Visualizing the expression data – log
transformation
ØMakes variation of intensities and ratios of intensities more
independent of absolute magnitude
ØEvens out highly skewed distributions
ØGives more realistic sense of variation
ØApproximates normal distribution
ØTreats up- and down- regulated genes symmetrically
linear scale
log2 scale
log10
ln