101
|
Ring L, Yeh SY, Hücherig S, Hoffmann T, Blanco-Portales R, Fouche M, Villatoro C, Denoyes B, Monfort A, Caballero JL, Muñoz-Blanco J, Gershenson J, Schwab W. Metabolic interaction between anthocyanin and lignin biosynthesis is associated with peroxidase FaPRX27 in strawberry fruit. PLANT PHYSIOLOGY 2013; 163:43-60. [PMID: 23835409 PMCID: PMC3762661 DOI: 10.1104/pp.113.222778] [Citation(s) in RCA: 33] [Impact Index Per Article: 2.8] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 06/05/2013] [Accepted: 07/03/2013] [Indexed: 05/18/2023]
Abstract
Plant phenolics have drawn increasing attention due to their potential nutritional benefits. Although the basic reactions of the phenolics biosynthetic pathways in plants have been intensively analyzed, the regulation of their accumulation and flux through the pathway is not that well established. The aim of this study was to use a strawberry (Fragaria × ananassa) microarray to investigate gene expression patterns associated with the accumulation of phenylpropanoids, flavonoids, and anthocyanins in strawberry fruit. An examination of the transcriptome, coupled with metabolite profiling data from different commercial varieties, was undertaken to identify genes whose expression correlated with altered phenolics composition. Seventeen comparative microarray analyses revealed 15 genes that were differentially (more than 200-fold) expressed in phenolics-rich versus phenolics-poor varieties. The results were validated by heterologous expression of the peroxidase FaPRX27 gene, which showed the highest altered expression level (more than 900-fold). The encoded protein was functionally characterized and is assumed to be involved in lignin formation during strawberry fruit ripening. Quantitative trait locus analysis indicated that the genomic region of FaPRX27 is associated with the fruit color trait. Down-regulation of the CHALCONE SYNTHASE gene and concomitant induction of FaPRX27 expression diverted the flux from anthocyanins to lignin. The results highlight the competition of the different phenolics pathways for their common precursors. The list of the 15 candidates provides new genes that are likely to impact polyphenol accumulation in strawberry fruit and could be used to develop molecular markers to select phenolics-rich germplasm.
Collapse
|
102
|
Cavaiuolo M, Cocetta G, Ferrante A. The Antioxidants Changes in Ornamental Flowers during Development and Senescence. Antioxidants (Basel) 2013; 2:132-55. [PMID: 26784342 PMCID: PMC4665434 DOI: 10.3390/antiox2030132] [Citation(s) in RCA: 40] [Impact Index Per Article: 3.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/11/2013] [Revised: 07/24/2013] [Accepted: 07/26/2013] [Indexed: 11/16/2022] Open
Abstract
The concentration of antioxidant compounds is constitutive and variable from species to species and is also variable considering the development of the plant tissue. In this review, we take into consideration the antioxidant changes and the physiological, biochemical and molecular factors that are able to modulate the accumulation of antioxidant compounds in ornamental flowers during the whole development process until the senescence. Many ornamental flowers are natural sources of very important bioactive compounds with benefit to the human health and their possible role as dietary components has been reported. The most part of antioxidants are flower pigments such as carotenoids and polyphenols, often present in higher concentration compared with the most common fruits and vegetables. The antioxidants content changes during development and during senescence many biochemical systems and molecular mechanisms are activated to counteract the increase of reactive oxygen species and free radicals. There is a tight correlation between antioxidants and senescence processes and this aspect is detailed and appropriately discussed.
Collapse
Affiliation(s)
- Marina Cavaiuolo
- Department of Agricultural and Environmental Sciences, Università degli Studi di Milano, via Celoria 2, Milano 20133, Italy.
| | - Giacomo Cocetta
- Department of Agricultural and Environmental Sciences, Università degli Studi di Milano, via Celoria 2, Milano 20133, Italy.
| | - Antonio Ferrante
- Department of Agricultural and Environmental Sciences, Università degli Studi di Milano, via Celoria 2, Milano 20133, Italy.
| |
Collapse
|
103
|
Zhao G, Yao Y, Wang C, Hou L, Cao X. Comparative genomic analysis of Aspergillus oryzae strains 3.042 and RIB40 for soy sauce fermentation. Int J Food Microbiol 2013; 164:148-54. [DOI: 10.1016/j.ijfoodmicro.2013.03.027] [Citation(s) in RCA: 18] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/05/2012] [Revised: 03/18/2013] [Accepted: 03/28/2013] [Indexed: 11/28/2022]
|
104
|
Pirona R, Vecchietti A, Lazzari B, Caprera A, Malinverni R, Consolandi C, Severgnini M, De Bellis G, Chietera G, Rossini L, Pozzi C. Expression profiling of genes involved in the formation of aroma in two peach genotypes. PLANT BIOLOGY (STUTTGART, GERMANY) 2013; 15:443-451. [PMID: 23043277 DOI: 10.1111/j.1438-8677.2012.00666.x] [Citation(s) in RCA: 5] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 06/01/2023]
Abstract
The expression profile of flavour-related genes during ripening was investigated in two peach genotypes, Bolero and OroA, which have been selected for their contrasting aroma/ripening behaviour. A new peach microarray containing 4776 oligonucleotide probes corresponding to a set of ESTs specifically enriched in secondary metabolism (μPEACH2.0) was designed to investigate transcriptome changes during three fruit ripening stages, revealing 1807 transcripts differentially expressed within and between the two genotypes. Differences in the expression of genes involved in the biosynthesis of aroma compounds were detected during the ripening process within and between the two genotypes. In particular, a subset of 12 transcripts involved in metabolism of esters, norisoprenoids, phenylpropanoids and lactones, varied in expression during ripening and between Bolero and OroA.
Collapse
Affiliation(s)
- R Pirona
- Plant Genomics Section, Parco Tecnologico Padano, Lodi, Italy Bioinformatics Section, Parco Tecnologico Padano, Lodi, Italy.
| | | | | | | | | | | | | | | | | | | | | |
Collapse
|
105
|
Sharma PK, Sangwan NS, Bose SK, Sangwan RS. Biochemical characteristics of a novel vegetative tissue geraniol acetyltransferase from a monoterpene oil grass (Palmarosa, Cymbopogon martinii var. Motia) leaf. PLANT SCIENCE : AN INTERNATIONAL JOURNAL OF EXPERIMENTAL PLANT BIOLOGY 2013; 203-204:63-73. [PMID: 23415329 DOI: 10.1016/j.plantsci.2012.12.013] [Citation(s) in RCA: 8] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 08/15/2012] [Revised: 12/06/2012] [Accepted: 12/10/2012] [Indexed: 06/01/2023]
Abstract
Plants synthesize volatile alcohol esters on environmental insult or as metabolic induction during flower/fruit development. However, essential oil plants constitutively produce them as the oil constituents. Their synthesis is catalyzed by BAHD family enzymes called alcohol acyltransferases (AATs). However, no AAT has been characterized from plant foliage synthesizing acyclic monoterpenoids containing essential oils. Therefore, we have purified and biochemically characterized a geraniol: acetyl coenzyme A acetyltransferase (GAAT) from Palmarosa aroma grass (Cymbopogon martinii) leaf. MALDI-assisted proteomic study of the 43kDa monomeric enzyme revealed its sequence motif novelties e.g. relaxed conservation at Phe and Trp in DFGWG'. This suggests permissiveness of variations in the conserved motif without loss of catalytic ability. Also, some new conserved/semi-conserved motifs of AATs were recognized. The GAAT k(cat)/K(m) values (300-700M(-1)s(-1)) were low (a generic characteristic for secondary metabolism enzyme) but higher than those of some floral AATs. Wide substrate acceptability for catalyzing acetylation of diverse primary alcohols (chain of ≥C(6)) implied its catalytic description as a 'primary aliphatic alcohol acetyltransferase'. It signifies metabolic ability to deliver diverse aroma esters, should the acceptor alcohols be available in planta. To our knowledge, this is the first report of detailed kinetics of a vegetal monoterpenol acyltransferase.
Collapse
Affiliation(s)
- Pankaj K Sharma
- Central Institute of Medicinal and Aromatic Plants (CSIR), P.O. CIMAP, Lucknow 226015, UP, India
| | | | | | | |
Collapse
|
106
|
Gaquerel E, Baldwin IT. Honing in on phenotypes: comprehensive two-dimensional gas chromatography of herbivory-induced volatile emissions and novel opportunities for system-level analyses. AOB PLANTS 2013; 5:plt002. [PMID: 23444146 PMCID: PMC3581813 DOI: 10.1093/aobpla/plt002] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Received: 07/23/2012] [Accepted: 12/12/2012] [Indexed: 05/18/2023]
Abstract
Plant volatile organic compound (VOC) production requires a complex network of biochemical pathways, which, although well mapped from a biochemical point of view, remains only partly understood with regard to its physiological and genetic regulation. Additionally, although analytical procedures for plant VOC measurement have become increasingly faster and more sensitive in recent years, pinpointing relevant shifts in VOC production from the thousands of molecular fragments that are generated by modern mass spectrometer instruments remains challenging. Here we discuss novel opportunities for system-wide analysis provided by the implementation of non-targeted data processing and multivariate statistics in VOC analysis. We illustrate the value of implementing non-targeted data processing with examples of recent findings from our group on the interactive control exerted by salivary components of a lepidopteran herbivore, Manduca sexta, on herbivory-induced VOC emissions in the wild tobacco Nicotiana attenuata. Finally, we briefly discuss the use of multi-platform data integration for probing the nature of metabolic and regulatory systems underlying VOC emissions.
Collapse
|
107
|
Li X, Korir NK, Liu L, Shangguan L, Wang Y, Han J, Chen M, Fang J. Microarray analysis of differentially expressed genes engaged in fruit development between Prunus mume and Prunus armeniaca. JOURNAL OF PLANT PHYSIOLOGY 2012; 169:1776-1788. [PMID: 23036314 DOI: 10.1016/j.jplph.2012.07.016] [Citation(s) in RCA: 6] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 01/14/2012] [Revised: 07/03/2012] [Accepted: 07/04/2012] [Indexed: 06/01/2023]
Abstract
Microarray analysis is a technique that can be employed to provide expression profiles of single genes and new insights to elucidate the biological mechanisms responsible for fruit development. To evaluate expression of genes mostly engaged in fruit development between Prunus mume and Prunus armeniaca, we first identified differentially expressed transcripts along the entire fruit life cycle by using microarrays spotted with 10,641 ESTs collected from P. mume and other Prunus EST sequences. A total of 1418 ESTs were selected after quality control of microarray spots and analysis for differential gene expression patterns during fruit development of P. mume and P. Armeniaca. From these, 707 up-regulated and 711 down-regulated genes showing more than two-fold differences in expression level were annotated by GO based on biological processes, molecular functions and cellular components. These differentially expressed genes were found to be involved in several important pathways of carbohydrate, galactose, and starch and sucrose metabolism as well as in biosynthesis of other secondary metabolites via KEGG. This could provide detailed information on the fruit quality differences during development and ripening of these two species. With the results obtained, we provide a practical database for comprehensive understanding of molecular events during fruit development and also lay a theoretical foundation for the cloning of genes regulating in a series of important rate-limiting enzymes involved in vital metabolic pathways during fruit development.
Collapse
Affiliation(s)
- Xiaoying Li
- College of Horticulture, Nanjing Agricultural University, Nanjing, PR China
| | | | | | | | | | | | | | | |
Collapse
|
108
|
Tohge T, Fernie AR. Annotation of plant gene function via combined genomics, metabolomics and informatics. J Vis Exp 2012:e3487. [PMID: 22733029 PMCID: PMC3476379 DOI: 10.3791/3487] [Citation(s) in RCA: 5] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/08/2023] Open
Abstract
Given the ever expanding number of model plant species for which complete genome sequences are available and the abundance of bio-resources such as knockout mutants, wild accessions and advanced breeding populations, there is a rising burden for gene functional annotation. In this protocol, annotation of plant gene function using combined co-expression gene analysis, metabolomics and informatics is provided (Figure 1). This approach is based on the theory of using target genes of known function to allow the identification of non-annotated genes likely to be involved in a certain metabolic process, with the identification of target compounds via metabolomics. Strategies are put forward for applying this information on populations generated by both forward and reverse genetics approaches in spite of none of these are effortless. By corollary this approach can also be used as an approach to characterise unknown peaks representing new or specific secondary metabolites in the limited tissues, plant species or stress treatment, which is currently the important trial to understanding plant metabolism.
Collapse
|
109
|
Cumplido-Laso G, Medina-Puche L, Moyano E, Hoffmann T, Sinz Q, Ring L, Studart-Wittkowski C, Caballero JL, Schwab W, Muñoz-Blanco J, Blanco-Portales R. The fruit ripening-related gene FaAAT2 encodes an acyl transferase involved in strawberry aroma biogenesis. JOURNAL OF EXPERIMENTAL BOTANY 2012; 63:4275-90. [PMID: 22563120 DOI: 10.1093/jxb/ers120] [Citation(s) in RCA: 77] [Impact Index Per Article: 5.9] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 05/18/2023]
Abstract
Short-chain esters contribute to the blend of volatiles that define the strawberry aroma. The last step in their biosynthesis involves an alcohol acyltransferase that catalyses the esterification of an acyl moiety of acyl-CoA with an alcohol. This study identified a novel strawberry alcohol acyltransferase gene (FaAAT2) whose expression pattern during fruit receptacle growth and ripening is in accordance with the production of esters throughout strawberry fruit ripening. The full-length FaAAT2 cDNA was cloned and expressed in Escherichia coli and its activity was analysed with acyl-CoA and alcohol substrates. The semi-purified FaAAT2 enzyme had activity with C1-C8 straight-chain alcohols and aromatic alcohols in the presence of acetyl-CoA. Cinnamyl alcohol was the most efficient acyl acceptor. When FaAAT2 expression was transiently downregulated in the fruit receptacle by agroinfiltration, the volatile ester production was significantly reduced in strawberry fruit. The results suggest that FaAAT2 plays a significant role in the production of esters that contribute to the final strawberry fruit flavour.
Collapse
Affiliation(s)
- Guadalupe Cumplido-Laso
- Departamento de Bioquímica y Biología Molecular. Edificio C-6, Campus Universitario de Rabanales y Campus de Excelencia Internacional Agroalimentario CEIA3, Universidad de Córdoba, 14071 Córdoba, Spain
| | | | | | | | | | | | | | | | | | | | | |
Collapse
|
110
|
Yin Y, Zhang X, Fang Y, Pan L, Sun G, Xin C, Ba Abdullah MM, Yu X, Hu S, Al-Mssallem IS, Yu J. High-throughput sequencing-based gene profiling on multi-staged fruit development of date palm (Phoenix dactylifera, L.). PLANT MOLECULAR BIOLOGY 2012; 78:617-626. [PMID: 22351158 PMCID: PMC3313043 DOI: 10.1007/s11103-012-9890-5] [Citation(s) in RCA: 20] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 12/04/2011] [Accepted: 01/22/2012] [Indexed: 05/30/2023]
Abstract
Date palm provides both staple food and gardening for the Middle East and North African countries for thousands of years. Its fruits have diversified significantly, such as nutritional content, size, length, weight color, and ripping process. Dates palm represent an excellent model system for the study of fruit development and diversity of fruit-bearing palm species that produce the most versatile fruit types as compared to other plant families. Using Roche/454 GS FLX instrument, we acquired 7.6 million sequence tags from seven fruiting stages (F1-F7). Over 99% of the raw reads are assembled, and the numbers of isotigs (equivalent to transcription units or unigenes) range from 30,684 to 40,378 during different fruiting stages. We annotated isotigs using BLASTX and BLASTN, and mapped 74% of the isotigs to known functional sequences or genes. Based on gene ontology categorization and pathway analysis, we have identified 10 core cell division genes, 18 ripening related genes, and 7 starch metabolic enzymes, which are involved as nutrition storage and sugar/starch metabolisms. We noticed that many metabolic pathways vary significantly during fruit development, and carbohydrate metabolism (especially sugar synthesis) is particularly prominent during fruit ripening. Transcriptomics study on various fruiting stages of date palm shows complicated metabolic activities during fruit development, ripening, synthesis and accumulation of starch enzymes and other related sugars. Most Genes are highly expressed in early stages of development, while late developmental stages are critical for fruit ripening including most of the metabolism associated ones.
Collapse
Affiliation(s)
- Yuxin Yin
- Joint Center for Genomics Research (JCGR), King Abdulaziz City for Science and Technology (KACST) and Chinese Academy of Sciences (CAS), Riyadh, Kingdom of Saudi Arabia
- CAS Key Laboratory of Genome Sciences and Information, Beijing Institute of Genomics, Chinese Academy of Sciences, Chaoyang District, Beijing, China
- Graduate University of Chinese Academy of Sciences, Shijingshan District, Beijing, China
| | - Xiaowei Zhang
- Joint Center for Genomics Research (JCGR), King Abdulaziz City for Science and Technology (KACST) and Chinese Academy of Sciences (CAS), Riyadh, Kingdom of Saudi Arabia
- CAS Key Laboratory of Genome Sciences and Information, Beijing Institute of Genomics, Chinese Academy of Sciences, Chaoyang District, Beijing, China
| | - Yongjun Fang
- Joint Center for Genomics Research (JCGR), King Abdulaziz City for Science and Technology (KACST) and Chinese Academy of Sciences (CAS), Riyadh, Kingdom of Saudi Arabia
- CAS Key Laboratory of Genome Sciences and Information, Beijing Institute of Genomics, Chinese Academy of Sciences, Chaoyang District, Beijing, China
| | - Linlin Pan
- Joint Center for Genomics Research (JCGR), King Abdulaziz City for Science and Technology (KACST) and Chinese Academy of Sciences (CAS), Riyadh, Kingdom of Saudi Arabia
- CAS Key Laboratory of Genome Sciences and Information, Beijing Institute of Genomics, Chinese Academy of Sciences, Chaoyang District, Beijing, China
| | - Gaoyuan Sun
- Joint Center for Genomics Research (JCGR), King Abdulaziz City for Science and Technology (KACST) and Chinese Academy of Sciences (CAS), Riyadh, Kingdom of Saudi Arabia
- CAS Key Laboratory of Genome Sciences and Information, Beijing Institute of Genomics, Chinese Academy of Sciences, Chaoyang District, Beijing, China
| | - Chengqi Xin
- Joint Center for Genomics Research (JCGR), King Abdulaziz City for Science and Technology (KACST) and Chinese Academy of Sciences (CAS), Riyadh, Kingdom of Saudi Arabia
- CAS Key Laboratory of Genome Sciences and Information, Beijing Institute of Genomics, Chinese Academy of Sciences, Chaoyang District, Beijing, China
- Graduate University of Chinese Academy of Sciences, Shijingshan District, Beijing, China
| | - Mohammed M. Ba Abdullah
- Joint Center for Genomics Research (JCGR), King Abdulaziz City for Science and Technology (KACST) and Chinese Academy of Sciences (CAS), Riyadh, Kingdom of Saudi Arabia
| | - Xiaoguang Yu
- Joint Center for Genomics Research (JCGR), King Abdulaziz City for Science and Technology (KACST) and Chinese Academy of Sciences (CAS), Riyadh, Kingdom of Saudi Arabia
- CAS Key Laboratory of Genome Sciences and Information, Beijing Institute of Genomics, Chinese Academy of Sciences, Chaoyang District, Beijing, China
| | - Songnian Hu
- Joint Center for Genomics Research (JCGR), King Abdulaziz City for Science and Technology (KACST) and Chinese Academy of Sciences (CAS), Riyadh, Kingdom of Saudi Arabia
- CAS Key Laboratory of Genome Sciences and Information, Beijing Institute of Genomics, Chinese Academy of Sciences, Chaoyang District, Beijing, China
| | - Ibrahim S. Al-Mssallem
- Joint Center for Genomics Research (JCGR), King Abdulaziz City for Science and Technology (KACST) and Chinese Academy of Sciences (CAS), Riyadh, Kingdom of Saudi Arabia
- Department of Biotechnology, College of Agriculture and Food Sciences, King Faisal University, Al-Hssa, Hofuf Kingdom of Saudi Arabia
| | - Jun Yu
- Joint Center for Genomics Research (JCGR), King Abdulaziz City for Science and Technology (KACST) and Chinese Academy of Sciences (CAS), Riyadh, Kingdom of Saudi Arabia
- CAS Key Laboratory of Genome Sciences and Information, Beijing Institute of Genomics, Chinese Academy of Sciences, Chaoyang District, Beijing, China
| |
Collapse
|
111
|
Landmann C, Hücherig S, Fink B, Hoffmann T, Dittlein D, Coiner HA, Schwab W. Substrate promiscuity of a rosmarinic acid synthase from lavender (Lavandula angustifolia L.). PLANTA 2011; 234:305-20. [PMID: 21424826 DOI: 10.1007/s00425-011-1400-5] [Citation(s) in RCA: 27] [Impact Index Per Article: 1.9] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 02/02/2011] [Accepted: 03/07/2011] [Indexed: 05/23/2023]
Abstract
One of the most common types of modification of secondary metabolites is the acylation of oxygen- and nitrogen-containing substrates to produce esters and amides, respectively. Among the known acyltransferases, the members of the plant BAHD family are capable of acylating a wide variety of substrates. Two full-length acyltransferase cDNAs (LaAT1 and 2) were isolated from lavender flowers (Lavandula angustifolia L.) by reverse transcriptase-PCR using degenerate primers based on BAHD sequences. Recombinant LaAT1 exhibited a broad substrate tolerance accepting (hydroxy)cinnamoyl-CoAs as acyl donors and not only tyramine, tryptamine, phenylethylamine and anthranilic acid but also shikimic acid and 4-hydroxyphenyllactic acid as acceptors. Thus, LaLT1 forms esters and amides like its phylogenetic neighbors. In planta LaAT1 might be involved in the biosynthesis of rosmarinic acid, the ester of caffeic acid and 3,4-dihydroxyphenyllactic acid, a major constituent of lavender flowers. LaAT2 is one of three members of clade VI with unknown function.
Collapse
Affiliation(s)
- Christian Landmann
- Biotechnology of Natural Products, Technische Universitaet Muenchen, Liesel-Beckmann-Str. 1, 85354, Freising, Germany
| | | | | | | | | | | | | |
Collapse
|
112
|
Severo J, Tiecher A, Chaves FC, Silva JA, Rombaldi CV. Gene transcript accumulation associated with physiological and chemical changes during developmental stages of strawberry cv. Camarosa. Food Chem 2011. [DOI: 10.1016/j.foodchem.2010.11.107] [Citation(s) in RCA: 20] [Impact Index Per Article: 1.4] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/18/2022]
|
113
|
Günther CS, Chervin C, Marsh KB, Newcomb RD, Souleyre EJF. Characterisation of two alcohol acyltransferases from kiwifruit (Actinidia spp.) reveals distinct substrate preferences. PHYTOCHEMISTRY 2011; 72:700-10. [PMID: 21450321 DOI: 10.1016/j.phytochem.2011.02.026] [Citation(s) in RCA: 46] [Impact Index Per Article: 3.3] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 11/09/2010] [Revised: 02/02/2011] [Accepted: 02/24/2011] [Indexed: 05/06/2023]
Abstract
Volatile esters are key compounds of kiwifruit flavour and are formed by alcohol acyltransferases that belong to the BAHD acyltransferase superfamily. Quantitative RT-PCR was used to screen kiwifruit-derived expressed sequence tags with proposed acyltransferase function in order to select ripening-specific sequences and test their involvement in alcohol acylation. The screening criterion was for at least 10-fold increased transcript accumulation in ripe compared with unripe kiwifruit and in response to ethylene. Recombinant expression in yeast revealed alcohol acyltransferase activity for Actinidia-derived AT1, AT16 and the phylogenetically distinct AT9, using various alcohol and acyl-CoA substrates. Functional characterisation of AT16 and AT9 demonstrated striking differences in their substrate preferences and apparent catalytic efficiencies (V'(max)K(m)(-1)). Thus revealing benzoyl-CoA:alcohol O-acyltransferase activity for AT16 and acetyl-CoA:alcohol O-acyltransferase activity for AT9. Both kiwifruit-derived enzymes displayed higher reaction rates with butanol compared with ethanol, even though ethanol is the main alcohol in ripe fruit. Since ethyl acetate and ethyl benzoate are major esters in ripe kiwifruit, we suggest that fruit characteristic volatile profiles result from a combination of substrate availability and specificity of individual alcohol acyltransferases.
Collapse
Affiliation(s)
- Catrin S Günther
- The New Zealand Institute for Plant & Food Research Ltd., Auckland, New Zealand
| | | | | | | | | |
Collapse
|
114
|
Olbricht K, Ulrich D, Weiss K, Grafe C. Variation in the amounts of selected volatiles in a model population of fragaria × ananassa Duch. As influenced by harvest year. JOURNAL OF AGRICULTURAL AND FOOD CHEMISTRY 2011; 59:944-952. [PMID: 21218780 DOI: 10.1021/jf1034948] [Citation(s) in RCA: 11] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 05/30/2023]
Abstract
Volatile metabolites are a basis for sensory and resistance traits of Fragaria × ananassa . Stability of expression is important for the selection of cultivars. For the first time, the stability of volatiles in a strawberry population after cross-combination of two distinct cultivars ('Mieze Schindler' × 'Elsanta') has been investigated. In this work, environmentally caused variations in the synthesis of 18 volatiles were studied over two years using a model population of 158 clones. The stability varied throughout the F1 seedling population between the two years, defining stable and unstable genotypes with respect to volatile synthesis. Most of the stable genotypes exhibited low values in relative volatile concentration. Merely 6 stable volatiles were detected in the parental cultivars, whereas about 40% of the F1 progeny had up to 11 stable volatiles. Consequently, a higher stability in volatile synthesis can be achieved by breeding.
Collapse
Affiliation(s)
- Klaus Olbricht
- Hansabred GmbH & Co. KG, Radeburger Landstrasse 12, 01108 Dresden, Germany.
| | | | | | | |
Collapse
|
115
|
Zhang J, Wang X, Yu O, Tang J, Gu X, Wan X, Fang C. Metabolic profiling of strawberry (Fragaria x ananassa Duch.) during fruit development and maturation. JOURNAL OF EXPERIMENTAL BOTANY 2011; 62:1103-18. [PMID: 21041374 DOI: 10.1093/jxb/erq343] [Citation(s) in RCA: 136] [Impact Index Per Article: 9.7] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 05/23/2023]
Abstract
Strawberry (Fragaria × ananassa Duch), a fruit of economic and nutritional importance, is also a model species for fleshy fruits and genomics in Rosaceae. Strawberry fruit quality at different harvest stages is a function of the fruit's metabolite content, which results from physiological changes during fruit growth and ripening. In order to investigate strawberry fruit development, untargeted (GC-MS) and targeted (HPLC) metabolic profiling analyses were conducted. Principal component analysis (PCA) and partial least squares discriminant analysis (PLS-DA) were employed to explore the non-polar and polar metabolite profiles from fruit samples at seven developmental stages. Different cluster patterns and a broad range of metabolites that exerted influence on cluster formation of metabolite profiles were observed. Significant changes in metabolite levels were found in both fruits turning red and fruits over-ripening in comparison with red-ripening fruits. The levels of free amino acids decreased gradually before the red-ripening stage, but increased significantly in the over-ripening stage. Metabolite correlation and network analysis revealed the interdependencies of individual metabolites and metabolic pathways. Activities of several metabolic pathways, including ester biosynthesis, the tricarboxylic acid cycle, the shikimate pathway, and amino acid metabolism, shifted during fruit growth and ripening. These results not only confirmed published metabolic data but also revealed new insights into strawberry fruit composition and metabolite changes, thus demonstrating the value of metabolomics as a functional genomics tool in characterizing the mechanism of fruit quality formation, a key developmental stage in most economically important fruit crops.
Collapse
Affiliation(s)
- Juanjuan Zhang
- School of Horticulture, Anhui Agricultural University, Hefei 230036, Anhui, PR China
| | | | | | | | | | | | | |
Collapse
|
116
|
Pollier J, Moses T, Goossens A. Combinatorial biosynthesis in plants: A (p)review on its potential and future exploitation. Nat Prod Rep 2011; 28:1897-916. [DOI: 10.1039/c1np00049g] [Citation(s) in RCA: 50] [Impact Index Per Article: 3.6] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/06/2023]
|
117
|
Tohge T, Mettler T, Arrivault S, Carroll AJ, Stitt M, Fernie AR. From models to crop species: caveats and solutions for translational metabolomics. FRONTIERS IN PLANT SCIENCE 2011; 2:61. [PMID: 22639601 PMCID: PMC3355600 DOI: 10.3389/fpls.2011.00061] [Citation(s) in RCA: 30] [Impact Index Per Article: 2.1] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Received: 05/04/2011] [Accepted: 09/13/2011] [Indexed: 05/04/2023]
Abstract
Although plant metabolomics is largely carried out on Arabidopsis it is essentially genome-independent, and thus potentially applicable to a wide range of species. However, transfer between species, or even between different tissues of the same species, is not facile. This is because the reliability of protocols for harvesting, handling and analysis depends on the biological features and chemical composition of the plant tissue. In parallel with the diversification of model species it is important to establish good handling and analytic practice, in order to augment computational comparisons between tissues and species. Liquid chromatography-mass spectrometry (LC-MS)-based metabolomics is one of the powerful approaches for metabolite profiling. By using a combination of different extraction methods, separation columns, and ion detection, a very wide range of metabolites can be analyzed. However, its application requires careful attention to exclude potential pitfalls, including artifactual changes in metabolite levels during sample preparation under variations of light or temperature and analytic errors due to ion suppression. Here we provide case studies with two different LC-MS-based metabolomics platforms and four species (Arabidopsis thaliana, Chlamydomonas reinhardtii, Solanum lycopersicum, and Oryza sativa) that illustrate how such dangers can be detected and circumvented.
Collapse
Affiliation(s)
- Takayuki Tohge
- Max-Planck-Institute for Molecular Plant PhysiologyPotsdam-Golm, Germany
- *Correspondence: Takayuki Tohge, Max-Planck-Institute for Molecular Plant Physiology, Am Muehlenberg 1, 14476 Potsdam-Golm, Germany. e-mail:
| | - Tabea Mettler
- Max-Planck-Institute for Molecular Plant PhysiologyPotsdam-Golm, Germany
| | | | - Adam James Carroll
- Australian Research Council Centre of Excellence in Plant Energy Biology, The Australian National UniversityCanberra, ACT, Australia
| | - Mark Stitt
- Max-Planck-Institute for Molecular Plant PhysiologyPotsdam-Golm, Germany
| | - Alisdair R. Fernie
- Max-Planck-Institute for Molecular Plant PhysiologyPotsdam-Golm, Germany
| |
Collapse
|
118
|
Rudi H, Sandve SR, Opseth LM, Larsen A, Rognli OA. Identification of candidate genes important for frost tolerance in Festuca pratensis Huds. by transcriptional profiling. PLANT SCIENCE : AN INTERNATIONAL JOURNAL OF EXPERIMENTAL PLANT BIOLOGY 2011; 180:78-85. [PMID: 21421350 DOI: 10.1016/j.plantsci.2010.07.014] [Citation(s) in RCA: 8] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 03/05/2010] [Revised: 07/12/2010] [Accepted: 07/15/2010] [Indexed: 05/28/2023]
Abstract
Studies of differential gene expression between cold acclimated (CA) and non-cold acclimated (NA) plants yield insight into how plants prepare for cold stress at the transcriptional level. Furthermore genes involved in the cold acclimation process are good candidate loci for genetic variation in frost tolerance and winter survival. In this study we combine different approaches to try to decode the genetics of cold acclimation and frost tolerance in meadow fescue (Festuca pratensis Huds). An EST library of cold acclimation responsive genes was established by suppression subtractive hybridization (SSH), and a microarray experiment was used to identify gene expression differences between high and low frost tolerance genotypes in response to cold acclimation. Many genes known to be involved in CA in other species were confirmed to be involved in CA in F. pratensis, however, 18% of the ESTs did not show significant homology to any database proteins. Seven genes were found to be differentially expressed (>2-fold) between high and low frost tolerance genotypes. Two of these genes, FpQM and FpTPT, represent interesting candidate genes for frost tolerance in perennial forage grasses.
Collapse
Affiliation(s)
- Heidi Rudi
- Norwegian University of Life Sciences, Department of Plant and Environmental Sciences, N-1432 Ås, Norway.
| | | | | | | | | |
Collapse
|
119
|
Costa F, Alba R, Schouten H, Soglio V, Gianfranceschi L, Serra S, Musacchi S, Sansavini S, Costa G, Fei Z, Giovannoni J. Use of homologous and heterologous gene expression profiling tools to characterize transcription dynamics during apple fruit maturation and ripening. BMC PLANT BIOLOGY 2010; 10:229. [PMID: 20973957 PMCID: PMC3095317 DOI: 10.1186/1471-2229-10-229] [Citation(s) in RCA: 50] [Impact Index Per Article: 3.3] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 04/22/2010] [Accepted: 10/25/2010] [Indexed: 05/18/2023]
Abstract
BACKGROUND Fruit development, maturation and ripening consists of a complex series of biochemical and physiological changes that in climacteric fruits, including apple and tomato, are coordinated by the gaseous hormone ethylene. These changes lead to final fruit quality and understanding of the functional machinery underlying these processes is of both biological and practical importance. To date many reports have been made on the analysis of gene expression in apple. In this study we focused our investigation on the role of ethylene during apple maturation, specifically comparing transcriptomics of normal ripening with changes resulting from application of the hormone receptor competitor 1-methylcyclopropene. RESULTS To gain insight into the molecular process regulating ripening in apple, and to compare to tomato (model species for ripening studies), we utilized both homologous and heterologous (tomato) microarray to profile transcriptome dynamics of genes involved in fruit development and ripening, emphasizing those which are ethylene regulated.The use of both types of microarrays facilitated transcriptome comparison between apple and tomato (for the later using data previously published and available at the TED: tomato expression database) and highlighted genes conserved during ripening of both species, which in turn represent a foundation for further comparative genomic studies. The cross-species analysis had the secondary aim of examining the efficiency of heterologous (specifically tomato) microarray hybridization for candidate gene identification as related to the ripening process. The resulting transcriptomics data revealed coordinated gene expression during fruit ripening of a subset of ripening-related and ethylene responsive genes, further facilitating the analysis of ethylene response during fruit maturation and ripening. CONCLUSION Our combined strategy based on microarray hybridization enabled transcriptome characterization during normal climacteric apple ripening, as well as definition of ethylene-dependent transcriptome changes. Comparison with tomato fruit maturation and ethylene responsive transcriptome activity facilitated identification of putative conserved orthologous ripening-related genes, which serve as an initial set of candidates for assessing conservation of gene activity across genomes of fruit bearing plant species.
Collapse
Affiliation(s)
- Fabrizio Costa
- Department of Fruit Tree and Woody Plant Science, University of Bologna, Viale Fanin 46, 40121 Bologna, Italy
- IASMA Research and Innovation Centre, Foundation Edmund Mach, Via E. Mach 1, 38010 San Michele all'Adige, Trento, Italy
| | - Rob Alba
- Boyce Thompson Institute for Plant Research, Cornell University Campus, Ithaca, New York, 14853, USA
| | - Henk Schouten
- Plant Breeding, Wageningen-UR, Droevendaalsesteeg 1,6700 AA Wageningen, The Netherlands
| | - Valeria Soglio
- Dept. of Biomolecular Sciences and Biotechnology, University of Milano, via Celoria 26, 20133 Milano, Italy
| | - Luca Gianfranceschi
- Dept. of Biomolecular Sciences and Biotechnology, University of Milano, via Celoria 26, 20133 Milano, Italy
| | - Sara Serra
- Department of Fruit Tree and Woody Plant Science, University of Bologna, Viale Fanin 46, 40121 Bologna, Italy
| | - Stefano Musacchi
- Department of Fruit Tree and Woody Plant Science, University of Bologna, Viale Fanin 46, 40121 Bologna, Italy
| | - Silviero Sansavini
- Department of Fruit Tree and Woody Plant Science, University of Bologna, Viale Fanin 46, 40121 Bologna, Italy
| | - Guglielmo Costa
- Department of Fruit Tree and Woody Plant Science, University of Bologna, Viale Fanin 46, 40121 Bologna, Italy
| | - Zhangjun Fei
- Boyce Thompson Institute for Plant Research, Cornell University Campus, Ithaca, New York, 14853, USA
- U.S. Department of Agriculture, Agricultural Research Service, Robert W. Holley Center, Ithaca, New York, 14853, USA
| | - James Giovannoni
- Boyce Thompson Institute for Plant Research, Cornell University Campus, Ithaca, New York, 14853, USA
- U.S. Department of Agriculture, Agricultural Research Service, Robert W. Holley Center, Ithaca, New York, 14853, USA
| |
Collapse
|
120
|
Bombarely A, Merchante C, Csukasi F, Cruz-Rus E, Caballero JL, Medina-Escobar N, Blanco-Portales R, Botella MA, Muñoz-Blanco J, Sánchez-Sevilla JF, Valpuesta V. Generation and analysis of ESTs from strawberry (Fragaria xananassa) fruits and evaluation of their utility in genetic and molecular studies. BMC Genomics 2010; 11:503. [PMID: 20849591 PMCID: PMC2996999 DOI: 10.1186/1471-2164-11-503] [Citation(s) in RCA: 69] [Impact Index Per Article: 4.6] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/12/2010] [Accepted: 09/17/2010] [Indexed: 01/09/2023] Open
Abstract
BACKGROUND Cultivated strawberry is a hybrid octoploid species (Fragaria xananassa Duchesne ex. Rozier) whose fruit is highly appreciated due to its organoleptic properties and health benefits. Despite recent studies on the control of its growth and ripening processes, information about the role played by different hormones on these processes remains elusive. Further advancement of this knowledge is hampered by the limited sequence information on genes from this species, despite the abundant information available on genes from the wild diploid relative Fragaria vesca. However, the diploid species, or one ancestor, only partially contributes to the genome of the cultivated octoploid. We have produced a collection of expressed sequence tags (ESTs) from different cDNA libraries prepared from different fruit parts and developmental stages. The collection has been analysed and the sequence information used to explore the involvement of different hormones in fruit developmental processes, and for the comparison of transcripts in the receptacle of ripe fruits of diploid and octoploid species. The study is particularly important since the commercial fruit is indeed an enlarged flower receptacle with the true fruits, the achenes, on the surface and connected through a network of vascular vessels to the central pith. RESULTS We have sequenced over 4,500 ESTs from Fragaria xananassa, thus doubling the number of ESTs available in the GenBank of this species. We then assembled this information together with that available from F. xananassa resulting a total of 7,096 unigenes. The identification of SSRs and SNPs in many of the ESTs allowed their conversion into functional molecular markers. The availability of libraries prepared from green growing fruits has allowed the cloning of cDNAs encoding for genes of auxin, ethylene and brassinosteroid signalling processes, followed by expression studies in selected fruit parts and developmental stages. In addition, the sequence information generated in the project, jointly with previous information on sequences from both F. xananassa and F. vesca, has allowed designing an oligo-based microarray that has been used to compare the transcriptome of the ripe receptacle of the diploid and octoploid species. Comparison of the transcriptomes, grouping the genes by biological processes, points to differences being quantitative rather than qualitative. CONCLUSIONS The present study generates essential knowledge and molecular tools that will be useful in improving investigations at the molecular level in cultivated strawberry (F. xananassa). This knowledge is likely to provide useful resources in the ongoing breeding programs. The sequence information has already allowed the development of molecular markers that have been applied to germplasm characterization and could be eventually used in QTL analysis. Massive transcription analysis can be of utility to target specific genes to be further studied, by their involvement in the different plant developmental processes.
Collapse
Affiliation(s)
- Aureliano Bombarely
- Departamento de Biología Molecular y Bioquímica. Universidad de Málaga. Spain
| | - Catharina Merchante
- Departamento de Biología Molecular y Bioquímica. Universidad de Málaga. Spain
| | - Fabiana Csukasi
- Departamento de Biología Molecular y Bioquímica. Universidad de Málaga. Spain
| | - Eduardo Cruz-Rus
- Departamento de Biología Molecular y Bioquímica. Universidad de Málaga. Spain
| | | | | | | | - Miguel A Botella
- Departamento de Biología Molecular y Bioquímica. Universidad de Málaga. Spain
| | | | | | | |
Collapse
|
121
|
Abstract
Ripening of fleshy fruit is a differentiation process involving biochemical and biophysical changes that lead to the accumulation of sugars and subsequent changes in tissue texture. Also affected are phenolic compounds, which confer color, flavor/aroma, and resistance to pathogen invasion and adverse environmental conditions. These phenolic compounds, which are the products of branches of the phenylpropanoid pathway, appear to be closely linked to fruit ripening processes. Three key enzymes of the phenylpropanoid pathway, namely phenylalanine ammonia lyase, O-methyltransferase, and cinnamyl alcohol dehydrogenase (CAD) have been reported to modulate various end products including lignin and protect plants against adverse conditions. In addition, peroxidase, the enzyme following CAD in the phenylpropanoid pathway, has also been associated with injury, wound repair, and disease resistance. However, the role of these enzymes in fruit ripening is a matter of only recent investigation and information is lacking on the relationships between phenylpropanoid metabolism and fruit ripening processes. Understanding the role of these enzymes in fruit ripening and their manipulation may possibly be valuable for delineating the regulatory network that controls the expression of ripening genes in fruit. This review elucidates the functional characterization of these key phenylpropanoid biosynthetic enzymes/genes during fruit ripening processes.
Collapse
Affiliation(s)
- Rupinder Singh
- Authors Singh and Dwivedi are with Dept. of Biochemistry, Lucknow Univ., Lucknow 226007, India. Author Rastogi is with Dept. of Biotechnology, Integral Univ., Lucknow 226026, India. Direct inquiries to author Dwivedi (E-mail: )
| | - Smita Rastogi
- Authors Singh and Dwivedi are with Dept. of Biochemistry, Lucknow Univ., Lucknow 226007, India. Author Rastogi is with Dept. of Biotechnology, Integral Univ., Lucknow 226026, India. Direct inquiries to author Dwivedi (E-mail: )
| | - Upendra N Dwivedi
- Authors Singh and Dwivedi are with Dept. of Biochemistry, Lucknow Univ., Lucknow 226007, India. Author Rastogi is with Dept. of Biotechnology, Integral Univ., Lucknow 226026, India. Direct inquiries to author Dwivedi (E-mail: )
| |
Collapse
|
122
|
Klee HJ. Improving the flavor of fresh fruits: genomics, biochemistry, and biotechnology. THE NEW PHYTOLOGIST 2010; 187:44-56. [PMID: 20456053 DOI: 10.1111/j.1469-8137.2010.03281.x] [Citation(s) in RCA: 172] [Impact Index Per Article: 11.5] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 05/18/2023]
Abstract
It is generally accepted that the flavor quality of many fruits has significantly declined over recent decades. While some of this decline can be linked to selection for certain traits, such as firmness and postharvest shelf life, that run counter to good flavor, a major contributing factor has been the challenge of breeding for such a complex quality trait. Flavor involves integration of sugars, acids and a set of 20 or more volatile chemicals. Together, these compounds involve a large number of primary and secondary metabolic pathways, many of which have only recently been established. This review describes recent advances in the understanding of the pathways and genes controlling synthesis of the volatile components of flavor. Because of tomato's unique role as a model for fruit development, the review emphasizes advances in this fruit. In the last decade we have literally advanced from a list of chemicals known to influence flavor to a detailed understanding of how and where they are made. However, our knowledge of the regulation of the critical metabolic pathways is still limited. Nonetheless, the pieces are in place for rapid advances to be made in the manipulation of flavor chemistry in the immediate future.
Collapse
Affiliation(s)
- Harry J Klee
- University of Florida, Horticultural Sciences, PO Box 110690, Gainesville, FL 23611-0690 USA
| |
Collapse
|
123
|
Combining genetic diversity, informatics and metabolomics to facilitate annotation of plant gene function. Nat Protoc 2010; 5:1210-27. [DOI: 10.1038/nprot.2010.82] [Citation(s) in RCA: 161] [Impact Index Per Article: 10.7] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/11/2022]
|
124
|
Heath LS, Ramakrishnan N, Sederoff RR, Whetten RW, Chevone BI, Struble CA, Jouenne VY, Chen D, van Zyl L, Grene R. Studying the functional genomics of stress responses in loblolly pine with the Expresso microarray experiment management system. Comp Funct Genomics 2010; 3:226-43. [PMID: 18628855 PMCID: PMC2447276 DOI: 10.1002/cfg.169] [Citation(s) in RCA: 40] [Impact Index Per Article: 2.7] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/04/2001] [Accepted: 04/04/2002] [Indexed: 12/20/2022] Open
Abstract
Conception, design, and implementation of cDNA microarray experiments present a
variety of bioinformatics challenges for biologists and computational scientists. The multiple
stages of data acquisition and analysis have motivated the design of Expresso, a
system for microarray experiment management. Salient aspects of Expresso include
support for clone replication and randomized placement; automatic gridding, extraction of
expression data from each spot, and quality monitoring; flexible methods of combining
data from individual spots into information about clones and functional categories; and the
use of inductive logic programming for higher-level data analysis and mining. The
development of Expresso is occurring in parallel with several generations of microarray
experiments aimed at elucidating genomic responses to drought stress in loblolly pine
seedlings. The current experimental design incorporates 384 pine cDNAs replicated and
randomly placed in two specific microarray layouts. We describe the design of Expresso as
well as results of analysis with Expresso that suggest the importance of molecular
chaperones and membrane transport proteins in mechanisms conferring successful
adaptation to long-term drought stress.
Collapse
Affiliation(s)
- Lenwood S Heath
- Department of Computer Science, Virginia Tech, Blacksburg, VA 24061, USA
| | | | | | | | | | | | | | | | | | | |
Collapse
|
125
|
Wagstaff C, Bramke I, Breeze E, Thornber S, Harrison E, Thomas B, Buchanan-Wollaston V, Stead T, Rogers H. A specific group of genes respond to cold dehydration stress in cut Alstroemeria flowers whereas ambient dehydration stress accelerates developmental senescence expression patterns. JOURNAL OF EXPERIMENTAL BOTANY 2010; 61:2905-21. [PMID: 20457576 PMCID: PMC2892140 DOI: 10.1093/jxb/erq113] [Citation(s) in RCA: 11] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 02/09/2010] [Revised: 03/31/2010] [Accepted: 03/31/2010] [Indexed: 05/07/2023]
Abstract
Petal development and senescence entails a normally irreversible process. It starts with petal expansion and pigment production, and ends with nutrient remobilization and ultimately cell death. In many species this is accompanied by petal abscission. Post-harvest stress is an important factor in limiting petal longevity in cut flowers and accelerates some of the processes of senescence such as petal wilting and abscission. However, some of the effects of moderate stress in young flowers are reversible with appropriate treatments. Transcriptomic studies have shown that distinct gene sets are expressed during petal development and senescence. Despite this, the overlap in gene expression between developmental and stress-induced senescence in petals has not been fully investigated in any species. Here a custom-made cDNA microarray from Alstroemeria petals was used to investigate the overlap in gene expression between developmental changes (bud to first sign of senescence) and typical post-harvest stress treatments. Young flowers were stressed by cold or ambient temperatures without water followed by a recovery and rehydration period. Stressed flowers were still at the bud stage after stress treatments. Microarray analysis showed that ambient dehydration stress accelerates many of the changes in gene expression patterns that would normally occur during developmental senescence. However, a higher proportion of gene expression changes in response to cold stress were specific to this stimulus and not senescence related. The expression of 21 transcription factors was characterized, showing that overlapping sets of regulatory genes are activated during developmental senescence and by different stresses.
Collapse
Affiliation(s)
- Carol Wagstaff
- Cardiff School of Biosciences, Main Building, Cardiff University, Park Place, Cardiff CF10 3TL, UK
- School of Biological Sciences, Royal Holloway, University of London, Egham, Surrey TW20 0EX, UK
| | - Irene Bramke
- School of Biological Sciences, Royal Holloway, University of London, Egham, Surrey TW20 0EX, UK
| | - Emily Breeze
- Warwick HRI, University of Warwick, Wellesbourne, Warwickshire CV35 9EF, UK
| | - Sarah Thornber
- Warwick HRI, University of Warwick, Wellesbourne, Warwickshire CV35 9EF, UK
| | - Elizabeth Harrison
- Warwick HRI, University of Warwick, Wellesbourne, Warwickshire CV35 9EF, UK
| | - Brian Thomas
- Warwick HRI, University of Warwick, Wellesbourne, Warwickshire CV35 9EF, UK
| | | | - Tony Stead
- School of Biological Sciences, Royal Holloway, University of London, Egham, Surrey TW20 0EX, UK
| | - Hilary Rogers
- Cardiff School of Biosciences, Main Building, Cardiff University, Park Place, Cardiff CF10 3TL, UK
| |
Collapse
|
126
|
Moreno FDLP, Blanch GP, Flores G, del Castillo MLR. Impact of postharvest methyl jasmonate treatment on the volatile composition and flavonol content of strawberries. JOURNAL OF THE SCIENCE OF FOOD AND AGRICULTURE 2010; 90:989-94. [PMID: 20355139 DOI: 10.1002/jsfa.3908] [Citation(s) in RCA: 14] [Impact Index Per Article: 0.9] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 05/08/2023]
Abstract
BACKGROUND Although strawberry aroma is very complex, certain compounds have been described as main contributors, i.e. furanones, aldehydes, alcohols, sulfur compounds and particularly methyl and ethyl esters. In addition, strawberries possess potent antioxidant activity because of their high content of phenolic compounds. Among them, flavonols are highlighted as important antioxidant compounds in strawberry. The objective of this study was to assess the effect of methyl jasmonate (MJ) on the composition of the major contributors to aroma and on the content of certain flavonols in strawberry fruits. RESULTS The levels of all studied volatile compounds were significantly affected by MJ treatment, though the individual effect differed according to the specific compound considered. Most of them increased significantly (P < 0.05), except methyl butanoate, which always showed higher levels in untreated strawberries. In contrast to aroma compounds, the change in the concentration of flavonols (i.e. myricetin, quercetin and kaempferol) was not significant in MJ-treated strawberries. Considering the health-promoting activity of these compounds, further investigations on the experimental conditions related to the treatment are required to control flavonol bioformation by means of MJ. CONCLUSION The exogenous application of MJ vapour to strawberry enhances, in general, the production of the most relevant aroma-active compounds. On the contrary, MJ treatment does not appear to influence the levels of myricetin, quercetin and kaempferol. Thus postharvest MJ treatment is proposed as an approach to obtain improved strawberry fruits in terms of sensory quality and health-promoting properties.
Collapse
Affiliation(s)
- Fernando de la Peña Moreno
- Instituto de Fermentaciones Industriales, Consejo Superior de Investigaciones Científicas (CSIC), Juan de la Cierva 3, E-28006 Madrid, Spain
| | | | | | | |
Collapse
|
127
|
Balbontín C, Gaete-Eastman C, Fuentes L, Figueroa CR, Herrera R, Manriquez D, Latché A, Pech JC, Moya-León MA. VpAAT1, a gene encoding an alcohol acyltransferase, is involved in ester biosynthesis during ripening of mountain papaya fruit. JOURNAL OF AGRICULTURAL AND FOOD CHEMISTRY 2010; 58:5114-21. [PMID: 20369803 DOI: 10.1021/jf904296c] [Citation(s) in RCA: 44] [Impact Index Per Article: 2.9] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 05/03/2023]
Abstract
Mountain papaya ( Vasconcellea pubescens ) is a climacteric fruit that develops a strong and characteristic aroma during ripening. Esters are the main volatile compounds produced by the fruit, and most of them are dependent on ethylene. As esters are synthesized through alcohol acyltransferases (AAT), a full-length cDNA (VpAAT1) was isolated that displayed the characteristic motifs of most plant acyltransferases. The full-length cDNA sequence was cloned and expressed in yeasts, obtaining a functional enzyme with high AAT activity toward the formation of benzyl acetate. The transcript accumulation pattern provided by qPCR analysis showed that the VpAAT1 gene is expressed exclusively in fruit tissues and that a high level of transcripts is accumulated during ripening. The increase in VpAAT1 transcripts in fruit is coincident with the increase in AAT activity; transcript accumulation is induced by ethylene, and it is avoided by 1-methylcyclopropene (1-MCP) treatment. The data indicate that VpAAT1 is involved in aroma formation and that ethylene plays a major role in regulating its expression.
Collapse
Affiliation(s)
- Cristian Balbontín
- Laboratorio de Fisiologia Vegetal y Genetica Molecular, Instituto de Biologia Vegetal y Biotecnologia, Universidad de Talca, Casilla 747, Talca, Chile
| | | | | | | | | | | | | | | | | |
Collapse
|
128
|
Gonda I, Bar E, Portnoy V, Lev S, Burger J, Schaffer AA, Tadmor Y, Gepstein S, Giovannoni JJ, Katzir N, Lewinsohn E. Branched-chain and aromatic amino acid catabolism into aroma volatiles in Cucumis melo L. fruit. JOURNAL OF EXPERIMENTAL BOTANY 2010; 61:1111-23. [PMID: 20065117 PMCID: PMC2826658 DOI: 10.1093/jxb/erp390] [Citation(s) in RCA: 187] [Impact Index Per Article: 12.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 09/02/2009] [Revised: 10/29/2009] [Accepted: 12/02/2009] [Indexed: 05/18/2023]
Abstract
The unique aroma of melons (Cucumis melo L., Cucurbitaceae) is composed of many volatile compounds biosynthetically derived from fatty acids, carotenoids, amino acids, and terpenes. Although amino acids are known precursors of aroma compounds in the plant kingdom, the initial steps in the catabolism of amino acids into aroma volatiles have received little attention. Incubation of melon fruit cubes with amino acids and alpha-keto acids led to the enhanced formation of aroma compounds bearing the side chain of the exogenous amino or keto acid supplied. Moreover, L-[(13)C(6)]phenylalanine was also incorporated into aromatic volatile compounds. Amino acid transaminase activities extracted from the flesh of mature melon fruits converted L-isoleucine, L-leucine, L-valine, L-methionine, or L-phenylalanine into their respective alpha-keto acids, utilizing alpha-ketoglutarate as the amine acceptor. Two novel genes were isolated and characterized (CmArAT1 and CmBCAT1) encoding 45.6 kDa and 42.7 kDa proteins, respectively, that displayed aromatic and branched-chain amino acid transaminase activities, respectively, when expressed in Escherichia coli. The expression of CmBCAT1 and CmArAT1 was low in vegetative tissues, but increased in flesh and rind tissues during fruit ripening. In addition, ripe fruits of climacteric aromatic cultivars generally showed high expression of CmBCAT1 and CmArAT1 in contrast to non-climacteric non-aromatic fruits. The results presented here indicate that in melon fruit tissues, the catabolism of amino acids into aroma volatiles can initiate through a transamination mechanism, rather than decarboxylation or direct aldehyde synthesis, as has been demonstrated in other plants.
Collapse
Affiliation(s)
- Itay Gonda
- Institute of Plant Sciences, Newe Ya'ar Research Center, Agricultural Research Organization, PO Box 1021, Ramat Yishay 30095, Israel
- Faculty of Biology, Technion-Israel Institute of Technology, Haifa 32000, Israel
| | - Einat Bar
- Institute of Plant Sciences, Newe Ya'ar Research Center, Agricultural Research Organization, PO Box 1021, Ramat Yishay 30095, Israel
| | - Vitaly Portnoy
- Institute of Plant Sciences, Newe Ya'ar Research Center, Agricultural Research Organization, PO Box 1021, Ramat Yishay 30095, Israel
| | - Shery Lev
- Institute of Plant Sciences, Newe Ya'ar Research Center, Agricultural Research Organization, PO Box 1021, Ramat Yishay 30095, Israel
| | - Joseph Burger
- Institute of Plant Sciences, Newe Ya'ar Research Center, Agricultural Research Organization, PO Box 1021, Ramat Yishay 30095, Israel
| | - Arthur A. Schaffer
- Institute of Plant Sciences, Newe Ya'ar Research Center, Agricultural Research Organization, PO Box 1021, Ramat Yishay 30095, Israel
| | - Ya'akov Tadmor
- Institute of Plant Sciences, Newe Ya'ar Research Center, Agricultural Research Organization, PO Box 1021, Ramat Yishay 30095, Israel
| | - Shimon Gepstein
- Faculty of Biology, Technion-Israel Institute of Technology, Haifa 32000, Israel
| | - James J. Giovannoni
- United States Department of Agriculture and Boyce Thompson Institute for Plant Research, Cornell University, Tower Road, Ithaca, NY 14853, USA
| | - Nurit Katzir
- Institute of Plant Sciences, Newe Ya'ar Research Center, Agricultural Research Organization, PO Box 1021, Ramat Yishay 30095, Israel
| | - Efraim Lewinsohn
- Institute of Plant Sciences, Newe Ya'ar Research Center, Agricultural Research Organization, PO Box 1021, Ramat Yishay 30095, Israel
| |
Collapse
|
129
|
Saito K, Matsuda F. Metabolomics for functional genomics, systems biology, and biotechnology. ANNUAL REVIEW OF PLANT BIOLOGY 2010; 61:463-89. [PMID: 19152489 DOI: 10.1146/annurev.arplant.043008.092035] [Citation(s) in RCA: 415] [Impact Index Per Article: 27.7] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 05/18/2023]
Abstract
Metabolomics now plays a significant role in fundamental plant biology and applied biotechnology. Plants collectively produce a huge array of chemicals, far more than are produced by most other organisms; hence, metabolomics is of great importance in plant biology. Although substantial improvements have been made in the field of metabolomics, the uniform annotation of metabolite signals in databases and informatics through international standardization efforts remains a challenge, as does the development of new fields such as fluxome analysis and single cell analysis. The principle of transcript and metabolite cooccurrence, particularly transcriptome coexpression network analysis, is a powerful tool for decoding the function of genes in Arabidopsis thaliana. This strategy can now be used for the identification of genes involved in specific pathways in crops and medicinal plants. Metabolomics has gained importance in biotechnology applications, as exemplified by quantitative loci analysis, prediction of food quality, and evaluation of genetically modified crops. Systems biology driven by metabolome data will aid in deciphering the secrets of plant cell systems and their application to biotechnology.
Collapse
Affiliation(s)
- Kazuki Saito
- RIKEN Plant Science Center, Tsurumi-ku, Yokohama, Japan.
| | | |
Collapse
|
130
|
Ban Y, Oyama-Okubo N, Honda C, Nakayama M, Moriguchi T. Emitted and endogenous volatiles in ‘Tsugaru’ apple: The mechanism of ester and (E,E)-α-farnesene accumulation. Food Chem 2010. [DOI: 10.1016/j.foodchem.2009.04.109] [Citation(s) in RCA: 20] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/17/2022]
|
131
|
Hu Y, Wang Z, Wang Y, Bao F, Li N, Peng Z, Li J. Identification of brassinosteroid responsive genes in Arabidopsis by cDNA array. ACTA ACUST UNITED AC 2009; 44:637-43. [PMID: 18763105 DOI: 10.1007/bf02879358] [Citation(s) in RCA: 7] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/10/2001] [Indexed: 10/22/2022]
Abstract
We have systematically monitored brassinosteroid (BR) responsive genes in a BR-deficient mutant det2 suspension culture of Arabidopsis by using a cDNA array approach. Among 13000 cDNA clones arrayed on filters, 53 BR responsive clones were identified and designated BRR1-BRR53. Sequence analysis of 43 clones showed that 19 clones are novel genes, 3 clones are genes involved in the control of cell division, 4 clones are genes related to plant stress responses, 4 clones are transcriptional factor or signal transduction component genes, and 3 clones are genes involved in RNA splicing or structure forming. In addition, we also found that BR regulated the transcription of genes related to many physiological processes, such as photoreaction, ion transportation and some metabolic processes. These findings present molecular evidence that BR plays an essential role in plant growth and development.
Collapse
Affiliation(s)
- Y Hu
- Institute of Genetics, Chinese Academy of Sciences, Beijing, China
| | | | | | | | | | | | | |
Collapse
|
132
|
Ortiz A, Echeverría G, Graell J, Lara I. Overall quality of ‘Rich Lady’ peach fruit after air- or CA storage. The importance of volatile emission. Lebensm Wiss Technol 2009. [DOI: 10.1016/j.lwt.2009.04.010] [Citation(s) in RCA: 36] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/29/2022]
|
133
|
Galla G, Barcaccia G, Ramina A, Collani S, Alagna F, Baldoni L, Cultrera NGM, Martinelli F, Sebastiani L, Tonutti P. Computational annotation of genes differentially expressed along olive fruit development. BMC PLANT BIOLOGY 2009; 9:128. [PMID: 19852839 PMCID: PMC2774695 DOI: 10.1186/1471-2229-9-128] [Citation(s) in RCA: 49] [Impact Index Per Article: 3.1] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 03/30/2009] [Accepted: 10/24/2009] [Indexed: 05/18/2023]
Abstract
BACKGROUND Olea europaea L. is a traditional tree crop of the Mediterranean basin with a worldwide economical high impact. Differently from other fruit tree species, little is known about the physiological and molecular basis of the olive fruit development and a few sequences of genes and gene products are available for olive in public databases. This study deals with the identification of large sets of differentially expressed genes in developing olive fruits and the subsequent computational annotation by means of different software. RESULTS mRNA from fruits of the cv. Leccino sampled at three different stages [i.e., initial fruit set (stage 1), completed pit hardening (stage 2) and veraison (stage 3)] was used for the identification of differentially expressed genes putatively involved in main processes along fruit development. Four subtractive hybridization libraries were constructed: forward and reverse between stage 1 and 2 (libraries A and B), and 2 and 3 (libraries C and D). All sequenced clones (1,132 in total) were analyzed through BlastX against non-redundant NCBI databases and about 60% of them showed similarity to known proteins. A total of 89 out of 642 differentially expressed unique sequences was further investigated by Real-Time PCR, showing a validation of the SSH results as high as 69%. Library-specific cDNA repertories were annotated according to the three main vocabularies of the gene ontology (GO): cellular component, biological process and molecular function. BlastX analysis, GO terms mapping and annotation analysis were performed using the Blast2GO software, a research tool designed with the main purpose of enabling GO based data mining on sequence sets for which no GO annotation is yet available. Bioinformatic analysis pointed out a significantly different distribution of the annotated sequences for each GO category, when comparing the three fruit developmental stages. The olive fruit-specific transcriptome dataset was used to query all known KEGG (Kyoto Encyclopaedia of Genes and Genomes) metabolic pathways for characterizing and positioning retrieved EST records. The integration of the olive sequence datasets within the MapMan platform for microarray analysis allowed the identification of specific biosynthetic pathways useful for the definition of key functional categories in time course analyses for gene groups. CONCLUSION The bioinformatic annotation of all gene sequences was useful to shed light on metabolic pathways and transcriptional aspects related to carbohydrates, fatty acids, secondary metabolites, transcription factors and hormones as well as response to biotic and abiotic stresses throughout olive drupe development. These results represent a first step toward both functional genomics and systems biology research for understanding the gene functions and regulatory networks in olive fruit growth and ripening.
Collapse
Affiliation(s)
- Giulio Galla
- Department of Environmental Agronomy and Crop Science, University of Padova, Viale dell'Università 16, 35020 Legnaro (Padova), Italy
| | - Gianni Barcaccia
- Department of Environmental Agronomy and Crop Science, University of Padova, Viale dell'Università 16, 35020 Legnaro (Padova), Italy
| | - Angelo Ramina
- Department of Environmental Agronomy and Crop Science, University of Padova, Viale dell'Università 16, 35020 Legnaro (Padova), Italy
| | - Silvio Collani
- Department of Environmental Agronomy and Crop Science, University of Padova, Viale dell'Università 16, 35020 Legnaro (Padova), Italy
| | - Fiammetta Alagna
- CNR - Istituto di Genetica Vegetale - Research Division of Perugia, Via Madonna Alta 130, 06128 Perugia, Italy
| | - Luciana Baldoni
- CNR - Istituto di Genetica Vegetale - Research Division of Perugia, Via Madonna Alta 130, 06128 Perugia, Italy
| | - Nicolò GM Cultrera
- CNR - Istituto di Genetica Vegetale - Research Division of Perugia, Via Madonna Alta 130, 06128 Perugia, Italy
| | - Federico Martinelli
- Scuola Superiore Sant'Anna - Pisa, Piazza Martiri della Libertà 33, 56127 Pisa, Italy
| | - Luca Sebastiani
- Scuola Superiore Sant'Anna - Pisa, Piazza Martiri della Libertà 33, 56127 Pisa, Italy
| | - Pietro Tonutti
- Scuola Superiore Sant'Anna - Pisa, Piazza Martiri della Libertà 33, 56127 Pisa, Italy
| |
Collapse
|
134
|
Mahapatra P, Kumari A, Kumar Garlapati V, Banerjee R, Nag A. Enzymatic synthesis of fruit flavor esters by immobilized lipase from Rhizopus oligosporus optimized with response surface methodology. ACTA ACUST UNITED AC 2009. [DOI: 10.1016/j.molcatb.2009.03.010] [Citation(s) in RCA: 63] [Impact Index Per Article: 3.9] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/20/2022]
|
135
|
Battino M, Beekwilder J, Denoyes-Rothan B, Laimer M, McDougall GJ, Mezzetti B. Bioactive compounds in berries relevant to human health. Nutr Rev 2009; 67 Suppl 1:S145-50. [PMID: 19453670 DOI: 10.1111/j.1753-4887.2009.00178.x] [Citation(s) in RCA: 112] [Impact Index Per Article: 7.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/24/2022] Open
Abstract
Berries contain powerful antioxidants, potential allergens, and other bioactive compounds. Genetic and environmental factors affect production and storage of such compounds. For this reason breeding and biotechnological approaches are currently used to control or to increase the content of specific health-related compounds in fruits. This work reviews the main bioactive compounds determining the nutritional quality of berries, the major factors affecting their content and activity, and the genetic options currently available to achieve new genotypes able to provide, under controlled cultivation conditions, berries with the proper balance of bioactive compounds for improving consumer health.
Collapse
Affiliation(s)
- Maurizio Battino
- Institute of Biochemistry, Università Politecnica delle Marche, Ancona, Italy.
| | | | | | | | | | | |
Collapse
|
136
|
Molecular cloning, sequence and expression analysis of ZmArf2, a maize ADP-ribosylation factor. Mol Biol Rep 2009; 37:755-61. [PMID: 19562507 DOI: 10.1007/s11033-009-9595-2] [Citation(s) in RCA: 6] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/19/2009] [Accepted: 06/17/2009] [Indexed: 10/20/2022]
Abstract
A full-length cDNA encoding a maize GTP-binding protein of the ADP-ribosylation factor family was cloned by suppression subtractive hybridization and an in silico cloning approach. The cDNA was 938 bp in length and contained a complete ORF of 612 bp, which encodes a protein of 203 amino acid residues. Its deduced amino acids sequence had an 83% identity with that of a GTP-binding protein in rice. The gene was designated ZmArf2. The ZmArf2 gene consists of G1, G2, G3, G4 and G5 boxes, and Switch I and Switch II regions. Eight nucleotides differed and five amino acids changed between the popcorn inbred N04 and the dent corn inbred Dan232. One changed amino acid was in the G1 box. RT-PCR analysis showed that ZmArf2 expression increased in the early stages of endosperm development and was not tissue-specific.
Collapse
|
137
|
González-Agüero M, Troncoso S, Gudenschwager O, Campos-Vargas R, Moya-León MA, Defilippi BG. Differential expression levels of aroma-related genes during ripening of apricot (Prunus armeniaca L.). PLANT PHYSIOLOGY AND BIOCHEMISTRY : PPB 2009; 47:435-40. [PMID: 19233665 DOI: 10.1016/j.plaphy.2009.01.002] [Citation(s) in RCA: 51] [Impact Index Per Article: 3.2] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 06/02/2008] [Revised: 12/23/2008] [Accepted: 01/17/2009] [Indexed: 05/02/2023]
Abstract
Fruit aroma is a complex trait, particularly in terms of the number of different biosynthetic pathways involved, the complexity of the final metabolites, and their regulation. In order to understand the underlying biochemical processes involved in apricot aroma, four cDNAs (Pa-aat, EU784138; Pa-adhEU395433; Pa-pdcEU395434; and Pa-loxEU439430) encoding an alcohol acyl transferase (AAT), alcohol dehydrogenase (ADH), pyruvate decarboxylase (PDC), and lipoxygenase (LOX), respectively, were isolated and characterized at four stages of maturity in Prunus armeniaca L. cv. Modesto. We observed a reduction in aldehyde and alcohol production between early-harvested fruit and late-harvest fruit, concomitant with an increase in ester production. qPCR analyses showed that the expression levels of the adh gene and the lox gene stayed constant at all stages. Interestingly, aat levels showed a sharp increase in the late-harvest stages concurrent with the changes observed in ester levels. The significance of these changes in relation to aroma production in apricot is discussed.
Collapse
|
138
|
Yonekura-Sakakibara K, Saito K. Functional genomics for plant natural product biosynthesis. Nat Prod Rep 2009; 26:1466-87. [DOI: 10.1039/b817077k] [Citation(s) in RCA: 101] [Impact Index Per Article: 6.3] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/21/2022]
|
139
|
Li D, Shen J, Wu T, Xu Y, Zong X, Li D, Shu H. Overexpression of the apple alcohol acyltransferase gene alters the profile of volatile blends in transgenic tobacco leaves. PHYSIOLOGIA PLANTARUM 2008; 134:394-402. [PMID: 18636987 DOI: 10.1111/j.1399-3054.2008.01152.x] [Citation(s) in RCA: 11] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 05/06/2023]
Abstract
Alcohol acyltransferases (AATs) are key enzymes in ester biosynthesis. Previous studies have found that AAT may be a stress-related gene. To investigate further the function of the apple alcohol acyltransferase gene (MdAAT2), transgenic tobacco plants overexpressing MdAAT2 were generated. Gas chromatography-mass spectroscopy analysis showed that the volatile blends were altered in these transgenic tobacco leaves. Although no apple-fruity volatile esters were detected in transgenic tobacco leaves, methyl caprylate, methyl caprate, and methyl dodecanoate were newly generated, and the concentrations of methyl benzoate and methyl tetradecanoate were significantly increased, suggesting that MdAAT2 may use medium-chain fatty acyl CoA and benzoyl-CoA as acyl donors together with methanol acceptors as substrates. Surprisingly, the concentrations of linalool were significantly increased in transgenic tobacco leaves, which may mediate the repellent effect on Myzus persicae (Sulzer) aphids. Using methyl jasmonate (MeJA) and wounding treatments, we found that MdAAT2 may substitute for the partial ability of MeJA to induce the production of linalool in transgenic plants. These data suggest that MdAAT2 may be involved in the response to the MeJA signal and may play a role in the response to biotic and abiotic stress.
Collapse
Affiliation(s)
- Dapeng Li
- College of Food Sciences, Shandong Agricultural University, Tai'an, Shandong 271018, P.R. China
| | | | | | | | | | | | | |
Collapse
|
140
|
García-Limones C, Schnäbele K, Blanco-Portales R, Luz Bellido M, Caballero JL, Schwab W, Muñoz-Blanco J. Functional characterization of FaCCD1: a carotenoid cleavage dioxygenase from strawberry involved in lutein degradation during fruit ripening. JOURNAL OF AGRICULTURAL AND FOOD CHEMISTRY 2008; 56:9277-85. [PMID: 18778069 DOI: 10.1021/jf801096t] [Citation(s) in RCA: 85] [Impact Index Per Article: 5.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 05/04/2023]
Abstract
A gene encoding a carotenoid cleavage dioxygenase class 1 enzyme (FaCCD1) was identified among a strawberry fruit expressed sequence tag collection. The full-length cDNA was isolated, and the expression profiles along fruit receptacle development and ripening, determined by quantitative real time polymerase chain reaction, showed that FaCCD1 is a ripening-related gene that reaches its maximal level of expression in the red fully ripe stage. FaCCD1 was expressed in Escherichia coli, and the products formed by the recombinant protein through oxidative cleavage of carotenoids were identified by liquid chromatography-mass spectrometry and gas chromatography-mass spectrometry analyses. The FaCCD1 protein cleaves zeaxanthin, lutein, and beta-apo-8'-carotenal in vitro. Although beta-carotene is not a good substrate for FaCCD1 in vitro, the expression of FaCCD1 in an engineered carotenoid-producing E. coli strain caused the degradation of beta-carotene in vivo. Additionally, the carotenoid profile in strawberry was analyzed by high-performance liquid chromatography-photodiode detection, and a correlation between the increase of the expression level of FaCCD1 during ripening and the decrease of the lutein content suggests that lutein could constitute the main natural substrate of FaCCD1 activity in vivo.
Collapse
Affiliation(s)
- Carmen García-Limones
- Departamento de Bioquímica y Biología Molecular, Universidad de Córdoba, 14071 Córdoba, Spain.
| | | | | | | | | | | | | |
Collapse
|
141
|
Villatoro C, Echeverría G, Graell J, López ML, Lara I. Long-term storage of Pink Lady apples modifies volatile-involved enzyme activities: consequences on production of volatile esters. JOURNAL OF AGRICULTURAL AND FOOD CHEMISTRY 2008; 56:9166-9174. [PMID: 18778076 DOI: 10.1021/jf801098b] [Citation(s) in RCA: 8] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 05/26/2023]
Abstract
Pink Lady apples were harvested at commercial maturity and stored at 1 degrees C and 92% relative humidity under either air or controlled atmosphere conditions (2 kPa O 2:2 kPa CO 2 and 1 kPa O 2:1 kPa CO 2) for 27 weeks. Data on the emission of volatile compounds and on the activity of some related enzymes in both skin and flesh tissues were obtained during subsequent shelf life at 20 degrees C. Major effects of storage atmosphere and poststorage period were observed on the emission of volatile esters and their precursors. Changes in the production of volatile esters were partly due to alterations in the activity of alcohol o-acyltransferase, but the specific esters emitted by fruit after storage also resulted largely from modifications in the supply of the corresponding substrates. Samples stored under air were characterized by higher availability of acetaldehyde, whereas those stored under CA showed enhanced emission of the alcohol precursors ethanol and 1-hexanol (2 kPa O 2) and 1-butanol (1 kPa O 2), with accordingly higher production of ethyl, hexyl, and butyl esters. Multivariate analysis revealed that a large part of the observed differences in precursor availability arose from modifications in the activity of the enzymes considered. Higher pyruvate decarboxylase activity in air-stored fruit possibly accounted for higher acetaldehyde levels in these samples, while storage under 1 kPa O 2 led to significantly decreased lipoxygenase activity and thus to lessened production of 1-hexanol and hexyl esters. Low acetaldehyde availability together with enhanced hydroperoxide lyase and alcohol dehydrogenase levels in these fruits are suggested to have led to higher emission of 1-butanol and butyl esters.
Collapse
Affiliation(s)
- Carmen Villatoro
- Area de Post-Collita, XaRTA, UdL-IRTA, Alcalde Rovira Roure 191, 25198 Lleida, Spain
| | | | | | | | | |
Collapse
|
142
|
Larkov O, Zaks A, Bar E, Lewinsohn E, Dudai N, Mayer AM, Ravid U. Enantioselective monoterpene alcohol acetylation in Origanum, Mentha and Salvia species. PHYTOCHEMISTRY 2008; 69:2565-2571. [PMID: 18834605 DOI: 10.1016/j.phytochem.2008.07.018] [Citation(s) in RCA: 15] [Impact Index Per Article: 0.9] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 05/22/2008] [Revised: 07/18/2008] [Accepted: 07/18/2008] [Indexed: 05/26/2023]
Abstract
Selected plants within the Origanum, Mentha and Salvia genera, that contain significant amounts of chiral volatile alcohols and their related acetates, exhibit remarkable enantioselectivity of alcohol acetyl transferase (AAT) activity and particularly can discriminate between linalool enantiomers. Origanum dayi AAT produced almost enantiomerically pure (R)-linalyl acetate by enzymatic acetylation of racemic linalool, whereas the closely related O. majorana AAT produced a mixture of (R)- and (S)-linalyl acetate with a ratio of 6:4. V(max) of O. dayi acetylation activity was 30-fold higher for (R)-linalool, whereas in O. majorana no such differences were found.
Collapse
Affiliation(s)
- Olga Larkov
- Department of Vegetable Crops, Agricultural Research Organization (ARO), Newe Ya'ar Research Center, P.O. Box 1021, Ramat Yishay 30095, Israel
| | | | | | | | | | | | | |
Collapse
|
143
|
Hanhineva K, Rogachev I, Kokko H, Mintz-Oron S, Venger I, Kärenlampi S, Aharoni A. Non-targeted analysis of spatial metabolite composition in strawberry (Fragariaxananassa) flowers. PHYTOCHEMISTRY 2008; 69:2463-81. [PMID: 18774147 DOI: 10.1016/j.phytochem.2008.07.009] [Citation(s) in RCA: 99] [Impact Index Per Article: 5.8] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 02/27/2008] [Revised: 07/17/2008] [Accepted: 07/17/2008] [Indexed: 05/20/2023]
Abstract
Formation of flower organs and the subsequent pollination process require a coordinated spatial and temporal regulation of particular metabolic pathways. In this study a comparison has been made between the metabolite composition of individual flower organs of strawberry (Fragariaxananassa) including the petal, sepal, stamen, pistil and the receptacle that gives rise to the strawberry fruit. Non-targeted metabolomics analysis of the semi-polar secondary metabolites by the use of UPLC-qTOF-MS was utilized in order to localize metabolites belonging to various chemical classes (e.g. ellagitannins, proanthocyanidins, flavonols, terpenoids, and spermidine derivatives) to the different flower organs. The vast majority of the tentatively identified metabolites were ellagitannins that accumulated in all five parts of the flower. Several metabolite classes were detected predominantly in certain flower organs, as for example spermidine derivatives were present uniquely in the stamen and pistil, and the proanthocyanidins were almost exclusively detected in the receptacle and sepals. The latter organ was also rich in terpenoids (i.e. triterpenoid and sesquiterpenoid derivatives) whereas phenolic acids and flavonols were the predominant classes of compounds detected in the petals. Furthermore, we observed extensive variation in the accumulation of metabolites from the same class in a single organ, particularly in the case of ellagitannins, and the flavonols quercetin, kaempferol and isorhamnetin. These results allude to spatially-restricted production of secondary metabolite classes and specialized derivatives in flowers that take part in implementing the unique program of individual organs in the floral life cycle.
Collapse
Affiliation(s)
- Kati Hanhineva
- Department of Plant Sciences, Weizmann Institute of Science, P.O. Box 26, Rehovot 76100, Israel
| | | | | | | | | | | | | |
Collapse
|
144
|
Shulaev V, Korban SS, Sosinski B, Abbott AG, Aldwinckle HS, Folta KM, Iezzoni A, Main D, Arús P, Dandekar AM, Lewers K, Brown SK, Davis TM, Gardiner SE, Potter D, Veilleux RE. Multiple models for Rosaceae genomics. PLANT PHYSIOLOGY 2008; 147:985-1003. [PMID: 18487361 PMCID: PMC2442536 DOI: 10.1104/pp.107.115618] [Citation(s) in RCA: 153] [Impact Index Per Article: 9.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 01/09/2008] [Accepted: 05/13/2008] [Indexed: 05/19/2023]
Abstract
The plant family Rosaceae consists of over 100 genera and 3,000 species that include many important fruit, nut, ornamental, and wood crops. Members of this family provide high-value nutritional foods and contribute desirable aesthetic and industrial products. Most rosaceous crops have been enhanced by human intervention through sexual hybridization, asexual propagation, and genetic improvement since ancient times, 4,000 to 5,000 B.C. Modern breeding programs have contributed to the selection and release of numerous cultivars having significant economic impact on the U.S. and world markets. In recent years, the Rosaceae community, both in the United States and internationally, has benefited from newfound organization and collaboration that have hastened progress in developing genetic and genomic resources for representative crops such as apple (Malus spp.), peach (Prunus spp.), and strawberry (Fragaria spp.). These resources, including expressed sequence tags, bacterial artificial chromosome libraries, physical and genetic maps, and molecular markers, combined with genetic transformation protocols and bioinformatics tools, have rendered various rosaceous crops highly amenable to comparative and functional genomics studies. This report serves as a synopsis of the resources and initiatives of the Rosaceae community, recent developments in Rosaceae genomics, and plans to apply newly accumulated knowledge and resources toward breeding and crop improvement.
Collapse
|
145
|
Wechter WP, Levi A, Harris KR, Davis AR, Fei Z, Katzir N, Giovannoni JJ, Salman-Minkov A, Hernandez A, Thimmapuram J, Tadmor Y, Portnoy V, Trebitsh T. Gene expression in developing watermelon fruit. BMC Genomics 2008; 9:275. [PMID: 18534026 PMCID: PMC2440768 DOI: 10.1186/1471-2164-9-275] [Citation(s) in RCA: 71] [Impact Index Per Article: 4.2] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/18/2007] [Accepted: 06/05/2008] [Indexed: 11/23/2022] Open
Abstract
Background Cultivated watermelon form large fruits that are highly variable in size, shape, color, and content, yet have extremely narrow genetic diversity. Whereas a plethora of genes involved in cell wall metabolism, ethylene biosynthesis, fruit softening, and secondary metabolism during fruit development and ripening have been identified in other plant species, little is known of the genes involved in these processes in watermelon. A microarray and quantitative Real-Time PCR-based study was conducted in watermelon [Citrullus lanatus (Thunb.) Matsum. & Nakai var. lanatus] in order to elucidate the flow of events associated with fruit development and ripening in this species. RNA from three different maturation stages of watermelon fruits, as well as leaf, were collected from field grown plants during three consecutive years, and analyzed for gene expression using high-density photolithography microarrays and quantitative PCR. Results High-density photolithography arrays, composed of probes of 832 EST-unigenes from a subtracted, fruit development, cDNA library of watermelon were utilized to examine gene expression at three distinct time-points in watermelon fruit development. Analysis was performed with field-grown fruits over three consecutive growing seasons. Microarray analysis identified three hundred and thirty-five unique ESTs that are differentially regulated by at least two-fold in watermelon fruits during the early, ripening, or mature stage when compared to leaf. Of the 335 ESTs identified, 211 share significant homology with known gene products and 96 had no significant matches with any database accession. Of the modulated watermelon ESTs related to annotated genes, a significant number were found to be associated with or involved in the vascular system, carotenoid biosynthesis, transcriptional regulation, pathogen and stress response, and ethylene biosynthesis. Ethylene bioassays, performed with a closely related watermelon genotype with a similar phenotype, i.e. seeded, bright red flesh, dark green rind, etc., determined that ethylene levels were highest during the green fruit stage followed by a decrease during the white and pink fruit stages. Additionally, quantitative Real-Time PCR was used to validate modulation of 127 ESTs that were differentially expressed in developing and ripening fruits based on array analysis. Conclusion This study identified numerous ESTs with putative involvement in the watermelon fruit developmental and ripening process, in particular the involvement of the vascular system and ethylene. The production of ethylene during fruit development in watermelon gives further support to the role of ethylene in fruit development in non-climacteric fruits.
Collapse
Affiliation(s)
- W Patrick Wechter
- USDA, ARS, US Vegetable Lab, 2700 Savannah Highway, Charleston, SC, USA.
| | | | | | | | | | | | | | | | | | | | | | | | | |
Collapse
|
146
|
Schwab W, Davidovich-Rikanati R, Lewinsohn E. Biosynthesis of plant-derived flavor compounds. THE PLANT JOURNAL : FOR CELL AND MOLECULAR BIOLOGY 2008; 54:712-32. [PMID: 18476874 DOI: 10.1111/j.1365-313x.2008.03446.x] [Citation(s) in RCA: 641] [Impact Index Per Article: 37.7] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 05/18/2023]
Abstract
Plants have the capacity to synthesize, accumulate and emit volatiles that may act as aroma and flavor molecules due to interactions with human receptors. These low-molecular-weight substances derived from the fatty acid, amino acid and carbohydrate pools constitute a heterogenous group of molecules with saturated and unsaturated, straight-chain, branched-chain and cyclic structures bearing various functional groups (e.g. alcohols, aldehydes, ketones, esters and ethers) and also nitrogen and sulfur. They are commercially important for the food, pharmaceutical, agricultural and chemical industries as flavorants, drugs, pesticides and industrial feedstocks. Due to the low abundance of the volatiles in their plant sources, many of the natural products had been replaced by their synthetic analogues by the end of the last century. However, the foreseeable shortage of the crude oil that is the source for many of the artificial flavors and fragrances has prompted recent interest in understanding the formation of these compounds and engineering their biosynthesis. Although many of the volatile constituents of flavors and aromas have been identified, many of the enzymes and genes involved in their biosynthesis are still not known. However, modification of flavor by genetic engineering is dependent on the knowledge and availability of genes that encode enzymes of key reactions that influence or divert the biosynthetic pathways of plant-derived volatiles. Major progress has resulted from the use of molecular and biochemical techniques, and a large number of genes encoding enzymes of volatile biosynthesis have recently been reported.
Collapse
Affiliation(s)
- Wilfried Schwab
- Biomolecular Food Technology, Technical University Munich, 85354 Freising, Lise-Meitner-Strasse 34, Germany.
| | | | | |
Collapse
|
147
|
Mut P, Bustamante C, Martínez G, Alleva K, Sutka M, Civello M, Amodeo G. A fruit-specific plasma membrane aquaporin subtype PIP1;1 is regulated during strawberry (Fragaria x ananassa) fruit ripening. PHYSIOLOGIA PLANTARUM 2008; 132:538-51. [PMID: 18248507 DOI: 10.1111/j.1399-3054.2007.01046.x] [Citation(s) in RCA: 36] [Impact Index Per Article: 2.1] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 05/23/2023]
Abstract
Despite the advances in the physiology of fruit ripening, the role and contribution of water pathways are still barely considered. Our aim was therefore to characterize aquaporins, proteins that render the molecular basis for putative regulatory mechanisms in water transport. We focused our work on strawberry (Fragaria xananassa) fruit, a non-climacteric fruit of special interest because of its forced brief commercial shelf life. A full-length cDNA was isolated with high homology with plasma membrane (PM) intrinsic proteins (named FaPIP1;1), showing a profile with high expression in fruit, less in ovaries and no detection at all in other parts. Its cellular localization was confirmed at the PM. As reported in other plasma membrane intrinsic proteins subtype 1 (PIP1s), when expressing the protein in Xenopus leavis oocytes, FaPIP1;1 shows low water permeability values that only increased when it is coexpressed with a plasma membrane intrinsic protein subtype 2. Northern blotting using total RNA shows that its expression increases during fruit ripening. Moreover, functional characterization of isolated PM vesicles from red stage fruit unequivocally demonstrates the presence of active water channels, i.e. high water permeability values and a low Arrhenius activation energy, both evidences of water transport mediated by proteins. Interestingly, as many ripening-related strawberry genes, the expression pattern of FaPIP1;1 was also repressed by the presence of auxins. We therefore report a fruit specific PIP1 aquaporin with an accumulation pattern tightly associated to auxins and to the ripening process that might be responsible for increasing water permeability at the level of the PM in ripe fruit.
Collapse
Affiliation(s)
- Paula Mut
- Laboratorio de Biomembranas, Facultad de Medicina, Universidad de Buenos Aires, C1121ABG Buenos Aires, Argentina
| | | | | | | | | | | | | |
Collapse
|
148
|
Portnoy V, Benyamini Y, Bar E, Harel-Beja R, Gepstein S, Giovannoni JJ, Schaffer AA, Burger J, Tadmor Y, Lewinsohn E, Katzir N. The molecular and biochemical basis for varietal variation in sesquiterpene content in melon (Cucumis melo L.) rinds. PLANT MOLECULAR BIOLOGY 2008; 66:647-61. [PMID: 18264780 DOI: 10.1007/s11103-008-9296-6] [Citation(s) in RCA: 32] [Impact Index Per Article: 1.9] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 09/24/2007] [Accepted: 01/14/2008] [Indexed: 05/06/2023]
Abstract
A combined chemical, biochemical and molecular study was conducted to understand the differential accumulation of volatile sesquiterpenes in melon fruits. Sesquiterpenes were present mainly in the rinds of climacteric varieties, and a great diversity in their composition was found among varieties. Sesquiterpenes were generally absent in non-climacteric varieties. Two climacteric melon varieties, the green-fleshed 'Noy Yizre'el', and the orange-fleshed 'Dulce' were further examined. In 'Noy Yizre'el' the main sesquiterpenes accumulated are delta-cadinene, gamma-cadinene and alpha-copaene, while alpha-farnesene is the main sesquiterpene in 'Dulce'. Sesquiterpene synthase activities, mainly restricted to rinds of mature fruits, were shown to generate different sesquiterpenes in each variety according to the compositions found in rinds. EST melon database mining yielded two novel cDNAs coding for members of the Tps gene family termed CmTpsNY and CmTpsDul respectively, that are 43.2% similar. Heterologous expression in E. coli of CmTpsNY produced mainly delta-copaene, alpha-copaene, beta-caryophyllene, germacrene D, alpha-muurolene, gamma-cadinene, delta-cadinene, and alpha-cadinene, while CmTpsDul produced alpha-farnesene only. CmTpsNY was mostly expressed in 'Noy Yizre'el' rind while CmTpsDul expression was specific to 'Dulce' rind. None of these genes was expressed in rinds of the non-climacteric 'Tam Dew' cultivar. Our results indicate that different sesquiterpene synthases encoded by different members of the Tps gene family are active in melon varieties and this specificity modulates the accumulation of sesquiterpenes. The genes are differentially transcriptionally regulated during fruit development and according to variety and are likely to be associated with chemical differences responsible for the unique aromas of melon varieties.
Collapse
Affiliation(s)
- Vitaly Portnoy
- Institute of Plant Sciences, Newe Ya'ar Research Center, Agricultural Research Organization, P.O. Box 1021, Ramat Yishay 30095, Israel
| | | | | | | | | | | | | | | | | | | | | |
Collapse
|
149
|
Janssen BJ, Thodey K, Schaffer RJ, Alba R, Balakrishnan L, Bishop R, Bowen JH, Crowhurst RN, Gleave AP, Ledger S, McArtney S, Pichler FB, Snowden KC, Ward S. Global gene expression analysis of apple fruit development from the floral bud to ripe fruit. BMC PLANT BIOLOGY 2008; 8:16. [PMID: 18990244 PMCID: PMC2287172 DOI: 10.1186/1471-2229-8-16] [Citation(s) in RCA: 111] [Impact Index Per Article: 6.5] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 09/13/2007] [Accepted: 02/17/2008] [Indexed: 05/18/2023]
Abstract
BACKGROUND Apple fruit develop over a period of 150 days from anthesis to fully ripe. An array representing approximately 13000 genes (15726 oligonucleotides of 45-55 bases) designed from apple ESTs has been used to study gene expression over eight time points during fruit development. This analysis of gene expression lays the groundwork for a molecular understanding of fruit growth and development in apple. RESULTS Using ANOVA analysis of the microarray data, 1955 genes showed significant changes in expression over this time course. Expression of genes is coordinated with four major patterns of expression observed: high in floral buds; high during cell division; high when starch levels and cell expansion rates peak; and high during ripening. Functional analysis associated cell cycle genes with early fruit development and three core cell cycle genes are significantly up-regulated in the early stages of fruit development. Starch metabolic genes were associated with changes in starch levels during fruit development. Comparison with microarrays of ethylene-treated apple fruit identified a group of ethylene induced genes also induced in normal fruit ripening. Comparison with fruit development microarrays in tomato has been used to identify 16 genes for which expression patterns are similar in apple and tomato and these genes may play fundamental roles in fruit development. The early phase of cell division and tissue specification that occurs in the first 35 days after pollination has been associated with up-regulation of a cluster of genes that includes core cell cycle genes. CONCLUSION Gene expression in apple fruit is coordinated with specific developmental stages. The array results are reproducible and comparisons with experiments in other species has been used to identify genes that may play a fundamental role in fruit development.
Collapse
Affiliation(s)
- Bart J Janssen
- The Horticulture and Food Research Institute of New Zealand Ltd., Mt Albert, Private Bag 92169, Auckland Mail Centre, Auckland 1142, New Zealand
| | - Kate Thodey
- John Innes Centre, Colney Lane, Norwich NR4 7UH, UK
| | - Robert J Schaffer
- The Horticulture and Food Research Institute of New Zealand Ltd., Mt Albert, Private Bag 92169, Auckland Mail Centre, Auckland 1142, New Zealand
| | - Rob Alba
- Boyce Thompson Institute for Plant Research, Tower Road, Cornell University Campus, Ithaca, NY 14853, USA
- Monsanto Company – O3D, Product Safety Center, 800 North Lindbergh Blvd., St. Louis, MO 63167, USA
| | | | - Rebecca Bishop
- 4 La Trobe Track, RD2 New Lynn, Karekare, Auckland, New Zealand
| | - Judith H Bowen
- The Horticulture and Food Research Institute of New Zealand Ltd., Mt Albert, Private Bag 92169, Auckland Mail Centre, Auckland 1142, New Zealand
| | - Ross N Crowhurst
- The Horticulture and Food Research Institute of New Zealand Ltd., Mt Albert, Private Bag 92169, Auckland Mail Centre, Auckland 1142, New Zealand
| | - Andrew P Gleave
- The Horticulture and Food Research Institute of New Zealand Ltd., Mt Albert, Private Bag 92169, Auckland Mail Centre, Auckland 1142, New Zealand
| | - Susan Ledger
- The Horticulture and Food Research Institute of New Zealand Ltd., Mt Albert, Private Bag 92169, Auckland Mail Centre, Auckland 1142, New Zealand
| | - Steve McArtney
- Department of Horticultural Science, North Carolina State University, Mountain Horticultural Crops Research and Extension Centre, 455 Research Drive, Fletcher, NC 28732-9244, USA
| | - Franz B Pichler
- Microbial Ecology & Genomics Lab, School of Biological Sciences, University of Auckland, Auckland, New Zealand
| | - Kimberley C Snowden
- The Horticulture and Food Research Institute of New Zealand Ltd., Mt Albert, Private Bag 92169, Auckland Mail Centre, Auckland 1142, New Zealand
| | - Shayna Ward
- The Horticulture and Food Research Institute of New Zealand Ltd., Mt Albert, Private Bag 92169, Auckland Mail Centre, Auckland 1142, New Zealand
| |
Collapse
|
150
|
Saito K, Hirai MY, Yonekura-Sakakibara K. Decoding genes with coexpression networks and metabolomics - 'majority report by precogs'. TRENDS IN PLANT SCIENCE 2008; 13:36-43. [PMID: 18160330 DOI: 10.1016/j.tplants.2007.10.006] [Citation(s) in RCA: 207] [Impact Index Per Article: 12.2] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 09/03/2007] [Revised: 10/17/2007] [Accepted: 10/30/2007] [Indexed: 05/21/2023]
Abstract
Following the sequencing of whole genomes of model plants, high-throughput decoding of gene function is a major challenge in modern plant biology. In view of remarkable technical advances in transcriptomics and metabolomics, integrated analysis of these 'omics' by data-mining informatics is an excellent tool for prediction and identification of gene function, particularly for genes involved in complicated metabolic pathways. The availability of Arabidopsis public transcriptome datasets containing data of >1000 microarrays reinforces the potential for prediction of gene function by transcriptome coexpression analysis. Here, we review the strategy of combining transcriptome and metabolome as a powerful technology for studying the functional genomics of model plants and also crop and medicinal plants.
Collapse
Affiliation(s)
- Kazuki Saito
- RIKEN Plant Science Center, Tsurumi-ku, Yokohama 230-0045, Japan.
| | | | | |
Collapse
|