Table 2. Identification of co-expression gene clusters in ES cell critical pathways.
Pathway | No of genes in the pathway | Co-expression cluster | No of genes in the cluster | Average r (correlation coefficient) | No of differentially expressed genes in the cluster (under-/over-expressed by B-MYB knockdown) |
Cell cycle | 116 | C1 | 30 | 0.735 | 18/0 |
C2 | 32 | 0.776 | 16/3 | ||
K1 | 30 | 0.747 | 19/0 | ||
K2 | 36 | 0.767 | 16/1 | ||
O1 | 21 | 0.718(ctl)/0.738(kd) | 11/0 | ||
O2 | 19 | 0.838(ctl)/0.777(kd) | 8/1 | ||
Apoptosis | 78 | C1 | 28 | 0.719 | 6/0 |
C2 | 16 | 0.716 | 2/0 | ||
K1 | 28 | 0.669 | 4/0 | ||
O1 | 15 | 0.717(ctl)/0.816(kd) | 2/0 |
C1–2 and K1–2 represent co-expression clusters identified in the ES cells of control and B-MYB knockdown, respectively. O1–2 represents conserved co-expression clusters cross the control and B-MYB knockdown. Ctl: ES cell control, kd: ES cells with B-MYB knockdown.