Identification by subtractive suppression hybridization of bacteria-induced genes expressed in Manduca sexta fat body

Insect immune processes are mediated by programs of differential gene expression. To understand the molecular regulation of the immune response in the tobacco hornworm, Manduca sexta, the relevant subset of differentially expressed genes of interest must be identified, cloned and studied in detail. In this study, suppression subtractive hybridization, a PCR-based method for cDNA subtraction was performed to identify mRNAs from fat body of immunized larvae that are not present (or present at a low level) in control larvae. A subtracted cDNA library enriched in immune-inducible genes was constructed. Northern blot analysis of a sample of clones from our subtracted library indicated that >90% of the clones randomly selected from the subtracted library are immune inducible. Sequence analysis of 238 expressed sequence tags (ESTs) revealed that 120 ESTs, representing 54 distinct genes or gene families, had sequences identical or similar to previously characterized genes, some of which have been confirmed to be involved in innate immunity. These ESTs were categorized into seven groups, including pattern recognition proteins, serine proteinases and their inhibitors, and antimicrobial proteins. 112 ESTs, about 47.5% of the library, showed no significant similarity to any known genes. The sequences identified in this M. sexta library reflect our knowledge of insect immune strategies and may facilitate better understanding of insect immune responses.     

Gene expression profile of human bone marrow stromal cells: high-throughput expressed sequence tag sequencing analysis

Human bone marrow stromal cells (HBMSC) are pluripotent cells with the potential to differentiate into osteoblasts, chondrocytes, myelosupportive stroma, and marrow adipocytes. We used high-throughput DNA sequencing analysis to generate 4258 single-pass sequencing reactions (known as expressed sequence tags, or ESTs) obtained from the 5' (97) and 3' (4161) ends of human cDNA clones from a HBMSC cDNA library. Our goal was to obtain tag sequences from the maximum number of possible genes and to deposit them in the publicly accessible database for ESTs (dbEST of the National Center for Biotechnology Information). Comparisons of our EST sequencing data with nonredundant human mRNA and protein databases showed that the ESTs represent 1860 gene clusters. The EST sequencing data analysis showed 60 novel genes found only in this cDNA library after BLAST analysis against 3.0 million ESTs in NCBI's dbEST database. The BLAST search also showed the identified ESTs that have close homology to known genes, which suggests that these may be newly recognized members of known gene families. The gene expression profile of this cell type is revealed by analyzing both the frequency with which a message is encountered and the functional categorization of expressed sequences. Comparing an EST sequence with the human genomic sequence database enables assignment of an EST to a specific chromosomal region (a process called digital gene localization) and often enables immediate partial determination of intron/exon boundaries within the genomic structure. It is expected that high-throughput EST sequencing and data mining analysis will greatly promote our understanding of gene expression in these cells and of growth and development of the skeleton.     

Characterization of FSH-regulated genes isolated by mRNA differential display from pig ovarian granulosa cells

The present authors have isolated FSH-regulated genes from primary granulosa cell cultures with or without Follicle Stimulating Hormone (FSH) treatment using mRNA differential display. mRNA differential display consists of amplification of partial sequences of cDNAs (150–400 bp) corresponding to 3' ends of cellular messenger RNAs, and thus, generates 3' expressed sequence tags (3' ESTs). Five thousand cDNA bands were examined, among which the present authors have isolated and sequenced 16 different FSH-regulated products. These sequences were compared with those available in databases. Three of the sequences showed similarity to identified genes from other species (bovine NADH dehydrogenase subunit 4, Xenopus chromosome sequence-associated polypeptide E and transformation-sensitive protein IEF SSP) and four others with human ESTs. Regulation of the corresponding genes has been checked by RT-PCR since most of these are expressed at a low level. FSH-regulation was confirmed for 12 mRNAs (four down- and eight up-regulated). The present authors have also mapped 12 of these ESTs on porcine chromosomes regions using a somatic cell hybrid panel.     

A uniquely conserved regulatory signal is found around the translation initiation site in three different collagen genes

We have determined the nucleotide sequence of the 5' untranslated region and the sequence encoding the signal peptide for mRNAs of the chick alpha 1 type I and alpha 1 type III collagen. These sequences were obtained by synthesizing the corresponding cDNAs using as primers either a synthetic oligonucleotide to prime alpha 1 type I cDNA or a DNA fragment isolated from a genomic clone coding for alpha 1 type III collagen to prime the cognate cDNA. Both primers were selected so that the resulting cDNAs would be short and would contain sequence information for the 5' untranslated region and the signal peptide of the proteins. The nucleotide sequences of these cDNAs were compared with the corresponding sequence of alpha 2 type I collagen. In each mRNA the 5' untranslated segment is approximately 130 nucleotides and contains two or more AUG triplets preceding the AUG which serves as a translation initiation codon. A sequence of about 50 nucleotides surrounding the translation initiation codon is remarkably conserved in all three mRNAs, whereas the sequences preceding and following this segment diverge markedly. This homologous sequence contains an almost identical inverted repeat sequence which could form a stable stem-loop structure. The initiation codon and the AUG which precedes it are found at the same place within this symmetrical sequence and the distance between them is invariant. The rest of the conserved sequence shows a less perfect symmetry. This conserved sequence has not been found in other genes. Our data suggest that these three and perhaps other collagen genes contain an identical regulatory signal that may play a role in determining the level of expression of these genes by modulating translational efficiency.     

Identification of differentially expressed genes by mutually subtracted RNA fingerprinting

A mutually subtracted RNA fingerprinting (SuRF) method has been developed that allows efficient identification of differentially expressed sequence tags between two samples. Mutual subtractions of two RNA samples are achieved by first synthesizing cDNAs using oligo(dT) coupled with magnetic beads which are then reciprocally hybridized to starting RNA samples to remove common mRNAs between them. The second step involves differential fingerprinting of the subtracted RNA samples by polymerase chain reaction with specially designed degenerate primers. SuRF was applied to identify alteration in gene expression pertinent to osteogenic sarcoma which was achieved by employing the method between FOB (an immortalized fetal osteoblast) and MG63 (an osteosarcoma) cell lines. An estimated 10% of the total expressed genes in these two cell types were screened by the method. This analysis identified 96 differentially expressed sequences, none of which was identified repeatedly. A subset of these sequences was subsequently confirmed to have differential expression between the two cell types. Removal of common mRNAs prior to differential display should diminish redundant identification of abundant genes and increase the chance of identifying rare differentially expressed genes.     

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.     

Characterization of expressed sequence tags from a gallus gallus pineal gland cDNA library

The pineal gland is the circadian oscillator in the chicken, regulating diverse functions ranging from egg laying to feeding. Here, we describe the isolation and characterization of expressed sequence tags (ESTs) isolated from a chicken pineal gland cDNA library. A total of 192 unique sequences were analysed and submitted to GenBank; 6% of the ESTs matched neither GenBank cDNA sequences nor the newly assembled chicken genomic DNA sequence, three ESTs aligned with sequences designated to be on the Z_random, while one matched a W chromosome sequence and could be useful in cataloguing functionally important genes on this sex chromosome. Additionally, single nucleotide polymorphisms (SNPs) were identified and validated in 10 ESTs that showed 98% or higher sequence similarity to known chicken genes. Here, we have described resources that may be useful in comparative and functional genomic analysis of genes expressed in an important organ, the pineal gland, in a model and agriculturally important organism.     

Analysis of expressed sequence tags from Trypanosoma cruzi amastigotes

A total of 880 expressed sequence tags (EST) originated from clones randomly selected from a Trypanosoma cruzi amastigote cDNA library have been analyzed. Of these, 40% (355 ESTs) have been identified by similarity to sequences in public databases and classified according to functional categorization of their putative products. About 11% of the mRNAs expressed in amastigotes are related to the translational machinery, and a large number of them (9% of the total number of clones in the library) encode ribosomal proteins. A comparative analysis with a previous study, where clones from the same library were selected using sera from patients with Chagas disease, revealed that ribosomal proteins also represent the largest class of antigen coding genes expressed in amastigotes (54% of all immunoselected clones). However, although more than thirty classes of ribosomal proteins were identified by EST analysis, the results of the immunoscreening indicated that only a particular subset of them contains major antigenic determinants recognized by antibodies from Chagas disease patients.     

Radiation hybrid map assignments of 11 ESTs obtained from a 28-day-old swine embryo cDNA library to the IMpRH map

In order to improve the map resolution and to locate more genes on the porcine radiation hybrid map, expressed sequence tags (ESTs) were isolated from a 28-day-old normal pig embryo cDNA library. The ESTs were sequenced from the 5'-end and similarities were checked with sequences registered in the NCBI DNA database (http://www.ncbi.nlm.nih.gov/blast/). The ESTs sequences which have high identity scores (>80%) against human genes or ESTs were further sequenced from the 3' untranslated region. The ESTs which were sequenced successfully were used to design primers for PCR analysis of the radiation hybrid panel. Eleven ESTs were physically mapped to porcine chromosomes 2, 4, 8, 10, 13, 14 and X. The localizations are in agreement with the comparative mapping data between human and pig. The results will provide unique information to the comparative map of human and pig.     

Large-scale sequencing of normalized full-length cDNA library of soybean seed at different developmental stages and analysis of the gene expression profiles based on ESTs

Although GenBank has now covered over 1,400,000 expressed sequence tags (ESTs) from soybean, most ESTs available to the public have been derived from tissues or environmental conditions rather than developing seeds. It is absolutely necessary for annotating the molecular mechanisms of soybean seed development to analyze completely the gene expression profiles of its immature seed at various stages. Here we have constructed a full-length-enriched cDNA library comprised of a total of 45,408 cDNA clones which cover various stages of soybean seed development. Furthermore, we have sequenced from 5′ ends of these clones, 36,656 ESTs were obtained in the present study. These EST sequences could be categorized into 27,982 unigenes, including 22,867 contigs and 5,115 singletons, among which 27,931 could be mapped onto soybean 20 chromosome sequences. Comparative genomic analysis with other plants has revealed that these unigenes include lots of candidate genes specific to dicot, legume and soybean. Approximately 1,789 of these unigenes currently show no homology to known soybean sequences, suggesting that many represent mRNAs specifically expressed in seeds. Novel abundant genes involved in the oil synthesis have been found in this study, may serve as a valuable resource for soybean seed improvement.     

Cloning and characterization of genes specifically expressed during infection stages in the rice blast fungus

We isolated promoters of 12 genes from the rice blast fungus based on the sequences of randomly selected expressed sequence tags (ESTs) (appressorium formation stage cDNA library of Magnaporthe available from GenBank). These promoters (and the 5' coding regions if any) were fused in frame with egfp, and their expression patterns were examined under the epifluorescence microscope. Among them, two turned out to be specifically active in structures necessary for infection, viz. a promoter of adenylate cyclase interacting protein 1-like gene expressed in conidia, germ tubes, and appressoria, and a promoter of putative membrane-associated or secreted protein gene specifically expressed in appressoria. Although targeted knockout mutants of either gene failed to show detectable phenotypic alterations under laboratory conditions, these ESTs should be useful for identification of genes expressed during infection stages.     

Generation of 7137 non-redundant expressed sequence tags from a legume, Lotus japonicus.

For comprehensive analysis of genes expressed in a model legume, Lotus japonicus, a total of 22,983 5' end expressed sequence tags (ESTs) were accumulated from normalized and size-selected cDNA libraries constructed from young (2 weeks old) plants. The EST sequences were clustered into 7137 non-redundant groups. Similarity search against public non-redundant protein database indicated that 3302 groups showed similarity to genes of known function, 1143 groups to hypothetical genes, and 2692 were novel sequences. Homologues of 5 nodule-specific genes which have been reported in other legume species were contained in the collected ESTs, suggesting that the EST source generated in this study will become a useful tool for identification of genes related to legume-specific biological processes. The sequence data of individual ESTs are available at the web site: http://www.kazusa.or.jp/en/plant/lotus/EST/.     

Sequence analysis of expressed sequence tags from an ABA-treated cDNA library identifies stress response genes in the moss Physcomitrella patens.

Partial cDNA sequencing was used to obtain 169 expressed sequence tags (ESTs) in the moss, Physcomitrella patens. The source of ESTs was a random cDNA library constructed from 7 day-old protonemata following treatment with 10(-4) M abscisic acid (ABA). Analysis of the ESTs identified 69% with homology to known sequences, 61% of which had significant homology to sequences of plant origin. More importantly, at least 11 ESTs had significant similarities to genes which are implicated in plant stress-responses, including responses which may involve ABA. These included a cDNA associated with desiccation tolerance, two heat shock protein genes, one cold acclimation protein cDNA and five others that may be involved in either oxidative or chemical stress or both, i.e., Zn/Cu-superoxide dismutase, NADPH protochlorophyllide oxidoreductase (PorB), selenium binding protein, glutathione peroxidase and glutathione S transferase. Analysis of codon usage between P. patens and seed plants indicated that although mosses and higher plants are to a large extent similar, minor variations also exists that may represent the distinctiveness of each group.     

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.