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Like many plants, Populus has an evolutionary history in which several, both recent and more ancient, genome duplication events have occurred and, therefore, constitutes an excellent model system for studying the functional evolution of genes. In the present study, we have focused on the properties of genes with tissue-specific differential expression patterns in poplar. We identified the genes by analyzing digital expression profiles derived by mapping 90,000+ expressed sequence tags (ESTs) from 18 sources to the predicted genes of Populus. Our sequence analysis suggests that tissue-specific differentially expressed genes have less diverged paralogs than average, indicating that gene duplication events is an important event in the pathway leading to this type of expression pattern. The functional analysis showed that genes coding for proteins involved in processes of functional importance for the specific tissue(s) in which they are expressed and genes coding for regulatory or responsive proteins are most common among the differentially expressed genes, demonstrating that the expression differentiation process is under strong selective pressure. Thus, our data supports a model where gene duplication followed by gene specialization or expansion of the regulatory and responsive networks leads to tissue-specific differential expression patterns. We have also searched for clustering of genes with similar expression pattern into gene-expression neighborhoods within the Populus genome. However, we could not detect any major clustering among the analyzed genes with highly specific expression patterns. Electronic supplementary material Supplementary material is available in the online version of this article at and is accessible for authorized users.  相似文献   

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To gain a better understanding of gene expression in bamboo (Bambusa edulis Murno), we have used a combination of suppressive subtractive hybridization (SSH), microarray hybridization analysis, sequencing, and bioinformatics to identify bamboo genes differentially expressed in a bamboo albino mutant. Ten expressed sequence tags (ESTs) were found to be differentially expressed; these were isolated and sequenced. RT-PCR analysis of these ESTs supported the results of the microarray analysis. Six ESTs that were nucleus-encoded exhibited differential expression patterns in the green wild-type bamboo relative to the albino mutant. These genes (exception being the Rubisco small subunit) were non-photosynthesis-related genes. The development of a specific SSH cDNA library in which most of the chloroplast-encoded or photosynthesis-related genes had been subtracted proved to be useful for studying the function of non-photosynthesis-related genes in the albino bamboo mutants with aberrant chloroplast genome. The combined use of this SSH library with microarray analysis will provide a powerful analytical tool for future studies of the bamboo genome.  相似文献   

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Background

Brassica napus is the third leading source of vegetable oil in the world after soybean and oil palm. The accumulation of gene sequences, especially expressed sequence tags (ESTs) from plant cDNA libraries, has provided a rich resource for genes discovery including potential antimicrobial peptides (AMPs). In this study, we used ESTs including those generated from B. napus cDNA libraries of seeds, pathogen-challenged leaves and deposited in the public databases, as a model, to perform in silico identification and consequently in vitro confirmation of putative AMP activities through a highly efficient system of recombinant AMP prokaryotic expression.

Results

In total, 35,788 were generated from cDNA libraries of pathogen-challenged leaves and 187,272 ESTs from seeds of B. napus, and the 644,998 ESTs of B. napus were downloaded from the EST database of PlantGDB. They formed 201,200 unigenes. First, all the known AMPs from the AMP databank (APD2 database) were individually queried against all the unigenes using the BLASTX program. A total of 972 unigenes that matched the 27 known AMP sequences in APD2 database were extracted and annotated using Blast2GO program. Among these unigenes, 237 unigenes from B. napus pathogen-challenged leaves had the highest ratio (1.15 %) in this unigene dataset, which is 13 times that of the unigene datasets of B. napus seeds (0.09 %) and 2.3 times that of the public EST dataset. About 87 % of each EST library was lipid-transfer protein (LTP) (32 % of total unigenes), defensin, histone, endochitinase, and gibberellin-regulated proteins. The most abundant unigenes in the leaf library were endochitinase and defensin, and LTP and histone in the pub EST library. After masking of the repeat sequence, 606 peptides that were orthologous matched to different AMP families were found. The phylogeny and conserved structural motifs of seven AMPs families were also analysed. To investigate the antimicrobial activities of the predicted peptides, 31 potential AMP genes belonging to different AMP families were selected to test their antimicrobial activities after bioinformatics identification. The AMP genes were all optimized according to Escherichia coli codon usage and synthetized through one-step polymerase chain reaction method. The results showed that 28 recombinant AMPs displayed expected antimicrobial activities against E. coli and Micrococcus luteus and Sclerotinia sclerotiorum strains.

Conclusion

The study not only significantly expanded the number of known/predicted peptides, but also contributed to long-term plant genetic improvement for increased resistance to diverse pathogens of B.napus. These results proved that the high-throughput method developed that combined an in silico procedure with a recombinant AMP prokaryotic expression system is considerably efficient for identification of new AMPs from genome or EST sequence databases.

Electronic supplementary material

The online version of this article (doi:10.1186/s12864-015-1849-x) contains supplementary material, which is available to authorized users.  相似文献   

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 The agronomic potential of a Brassica napus variant with petalless flowers was compromised by an associated detrimental change in leaf morphology. Genetic analysis demonstrated the cosegregation of genes controlling both morphologies. Two STAP loci controlling the production of flowers with stamenoid petals were mapped to homoeologous locations in the genome of B. napus. The STAP loci were probably duplicate genes because they exhibited an epistatic interaction such that only plants homozygous for recessive stap alleles at both loci expressed the variant phenotype. The CURLY LEAF (CLF) gene of Arabidopsis thaliana pleiotropically influences both flower and leaf morphologies. The cloned CLF gene of Arabidopsis was homologous to a polymorphic B. napus locus coincident with one of the B. napus STAP loci. The possibility that CLF is a candidate gene for STAP suggests that the variant stap alleles of B. napus exert pleiotropic effects over both flower and leaf morphologies. Received: 26 August 1996 / Accepted: 20 September 1996  相似文献   

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A study of about 500 expressed sequence tags (ESTs), derived from a merozoite cDNA library, was initiated as an approach to generate a larger pool of gene information on Eimeria tenella. Of the ESTs, 47.7% had matches with entries in the databases, including ribosomal proteins, metabolic enzymes and proteins with other functions, of which 14.3% represented previously known E. tenella genes. Thus over 50% of the ESTs had no significant database matches. The E. tenella EST dataset contained a range of highly abundant genes comparable with that found in the EST dataset of T. gondii and may thus reflect the importance of such molecules in the biology of the apicomplexan organisms. However, comparison of the two datasets revealed very few homologies between sequences of apical organelle molecules, and provides evidence for sequence divergence between these closely-related parasites. The data presented underpin the potential value of the EST strategy for the discovery of novel genes and may allow for a more rapid increase in the knowledge and understanding of gene expression in the merozoite life cycle stage of Eimeria spp.  相似文献   

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Genes that are expressed during leaf senescence in Brassica napus were identified by the isolation of representative cDNA clones. DNA sequence and deduced protein sequence from two senescence-related cDNAs, LSC94 and LSC222, representing genes that are expressed early in leaf senescence before any yellowing of the leaves is visible, showed similarities to genes for pathogenesis-related (PR) proteins: a PR-1a-like protein and a class IV chitinase, respectively. The LSC94 and LSC222 genes showed differential regulation with respect to each other; an increase in expression was detected at different times during development of healthy leaves. Expression of both genes was induced by salicylic acid treatment. These findings suggest that some PR genes, as well as being induced by pathogen infection, may have alternative functions during plant development, for example in the process of leaf senescence.  相似文献   

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为研究甘蓝型油菜磷酸甘油酸激酶(PGK)基因表达特性,在对拟南芥PGK基因家族生物信息学分析的基础上,通过电子克隆方法获得3个甘蓝型油菜PGK基因(BnPGK1、BnPGK2、BnPGK3)。分别设计特异引物,以甘蓝型油菜雄性不育系09A和保持系09B的cDNA为模板克隆BnPGK基因全长序列。根据获得的cDNA序列设计实时荧光定量特异引物,采用实时荧光定量PCR技术,研究油菜雄性不育系与保持系PGK基因表达差异。结果显示:BnPGK基因在甘蓝型油菜雄性不育系09A和保持系09B的根、茎、叶、花蕾中均有表达,属组成性表达。除茎中的BnPGK3外,BnPGK其它基因在根、茎、叶中的表达均表现为09A高于09B,而在花蕾中均为09B高于09A,BnPGK1和BnPGK3在09B中的表达量是09A中的2倍以上。  相似文献   

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Suppressive subtraction hybridization (SSH) was used to identify differentially expressed genes caused by a chlorophyll-reduced mutation in B. napus. The cDNA fragments, derived from SSH positive subtractive library (tester: normal wild type, driver: mutant) were cloned into pMD18-T vector. Two hundred SSH cDNA clones were screened by dot blot array, and 151 clones were identified as differentially expressed cDNA fragments in Cr3529 line. Thirty-six positive clones which showed marked expression differences were selected and sequenced. After redundant cDNAs were removed, 33 differentially expressed unique cDNA section clones were obtained. Among the 33 clones, two clones possess different parts of the cDNA sequence of the same gene coding geranylgeranyl reductase, four clones belong to unknown proteins, and the rest share homology to genes of diverse class. Sequence analysis showed that at least 12 genes were discovered to be related to the photosynthesis, seven of them coded the proteins which belong to the subunit of photosystem 2. RNA gel blot analysis showed that compared with 3529, the gene expression of the chlorophyll a/b-binding protein Lhcb2 in photosystem 2 declined markedly in the cotyledons and seedling leaves of Cr3529, indicating that the reduced light-harvesting complex 2 accumulation in thylakoid membrane of Cr3529 was due to the decrease of the related gene mRNA level for translation.  相似文献   

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