Using mtDNA Sequences to Estimate SNP Parameters in ESTs

Discovery of single nucleotide polymorphisms (SNPs) requires analysis of redundant sequences such as those available in large public databases. The ability to detect SNPs, especially those of low frequency, is dependent on the depth and scale of the discovery effort. Large numbers of SNPs have been identified by mining large-scale EST surveys and whole genome sequencing projects. These surveys however are subject to ascertainment bias and the inherent errors in large-scale single pass sequencing efforts. For example, the number of steps involved in the construction and sequencing of cDNA libraries make ESTs highly error prone, resulting in an increased frequency of nonvalid SNPs obtained in these surveys. Sequences of mtDNA genes are often incorporated into cDNA libraries as an artifact of the library construction process and are typically either subtracted from cDNA libraries or are considered superfluous when evaluating the information content of EST datasets. Sequences of mtDNA genes provide a unique resource for the analysis of SNP parameters in EST projects. This study uses sequences from four turkey muscle cDNA libraries to demonstrate how mtDNA sequences gleaned from collections of ESTs can be used to estimate SNP parameters and thus help predict the validity of SNPs.     

Using mtDNA sequences to estimate SNP parameters in ESTs

Discovery of single nucleotide polymorphisms (SNPs) requires analysis of redundant sequences such as those available in large public databases. The ability to detect SNPs, especially those of low frequency, is dependent on the depth and scale of the discovery effort. Large numbers of SNPs have been identified by mining large-scale EST surveys and whole genome sequencing projects. These surveys however are subject to ascertainment bias and the inherent errors in large-scale single pass sequencing efforts. For example, the number of steps involved in the construction and sequencing of cDNA libraries make ESTs highly error prone, resulting in an increased frequency of nonvalid SNPs obtained in these surveys. Sequences of mtDNA genes are often incorporated into cDNA libraries as an artifact of the library construction process and are typically either subtracted from cDNA libraries or are considered superfluous when evaluating the information content of EST datasets. Sequences of mtDNA genes provide a unique resource for the analysis of SNP parameters in EST projects. This study uses sequences from four turkey muscle cDNA libraries to demonstrate how mtDNA sequences gleaned from collections of ESTs can be used to estimate SNP parameters and thus help predict the validity of SNPs.     

Identification and expression-profiling of Xenopus tropicalis miRNAs including plant miRNA-like RNAs at metamorphosis

Small RNAs (miR159-like RNAs) identical to some plant miR159s were found in Xenopus tropicalis miRNA cDNA libraries (30 miRNA families consisting of 75 unique sequences). Preferential expression of this RNA species was found in neural tissues during development. A sequence matching to this RNA species was not found in the 21 available animal's genome databases, but its resembling sequences associated with transposons were found in the X. tropicalis database. A possibility of horizontal transfer of the miR159 genes from plants will be discussed. Expression profiles of other miRNA species at metamorphosis were shown by DNA array and/or Northern hybridization.     

Generation of a total of 6483 expressed sequence tags from 60 day-old bovine whole fetus and fetal placenta

Expressed sequence tags (ESTs) generated based on characterization of clones isolated randomly from cDNA libraries are used to study gene expression profiles in specific tissues and to provide useful information for characterizing tissue physiology. In this study, two directionally cloned cDNA libraries were constructed from 60 day-old bovine whole fetus and fetal placenta. We have characterized 5357 and 1126 clones, and then identified 3464 and 795 unique sequences for the fetus and placenta cDNA libraries: 1851 and 504 showed homology to already identified genes, and 1613 and 291 showed no significant matches to any of the sequences in DNA databases, respectively. Further, we found 94 unique sequences overlapping in both the fetus and the placenta, leading to a catalog of 4165 genes expressed in 60 day-old fetus and placenta. The catalog is used to examine expression profile of genes in 60 day-old bovine fetus and placenta.     

47个早期人胚胎低丰度表达基因ESTs筛选及结果分析

构建高质量ｃＤＮＡ文库在基因克隆、ｍＲＮＡ差异展示、表达序列标签测序和基因定位等研究中具有十分重要的作用。为了从早期胚胎中分离人类新基因,构建了受精后３周龄的人ｃＤＮＡ文库,用标记的一链ｃＤＮＡ探针对该文库的６５０８个克隆子进行菌落原位杂交,得到１６７７个无任何杂交信号的低丰度表达克隆子,从中随机挑选了４７个进行５′端部分测序,将测序结果与三大基因库进行序列同源性比较,发现１８个克隆（３８．３％）     

Isolation of developmentally regulated novel genes based on sequence identity and gene expression pattern.

Based on the surmise that a variety of genes might play important roles in embryonic development and tissue differentiation, and that some of them are likely to be expressed in undifferentiated ES cells, we attempted to identify new genes from the ES cell cDNA library. The modified method of expressed sequence tags (ESTs) and the examination of the expression patterns in adult tissues and in vitro differentiated ES cells were utilized in this study. We have isolated and identified several novel cDNA clones with interesting developmental expression pattern. Among the 83 clones randomly chosen, 23 clones (27.7%) have no homology to any sequences in public databases. The rest contain limited or complete sequence homology to the previously reported mammalian genes or ESTs, yet some clones have not been previously identified in the mouse. To examine the expression profile of clones during development and differentiation, sets of slot blots were hybridized with developmental stage specific or tissue specific probes. Out of 40 novel clones tested (21 totally unknown clones and 19 unidentified clones in mouse), most of them were up- or down-regulated as differentiation proceeded, and some clones showed differentiation-stage specific expression profiles. Surprisingly, a majority of genes were also expressed in adult tissues, and some clones even revealed tissue specific expression. These results demonstrate that not only was the strategy we employed in this study quite efficient for screening novel genes, but that the information gained by such studies would also be a useful guide for further analysis of these genes. It also suggests the feasibility of this approach to explore the genomewide network of gene expression during complicated biological processes, such as embryonic development and tissue differentiation.     

Le projet „Génome Humain” et la caractérisation des étiquettes (E.S.T.) de testicule humain

The “Human Genome” is devoted to the identification of all the human genes and their chromosomal localization. Besides the sequencing of the genome, complementary strategies have been developed, including the characterization of mRNA by single pass sequencing of the corresponding cDNA. The partial sequences generated during this process represent expressed sequence tags (E.S.T.) of the corresponding genes. We used this strategy, associated with Northern blot andin situ hybridization, in order to characterize genes expressed in human testis. A cDNA library was prepared using mRNA purified from testes of a 27 years old man. We isolated, and stored in glycerol 7750 recombinant clones. 2200 clones with an insert over 700bp were single-pass sequenced, mainly at the 5' end, generating 2563 sequences products which were compared, with the sequences present in public databases. Out of 2000 sequences 481 were found identical to known human sequences; 358 were homologous to sequences from human or other species; 719 represented new sequences; 442 were rejected. Some of the clones corresponding to mRNAs transcribed from new genes were further analyzed on Northern blot of human, rat and mouse testes mRNA along with RNA of kidney, liver and brain. This allowed us to identify several new genes expressed in human testis of potential interest for the physiology of this tissue. Among others, they include a new mono-ADP ribosyl transferase and two testis specific poly A binding proteins.     

Aligning the proteome and genome of the silkworm, Bombyx mori

A technology of mass spectrometry (MS) was used in this study for the large-scale proteomic identification and verification of protein-encoding genes present in the silkworm (Bombyx mori) genome. Peptide sequences identified by MS were compared with those from an open reading frame (ORF) library of the B. mori genome and a cDNA library, to validate the coding attributes of ORFs. Two databases were created. The first was based on a 9× draft sequence of the silkworm genome and contained 14,632 putative proteins. The second was based on a B. mori pupal cDNA library containing 3,187 putative proteins of at least 30 amino acid residues in length. A total of 81,000 peptide sequences with a threshold score of 60% were generated by the MS/MS analysis, and 55,400 of these were chosen for a sequence alignment. By searching these two databases, 6,649 and 250 proteins were matched, which accounted for approximately 45.4% and 7.8% of the peptide sequences and putative proteins, respectively. Further analyses carried out by several bioinformatic tools suggested that the matches included proteins with predicted transmembrane domains (1,393) and preproteins with a signal peptide (976). These results provide a fundamental understanding of the expression and function of silkworm proteins.     

Linkage mapping and partial sequencing of 10 cDNA loci in the chicken

Ten cDNA clones derived from chicken spleen cell mRNA have been partially sequenced and the genes which encode the mRNAs have been located within the linkage map of the chicken genome. The sequences of five of these clones show strong homology to known mammalian genes, the remainder show little homology to sequences present in the current databases. Interestingly, one of these clones appears to be the chicken homologue of the mammalian peptide transporter gene TAP2 and is located within the major histocompatibility complex. Two other clones are homologous to genes involved in protein synthesis and these are tightly linked in chickens, as in mice. These results suggest that partial sequencing and mapping of clones from selective cDNA libraries may be an efficient way of adding candidate genes to the chicken linkage map and that on a local scale there may be some conservation of grouping of genes between chickens and mammalian species.     

Characterization of Novel Secreted and Membrane Proteins Isolated by the Signal Sequence Trap Method

We recently described a method, called the signal sequence trap (SST) method, to clone cDNAs of secreted proteins and/or type I transmembrane proteins containing N-terminal signal sequences by using an epitope-tagging expression plasmid vector. In this paper we describe the summary of a large-scale screening of approximately 5900 clones of an SST cDNA library constructed from mouse bone marrow stromal cell line ST-2 cells. Of 26 positive clones obtained and sequenced, 11 clones appeared to contain authentic signal sequences. Five of the clones corresponded to the 5′ ends of the cDNA of known genes containing N-terminal signal sequences. The full-length cDNA clones of the 6 other unknown clones were isolated and sequenced. One clone, termed SDF3, encoded a mouse counterpart of human pigment epithelium-derived factor. Another clone, termed SDR1, had considerable homology with basigin, a member of the immunoglobulin superfamily. A third clone, termed SDF5, had partial homology with aDrosophilatissue polarity genefrizzled(fz) and its rat homologues,fz-1andfz-2.The other three clones had no significant homology with sequences in the databases. These results indicate that the SST method is effective and useful for the isolation of secreted and membrane proteins without knowledge of their functions.     

Correlated clustering and virtual display of gene expression patterns in the wheat life cycle by large-scale statistical analyses of expressed sequence tags

Compared to rice, wheat exhibits characteristic growth habits and contains complex genome constituents. To assess global changes in gene expression patterns in the wheat life cycle, we conducted large-scale analysis of expressed sequence tags (ESTs) in common wheat. Ten wheat tissues were used to construct cDNA libraries: crown and root from 14-day-old seedlings; spikelet from early and late flowering stages; spike at the booting stage, heading date and flowering date; pistil at the heading date; and seeds at 10 and 30 days post-anthesis. Several thousand colonies were randomly selected from each of these 10 cDNA libraries and sequenced from both 5' and 3' ends. Consequently, a total of 116 232 sequences were accumulated and classified into 25 971 contigs based on sequence homology. By computing abundantly expressed ESTs, correlated expression patterns of genes across the tissues were identified. Furthermore, relationships of gene expression profiles among the 10 wheat tissues were inferred from global gene expression patterns. Genes with similar functions were grouped with one another by clustering gene expression profiles. This technique might enable estimation of the functions of anonymous genes. Multidimensional analysis of EST data that is analogous to the microarray experiments may offer new approaches to functional genomics of plants.