PGS Documentation

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  • Select Defect Differential Methylation from the Analysis section of the Illumina BeadArray Methylation  workflow
  • Select 32. shRNA treatment Cell Type from the Experimental Factor(s) panel 
  • Select Add Factor > to move 32. shRNA treatment Cell Type to the ANOVA Factor(s) panel (Figure 1)

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SubtitleTextANOVA setup dialog. Experimental factors listed on the left can be added to the ANOVA model.
AnchorNameANOVA setup dialog

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  • Select Contrasts... 
  • Select Yes for Data is already log transformed? because M-values are based on logit transformation
  • Select Naive shPOU5F1 LCLs 
  • Select Add Contrast Level > for the upper group 
  • Repeat to add Naive shNANOG and Primed shCTRL to the upper group
  • Select Naive shCTRL 
  • Select Select B cells
  • Select Add Contrast Level > for the lower group
  • Select Add Contrast 
  • Select the Estimate box in the Other Statistics section of the Configure dialog (Figure 2)
  • Select Add Contrast 

By default, the fold-change value for each contrast will be calculated with the upper group as the numerator and the lower group as the denominator. Selecting Estimate will also include the difference in methylation levels between the groups at each CpG site in the output. These values will be needed later in the tutorial when we filter the differentially methylated loci

 

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SubtitleTextConfiguring ANOVA contrasts
AnchorNameConfiguring ANOVA Contrast

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  • Select Add CombinationSelect OK to close the Configuration dialog

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SubtitleTextProcessing the annotation file. User needs to point to the columns of the annotation file that contain the probe identifier as well as the chromosome and coordinates of the probe.
AnchorNamespecify genomic position

The results will appear as ANOVA-1way (ANOVAResults), a child spreadsheet of 1 (Differential Methylation Analysis) female_only. Each row of the spreadsheet represents a single CpG locus (identified by Column ID). 

 

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SubtitleTextANOVA spreadsheet (truncated). Each row is a result of an ANOVA at a given CpG locus (identified by the Column ID column). The remaining columns contain annotation and statistical output
AnchorNameANOVA Spreadsheet

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