Differential mRNA fingerprinting by preferential amplification of coding sequences

The need for rapid identification of differentially expressed genes will persist even after the complete human genomic sequence becomes available. The most popular method for identifying differentially expressed genes acquires expressed sequence tags (ESTs) from the extreme 3' non-coding end of mRNAs. Such ESTs have limitations for downstream applications. We have developed a method, termed preferential amplification of coding sequences (PACS), that was applied to identify differentially expressed coding sequence tags (dCSTs) between osteoblasts and osteosarcoma cells. PACS was achieved by PCR with a set of primers to anchor at sequences complementary to AUG sequences in mRNAs and another set of primers to anchor at a PCR-amplifiable distance from AUG sequences. An initial screen identified 103 candidate dCSTs after screening approximately 15% of the expressed genes between the two cell types. Of these sequences, 27 represent CSTs of known genes and two are from 3'-ESTs of known mRNAs. Thus, PACS identified CSTs approximately 13.5 times more often than it identified 3' ESTs, attesting to the objective of the method. Since many of the dCSTs represent known genes, their identity and potential relevance to osteosarcoma could be immediately hypothesized. Differential expression of many of the dCSTs was further demonstrated by northern blotting or RT-PCR. Since PACS is not dependent on the existence of a poly A tail on an mRNA, it should have application to identify dCSTs for both prokaryotic and eukaryotic organisms. Additionally, PACS should aid in the identification of cell-specific or tissue-specific genes and bidirectional acquisition of cDNA sequence enabling rapid retrieval of full-length cDNA sequence of novel genes.     

Differential display cloning of genes induced in regenerating neurons

Mammalian adult motor and sensory neurons are thought to reexpress a complement of genes that are originally expressed during development when they regenerate following injury. Therefore, one strategy for identifying key genes involved in development of the peripheral nervous system is to identify those genes reexpressed in the regenerating system. To test this hypothesis, we used the single-base anchor method of mRNA differential display to study changes in gene expression in regenerating adult mammalian sensory neurons. From an initial sample of 36 different primer combinations [3 oligo(dT)M primers x 12 arbitrary 13-mers], 6 candidate upregulated and 6 candidate downregulated genes were identified. Candidate genes were screened by the reverse Northern blot method to eliminate obvious false positives and the three remaining candidates cloned and sequenced. In addition to comparing isolated sequences with the public databases, sequences were also compared with assembled clusters of expressed sequence tag sequences, enabling extension of the sequence data by more than a kilobase from the isolated 3' cDNA fragments. Ultimate confirmation of differential expression was carried out by in situ hybridization using 45-base oligonucleotides complementary to the predicted 5'-3' orientation of the corresponding mRNAs of all three cDNAs. Two, LA12.2 and LC12, were definitively confirmed as induced in regenerating neurons. The sequence of LC12 is identical to that of the secreted protein Reg-2 and a detailed study of the functions of this secreted protein in neural development and regeneration has been published (F. J. Livesey, J. A. O'Brien, M. Li, A. G. Smith, L. J. Murphy, and S. P. Hunt, 1997, Nature 390, 614-618). The LA12.2 gene is currently being characterized, the available sequence of this cDNA being novel.     

Gene discovery and gene expression in the rice blast fungus, Magnaporthe grisea: analysis of expressed sequence tags

Over 28,000 expressed sequence tags (ESTs) were produced from cDNA libraries representing a variety of growth conditions and cell types. Several Magnaporthe grisea strains were used to produce the libraries, including a nonpathogenic strain bearing a mutation in the PMK1 mitogen-activated protein kinase. Approximately 23,000 of the ESTs could be clustered into 3,050 contigs, leaving 5,127 singleton sequences. The estimate of 8,177 unique sequences indicates that over half of the genes of the fungus are represented in the ESTs. Analysis of EST frequency reveals growth and cell type-specific patterns of gene expression. This analysis establishes criteria for identification of fungal genes involved in pathogenesis. A large fraction of the genes represented by ESTs have no known function or described homologs. Manual annotation of the most abundant cDNAs with no known homologs allowed us to identify a family of metallothionein proteins present in M. grisea, Neurospora crassa, and Fusarium graminearum. In addition, multiply represented ESTs permitted the identification of alternatively spliced mRNA species. Alternative splicing was rare, and in most cases, the alternate mRNA forms were unspliced, although alternative 5' splice sites were also observed.     

猪早期孤雌激活胚不同发育阶段差异基因表达的研究

收集2细胞、4细胞、8-16细胞时期的猪孤雌激活胚,采用SPEDDRT-PCR方法挑选不同时期的差异表达产物,通过反向northern杂交去除假阳性的条带。将阳性条带克隆入T载体中,经过PCR鉴定后挑选其中的阳性克隆进行测序,筛选了8个代表不同时期表达差异的cDNA片段,编号为DD1-DD8。经过与GenBank中的数据进行同源性分析,发现其中DD1和DD2没有相似的数据, 提交数据库获得GenBank登录号(EU545158, EU545159);其余的DD3-DD8发现了相似性较高的数据,但除DD3外均无基因功能说明需要进行进一步的研究。     

Analysis of expressed sequence tags from two starvation, time-of-day-specific libraries of Neurospora crassa reveals novel clock-controlled genes

In an effort to determine genes that are expressed in mycelial cultures of Neurospora crassa over the course of the circadian day, we have sequenced 13,000 cDNA clones from two time-of-day-specific libraries (morning and evening library) generating approximately 20,000 sequences. Contig analysis allowed the identification of 445 unique expressed sequence tags (ESTs) and 986 ESTs present in multiple cDNA clones. For approximately 50% of the sequences (710 of 1431), significant matches to sequences in the National Center for Biotechnology Information database (of known or unknown function) were detected. About 50% of the ESTs (721 of 1431) showed no similarity to previously identified genes. We hybridized Northern blots with probes derived from 26 clones chosen from contigs identified by multiple cDNA clones and EST sequences. Using these sequences, the representation of genes among the morning and evening sequences, respectively, in most cases does not reflect their expression patterns over the course of the day. Nevertheless, we were able to identify four new clock-controlled genes. On the basis of these data we predict that a significant proportion of the expressed Neurospora genes may be regulated by the circadian clock. The mRNA levels of all four genes peak in the subjective morning as is the case with previously identified ccgs.     

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.     

Classification of sequences expressed during the primordial and basidiome stages of the cultivated mushroom Agaricus bisporus

Two complementary DNA (cDNA) libraries were constructed from tissues isolated from primordia and basidiomes of Agaricus bisporus to characterize genes involved in mushroom development. Using single-pass sequencing of 869 cDNA clones, we found 477 expressed sequence tags (ESTs), including 466 not previously described in the databases for A. bisporus. A BLASTX search revealed that 374 ESTs had similarities with protein sequences available from databases; 193 of these ESTs were categorized according to their putative function. Most ESTs were assigned to one of four roles: metabolism (23%), cell structure (15%), cell growth and division (12%), and protein destination and storage (10%). The remaining ESTs with putative homologues were classified in 10 additional categories. Many ESTs could not be functionally assigned. Based on redundancy levels, at least 4 ESTs were preferentially expressed in each tissue type. Sequence analysis also suggested the presence of paralog tyrosinase genes in the A. bisporus genome.     

Construction of a Lotus japonicus late nodulin expressed sequence tag library and identification of novel nodule-specific genes.

A range of novel expressed sequence tags (ESTs) associated with late developmental events during nodule organogenesis in the legume Lotus japonicus were identified using mRNA differential display; 110 differentially displayed polymerase chain reaction products were cloned and analyzed. Of 88 unique cDNAs obtained, 22 shared significant homology to DNA/protein sequences in the respective databases. This group comprises, among others, a nodule-specific homolog of protein phosphatase 2C, a peptide transporter protein, and a nodule-specific form of cytochrome P450. RNA gel-blot analysis of 16 differentially displayed ESTs confirmed their nodule-specific expression pattern. The kinetics of mRNA accumulation of the majority of the ESTs analyzed were found to resemble the expression pattern observed for the L. japonicus leghemoglobin gene. These results indicate that the newly isolated molecular markers correspond to genes induced during late developmental stages of L. japonicus nodule organogenesis and provide important, novel tools for the study of nodulation.     

Expressed sequence tag analysis of the soybean rust pathogen Phakopsora pachyrhizi

Soybean rust is caused by the obligate fungal pathogen Phakopsora pachyrhizi Sydow. A unidirectional cDNA library was constructed using mRNA isolated from germinating P. pachyrhizi urediniospores to identify genes expressed at this physiological stage. Single pass sequence analysis of 908 clones revealed 488 unique expressed sequence tags (ESTs, unigenes) of which 107 appeared as multiple copies. BLASTX analysis identified 189 unigenes with significant similarities (Evalue<10(-5)) to sequences deposited in the NCBI non-redundant protein database. A search against the NCBI dbEST using the BLASTN algorithm revealed 32 ESTs with high or moderate similarities to plant and fungal sequences. Using the Expressed Gene Anatomy Classification, 31.7% of these ESTs were involved in primary metabolism, 14.3% in gene/protein expression, 7.4% in cell structure and growth, 6.9% in cell division, 4.8% in cell signaling/cell communication, and 4.8% in cell/organism defense. Approximately 29.6% of the identities were to hypothetical proteins and proteins with unknown function.     

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.