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1.
BMC Genomics ; 18(1): 980, 2017 Dec 19.
Article in English | MEDLINE | ID: mdl-29258426

ABSTRACT

BACKGROUND: A large number of disease resistance genes or QTLs in crop plants are identified through conventional genetics and genomic tools, but their functional or molecular characterization remains costly, labor-intensive and inaccurate largely due to the lack of deep sequencing of large and complex genomes of many important crops such as allohexaploid wheat (Triticum aestivum L.). On the other hand, gene annotation and relevant genomic resources for disease resistance and other defense-related traits are more abundant in model plant Arabidopsis (Arabidopsis thaliana). The objectives of this study are (i) to infer homology of defense-related genes in Arabidopsis and wheat and (ii) to classify these homologous genes into different gene families. RESULTS: We employed three bioinformatics and genomics approaches to identifying candidate genes known to affect plant defense and to classifying these protein-coding genes into different gene families in Arabidopsis. These approaches predicted up to 1790 candidate genes in 11 gene families for Arabidopsis defense to biotic stresses. The 11 gene families included ABC, NLR and START, the three families that are already known to confer rust resistance in wheat, and eight new families. The distributions of predicted SNPs for individual rust resistance genes were highly skewed towards specific gene families, including eight one-to-one uniquely matched pairs: Lr21-NLR, Lr34-ABC, Lr37-START, Sr2-Cupin, Yr24-Transcription factor, Yr26-Transporter, Yr36-Kinase and Yr53-Kinase. Two of these pairs, Lr21-NLR and Lr34-ABC, are expected because Lr21 and Lr34 are well known to confer race-specific and race-nonspecific resistance to leaf rust (Puccinia triticina) and they encode NLR and ABC proteins. CONCLUSIONS: Our inference of 11 known and new gene families enhances current understanding of functional diversity with defense-related genes in genomes of model plant Arabidopsis and cereal crop wheat. Our comparative genomic analysis of Arabidopsis and wheat genomes is complementary to the conventional map-based or marker-based approaches for identification of genes or QTLs for rust resistance genes in wheat and other cereals. Race-specific and race-nonspecific candidate genes predicted by our study may be further tested and combined in breeding for durable resistance to wheat rusts and other pathogens.


Subject(s)
Arabidopsis Proteins/genetics , Arabidopsis/genetics , Multigene Family , Triticum/genetics , Disease Resistance/genetics , Genes, Plant , Genome, Plant , Phenotype , Polymorphism, Single Nucleotide
2.
BMC Plant Biol ; 17(1): 108, 2017 06 20.
Article in English | MEDLINE | ID: mdl-28633642

ABSTRACT

BACKGROUND: The resistance to leaf rust (Lr) caused by Puccinia triticina in wheat (Triticum aestivum L.) has been well studied over the past decades with over 70 Lr genes being mapped on different chromosomes and numerous QTLs (quantitative trait loci) being detected or mapped using DNA markers. Such resistance is often divided into race-specific and race-nonspecific resistance. The race-nonspecific resistance can be further divided into resistance to most or all races of the same pathogen and resistance to multiple pathogens. At the molecular level, these three types of resistance may cover across the whole spectrum of pathogen specificities that are controlled by genes encoding different protein families in wheat. The objective of this study is to predict and analyze genes in three such families: NBS-LRR (nucleotide-binding sites and leucine-rich repeats or NLR), START (Steroidogenic Acute Regulatory protein [STaR] related lipid-transfer) and ABC (ATP-Binding Cassette) transporter. The focus of the analysis is on the patterns of relationships between these protein-coding genes within the gene families and QTLs detected for leaf rust resistance. RESULTS: We predicted 526 ABC, 1117 NLR and 144 START genes in the hexaploid wheat genome through a domain analysis of wheat proteome. Of the 1809 SNPs from leaf rust resistance QTLs in seedling and adult stages of wheat, 126 SNPs were found within coding regions of these genes or their neighborhood (5 Kb upstream from transcription start site [TSS] or downstream from transcription termination site [TTS] of the genes). Forty-three of these SNPs for adult resistance and 18 SNPs for seedling resistance reside within coding or neighboring regions of the ABC genes whereas 14 SNPs for adult resistance and 29 SNPs for seedling resistance reside within coding or neighboring regions of the NLR gene. Moreover, we found 17 nonsynonymous SNPs for adult resistance and five SNPs for seedling resistance in the ABC genes, and five nonsynonymous SNPs for adult resistance and six SNPs for seedling resistance in the NLR genes. Most of these coding SNPs were predicted to alter encoded amino acids and such information may serve as a starting point towards more thorough molecular and functional characterization of the designated Lr genes. Using the primer sequences of 99 known non-SNP markers from leaf rust resistance QTLs, we found candidate genes closely linked to these markers, including Lr34 with distances to its two gene-specific markers being 1212 bases (to cssfr1) and 2189 bases (to cssfr2). CONCLUSION: This study represents a comprehensive analysis of ABC, NLR and START genes in the hexaploid wheat genome and their physical relationships with QTLs for leaf rust resistance at seedling and adult stages. Our analysis suggests that the ABC (and START) genes are more likely to be co-located with QTLs for race-nonspecific, adult resistance whereas the NLR genes are more likely to be co-located with QTLs for race-specific resistance that would be often expressed at the seedling stage. Though our analysis was hampered by inaccurate or unknown physical positions of numerous QTLs due to the incomplete assembly of the complex hexaploid wheat genome that is currently available, the observed associations between (i) QTLs for race-specific resistance and NLR genes and (ii) QTLs for nonspecific resistance and ABC genes will help discover SNP variants for leaf rust resistance at seedling and adult stages. The genes containing nonsynonymous SNPs are promising candidates that can be investigated in future studies as potential new sources of leaf rust resistance in wheat breeding.


Subject(s)
Basidiomycota/physiology , Disease Resistance/genetics , Genes, Plant , Host-Pathogen Interactions/genetics , Triticum/genetics , Amino Acid Sequence , Gene Expression , Multigene Family , NLR Proteins/genetics , Plant Diseases
3.
BMC Genomics ; 17: 573, 2016 08 08.
Article in English | MEDLINE | ID: mdl-27503086

ABSTRACT

BACKGROUND: Many genes involved in responses to photoperiod and vernalization have been characterized or predicted in Arabidopsis (Arabidopsis thaliana), Brachypodium (Brachypodium distachyon), wheat (Triticum aestivum) and barley (Hordeum vulgare). However, little is known about the transcription regulation of these genes, especially in the large, complex genomes of wheat and barley. RESULTS: We identified 68, 60, 195 and 61 genes that are known or postulated to control pathways of photoperiod (PH), vernalization (VE) and pathway integration (PI) in Arabidopsis, Brachypodium, wheat and barley for predicting transcription factor binding sites (TFBSs) in the promoters of these genes using the FIMO motif search tool of the MEME Suite. The initial predicted TFBSs were filtered to confirm the final numbers of predicted TFBSs to be 1066, 1379, 1528, and 789 in Arabidopsis, Brachypodium, wheat and barley, respectively. These TFBSs were mapped onto the PH, VE and PI pathways to infer about the regulation of gene expression in Arabidopsis and cereal species. The GC contents in promoters, untranslated regions (UTRs), coding sequences and introns were higher in the three cereal species than those in Arabidopsis. The predicted TFBSs were most abundant for two transcription factor (TF) families: MADS-box and CSD (cold shock domain). The analysis of publicly available gene expression data showed that genes with similar numbers of MADS-box and CSD TFBSs exhibited similar expression patterns across several different tissues and developmental stages. The intra-specific Tajima D-statistics of TFBS motif diversity showed different binding specificity among different TF families. The inter-specific Tajima D-statistics suggested faster TFBS divergence in TFBSs than in coding sequences and introns. Mapping TFBSs onto the PH, VE and PI pathways showed the predominance of MADS-box and CSD TFBSs in most genes of the four species, and the difference in the pathway regulations between Arabidopsis and the three cereal species. CONCLUSION: Our approach to associating the key flowering genes with their potential TFs through prediction of putative TFBSs provides a framework to explore regulatory mechanisms of photoperiod and vernalization responses in flowering plants. The predicted TFBSs in the promoters of the flowering genes provide a basis for molecular characterization of transcription regulation in the large, complex genomes of important crop species, wheat and barley.


Subject(s)
Binding Sites , Computational Biology/methods , Edible Grain/genetics , Photoperiod , Promoter Regions, Genetic , Transcription Factors/metabolism , Chromosome Mapping , Edible Grain/metabolism , Flowers/genetics , Flowers/metabolism , Gene Expression Profiling , Gene Expression Regulation, Plant , Genes, Plant , Genomics/methods , Metabolic Networks and Pathways
4.
Int J Plant Genomics ; 2015: 874361, 2015.
Article in English | MEDLINE | ID: mdl-26435710

ABSTRACT

Early flowering is an important trait influencing grain yield and quality in wheat (Triticum aestivum L.) and barley (Hordeum vulgare L.) in short-season cropping regions. However, due to large and complex genomes of these species, direct identification of flowering genes and their molecular characterization remain challenging. Here, we used a bioinformatic approach to predict flowering-related genes in wheat and barley from 190 known Arabidopsis (Arabidopsis thaliana (L.) Heynh.) flowering genes. We identified 900 and 275 putative orthologs in wheat and barley, respectively. The annotated flowering-related genes were clustered into 144 orthologous groups with one-to-one, one-to-many, many-to-one, and many-to-many orthology relationships. Our approach was further validated by domain and phylogenetic analyses of flowering-related proteins and comparative analysis of publicly available microarray data sets for in silico expression profiling of flowering-related genes in 13 different developmental stages of wheat and barley. These further analyses showed that orthologous gene pairs in three critical flowering gene families (PEBP, MADS, and BBX) exhibited similar expression patterns among 13 developmental stages in wheat and barley, suggesting similar functions among the orthologous genes with sequence and expression similarities. The predicted candidate flowering genes can be confirmed and incorporated into molecular breeding for early flowering wheat and barley in short-season cropping regions.

5.
Plant Physiol ; 167(3): 887-904, 2015 Mar.
Article in English | MEDLINE | ID: mdl-25585619

ABSTRACT

PHOSPHOLIPID:DIACYLGLYCEROL ACYLTRANSFERASE (PDAT) is an enzyme that catalyzes the transfer of a fatty acyl moiety from the sn-2 position of a phospholipid to the sn-3-position of sn-1,2-diacylglyerol, thus forming triacylglycerol and a lysophospholipid. Although the importance of PDAT in triacylglycerol biosynthesis has been illustrated in some previous studies, the evolutionary relationship of plant PDATs has not been studied in detail. In this study, we investigated the evolutionary relationship of the PDAT gene family across the green plants using a comparative phylogenetic framework. We found that the PDAT candidate genes are present in all examined green plants, including algae, lowland plants (a moss and a lycophyte), monocots, and eudicots. Phylogenetic analysis revealed the evolutionary division of the PDAT gene family into seven major clades. The separation is supported by the conservation and variation in the gene structure, protein properties, motif patterns, and/or selection constraints. We further demonstrated that there is a eudicot-wide PDAT gene expansion, which appears to have been mainly caused by the eudicot-shared ancient gene duplication and subsequent species-specific segmental duplications. In addition, selection pressure analyses showed that different selection constraints have acted on three core eudicot clades, which might enable paleoduplicated PDAT paralogs to either become nonfunctionalized or develop divergent expression patterns during evolution. Overall, our study provides important insights into the evolution of the plant PDAT gene family and explores the evolutionary mechanism underlying the functional diversification among the core eudicot PDAT paralogs.


Subject(s)
Diacylglycerol O-Acyltransferase/genetics , Genes, Plant , Plants/enzymology , Plants/genetics , Selection, Genetic , Sequence Homology, Nucleic Acid , Amino Acid Motifs , Amino Acid Sequence , Conserved Sequence/genetics , Diacylglycerol O-Acyltransferase/chemistry , Evolution, Molecular , Exons/genetics , Gene Duplication , Introns/genetics , Isoelectric Point , Likelihood Functions , Molecular Sequence Data , Multigene Family , Phylogeny , Plant Proteins/chemistry , Plant Proteins/genetics , Sequence Alignment , Species Specificity
6.
PLoS One ; 9(8): e104694, 2014.
Article in English | MEDLINE | ID: mdl-25137133

ABSTRACT

Cholangiocellular carcinoma (CCA) of the liver was the target of more interest, recently, due mainly to its increased incidence and possible association to new environmental factors. Somatic mitochondrial DNA (mtDNA) mutations have been found in several cancers. Some of these malignancies contain changes of mtDNA, which are not or, very rarely, found in the mtDNA databases. In terms of evolutionary genetics and oncology, these data are extremely interesting and may be considered a sign of poor fitness, which may conduct in some way to different cellular processes, including carcinogenesis. MitoChip analysis is a strong tool for investigations in experimental oncology and was carried out on three CCA cell lines (HuCCT1, Huh-28 and OZ) with different outcome in human and a Papova-immortalized normal hepatocyte cell line (THLE-3). Real time quantitative PCR, western blot analysis, transmission electron microscopy, confocal laser microscopy, and metabolic assays including L-Lactate and NAD+/NADH assays were meticulously used to identify mtDNA copy number, oxidative phosphorylation (OXPHOS) content, ultrastructural morphology, mitochondrial membrane potential (ΔΨm), and differential composition of metabolites, respectively. Among 102 mtDNA changes observed in the CCA cell lines, 28 were non-synonymous coding region alterations resulting in an amino acid change. Thirty-eight were synonymous and 30 involved ribosomal RNA (rRNA) and transfer RNA (tRNA) regions. We found three new heteroplasmic mutations in two CCA cell lines (HuCCT1 and Huh-28). Interestingly, mtDNA copy number was decreased in all three CCA cell lines, while complexes I and III were decreased with depolarization of mitochondria. L-Lactate and NAD+/NADH assays were increased in all three CCA cell lines. MtDNA alterations seem to be a common event in CCA. This is the first study using MitoChip analysis with comprehensive metabolic studies in CCA cell lines potentially creating a platform for future studies on the interactions between normal and neoplastic cells.


Subject(s)
Bile Duct Neoplasms/genetics , Cholangiocarcinoma/genetics , Gene Expression Regulation, Neoplastic , Mitochondria/genetics , Mitochondrial Proteins/genetics , Amino Acid Substitution , Bile Duct Neoplasms/metabolism , Bile Duct Neoplasms/pathology , Bile Ducts, Intrahepatic/metabolism , Bile Ducts, Intrahepatic/pathology , Cell Line, Tumor , Cholangiocarcinoma/metabolism , Cholangiocarcinoma/pathology , DNA Copy Number Variations , Gene Expression Profiling , Hepatocytes/metabolism , Hepatocytes/pathology , Humans , Lactic Acid/metabolism , Membrane Potential, Mitochondrial , Mitochondria/metabolism , Mitochondrial Proteins/metabolism , Molecular Sequence Annotation , Mutation , NAD/metabolism , Oxidative Phosphorylation , RNA, Ribosomal/genetics , RNA, Ribosomal/metabolism , RNA, Transfer/genetics , RNA, Transfer/metabolism
7.
Genome ; 56(10): 592-8, 2013 Oct.
Article in English | MEDLINE | ID: mdl-24237340

ABSTRACT

Genetic variation in Gir cattle (Bos indicus) has so far not been well characterized. In this study, we used whole genome sequencing of three Gir bulls and a pooled sample from another 11 bulls to identify polymorphisms and loci under selection. A total of 9 990 733 single nucleotide polymorphisms (SNPs) and 604 308 insertion/deletions (indels) were discovered in Gir samples, of which 62.34% and 83.62%, respectively, are previously unknown. Moreover, we detected 79 putative selective sweeps using the sequence data of the pooled sample. One of the most striking sweeps harbours several genes belonging to the cathelicidin gene family, such as CAMP, CATHL1, CATHL2, and CATHL3, which are related to pathogen- and parasite-resistance. Another interesting region harbours genes encoding mitogen-activated protein kinases, which are involved in directing cellular responses to a variety of stimuli, such as osmotic stress and heat shock. These findings are particularly interesting because Gir is resistant to hot temperatures and tropical diseases. This initial selective sweep analysis of Gir cattle has revealed a number of loci that could be important for their adaptation to tropical climates.


Subject(s)
Antimicrobial Cationic Peptides/genetics , Cattle/genetics , Genome , Selection, Genetic , Sequence Analysis, DNA , Adaptation, Physiological , Animals , Genetic Loci , INDEL Mutation , Male , Multigene Family , Polymorphism, Single Nucleotide , Tropical Climate , Cathelicidins
8.
Theor Appl Genet ; 126(5): 1305-19, 2013 May.
Article in English | MEDLINE | ID: mdl-23377560

ABSTRACT

The plant-specific B3 superfamily of transcription factors has diverse functions in plant growth and development. Using a genome-wide domain analysis, we identified 92, 187, 58, 90, 81, 55, and 77 B3 transcription factor genes in the sequenced genome of Arabidopsis, Brassica rapa, castor bean (Ricinus communis), cocoa (Theobroma cacao), soybean (Glycine max), maize (Zea mays), and rice (Oryza sativa), respectively. The B3 superfamily has substantially expanded during the evolution in eudicots particularly in Brassicaceae, as compared to monocots in the analysis. We observed domain duplication in some of these B3 proteins, forming more complex domain architectures than currently understood. We found that the length of B3 domains exhibits a large variation, which may affect their exact number of α-helices and ß-sheets in the core structure of B3 domains, and possibly have functional implications. Analysis of the public microarray data indicated that most of the B3 gene pairs encoding Arabidopsis-rice orthologs are preferentially expressed in different tissues, suggesting their different roles in these two species. Using ESTs in crops, we identified many B3 genes preferentially expressed in reproductive tissues. In a sequence-based quantitative trait loci analysis in rice and maize, we have found many B3 genes associated with traits such as grain yield, seed weight and number, and protein content. Our results provide a framework for future studies into the function of B3 genes in different phases of plant development, especially the ones related to traits in major crops.


Subject(s)
Brassicaceae/genetics , Evolution, Molecular , Genes, Plant/genetics , Genome, Plant/genetics , Quantitative Trait Loci , Transcription Factors/genetics , Arabidopsis/genetics , Cacao/genetics , Oryza/genetics , Phylogeny , Glycine max/genetics , Zea mays/genetics
9.
Plant J ; 74(4): 663-77, 2013 May.
Article in English | MEDLINE | ID: mdl-23425240

ABSTRACT

The transcription factor TRANSPARENT TESTA 16 (TT16) plays an important role in endothelial cell specification and proanthocyanidin (PA) accumulation. However, its precise regulatory function with regard to the expression of endothelial-associated genes in developing seeds, and especially in the PA-producing inner integument, remains largely unknown. Therefore, we endeavored to characterize four TT16 homologs from the allotetraploid oil crop species Brassica napus, and systematically explore their regulatory function in endothelial development. Our results indicated that all four BnTT16 genes were predominantly expressed in the early stages of seed development, but at distinct levels, and encoded functional proteins. Bntt16 RNA interference lines exhibited abnormal endothelial development and decreased PA content, while PA polymerization was not affected. In addition to the previously reported function of TT16 in the transcriptional regulation of anthocyanidin reductase (ANR) and dihydroflavonol reductase (TT3), we also determined that BnTT16 proteins played a significant role in the transcriptional regulation of five other genes involved in the PA biosynthetic pathway (P < 0.01). Moreover, we identified two genes involved in inner integument development that were strongly regulated by the BnTT16 proteins (TT2 and δ-vacuolar processing enzyme). These results will better our understanding of the precise role of TT16 in endothelial development in Brassicaceae species, and could potentially be used for the future improvement of oilseed crops.


Subject(s)
Brassica napus/genetics , Gene Expression Regulation, Developmental , Plant Proteins/genetics , Proanthocyanidins/metabolism , Seeds/genetics , Amino Acid Sequence , Arabidopsis/cytology , Arabidopsis/genetics , Arabidopsis/growth & development , Arabidopsis/metabolism , Brassica napus/cytology , Brassica napus/growth & development , Brassica napus/metabolism , Gene Expression Regulation, Plant , Genomics , MADS Domain Proteins/genetics , MADS Domain Proteins/metabolism , Molecular Sequence Data , Mutagenesis, Insertional , Organ Specificity , Phenotype , Phylogeny , Plant Proteins/metabolism , Plants, Genetically Modified , Seeds/cytology , Seeds/growth & development , Seeds/metabolism , Sequence Alignment , Sequence Homology, Amino Acid , Transgenes
10.
Plant Physiol ; 160(2): 978-89, 2012 Oct.
Article in English | MEDLINE | ID: mdl-22846192

ABSTRACT

Transparent Testa16 (TT16), a transcript regulator belonging to the B(sister) MADS box proteins, regulates proper endothelial differentiation and proanthocyanidin accumulation in the seed coat. Our understanding of its other physiological roles, however, is limited. In this study, the physiological and developmental roles of TT16 in an important oil crop, canola (Brassica napus), were dissected by a loss-of-function approach. RNA interference (RNAi)-mediated down-regulation of tt16 in canola caused dwarf phenotypes with a decrease in the number of inflorescences, flowers, siliques, and seeds. Fluorescence microscopy revealed that tt16 deficiency affects pollen tube guidance, resulting in reduced fertility and negatively impacting embryo and seed development. Moreover, Bntt16 RNAi plants had reduced oil content and altered fatty acid composition. Transmission electron microscopy showed that the seeds of the RNAi plants had fewer oil bodies than the nontransgenic plants. In addition, tt16 RNAi transgenic lines were more sensitive to auxin. Further analysis by microarray showed that tt16 down-regulation alters the expression of genes involved in gynoecium and embryo development, lipid metabolism, auxin transport, and signal transduction. The broad regulatory function of TT16 at the transcriptional level may explain the altered phenotypes observed in the transgenic lines. Overall, the results uncovered important biological roles of TT16 in plant development, especially in fatty acid synthesis and embryo development.


Subject(s)
Brassica napus/embryology , Lipids/biosynthesis , MADS Domain Proteins/metabolism , Seeds/growth & development , Biological Transport , Brassica napus/genetics , Brassica napus/metabolism , Fatty Acids/biosynthesis , Fatty Acids, Monounsaturated/metabolism , Gene Expression Regulation, Plant , Genes, Plant , Indoleacetic Acids/metabolism , Lipid Metabolism , MADS Domain Proteins/genetics , Microscopy, Electron, Transmission , Oligonucleotide Array Sequence Analysis , Phenotype , Plant Cells/metabolism , Plant Cells/ultrastructure , Plants, Genetically Modified/embryology , Plants, Genetically Modified/metabolism , Pollen/growth & development , Pollination , RNA Interference , Rapeseed Oil , Seeds/ultrastructure , Self-Fertilization , Signal Transduction
11.
BMC Genomics ; 12: 286, 2011 Jun 02.
Article in English | MEDLINE | ID: mdl-21635767

ABSTRACT

BACKGROUND: In Arabidopsis, a large number of genes involved in the accumulation of seed storage reserves during seed development have been characterized, but the relationship of gene expression and regulation underlying this physiological process remains poorly understood. A more holistic view of this molecular interplay will help in the further study of the regulatory mechanisms controlling seed storage compound accumulation. RESULTS: We identified gene coexpression networks in the transcriptome of developing Arabidopsis (Arabidopsis thaliana) seeds from the globular to mature embryo stages by analyzing publicly accessible microarray datasets. Genes encoding the known enzymes in the fatty acid biosynthesis pathway were found in one coexpression subnetwork (or cluster), while genes encoding oleosins and seed storage proteins were identified in another subnetwork with a distinct expression profile. In the triacylglycerol assembly pathway, only the genes encoding diacylglycerol acyltransferase 1 (DGAT1) and a putative cytosolic "type 3" DGAT exhibited a similar expression pattern with genes encoding oleosins. We also detected a large number of putative cis-acting regulatory elements in the promoter regions of these genes, and promoter motifs for LEC1 (LEAFY COTYLEDON 1), DOF (DNA-binding-with-One-Finger), GATA, and MYB transcription factors (TF), as well as SORLIP5 (Sequences Over-Represented in Light-Induced Promoters 5), are overrepresented in the promoter regions of fatty acid biosynthetic genes. The conserved CCAAT motifs for B3-domain TFs and binding sites for bZIP (basic-leucine zipper) TFs are enriched in the promoters of genes encoding oleosins and seed storage proteins. CONCLUSIONS: Genes involved in the accumulation of seed storage reserves are expressed in distinct patterns and regulated by different TFs. The gene coexpression clusters and putative regulatory elements presented here provide a useful resource for further experimental characterization of protein interactions and regulatory networks in this process.


Subject(s)
Arabidopsis/genetics , Gene Expression Profiling , Genes, Plant/genetics , Multigene Family/genetics , Regulatory Sequences, Nucleic Acid/genetics , Seeds/genetics , Arabidopsis/growth & development , Arabidopsis/metabolism , Base Sequence , Fatty Acids/biosynthesis , Gene Regulatory Networks , Plant Proteins/genetics , Plant Proteins/metabolism , Seeds/growth & development , Seeds/metabolism
12.
Plant Mol Biol ; 68(3): 301-15, 2008 Oct.
Article in English | MEDLINE | ID: mdl-18642093

ABSTRACT

Asynchronous ripening of individual grape berries within clusters can lead to inconsistent organoleptic characteristics for wine making. Ripening initiation in grape berries is non-climacteric and not well understood at the molecular level. Evidence is lacking for a single master switch controlling this process, such as the established role for ethylene in climacteric fruit ripening. We used Affymetrix microarray analyses of 32 individual Vitis vinifera cv. Cabernet Sauvignon berries sampled from two clusters at 50% ripening initiation. By delineating four developmental stages of ripening initiation, we demonstrate that pigmentation is a statistically significant indicator of transcriptional state during ripening initiation. We report on clustered gene expression patterns which were mined for genes annotated with signal transduction functions in order to advance regulatory network modeling of ripening initiation in grape berries. Abscisic acid has previously been demonstrated to be an important signaling component regulating ripening initiation in grapevine. We demonstrate via real-time RT-PCR analyses that up-regulation of a 9-cis-epoxycarotenoid gene family member, VvNCED2, in grape seed and pericarp and a putative ortholog to a reported abscisic acid receptor, VvGCR2, are correlated with ripening initiation. Our results suggest a role for these genes in abscisic acid signaling during ripening initiation.


Subject(s)
Fruit/growth & development , Fruit/metabolism , Gene Expression Regulation, Plant , Pigmentation/physiology , Pigments, Biological/metabolism , Vitis/growth & development , Vitis/metabolism , Cluster Analysis , Fruit/genetics , Phenotype , Phylogeny , Transcription, Genetic , Vitis/genetics
13.
Gene ; 402(1-2): 40-50, 2007 Nov 01.
Article in English | MEDLINE | ID: mdl-17761391

ABSTRACT

We report the generation and analysis of a total of 77,583 expressed sequence tags (ESTs) from two grapevine (Vitis vinifera L.) cultivars, Cabernet Sauvignon (wine grape) and Muscat Hamburg (table grape) with a focus on EST sequence quality and assembly optimization. The majority of the ESTs were derived from normalized cDNA libraries representing berry pericarp and seed developmental series, pooled non-berry tissues including root, flower, and leaf in Cabernet Sauvignon, and pooled tissues of berry, seed, and flower in Muscat Hamburg. EST and unigene sequence quality were determined by computational filtering coupled with small-scale contig reassembly, manual review, and BLAST analyses. EST assembly was optimized to better discriminate among closely related paralogs using two independent grape sequence sets, a previously published set of Vitis spp. gene families and our EST dataset derived from pooled leaf, flower, and root tissues of Cabernet Sauvignon. Sequence assembly within individual libraries indicated that those prepared from pooled tissues contributed the most to gene discovery. Annotations based upon searches against multiple databases including tomato and strawberry sequences helped to identify putative functions of ESTs and unigenes, particularly with respect to fleshy fruit development. Sequence comparison among the three wine grape libraries identified a number of genes preferentially expressed in the pericarp tissue, including transcription factors, receptor-like protein kinases, and hexose transporters. Gene ontology (GO) classification in the biological process aspect showed that GO categories corresponding to 'transport' and 'cell organization and biogenesis', which are associated with metabolite movement and cell wall structural changes during berry ripening, were higher in pericarp than in other tissues in the wine grape studied. The sequence data were used to characterize potential roles of new genes in berry development and composition.


Subject(s)
Expressed Sequence Tags , Genes, Plant , Vitis/genetics , Fruit/genetics , Fruit/growth & development , Gene Expression Regulation, Plant , Gene Library , Models, Biological , Sequence Analysis, DNA , Vitis/growth & development , Vitis/metabolism
14.
BMC Plant Biol ; 6: 27, 2006 Nov 14.
Article in English | MEDLINE | ID: mdl-17105665

ABSTRACT

BACKGROUND: Accuracy in quantitative real-time RT-PCR is dependent on high quality RNA, consistent cDNA synthesis, and validated stable reference genes for data normalization. Reference genes used for normalization impact the results generated from expression studies and, hence, should be evaluated prior to use across samples and treatments. Few statistically validated reference genes have been reported in grapevine. Moreover, success in isolating high quality RNA from grapevine tissues is typically limiting due to low pH, and high polyphenolic and polysaccharide contents. RESULTS: We describe optimization of an RNA isolation procedure that compensates for the low pH found in grape berries and improves the ability of the RNA to precipitate. This procedure was tested on pericarp and seed developmental series, as well as steady-state leaf, root, and flower tissues. Additionally, the expression stability of actin, AP47 (clathrin-associated protein), cyclophilin, EF1-alpha (elongation factor 1-alpha), GAPDH (glyceraldehyde 3-phosphate dehydrogenase), MDH (malate dehydrogenase), PP2A (protein phosphatase), SAND, TIP41, alpha-tubulin, beta-tubulin, UBC (ubiquitin conjugating enzyme), UBQ-L40 (ubiquitin L40) and UBQ10 (polyubiquitin) were evaluated on Vitis vinifera cv. Cabernet Sauvignon pericarp using three different statistical approaches. Although several of the genes proved to be relatively stable, no single gene outperformed all other genes in each of the three evaluation methods tested. Furthermore, the effect of using one reference gene versus normalizing to the geometric mean of several genes is presented for the expression of an aquaporin and a sucrose transporter over a developmental series. CONCLUSION: In order to quantify relative transcript abundances accurately using real-time RT-PCR, we recommend that combinations of several genes be used for normalization in grape berry development studies. Our data support GAPDH, actin, EF1-alpha and SAND as the most relevant reference genes for this purpose.


Subject(s)
RNA, Plant/isolation & purification , Reverse Transcriptase Polymerase Chain Reaction/methods , Vitis/genetics , Aquaporins/genetics , Gene Expression Regulation, Developmental/genetics , Gene Expression Regulation, Plant/genetics , Genes, Plant/genetics , Hydrogen-Ion Concentration , Membrane Transport Proteins/genetics , Plant Proteins/genetics , RNA, Plant/genetics , RNA, Plant/metabolism , Reproducibility of Results , Vitis/growth & development
15.
Gerontology ; 49(6): 384-91, 2003.
Article in English | MEDLINE | ID: mdl-14624068

ABSTRACT

BACKGROUND: It is customary for many neurologists to think that dementia is a disease. This view is based on the following reasons: (1) a brain disease is the cause of cognitive impairment; (2) therefore, such cognitive impairment is substituted for the disease, becoming dementia, which is then also regarded as a mental disease. OBJECTIVE: In this brief article, I take exception to such a view, contrary to the common belief in the medical field, on the ground that senile plaques and/or neurofibrillary tangles or any other factors cause neuronal apoptosis but they do not cause dementia directly. METHODS: Literature on dementia and aphasia are critically and briefly reviewed to get the historical perspective that it is the progressive neuronal losses, losing brain functions as a result, that cause dementia; that is, brain diseases cause neuronal losses which then result in the decrease of brain functions, thereby leading to dementia. RESULTS: There is no direct cause-effect relationship between brain disease, be it caused by vascular factors or not, and dementia which is the consequence or sequela of neuronal losses. CONCLUSIONS: It is concluded that dementia is not a disease and yet it occurs not only in Parkinson's disease, Alzheimer's disease (AD), Huntington's disease and Pick's disease, but also in any other neurodegenerative disease, e.g., spinocerebellar ataxia, or vascular disease, e.g., Binswanger's disease, as part of the process of aging; in fact, AD is now regarded by some as a vascular disorder with neurodegenerative consequence, rather than a neurodegenerative disorder with vascular consequence. But vascular disorder is misleading if AD includes both neurofibrillary tangles and senile plaques; on the other hand, AD cannot be a vascular disorder if it includes only neurofibrillary tangles, as it should. Dementia, in this context, is re-defined as the differential manifestation of deteriorating brain functions over time as a part of aging due to cell deaths in the brain caused by any neurodegenerative disease. Its prominent symptoms are language disorders which must be distinguished from aphasias. It is also suggested that in fairness to Fischer, senile plaques be designated as Fischer's disease separate from neurofibrillary tangles for which AD was originally named as an eponym.


Subject(s)
Dementia/etiology , Dementia/pathology , Neurodegenerative Diseases/complications , Neurofibrillary Tangles/pathology , Plaque, Amyloid/pathology , Alzheimer Disease/complications , Aphasia/etiology , Cell Death , Humans , Pick Disease of the Brain/complications , Terminology as Topic
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