Detailed information [High-throughput data]

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Data information

Data Id :
GSE63108 ( miRNA )
Disease :
oesophageal adenocarcinoma ( esophageal )
Title :
Circulating serum miRNAs as potential diagnostic biomarkers for oesophageal adenocarcinoma
Percentage of samples :
Cancer : 28 / Control : 19
Data Processing :
Data were analysed in R version 3.0.2 and SPSS v19 (IBM Inc.). The relative expression of each miRNA was calculated as 2(40-Ct). All possible permutations of miRNA ratios were generated from the relative expression values using R version 3.0.2. Mann-Whitney U tests (p<0.05), linear regression (regression coefficient p<0.05), and area under the curve (AUC>0.7) of Receiver Operating Characteristic curves (ROC) were used to generate a list of differentially expressed microRNAs for control and Barrett's oesoghagus vs. oesophageal adenocarcinoma. Expression data were processed using OpenArray® Real-Time qPCR Analysis Software (BioTrove™, version 1.0.4). CSV files were generated by the software with the cycle threshold (Ct) values for each microRNA with a setting of Ct confidence value threshold of 150. The CSV files were imported into Realtime Statminer® software (Integromics, Philadelphia, Pa., USA) for quality checking. Data in the CSV files was then analysed using R version 3.0.2 and SPSS v19 (IBM Inc) for Mac. Only microRNAs which amplified in every sample were analysed for further analysis.
Data Summary :
Exosomes were purified from 250 ul serum using ExoQuickTm. The presence of particles consistent in size with exosomes (60-150nm) was confirmed using a Nanosight LM10. miRNA was extracted from exosomes using an miRNeasy Serum/Plasma kit (Qiagen, #217184). miRNA was reversed transcribed using a TaqMan® microRNA Reverse Transcription Kit (Life technologies, #4366596). miRNA profiling was performed with a high throughput TaqMan® OpenArray® Human microRNA panel (Life technologies, #4461104). The panel consisted of probes for 754 human miRNAs that are based on miRNA sequences derived from Sanger miRBase v14. MegaplexTM Primer Human Pool A v2.1 and Human Pool B v2.0 or v3.0
Overall design :
OpenArray high throughput real time PCR of microRNAs -- 19 patients without oesophageal disease, 10 patients with non-dysplastic Barrett's Oesophagus, 18 patients with locally advanced Oesophageal Adenocarcinoma
Citation(s) :
Chiam K, Wang T, Watson DI, Mayne GC et al. Circulating Serum Exosomal miRNAs As Potential Biomarkers for Esophageal Adenocarcinoma. J Gastrointest Surg 2015 Jul;19(7):1208-15. PMID: 25943911
Extraction Protocol :
Exosomes were isolated from the serum samples using ExoquickTm (System Biosciences, EXOQ20A-1). Extraction of miRNA from exosomes was performed using a miRNeasy Serum/Plasma kit (Qiagen, #217184) with a final elution volume of 24 microlitres ultra pure water
Extraction Molecule :
total RNA
Lable :
FAMTM
Label Protocol :
PCR assays were performed by following the protocol for TaqMan@OpenArray Human MicroRNA Panel (4461104, Life technologies). For each sample, 3μl of RNA was reverse transcribed using pre-defined RT-primers (MegaplexTM Primer Human Pool A and Pool B) and the TaqMan® microRNA Reverse Transcription Kit (Life technologies, #4366596). Pre-amplifications were carried out with MegaplexTM PreAmp Pools and TaqMan PreAmp Master Mix on 7.5μl cDNA/ sample for each pool. The pre-amplified products (4μl per sample) were diluted at the recommended 1:40 dilution with 156μl of RNase-free ultra pure water before loading onto the 384-well TaqMan OpenArray loading plate. PCR runs were performed on XXX.
Hybridization Protocol :
n/a
Scan Protocol :
n/a

Basic Analysis


Functional enrichment