marker of proliferation Ki-67
ZFIN 
Gene expression UMAP
Expression by stage/cluster
Correlated gene expression
| Positive correlation | Negative correlation | ||
| Gene | r | Gene | r |
| cdk1 | 0.680 | sparc | -0.253 |
| top2a | 0.679 | rbp4 | -0.220 |
| tpx2 | 0.661 | eef1da | -0.189 |
| mad2l1 | 0.661 | ppdpfb | -0.187 |
| aurkb | 0.654 | zgc:162730 | -0.183 |
| ube2c | 0.646 | bhmt | -0.175 |
| ccna2 | 0.643 | cebpd | -0.173 |
| cenpf | 0.641 | tob1b | -0.171 |
| ccnb1 | 0.639 | sec61g | -0.168 |
| aspm | 0.632 | socs3a | -0.167 |
| plk1 | 0.629 | lxn | -0.161 |
| kpna2 | 0.619 | dap1b | -0.154 |
| kifc1 | 0.613 | col1a2 | -0.149 |
| si:ch211-69g19.2 | 0.610 | col1a1b | -0.149 |
| nusap1 | 0.607 | ier2b | -0.147 |
| cdc20 | 0.604 | CABZ01092746.1 | -0.145 |
| kif11 | 0.602 | CR383676.1 | -0.145 |
| cks1b | 0.596 | mxra8b | -0.143 |
| cdca8 | 0.584 | pvalb1 | -0.140 |
| dlgap5 | 0.581 | pdgfrl | -0.139 |
| spdl1 | 0.560 | pvalb2 | -0.139 |
| kif23 | 0.557 | b2ml | -0.139 |
| cenpe | 0.556 | apoa2 | -0.135 |
| tacc3 | 0.550 | mmp14a | -0.135 |
| birc5a | 0.549 | olfml3b | -0.132 |
| numa1 | 0.546 | mmp2 | -0.131 |
| ccnb3 | 0.545 | s100v2 | -0.125 |
| g2e3 | 0.541 | col5a2a | -0.124 |
| aurka | 0.539 | ecrg4a | -0.124 |
| smc2 | 0.538 | col1a1a | -0.123 |
| hmgb2a | 0.538 | apoa1b | -0.121 |
| ncapg | 0.537 | timp2a | -0.121 |
| prc1a | 0.534 | wu:fb55g09 | -0.121 |
| armc1l | 0.531 | actc1b | -0.120 |
| kif22 | 0.525 | anxa1a | -0.119 |