Metabolomics,Unknown,Transcriptomics,Genomics,Proteomics

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Deciphering targets of CD271-dependent signaling processes

ABSTRACT: Genome-wide expression profiling of stably NGFR transfected melanoma cells was used to identify genes driven by expression of the nerve growth factor receptor CD271 (NGFR). Stable overexpression of NGFR (CD271): Generation of cell lines stably overexpressing CD271 (NGFR), melanoma cells were transfected with 2 Âµg of a plasmid expressing GFP-tagged human NGFR (RG207966, OriGene) and selected with G418 (100-300 Âµg/ml, PAA) over a period of two weeks followed by sub-cloning or FACS. Gene expression profiling: Whole genome expression profiling of T20/02 and A375 cells (NGFR) and control cells (Mock or GFP) was performed with three biological replicates. Illumina raw data of BeadChip HumanHT-12V4 platform were summarized via the BeadStudio without normalization and background correction. Follow-up processing was done via the R/Bioconductor environment employing packages lumi, limma and q-value. Data were normalized with quantile normalization. Genes were termed significantly differentially expressed when the average detection p-value of at least one case was < 0.05 the ratio was outside the interval [0.75,1.33], one of the p-values from limma test, Student's t-test, Welch test and Wilcoxon test was < 0.05. At least one of the q-values corresponding to one of these tests < 0.05.

ORGANISM(S): Homo sapiens

SUBMITTER: Christian Regenbrecht

PROVIDER: E-GEOD-78155 | biostudies-arrayexpress |

REPOSITORIES: biostudies-arrayexpress

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Project description:Background: Large-scale genomic analyses of patient cohorts have revealed extensive heterogeneity between individual tumors, contributing to treatment failure and drug resistance. In malignant melanoma, heterogeneity is thought to arise as a consequence of the differentiation of melanoma-initiating cells that are defined by cell-surface markers like CD271 or CD133. Results: Here we identified the nerve growth factor receptor (CD271) as a crucial determinant of melanoma cell tumorigenicity, stem-like properties, heterogeneity and plasticity. Stable shRNA mediated knock-down of CD271 in patient-derived melanoma cells abrogated their tumor-initiating and colony-forming capacity. A genome-wide expression profiling and gene-set enrichment analysis revealed novel connections of CD271 with melanoma-associated genes like CD133 and points to a neural crest stem cell (NCSC) signature lost upon CD271 knock-down. In a meta-analysis, we found CD271 linked to the neural crest specifier SOX10 and observed a shared set of 271 differentially regulated genes. To dissect the connection of CD271 and CD133 we analyzed 10 patient-derived melanoma-cell lines for cell-surface expression of both markers compared to established cell lines MeWo and A375. We found CD271+ cells in the majority of cell lines analyzed as well as in a set of 16 different patient-derived melanoma metastases. Strikingly, only 2/12 cell lines harbored a CD133+ sub-set that in addition comprised a fraction of cells of a CD271+/CD133+ phenotype. Those cells were found in the label-retaining fraction and in vitro deduced from CD271+ but not CD271 knock-down cells. Conclusions: Our present study provides a deeper insight into the regulation of melanoma cell properties and points CD271 out as a regulator of several melanoma-associated genes. Further, our data strongly suggest CD271 is a crucial determinant of stem-like properties of melanoma cells like colony-formation and tumorigenicity. For knock-down of CD271 (NGFR), melanoma cells were transfected with 2 M-BM-5g of each shRNA plasmid; #2: 5M-bM-^@M-^Y-ACAACCTCATCCCTGTCTATT-3M-bM-^@M-^Y; #3: 5M-bM-^@M-^Y-CCCGAGCACATAGA CTCCTTT-3M-bM-^@M-^Y and #4: 5M-bM-^@M-^Y-CCGAGCACATAGACTCCTTTA-3M-bM-^@M-^Y or control shRNA (shCtl 5M-bM-^@M-^Y-GGAATCTCATTCGATGCATAC-3M-bM-^@M-^Y; all from Quiagen) using Lipofectamine2000 (Invitrogen). Cells were selected with puromycin (10M-BM-5g/ ml) over a period of two weeks. Whole genome expression profiling of CD271k.d. cells (shRNA#4) and shCtl. cells was performed with three biological replicates. Illumina raw data of BeadChip HumanHT-12V4 platform were summarized via the BeadStudio without normalization and background correction. Follow-up processing was done via the R/Bioconductor environment employing packages lumi, limma and q-value. Data were normalized with quantile normalization. Genes were termed significantly differentially expressed when the average detection p-value of at least one case was < 0.05 the ratio was outside the interval [0.75,1.33], one of the p-values from limma test, Student's t-test, Welch test and Wilcoxon test was < 0.05. At least one of the q-values corresponding to one of these tests < 0.05.

Project description:Background and aims: Mucosal abnormalities are potentially important in the primary pathogenesis of ulcerative colitis (UC). We investigated the mucosal transcriptomic expression profiles of biopsies from patients with UC and healthy controls (HC), taken from macroscopically non-inflamed tissue from the terminal ileum and three colonic locations with the objective of identifying abnormal molecules that might be involved in disease development. Methods: Whole-genome transcriptional analysis was performed on intestinal biopsies taken from 24 UC, 26 HC and 14 patients with CrohnM-bM-^@M-^Ys disease. Differential gene expression analysis was performed at each tissue location separately and results were then meta-analysed using FisherM-bM-^@M-^Ys method. Significantly differentially expressed genes were validated using qPCR. Gene location within the colon was determined using immunohistochemistry, subcellular fractionation, electron and confocal microscopy. DNA methylation was quantified by pyrosequencing. Results: Seven probes were abnormally expressed throughout the colon in UC patients with Family with sequence similarity member 5 C (FAM5C) being the most significantly underexpressed. Attenuated expression of FAM5C in UC was independent of inflammation, unrelated to phenotype or treatment, and remained low at rebiopsy approximately 23 months later. FAM5C is localised to the brush border of the colonic epithelium and expression is influenced by DNA methylation within its promoter. Conclusion: Genome-wide expression analysis of non-inflamed mucosal biopsies from UC patients identified FAM5C as significantly under-expressed throughout the colon in a major sub-set of patients with UC. Low levels of this gene could predispose to or contribute to the maintenance of the characteristic mucosal inflammation seen in this condition. Total RNA was extracted from the intestinal biopsies taken from macroscopically normal mucosa in the rectum, descending colon, ascending colon and terminal ileum in clinically quiescent Ulcerative colitis and Crohn's disease patients and compared to healthy controls. Normalized data for 26,261 probes out of 47,323 only. Criteria for inclusion not specified. The non-normalized matrix contains the complete non-normalized data for all probes.

Project description:RNA-seq is a powerful tool for comprehensive characterization of whole transcriptome at both gene and exon levels and with a unique ability of identifying novel splicing variants. To date, RNA-seq analysis of HBV-related HCC has not been reported. In this study, we performed transcriptome analyses for 10 matched pairs of cancer and non-cancerous tissues from Chinese HBV-related hepatocelluar carcinoma patients using 36bp single-end sequencing approach on Solexa/Illumina GAII platform. On average, about 21.6 million sequencing reads and 10.6 million aligned reads were obtained for samples sequenced on each lane, which was able to identify > 50% of all the annotated genes for each sample. Furthermore, from by far the largest database of transcripts expressed in HCC tissues, we identified 1,378 significantly differently expressed genes (DEGs) and 24, 338 differentially expressed exons (DEEs). Comprehensive function analyses indicated that cell growth-related, metabolism-related and immune-related pathways were most significantly enriched by DEGs, pointing to a complex mechanism for HCC carcinogenesis. Positional gene enrichment analysis showed that DEGs were most significantly enriched at chromosome 8q21.3-24.3. The most interesting findings were from the analysis at exon levels where we characterized three major patterns of expression changes between gene levels and exon levels, implying a much complex landscape of transcript-specific differential expressions in HCC. Finally, we identified a novel highly up-regulated exon-exon junction in ATAD2 (ATPase family, AAA domain containing 2) gene in HCC tissues. Overall, to our best knowledge, our study represents the most comprehensive characterization of the HBV-related HCC transcriptome including exon level expression changes and novel splicing variants, which illustrated the power of RNA-seq and provided important clues for understanding the molecular mechanisms of HCC pathogenesis at system-wide levels. A comprehensive analysis of transcriptome for 10 match-paired HBV-related Chinese HCC and non-cancerous adjacent tissues. Processed data files: Exon-level results, gene-level results, differentially expressed exons, and differently expressed genes (DEGs).

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Deciphering targets of CD271-dependent signaling processes

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