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Prediction of sensitivity of esophageal tumors to adjuvant chemotherapy by cDNA microarray analysis of gene-expression profiles.

We applied cDNA microarray analyses of 9216 genes to establish a genetic method for predicting the outcome of adjuvant chemotherapy to esophageal cancers. We analyzed expression profiles of 20 esophageal cancer tissues from patients who were treated with the same adjuvant chemotherapy after removal of tumor by operation, and we attempted to find genes associated with the duration of survival after surgery. By comparing expression profiles of those cancer tissues, we identified by statistical analysis 52 genes that were likely to be correlated with prognosis and possibly with sensitivity/resistance to the anticancer drugs. We also developed a drug response score based on the differential expression of these genes, and we found a significant correlation between the drug response score and individual patients' prognoses. Our results indicated that this scoring system, based on microarray analysis of selected genes, is likely to have great potential for predicting the prognosis of individual cancer patients with the adjuvant chemotherapy.

Aged↗

Maspin expression profile in human prostate cancer (CaP) and in vitro induction of Maspin expression by androgen ablation.

PURPOSE: Expression of tumor suppressor gene, MASPIN, is associated with inhibition of tumor cell invasion and metastasis. Loss of or decreased expression of Maspin is found frequently in breast and prostate cancer cells. The objective of this study is to investigate Maspin expression in prostate tumor specimens and explore the mechanisms of hormonal regulation of Maspin expression in prostate tumors. EXPERIMENTAL DESIGN: Immunohistochemical staining of Maspin expression was performed on surgical whole-mounted prostate specimens. The expression of Maspin was scored on individual tumors. Correlation of Maspin expression with clinicopathological features was analyzed for statistical significance. Androgen ablation-induced Maspin expression was analyzed by Maspin promoter luciferase reporter assay and quantitative reverse transcription-PCR analysis of endogenous Maspin expression in LNCaP cells in vitro and in animal model. RESULTS: Comprehensive evaluation of Maspin expression profile in multiple tumor foci from whole mounted prostate specimens of prostate cancer patients revealed absence of Maspin expression in a significant fraction (63%). However, Maspin expression is significantly higher in tumor specimens (92%) of patients treated with neoadjuvant androgen ablation therapy before radical prostatectomy. LNCaP cells cultured in androgen-depleted medium show induction of Maspin promoter activity in a promoter luciferase reporter assay. In addition, Maspin expression is increased after castration in LNCaP prostate cancer cells derived tumors in nude mice. CONCLUSIONS: Maspin expression is frequently absent in primary prostate cancers. Up-regulation of MASPIN in response to androgen ablation strongly suggests a physiological role of Maspin in growth inhibition and/or apoptosis of prostate cancer cells during androgen ablation.

Aged↗

Comparative expressed-sequence-tag analysis of differential gene expression profiles in BmNPV-infected BmN cells.

To compare the gene expression profiles of uninfected and Bombyx mori nucleopolyhedrovirus (BmNPV)-infected BmN cells, we constructed four cDNA libraries for mock-infected cells, and cells at 2, 6, and 12 h postinfection (h.p.i.). A total of 2645 partial sequences obtained for expressed-sequence-tags (ESTs) from the libraries were categorized using BLAST searches of the public database and the BmNPV genome sequence. The following proportions of BmNPV-derived ESTs were observed: 0.4, 4.5, and 57% at 2, 6, and 12 h.p.i, respectively. Moreover, 31 BmNPV open reading frames (ORFs) were newly identified for transcripts and the baculovirus-repeated ORFs (bro) showed the highest levels of expression in the 12 h.p.i. library. Most of the host genes decreased in number as the infection progressed. However, several, including cytochrome c oxidase 1, increased in the late stages of infection. Two apoptosis-related host genes were also identified.

Amino Acid Sequence↗

Gene expression profiling with oligonucleotide microarrays distinguishes World Health Organization grade of oligodendrogliomas.

Oligodendrogliomas are the second most common type of glial neoplasm with distinct prognostic and therapeutic implications. Although refinements have led to improved clinical stratification, current grading schemes are still limited by subjective histopathological criteria. In this report, we have used oligonucleotide array technology to perform expression profiling in morphologically classic oligodendrogliomas. Expression information from approximately 1100 genes divided tumors into two molecularly distinct groups that corresponded exactly to their previously assigned histological grades. Subsequent gene clustering identified a subset of 196 transcripts showing a common, differential expression pattern between tumor grades. A number of these genes have been associated with the maintenance of cytoarchitecture, cellular differentiation and maturation, immunogenicity, and chemotherapeutic resistance. These results demonstrate the utility of gene expression profiling as an objective, ancillary tool for grading oligodendrogliomas and a potential approach for classifying diffuse gliomas where histological assessment may be difficult or ambiguous.

Adult↗

Dielectrophoretic cell separation and gene expression profiling on microelectronic chip arrays.

Cell membrane dielectric properties of five different cultivated cell lines and human peripheral blood mononuclear cells (PBMC) were determined from dielectrophoretic crossover frequency measurements on a 5 x 5 microelectronic chip array. Based on distinct dielectric property differences between individual cell types, efficient cell separations were achieved by dielectrophoresis on this 5 x 5 array, which included separation of monocytic cells (U937) or human T cell leukemia virus type 1 (HTLV-1) tax-transformed cells (Ind-2) from PBMC, as well as separation of neuroblastoma cells (SH-SY5Y) from glioma cells (HTB). The purity of dielectrophoretically separated cells can be greater than 95%. Expression profiles of IL-1, TNF-alpha, and TGF-beta genes for U937 cells mixed with PBMC before and after the separation were determined by a means of electric field-facilitated hybridization on a 10 x 10 microelectronic chip array. By using the expression levels of pure U937 cells as a control, it was shown that the gene expression profiles of the postseparation cells were significantly different from those of the preseparation cell mixtures. The increase in gene expression levels for U937 cells upon lipopolysaccharide induction could be accurately determined only in the postseparation cells, while the preseparation samples masked these changes. Furthermore, by cultivating the separated HTB and SH-SY5Y cells and measuring expression of the stress-related gene c-fos, dielectrophoretic forces were shown to have little effect on cell survival and stress. The presented approach of using microelectronic chip arrays for both cell separation and gene expression profiling provides a great potential for accurate genetic analysis of specific cell subpopulations in heterogeneous samples.

Cell Line↗

Manipulating the in vivo mRNA expression profile of FSH beta to resemble that of LH beta does not promote a concomitant increase in intracellular storage of follicle-stimulating hormone.

The beta-subunits of luteinizing hormone (LH beta) and follicle-stimulating hormone (FSH beta) are differentially expressed, and this may contribute to the unique expression and storage patterns of LH and FSH. Therefore, to determine if the in vivo expression profile of FSH beta could be altered to that of LH beta, a truncated ovine FSH beta (oFSH beta) gene, which would encode a mRNA lacking the putative destabilizing 3' untranslated region, was fused downstream of the ovine LH beta (oLH beta) promoter and expressed in transgenic mice. In two independent lines, line 16 and 17, we measured oFSH beta, mouse LH beta (mLHbeta) and mouse FSH beta (mFSH beta) mRNA levels: (i) after castration in males; (ii) after administering inhibin to ovariectomized mice; and (iii) during the oestrous cycle. In each experiment, the expression profile of oFSH beta mRNA mimicked mLH beta and not mFSH beta mRNA. In addition, after actinomycin D treatment of pituitary cultures, while mFSH beta mRNA did decay, there was no measurable decay of the oFSH beta mRNA transcript. These differences increased total FSH beta steady-state mRNA expression levels in male transgenics. However, there was no detectable increase in pituitary FSH by either radioimmunoassay or western blotting analysis of pituitary extracts. Subsequent analysis revealed that pituitary FSH beta in line 16 was heavily glycosylated; in contrast, pituitary FSH beta in line 17 was largely unmodified. These differences in post-translational modification of the beta-subunit, and the lack of intracellular storage, contributed to increased plasma FSH levels and ovulation rate in line 16, but not line 17. In conclusion, the expression profile of oFSH beta mRNA was manipulated to mimic mLH beta mRNA and this increased FSH beta mRNA expression levels, but did not increase storage of FSH. This suggests that, regardless of the levels of synthesis, post-translational sorting preferentially promotes FSH secretion from the pituitary.

Animals↗

Human prostate cancer and benign prostatic hyperplasia: molecular dissection by gene expression profiling.

Critical aspects of the biology and molecular basis for prostate malignancy remain poorly understood. To reveal fundamental differences between benign and malignant growth of prostate cells, we performed gene expression profiling of primary human prostate cancer and benign prostatic hyperplasia (BPH) using cDNA microarrays consisting of 6500 human genes. Frozen prostate specimens were processed to facilitate extraction of RNA from regions of tissue enriched in either benign or malignant epithelial cell growth within a given specimen. Gene expression in each of the 16 prostate cancer and nine BPH specimens was compared with a common reference to generate normalized measures for each gene across all of the samples. Using an analysis of complete pairwise comparisons of expression profiles among all of the samples, we observed clearly discernable patterns of overall gene expression that differentiated prostate cancer from BPH. Further analysis of the data identified 210 genes with statistically significant differences in expression between prostate cancer and BPH. These genes include many not recognized previously as differentially expressed in prostate cancer and BPH, including hepsin, which codes for a transmembrane serine protease. This study reveals for the first time that significant and widespread differences in gene expression patterns exist between benign and malignant growth of the prostate gland. Gene expression analysis of prostate tissues should help to disclose the molecular mechanisms underlying prostate malignant growth and identify molecular markers for diagnostic, prognostic, and therapeutic use.

Gene Expression Profiling↗

Gene expression profiling of cardiovascular disease models.

Recent development of gene expression profiling technologies has enabled the large-scale analysis of gene expression changes during disease progression. Frequently, cardiovascular diseases involve complex interactions of multiple cell types over prolonged periods of time. A better understanding of the pathology of cardiovascular diseases and the potential identification of underlying genetic defects are currently being explored by using profiling methodologies in a number of animal and tissue-culture models.

Animals↗

Evolutionary characterization and expression profiling of ACC and FASN genes in Chinese mitten crab Eriocheir sinensis.

Acetyl-CoA carboxylase (ACC) and fatty acid synthase (FASN) are rate-limiting enzymes in the fatty acid biosynthetic pathway, yet their evolutionary relationships, sequence features, and expression profiles remain poorly understood in crustaceans, particularly in the economically important Chinese mitten crab (Eriocheir sinensis). Here, we identified and systematically analyzed ACC and FASN genes in E. sinensis using comparative genomic analyses across 43 species. ACC was highly conserved as a single-copy gene in invertebrates, in contrast to the multiple paralogs observed in vertebrates. Similarly, FASN was generally maintained as a single-copy gene across most taxa but exhibited lineage-specific expansion in certain insect groups. Phylogenetic and structural analysis revealed strong conservation of both genes within crustaceans, supported by multiple conserved motifs and canonical functional domains. Expression profiling showed predominant expression in the hepatopancreas and midgut, suggesting their potential involvement in crustacean lipid metabolism. During the molting cycle, ACC and FASN exhibited higher expression levels during stages C and D, suggesting an increased capacity for fatty acid biosynthesis before molting. In addition, dietary lipid levels experiment revealed that ACC and FASN expression responded dynamically to dietary lipid availability, with increased expression at moderate lipid levels but reduced expression under excessive lipid supplementation, indicating a possible adaptive transcriptional response to lipid status. Collectively, this study provides insights into the evolutionary conservation and expression dynamics of ACC and FASN and improves our understanding of lipid metabolic adaptation in crustaceans.

Animals↗

Similarity and variation in gene expression among human cerebral cortical subregions revealed by DNA macroarrays: technical consideration of RNA expression profiling from postmortem samples.

The functional regionality of the human cerebral cortex suggests that a set of genes might be activated in each subregion of the neocortex to support its specific functions. To test this hypothesis, we employed the DNA array technique to compare the mRNA expression profiles of three neocortical subregions of the human brain: prefrontal cortex (Area 46), motor cortex (Area 4) and visual cortex (Area 17). The macroarray analysis on high quality mRNA from postmortem brains revealed that the expression profiles of the different cortical areas are almost similar: only six out of 1088 known genes exhibited significant differences (>2-fold) in their expression. RT-PCR studies with an increased number of samples confirmed that expression of only two genes, annexin II and early growth response protein 1, varied by 2-fold among the regions, whereas expression of the others showed large inter-individual difference. These results suggest that the whole neocortex of humans is more homogeneous than we expected at the level of gross gene expression profiles. In parallel, sensitivity and accuracy of radioisotope-based DNA macroarrays and fluorescence-based DNA microarrays were tested.

Aged↗

The use of expression profiling to study pigment cell biology and dysfunction.

Regulation of gene expression is a fundamental process by which cells respond to both intracellular and extracellular signals. For a pigment cell, alterations in gene expression regulate the processes of cell migration, lineage restriction, differentiation, type of pigment produced, and progression from a normal pigment cell to that of melanoma. To date, the identification of genes involved in normal pigment cell development has been accomplished by the cloning of individual mutant alleles, a single gene at a time. Current advances in technology have now made it possible to use expression profile analysis to investigate, on a genomic scale, the process of pigment cell development and function. This review compares and contrasts the methods of subtractive suppressive polymerase chain reaction (PCR) and differential display with that of cDNA microarray analysis.

Cell Differentiation↗

Expression profiling of MMA-1a and splice variant MMA-1b: new cancer/testis antigens identified in human melanoma.

Using high-density oligonucleotide array analysis, we have recently compared the gene expression profiles of 2 human melanoma cell lines with marked difference in metastatic behavior after subcutaneous inoculation into nude mice (de Wit et al., Melanoma Res, in press). We identified an expressed sequence tag (EST), which we called malignant melanoma-associated 1 (MMA-1a), showing evident differential expression between the 2 cell lines. The MMA-1a gene is localized on chromosome 21q22.2 and its mRNA exists of 4 exons. Homology search displayed a splice variant of MMA-1a that lacks exon 3 and that was called MMA-1b. Expression profiles of MMA-1a and MMA-1b are determined by reverse transciptase polymerase chain reaction (RT-PCR) analysis. Among 30 different normal tissue samples, expression of MMA-1a and MMA-1b was exclusively found in the testis after a first PCR of 30 cycles. Even more sensitive screening achieved by performing multiple semi-nested RT-PCR showed no or very low expression in the other normal tissues tested. During melanocytic tumor progression, MMA-1a and/or MMA-1b exhibited an emergence of expression in primary melanoma (20%) and melanoma metastasis samples (30%) after only 1 round of PCR. Expression of MMA-1a and/or MMA-1b was also identified in other tumor cell lines and fresh tumor samples of variable origin, e.g., lung, liver, bladder and soft tissues (sarcomas). We conclude that MMA-1a and MMA-1b are new members of the family of cancer/testis antigens.

Alternative Splicing↗

Differential pituitary gene expression profiles associated- to aging and spontaneous tumors as revealed by rat cDNA expression array.

Aging of the rat pituitary is often accompanied by the occurrence of adenomas. We asked whether complementary DNA hybridization array was adapted to identify gene expression patterns linked to aging and associated spontaneous adenomas. Thus, [32P]dATP-labeled cDNAs were prepared from pituitaries of three month-old rats (Y) and tumor-bearing 20-28-month-old rats (OT). The cDNAs were hybridized to identical membrane arrays allowing to study simultaneously 588 known genes (Clontech 7738-1). Among the 79 genes detected, the GH gene was predominantly expressed in both groups. Twenty-eight genes in the OT group and 15 in the Y group were found to be expressed at a higher level. The largest differences were of about 17 fold and were observed for the galanin and glutathione S transferase genes in the Y and OT groups, respectively. Relative RT-PCR was applied to validate the OT versus Y expression pattern obtained via cDNA array hybridization. The results were consistent for 14 out the 15 genes tested. In the light of these results, differential membrane array hybridization appears suitable to identify gene expression profiles associated with pituitary aging.

Adenoma↗

Gene expression profiles in human cardiac cells subjected to hypoxia or expressing a hybrid form of HIF-1 alpha.

The cellular response to hypoxia depends on rapid posttranslational modifications of proteins as well as regulation of gene expression. We performed serial analysis of gene expression (SAGE) on human cardiac cells under normoxia, subjected to hypoxia, or infected with Ad2/HIF-1alpha/VP16 (an adenoviral vector expressing a stable hybrid form of hypoxia-inducible factor 1alpha) or Ad2/CMVEV (an empty vector). Of the 97,646 SAGE tags that were sequenced, 27% matched GenBank entries, while an additional 32% matched expressed sequence tags (ESTs) in UniGene. We analyzed 161 characterized genes or ESTs with a putative identification. Expression of 35, 11, and 46 genes was increased by hypoxia, infection with Ad2/EVCMV, or infection with Ad2/HIF-1alpha/VP16, respectively, compared with normoxia; conversely, 20, 11, 38 genes, respectively, were expressed at lower levels. Genes regulated by hypoxia were associated with transcription, biosynthesis, extracellular matrix formation, glycolysis, energy production, cell survival, and cell stress. Changes following infection with Ad2/HIF-1alpha/VP16 mimicked the hypoxic response to a certain extent. Infection with Ad2/CMVEV affected expression of genes that were associated with extracellular matrix formation and membrane trafficking. Differential expression of select genes was confirmed using TaqMan in additional human cardiac cells and rat neonatal ventricular myocytes. These data provide insight into gene expression underlying the diverse and complex cellular response to hypoxia, expression of HIF-1alpha/VP16, or adenoviral infection.

Adenoviridae↗

Identification of gene expression profiles that segregate patients with childhood leukemia.

To identify genes whose expression correlated with biological features of childhood leukemia, we prospectively analyzed the expression profiles of 4608 genes using cDNA microarrays in 51 freshly processed bone marrow samples from children with acute leukemia, over a 24-month period, at a single institution. Two supervised methods of analysis were used to identify the 20 best discriminating genes between the following cohorts: acute myelogenous leukemia (AML) versus acute lymphoblastic leukemia (ALL); B-lineage versus T-lineage ALL; newly diagnosed B-lineage standard-risk versus high-risk ALL; and B-lineage leukemia harboring the TEL-AML 1 fusion versus patients without a molecularly characterized translocation. These methods identified overlapping sets of genes that segregated patients within described subgroups. Cross-validation demonstrated that the majority of patients could be correctly classified based on these genes alone, and hierarchical clustering grouped patients with similar clinical and biological disease features. The potential for select genes to discriminate patients was validated using real-time PCR in samples that were analyzed by microarray profiling and in other uniformly processed leukemic marrow samples. As expected, microarray technology can successfully segregate patients defined by traditional measures such as immunophenotype and cytogenetic alterations. However, among specific subgroups, this preliminary analysis also suggests that microarrays can identify unanticipated similarities and diversity in individual patients and thus may be useful in augmenting risk-group stratification in the future.

Child↗

Expression profiling suggested a regulatory role of liver-enriched transcription factors in human hepatocellular carcinoma.

By using a cDNA array representing 14,000 cDNA clusters, we studied the expression profiles in paired clinical hepatocellular carcinoma (HCC) samples and the distal nontumorous liver tissues from the same patients. Despite the significant heterogeneity among the clinical samples, 72 genes (including 30 novel genes) were down-regulated and 84 genes (including 48 novel genes) were up-regulated in >50% of the cancer samples that were identified. The alterations in gene expression levels were confirmed by Northern blot and reverse-transcription PCR in all of 4 randomly selected genes. It was conspicuous that 21 of 38 hepatocarcinoma (HCC) down-regulated genes studied previously were reportedly regulated by a group of liver-enriched transcription factors (LETFs), and 12 of 36 HCC up-regulated genes studied previously were involved in protein translation. Reexamination of the cDNA array data further revealed that most of the genes known to be regulated by LETFs were down-regulated in at least a portion of the HCC samples. Among the LETFs, the expression level of CCAAT/enhancer-binding protein (C/EBP) alpha was down-regulated in cancer, whereas hepatocyte nuclear factor 1 (HNF-1), HNF-3beta, HNF-4alpha, and HNF-4gamma were up-regulated. The expression profiling thus suggested multiple regulatory pathways involved in HCC, especially that related to LETFs.

Basic Helix-Loop-Helix Leucine Zipper Transcriptio↗

Chromosome 1q expression profiling and relapse in Wilms' tumour.

Gene-expression patterns have proved useful for tumour classification and prediction of prognosis. We investigated a new gene-expression profiling method that targets individual chromosomes--comparative expressed sequence hybridisation (CESH)--to establish if any expression pattern was associated with relapse, and if this pattern could accurately predict outcome. We studied 18 cases of Wilms' tumour with favourable histological findings. Relative overexpression of genes on the long arm of chromosome 1 was shown in all tumours that subsequently relapsed but in none of those from patients in remission (odds ratio 357, 95% CI 6.4-19960). This finding shows the value of CESH analysis to rapidly screen for chromosomal regions that carry genes whose differential expression is important in establishment of tumour behaviour.

Child↗

Gene expression profiling of low-grade diffuse astrocytomas by cDNA arrays.

Diffuse astrocytoma WHO grade II is a well-differentiated, slowly growing tumor that has an inherent tendency to progress to anaplastic astrocytoma (WHO grade III) and, eventually, to glioblastoma (WHO grade IV). Little is known about its molecular basis, except for p53 mutations that are found in >60% of cases. In a search for additional genetic alterations, we carried out gene expression profiling of 11 diffuse astrocytomas using cDNA expression arrays. Expression of six genes (TIMP3, c-myc, EGFR, DR-nm23, nm23-H4, and GDNPF) was detected in 64-100% of diffuse astrocytomas, but not in nontumorous brain tissue. Seven genes (AAD14, SPARC, LRP, PDGFR-alpha, 60S ribosomal protein L5, PTN, and hBAP) were found to be up-regulated more than 2-fold in 20-60% of cases, whereas 11 genes (IFI 9-27, protein kinase CLK, TDGF1, BIN1, GAB1, TYRO3, LDH-A, adducin 3, GUK1, CDC10, and KRT8) were down-regulated to less than 50% of normal levels in 64-100% of cases. Semiquantitative conventional reverse transcription-PCR was performed for 11 genes, 9 of which showed an expression profile similar to that obtained with cDNA expression arrays. Immunohistochemical staining for SPARC showed cytoplasmic immunoreactivity of neoplastic cells in all diffuse astrocytomas analyzed. These results indicate significant changes in gene expression in diffuse astrocytomas, but it remains to be shown which of these are causally related to the transformation of glial cells.

Adult↗