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Feasibility of global gene expression analysis in testicular biopsies from infertile men.

Numerous studies have documented the use of microarray analysis to identify patterns of global gene expression that distinguish normal development from that of the diseased state. Yet, there are no reports that compare global gene expression in the fertile and infertile human testis. Here, we report an initial study of global gene expression in testicular biopsies from several men with different infertility phenotypes. We found that microarray analysis of small biopsy samples was suitable for profiling expression of genes known to function in germ cell development and also identified expression of novel genes. Since it is now common for infertile men with spermatogenic failure to use intracytoplasmic sperm injection (ICSI) to achieve biological paternity, we hypothesize that molecular screening of testicular biopsies with microarrays may be suitable: (1) to categorize the molecular phenoytpes of infertile testes in a manner similar to standard morphologic analysis and (2) to initiate larger studies of gene expression in the infertile testes that may identify genetic signatures from biopsies that allow prediction of outcomes.

Biopsy↗

Cloning and expression analysis of testis-specific cyclic 3', 5'-adenosine monophosphate-responsive element modulator activators in the nonhuman primate (Macaca fascicularis): comparison with other primate and rodent species.

The cAMP-responsive element modulator (CREM) gene encodes a transcription factor that is essential for spermatogenesis. In mouse testis, several CREM repressors and activators have been identified. In contrast to the situation for the mouse, however, little is known about CREM isoforms in the primate testis. We analyzed CREM isoforms and mRNA expression in a clinically relevant primate model, the cynomolgus monkey (Macaca fascicularis). A cDNA library was generated from monkey testis; and two activator isoforms (tau2 with and without exon gamma) were identified, which displayed high sequence identity to mouse and human isoforms. The insertion of exon gamma was observed for the first time in the primate testis. CREM activator expression was confined to the testis, where it was seen in late pachytene spermatocytes and round spermatids in specific spermatogenic stages, as revealed by in situ hybridization. Comparison of the mRNA and the recently described protein expression indicated a lack of translational delay of CREM expression. Comparative analysis of testicular CREM expression by reverse transcription-polymerase chain reaction yielded several transcripts in the rat, mouse, hamster, and marmoset; two transcripts in cynomolgus and rhesus monkeys; and one transcript in men. These findings suggest an evolutionary trend from multiple activator isoforms to a single activator transcript in men.

Amino Acid Sequence↗

Comprehensive gene expression analysis of human NK cells and CD8(+) T lymphocytes.

Cytotoxic lymphocytes, NK cells and CD8(+) T cells play a pivotal role in the host defense. To reveal the biological function of these cells through establishing a comprehensive gene expression profile, serial analysis of gene expression was performed in human peripheral blood NK cells and CD8(+) T cells. In total, 85,848 tags corresponding to >20,000 different transcripts were sequenced. The genes expressed abundantly in these libraries mostly consisted of genes encoding MHC class I and molecules related to protein synthesis. Among gene transcripts which related to cytotoxicity, granulysin, perforin, granzyme B and alpha-defensin 1 were highly expressed in NK cells. Resting CD8(+) T cells did not express the genes related to cytotoxicity, but expressed abundantly the genes encoding chemokines, tumor necrosis factor family. When CD8(+) T cells were sorted into naive, memory and effector subsets based on the expression of CD45RA and CD27, perforin and granzyme B were expressed in the CD45RA(+)CD27(-) effector subset. Alpha-defensin 1, one of the selectively expressed genes in NK cells, induced migration of naive CD8(+)CD45RA(+)CD27(+) T cells, but not memory CD8(+)CD45RA(-)CD27(+) or effector CD8(+)CD45RA(+)CD27(-) T cells. Furthermore, treatment with IL-15, a stimulator of NK cell development, differentiation, survival and cytotoxicity, rapidly enhanced the expression of alpha-defensin 1 in NK cells. The identification of the genes preferentially expressed in NK and CD8(+) T cell subsets may give important insights into the functions of these cells against virus infection and in tumor immunity.

CD8-Positive T-Lymphocytes↗

A multiplex microsphere bead assay for comparative RNA expression analysis using flow cytometry.

Comparative gene-expression profiling is an important tool in understanding molecular signatures of complex diseases as well as the responses of cells and tissues to external factors. With increasing microarray data, disease-specific molecular patterns are emerging but the acquisition of these data is expensive, difficult to customize and not well standardized. Once genome-wide scans identify differentially expressed genes in a given disease, cheaper, more easily customized methods will be needed for evaluating the expression of these genes in large population samples. Here we describe a novel multiplex microsphere bead assay (MBA) to compare gene expression levels. To test this assay we evaluated the expression levels of four transcripts (BRCA1, MGB1, DLG1 and ACT1) in normal and cancerous mammary tissue. The results were consistent with those generated by quantitative real-time PCR.

Actins↗

Identification of degradome components associated with prostate cancer progression by expression analysis of human prostatic tissues.

Extracellular proteases of the matrix metalloproteinase (MMP) and serine protease families participate in many aspects of tumour growth and metastasis. Using quantitative real-time RT-PCR analysis, we have undertaken a comprehensive survey of the expression of these enzymes and of their natural inhibitors in 44 cases of human prostate cancer and 23 benign prostate specimens. We found increased expression of MMP10, 15, 24, 25 and 26, urokinase plasminogen activator-receptor (uPAR) and plasminogen activator inhibitor-1 (PAI1), and the newly characterised serine proteases hepsin and matriptase-1 (MTSP1) in malignant tissue compared to benign prostate tissue. In contrast, there was significantly decreased expression of MMP2 and MMP23, maspin, and the protease inhibitors tissue inhibitor of metalloproteinase 3 (TIMP3), TIMP4 and RECK (reversion-inducing cysteine-rich protein with Kazal motifs) in the cancer specimens. The expression of MMP15 and MMP26 correlated positively with Gleason score, whereas TIMP3, TIMP4 and RECK expression correlated negatively with Gleason score. The cellular localisation of the expression of the deregulated genes was evaluated using primary malignant epithelial and stromal cell cultures derived from radical prostatectomy specimens. MMP10 and 25, hepsin, MTSP1 and maspin showed predominantly epithelial expression, whereas TIMP 3 and 4, RECK, MMP2 and 23, uPAR and PAI1 were produced primarily by stromal cells. These data provide the first comprehensive and quantitative analysis of the expression and localisation of MMPs and their inhibitors in human prostate cancer, leading to the identification of several genes involved in proteolysis as potential prognostic indicators, in particular hepsin, MTSP1, MMP26, PAI1, uPAR, MMP15, TIMP3, TIMP4, maspin and RECK.

Aged↗

Comprehensive Identification of WDR Gene Family in Panax ginseng: PgWDR Gene Expression Analysis with Ginsenosides Biosynthesis Under MeJA.

Panax ginseng (Panax ginseng C.A. Mey.) produces pharmacologically valuable ginsenosides. WD40-repeat (WDR) proteins act as versatile regulators of plant specialized metabolism, yet their biological roles under methyl jasmonate (MeJA) elicitation remain largely uncharacterized in ginseng. In this study, we identified 29 PgWDR family members at the whole-genome level, and systematically analyzed their phylogeny, gene structure, cis-acting promoter elements, as well as organ- and development-dependent expression patterns. Six candidate genes potentially associated with ginsenoside biosynthesis were screened through integrating gene-metabolite correlation analysis and gene co-expression analysis. Under MeJA treatment, three of these candidates showed statistically significant expression responses, while the other three exhibited variable expression fluctuations with no statistical significance. PgWDR24 displayed a positive correlation with key ginsenoside biosynthetic enzyme genes, and a negative correlation with protopanaxadiol-type ginsenoside accumulation. Combined with its predicted nuclear localization, we hypothesize that PgWDR24 participates in the negative modulation of protopanaxadiol-type ginsenoside accumulation, although further genetic functional validation is still required. This work provides valuable candidate genes for deciphering ginsenoside regulatory networks and offers support for molecular-assisted breeding of high-quality ginseng.

Panax ginseng C. A. Mey.↗

Gene expression analysis reveals that histone deacetylation sites may serve as partitions of chromatin gene expression domains.

BACKGROUND: It has been a long-term puzzle whether chromatin can be further divided into distinct gene expression domains. Because histone deacetylation affects chromatin structure, that in turn may affect the expression of nearby genes, histone deacetylation sites may act to partition chromatin into different gene expression domains. In this article, we explore the relationship between histone deacetylation sites and gene expression patterns on the genome scale using different data sources, including microarray data measuring gene expression levels, microarray data measuring histone deacetylation sites, and information on regulatory targets of transcription factors. RESULTS: Using 269 Saccharomyces cerevisiae microarray datasets, histone deacetylation datasets, and regulatory targets of transcription factors assembled from the Yeast Proteome Database and ChIP-chip data, we found that histone deacetylation sites can reduce the level of co-expression of neighboring genes. CONCLUSION: Histone deacetylation sites may serve as possible partition sites for chromatin domains and affect gene expression.

Binding Sites↗

Molecular cloning and expression analysis of a putative nuclear protein, SR-25.

We cloned a full-length mouse cDNA and its human homologue encoding a novel protein designated as "SR-25." In Northern blot analysis, SR-25 mRNA was expressed in all organs tested, and relatively abundant in testis and thymus. Deduced amino acid sequences of mouse SR-25 and human SR-25 showed 77.7% identity. SR-25 has a serine-arginine repeat (SR repeat) and two types of amino acid clusters: a serine cluster and a highly basic cluster. Based on the presence of many nuclear localizing signals and a similarity to RNA splicing proteins, SR-25 is strongly suggested to be a nuclear protein and may contribute to RNA splicing.

Amino Acid Sequence↗

Isolation and expression analysis of salt stress-associated ESTs from contrasting rice cultivars using a PCR-based subtraction method.

Salt stress adversely affects the growth of rice plants. To understand the molecular basis of salt-stress response, four subtracted cDNA libraries were constructed employing specific NaCl-stressed tissues from salt-tolerant (CSR 27 and Pokkali) and salt-sensitive (Pusa basmati 1) rice cultivars. An efficient PCR-based cDNA subtraction method was employed for the isolation of the salt-stress responsive cDNA clones. In all, 1,266 cDNA clones were isolated in the course of this study, out of which 85 clones were end-sequenced. Database search of the sequenced clones showed that 22 clones were homologous to genes that have earlier been implicated in stress response, 34 clones were novel with respect to their function and six clones showed no homology to sequences in any of the public database. Northern analysis showed that the transcript expression pattern of selected clones was variable amongst the cultivars tested with respect to stress-regulation.

Blotting, Northern↗

Cloning and expression analysis of two ZFY-related zinc finger genes from Alligator mississippiensis, a species with temperature-dependent sex determination.

In order to investigate the molecular mechanism of temperature-dependent sex determination, a human zinc finger gene (ZFY), known to be highly conserved amongst other species, was used to isolate homologues from the genome of the American alligator, Alligator mississippiensis. ZFY was originally a candidate for the primary testis-determining gene in man, but is now thought to function further down the sex-determining cascade. Two alligator genes are described, Zfc and Znc6. Both code for zinc finger proteins and exhibit amino acid (aa) homologies to ZFY of 91% and 73%, respectively. Znc6 shows aa homology of 88% to the protein encoded by the zinc finger exon of the human ZFY-related gene, ZNF6, recently found on the X chromosome. Analysis of Zfc and Znc6 expression during embryonic development identified two major transcripts of 5.9 kb and 2.7 kb coding for Zfc, whilst only one transcript of 4.8 kb was detected for Znc6. Both genes are transcribed at all stages tested, from day 3 (post egg laying) throughout gestation. The expression level of all transcripts appears to decline towards the time of hatching (65-72 days). No sex-specific differences in the expression were observed. The extensive sequence conservation of the genes between reptiles and humans suggests major functional constraints. The expression patterns indicate that these genes do not play a primary role in temperature-dependent sex determination.

Alligators and Crocodiles↗

Comparative gene expression analysis of blood and brain provides concurrent validation of SELENBP1 up-regulation in schizophrenia.

Microarray techniques hold great promise for identifying risk factors for schizophrenia (SZ) but have not yet generated widely reproducible results due to methodological differences between studies and the high risk of type I inferential errors. Here we established a protocol for conservative analysis and interpretation of gene expression data from the dorsolateral prefrontal cortex of SZ patients using statistical and bioinformatic methods that limit false positives. We also compared brain gene expression profiles with those from peripheral blood cells of a separate sample of SZ patients to identify disease-associated genes that generalize across tissues and populations and further substantiate the use of gene expression profiling of blood for detecting valid SZ biomarkers. Implementing this systematic approach, we: (i) discovered 177 putative SZ risk genes in brain, 28 of which map to linked chromosomal loci; (ii) delineated six biological processes and 12 molecular functions that may be particularly disrupted in the illness; (iii) identified 123 putative SZ biomarkers in blood, 6 of which (BTG1, GSK3A, HLA-DRB1, HNRPA3, SELENBP1, and SFRS1) had corresponding differential expression in brain; (iv) verified the differential expression of the strongest candidate SZ biomarker (SELENBP1) in blood; and (v) demonstrated neuronal and glial expression of SELENBP1 protein in brain. The continued application of this approach in other brain regions and populations should facilitate the discovery of highly reliable and reproducible candidate risk genes and biomarkers for SZ. The identification of valid peripheral biomarkers for SZ may ultimately facilitate early identification, intervention, and prevention efforts as well.

Biomarkers↗

Comprehensive expression analysis of retinoic acid receptors and retinoid X receptors in non-small cell lung cancer: implications for tumor development and prognosis.

Retinoic acid receptors (RARs) and retinoid X receptors (RXRs) are important in regulating the development, growth and differentiation of cells and have inhibitory effects on non-small cell lung cancer (NSCLC) cell growth. A comprehensive analysis of all RAR and RXR subtypes mRNA expression in a large series of patients with NSCLC and their role in the development and progression of this disease is lacking. Using a quantitative real-time RT-PCR method, we analyzed the mRNA expression of all retinoid receptor subtypes in tumor and matching normal-appearing tissues of 88 patients with NSCLC. Gene expression in tumor tissues was detected with the following frequencies: RARalpha 100%, RARbeta 94%, RARgamma 94%, RXRalpha 100%, RXRbeta 100% and RXRgamma 92%. Levels of mRNA expression in tumor tissues compared with matching normal-appearing tissue were equal or reduced with the following frequencies: RARalpha 76.1%, RARbeta 59.1%, RARgamma 39.8%, RXRalpha 67.1%, RXRbeta 54.5% and RXRgamma 88.6%, and were significantly associated with any one other subtype. The probability of survival was significantly different among patients with low gene expression in no or any two subtypes, any three or four subtypes or any five or six subtypes (P = 0.004, log rank test). Multivariate analysis confirmed low gene expression status as a significant independent unfavorable prognostic factor (P = 0.015). Our results show that decreased expression of all RAR and RXR receptor subtypes is a frequent event in NSCLC. Widely co-regulated down-regulation of expression of all retinoid subclasses suggests a fundamental dysregulation of the retinoid pathway in this cancer. Quantitation of RAR and RXR mRNA expression levels in tumor tissue is a candidate prognostic marker and surrogate biomarker for chemopreventive trials in NSCLC.

Base Sequence↗

Characterization and expression analysis of TNF-related apoptosis inducing ligand (TRAIL) in grass carp Ctenopharyngodon idella.

TRAIL (Apo2 ligand) described as a type II transmembrane protein belonging to the TNF superfamily can induce apoptotic cell death in a variety of cell types. In the present study, a putative cDNA sequence encoding the 299 amino acids of TRAIL (GC-TRAIL) and its genomic organization were identified in grass carp Ctenopharyngodon idella. The predicted GC-TRAIL sequence showed 44 and 41% identities to chicken and human TRAILs, respectively. In a domain search, a tumor necrosis factor homology domain (THD) was identified in the C-terminal portion of TRAILs. The GC-TRAIL gene consists of five exons, with four intervening introns, spaced over approximately 4 kb of genomic sequence. Analysis of GC-TRAIL promoter region revealed the presence of a number of putative transcription factor binding sites, such as Sp1, NF-kappaB, AP-1, GATA, NFAT, HNF, STAT, P53 and IRF1 sequences which are important for the expression of other TNF family members. Phylogenetic analysis placed GC-TRAIL and the putative zebrafish (Danio rerio) TRAIL obtained from searching the zebrafish database into one separate cluster near mammalian TRAIL genes, but apart from the reported zebrafish TRAIL-like protein, indicating that the GC-TRAIL is an authentic fish TRAIL. Expression analysis revealed that GC-TRAIL is expressed in many tissues, such as in gills, liver, trunk kidney, head kidney, intestine and spleen.

Amino Acid Sequence↗

Minimum entropy clustering and applications to gene expression analysis.

Clustering is a common methodology for analyzing the gene expression data. In this paper, we present a new clustering algorithm from an information-theoretic point of view. First, we propose the minimum entropy (measured on a posteriori probabilities) criterion, which is the conditional entropy of clusters given the observations. Fano's inequality indicates that it could be a good criterion for clustering. We generalize the criterion by replacing Shannon's entropy with Havrda-Charvat's structural alpha-entropy. Interestingly, the minimum entropy criterion based on structural alpha-entropy is equal to the probability error of the nearest neighbor method when alpha = 2. This is another evidence that the proposed criterion is good for clustering. With a non-parametric approach for estimating a posteriori probabilities, an efficient iterative algorithm is then established to minimize the entropy. The experimental results show that the clustering algorithm performs significantly better than k-means/medians, hierarchical clustering, SOM, and EM in terms of adjusted Rand index. Particularly, our algorithm performs very well even when the correct number of clusters is unknown. In addition, most clustering algorithms produce poor partitions in presence of outliers while our method can correctly reveal the structure of data and effectively identify outliers simultaneously.

Algorithms↗

Genome-wide identification and expression analysis of the UGT gene family in honeysuckle.

BACKGROUND: The UGT gene family plays critical roles in regulating plant growth, development, stress responses, and secondary metabolite synthesis. Although UGT proteins have been studied in numerous plant species, research on the UGT family in honeysuckle (Lonicera japonica Thunb.) remains limited. RESULTS: In this study, a comprehensive genome-wide analysis of the UGT gene family was performed in honeysuckle. A total of 224 unique LjUGT genes were identified and classified into 21 distinct subfamilies (T71-T92 without T77) based on the phylogenetic analysis. These genes were unevenly distributed on the 9 chromosomes. Eighteen segmental duplication events and 61 tandem duplications were identified, of which only 3 were positive selection. Integrated analysis of promoter cis-acting elements, transcription factors, targeted miRNAs, and interacting proteins suggested that the expression and function of the LjUGT genes may be regulated by transcription factors and proteins through binding to the various binding sites and cis-acting elements, thereby putatively participating in diverse biological processes, including hormone signaling, stress response, and metabolism. The expression pattern analysis of LjUGTs in different tissues and under stress conditions indicated that Lj2A1135G32, Lj5A236T61, Lj6A350T83, and Lj7A737T47 emerged as candidate genes potentially associated with development, 46 genes showed expression changes under all 6 abiotic stresses, suggesting broad stress responsiveness. Additionally, there 7 genes were identified as candidate hub genes that may correlate with the low temperature stress tolerance in honeysuckle according to the WGCNA results, and further verification by qRT-PCR confirmed that Lj4A99G61 and Lj9A591T82 can be regarded as key candidate genes for in-depth research. CONCLUSIONS: This study systematically identified 224 LjUGT genes in honeysuckle for the first time and characterized their physicochemical properties, phylogenetic relationship, and expression patterns. These findings provide a foundational resource for hypothesis-driven investigations into the functions and action mechanisms of LjUGTs.

Lonicera↗

Development of a prostate cDNA microarray and statistical gene expression analysis package.

A cDNA microarray comprising 5184 different cDNAs spotted onto nylon membrane filters was developed for prostate gene expression studies. The clones used for arraying were identified by cluster analysis of > 35 000 prostate cDNA library-derived expressed sequence tags (ESTs) present in the dbEST database maintained by the National Center for Biotechnology Information. Total RNA from two cell lines, prostate line 8.4 and melanoma line UACC903, was used to make radiolabeled probe for filter hybridizations. The absolute intensity of each individual cDNA spot was determined by phosphorimager scanning and evaluated by a bioinformatics package developed specifically for analysis of cDNA microarray experimentation. Results indicated 89% of the genes showed intensity levels above background in prostate cells compared with only 28% in melanoma cells. Replicate probe preparations yielded results with correlation values ranging from r = 0.90 to 0.93 and coefficient of variation ranging from 16 to 28%. Findings indicate that among others, the keratin 5 and vimentin genes were differentially expressed between these two divergent cell lines. Follow-up northern blot analysis verified these two expression changes, thereby demonstrating the reliability of this system. We report the development of a cDNA microarray system that is sensitive and reliable, demonstrates a low degree of variability, and is capable of determining verifiable gene expression differences between two distinct human cell lines. This system will prove useful for differential gene expression analysis in prostate-derived cells and tissue.

DNA, Complementary↗

Molecular cloning and expression analysis of tumor necrosis factor alpha from a marine fish reveal its constitutive expression and ubiquitous nature.

The tumor necrosis factor alpha ( TNF alpha) gene from the marine fish, gilthead seabream (Sparus aurata L.), has been isolated by RT-PCR using degenerate primers designed against vertebrate TNF alpha conserved motifs and subsequent rapid amplification of cDNA ends (RACE). The TNF alpha cDNA consists of a 142 bp 5' untranslated region (5'UTR), a single open reading frame of 762 bp, which could code for a 253 amino acid protein, and a 476-bp 3'UTR. The protein sequence deduced from seabream TNF alpha gene shows a high degree of homology with the Japanese flounder TNF alpha (65.6% identity and 78.9% similarity) and, more important, it is more homologous to mammalian TNF alphas (41.1-48.6% similarity) than to TNF betas (36.0-43.5% similarity). The prediction of a transmembrane domain between residues 37 and 54 of seabream TNF alpha and the presence of a conserved Thr-Leu sequence, which is associated with cleavage of the mouse TNF alpha molecule, suggest that seabream TNF alpha exists in two forms, a membrane-bound and a soluble form. RT-PCR shows that the seabream TNF alpha messenger was widely and constitutively accumulated. Lastly, stimuli known to up-regulate seabream IL-1 beta, lipopolysaccharide and lymphocyte-derived macrophage-activating factor, failed to up-regulate TNF alpha in cultured macrophages. The putative role of three AU-rich endotoxin-responsive motifs (AREs) of seabream TNF alpha mRNA, found within two phylogenetically conserved protein binding regions, is discussed.

Amino Acid Sequence↗