Metabolomics,Unknown,Transcriptomics,Genomics,Proteomics

Dataset Information

Multiple platform assessment and isomir analysis of the EGF dependent microRNA-ome by microarray and deep sequencing analysis [Exiqon]

ABSTRACT: We have used an integrative high content analysis approach to identify the specific miRNAs implicated in EGF signaling in HeLa cells as potential mediators of cancer mediated functions. We have used microarray and deep-sequencing technologies in order to obtain a global view of the EGF miRNA transcriptome with a robust experimental cross-validation. By applying a procedure based on Rankprod tests, we have delimited a solid set of EGF-regulated miRNAs. After validating regulated miRNAs by RT-qPCR, we have derived protein networks and biological functions from the predicted targets of the regulated miRNAs to gain insight into the potential role of miRNAs in EGF-treated cells. In addition, we have analyzed sequence heterogeneity due to editing relative to the reference sequence (isomirs) among regulated miRNAs. Time course experiment comparing HeLa gene expression in response to EGF analyzed on different microarray platforms and by digital gene expression using short read high throughput sequencing by synthesis. Three independent experiments were performed where HeLa cells were serum deprived for 24 hours and were either left untreated or treated with EGF for 6 h and harvested for RNA extraction. treated vs. untreated comparison, time course

ORGANISM(S): Homo sapiens

SUBMITTER: Lauro Sumoy

PROVIDER: E-GEOD-41225 | biostudies-arrayexpress |

REPOSITORIES: biostudies-arrayexpress

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Publications

Microarray and deep sequencing cross-platform analysis of the mirRNome and isomiR variation in response to epidermal growth factor.

Llorens Franc F Hummel Manuela M Pantano Lorena L Pastor Xavier X Vivancos Ana A Castillo Ester E Mattlin Heidi H Ferrer Anna A Ingham Matthew M Noguera Marc M Kofler Robert R Dohm Juliane C JC Pluvinet Raquel R Bayés Mònica M Himmelbauer Heinz H del Rio José Antonio JA Martí Eulàlia E Sumoy Lauro L

BMC genomics 20130601

<h4>Background</h4>Epidermal Growth Factor (EGF) plays an important function in the regulation of cell growth, proliferation, and differentiation by binding to its receptor (EGFR) and providing cancer cells with increased survival responsiveness. Signal transduction carried out by EGF has been extensively studied at both transcriptional and post-transcriptional levels. Little is known about the involvement of microRNAs (miRNAs) in the EGF signaling pathway. miRNAs have emerged as major players i ...[more]

PMID: 23724959

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Project description:Background: Exosomes are nanovesicles of endocytic origin believed to be involved in communication between cells. Recently, it has been shown that mast cell exosomes contain RNA named "exosomal shuttle RNA". The aim of this study was to evaluate whether exosomal shuttle RNA could play a role in the communication between human mast cells and between human mast cells and human CD34 positive progenitor cells. Results: Exosomes from the human mast cell line HMC-1 contain RNA. The exosomes contain no or very little ribosomal RNA compared to their donor cells. The mRNA and microRNA content in exosomes and their donor cells was examined using microarray analyses. We found 116 microRNA in the exosomes and 134 microRNA in the cells, from which some were expressed at different level. DNA microarray experiments revealed the presence of approximately 1800 mRNAs in the exosomes, which represent 15% of the donor cell mRNA content. Transfer experiments revealed that exosomes and their RNA can transfer to other HMC-1 cells and to CD34 positive progenitors. Conclusions: To conclude, HMC-1 exosomes contain mRNA and microRNA that can be transferred to other mast cells and to CD34 progenitors. This shuttle of exosomal RNA may represent a powerful mode of communication between cells where cells send genetic information to other cells over a distance via exosomes. [miRNA profiling] Identification of microRNA was performed by Exiqon (www.exiqon.com). Briefly, the quality of the total RNA was verified by an Agilent 2100 Bioanalyzer. Total RNA from the exosome and the HMC-1 cell samples were labelled with Hy3 and Hy5 fluorescent stain, respectively, using the miRCURY Hy3/Hy5 power labelling kit. The Hy3-labelled exosome samples and a Hy5-labeled mast cells were mixed pair-wise and hybridized to the miRCURY? LNA array (v9.2). The hybridization was performed according to the miRCURY? LNA array manual using a Tecan HS4800 hybridization station (Tecan Systems, Inc. San Jose, CA). The miRCURY? LNA array microarray slides were scanned by a ScanArray 4000 XL scanner (Packard Biochip Technologies, Billerica, MA ,USA) and the image analysis was carried out using the ImaGene 6.1.0 software (BioDiscovery, Inc, El Segundo, CA USA). The quantified signals were normalized using the global Lowess (LOcally WEighted Scatterplot Smoothing) regression algorithm. MicroRNA with signals equal to or below the background signal in 2 or more of the 4 replicate measurements were identified as absent in that slide. The limit for a miRNA to be listed as detectable was set to signal intensities higher than 3 x background (3 x median Hy3 or Hy5 for the total slide). In addition, where signals were detected for <3 of the slides, they were considered unreliable and excluded from sets of detected miRNAs. The experiment was performed in triplicate samples. The signal was calculated as the mean value of the log2MeanRatio Hy3/Hy5 for the triplicates M-BM-1 SD. [mRNA profiling] Exosomes were prepared from the supernatant of HMC-1 cells by differential centrifugations and filtration. RNA was isolated from the exosomes and their parental cells using Trizol . The microarray experiments were performed by SweGene (www.swegene.org/) according to Affymetrix microarray DNA chip analysis (n=4). p0739_E1, p0739_ E2, p0739_E3 and p0739_E4 for the exosomes samples and p0739_C1, p0739_C2, p0739_C3, and p0739_C4 for the HMC-1 cells. [miRNA profiling] Exosomes were prepared from the supernatant of HMC-1 cells by differential centrifugations and filtration. RNA was isolated from the exosomes and their parental cells using Trizol followed by RNeasy clean-up. The microarray experiments were performed by Exiqon.

Dataset Information

Multiple platform assessment and isomir analysis of the EGF dependent microRNA-ome by microarray and deep sequencing analysis [Exiqon]

Publications

Microarray and deep sequencing cross-platform analysis of the mirRNome and isomiR variation in response to epidermal growth factor.

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