Table 4.
Gene symbol | Gene ID |
Biological functions |
Fold change | |
Cell growth and proliferation | Cell cycle | |||
Upregulated genes | ||||
NDN | NM_002487 | ● | 66.45 | |
INPP5D | NM_001017915 | ● | ● | 52.83 |
CCR1 | NM_001295 | ● | 44.86 | |
COL1A2 | NM_000089 | ● | 36.72 | |
EDAR | NM_022336 | ● | 35.86 | |
RBP4 | NM_006744 | ● | 30.40 | |
DCLK1 | NM_004734 | ● | 28.95 | |
RARRES1 | NM_002888 | ● | 22.92 | |
FMOD | NM_002023 | ● | 22.85 | |
BARX1 | NM_021570 | ● | 21.47 | |
MAPK10 | NM_138980 | ● | 20.00 | |
ADORA2A | NM_000675 | ● | 18.78 | |
CHRNA7 | NM_001190455 | ● | ● | 18.47 |
SOX10 | NM_006941 | ● | 18.03 | |
FGF20 | NM_019851 | ● | 16.73 | |
FAM5C | NM_199051 | ● | ● | 14.35 |
MBD2 | NM_015832 | ● | 12.13 | |
EGF | NM_001963 | ● | ● | 11.50 |
TLR5 | NM_003268 | ● | 11.35 | |
TNN | NM_022093 | ● | 10.98 | |
SLC1A2 | NM_004171 | ● | 10.74 | |
CD36 | NM_001001547 | ● | 10.43 | |
CD52 | NM_001803 | ● | 10.34 | |
NR2E3 | NM_016346 | ● | 10.31 | |
PLCB1 | NM_182734 | ● | 10.26 | |
MYCN | NM_005378 | ● | ● | 10.23 |
ZNF365 | NM_199451 | ● | 10.12 | |
ERG | NM_004449 | ● | 10.04 | |
MSH4 | NM_002440 | ● | 10.03 | |
DMRT1 | NM_021951 | ● | 9.61 | |
RNF128 | NM_194463 | ● | 9.37 | |
CD69 | NM_001781 | ● | 8.89 | |
PDE3A | NM_000921 | ● | ● | 8.58 |
ACVR1C | NM_145259 | ● | 8.57 | |
SPI1 | NM_001080547 | ● | ● | 8.55 |
SH2D3C | NM_170600 | ● | 8.53 | |
IFNG | NM_000619 | ● | ● | 8.22 |
MRAS | NM_012219 | ● | 8.20 | |
MCF2L | NM_024979 | ● | 7.43 | |
RRAD | NM_004165 | ● | ● | 7.42 |
E2F5 | NM_001951 | ● | ● | 7.32 |
BGN | NM_001711 | ● | 7.13 | |
KIFC1 | NM_002263 | ● | 7.02 | |
ABCC6 | NM_001171 | 6.98 | ||
SERPINE1 | NM_000602 | ● | 6.74 | |
CIITA | NM_000246 | ● | 6.74 | |
GJB6 | NM_006783 | ● | 6.45 | |
TP53INP1 | NM_033285 | ● | ● | 6.38 |
GHRL | NM_016362 | ● | 6.30 | |
CCNG2 | NM_004354 | ● | ● | 6.29 |
RORC | NM_005060 | ● | 6.24 | |
NCF1 | NM_000265 | ● | 6.24 | |
NFATC4 | NM_001136022 | ● | 6.15 | |
CHRM5 | NM_012125 | ● | 6.01 | |
HMOX1 | NM_002133 | ● | ● | 6.00 |
IL18RAP | NM_003853 | ● | 5.98 | |
C8orf4 | NM_020130 | ● | 5.95 | |
L1CAM | NM_024003 | ● | 5.87 | |
TNFSF8 | NM_001244 | ● | 5.85 | |
MSMB | NM_002443 | ● | 5.77 | |
ITPR1 | NM_002222 | ● | 5.77 | |
ITGAL | NM_002209 | ● | ● | 5.73 |
INHBA | NM_002192 | ● | ● | 5.53 |
HEYL | NM_014571 | ● | 5.38 | |
JAK3 | NM_000215 | ● | ● | 5.30 |
MMP13 | NM_002427 | ● | 5.23 | |
NNMT | NM_006169 | ● | 5.06 | |
BNIPL | NM_138278 | ● | 4.86 | |
LTC4S | NM_145867 | ● | 4.74 | |
MMP24 | NM_006690 | ● | 4.72 | |
MMP1 | NM_002421 | ● | 4.66 | |
CD19 | NM_001770 | ● | ● | 4.52 |
ADC | NM_052998 | ● | 4.46 | |
TGFBR1 | NM_004612 | ● | ● | 4.33 |
RHOB | NM_004040 | ● | 4.32 | |
CDKN1C | NM_000076 | ● | ● | 4.30 |
HOXB13 | NM_006361 | ● | ● | 4.20 |
IPMK | NM_152230 | ● | 4.07 | |
BMF | NM_001003940 | ● | 4.06 | |
VTCN1 | NM_024626 | ● | ● | 4.05 |
CEACAM1 | NM_001712 | ● | 2.97 | |
TSSK3 | NM_052841 | ● | 2.00 | |
Downregulated genes | ||||
CRHR2 | NM_001883 | ● | -39.78 | |
C5 | NM_001735 | ● | ● | -39.13 |
KCNMA1 | NM_001014797 | ● | -38.59 | |
GRIA1 | NM_000827 | ● | -31.27 | |
SLC12A2 | NM_001046 | ● | -28.92 | |
APOA1 | NM_000039 | ● | -25.21 | |
PRKAR2B | NM_002736 | ● | ● | -24.25 |
TF | NM_001063 | ● | ● | -22.85 |
BRCA2 | NM_000059 | ● | ● | -22.04 |
AURKC | NM_001015878 | ● | -21.69 | |
PLXNA4 | NM_181775 | ● | -20.54 | |
TYR | NM_000372 | ● | -20.39 | |
BACH2 | NM_021813 | ● | -20.01 | |
KIF14 | NM_014875 | ● | -18.06 | |
HEY2 | NM_012259 | ● | -18.01 | |
TMPO | NM_003276 | ● | ● | -15.97 |
FCGR3A | NM_000569 | ● | -15.18 | |
ARF6 | NM_001663 | -15.09 | ||
MYBL1 | NM_001080416 | ● | ● | -14.60 |
CCNA1 | NM_003914 | ● | ● | -14.29 |
ESCO2 | NM_001017420 | ● | -14.05 | |
TOP2A | NM_001067 | ● | ● | -13.91 |
CENPI | NM_006733 | ● | -13.87 | |
ATAD2 | NM_014109 | ● | -13.41 | |
POSTN | NM_006475 | ● | -12.91 | |
MKI67 | NM_002417 | ● | ● | -12.41 |
ABCB1 | NM_000927 | ● | ● | -12.15 |
KIF20B | NM_016195 | ● | ● | -11.53 |
SPN | NM_001030288 | ● | -11.41 | |
MAD2L1 | NM_002358 | ● | ● | -11.16 |
HLA-DPB1 | NM_002121 | ● | -11.12 | |
SGOL1 | NM_001012410 | ● | -10.91 | |
RRM2 | NM_001034 | ● | -10.71 | |
FANCD2 | NM_033084 | ● | ● | -10.55 |
FANCA | NM_001018112 | ● | ● | -10.31 |
HDAC2 | NM_001527 | ● | ● | -9.94 |
NUF2 | NM_145697 | ● | -9.76 | |
CLSPN | NM_022111 | ● | ● | -9.57 |
RAD54L | NM_003579 | ● | -9.47 | |
KLHL13 | NM_033495 | ● | -9.32 | |
CCNA2 | NM_001237 | ● | ● | -9.13 |
MCM10 | NM_182751 | ● | ● | -9.11 |
MCTS1 | NM_014060 | ● | -9.02 | |
ANLN | NM_018685 | ● | -9.00 | |
HMGB2 | NM_002129 | ● | ● | -8.86 |
VPREB1 | NM_007128 | ● | -8.81 | |
KIF4A | NM_012310 | ● | -8.78 | |
SPC25 | NM_020675 | ● | -8.75 | |
ALOX5 | NM_000698 | ● | ● | -8.55 |
PBK | NM_018492 | ● | -8.20 | |
TNFRSF11B | NM_002546 | ● | -8.20 | |
CIT | NM_001206999 | ● | -8.17 | |
HELLS | NM_018063 | ● | ● | -8.1 |
CDC45 | NM_003504 | ● | ● | -8.07 |
DTL | NM_016448 | ● | ● | -8.00 |
RGS3 | NM_017790 | -7.93 | ||
TYMS | NM_001071 | ● | ● | -7.87 |
NDC80 | NM_006101 | ● | -7.86 | |
ERCC6L | NM_017669 | ● | -7.82 | |
CENPE | NM_001813 | ● | -7.75 | |
TTK | NM_003318 | ● | ● | -7.74 |
SIM2 | NM_009586 | ● | -7.61 | |
KRT4 | NM_002272 | ● | -7.55 | |
RAD51AP1 | NM_006479 | ● | -7.55 | |
LTA | NM_000595 | ● | -7.51 | |
PAK2 | NM_002577 | ● | ● | -7.50 |
SLC5A8 | NM_145913 | ● | -7.41 | |
BLM | NM_000057 | ● | ● | -7.40 |
NUSAP1 | NM_016359 | ● | -7.36 | |
JDP2 | NM_130469 | ● | ● | -7.19 |
CASP3 | NM_004346 | ● | ● | -7.17 |
NEIL3 | NM_018248 | ● | -7.17 | |
POLH | NM_006502 | ● | ● | -7.11 |
KIF20A | NM_005733 | ● | ● | -7.08 |
MYO7A | NM_000260 | -6.93 | ||
NRGN | NM_006176 | ● | -6.82 | |
NCAPG | NM_022346 | ● | ● | -6.78 |
CDCA8 | NM_018101 | ● | ● | -6.72 |
CEP55 | NM_018131 | ● | -6.65 | |
DLGAP5 | NM_014750 | ● | ● | -6.60 |
CDC25C | NM_001790 | ● | ● | -6.59 |
ARL2BP | NM_012106 | ● | -6.58 | |
IL12A | NM_000882 | ● | ● | -6.53 |
MYH14 | NM_001077186 | ● | -6.52 | |
SKA1 | NM_001039535 | ● | -6.46 | |
CASC1 | NM_018272 | ● | -6.44 | |
HJURP | NM_018410 | ● | -6.42 | |
TACC3 | NM_006342 | ● | ● | -6.33 |
ENPP3 | NM_005021 | ● | -6.30 | |
STIL | NM_001048166 | ● | ● | -6.27 |
KNTC1 | NM_014708 | ● | -6.26 | |
NR1I2 | NM_003889 | ● | ● | -6.24 |
AKR1B10 | NM_020299 | ● | -6.22 | |
E2F2 | NM_004091 | ● | ● | -6.20 |
USP47 | NM_017944 | ● | -6.14 | |
KIF11 | NM_004523 | ● | ● | -6.09 |
E2F8 | NM_024680 | ● | ● | -6.05 |
PLK1 | NM_005030 | ● | ● | -6.02 |
CCDC6 | NM_005436 | ● | -6.00 | |
ORC6 | NM_014321 | ● | -6.00 | |
EXO1 | NM_003686 | ● | -5.95 | |
GPC5 | NM_004466 | ● | -5.94 | |
GSG2 | NM_031965 | ● | -5.93 | |
PRC1 | NM_003981 | ● | -5.89 | |
RAD51 | NM_002875 | ● | ● | -5.78 |
KIF2C | NM_006845 | ● | ● | -5.71 |
TNFRSF13C | NM_052945 | ● | -5.70 | |
BLZF1 | NM_003666 | ● | -5.63 | |
FEN1 | NM_004111 | ● | -5.51 | |
PLK4 | NM_014264 | ● | ● | -5.49 |
HAS2 | NM_005328 | ● | ● | -5.44 |
PKMYT1 | NM_182687 | ● | -5.40 | |
BUB1 | NM_001211 | ● | ● | -5.34 |
BUB1B | NM_001211 | ● | ● | -5.34 |
NEK2 | NM_002497 | ● | ● | -5.33 |
IQGAP3 | NM_178229 | ● | -5.27 | |
SKA3 | NM_145061 | ● | -5.23 | |
PNN | NM_002687 | ● | ● | -5.20 |
NTRK3 | NM_001007156 | ● | ● | -5.17 |
IL25 | NM_022789 | ● | -5.09 | |
UBE2C | NM_181803 | ● | ● | -5.09 |
AURKB | NM_004217 | ● | ● | -5.08 |
CDC6 | NM_001254 | ● | ● | -5.08 |
CDKN2C | NM_078626 | ● | ● | -5.06 |
EDN2 | NM_001956 | ● | -5.06 | |
CDC20 | NM_001255 | ● | ● | -5.05 |
RRM1 | NM_001033 | ● | ● | -5.05 |
APC | NM_000038 | ● | ● | -5.04 |
KIF15 | NM_020242 | ● | ● | -5.03 |
LMNB1 | NM_005573 | ● | -5.02 | |
NCAPG2 | NM_017760 | ● | -4.96 | |
CCNE2 | NM_057749 | ● | ● | -4.94 |
HMMR | NM_012484 | ● | -4.93 | |
BRIP1 | NM_032043 | ● | -4.90 | |
ECT2 | NM_018098 | ● | ● | -4.89 |
CDT1 | NM_030928 | ● | ● | -4.87 |
MCAM | NM_006500 | ● | -4.82 | |
LAG3 | NM_002286 | ● | ● | -4.78 |
ZWINT | NM_032997 | ● | -4.73 | |
DCLK2 | NM_001040260 | ● | -4.72 | |
TRAIP | NM_005879 | ● | -4.71 | |
SSTR2 | NM_001050 | ● | ● | -4.69 |
TXK | NM_003328 | ● | -4.65 | |
TBC1D9 | NM_015130 | ● | -4.63 | |
IL1RN | NM_173843 | ● | -4.61 | |
CDCA7 | NM_031942 | ● | -4.56 | |
STK38 | NM_007271 | ● | ● | -4.56 |
CDCA5 | NM_080668 | ● | ● | -4.54 |
E2F7 | NM_203394 | ● | -4.54 | |
FIGNL1 | NM_001042762 | ● | -4.51 | |
SMC4 | NM_005496 | ● | -4.50 | |
CYCS | NM_018947 | ● | -4.48 | |
FBN1 | NM_000138 | ● | -4.48 | |
NCAPD3 | NM_015261 | ● | -4.46 | |
IL16 | NM_172217 | ● | ● | -4.44 |
PCNA | NM_002592 | ● | ● | -4.42 |
FBXO5 | NM_001142522 | ● | -4.37 | |
CKAP2 | NM_018204 | ● | -4.34 | |
IL34 | NM_152456 | ● | -4.34 | |
PSRC1 | NM_032636 | ● | ● | -4.33 |
C11orf82 | NM_145018 | ● | -4.32 | |
CHRDL1 | NM_145234 | ● | -4.31 | |
RAD54B | NM_012415 | ● | -4.31 | |
DIAPH3 | NM_001042517 | ● | -4.29 | |
AKR1C1 | NM_001353 | ● | -4.26 | |
INHBB | NM_002193 | ● | -4.25 | |
MDM2 | NM_002392 | ● | ● | -4.25 |
PRKAA1 | NM_206907 | ● | -4.25 | |
MASTL | NM_032844 | ● | -4.23 | |
MCM5 | NM_006739 | ● | -4.21 | |
CD2AP | NM_012120 | ● | ● | -4.20 |
BRCA1 | NM_007300 | ● | ● | -4.18 |
TPX2 | NM_012112 | ● | ● | -4.15 |
FGFBP1 | NM_005130 | ● | -4.14 | |
EIF4G2 | NM_001172705 | ● | ● | -4.12 |
AURKA | NM_198433 | ● | ● | -4.10 |
PTTG1 | NM_004219 | ● | ● | -4.08 |
ADRA1B | NM_000679 | ● | ● | -4.07 |
RECQL4 | NM_004260 | ● | -4.02 | |
GJB2 | NM_004004 | ● | -4.00 | |
BIRC5 | NM_001012271 | ● | ● | -3.35 |
TERF1 | NM_017489 | ● | ● | -3.18 |
LRP1 | NM_032832 | ● | -2.43 | |
CDK1 | NM_012395 | ● | ● | -2.21 |
ARHGEF10 | NM_014629 | ● | -2.08 |