PGS Documentation

Page tree

Versions Compared

Key

  • This line was added.
  • This line was removed.
  • Formatting was changed.

...

  • Select Plot PCA Scatter Plot from the QA/QC section of the Illumina BeadArray Methylation workflow to bring up a Scatter Plot tab
  • Select 32. shRNA Experimental Group for Color by and 2. State for Size by   
  • Select (to enable Rotate Mode
  • Left click and drag to rotate the plot and view different angles (Figure 1)

Each dot of the plot is a single sample and represents the average methylation status across all CpG loci. We can see clear separation of naive and primed hPSCs from the naive hPSCs transduced with shRNA lentiviruses (shNANOG and shPOU5F1). One shNANOG sample might be an outlierThe two Naive shNANOG samples do not cluster together, but we will not exclude it them for this tutorial. 

 

Numbered figure captions
SubtitleTextPrincipal components analysis (PCA) showing methylation profiles of the study samples. Each sample is represented by a dot, the axes are first three PCs, the number in parenthesis indicate the fraction of variance explained by each PC. The number at the top is the variance explained by the first three PCs. The samples are colored by levels of 3. shRNA and colored by 2. State Experimental Group
AnchorNameAnnotated PCA plot

Image RemovedImage Added

 

Next, distribution of M-values across the samples can also be inspected by a box-and-whiskers plot. 

...