripening or in defense against pathogens.
In grapevine, several thaumatin-like or osmotin-like proteins (PR-5 proteins) were identified [68, 69] and their powerful anti-fungal activity was established in vitro. The thaumatin-like protein (XM_002282994) up-regulated at the TH+10 stage may be involved in antifungal response and/or to osmotic adjustment.
In plants, the LRR proteins mediate protein-protein interaction and participate in many biologically important processes, such as hormone-receptor interactions, trafficking, plant development or organ differentiation . Furthermore, the involvement of LRR proteins is essential in plant defense and resistance to diseases or pathogen attacks [70, 71]. It can be hypothesized that genes encoding LRR proteins are induced or up-regulated at the onset of pathogen infections. LRR proteins may play a role in the signal transduction cascades which up-regulate PR genes. The down-regulation of one LRR, observed at the TH+10 stage versus the TH one, could be related to a negative feedback.
The expression of three genes encoding heat shock proteins (HSP) (XM_002281184, XM_002281358, XM_002281318) is down-regulated at the TH+10 stage (Table 6). They are members of class I smHSPs (small HSP) and share 95% identity. In plants, the smHSPs are induced upon stress and plant tolerance to stress, including drought, salinity or low temperatures [reviewed in 72]. It was suggested that besides their function during the stress response, smHSPs are involved in specific biological processes of plant development. In addition to protecting photosystem II from a temperature-dependent oxidative stress, the tomato smHSP21 also promotes color changes during fruit maturation . The three grapevine smHSP down-regulated during the last phase of maturation are closely related to the strawberry smHSP njjs4 (U63631) gene , whose transcripts are accumulated in fruits (receptacle), but not in roots, flowers and leaves . The njjs4 gene expression is not only organ-specific but also stage-specific. Its expression profile suggests that njjs4 smHSP plays an important function in fruit development, especially during the early fruit ripening process. A similar role can be hypothesized for the grapevine berry smHSP XM_002281184, XM_002281358 and XM_002281318.
Growth and development-related genes
Among the genes with up-regulated expression between TH+10 and TH stages, the presence of the VvTFL1C and Rapid ALkalinization Factor-like (RALF-like) genes, potentially involved in plant development, can be highlighted (Table 6).
The FLOWERING LOCUS T/TERMINAL FLOWER 1 (FT/TFL1) gene family encodes proteins with similarity to phosphatidylethanolamine binding proteins which function as flowering promoters and repressors . The FT and TFL1 proteins display opposite functional roles. VvFT transcript is mainly expressed in inflorescences and berries; its role in promoting flowering has been demonstrated, but its role in fruit development remains unclear . Carmona et al.  have investigated the gene expression patterns of FT/TFL1 gene family in grapevine. The VvTFL1C transcript level is in agreement with a role of this gene in vegetative development and maintenance of meristem indetermination. Moreover, VvTFL1C mRNA is weakly detected during the phase III of berry development corresponding to the maturation period. However, the role and especially the up-regulation of this gene at the TH+10 stage remains to be understood.
The Rapid ALkalinization Factor (RALF) proteins are small peptides which were initially associated with plant wound or defense responses. However, recent studies show the inability of RALF genes to be induced by pathogens or stress elicitors and suggest that RALF could play other roles in planta . The characterization of RALF-like genes from Solanum chacoense supports the view of a developmental role for this multigenic family in plants . The ScRALF3 gene from Solanum chacoense is the most homologous sequence to the grapevine RALF-like gene (XM_002282632). The ScRALF3 gene appeared to be expressed almost exclusively in ovary tissues and fruits where its transcripts became less abundant during fruit maturation. The expression profile of ScRALF3 is consistent with the grapevine RALF-like one.
Cell wall-modifying enzymes
Cell wall disassembly and modifications to the pectin fraction are some of the most apparent changes that occur in the cell wall during the ripening process . During grapevine berry ripening, the progressive depolymerisation of cell wall pectin structure occurs through the action of polysaccharide hydrolases including polygalacturonases (PG). PG, an important pectolytic glycanase, is the primary enzyme playing a significant role in pectin dissolution in vivo. In the skin of developing grapevine berries, VvPG1 transcripts levels correlate with berry softening, and VvPG1 and VvPG2 transcript levels increase during the skin ripening . Table 6 reveals shows that a gene (XM_002278894) encoding a putative PG-like protein is up-regulated. To date, data available about the contribution of PG-like proteins during the last steps of fruit ripening process are scarce.
Among the cell wall-modifying enzymes, the pectate lyases (PL, EC 188.8.131.52) also possess a pectinolytic activity. They catalyze the eliminative cleavage of de-esterified pectin and generate oligosaccharides with unsaturated galacturonosyl residues.
Various studies related to biochemical and physiological changes occurring during the softening and ripening of climacteric (mango ) and non-climacteric fruits (grape , strawberry ), suspected a role for pectate lyases in pectin degradation throughout pulp softening and fruit ripening. During Chardonnay ripening, the grapevine VvPL1 gene (AY043234) is significantly down-regulated at the TH+10 stage compared to the harvest phase. Nunan et al.  previously showed a similar expression pattern in Muscat Gordo Blanco ripening berries. A high level of VvPL1 mRNA was present during the maturation process, particularly at the véraison, followed by a progressive decrease of VvPL1 transcript level until over-maturation phase . Furthermore, the VvPL1 gene is homologous to the mango MiPel (AY987389)  and strawberry plC (AF339025)  genes. The onset of mango softening and ripening is closely related to an increase in the MiPel PL gene expression, PL activity and pectin solubilization . Taken together, these data suggest a crucial role of VvPL1 gene during the berry ripening of white grapevine cultivars.
Hormone metabolism and regulation
Among the hormone-related genes, only two genes associated with auxin and gibberellic acid metabolism and signaling were differentially expressed between the TH+10 and TH harvest stages, i.e. an auxin-responsive gene and a gibberellin 2-oxidase 1 gene (Table 6).
Auxins are known to mediate the onset of berry development in grapevine [2, 81]. Moreover, indole-3-acetic acid (IAA) content reaches its maximal level just after anthesis and then declines to very low levels in the ripe fruit [2, 82]. Two auxin-responsive genes (XM_002284085, XM_002279919) homologous to the cotton Gbiaa-re, which is a member of plant AUX/IAA gene family  were identified. It can be hypothesized that these grapevine auxin-response proteins act as activators or repressors of genes mediating the various auxin responses. In cotton, Gbiaa-re exhibits conserved integrated domains of the "AUX_IAA, AUX/IAA family" and the expression of Gbiaa-re gene is inducible by IAA . Yang et al.  highlighted the putative function of this gene, which was considered as a transcription factor, during cell wall regeneration in cotton protoplasts. Surprisingly, the two grapevine auxin-responsive genes are up-regulated at the TH+10 stage compared with the TH stage, whereas IAA content is very low at the end of berry ripening .
One GA 2-oxidase gene involved in GA biosynthesis is down-regulated in berries harvested at the TH+10 stage compared with the berries harvested 10 days before (Table 6). In the literature, it was hypothesized that the GA 2-oxidase oxidizes the precursors of bioactive GAs and plays a key role in determining or regulating the amounts of active GAs in plants . The characterization of a grapevine gibberellic acid (GA) dwarf mutant, provided genetic evidence that GAs inhibit the flowering in grapevine . However, its function in berry ripening remains to be tested.
Transporters and trafficking
Two distinct primary proton pumps, the H+-transporting adenosine triphosphatase (V-ATPase) and H+-translocating inorganic pyrophosphatase (V-PPase) are localized in the plant vacuolar membrane. Their activity creates a proton electromotive force allowing the secondary active transport of inorganic ions, sugars and organic acids. In grape, Terrier et al.  and Venter et al.  already identified and characterized two isoforms of the V-PPase gene named VVPP1 and vpp2 respectively. During the grapevine berry ripening, the V-PPase activity apparently increases in parallel with the transcript levels of vpp2 and VVPP1 [87, 88]. The expression pattern of Vpp2 is also modulated by abiotic stresses such as cold . In the present study, the transcript level of vpp2 gene is down-regulated in Chardonnay cultivar at the TH+10 stage in comparison with the theoretical harvest stage (TH) (Table 6). This result could be in agreement with a potential reduced V-PPase activity 10-days after theoretical harvest date (TH+10).
In our experiments, a similar expression pattern was shown for the aquaporin TIP1;2 (DQ834702) gene, encoding a water channel protein. This confirms and extends earlier data showing that the expression of VvTIP1;2 is down-regulated during Cabernet Sauvignon berry ripening . As suggested by Tyerman et al. , aquaporins might also play a role in the regulation of berry hydraulic conductance, especially between véraison and harvest when a drastic reduction of berry hydraulic conductance occurs.
In summary, the pattern of all the genes differentially expressed between the TH and TH-7 stages and between the TH+10 and TH stages can be considered as an indicator of the optimal harvest date for the Chardonnay cultivar. Taken together, these genes constitute a set of potential ripening indicators distinguishing the optimal harvest date from under-maturation and over-maturation phases.
It is noteworthy that among the differentially expressed genes, only two transcription factors (a bZIP (XM_002285275) and a TCP (XM_002272192), Table 5) were found, and were down-regulated between the TH and TH-7 stages. The other genes encoded for enzymes or structural proteins. This suggests that no major reprogramming of transcription patterns occurs at the end of the ripening.
Unfortunately, these expression profiles cannot be compared and validated to the other large-scale expression profiling studies performed to analyze transcription changes during berry development and ripening [6–8]. Indeed, the TH-7, TH and TH+10 steps of berry ripening have never been used together to investigate the last stages of grapevine ripening. Moreover, the intervals used here between two sampling times (seven to ten days) are much shorter than those used in previous studies [6–8].
Is there an indicator of ripening status spreading during Chardonnay berry ripening?
At the TH stage in comparison with the TH-7 stage, the transcript level of the gene encoding a putative S-adenosyl-L-methionine:salicylic acid carboxyl methyltransferase (VvSAMT, XM_002262640) is down-regulated in DSB corresponding to the most representative density of a given harvest date (Table 7). The same gene is down-regulated only at the TH+10 stage in comparison with the theoretical harvest stage (TH) in WBB (Table 7). Down-regulation of VvSAMT is thus detected earlier in DSB than in WBB. It can be hypothesized that this gene is an early indicator forecasting bunch ripening. A SAMT enzyme is responsible for the formation of methyl salicylate which is part of secondary metabolites and especially of volatile methyl esters . Methyl salicylate belongs to plant fragrant compounds and contributes to floral scent and flavor ingredients found in fruits. Methyl salicylate, and as a consequence SAMT are also thought to play a role in inter- and intraplant communications during the plant defense against pathogen infections. These functions of the SAMT multigenic family were assigned following detailed biochemical testing [90, 91]. Our data characterize the first association of a SAMT gene with the last phase of berry ripening. In Chardonnay, the specific expression pattern observed may be more related to a slowing down of flavor compound synthesis/accumulation than an involvement of this VvSAMT gene in response to biotic stress. Although some bunches suffered pathogen attacks in the vineyard at the TH+10, the samples used for microarray analysis were selected free of pathogens.
Validation of some Chardonnay ripening indicators within another cultivar
It is interesting and important to determine whether the genes which are consistently affected during the late stages of Chardonnay (white cultivar) ripening in Champagne vineyard (France) are also affected for a red variety grown under completely different conditions. To this end, the expression profiles of those genes were studied in Cabernet Sauvignon (red cultivar) grown in control chambers. In controlled rooms, Cabernet Sauvignon rooted cuttings were subjected to two kinds of temperature regimes either 30°C days and 25°C nights (high temperature regime) or 20°C days and 15°C nights (low temperature regime). Three parameters of the progression of berry development and ripening i.e. berry volume, percentage of colored berries and total soluble solids (°BRIX) were investigated.
The volume of Cabernet Sauvignon berries followed a typical double sigmoidal growth curve, characteristic of the grape berry development , whatever the temperature regime (Figure 5A). However, results observed for berry volume, percentage of colored berries and total soluble solids indicated a precocity of véraison and maturation with high temperature regime instead of low temperature one.
The volume of berries subjected to the high temperature regime (Figure 5A) increased during the first 6 weeks of development to approximately 450 mm3, followed by a lag phase in the berry expansion until 9 weeks post-flowering, after which the volume began to increase again. The volume of this kind of berries peaked at week 11 (approximately 750 mm3) and then decreased to a final value of 650 mm3 at harvest. The berries subjected to 20°C days and 15°C nights began the véraison lag phase more than two weeks after berries subjected to 30°C days and 25°C nights and their berry volume peaked at 16 weeks post-flowering to approximately 500 mm3. So an increase of 10°C during days and nights influences not only the precocity of véraison and maturation but also berry growth.
The onset of ripening in red grapes is indicated by an increase in softness, sugar content, berry size, and also by the development of skin color. In the current experiments, the coloration of berries exposed to high temperature regime began four weeks (7 weeks post-flowering) before the berries subjected to 20°C days and 15°C nights (11 weeks post-flowering) (Figure 5B). For high temperature berries, only two weeks were necessary to obtain 95 percent colored berries instead of four weeks for low temperature Cabernet Sauvignon berries.
Similarly, total soluble solids (measured as °BRIX) of high temperature berries began to increase 8 weeks post-flowering and continued to increase, reaching a value of 24°BRIX 17 weeks post-flowering (Figure 5C). As previously evidenced for the berry volume and percentage of colored berries, the total soluble solids of berries exposed to the low temperature regime only began to increase four weeks after the berries grown under the high temperature regime and attained a maximal value of 22°BRIX 19 weeks post-flowering (Figure 5C). From the data, véraison is considered to occur between 7 and 8 weeks post-flowering for berries subjected to 30°C days and 25°C nights, and between 10 and 11 weeks post-flowering for berries exposed to 20°C days and 15°C nights.
Taken together the combination of these observations implies that a higher temperature substantially hastened berry development, ripening and consequently maturation. This is in general agreement with existing knowledge on the influence of temperature on grapevine berry development especially on ripening process .
Gene expression analysis was performed on Cabernet Sauvignon berries harvested from 7 to 19 weeks post-flowering i.e. from véraison of 30°C days and 25°C nights berries to harvest of berries exposed to 20°C days and 15°C nights. The expression profiles of nine candidate genes of Chardonnay late ripening were quantified and analyzed: VvCCD4a, VvPAL2, VvGolS, VvLEA1, VvDIR-like, VvHKR, miraculin-like gene (XM_002266394), VvValCS and VvSAMT. Among them, four genes, VvCCD4a, VvPAL2 and VvDIR-like, were up-regulated throughout the last phases of Chardonnay ripening (TH-7, TH, TH+10). Similarly VvGolS, VvLEA1 and VvHKR were down-regulated throughout the same last phases of Chardonnay ripening. The miraculin-like gene was down-regulated in TH versus TH-7 berries and VvValCS was a member of the 53 genes differentially regulated in TH+10 versus TH berries.
First of all the general aspects of expression profiles of seven of the nine genes investigated are similar in all culture conditions investigated, vineyard or controlled environment rooms, and whatever grapevine cultivars considered, Chardonnay (white cultivar) or Cabernet Sauvignon (red cultivar).
Throughout the late ripening phase of Cabernet Sauvignon berries, VvCCD4a and VvDIR-like expression profiles evolved differently depending on the temperature regime (Figures 6A and 6E). A 20°C days and 15°C nights regime induced an up-regulation of VvCCD4a and VvDIR-like from véraison to harvest (as evidenced above during the last stages of Chardonnay ripening). Conversely, a 30°C days and 25°C nights regime generated an up-regulation of VvCCD4a and VvDIR-like from véraison until 13 weeks post-flowering, equivalent to 22°BRIX, and then a down-regulation until harvest.
The expression profiles of VvGolS, VvLEA1 and VvHKR during ripening phase is similar between Chardonnay berries harvested from a vineyard and Cabernet Sauvignon berries subjected to a 20°C days and 15°C nights temperature regime (Table 4 and Figures 6C, 6D and 6F). In both experiments, a down-regulation of VvGolS, VvLEA1 and VvHKR expression profiles was evidenced. A down-regulation of VvGolS, VvLEA1 and VvHKR was also shown in Cabernet Sauvignon berries exposed to 30°C days and 25°C nights from 9 to 17 weeks post-flowering (Figures 6C, 6D and 6F).
Among the nine genes investigated, the VvPAL2 differs from the others because its expression profile showed no similar variation throughout the last steps of Chardonnay and Cabernet Sauvignon ripening (Table 4 and Figure 6B). VvPAL2 may not behave the same between Cabernet Sauvignon and Chardonnay berries as it may be influenced by anthocyanin production in the Cabernet Sauvignon berries compared to the Chardonnay ones.
Similarly, the miraculin-like gene can be distinguished from the others because throughout ripening the expression profile of this gene is completely the opposite between Chardonnay and Cabernet Sauvignon berries (data not shown). This gene behaves differently depending on the cultivar and may only be viewed as a cultivar-specific indicator of ripening as VvPAL2.
In Cabernet Sauvignon, VvValCS was only expressed during the last two weeks of the ripening phase (Figure 6G) and an up-regulation was noticed in all temperature regimes investigated (as evidenced in Chardonnay samples).
Similarly, the VvSAMT gene was down-regulated throughout the maturation phase of the grapevine berry development from véraison to harvest date, in all temperature regimes investigated, and particularly during the last steps of ripening (Figure 6H).
To conclude, seven ripening indicators i.e. VvCCD4a, VvGolS, VvLEA1, VvDIR-like, VvHKR, VvValCS and VvSAMT evidenced from the experiments performed on Chardonnay berries could also be considered as late ripening indicators of Cabernet Sauvignon, and were thus validated for a major white and a major red grapevine cultivar. Some of them have their expression profiles influenced by temperature such as VvCCD4a, VvDIR-like and to a lesser extent VvLEA1 while the temperature regime has no impact on VvGolS, VvHKR, VvValCS and VvSAMT expression profiles even if precocity of fruit maturation was noticed with berries exposed to the higher temperature regime.
The trends of Chardonnay and Cabernet Sauvignon are similar despite their different growth conditions and their different genetic background and despite the fact that the timing of the sampling is somewhat different between the sample sets. This shows the robustness of the gene expression patterns. The Cabernet Sauvignon series grown at the higher temperature reached a more mature final stage of development than the other series but this does not invalidate the trends observed for the earlier, and comparable, period of development.
In the context of climatic changes which alters grapevine physiology, berry growth ripening and content, the identification of genes linked to the late stages of grapevine ripening is important.
The last steps of grapevine ripening involve a correlative differential expression of numerous genes. However, based on the comparison of whole bunches vs densimetrically sorted berries, of two vintages, and of two cultivars (white and red) grown either in vineyard or greenhouse conditions, only a limited set of the tested genes (VvCCD4a, VvGolS, VvLEA1, VvDIR-like, VvHKR, VvValCS or VvSAMT) showed a consistent expression pattern. They might be used directly or indirectly as potential indicators of adequate ripening for optimal wine quality.
Direct use of gene expression profiling is already used commercially to monitor pear and apple ripening, and the physiological status of ornamental and forest species (http://www.nsure.eu). Indirect assays of the proteins coded by these genes by specific antisera, or of the metabolites synthesized by these proteins (CCD4, GolS, ValCS, SAMT) may also be envisaged. Each of these methods has potential technical limitations. For example, the antisera must be specific, sensitive, and the protein targeted must be abundant enough. Metabolite assays rely on the assumption that the enzymes identified above are the only ones limiting their synthesis. Therefore, further work is needed to investigate these different possibilities. In order to reach a more precise idea of the ripening status, it may also be useful to combine a ratio or difference of activities of both up- and down-regulated genes/proteins/metabolites rather than to rely only on up- or down-regulated genes. Moreover, the precise ratio or set of indicators determined for optimum maturity will vary with the maturity and the style of wine that the wine maker wishes to make.
- Samples from vineyard
Experimental material was harvested during the 2005 and 2006 growing seasons from Vitis vinifera L. cv. Chardonnay grapevines, grown at the Plumecoq experimental station of the Comité Interprofessionel du Vin de Champagne (CIVC) in Epernay (France). Samples were collected at three different time points corresponding to 7-days before theoretical harvest (TH-7), theoretical harvest (TH) and 10-days after theoretical harvest (TH+10) as defined by the viticulturists of CIVC. For each date, three types of samples were collected separately along a grapevine row located in the middle of the plot. Twelve whole bunches were collected and pooled along this row, except on the 3-4 first vine stocks on both sides of the row, in order to minimize differences brought about by phytosanitary treatments, sun exposure or bunch size. The most representative berry class, based on density (i.e. total soluble solids), of a given harvest date was selected for further characterization. Density was estimated by flotation of a thousand berries into a range of NaCl solutions, each having a decrease in salinity of 10g/L NaCl (from 200 to 70g/L NaCl). A representative sample of 100 sorted berries was squeezed for measurements of total soluble solids (°BRIX) and potential alcohol degree (using a hand-held refractometer). Then, about twenty-five berries belonging to the most representative berry class were pooled. They will be referred to as densimetrically sorted berries (DSB). The twelve whole bunches (WBB) and the densimetrically sorted berries (DSB) were frozen immediately in liquid nitrogen and stored at -80°C until further use. All remaining bunches of the row were then collected and used for microvinifications and biochemical analysis.
- Samples from controlled environment rooms
Grapevine berries samples were taken from Vitis vinifera L. cv Cabernet Sauvignon rooted cuttings grown in controlled environment rooms with 16 h days and temperature regimes of either 30°C days and 25°C nights or 20°C days and 15°C nights. The rooted cuttings were encouraged to set fruit by removing leaves from emerging buds as described by Mullins , and only one bunch was allowed to develop on each vine. The progression of berry development and ripening was followed by measuring berry volume on a random selection of 100 berries as outlined in Boss et al.  and by scoring the percentage of colored berries at weekly intervals. A random sample of 50 berries were collected from either temperature treatment at fortnightly intervals starting from when the berries first showed signs of color change, and continuing for a further 10 weeks for the 30°C day and 25°C night treated berries and a further eight weeks for the cooler treatment. °BRIX measurements were made on these 50 berries using a RFM710 digital refractometer (Bellingham Stanley, Tunbridge Wells, Kent, UK) before they were frozen in liquid N2 and stored at -80°C pending further use.
Determination of physiological parameters
In order to assess the evolution of Chardonnay berry ripening and to correlate it with changes in transcriptomic profiles, berry weight, total soluble solids (°BRIX), potential alcohol content (% vol) were evaluated at the three stages used for sampling. Total soluble solids (°BRIX) were measured in grapevine juice, obtained by pressing fresh berries with a small hand-crank press, using a hand held refractometer. The potential alcohol content was estimated from total soluble solids (°BRIX).
Microvinification assays and determination of wine physicochemical parameters
Microvinification assays were performed from 160 kg of Chardonnay grapes following the traditional wine-making methods of CIVC. The decanted must and base wines were analyzed for conventional parameters according to the recommendations of the International Organization of Vine and Wine (OIV) described in the Compendium of international methods of wine and must analysis .
Sensory evaluations were performed to determine whether there were significant differences between base wines made with bunches harvested during the 2005 and 2006 growing seasons at the TH-7, TH and TH+10 stages respectively. All evaluations were carried out at the CIVC in Epernay (Champagne, France) using standard wine-tasting procedures. A triangular test was designed to figure out the effects of harvest date on base wine for each vintage studied. All the triangle tests performed in this study were carried out in accordance with the ISO standard ISO 4120:2004; criteria for significant detection of the effects of harvest date were based on binomial distribution tables. The results were considered significant for α ≤ 0.05. The tasting panel was composed of 13 professional tasters used to Champagne tasting panels. A minimum number of 8 correct responses was needed to conclude that a perceptible difference exists between the tested wines. The base wine used for Champagne tasting is a still wine. The sensory qualities of base wines were evaluated around 8 months after the harvest date.
Total RNA from Chardonnay berries was isolated as previously described by Reid et al. . Pedicel and seeds of each berry were removed before grinding in liquid nitrogen. Total RNA was subjected to DNA digestion with 5 units of RNase-free DNase I (Promega) for 1 h at 37°C. RNA content was measured at 260 mm with a spectrophotometer (GeneQuant™ Pro, GE Healthcare, Pessac alouette, France) and visualized by electrophoresis on 1.5% agarose gels.
Total RNA extractions from Cabernet Sauvignon cultivar were conducted on the berries using the method of Boss et al. , and further purified to remove genomic DNA as outlined in D'Onofrio et al. .
- Probe synthesis, hybridization and data acquisition
The Vitis vinifera microarray slides used in this study contain a set of 70-mer oligonucleotides (Operon, USA; Array-Ready Oligo Set™ for the Grape Genome, Version 1.0) representing 14,562 unigenes . A total of 16 two-color microarrays were used to compare TH-7 and TH+10 timepoints from all samples (WBB 2005, WBB 2006, DSB 2005, DSB 2006) to their respective TH timepoint. A dye-swap was done for each comparison.
The Amino Allyl MessageAmp™ II aRNA Amplification Kit (Ambion, Huntingdon, UK) was used according to the manufacturer's recommendations for probe labeling. Probe assembly was performed using 600 picomol of Cy3- and Cy5-labeled aRNA. The pooled Cy3- and Cy5-labeled aRNAs were then concentrated on Microcon YM-30 columns (Amicon Bioseparations, Millipore, Molsheim, France) and mixed with 90 μL of hybridization solution containing 1:1 (v:v) formamide (5X SSC, 0.25% SDS, 5X Denhardt's solution, and 1 mg/mL denatured salmon sperm DNA. Prior to hybridization, the DNA was UV-crosslinked on the microarray chips in a Stratalinker by exposure to 100 MJ of UV light. Following crosslinking, the slides were chemically blocked by soaking them gently twice with up- and down- movement for 1 min in 0.2% SDS. Air dried slides were hybridized in an automatic hybridization station HS 4800 (Tecan, Trappes, France) with a washing prerun in 1X SSC, 0.1% SDS, for 1 min. The probe solution was boiled for 1 min at 100°C, cooled on ice for 2 min, stabilized at 37°C for 5 min and then injected into the hybridization chamber. Slides were incubated at 37°C for 16 h, with medium agitation, and then washed sequentially at 30°C in 1X SSC, 0.1% SDS for 1 min, this step was repeated three times, in 0.1X SSC, 0.1% SDS for 1 min, three times, and finally in 0.1X SSC for 30 s. Slides were dried in the hybridization station for 3 min, with 2.7 bars of nitrogen gas. Microarray slides were scanned with a Genepix 4000 B fluorescence scanner (Axon Instruments, Foster City, CA, USA) using Genepix 4.0 image acquisition software with photomultiplier tube voltage adjusted to 400 V for Cy3 (532 nm) and 460 V for Cy5 (635 nm).
- Microarray data processing and bioinformatic analysis
Spot flagging was done first by Genepix 4.0 (missing spots) and then by visual inspection of the images to exclude the abnormal spots (saturation and heterogeneity). Integrated pixel intensity values for each spot were calculated by using Genepix 4.0 software and saved in tab-delimited format. Median intensity values were normalized with background subtraction by a global lowess method followed by a print-tip median method. Differentially expressed genes were identified with the R/Bioconductor package Limma  using linear models and by taking into account technical (dye-swaps) and biological (years) replicates to assess the following contrasts: WBB TH vs TH-7, WBB TH+10 vs TH, DSB TH vs TH-7 and DSB TH+10 vs TH. For each hybridization, selection of differentially expressed clones was performed by filtering in order to include genes that were up-or down-regulated 1.75-fold at least (p-value < 0.05).
The 70-mer microarray oligonucleotides were based on the transcripts of the VvGI (Vitis vinifera Gene Index). The oligonucleotides were linked to the latest version of the VvGI, version 7.0, April 17, 2010 (http://compbio.dfci.harvard.edu/tgi/cgi-bin/tgi/gimain.pl?gudb=grape) and to the predicted genes of the 12X grapevine genomic sequence (http://www.genoscope.cns.fr/externe/GenomeBrowser/Vitis/) using a BLAST (blastn) program: all full length hits were selected. For each differentially expressed gene, the mRNA number was searched using a BLAST (blastn) program against all available mRNA sequences in NCBI database. The data are available in ArrayExpress (http://www.ebi.ac.uk/arrayExpress) under the accession E-MTAB-481.
Real-Time PCR analysis
Expression analysis from Chardonnay cultivar was performed by qPCR according to Terrier et al. . A triplicate reverse transcription was performed on 500 ng of total RNA from each development stage (RNA samples obtained in 2005 and 2006) using the Superscript II RT kit (Invitrogen, Fischerbioblock, Illkirch, France) according to the manufacturer's instructions in a final volume of 20 μL. Specific annealing of the oligonucleotides was controlled on dissociation kinetics performed at the end of each PCR run. The PCR was performed in triplicate on 1 μL cDNA from each sample, using a model 7300 Sequence Detection System (Applied Biosystems, Warrington, UK) and the Power SYBR-Green PCR Master kit (Applied Biosystems Applera France, Courtaboeuf, France). PCR conditions used consited of an initial denaturation step at 50°C for 2 min, 95°C for 10 min followed by 40 cycles of 95°C for 15 sec, 60°C for 1 min. All qPCR experiments were conducted in triplicate using primers designed to each gene of interest. The PCR primer combinations for each gene were as follows: VvCCD4a (XM_002268368): forward 5'-CCACACAGCCTTCACTCTCA-3', reverse 5'-AGGGCCTTTTTGAGAAGCAT-3'. VvValCS (FJ696653/AY561843): forward 5'-CGTGTATTGCCTTGTGGAAG-3', reverse 5'-TATGTGTCCCCTTGCCGTAT-3'. Relative fold differences were calculated based on the comparative Ct method using the EF1-α as an internal standard. To demonstrate that the efficiencies of the different gene primers were approximately equal, the absolute value of the slope of log input amount versus ΔCt was calculated as previously described . To determine relative fold differences for each sample in each experiment, the Ct value for all the genes was normalized to the Ct value for EF1-α (control gene) and was calculated relative to a calibrator using the formula 2-ΔΔCt .
Gene expression analysis during Cabernet Sauvignon berry development was performed by qPCR using 1 μg of total RNA. cDNA was synthesised using 1 μg of RNA using the SuperScript III first-strand cDNA synthesis kit (Invitrogen, San Diego, CA, USA) in a final volume of 20 μL, and this was diluted to 200 μL before use in the qPCR reaction mixes. qPCR was conducted using a Rotor-Gene 2000 (version 4.2) real-time cycler (Corbett Life Science, Sydney, Australia) and FastStart SYBR Green Master (Roche Diagnostics GmbH, Mannheim, Germany). The reaction mixes contained 70 nM of each primer, 2 μL of cDNA (1:10 dilution of the synthesis reaction), and 1 × FastStart SYBR Green Master mix in a final volume of 15 μL. PCR conditions used consisted of an initial denaturation step at 95°C for 15 min followed by 45 cycles of 95°C for 20 sec, 58°C for 20 sec and 72°C for 20 sec. All qPCR experiments were conducted in three technical replicates using primers designed to each gene of interest (Additional file 3, Table S3). Primer products from the qPCR reactions were analyzed by electrophoresis and melt curves to ensure that they amplified a product of one size and were sequenced to ensure that they matched the gene target. Quantification was obtained by plotting the Ct values from the berry cDNA samples against a linear calibration curve obtained from the Ct values of serially diluted cDNA of the target gene. The expression values were calculated using the standard curves for each gene. These were normalized to the mean relative expression values obtained using three reference genes (Ubiquitin, Actin and EF1-α) in the respective cDNA samples again using a calibration curve calculated from Ct values. Expression levels are presented relative to the lowest level of expression detected in any sample for each gene.
basic leucine zipper
carotenoid cleavage dioxygenase
Comité Interprofessionnel du Vin de Champagne
densimetrically sorted berries
FLOWERING LOCUS T/TERMINAL FLOWER
grape ripening-induced protein
histidine kinase receptor
late embryogenesis abundant protein
International Organization of Vine and Wine
rapid alkalinisation factor
raffinose family oligosaccharides
S-adenosyl-L-methionine:salicylic acid carboxyl methyltransferase
systemic acquired resistance
small molecular weight heat shock protein
Teosinte Branched1; Cycloidea and PCF
7-days before theoretical harvest
10-days after theoretical harvest
tonoplast intrinsic protein
Vacuolar H+-transporting adenosine triphosphatase
Vacuolar H+-translocating inorganic pyrophosphatase
Vitis vinifera Gene index
whole bunch berries
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Acknowledgements and Funding
Claire Germain, Damien le Sueur, Alexandra Bonomelli and Laurent Panigai of CIVC are greatly thanked for their help in berry collection and microvinification analysis. Virginie Garcia and Johann Petit (Functional genomic platform of Bordeaux) are thanked for technical support during microarray data processing. We thank Charles Romieu (UMR1334 Amélioration Génétique et Adaptation des Plantes méditerranéennes et Tropicales, Montpellier) for constructive discussions.
This work was funded by ADAR "Développement de nouveaux descripteurs de maturité du raisin applicables au vignoble" project and made possible by additional funding from the Conseil Régional d'Aquitaine (contact 2006-1202002).
SG, RF and CC conducted the research and designed the experiments on vineyard samples. SG analyzed the data and drafted the manuscript together with SD. CK performed the microarray statistical analyses. NT and JDD contributed to acquisition of gene expression data. CD conducted the growth room experiments, berry measurements and sampling. PKB assisted in the growth room experiments and gene expression analyses, substantially edited the manuscript and participated in data interpretation and organization. SD designed and supervised the project. SD and DM coordinated the ADAR project in which this work was managed. All authors read, edited and approved the final manuscript.
Sabine Guillaumie, Romain Fouquet contributed equally to this work.
Electronic supplementary material
Additional file 1: Supplementary Table S1. Table S1. Differentially expressed genes (P < 0.05, ≥1.75-fold) of unknown function in Chardonnay grapevine berries between theoretical harvest date (TH) and one week before (TH-7) of the 2005 and 2006 growing seasons. Ratio values are presented as log2. DSB, densimetrically sorted berries; TH-7, 7-days before theoretical harvest; TH, theoretical harvest; WBB, whole bunch berries. (DOC 62 KB)
Additional file 2: Supplementary Table S2. Table S2. Differentially expressed genes (P < 0.05, ≥1.75-fold) of unknown function in Chardonnay grapevine berries between 10-days after theoretical harvest (TH+10) and theoretical harvest date (TH) of the 2005 and 2006 growing seasons. Ratio values are presented as log2. DSB, densimetrically sorted berries; TH, theoretical harvest; TH+10, 10-days after harvest; WBB, whole bunch berries. (DOC 56 KB)
Additional file 3: Supplementary Table S3. Table S3. qPCR primer sequences. Primer sequences used for Cabernet Sauvignon qPCR analysis and the mRNA accession number from which the sequence data was obtained for primer design. The mRNA number was searched using a BLAST (blastn) program against available mRNA sequences in NCBI database. (DOC 34 KB)
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Guillaumie, S., Fouquet, R., Kappel, C. et al. Transcriptional analysis of late ripening stages of grapevine berry. BMC Plant Biol 11, 165 (2011). https://doi.org/10.1186/1471-2229-11-165
- Late Embryogenesis Abundant
- Total Soluble Solid
- Berry Development
- Berry Weight
- Carotenoid Cleavage Dioxygenase