Table 1. List of normalization processes evaluated in this study.
Un-normalized log2 transformed data |
Global VSN |
Global LOESS |
Local LOESS |
Local VSN |
Quantile |
Subtract by group mean + Semi-global |
ComBat + Semi-global |
Global VSN + Combat |
Global LOESS + Combat |