The resulting fluorescence intensity data and quality annotations for the 17,102 gene features were exported into the Gene Spring GX version 10. 0. 2 analysis platform after under going block Lowess normalization. All control features were excluded from subsequent analyses. Data trans formation and quality filtering were as in Morais et al. This gave a final list of 15,498 genes that were eli gible for statistical analysis. Experimental annotations complied fully with minimum information about a microarray experiment guidelines and ex perimental hybridisations are archived on the EBI ArrayExpress database under accession number E TABM 1173. Hybridization data were analysed in GeneSpring by two way ANOVA, which examined the explanatory power of the variable diet and genotype and the interaction between the two, followed by Gene Ontology enrichment analysis of the significant lists of features, at a significance level Inhibitors,Modulators,Libraries of 0.
05. No multiple test correction was employed, as pre vious analyses, Inhibitors,Modulators,Libraries confirmed by RT qPCR, indicated that such corrections are over conservative for this type of data. RT qPCR gene expression Anacetrapib analysis Expression of selected genes, for microarray validation and to further examine biological processes of interest, was studied by reverse transcription quantitative real time PCR , with target qPCR primer sequences given in Additional file 2. In addition, amplifi cation of two reference genes, cofilin 2 and elongation factor 1, was performed. One ug of column purified total RNA per sample was reverse transcribed into cDNA using the VersoTM cDNA kit using a mixture of random hexamers and anchored oligo dT at 3,1.
Negative controls were performed to check for genomic DNA contamination. A similar amount of cDNA was pooled from all samples and the remaining cDNA diluted 20 fold with water. RT Inhibitors,Modulators,Libraries qPCR analysis used relative quantification with the amplification efficiency of each primer pair assessed by serial dilutions of the cDNA pool. Amplifications were carried out in duplicate using a Quantica machine in a final volume of 20 ul containing 2 8 ul diluted Inhibitors,Modulators,Libraries cDNA, 0. 5 uM of each primer and 10 ul AbsoluteTM QPCR SYBRW Green mix, with a systematic negative control. The qPCR profiles con tained an initial activation step at 95 C for 15 min, fol lowed by 30 40 cycles, 15 s at 95 C, 15 s at the specific primer pair annealing temperature and 15 s at 72 C. After amplification, a melt curve was performed confirming a single product in each reaction, RT qPCR product sizes checked by agarose gel electro phoresis, and identity of amplicons confirmed by sequen cing. Gene expression was analysed using the relative expression software tool, employing a pair wise fixed reallo cation randomisation test with efficiency correction.
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