Integration of expressed sequence tag data flanking predicted RNA secondary structures facilitates novel non-coding RNA discovery

Many computational methods have been used to predict novel non-coding RNAs (ncRNAs), but none, to our knowledge, have explicitly investigated the impact of integrating existing cDNA-based Expressed Sequence Tag (EST) data that flank structural RNA predictions. To determine whether flanking EST data can assist in microRNA (miRNA) prediction, we identified genomic sites encoding putative miRNAs by combining functional RNA predictions with flanking ESTs data in a model consistent with miRNAs undergoing cleavage during maturation. In both human and mouse genomes, we observed that the inclusion of flanking ESTs adjacent to and not overlapping predicted miRNAs significantly improved the performance of various methods of miRNA prediction, including direct high-throughput sequencing of small RNA libraries. We analyzed the expression of hundreds of miRNAs predicted to be expressed during myogenic differentiation using a customized microarray and identified several known and predicted myogenic miRNA hairpins. Our results indicate that integrating ESTs flanking structural RNA predictions improves the quality of cleaved miRNA predictions and suggest that this strategy can be used to predict other non-coding RNAs undergoing cleavage during maturation.     

Expression of miR-15/107 Family MicroRNAs in Human Tissues and Cultured Rat Brain Cells

The miR-15/107 family comprises a group of 10 paralogous microRNAs （miRNAs）,sharing a 5＇ AGCAGC sequence.These miRNAs have overlapping targets.In order to characterize the expression of miR-15/107 family miRNAs,we employed customized TaqMan Low-Density micro-fluid PCR-array to investigate the expression of miR-15/107 family members,and other selected miRNAs,in 11 human tissues obtained at autopsy including the cerebral cortex,frontal cortex,primary visual cortex,thalamus,heart,lung,liver,kidney,spleen,stomach and skeletal muscle.miR-103,miR-195 and miR-497 were expressed at similar levels across various tissues,whereas miR-107 is enriched in brain samples.We also examined the expression patterns of evolutionarily conserved miR-15/107 miRNAs in three distinct primary rat brain cell preparations （enriched for cortical neurons,astrocytes and microglia,respectively）.In primary cultures of rat brain cells,several members of the miR-15/107 family are enriched in neurons compared to other cell types in the central nervous system （CNS）.In addition to mature miRNAs,we also examined the expression of precursors （pri-miRNAs）.Our data suggested a generally poor correlation between the expression of mature miRNAs and their precursors.In summary,we provide a detailed study of the tissue and cell type-specific expression profile of this highly expressed and phylogenetically conserved family of miRNA genes.     

EST-based analysis of gene expression in the porcine brain

Since pig is an important livestock species worldwide, its gene expression has been investigated intensively, but rarely in brain. In order to study gene expression profiles in the pig central nervous system, we sequenced and analyzed 43,122 highquality 5’ end expressed sequence tags (ESTs) from porcine cerebellum, cortex cerebrum, and brain stem cDNA libraries, involving several different prenatal and postnatal developmental stages. The initial ESTs were assembled into 16,101 clusters and compared to protein and nucleic acid databases in GenBank. Of these sequences, 30.6% clusters matched protein databases and represented function known sequences; 75.1% had significant hits to nucleic acid databases and partial represented known function; 73.3% matched known porcine ESTs; and 21.5% had no matches to any known sequences in GenBank. We used the categories defined by the Gene Ontology to survey gene expression in the porcine brain.     

Cloning and characterization of chitin synthase gene fragments from Penicillium chrysogenum

Abstract We constructed a 3'-directed cDNA library of cleistothecia and Hülle cells of Aspergillus nidulans to examine gene expression patterns of the sexual structures and to have probes necessary to isolate sexual structure-specific genes. Sequencing of 360 randomly selected cDNA clones yielded 272 expressed sequence tags (ESTs), most of which probably represent frequently or less expressed genes in sexual structures of A. nidulans . Among the 272 ESTs, 33 ESTs (87 cDNA clones) appeared more than once and 2 ESTs appeared 6 times; 9 ESTs matched GenBank entries. When compared with sequences obtained from a mycelial 3'-directed cDNA library of A. nidulans , 28 out of 33 ESTs seem to be sexual structure-specific. Northern blot analyses of 20 ESTs showed that 17 are sexual structure-specific. The remaining three ESTs also hybridized with RNA isolated from vegetative mycelia. These results suggest that analyses of ESTs from different cell types or tissues can readily demonstrate gene expression patterns of specific cell types and identify cell type-specific cDNA probes.     

Census of orthologous genes and self-organizing maps of biologically relevant transcriptional patterns in chickens (Gallus gallus)

The launch of large-scale chicken expressed sequence tags (EST) projects has placed the chicken in the lead for the number of EST sequences in agriculturally important animals. More than 451,000 chicken ESTs derived from over 158 libraries have been deposited in the NCBI dbEST database as of December 2003. But how many genes these ESTs represent and how they are expressed in different chicken tissues/organs remain undetermined. In the present research, we developed a human gene-based strategy for census of chicken orthologous genes and identification of their expression patterns. Among 34,157 human coding genes used in the study, BLAST analysis revealed that 11,066 genes provisionally matched 248,628 chicken ESTs. Based on the average EST abundance of the orthologous genes, the current public repository of chicken ESTs could represent 20,000 provisional genes. Analysis of gene expression in 14 single tissues/organs showed that approximately 15% of genes were expressed exclusively in single tissue/organ whereas the remaining 85% of genes were co-expressed in two or more tissues/organs. A majority (91.15%) of genes expressed in chicken embryos were also expressed at post-hatch stages, indicating that most genes activated in chicken embryos could serve housekeeping functions. Self-organizing maps (SOM) analysis organized 8807 provisional genes in selected chicken tissues into 98 clusters with each cluster being indicative of common regulatory factors and pathways. A total of 969 provisional orthologous genes were identified as preferentially expressed genes (PEGs) in various chicken tissues/organs (LOD>3.0). No doubt, the present study on gene expression patterns will provide insight into dynamics of metabolic pathways and tissue/organ programming and reprogramming in chickens.     

Genes expressed in sugarcane maturing internodal tissue

To explore gene expression during sugarcane culm maturation, we performed a partial sequence analysis of random clones from maturing culm total and subtracted cDNA libraries. Database comparisons revealed that of the 337 cDNA sequences analysed, 167 showed sequence homology to gene products in the protein databases, while 111 matched uncharacterised plant expressed sequence tags (ESTs) only. The remaining cDNAs showed no database match and could represent novel genes. The majority of ESTs corresponded to a variety of genes associated with general cellular metabolism. ESTs homologous to various stress response genes were also well represented. Analysis of ESTs from the subtracted library identified genes that may be preferentially expressed during culm maturation. This research has provided a framework for functional gene analysis in sugarcane sucrose-accumulating tissues.     

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。