see annotation note
ZFIN 
Gene expression UMAP
Expression by stage/cluster
Correlated gene expression
| Positive correlation | Negative correlation | ||
| Gene | r | Gene | r |
| serpinf2a | 0.327 | hmgb1b | -0.085 |
| f7i | 0.326 | marcksb | -0.084 |
| gc | 0.325 | tuba1c | -0.084 |
| comtd1 | 0.324 | ddx39ab | -0.083 |
| zgc:112265 | 0.324 | nova2 | -0.083 |
| shbg | 0.322 | si:ch211-137a8.4 | -0.083 |
| si:ch211-288g17.4 | 0.321 | h2afva | -0.081 |
| si:dkey-86l18.10 | 0.321 | hdac1 | -0.080 |
| abcb11b | 0.320 | seta | -0.079 |
| c9 | 0.319 | setb | -0.079 |
| si:ch211-170d8.5 | 0.319 | snrpf | -0.079 |
| a2ml | 0.318 | si:ch211-288g17.3 | -0.078 |
| c3a.3 | 0.318 | snrpd1 | -0.078 |
| cfb | 0.318 | apex1 | -0.077 |
| hal | 0.318 | ilf2 | -0.077 |
| ttr | 0.318 | snrpe | -0.076 |
| agt | 0.317 | tuba1a | -0.076 |
| fga | 0.317 | alyref | -0.074 |
| oxct1b | 0.317 | smarce1 | -0.074 |
| ces2 | 0.316 | snrpb | -0.074 |
| cfhl4 | 0.316 | cbx3a | -0.073 |
| sec14l7 | 0.315 | hmgb3a | -0.073 |
| si:dkey-105h12.2 | 0.315 | snrpd2 | -0.073 |
| hpda | 0.315 | snrpg | -0.072 |
| serpina1 | 0.314 | srsf3b | -0.071 |
| si:ch1073-464p5.5 | 0.314 | gpm6aa | -0.069 |
| ambp | 0.313 | hnrnpa0a | -0.069 |
| apom | 0.313 | hnrnpa1a | -0.069 |
| fgg | 0.312 | top1l | -0.069 |
| si:ch211-113d11.5 | 0.312 | chd4a | -0.068 |
| c3a.1 | 0.311 | ilf3b | -0.068 |
| fgb | 0.311 | nono | -0.068 |
| si:dkey-22f5.9 | 0.311 | nucks1a | -0.068 |
| si:ch211-186e20.7 | 0.311 | tmpob | -0.068 |
| f2 | 0.310 | si:ch211-51e12.7 | -0.067 |