梅花鹿鹿茸尖端组织ESTs分析

文章通过对东北梅花鹿(Cervus nippon hortulorum)鹿茸尖端组织cDNA文库随机测序获得了906条高质量ESTs,906条ESTs拼接后代表了701个Unigenes,其中包括重叠群86个,单拷贝615个。Blast分析显示具已知和推测功能的基因580个(82.7%),通过Gene Ontology(GO)分类对获得的580个功能基因进行了包括分子功能、生物过程和细胞组分在内的3个层次的功能注释,并根据BLAST的注释结果及进一步的筛选与分析,共得到39条与鹿茸尖端组织生长发育相关的基因。cDNA文库的构建和ESTs分析填补了鹿科动物在NCBI公共数据库上基因组信息的空白,并为科学的开发和利用梅花鹿资源提供了重要的理论依据。     

Expressed sequence tags-based identification of genes in the biocontrol agent <Emphasis Type="Italic">Chaetomium cupreum</Emphasis>

Chaetomium cupreum has a potential as biocontrol agent against a range of plant pathogens on the basis of production of antifungal metabolites, mycoparasitism, competition for space and nutrients, or various combinations of these. To explore genes expressed in C. cupreum, a cDNA library was constructed from mycelium and 3,066 expressed sequence tags (ESTs) were generated. Clusters analysis enabled the identification of 1,471 unigenes with 392 contigs and 1,079 singleton sequences. Putative functions were assigned to 874 unigenes that exhibited strong similarity to genes/ESTs in public databases putatively containing genes involved in cellular component, molecular function, and biological process. Other 597 ESTs representing novel genes showed no significant similarity to public database resource of NCBI. A proportion of genes was identified related to degradation of pathogen cell wall, antifungal metabolite production, as was estimated in the biocontrol fungus. The paper described is a first step towards the knowledge of the C. cupreum genome. The results present the useful application of EST analysis on C. cupreum and provide a preliminary indication of gene expression putatively involved in biocontrol.     

Preparation and Analysis of an Expressed Sequence Tag Library from the Toxic Dinoflagellate <Emphasis Type="Italic">Alexandrium catenella</Emphasis>

Dinoflagellates of the genus Alexandrium are photosynthetic microalgae that have an extreme importance due to the impact of some toxic species on shellfish aquaculture industry. Alexandrium catenella is the species responsible for the production of paralytic shellfish poisoning in Chile and other geographical areas. We have constructed a cDNA library from midexponential cells of A. catenella grown in culture free of associated bacteria and sequenced 10,850 expressed sequence tags (ESTs) that were assembled into 1,021 contigs and 5,475 singletons for a total of 6,496 unigenes. Approximately 41.6% of the unigenes showed similarity to genes with predicted function. A significant number of unigenes showed similarity with genes from other dinoflagellates, plants, and other protists. Among the identified genes, the most expressed correspond to those coding for proteins of luminescence, carbohydrate metabolism, and photosynthesis. The sequences of 9,847 ESTs have been deposited in Gene Bank (accession numbers EX 454357–464203).     

Construction and characterization of normalized cDNA library of maize inbred MO17 from multiple tissues and developmental stages

A comprehensive complementary DNA (cDNA) library is a valuable resource for functional genomics. In this study, we set up a normalized cDNA library of Mo17 (MONL) by saturation hybridization with genomic DNA, which contained expressed genes of eight tissues and organs from inbred Mo17 of maize (Zea mays L.). In this library, the insert sizes range from 0.4 kb to 4 kb and the average size is 1.18 kb. 10 830 clones were spotted on nylon membrane to make a cDNA microarray. Randomly picked 300 clones from the cDNA library were sequenced. The cDNA microarray was hybridized with pooled tissue mRNA probes or housekeeping gene cDNA probes. The results showed the normalized cDNA library comprehensively includes tissue-specific genes in which 71% are unique ESTs (expressed sequence tags) based on the 300 sequences analyzed. Using the BLAST program to compare the sequences against online nucleotide databases, 88% sequences were found in ZmDB or NCBI, and 12% sequences were not found in existing nucleotide databases. More than 73% sequences are of unknown function. The library could be extensively used in developing DNA markers, sequencing ESTs, mining new genes, identifying positional cloning and candidate genes, and developing microarrays in maize genomics research.__________From Molekulyarnaya Biologiya, Vol. 39, No. 2, 2005, pp. 198–206.Original English Text Copyright © 2005 by Z. Zhang, F. Zhang, Tang, Pi, Zheng.This article was submitted by the authors in English.     

Comparative analysis of sequences expressed during the liquid-cultured mycelia and fruit body stages of Pleurotus ostreatus

To characterize genes involved in fruit body development, two complementary DNA (cDNA) libraries were constructed from RNA isolated from liquid-cultured mycelia and fruit bodies of Pleurotus ostreatus. Using single-pass sequencing of cDNA clones, 952 and 1069 expressed sequence tags (ESTs) were generated from liquid-cultured mycelia and fruit body cDNA library, respectively. A BLASTX search revealed that 390 of the liquid-cultured mycelia ESTs (41%) and 531 of the fruit body ESTs (50%) showed significant similarity to protein sequences described in the nonredudant database (E values < or =1 x 10(-5)). When liquid-cultured mycelia and fruit body ESTs were compared by the SeqMan II program, among the total of 2021 ESTs, 1256 ESTs were unigenes, and 66 unigenes (5.3%) were commonly expressed during both stages. The functional catalogs of the ESTs were made by comparison with functionally identified Saccharomyces cerevisiae genes. Liquid-cultured mycelium ESTs were compared with fruit body ESTs and changes of the expressed genes during fruit body development were analyzed.     

Expressed sequences from the basidiomycetous tree pathogen Heterobasidion annosum during early infection of scots pine

The pattern of gene expression of the basidiomycete Heterobasidion annosum, causal agent of the root rot of conifers, was analysed during its interaction with pine roots. A complementary DNA (cDNA) library was constructed from total RNA extracted from H. annosum mycelia challenged with Scots pine seedling roots for 6 and 72h. Single pass sequencing of 1148 randomly selected cDNA clones resulted in 923 expressed sequence tags (ESTs). Contig analysis and sequence comparisons identified 318 unigene sequences, of which 62 were repeatedly sampled. A putative cellular function was assigned to 223 contigs (70%) that showed a moderate to high homology to protein sequences from public databases. Variations in expression levels during the infection process were monitored on a set of 96 unigenes by reverse northern using dot hybridisation. Seven unigenes (7%) were shown to be either up (4) or down (3) regulated during interaction of the fungus with pine roots. Fungal genes differentially expressed during contact with roots include genes encoding mitochondrial proteins, a cytochrome P450 and a vacuolar ATP synthase.     

EST-based in silico identification and in vitro test of antimicrobial peptides in Brassica napus

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.     

Transcriptome generation and analysis from spleen of Indian catfish, Clarias batrachus (Linnaeus, 1758) through normalized cDNA library

Catfishes are commercially important fish for both the fisheries and aquaculture industry. Clarias batrachus, an Indian catfish species is economically important owing to its high demand. A normalized cDNA library was constructed from spleen of the Indian catfish to identify genes associated with immune function. One thousand nine hundred thirty seven ESTs were submitted to the GenBank with an average read length of approximately 700 bp. Clustering analysis of ESTs yielded 1,698 unique sequences, including 184 contigs and 1,514 singletons. Significant homology to known genes was found by homology searches against data in GenBank in 576 (34 %) ESTs, including similarity to functionally annotated unigenes for 158 ESTs. Additionally, 433 ESTs revealed similarity to unigenes and ESTs in the dbEST but the remaining 658 EST sequences (39 %) did not match any sequence in GenBank. Of a total of 1,698 ESTs generated, 65 ESTs were found to be associated with immune functions. Gene Ontology and KEGG pathway analyses of C. batrachus ESTs collectively revealed a preponderance of immune relevant pathways apart from the presence of pathways involved in protein processing, localization, folding and protein degradation. This study constitutes first EST analysis of lymphoid organ in aquaculturally important Indian catfish species and could pave the way for further research of immune-related genes and functional genomics in this catfish.     

EST dataset of pituitary and identification of somatolactin and novel genes in Chinese sturgeon, <Emphasis Type="Italic">Acipenser sinensis</Emphasis>

Chinese sturgeon (Acipenser sinensis) is a rare and endangered species and also an important resource for the sturgeon aquaculture industry, however, a few genes have been identified in this species. We report here construction of a pituitary cDNA library from a 24 years old female Chinese sturgeon just after its spawning, and obtained 2,025 ESTs from the library. 885 unique sequences were identified, which were categorized into 12 functional groups. More than half of the unique sequences (57%) do not match with annotated sequences in the public databases. Three of these novel genes were further identified. Notably, a full-length of cDNA (1,143 bp) encoding somatolactin of 232 amino acids was identified. Phylogenetic analysis showed 97% amino acid identity with White sturgeon somatolactin. RT-PCR analysis indicated that the somatolactin mRNA was only detected in pituitary. Pituitary-specific expression of the somatolactin suggested that the protein may play important physiological functions in pituitary-endocrine system of the Chinese sturgeon.     

Expressed sequence tags from persimmon at different developmental stages

Persimmon (Diospyros kaki Thunb.) is an important fruit in Asian countries, where it is eaten as a fresh fruit and is also used for many other purposes. To understand the molecular mechanism of fruit development and ripening in persimmon, we generated a total of 9,952 expressed sequence tags (ESTs) from randomly selected clones of two different cDNA libraries. One cDNA library was derived from fruit of “Saijo” persimmon at an early stage of development, and the other from ripening fruit. These ESTs were clustered into 6,700 non-redundant sequences. Of the 6,700 non-redundant sequences evaluated, the deduced amino acid sequences of 4,356 (65%) showed significant homology to known proteins, and 2,344 (35%) showed no significant similarity to any known proteins in Arabidopsis databases. We report comparison of genes identified in the two cDNA libraries and describe some putative genes involved in proanthocyanidin and carotenoid synthesis. This study provides the first global overview of a set of genes that are expressed during fruit development and ripening in persimmon.     

Construction and profiling of a cDNA library from young fruit of satsuma mandarin

To profile gene expression in the early stage of fruit development from ‘Nichinan No. 1’ satsuma mandarin (Citrus unshiu Marc.), we isolated total mRNA at 30 d after flowering. A cDNA library was prepared from mature mRNAs and a total of 2350 cDNA clones were partially sequenced. In all, 1914 ESTs were acquired after the removal of the vector sequence and filtering over a minimum length of 150 nucleotides. A total of 763 unigenes, consisting of 138 contigs and 625 singletons, was identified after assembly of those ESTs. According to our homology search with BLASTX against the NCBI database, the deduced amino acid sequences of 253 unigenes were homologous to proteins with known function and 242 unigenes were significantly matched to proteins with putative or unknown functions. The remaining 268 showed no significant similarity to any protein sequences found in the public database with matches higher than an E value of 10^-5. The 253 unigenes matched to proteins with known function were then manually assigned to 10 cellular functional categories using a modified MIPS MATDB classification. The expression level of each gene was analyzed based on the redundancy of cDNA clones in each contig that comprised more than 10 ESTs. Here, the most abundant gene expressed in young fruits was for a chitinase precursor. A miraculin-like protein and a lectin-related protein precursor were also abundant.     

高山植物黄管秦艽cDNA 文库构建与表达序列标签(EST) 分析

黄管秦艽( Gentiana officinalis) 是一种重要的藏药高山植物, 本研究构建了该物种开花期的cDNA 文库。经检测达到中等cDNA 文库水平, 文库滴度为1 . 2×107 pfu&#1089839;ml , 重组率95.9% , 插入片段平均长度大于500 bp。对343 个随机挑选的重组克隆进行部分测序, 获得的ESTs 经编辑后共有181 条有效序列。经生物信息学方法分析181 条表达序列标签(EST) 代表144 个单克隆序列, 其中55 个与已鉴定的基因同源, 35 个序列与未鉴定的EST 匹配, 54 个未找到同源序列; 后两者共有89 个EST 序列未发现功能相似的蛋白。对已鉴定的EST进行功能分析发现, 相关基因主要编码以下蛋白: 与蛋白表达相关的占35%; 光合作用相关的占22%; 新陈代谢相关的占18%; 抗性相关的占11%; 质膜运输和细胞分裂相关的分别占5% ; 染色体变化和细胞信号转导的分别占2%。根据有效EST 序列设计引物, 通过RT-PCR 进一验证了所得EST 的准确性。这些研究结果为将来研究黄管秦艽的功能基因以及该物种与相关物种的群体遗传学、进化生物学等方面提供了基础。     

高山植物黄管秦艽cDNA文库构建与表达序列标签（EST）分析

黄管秦艽（Gentiana officinalis）是一种重要的藏药高山植物,本研究构建了该物种开花期的eDNA文库。经检测达到中等cDNA文库水平,文库滴度为1．2×10^7pfu／ml,重组率95．9％,插入片段平均长度大于500bp。对343个随机挑选的重组克隆进行部分测序,获得的ESTs经编辑后共有181条有效序列。经生物信息学方法分析181条表达序列标签（EST）代表144个单克隆序列,其中55个与已鉴定的基因同源,35个序列与未鉴定的EST匹配,54个未找到同源序列;后两者共有89个EST序列未发现功能相似的蛋白。对已鉴定的EST进行功能分析发现,相关基因主要编码以下蛋白：与蛋白表达相关的占35％;光合作用相关的占笠％;新陈代谢相关的占18％;抗性相关的占11％;质膜运输和细胞分裂相关的分别占5％;染色体变化和细胞信号转导的分别占2％。根据有效EST序列设计引物,通过RT-PCR进一验证了所得EST的准确性。这些研究结果为将来研究黄管秦艽的功能基因以及该物种与相关物种的群体遗传学、进化生物学等方面提供了基础。     

Construction and characterization of a cDNA library from floral organs and fruitlets of <Emphasis Type="Italic">Citrus reticulata</Emphasis>

To explore and isolate genes related to flowering and fruit development, we constructed a cDNA library from floral organs and fruitlets of Ponkan mandarin (Citrus reticulata Blanco). A total of 661 high-quality expressed sequence tags (ESTs) were generated and submitted to GenBank with the accession numbers from GO343532 to GO344192. All these ESTs were assembled into 43 contigs and 296 singletons (totally 339 unigenes). The BLAST2GO software was employed to annotate the unigenes, among which 77 ones had no significant homology with the sequences in NCBI non-redundant proteins database by BLASTX analysis. Additionally, gene ontology (GO) analysis revealed an overview of sequences distribution, which implied some specially expressed genes related to flower and fruit development. Furthermore, some abundantly expressed unigenes involved in several crucial metabolic pathways related to fruit quality were highlighted and three types of homologues of miraculin-like protein2 were analyzed by both semiquantitative RT-PCR and real-time PCR. The results showed different expression profiles of these genes, which meant that they contribute distinctly to fruit development.