Supplementary table 1: transcription factor binding sites enriched in the gene-module regulated by f33 rule Transcription factor binding sites q values FOXC1-MA0032.1 0.043301374 NHLH1-MA0048.1 0.000145074 MZF1_1-4-MA0056.1 0.030536729 MZF1_5-13-MA0057.1 0.000145074 Pax2-MA0067.1 0.04813707 SPIB-MA0081.1 0.044062607 REL-MA0101.1 0.001094218 RELA-MA0107.1 0.009713864 Zfp423-MA0116.1 0.00206111 Mafb-MA0117.1 0.0305242 ZNF354C-MA0130.1 0.043301374 BRCA1-MA0133.1 0.043301374 Klf4-MA0039.2 0.00206111 INSM1-MA0155.1 0.035392564 NFIC-MA0161.1 0.043301374 Esrrb-MA0141.2 0.004358232 Atoh1-MA0461.1 0.000145074 E2F6-MA0471.1 0.043301374 EGR2-MA0472.1 0.014583755 FOSL1-MA0477.1 0.014974196 FOSL2-MA0478.1 0.000123117 JUN (var.2)-MA0489.1 0.026584723 JUNB-MA0490.1 0.00206111 Klf1-MA0493.1 0.043301374 Myod1-MA0499.1 0.000391738 Myog-MA0500.1 0.001478258 Rxra-MA0512.1 0.007604607 Tcf12-MA0521.1 0.00044114 Tcf3-MA0522.1 0.00020938 TFAP2C-MA0524.1 0.000145074 EBF1-MA0154.2 2.62E-08 EGR1-MA0162.2 0.011402703 MAX-MA0058.2 0.018779951 Myc-MA0147.2 0.011402703 Spi1-MA0080.3 0.008592742 SP1-MA0079.3 0.002726419 SRF-MA0083.2 0.043301374 ZEB1-MA0103.2 0.011870493 ESRRA-MA0592.1 0.007656511 SREBF2-MA0596.1 0.011142153 THAP1-MA0597.1 0.028201132 EHF-MA0598.1 0.043301374 KLF5-MA0599.1 0.009914981 TFAP2A-MA0003.1 0.043301374 GATA2-MA0036.1 0.043301374 GATA3-MA0037.1 0.043301374 NF-kappaB-MA0061.1 0.001152226 YY1-MA0095.1 0.043301374 ETS1-MA0098.1 0.043301374 Esrrb-MA0141.1 0.002628776 Stat3-MA0144.1 0.043057139 EBF1-MA0154.1 0.000145074 SP1-MA0079.2 0.000145074 SOX10-MA0442.1 0.043301374