see annotation note
ZFIN 
Gene expression UMAP
Expression by stage/cluster
Correlated gene expression
| Positive correlation | Negative correlation | ||
| Gene | r | Gene | r |
| aqp4 | 0.258 | hspb1 | -0.098 |
| klhl23 | 0.238 | hmgb2a | -0.096 |
| CABZ01084566.1 | 0.219 | npm1a | -0.092 |
| UST (1 of many) | 0.206 | dkc1 | -0.089 |
| alpk3b | 0.204 | nop58 | -0.089 |
| rims1b | 0.200 | akap12b | -0.086 |
| si:ch211-63b16.4 | 0.190 | si:ch73-281n10.2 | -0.085 |
| igfbp1b | 0.190 | anp32e | -0.084 |
| prelp | 0.185 | banf1 | -0.083 |
| XLOC-019859 | 0.178 | cd2bp2 | -0.081 |
| LOC110439332 | 0.172 | fbl | -0.080 |
| si:ch73-366i20.1 | 0.167 | nhp2 | -0.079 |
| b4galt2 | 0.167 | hnrnpa1b | -0.079 |
| tln2b | 0.159 | stm | -0.079 |
| zgc:101540 | 0.157 | anp32b | -0.078 |
| crocc2 | 0.155 | aldob | -0.078 |
| cdk5r1b | 0.150 | snu13b | -0.078 |
| slc24a2 | 0.150 | srp19 | -0.077 |
| LOC101882124 | 0.149 | hmga1a | -0.077 |
| XLOC-019975 | 0.146 | ppig | -0.077 |
| slc30a2 | 0.146 | rsl1d1 | -0.077 |
| otofa | 0.145 | metap2b | -0.076 |
| adamts8a | 0.145 | cited4b | -0.076 |
| unc13c | 0.142 | nop56 | -0.075 |
| si:dkey-88n24.12 | 0.141 | snrpb | -0.075 |
| pcdh1gb9 | 0.140 | snrnp70 | -0.075 |
| si:ch211-127i16.2 | 0.137 | ilf3b | -0.075 |
| ptprsb | 0.135 | hnrnpub | -0.075 |
| mef2ca | 0.135 | hnrnpa1a | -0.074 |
| BX649516.1 | 0.134 | rps18 | -0.074 |
| FAM135B | 0.133 | ddx18 | -0.073 |
| mctp1a | 0.132 | hnrnpd | -0.073 |
| cttnbp2nla | 0.131 | eif2s1a | -0.073 |
| pou2f2a | 0.130 | gar1 | -0.073 |
| b3gat2 | 0.130 | rbm4.3 | -0.073 |