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1.
Front Plant Sci ; 14: 1267340, 2023.
Article in English | MEDLINE | ID: mdl-37818313

ABSTRACT

Introduction: Tomato is a high economic value crop worldwide with recognized nutritional properties and diverse postharvest potential. Nowadays, there is an emerging awareness about the exploitation and utilization of underutilized traditional germplasm in modern breeding programs. In this context, the existing diversity among Greek accessions in terms of their postharvest life and nutritional value remains largely unexplored. Methods: Herein, a detailed evaluation of 130 tomato Greek accessions for postharvest and nutritional characteristics was performed, using metabolomics and transcriptomics, leading to the selection of accessions with these interesting traits. Results: The results showed remarkable differences among tomato Greek accessions for overall ripening parameters (color, firmness) and weight loss. On the basis of their postharvest performance, a balance between short shelf life (SSL) and long shelf life (LSL) accessions was revealed. Metabolome analysis performed on 14 selected accessions with contrasting shelf-life potential identified a total of 206 phytonutrients and volatile compounds. In turn, transcriptome analysis in fruits from the best SSL and the best LSL accessions revealed remarkable differences in the expression profiles of transcripts involved in key metabolic pathways related to fruit quality and postharvest potential. Discussion: The pathways towards cell wall synthesis, polyamine synthesis, ABA catabolism, and steroidal alkaloids synthesis were mostly induced in the LSL accession, whereas those related to ethylene biosynthesis, cell wall degradation, isoprenoids, phenylpropanoids, ascorbic acid and aroma (TomloxC) were stimulated in the SSL accession. Overall, these data would provide valuable insights into the molecular mechanism towards enhancing shelf-life and improving flavor and aroma of modern tomato cultivars.

2.
J Exp Bot ; 74(18): 5896-5916, 2023 09 29.
Article in English | MEDLINE | ID: mdl-37527560

ABSTRACT

European traditional tomato varieties have been selected by farmers given their consistent performance and adaptation to local growing conditions. Here we developed a multipurpose core collection, comprising 226 accessions representative of the genotypic, phenotypic, and geographical diversity present in European traditional tomatoes, to investigate the basis of their phenotypic variation, gene×environment interactions, and stability for 33 agro-morphological traits. Comparison of the traditional varieties with a modern reference panel revealed that some traditional varieties displayed excellent agronomic performance and high trait stability, as good as or better than that of their modern counterparts. We conducted genome-wide association and genome-wide environment interaction studies and detected 141 quantitative trait loci (QTLs). Out of those, 47 QTLs were associated with the phenotype mean (meanQTLs), 41 with stability (stbQTLs), and 53 QTL-by-environment interactions (QTIs). Most QTLs displayed additive gene actions, with the exception of stbQTLs, which were mostly recessive and overdominant QTLs. Both common and specific loci controlled the phenotype mean and stability variation in traditional tomato; however, a larger proportion of specific QTLs was observed, indicating that the stability gene regulatory model is the predominant one. Developmental genes tended to map close to meanQTLs, while genes involved in stress response, hormone metabolism, and signalling were found within regions affecting stability. A total of 137 marker-trait associations for phenotypic means and stability were novel, and therefore our study enhances the understanding of the genetic basis of valuable agronomic traits and opens up a new avenue for an exploitation of the allelic diversity available within European traditional tomato germplasm.


Subject(s)
Solanum lycopersicum , Chromosome Mapping , Solanum lycopersicum/genetics , Genome-Wide Association Study , Quantitative Trait Loci , Phenotype
3.
Hortic Res ; 9: uhac112, 2022.
Article in English | MEDLINE | ID: mdl-35795386

ABSTRACT

The Mediterranean basin countries are considered secondary centres of tomato diversification. However, information on phenotypic and allelic variation of local tomato materials is still limited. Here we report on the evaluation of the largest traditional tomato collection, which includes 1499 accessions from Southern Europe. Analyses of 70 traits revealed a broad range of phenotypic variability with different distributions among countries, with the culinary end use within each country being the main driver of tomato diversification. Furthermore, eight main tomato types (phenoclusters) were defined by integrating phenotypic data, country of origin, and end use. Genome-wide association study (GWAS) meta-analyses identified associations in 211 loci, 159 of which were novel. The multidimensional integration of phenoclusters and the GWAS meta-analysis identified the molecular signatures for each traditional tomato type and indicated that signatures originated from differential combinations of loci, which in some cases converged in the same tomato phenotype. Our results provide a roadmap for studying and exploiting this untapped tomato diversity.

4.
J Exp Bot ; 73(11): 3431-3445, 2022 06 02.
Article in English | MEDLINE | ID: mdl-35358313

ABSTRACT

A comprehensive collection of 1254 tomato accessions, corresponding to European traditional and modern varieties, early domesticated varieties, and wild relatives, was analyzed by genotyping by sequencing. A continuous genetic gradient between the traditional and modern varieties was observed. European traditional tomatoes displayed very low genetic diversity, with only 298 polymorphic loci (95% threshold) out of 64 943 total variants. European traditional tomatoes could be classified into several genetic groups. Two main clusters consisting of Spanish and Italian accessions showed higher genetic diversity than the remaining varieties, suggesting that these regions might be independent secondary centers of diversity with a different history. Other varieties seem to be the result of a more recent complex pattern of migrations and hybridizations among the European regions. Several polymorphic loci were associated in a genome-wide association study with fruit morphological traits in the European traditional collection. The corresponding alleles were found to contribute to the distinctive phenotypic characteristic of the genetic varietal groups. The few highly polymorphic loci associated with morphological traits in an otherwise a low-diversity population suggests a history of balancing selection, in which tomato farmers likely maintained the morphological variation by inadvertently applying a high selective pressure within different varietal types.


Subject(s)
Solanum lycopersicum , Alleles , Farmers , Genetic Variation , Genome-Wide Association Study , Humans , Solanum lycopersicum/genetics , Phenotype , Polymorphism, Single Nucleotide
5.
Nat Commun ; 12(1): 6892, 2021 11 25.
Article in English | MEDLINE | ID: mdl-34824241

ABSTRACT

All-flesh tomato cultivars are devoid of locular gel and exhibit enhanced firmness and improved postharvest storage. Here, we show that SlMBP3 is a master regulator of locular tissue in tomato fruit and that a deletion at the gene locus underpins the All-flesh trait. Intriguingly, All-flesh varieties lack the deleterious phenotypes reported previously for SlMBP3 under-expressing lines and which preclude any potential commercial use. We resolve the causal factor for this phenotypic divergence through the discovery of a natural mutation at the SlAGL11 locus, a close homolog of SlMBP3. Misexpressing SlMBP3 impairs locular gel formation through massive transcriptomic reprogramming at initial phases of fruit development. SlMBP3 influences locule gel formation by controlling cell cycle and cell expansion genes, indicating that important components of fruit softening are determined at early pre-ripening stages. Our findings define potential breeding targets for improved texture in tomato and possibly other fleshy fruits.


Subject(s)
MADS Domain Proteins/genetics , Plant Proteins/genetics , Solanum lycopersicum/growth & development , Solanum lycopersicum/genetics , Cell Proliferation/genetics , Cell Wall/genetics , Fruit/cytology , Fruit/genetics , Fruit/growth & development , Gene Expression Profiling , Gene Expression Regulation, Plant , Genetic Variation , Solanum lycopersicum/cytology , MADS Domain Proteins/metabolism , Mutation , Phenotype , Plant Proteins/metabolism
6.
J Plant Physiol ; 228: 134-149, 2018 Sep.
Article in English | MEDLINE | ID: mdl-29913428

ABSTRACT

Analysis of the transcriptomic changes produced in response to hypoxia in root tissues from two rootstock Prunus genotypes differing in their sensitivity to waterlogging: resistant Myrobalan 'P.2175' (P. cerasifera Erhr.), and sensitive 'Felinem' hybrid [P. amygdalus Batsch × P. persica (L.) Batsch] revealed alterations in both metabolism and regulatory processes. Early hypoxia response in both genotypes is characterized by a molecular program aimed to adapt the cell metabolism to the new conditions. Upon hypoxia conditions, tolerant Myrobalan represses first secondary metabolism gene expression as a strategy to prevent the waste of resources/energy, and by the up-regulation of protein degradation genes probably leading to structural adaptations to long-term response to hypoxia. In response to the same conditions, sensitive 'Felinem' up-regulates a core of signal transduction and transcription factor genes. A combination of PLS-DA and qRT-PCR approaches revealed a set of transcription factors and signalling molecules as differentially regulated in the sensitive and tolerant genotypes including the peach orthologs for oxygen sensors. Apart from providing insights into the molecular processes underlying the differential response to waterlogging of two Prunus rootstocks, our approach reveals a set of candidate genes to be used expression biomarkers for biotech or breeding approaches to waterlogging tolerance.


Subject(s)
Cell Hypoxia/physiology , Plant Roots/physiology , Prunus/physiology , Transcriptome/genetics , Cell Hypoxia/genetics , Floods , Gene Expression Regulation, Plant/genetics , Gene Expression Regulation, Plant/physiology , Plant Roots/genetics , Prunus/genetics
7.
Hepatology ; 65(6): 1810-1822, 2017 06.
Article in English | MEDLINE | ID: mdl-28170112

ABSTRACT

Direct-acting antiviral agents (DAAs) are highly effective and well tolerated in patients with chronic hepatitis C virus infection, including those with compensated cirrhosis. However, fewer data are available in patients with more advanced liver disease. Our retrospective, noninterventional, national, multicenter study in patients from the Spanish Hepa-C registry investigated the effectiveness and safety of interferon-free DAA regimens in patients with advanced liver disease, including those with decompensated cirrhosis, in routine practice (all currently approved regimens were registered). Patients transplanted during treatment or within 12 weeks of completing treatment were excluded. Among 843 patients with cirrhosis (Child-Turcotte-Pugh [CTP] class A, n = 564; CTP class B/C, n = 175), 90% achieved sustained virologic response 12 weeks after treatment (SVR12). Significant differences in SVR12 and relapse rates were observed between CTP class A and CTP class B/C patients (94% versus 78%, and 4% versus 14%, respectively; both P < 0.001). Serious adverse events (SAEs) were more common in CTP class B/C versus CTP class A patients (50% versus 12%, respectively; P < 0.001). Incident decompensation was the most common serious adverse event (7% overall). Death rate during the study period was 16/843 (2%), significantly higher among CTP class B/C versus CTP class A patients (6.4% versus 0.9%; P < 0.001). Baseline Model for End-Stage Liver Disease (MELD) score alone (cut-off 18) was the best predictor of survival. CONCLUSION: Patients with decompensated cirrhosis receiving DAAs present lower response rates and experience more SAEs. In this setting, a MELD score ≥18 may help clinicians to identify those patients with a higher risk of complications and to individualize treatment decisions. (Hepatology 2017;65:1810-1822).


Subject(s)
Antiviral Agents/administration & dosage , End Stage Liver Disease/drug therapy , Hepatitis C, Chronic/drug therapy , Liver Cirrhosis/drug therapy , Registries , Adult , Aged , Aged, 80 and over , Cause of Death , Cohort Studies , Disease Progression , End Stage Liver Disease/mortality , End Stage Liver Disease/pathology , End Stage Liver Disease/virology , Female , Hepacivirus/drug effects , Hepacivirus/genetics , Hepatitis C, Chronic/mortality , Hepatitis C, Chronic/physiopathology , Humans , Kaplan-Meier Estimate , Liver Cirrhosis/mortality , Liver Cirrhosis/physiopathology , Liver Cirrhosis/virology , Liver Function Tests , Logistic Models , Male , Middle Aged , Multivariate Analysis , Predictive Value of Tests , Prognosis , Proportional Hazards Models , Retrospective Studies , Ribavirin/administration & dosage , Risk Assessment , Severity of Illness Index , Sofosbuvir/administration & dosage , Spain , Survival Analysis , Treatment Outcome
8.
Front Plant Sci ; 7: 1732, 2016.
Article in English | MEDLINE | ID: mdl-27920785

ABSTRACT

Whiteflies damage tomatoes mostly via the viruses they transmit. Cultivated tomatoes lack many of the resistances of their wild relatives. In order to increase protection to its major pest, the whitefly Bemisia tabaci and its transmitted Tomato Yellow Leaf Curl Virus (TYLCV), we introgressed a trichome-based resistance trait from the wild tomato Solanum pimpinellifolium into cultivated tomato, Solanum lycopersicum. The tomato backcross line BC5S2 contains acylsucrose-producing type-IV trichomes, unlike cultivated tomatoes, and exhibits increased, yet limited protection to whiteflies at early development stages. Treatment of young plants with methyl jasmonate (MeJA) resulted in a 60% increase in type-IV trichome density, acylsucrose production, and enhanced resistance to whiteflies, leading to 50% decrease in the virus disease incidence compared to cultivated tomato. Using transcriptomics, metabolite analysis, and insect bioassays we established the basis of this inducible resistance. We found that MeJA activated the expression of the genes involved in the biosynthesis of the defensive acylsugars in young BC5S2 plants leading to enhanced chemical defenses in their acquired type-IV trichomes. Our results show that not only constitutive but also these inducible defenses can be transferred from wild into cultivated crops to aid sustainable protection, suggesting that conventional breeding strategies provide a feasible alternative to increase pest resistance in tomato.

9.
Front Plant Sci ; 7: 1648, 2016.
Article in English | MEDLINE | ID: mdl-27872633

ABSTRACT

Floral organogenesis requires coordinated interactions between genes specifying floral organ identity and those regulating growth and size of developing floral organs. With the aim to isolate regulatory genes linking both developmental processes (i.e., floral organ identity and growth) in the tomato model species, a novel mutant altered in the formation of floral organs was further characterized. Under normal growth conditions, floral organ primordia of mutant plants were correctly initiated, however, they were unable to complete their development impeding the formation of mature and fertile flowers. Thus, the growth of floral buds was blocked at an early stage of development; therefore, we named this mutant as unfinished flower development (ufd). Genetic analysis performed in a segregating population of 543 plants showed that the abnormal phenotype was controlled by a single recessive mutation. Global gene expression analysis confirmed that several MADS-box genes regulating floral identity as well as other genes participating in cell division and different hormonal pathways were affected in their expression patterns in ufd mutant plants. Moreover, ufd mutant inflorescences showed higher hormone contents, particularly ethylene precursor 1-aminocyclopropane-1-carboxylic acid (ACC) and strigol compared to wild type. Such results indicate that UFD may have a key function as positive regulator of the development of floral primordia once they have been initiated in the four floral whorls. This function should be performed by affecting the expression of floral organ identity and growth genes, together with hormonal signaling pathways.

10.
Plant Mol Biol ; 92(4-5): 483-503, 2016 Nov.
Article in English | MEDLINE | ID: mdl-27714490

ABSTRACT

Peach fruits subjected to prolonged cold storage (CS) to delay decay and over-ripening often develop a form of chilling injury (CI) called mealiness/woolliness (WLT), a flesh textural disorder characterized by lack of juiciness. Transcript profiles were analyzed after different lengths of CS and subsequent shelf life ripening (SLR) in pools of fruits from siblings of the Pop-DG population with contrasting sensitivity to develop WLT. This was followed by quantitative PCR on pools and individual lines of the Pop-DG population to validate and extend the microarray results. Relative tolerance to WLT development during SLR was related to the fruit's ability to recover from cold and the reactivation of normal ripening, processes that are probably regulated by transcription factors involved in stress protection, stress recovery and induction of ripening. Furthermore, our results showed that altered ripening in WLT fruits during shelf life is probably due, in part, to cold-induced desynchronization of the ripening program involving ethylene and auxin hormonal regulation of metabolism and cell wall. In addition, we found strong correlation between expression of RNA translation and protein assembly genes and the visual injury symptoms.


Subject(s)
Cell Wall/metabolism , Fruit/genetics , Gene Expression Regulation, Plant , Genomics , Prunus persica/genetics , Prunus persica/metabolism , Cell Wall/genetics , Cold Temperature , Food Preservation , Fruit/cytology , Fruit/growth & development , Prunus persica/growth & development
11.
J Agric Food Chem ; 62(46): 11312-22, 2014 Nov 19.
Article in English | MEDLINE | ID: mdl-25335473

ABSTRACT

Volatile compounds released from the fruit of two hybrid Citrus genotypes (FxCh90 and FxCh77) were compared to those from their parental varieties, Fortune mandarin and Chandler pummelo. A series of 113 compounds were identified, including 31 esters, 23 aldehydes, 20 alcohols, 17 monoterpenoids, and other compounds. The differences in the volatile profile among these four genotypes were essentially quantitative. The most striking result was that the volatile profile of the hybrids was not intermediate between their parents and completely differed from that of Chandler, but came closer to Fortune. This was because 56 of the 113 volatile compounds in the hybrids showed significantly higher or lower levels than in any of the parents. Such transgressive behavior in these hybrids was not observed for other fruit quality traits, such as acidity or soluble solid content. The combination of volatile profiling and chemometrics can be used to select new Citrus genotypes with a distinct volatile profile.


Subject(s)
Citrus/chemistry , Fruit/chemistry , Plant Extracts/chemistry , Volatile Organic Compounds/chemistry , Citrus/genetics , Fruit/genetics , Genotype , Hybridization, Genetic
12.
J Exp Bot ; 65(15): 4451-64, 2014 Aug.
Article in English | MEDLINE | ID: mdl-24863435

ABSTRACT

Abscisic acid (ABA) plays a crucial role in the plant's response to both biotic and abiotic stress. Sustainable production of food faces several key challenges, particularly the generation of new varieties with improved water use efficiency and drought tolerance. Different studies have shown the potential applications of Arabidopsis PYR/PYL/RCAR ABA receptors to enhance plant drought resistance. Consequently the functional characterization of orthologous genes in crops holds promise for agriculture. The full set of tomato (Solanum lycopersicum) PYR/PYL/RCAR ABA receptors have been identified here. From the 15 putative tomato ABA receptors, 14 of them could be grouped in three subfamilies that correlated well with corresponding Arabidopsis subfamilies. High levels of expression of PYR/PYL/RCAR genes was found in tomato root, and some genes showed predominant expression in leaf and fruit tissues. Functional characterization of tomato receptors was performed through interaction assays with Arabidopsis and tomato clade A protein phosphatase type 2Cs (PP2Cs) as well as phosphatase inhibition studies. Tomato receptors were able to inhibit the activity of clade A PP2Cs differentially in an ABA-dependent manner, and at least three receptors were sensitive to the ABA agonist quinabactin, which inhibited tomato seed germination. Indeed, the chemical activation of ABA signalling induced by quinabactin was able to activate stress-responsive genes. Both dimeric and monomeric tomato receptors were functional in Arabidopsis plant cells, but only overexpression of monomeric-type receptors conferred enhanced drought resistance. In summary, gene expression analyses, and chemical and transgenic approaches revealed distinct properties of tomato PYR/PYL/RCAR ABA receptors that might have biotechnological implications.


Subject(s)
Abscisic Acid/metabolism , Plant Proteins/metabolism , Plant Roots/metabolism , Quinolones/metabolism , Solanum lycopersicum/metabolism , Sulfonamides/metabolism , Abscisic Acid/agonists , Adaptation, Physiological , Arabidopsis , Arabidopsis Proteins/metabolism , Carrier Proteins/metabolism , Droughts , Gene Expression Regulation, Plant , Genome, Plant , Intracellular Signaling Peptides and Proteins , Membrane Transport Proteins/metabolism , Phosphoprotein Phosphatases/antagonists & inhibitors , Protein Phosphatase 2C
13.
J Exp Bot ; 65(16): 4589-98, 2014 Aug.
Article in English | MEDLINE | ID: mdl-24723405

ABSTRACT

Fruits are generally regarded as photosynthate sinks as they rely on energy provided by sugars transported from leaves to carry out the highly demanding processes of development and ripening; eventually these imported photosynthates also contribute to the fruit organoleptic properties. Three recent reports have revealed, however, that transcriptional factors enhancing chloroplast development in fruit may result in higher contents not only of tomato fruit-specialized metabolites but also of sugars. In addition to suggesting new ways to improve fruit quality by fortifying fruit chloroplasts and plastids, these results prompted us to re-evaluate the importance of the contribution of chloroplasts/photosynthesis to fruit development and ripening.


Subject(s)
Chloroplasts/physiology , Fruit/physiology , Solanum lycopersicum/physiology , Fruit/genetics , Light Signal Transduction , Solanum lycopersicum/genetics , Oxidative Stress , Photosynthesis
14.
PLoS One ; 9(3): e90706, 2014.
Article in English | MEDLINE | ID: mdl-24598973

ABSTRACT

Peach fruits subjected for long periods of cold storage are primed to develop chilling injury once fruits are shelf ripened at room temperature. Very little is known about the molecular changes occurring in fruits during cold exposure. To get some insight into this process a transcript profiling analyses was performed on fruits from a PopDG population segregating for chilling injury CI responses. A bulked segregant gene expression analysis based on groups of fruits showing extreme CI responses indicated that the transcriptome of peach fruits was modified already during cold storage consistently with eventual CI development. Most peach cold-responsive genes have orthologs in Arabidopsis that participate in cold acclimation and other stresses responses, while some of them showed expression patterns that differs in fruits according to their susceptibility to develop mealiness. Members of ICE1, CBF1/3 and HOS9 regulons seem to have a prominent role in differential cold responses between low and high sensitive fruits. In high sensitive fruits, an alternative cold response program is detected. This program is probably associated with dehydration/osmotic stress and regulated by ABA, auxins and ethylene. In addition, the observation that tolerant siblings showed a series of genes encoding for stress protective activities with higher expression both at harvest and during cold treatment, suggests that preprogrammed mechanisms could shape fruit ability to tolerate postharvest cold-induced stress. A number of genes differentially expressed were validated and extended to individual genotypes by medium-throughput RT-qPCR. Analyses presented here provide a global view of the responses of peach fruits to cold storage and highlights new peach genes that probably play important roles in the tolerance/sensitivity to cold storage. Our results provide a roadmap for further experiments and would help to develop new postharvest protocols and gene directed breeding strategies to better cope with chilling injury.


Subject(s)
Chromosome Segregation/genetics , Cold Temperature , Fruit/genetics , Fruit/physiology , Gene Expression Profiling , Gene Expression Regulation, Plant , Prunus/genetics , Fruit/drug effects , Gene Expression Regulation, Developmental/drug effects , Gene Expression Regulation, Plant/drug effects , Genes, Plant/genetics , Oligonucleotide Array Sequence Analysis , Plant Growth Regulators/pharmacology , Prunus/drug effects , Prunus/physiology , RNA, Messenger/genetics , RNA, Messenger/metabolism , Regulon/genetics , Reproducibility of Results , Signal Transduction/drug effects , Signal Transduction/genetics , Stress, Physiological/drug effects , Stress, Physiological/genetics , Transcription Factors/genetics , Transcription Factors/metabolism
15.
J Plant Physiol ; 170(12): 1113-21, 2013 Aug 15.
Article in English | MEDLINE | ID: mdl-23598179

ABSTRACT

The tomato is a model for fleshy fruit development and ripening. Here we report on the identification of a novel unique cell autonomous/cellular pattern of expression that was detected in fruits of transgenic tomato lines carrying a GFP GUS driven by the fruit specific vacuolar invertase promoter VIN1. The VIN1 promoter sequence faithfully reproduced the global endogenous VIN expression by conferring a biphasic pattern of expression with a second phase clearly associated to fruit ripening. A closer view revealed a salt and pepper pattern of expression characterized by individual cells exhibiting a range of expression levels (from high to low) surrounded by cells with no expression. This type of pattern was detected across different fruit tissues and cell types with some preferences for vascular, sub-epidermal layer and the inner part of the fruit. Cell ability to show promoter activity was neither directly associated with overall ripening - as we find VIN+ and - VIN- cells at all stages of ripening, nor with cell size. Nevertheless the number of cells with active VIN-driven expression increased with ripening and the activity of the VIN promoter seems to be inversely correlated with cell size in VIN+ cells. Gene expression analysis of FACS-sorted VIN+ cells revealed a transcriptionally distinct subpopulation of cells defined by increased expression of genes related to sucrose metabolism, and decreased activity in protein synthesis and chromatin remodeling. This finding suggests that local micro heterogeneity may underlie some aspects (i.e. the futile cycles involving sucrose metabolism) of an otherwise more uniform looking ripening program.


Subject(s)
Fruit/metabolism , Recombinant Fusion Proteins/metabolism , Solanum lycopersicum/metabolism , Sucrose/metabolism , Fruit/genetics , Gene Expression Regulation, Plant , Green Fluorescent Proteins/genetics , Green Fluorescent Proteins/metabolism , Solanum lycopersicum/genetics , Plant Proteins/genetics , Plant Proteins/metabolism , Plants, Genetically Modified/genetics , Plants, Genetically Modified/metabolism , Recombinant Fusion Proteins/genetics
16.
PLoS Comput Biol ; 8(6): e1002528, 2012.
Article in English | MEDLINE | ID: mdl-22685389

ABSTRACT

Considering cells as biofactories, we aimed to optimize its internal processes by using the same engineering principles that large industries are implementing nowadays: lean manufacturing. We have applied reverse engineering computational methods to transcriptomic, metabolomic and phenomic data obtained from a collection of tomato recombinant inbreed lines to formulate a kinetic and constraint-based model that efficiently describes the cellular metabolism from expression of a minimal core of genes. Based on predicted metabolic profiles, a close association with agronomic and organoleptic properties of the ripe fruit was revealed with high statistical confidence. Inspired in a synthetic biology approach, the model was used for exploring the landscape of all possible local transcriptional changes with the aim of engineering tomato fruits with fine-tuned biotechnological properties. The method was validated by the ability of the proposed genomes, engineered for modified desired agronomic traits, to recapitulate experimental correlations between associated metabolites.


Subject(s)
Solanum lycopersicum/genetics , Agriculture , Biotechnology , Computational Biology , Computer Simulation , Fruit/genetics , Fruit/growth & development , Fruit/metabolism , Gene Knockout Techniques , Genetic Engineering , Genome, Plant , Linear Models , Solanum lycopersicum/growth & development , Solanum lycopersicum/metabolism , Metabolome , Models, Genetic , Phenotype , Plants, Genetically Modified , Synthetic Biology , Transcriptome , Up-Regulation
17.
Science ; 336(6089): 1711-5, 2012 Jun 29.
Article in English | MEDLINE | ID: mdl-22745430

ABSTRACT

Modern tomato (Solanum lycopersicum) varieties are bred for uniform ripening (u) light green fruit phenotypes to facilitate harvests of evenly ripened fruit. U encodes a Golden 2-like (GLK) transcription factor, SlGLK2, which determines chlorophyll accumulation and distribution in developing fruit. In tomato, two GLKs--SlGLK1 and SlGLK2--are expressed in leaves, but only SlGLK2 is expressed in fruit. Expressing GLKs increased the chlorophyll content of fruit, whereas SlGLK2 suppression recapitulated the u mutant phenotype. GLK overexpression enhanced fruit photosynthesis gene expression and chloroplast development, leading to elevated carbohydrates and carotenoids in ripe fruit. SlGLK2 influences photosynthesis in developing fruit, contributing to mature fruit characteristics and suggesting that selection of u inadvertently compromised ripe fruit quality in exchange for desirable production traits.


Subject(s)
Chloroplasts/genetics , Plant Proteins/genetics , Solanum lycopersicum/growth & development , Solanum lycopersicum/genetics , Transcription Factors/genetics , Chloroplasts/physiology , Chromosome Mapping , Chromosomes, Plant , Fruit/genetics , Fruit/growth & development , Phenotype , Plant Proteins/physiology , Transcription Factors/physiology
18.
BMC Genomics ; 13: 187, 2012 May 14.
Article in English | MEDLINE | ID: mdl-22583865

ABSTRACT

BACKGROUND: L-ascorbic acid (AsA; vitamin C) is essential for all living plants where it functions as the main hydrosoluble antioxidant. It has diverse roles in the regulation of plant cell growth and expansion, photosynthesis, and hormone-regulated processes. AsA is also an essential component of the human diet, being tomato fruit one of the main sources of this vitamin. To identify genes responsible for AsA content in tomato fruit, transcriptomic studies followed by clustering analysis were applied to two groups of fruits with contrasting AsA content. These fruits were identified after AsA profiling of an F8 Recombinant Inbred Line (RIL) population generated from a cross between the domesticated species Solanum lycopersicum and the wild relative Solanum pimpinellifollium. RESULTS: We found large variability in AsA content within the RIL population with individual RILs with up to 4-fold difference in AsA content. Transcriptomic analysis identified genes whose expression correlated either positively (PVC genes) or negatively (NVC genes) with the AsA content of the fruits. Cluster analysis using SOTA allowed the identification of subsets of co-regulated genes mainly involved in hormones signaling, such as ethylene, ABA, gibberellin and auxin, rather than any of the known AsA biosynthetic genes. Data mining of the corresponding PVC and NVC orthologs in Arabidopis databases identified flagellin and other ROS-producing processes as cues resulting in differential regulation of a high percentage of the genes from both groups of co-regulated genes; more specifically, 26.6% of the orthologous PVC genes, and 15.5% of the orthologous NVC genes were induced and repressed, respectively, under flagellin22 treatment in Arabidopsis thaliana. CONCLUSION: Results here reported indicate that the content of AsA in red tomato fruit from our selected RILs are not correlated with the expression of genes involved in its biosynthesis. On the contrary, the data presented here supports that AsA content in tomato fruit co-regulates with genes involved in hormone signaling and they are dependent on the oxidative status of the fruit.


Subject(s)
Ascorbic Acid/metabolism , Fruit/metabolism , Genes, Plant/physiology , Solanum/metabolism , Cluster Analysis , Gene Expression Regulation, Plant/genetics , Gene Expression Regulation, Plant/physiology , Genes, Plant/genetics , Solanum lycopersicum/genetics , Solanum lycopersicum/metabolism , Oxidation-Reduction , Solanum/genetics
19.
Plant Physiol ; 157(4): 1650-63, 2011 Dec.
Article in English | MEDLINE | ID: mdl-21972266

ABSTRACT

Fruit of tomato (Solanum lycopersicum), like those from many species, have been characterized to undergo a shift from partially photosynthetic to truly heterotrophic metabolism. While there is plentiful evidence for functional photosynthesis in young tomato fruit, the rates of carbon assimilation rarely exceed those of carbon dioxide release, raising the question of its role in this tissue. Here, we describe the generation and characterization of lines exhibiting a fruit-specific reduction in the expression of glutamate 1-semialdehyde aminotransferase (GSA). Despite the fact that these plants contained less GSA protein and lowered chlorophyll levels and photosynthetic activity, they were characterized by few other differences. Indeed, they displayed almost no differences in fruit size, weight, or ripening capacity and furthermore displayed few alterations in other primary or intermediary metabolites. Although GSA antisense lines were characterized by significant alterations in the expression of genes associated with photosynthesis, as well as with cell wall and amino acid metabolism, these changes were not manifested at the phenotypic level. One striking feature of the antisense plants was their seed phenotype: the transformants displayed a reduced seed set and altered morphology and metabolism at early stages of fruit development, although these differences did not affect the final seed number or fecundity. Taken together, these results suggest that fruit photosynthesis is, at least under ambient conditions, not necessary for fruit energy metabolism or development but is essential for properly timed seed development and therefore may confer an advantage under conditions of stress.


Subject(s)
Fruit/growth & development , Photosynthesis/physiology , Plant Proteins/metabolism , Seeds/growth & development , Solanum lycopersicum/growth & development , Aminolevulinic Acid/metabolism , Fruit/genetics , Fruit/metabolism , Fruit/physiology , Gene Expression Profiling , Gene Expression Regulation, Plant/physiology , Glucuronidase , Solanum lycopersicum/genetics , Solanum lycopersicum/metabolism , Oligonucleotide Array Sequence Analysis , Organ Specificity , Phenotype , Plant Proteins/genetics , Plants, Genetically Modified , Promoter Regions, Genetic/genetics , Reproduction , Seeds/genetics , Seeds/metabolism
20.
Plant Mol Biol ; 68(4-5): 379-97, 2008 Nov.
Article in English | MEDLINE | ID: mdl-18661259

ABSTRACT

The ChillPeach database was developed to facilitate identification of genes controlling chilling injury (CI), a global-scale post-harvest physiological disorder in peach. It contained 7,862 high-quality ESTs (comprising 4,468 unigenes) obtained from mesocarp tissues of two full-sib progeny contrasting for CI, about 48 and 13% of which are unique to Prunus and Arabidopsis, respectively. All ESTs are in the Gateway vector to facilitate functional assessment of the genes. The data set contained several putative SNPs and 184 unigenes with high quality SSRs, of which 42% were novel to Prunus. Microarray slides containing 4,261 ChillPeach unigenes were printed and used in a pilot experiment to identify differentially expressed genes in cold-treated compared to control mesocarp tissues, and in vegetative compared to mesocarp tissues. Quantitative RT-PCR (qRT-PCR) confirmed microarray results for all 13 genes tested. The microarray and qRT-PCR analyses indicated that ChillPeach is rich in putative fruit-specific and novel cold-induced genes. A website ( http://bioinfo.ibmcp.upv.es/genomics/ChillPeachDB ) was created holding detailed information on the ChillPeach database.


Subject(s)
Cold Temperature , Databases, Genetic , Fruit/genetics , Gene Expression Regulation, Plant , Genes, Plant , Genomics/instrumentation , Prunus/genetics , Expressed Sequence Tags , Gene Library , Microsatellite Repeats/genetics , Minisatellite Repeats/genetics , Oligonucleotide Array Sequence Analysis , Polymorphism, Single Nucleotide/genetics , Reproducibility of Results , Reverse Transcriptase Polymerase Chain Reaction , Tissue Array Analysis
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