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Gene regulation in Streptococcus pneumoniae - RePub - Erasmus ...

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Chapter 4<br />

spr1436 EMSA fw TGCGTAAACTACGTGAGCAA -<br />

spr1436 EMSA rv TGACCTGCTTCTGACATTTGA -<br />

spr1934 EMSA fw CTCCGGTTGCTTGTCTCAGT -<br />

spr1934 EMSA rv AGCAGTCCCTCCACGTGATA -<br />

spr1945 EMSA fw TGTGTTTATGGAGAGATGACAATTT -<br />

spr1945 EMSA rv AACCGCAGCTGTAGTTAATGA -<br />

spr1982 EMSA fw CTTGGTCAGGGTCAAGGAAG -<br />

spr1982 EMSA rv TCGCCATAAGTGTGTTCCTG -<br />

fake gdhA EMSA fw2 c GAATTGAAAGGGTCTCGAGCTGCTATCTGTTTTTTC -<br />

psaR EMSA codY fw2 d GCTATTTTCAATTTTTAGAAAATTTCGTTTTTTC -<br />

Footpr<strong>in</strong>t<strong>in</strong>g<br />

codY FP fw GCAACTTGTCAATAGAAAAGGAA -<br />

fake gdhA FP fw GATATTTCCAAGAAAAACGTTCG -<br />

RT PCR<br />

codYF GATTGCCAGTACCGTTGT -<br />

codYR CACGGAGTTCGGAGTAAG -<br />

gyrAF TCTTGATTGCGCTAGACC -<br />

gyrAR ACGACGAAGACGCATATC -<br />

a Overlap with the primers pR412_L and pR412_R <strong>in</strong> bold.<br />

b 6xHis-tag is <strong>in</strong>dicated <strong>in</strong> bold.<br />

c Underl<strong>in</strong>ed sequence <strong>in</strong>dicates random nucleotides used to replace the putative CodY-box of the gdhA<br />

promoter.<br />

d Underl<strong>in</strong>ed sequence <strong>in</strong>dicates the CodY-box <strong>in</strong>troduced <strong>in</strong>to the psaR promoter.<br />

DNA microarray data analysis<br />

Dual-channel array images were acquired with a <strong>Gene</strong>Tac LS IV confocal laser<br />

scanner (Genomics Solutions) and analysed with ArrayPro 4.5 software (Media Cybernetics<br />

Inc.). Spots were screened visually to identify those of low quality. Slide data were processed<br />

us<strong>in</strong>g MicroPreP as described (15, 18, 49). Prior to analysis, automatically and manually<br />

flagged spots and spots with very low background subtracted signal <strong>in</strong>tensity (5% of the<br />

weakest spots (sum of Cy3 and Cy5 net signals)), were filtered out of all datasets. Net signal<br />

<strong>in</strong>tensities were calculated us<strong>in</strong>g a grid-based background subtraction. A grid-based Lowess<br />

transformation was performed for slide normalization, negative and empty values were<br />

removed, and outliers were removed by the deviation test. Further analysis was performed<br />

us<strong>in</strong>g a Cyber-T Student’s t test for paired data (32). For identification of differentially<br />

expressed genes, only genes with a m<strong>in</strong>imum of six reliable measurements, a Bayesian pvalue<br />

< 0.001, a False Discovery Rate (FDR) < 0.05, and a standard deviation < ratio were<br />

<strong>in</strong>cluded. S<strong>in</strong>ce these criteria are purely a statistical measure of differential gene expression<br />

and reproducibility across replicates, an additional fold-change cut-off of 2 was applied.<br />

96<br />

96

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