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.     

Construction and characterization of normalized cDNA library of maize inbred Mo17 from multiple tissues and developmental stages

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 microarry 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 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 gene, and developing microarrays in maize genomics research.     

Systematic isolation of genes expressed at low levels in inflorescence apices of Arabidopsis thaliana.

We constructed an equalized cDNA library from Arabidopsis inflorescence shoot apices including inflorescence meristem, floral meristem and flower tissue collected before stage 5 of flower development. The cDNA clones were arrayed on membranes and were differentially screened using cDNA pools from vegetative and inflorescence tissues as probes. Each clone was classified by expression specificity and expression level. By removing the clones that displayed hybridization signals, 384 out of 3264 clones in this library remained as candidates for inflorescence-specific mRNAs expressed at low levels. Sequence analysis of all selected clones indicated that 53 were identical and 120 were homologous to genes in public protein databases. The remaining 211 selected clones had no significant amino acid sequence similarities with those deduced from any reported genes, though 62 of them appeared in Arabidopsis expressed sequenced tags (ESTs). About 40% of the selected clones were novel, validating the present approach for gene discovery. Northern blot analysis of 22 randomly selected clones confirmed that most were expressed preferentially in inflorescence tissues. In addition, many clones were transcribed at relatively low levels. We demonstrate that the screening method of the present study is useful for systematic classification of cDNA species based on expression specificity.     

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.     

Expressed sequence tags from eyestalk of kuruma prawn, Marsupenaeus japonicus

We analyzed the expressed sequence tags (ESTs) obtained from a cDNA library of the eyestalk of the kuruma prawn, Marsupenaeus japonicus, to examine gene expression profile with special focus on female reproduction. The assembly of 1988 ESTs created 136 contigs from 738 ESTs; however 1250 ESTs remained singletons. Significant similarities (blast score > or = 50 bits) to the DNA sequences in the databank were found for only 16.7% of the 1386 sequences (136 contigs plus 1250 singletons), suggesting that the eyestalk library contains many unknown genes. Ribosomal RNA and mitochondrial respiration enzymes with significant similarities were found abundantly in the ESTs, whereas genes related to maturation or endocrine systems were scarce. Three ESTs were assumed to encode novel eyestalk hormones with marked similarities to pigment-dispersing hormone, molt-inhibiting hormone and crustacean hyperglycemic hormone. Sequences encoding a product highly homologous to farnesoic acid O-methyltransferase, an enzyme that produces methyl farnesoate, were also found.     

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.     

Expressed sequence tags of Chinese cabbage flower bud cDNA.

We randomly selected and partially sequenced cDNA clones from a library of Chinese cabbage (Brassica campestris L. ssp. pekinensis) flower bud cDNAs. Out of 1216 expressed sequence tags (ESTs), 904 cDNA clones were unique or nonredundant. Five hundred eighty-eight clones (48.4%) had sequence homology to functionally defined genes at the peptide level. Only 5 clones encoded known flower-specific proteins. Among the cDNAs with no similarity to known protein sequences (628), 184 clones had significant similarity to nucleotide sequences registered in the databases. Among these 184 clones, 142 exhibited similarities at the nucleotide level only with plant ESTs. Also, sequence similarities were evident between these 142 ESTs and their matching ESTs when compared using the deduced amino acid sequences. Therefore, it is possible that the anonymous ESTs encode plant-specific ubiquitous proteins. Our extensive EST analysis of genes expressed in floral organs not only contributes to the understanding of the dynamics of genome expression patterns in floral organs but also adds data to the repertoire of all genomic genes.     

Identification of preferentially expressed mRNAs in retina and cochlea

To search for genes that could be involved in genetic disorders primarily involving the retina and the cochlea, we tried to identify mRNAs preferentially expressed in retina and cochlea and to establish their chromosomal localization. Two approaches were employed. First, a mouse subtracted library (retina + cochlea against liver + brain) was generated. Randomly selected cDNA clones were sequenced and compared to databases. Tissue expression of some of them was analyzed by RT-PCR. Using radiation hybrid cell lines, the mouse chromosomal localization was determined for those showing the highest level in the retina and the cochlea. Second, human Expressed Sequence Tags (ESTs) with preferential expression in the retina and the cochlea were searched for in databases, and chromosomal localization was also established. From 171 sequenced clones, 73 were classified as known genes (with 17 clones coding for 6 genes), 86 were homologous to ESTs, and 12 were unidentified. Of 108 selected clones, 22 (18.5%) had the highest level of expression in the retina and/or the cochlea, while expression was higher in another tissue or ubiquitous for 60 (55.5%) and 22 (20.4%) of them, respectively. By RT-PCR, one clone similar to the mouse Asic3 cDNA (proton-gated channel) was found mainly in the retina and cochlea, but its human ortholog was widely expressed. We selected 17 ESTs from the UniGene database with restricted expression including in the retina and cochlea. We mapped 10 of these ESTs as well as four mouse clones from the subtracted library. Some of them localized to morbid intervals. The combined information from expression analysis and chromosomal localization allowed for the identification of potential candidate genes for retinal diseases (CORD8, CORD9) and syndromic blindness/deafness/renal defects.