Table 2.
Accounted normalization factors of common types of normalization methods
| Method | Sequencing depth | Gene length | RNA composition |
|---|---|---|---|
| CPM | √ | × | × |
| TPM | √ | √ | × |
| RPKM/FPKM | √ | √ | × |
| Median of ratios | √ | × | √ |
| TMM | √ | × | √ |
Accounted normalization factors of common types of normalization methods
| Method | Sequencing depth | Gene length | RNA composition |
|---|---|---|---|
| CPM | √ | × | × |
| TPM | √ | √ | × |
| RPKM/FPKM | √ | √ | × |
| Median of ratios | √ | × | √ |
| TMM | √ | × | √ |