Gene symbol | Fold change | Gene symbol | Fold change | Gene symbol | Fold change |
---|---|---|---|---|---|
Cell cycle | |||||
RASA2 | 5.5 | TACC1 | 3.5 | RAD50 | 3.1 |
TBCEL | 4.8 | TOPORS | 3.3 | HELZ | 3.1 |
CDK13 | 4.3 | TRIB2 | 3.2 | Â | Â |
TPR | 4.3 | ANAPC5 | 3.1 | Â | Â |
Cell morphology | |||||
LIMA1 | 8.2 | FERMT2 | 4.2 | ARPC1B | 3.3 |
SLMAP | 5.1 | TTLL3 | 3.9 | Â | Â |
MYO1B | 5.1 | ABLIM1 | 3.7 | Â | Â |
Cytokines, hormones and receptors | |||||
IFI30 | 39.0 | F2RL1 | 5.3 | THBS3 | 3.5 |
PTHLH | 12.8 | DKK3 | 5.3 | IGFBP6 | 3.5 |
F2R | 8.9 | NPR3 | 5.2 | BMPR2 | 3.3 |
LHCGR | 8.8 | LPHN2 | 4.7 | BAI2 | 3.3 |
IGFBP4 | 7.3 | PGR | 4.7 | GPR88 | 3.2 |
F3 | 7.2 | TNFAIP8L3 | 4.7 | SCG2 | 3.2 |
OPTN | 6.5 | GABARAPL1 | 4.6 | OSBPL8 | 3.1 |
IL4R | 6.2 | STRA6 | 4.2 | TM2D1 | 3.1 |
IL6R | 5.7 | RYK | 4.2 | BMPR1A | 3.1 |
GRK5 | 5.6 | INHBA | 3.8 | NRP1 | 3.0 |
NR5A2 | 5.5 | LGALS3BP | 3.5 | GPR173 | 3.0 |
PTGFR | 5.5 | Â | Â | Â | Â |
Directional cell growth | |||||
LRP8 | 53.6 | SLITRK2 | 5.1 | SEMA6A | 3.3 |
EFNA5 | 8.6 | PLXNC1 | 4.8 | NINJ1 | 3.2 |
MPP5 | 7.1 | PLXNB2 | 4.7 | ROBO1 | 3.1 |
ROBO2 | 6.7 | *EPHB6 | 3.8 | ROCK1 | 3.1 |
SEMA6D | 6.2 | COLEC11 | 3.5 | Â | Â |
Extracellular matrix and synthesis | |||||
TNFAIP6 | 279.6 | COL16A1 | 6.0 | VCAN | 5.0 |
SPOCK2 | 22.0 | LAMA1 | 5.8 | LEPREL1 | 4.9 |
COL4A1 | 6.8 | PCOLCE | 5.7 | SDC2 | 3.8 |
Intercellular and cell to matrix adhesion | |||||
ARHGAP18 | 20.5 | CDH11 | 4.6 | TSPAN9 | 3.4 |
ITGB5 | 11.4 | *BST2 | 4.4 | PARD3B | 3.2 |
VCAM1 | 7.3 | TNS3 | 3.6 | TSPAN2 | 3.0 |
CSPG4 | 5.5 | CCM2 | 3.6 | UBQLN1 | 3.0 |
ARHGAP17 | 4.8 | Â | Â | Â | Â |
Ion transport | |||||
*TMEM20 | 4.3 | Â | Â | Â | Â |
Protein trafficking | |||||
HSP90AA1 | 7.0 | SH3GL2 | 4.1 | RAB7A | 3.3 |
TMEM27 | 5.1 | SCYL2 | 4.0 | CLGN | 3.2 |
GOLGA4 | 4.6 | MLEC | 3.8 | CLTC | 3.2 |
TMEM47 | 4.5 | PLEKHG1 | 3.6 | FKBP9 | 3.1 |
PLEKHA2 | 4.2 | PLEKHB2 | 3.5 | CANX | 3.1 |
PLEKHH3 | 4.1 | GDI1 | 3.4 | Â | Â |
Proteolysis or inhibition | |||||
PRSS23 | 48.5 | ADAMTS4 | 4.7 | FBXL20 | 3.9 |
PLAT | 17.5 | HM13 | 4.5 | ADAM10 | 3.7 |
ACE2 | 12.9 | RNF128 | 4.5 | MYCBP2 | 3.4 |
CPD | 11.8 | CTSB | 4.4 | HERPUD1 | 3.3 |
SERPINA5 | 11.2 | SPG7 | 4.2 | RNF20 | 3.3 |
ECE1 | 9.5 | DERL1 | 4.1 | UBR3 | 3.2 |
ADAM9 | 8.4 | USP4 | 4.0 | MARCH5 | 3.2 |
TIMP2 | 7.9 | UBR1 | 4.0 | FAF2 | 3.2 |
ADAM12 | 6.6 | MARCH6 | 3.9 | TTC3 | 3.1 |
USP7 | 6.4 | Â | Â | Â | Â |
RNA processing | |||||
NOL3 | 6.0 | PBRM1 | 4.3 | LUC7L3 | 3.8 |
CPEB4 | 5.1 | PRPF38B | 4.2 | PNISR | 3.7 |
UTP6 | 4.8 | RBM5 | 4.0 | SYNCRIP | 3.6 |
CSDE1 | 4.7 | TIA1 | 3.9 | RNASEK | 3.6 |
CHD1 | 4.7 | CTR9 | 3.9 | DDX46 | 3.4 |
SF3B1 | 4.6 | HNRPLL | 3.9 | DICER1 | 3.1 |
RBM25 | 4.4 | Â | Â | Â | Â |
Transcription regulation | |||||
TOX | 11.4 | ZNF317 | 3.8 | BRWD1 | 3.3 |
NMI | 8.4 | HUWE1 | 3.8 | NOSTRIN | 3.2 |
NOTCH1 | 8.4 | TRIM25 | 3.7 | JARID2 | 3.2 |
TOB1 | 6.3 | CREB3L2 | 3.7 | ZNF462 | 3.1 |
ZNF292 | 6.0 | ADNP | 3.7 | ANKRD10 | 3.1 |
MTPN | 5.7 | ZNF609 | 3.6 | CITED2 | 3.1 |
AFF1 | 5.5 | KLF6 | 3.5 | MED24 | 3.1 |
FOXP2 | 5.3 | *MLL3 | 3.5 | GPS2 | 3.1 |
ID2 | 4.5 | NCOR1 | 3.5 | HMGXB3 | 3.1 |
ID3 | 4.3 | RBFOX2 | 3.4 | TFCP2 | 3.1 |
*SON | 4.2 | ZNF24 | 3.3 | CITED1 | 3.1 |
WHSC1L1 | 3.9 | Â | Â | Â | Â |
Translation regulation | |||||
EIF4G3 | 7.4 | BZW2 | 3.6 | EIF2C2 | 3.3 |
EIF4EBP1 | 7.3 | EIF2C3 | 3.4 | Â | Â |
BZW1 | 4.2 | IREB2 | 3.4 | Â | Â |
Transport | |||||
SLC5A11 | 15.6 | MAL2 | 3.8 | SEC63 | 3.4 |
APOA2 | 12.5 | CLIC4 | 3.7 | STAR | 3.4 |
SLC39A8 | 9.1 | CPNE8 | 3.7 | TFR2 | 3.3 |
AP2B1 | 6.8 | ATP13A3 | 3.6 | COPZ1 | 3.3 |
SLC25A28 | 5.8 | SLC25A12 | 3.6 | MICU1 | 3.2 |
SLC27A3 | 5.7 | SLC26A11 | 3.6 | NUP85 | 3.2 |
TNPO1 | 5.5 | AP3S2 | 3.6 | CYCS | 3.2 |
SLC40A1 | 5.3 | TM9SF4 | 3.5 | APOA1 | 3.2 |
ABCB1 | 5.1 | AP1S2 | 3.5 | CLTC | 3.2 |
ATP6V1A | 4.3 | ACBD5 | 3.5 | STBD1 | 3.1 |
RRBP1 | 4.2 | Â | Â | Â | Â |
Other enzymes | |||||
ME3 | 26.7 | PTPN13 | 4.2 | GPX3 | 3.2 |
CYBB | 18.1 | SCD5 | 4.2 | PDP1 | 3.2 |
CYP19A1 | 14.2 | FDFT1 | 4.1 | LARGE | 3.2 |
NT5E | 12.8 | UGCG | 4.0 | MLL5 | 3.2 |
RGN | 9.8 | DPYSL2 | 3.8 | EDEM2 | 3.1 |
PYGL | 8.9 | PLD1 | 3.7 | NCEH1 | 3.1 |
B3GALT2 | 6.5 | PPAP2B | 3.7 | XRN2 | 3.1 |
PDSS1 | 6.0 | TET2 | 3.7 | RDH11 | 3.1 |
HSD3B2 | 6.0 | PFKM | 3.7 | CHST10 | 3.1 |
PPM1K | 5.9 | SGSH | 3.6 | PTP4A2 | 3.1 |
CYP11A1 | 5.8 | CUL3 | 3.5 | PTPN11 | 3.1 |
PIGS | 5.5 | QSOX1 | 3.5 | MAOA | 3.1 |
IDH3A | 5.5 | ACSS2 | 3.5 | CA8 | 3.0 |
CMAHP | 4.6 | DPYD | 3.4 | HECTD1 | 3.0 |
PDPK1 | 4.5 | MTR | 3.4 | PPP2R5E | 3.0 |
AHCYL2 | 4.4 | POR | 3.3 | CUL1 | 3.0 |
Other signalling | |||||
BEX2 | 9.0 | ARHGEF3 | 4.8 | *PRKAG2 | 3.4 |
PIK3R1 | 9.0 | AMIGO2 | 4.7 | SNTB2 | 3.4 |
DTNA | 8.5 | MAP2K4 | 4.4 | GLG1 | 3.3 |
DACT1 | 8.4 | NDRG3 | 4.4 | GNA11 | 3.3 |
ARFGAP3 | 7.6 | APC | 4.0 | IER3 | 3.3 |
GADD45B | 6.8 | PDCD4 | 4.0 | NISCH | 3.3 |
NDRG4 | 6.7 | BMP2K | 3.8 | INSIG2 | 3.2 |
BCAS3 | 6.0 | Ifi27l1 | 3.7 | STIM1 | 3.2 |
MIA3 | 5.4 | ERRFI1 | 3.6 | BCL2L2 | 3.2 |
MS4A8B | 5.3 | ARHGEF6 | 3.5 | PIP4K2A | 3.1 |
SAFB2 | 4.9 | FICD | 3.4 | KIRREL | 3.0 |
MAPK6 | 4.8 | Â | Â | Â | Â |
Other | |||||
FAM114A1 | 18.8 | TMEM176A | 4.1 | ANKRD12 | 3.4 |
DDX26B | 9.7 | WDFY4 | 3.9 | *WDFY2 | 3.4 |
LHFPL2 | 6.8 | PSMD4 | 3.8 | CHCHD10 | 3.3 |
RNF213 | 5.9 | RHBDD2 | 3.8 | MRAP | 3.3 |
OBSL1 | 5.8 | *ZNF317 | 3.8 | TMEM50B | 3.2 |
USHBP1 | 5.2 | TMEM176B | 3.7 | BRWD3 | 3.2 |
RSRC2 | 5.1 | PSAP | 3.7 | *OXR1 | 3.2 |
KLHL28 | 5.0 | LRIG3 | 3.7 | HIATL1 | 3.1 |
LINGO2 | 5.0 | AKAP8L | 3.6 | MGARP | 3.1 |
PDLIM4 | 5.0 | FAM126B | 3.6 | PHF3 | 3.1 |
ODF2L | 4.4 | RCN3 | 3.6 | MPV17L2 | 3.1 |
BTBD7 | 4.3 | LRRC2 | 3.6 | TBC1D5 | 3.0 |
RNF144B | 4.3 | SUSD4 | 3.5 | Gm16462/ | 3.0 |
R3HCC1 | 4.2 | UHRF1BP1L | 3.5 | Gm8787 | Â |
TXNIP | 4.1 | YPEL5 | 3.5 | VWA1 | 3.0 |
RCAN3 | 4.1 | FAM174B | 3.4 | ZBTB33 | 3.0 |