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bc_all_mutations.txt
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bc_all_mutations.txt
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Gene MutSig(Q-value) # Mut # Profiled Samples Freq Is Cancer Gene (source: OncoKB)
FAM200B 16 16 3102 0.5% No
STPG2 3 3 1282 0.2% No
KRT6C 7 7 2606 0.3% No
INSL3 3 3 1573 0.2% No
ASPM 114 94 4474 2.1% No
OGN 14 14 3928 0.4% No
INSIG1 5 5 1519 0.3% No
FOXD2 1 1 216 0.5% No
FOXM1 25 25 3890 0.6% No
FOXE1 2 2 186 1.1% No
FOXC2 3 3 1133 0.3% No
FOXJ1 5 5 1435 0.3% No
LAMA1 94 91 4376 2.1% No
FOXE3 1 1 982 0.1% No
FOXL1 4 4 2336 0.2% No
INPP4A 69 65 7591 0.9% Yes
INPP5A 4 4 2865 0.1% No
INPP5B 28 28 3844 0.7% No
FOXO3 51 47 6073 0.8% Yes
INPP5D 22 21 3621 0.6% Yes
OGDH 30 30 4055 0.7% No
FOXO1 40 37 7705 0.5% Yes
INPPL1 78 67 5405 1.2% Yes
OGG1 8 8 3102 0.3% No
FOXS1 2 2 1303 0.2% No
PDX1 5 5 3051 0.2% No
TNFRSF11B 13 13 3372 0.4% No
FLNB 71 68 3950 1.7% No
A1BG 10 10 1635 0.6% No
FLNA 88 78 4196 1.9% No
A2M 40 39 4196 0.9% No
FLII 37 36 3774 1.0% No
METRNL 15 15 3488 0.4% No
FLI1 20 20 3795 0.5% Yes
FLG 244 214 4339 4.9% No
INSL4 1 1 1066 <0.1% No
NAT1 8 8 3305 0.2% No
OLR1 11 11 3437 0.3% No
INSM1 2 2 402 0.5% No
INSR 67 63 7426 0.8% Yes
OMG 4 4 1382 0.3% No
INSRR 38 38 3963 1.0% No
OPA1 28 28 4011 0.7% No
EIF3E 7 6 2555 0.2% Yes
FLOT2 9 9 3081 0.3% No
OPCML 11 11 3925 0.3% No
FLNC 95 93 4230 2.2% No
SIX6 13 13 3051 0.4% No
IRF2 8 8 3421 0.2% Yes
OR1D2 7 5 3051 0.2% No
IRF3 27 23 3839 0.6% No
OR1F1 3 3 793 0.4% No
IRF4 31 31 5914 0.5% Yes
OR2C1 2 2 1168 0.2% No
CDH2 19 19 4298 0.4% No
FMOD 5 5 2865 0.2% No
FMO5 17 17 3895 0.4% No
WFDC9 1 1 100 1.0% No
FMO3 16 16 3825 0.4% No
FMO2 23 23 3588 0.6% No
FMO1 27 27 3761 0.7% No
FLT4 78 70 7577 0.9% Yes
FLT3LG 16 16 3588 0.4% No
WFDC11 5 5 3372 0.1% No
FLT3 93 89 9939 0.9% Yes
FLT1 64 64 7491 0.9% Yes
IPP 21 17 3669 0.5% No
OPHN1 16 16 3558 0.4% No
IRAK1 12 12 3609 0.3% No
OPRD1 14 14 3658 0.4% No
ITGA6 29 25 3834 0.7% No
OPRK1 15 15 3709 0.4% No
IRAK2 17 17 3600 0.5% No
OPRL1 16 16 3825 0.4% No
OPRM1 18 18 3885 0.5% No
IREB2 53 52 4127 1.3% No
FMO4 20 18 3774 0.5% No
IRF1 10 10 3372 0.3% Yes
ISL1 16 16 3895 0.4% No
ISLR 14 14 3372 0.4% No
ITGA1 32 29 3825 0.8% No
EFCAB9 2 2 1082 0.2% No
ITGA2 22 22 3839 0.6% No
FNTB 17 17 2301 0.7% No
CDH12 47 46 3825 1.2% No
CDH10 36 36 4093 0.9% No
FNTA 5 4 2108 0.2% No
CDH9 50 47 4214 1.1% No
CDH8 53 53 4006 1.3% No
CDH7 24 21 3941 0.5% No
FN1 55 55 4149 1.3% No
CDH6 26 26 3928 0.7% No
CDH5 10 10 2803 0.4% No
AFF2 143 137 6550 2.1% No
CDH4 32 31 4130 0.8% No
MRGPRX1 17 15 3372 0.4% No
CDH3 14 14 3533 0.4% No
FMR1 32 30 4028 0.7% No
IRF5 12 12 3102 0.4% No
OR3A1 12 12 3372 0.4% No
IRF6 12 12 3475 0.3% No
OR3A2 7 7 3372 0.2% No
IRF7 4 4 3102 0.1% No
IRS1 56 48 7413 0.6% Yes
ORC1 25 24 3688 0.7% No
ORC2 25 25 4111 0.6% No
SH3PXD2B 24 23 3475 0.7% No
ISG20 1 1 216 0.5% No
CDH11 21 21 3895 0.5% Yes
NSUN5P2 1 1 982 0.1% No
PPP1R27 4 4 3372 0.1% No
CYP4X1 14 14 3609 0.4% No
ITGA9 30 24 3885 0.6% No
ITGAD 25 24 4171 0.6% No
ITGAE 16 14 3709 0.4% No
ITGAL 24 24 4174 0.6% No
ITGAM 30 30 3890 0.8% No
SLX4IP 3 3 526 0.6% No
GPRIN3 24 23 3929 0.6% No
CDK7 12 12 3588 0.3% No
FOS 6 6 1322 0.5% No
CDK6 16 16 7012 0.2% Yes
FOLR3 12 12 3475 0.3% No
CDK5 13 9 3372 0.3% No
CDK4 10 10 5152 0.2% Yes
CDK3 5 5 3102 0.2% No
CDK2 9 9 3874 0.2% No
FOLR1 4 4 2865 0.1% No
CDH18 16 16 4214 0.4% No
CDH17 18 18 3588 0.5% No
FOLH1 35 35 3688 0.9% No
CDH16 18 18 3081 0.6% No
CDH15 17 17 3725 0.5% No
CDH13 11 11 3688 0.3% No
ITGA2B 20 20 3993 0.5% No
ITGA3 22 21 3537 0.6% No
BOD1L2 6 6 3081 0.2% No
ITGA4 30 29 4030 0.7% No
OST4 3 3 2865 0.1% No
ITGA5 18 17 3748 0.5% No
DYNAP 3 3 2865 0.1% No
ITGA7 25 18 3885 0.5% No
KCTD1 6 6 2666 0.2% No
METTL24 3 3 1131 0.3% No
ITGB3 23 23 3925 0.6% No
ITGB4 44 44 4076 1.1% No
EIF6 2 2 1799 0.1% No
COX18 16 16 569 2.8% No
ITGB5 12 12 3825 0.3% No
ITGB6 23 21 3394 0.6% No
ITGB7 16 15 3224 0.5% No
CDKN3 4 4 1983 0.2% No
YIPF7 15 15 3925 0.4% No
CDKN2C 3 3 297 1.0% Yes
FRYL 44 39 3232 1.2% No
CDKN2B 2 2 3283 <0.1% Yes
CDKN2A 77 76 8501 0.9% Yes
FPR3 11 11 2892 0.4% No
CDKN1B 131 123 9981 1.2% Yes
FPR2 11 11 3712 0.3% No
CDKN1A 23 23 6600 0.3% Yes
FPR1 10 10 3774 0.3% No
FPGS 12 12 3588 0.3% No
CDK9 3 3 2069 0.1% No
CDK8 23 23 6273 0.4% Yes
FOSL2 10 9 4011 0.2% No
FOSB 10 10 3472 0.3% No
ITGAV 34 29 3674 0.8% No
ITGAX 40 37 3791 1.0% No
ITGB1 18 18 3925 0.5% No
ITGB2 32 32 3825 0.8% No
MDS2 1 1 100 1.0% Yes
BOD1L1 55 46 3839 1.2% No
GOLGA8H 1 1 982 0.1% No
SERF1B 1 1 817 0.1% No
RNF175 4 4 1519 0.3% No
CDX1 2 2 246 0.8% No
CD52 3 3 1573 0.2% No
TAS2R43 19 17 3712 0.5% No
CDSN 3 3 1789 0.2% No
CDS1 15 15 3825 0.4% No
TAS2R41 5 5 2865 0.2% No
TAS2R40 7 7 3588 0.2% No
TAS2R39 3 3 2036 0.1% No
CDR2 16 14 3648 0.4% No
CDR1 10 10 3928 0.3% No
CDO1 10 10 3472 0.3% No
ITGB8 19 19 3588 0.5% No
ITIH1 20 19 3609 0.5% No
ITIH2 30 24 3697 0.6% No
ITIH3 20 20 4028 0.5% No
TAS2R19 8 8 2390 0.3% No
TAS2R30 4 4 3372 0.1% No
TAS2R46 7 7 3372 0.2% No
TAS2R31 19 19 3609 0.5% No
CEBPG 2 2 337 0.6% No
CEBPE 3 3 2865 0.1% No
CEBPA 13 13 2893 0.4% Yes
TAS2R50 7 7 3318 0.2% No
TAS2R20 5 5 1347 0.4% No
CEACAM5 16 16 3834 0.4% No
CLGN 9 8 3151 0.3% No
CDX4 10 8 2957 0.3% No
CDX2 4 4 2865 0.1% Yes
RDH8 5 5 2925 0.2% No
CARD18 3 3 2865 0.1% No
CES1 20 20 3665 0.5% No
FXN 4 4 2120 0.2% No
CENPF 57 53 4236 1.3% No
CENPE 93 83 3925 2.1% No
ENPP5 19 19 3941 0.5% No
CENPC 28 24 3664 0.7% No
PRDM4 17 17 3890 0.4% No
PRDM5 14 14 3206 0.4% No
CENPB 11 11 3774 0.3% No
CENPA 7 7 2677 0.3% Yes
KIAA1671 5 5 2201 0.2% No
TXNRD3 4 4 1282 0.3% No
CEL 22 21 3609 0.6% No
HNRNPUL1 29 29 3609 0.8% No
MICALL1 21 19 3111 0.6% No
TUBGCP6 35 34 3925 0.9% No
RPP14 4 4 3372 0.1% No
ATE1 4 4 2367 0.2% No
RIMBP3 10 10 3475 0.3% No
PTCHD1 42 39 4111 0.9% No
KATNA1 11 11 3825 0.3% No
SSC5D 40 31 4071 0.8% No
KRR1 3 3 1166 0.3% No
PRDM7 12 12 4011 0.3% No
SHC2 11 11 4011 0.3% No
HMSD 4 2 2048 <0.1% No
CTSC 5 5 3102 0.2% No
UHRF2 9 9 2336 0.4% No
CFL2 3 3 2264 0.1% No
CFL1 4 4 2930 0.1% No
CETP 13 13 3658 0.4% No
KIAA1549L 61 54 4274 1.3% No
CETN3 5 4 3102 0.1% No
BTN3A1 16 16 3648 0.4% No
BTN3A2 6 6 1303 0.5% No
FRG2B 9 9 2968 0.3% No
CETN2 7 7 3418 0.2% No
CETN1 2 2 1166 0.2% No
STRIP1 22 22 3988 0.6% No
EMILIN2 23 23 3713 0.6% No
MYLK2 21 19 3925 0.5% No
OBSCN 178 152 4230 3.6% No
CIT 76 73 4176 1.7% No
ZCCHC3 6 6 2925 0.2% No
HIBADH 8 8 3081 0.3% No
ALG2 13 13 3985 0.3% No
MAGEB10 17 17 3609 0.5% No
TRIM5 15 12 3558 0.3% No
EMILIN1 18 18 3486 0.5% No
SYDE1 23 19 3825 0.5% No
CEP43 11 7 3081 0.2% Yes
CFTR 59 54 4176 1.3% No
MAGT1 7 6 1531 0.4% No
RBM48 6 6 3318 0.2% No
DCAF8L1 31 31 3990 0.8% No
CEACAM8 15 14 3300 0.4% No
CCDC112 14 14 3588 0.4% No
CEACAM7 2 2 1082 0.2% No
UNC13C 55 51 3129 1.6% No
CEACAM3 9 9 3588 0.3% No
MALSU1 3 3 2069 0.1% No
EIF2AK4 34 31 3432 0.9% No
CGA 3 3 1166 0.3% No
FHIP1B 28 28 3688 0.8% No
TEX35 10 10 3609 0.3% No
PLEKHN1 20 20 3828 0.5% No
RGS8 8 8 3372 0.2% No
SLC10A7 9 9 3197 0.3% No
KIRREL2 22 21 3925 0.5% No
FAM207A 3 3 2865 0.1% No
DTNBP1 8 7 3081 0.2% No
SMIM21 1 1 1066 <0.1% No
TMEM222 1 1 216 0.5% No
HDHD2 5 5 2865 0.2% No
ZADH2 3 3 2865 0.1% No
OR6C65 4 4 2865 0.1% No
OR6C68 4 4 2450 0.2% No
TEX55 23 22 3925 0.6% No
GOLGA8B 1 1 982 0.1% No
ADGRV1 145 121 4330 2.8% No
IGSF11 12 12 3712 0.3% No
CEACAM4 13 13 3370 0.4% No
KATNAL1 18 18 3874 0.5% No
WDR54 9 9 3653 0.2% No
MND1 11 11 3372 0.3% No
SIGLEC15 10 10 3825 0.3% No
NSRP1 5 5 2099 0.2% No
ENKD1 17 17 2201 0.8% No
ZRANB3 41 41 3674 1.1% No
FAM153A 4 4 2865 0.1% No
ARL10 4 4 3051 0.1% No
CDNF 4 3 1166 0.3% No
ALDH16A1 10 10 3267 0.3% No
CPT1C 32 28 3944 0.7% No
FBXO30 18 17 3709 0.5% No
RAB6C 7 7 2865 0.2% No
FAM186B 16 16 3372 0.5% No
HORMAD1 23 19 4028 0.5% No
ARMC2 14 12 2687 0.4% No
IZUMO2 5 5 353 1.4% No
PGAM4 9 9 3372 0.3% No
JOSD2 1 1 1066 <0.1% No
KBTBD7 10 10 3318 0.3% No
C3ORF20 18 18 3785 0.5% No
ANKRD27 27 25 3707 0.7% No
QRICH2 49 49 4197 1.2% No
MYCBPAP 30 27 4011 0.7% No
TKTL2 13 13 3588 0.4% No
FSCB 14 14 3895 0.4% No
TMEM192 7 7 2984 0.2% No
UCN3 1 1 1066 <0.1% No
SIGLEC11 6 6 2655 0.2% No
SLC2A13 13 13 3795 0.3% No
PODN 26 26 3774 0.7% No
CCDC18 28 28 4176 0.7% No
TCEANC2 3 3 2865 0.1% No
CNMD 15 15 3418 0.4% No
GLRA4 13 13 3430 0.4% No
SH2D7 3 3 1883 0.2% No
WWP2 47 43 3748 1.1% No
SOX30 16 13 3394 0.4% No
ZNF704 12 12 3124 0.4% No
DUS4L 2 2 1131 0.2% No
UBE2C 1 1 216 0.5% No
CNTRL 64 53 3825 1.4% Yes
ANO3 16 16 3872 0.4% No
KIF21B 55 55 4330 1.3% No
PDS5B 37 37 4088 0.9% Yes
FNBP1 16 15 4011 0.4% Yes
SMG1 98 84 4209 2.0% Yes
OR10J5 11 10 2606 0.4% No
MYT1L 52 49 3089 1.6% No
MON2 30 29 4111 0.7% No
PDXDC1 24 24 3928 0.6% No
TNIK 39 39 4127 0.9% No
SNRNP35 9 9 3472 0.3% No
NEUROG3 9 9 3372 0.3% No
RAPGEF4 23 23 3988 0.6% No
RALYL 13 13 3774 0.3% No
CYB561D2 6 6 2865 0.2% No
ADGRG4 96 82 4279 1.9% No
CNTN4 37 34 4111 0.8% No
TMEM115 3 3 2865 0.1% No
C16ORF74 1 1 216 0.5% No
TRIM31 1 1 237 0.4% No
TOPBP1 49 45 4214 1.1% No
CDC20B 9 9 3588 0.3% No
TPPP 6 6 3609 0.2% No
STMN2 2 2 2509 <0.1% No
RWDD4 6 6 3318 0.2% No
KRTCAP3 4 4 1986 0.2% No
NMNAT2 10 10 3609 0.3% No
CLUAP1 11 11 3558 0.3% No
LRRN4 16 15 3993 0.4% No
ZHX3 18 18 3890 0.5% No
HGSNAT 23 23 3609 0.6% No
ENDOD1 3 3 553 0.5% No
ZSWIM8 58 53 4214 1.3% No
NCOA6 60 60 4127 1.5% No
LRRC56 1 1 186 0.5% No
TRIOBP 45 37 4101 0.9% No
HSF2BP 9 9 3184 0.3% No
RER1 3 3 1883 0.2% No
SEPTIN10 8 7 3588 0.2% No
B4GAT1 5 5 3472 0.1% No
PIM2 14 12 3472 0.3% No
MID2 19 19 4028 0.5% No
SPTSSB 3 3 2865 0.1% No
TMCC1 29 29 3777 0.8% No
SPANXN4 3 3 2555 0.1% No
BUD23 14 14 3674 0.4% No
PDZRN3 31 31 3825 0.8% No
UNC13A 50 50 4214 1.2% No
MYO16 72 67 4171 1.6% No
KDM1A 28 28 3599 0.8% No
RBM34 9 9 3874 0.2% No
PRIMPOL 18 18 3709 0.5% No
BAGE2 1 1 1066 <0.1% No
PAQR8 8 8 1915 0.4% No
SNRNP200 59 55 4274 1.3% No
PPIL4 8 8 3588 0.2% No
PALLD 58 57 6283 0.9% No
UPK1A 5 5 2965 0.2% No
TENT4A 11 11 3691 0.3% No
ADRM1 9 9 3609 0.2% No
SLC35D2 8 8 3609 0.2% No
RNF183 6 6 3205 0.2% No
OR2T3 14 14 2627 0.5% No
OR2T8 8 8 2120 0.4% No
OR2W3 7 7 2522 0.3% No
OR14K1 5 5 3372 0.1% No
CPSF6 16 16 3588 0.4% No
RTL8B 4 4 3081 0.1% No
NUDT21 4 4 3372 0.1% No
OGFR 13 12 2252 0.5% No
SAMD4A 26 26 3828 0.7% No
PHLPP2 37 31 3723 0.8% No
ZNF292 72 57 3874 1.5% No
PDZD2 78 76 4176 1.8% No
WDTC1 17 17 3267 0.5% No
XPO7 31 31 3774 0.8% No
B3GALT5-AS1 6 6 2865 0.2% No
KDM4B 21 21 3890 0.5% No
MCM3AP-AS1 1 1 982 0.1% No
MAST3 24 20 3318 0.6% No
USP33 27 26 3877 0.7% No
FBF1 33 29 3825 0.8% No
ZNF813 13 13 3102 0.4% No
DOP1A 42 42 4088 1.0% No
DDX52 8 7 3318 0.2% No
ATCAY 11 11 3475 0.3% No
ZPBP 9 9 3327 0.3% No
OR6F1 17 17 3941 0.4% No
COL27A1 50 48 4093 1.2% No
ABHD2 18 18 3812 0.5% No
WWP1 34 30 3774 0.8% No
OR5H15 14 14 3791 0.4% No
OR5K3 11 11 3184 0.3% No
OR5K4 4 4 2865 0.1% No
RAB35 15 14 5901 0.2% Yes
WDFY3 82 78 4455 1.8% No
GPR160 7 7 3609 0.2% No
DAAM1 32 27 3575 0.8% No
MAPKBP1 37 33 3985 0.8% No
PLCH1 50 48 3934 1.2% No
FETUB 10 9 3825 0.2% No
KLHDC10 5 5 2771 0.2% No
CYFIP2 52 48 4171 1.2% No
OR5H14 5 5 2877 0.2% No
AKAP8L 17 17 3890 0.4% No
VAX1 2 2 216 0.9% No
TDRKH 15 15 3939 0.4% No
TMPRSS13 14 13 3795 0.3% No
LILRB3 12 12 3081 0.4% No
LILRA1 31 27 3437 0.8% No
B3GNT5 11 8 2865 0.3% No
LILRA2 19 19 3925 0.5% No
LILRA3 10 10 3588 0.3% No
DCAF4L2 69 68 6620 1.0% No
RAB31 5 5 1382 0.4% No
STK38L 17 16 3774 0.4% No
SPEN 329 263 7886 3.3% Yes
FBXO21 28 26 3839 0.7% No
GOLGA8A 10 10 2865 0.3% No
EXOSC7 4 4 3081 0.1% No
FAIM2 4 4 1252 0.3% No
CNOT1 56 52 4011 1.3% No
LGALS12 14 13 3669 0.4% No
RAB21 12 12 3588 0.3% No
ADAP1 6 6 1522 0.4% No
ABCC11 27 27 4111 0.7% No
RIPK3 16 16 3774 0.4% No
STON1 9 9 1510 0.6% No
FUNDC1 9 9 3472 0.3% No
OR4A47 5 5 2385 0.2% No
ZNF440 19 18 3960 0.5% No
MIER3 6 6 3318 0.2% No
ZNF285 17 17 3521 0.5% No
IL21 8 8 3709 0.2% No
TTC23L 10 10 3372 0.3% No
CHORDC1 15 15 3372 0.4% No
PARP15 25 23 3618 0.6% No
CCDC159 12 12 3588 0.3% No
SWSAP1 12 12 4011 0.3% No
IL24 10 10 3267 0.3% No
SHANK3 18 18 4011 0.4% No
SLC27A2 10 10 3709 0.3% No
SLC27A3 7 6 2801 0.2% No
KRTAP4-16 5 5 2306 0.2% No
SPINK5 35 34 4171 0.8% No
KIF2C 14 14 4028 0.3% No
SHISAL1 11 11 3372 0.3% No
LILRB4 10 10 3391 0.3% No
TMCO2 3 3 2865 0.1% No
OR2T35 11 11 3372 0.3% No
ARSK 19 19 3825 0.5% No
GLIPR1 12 12 3558 0.3% No
FAM81B 20 17 3588 0.5% No
AP3M1 17 17 3688 0.5% No
PABPC1 16 15 3825 0.4% No
ZNF491 9 7 3372 0.2% No
ZNF441 22 18 3609 0.5% No
SEC22A 5 5 2771 0.2% No
ZNF684 3 3 2865 0.1% No
FAM229B 3 3 1573 0.2% No
LIAS 10 10 3609 0.3% No
TRIM9 10 10 3825 0.3% No
KLK11 14 11 2930 0.4% No
TLK2 19 19 3709 0.5% No
OR2T27 22 22 2865 0.8% No
KDELR2 5 5 2865 0.2% No
TMSB15A 7 7 3372 0.2% No
ATF7 8 7 3267 0.2% No
KDELR3 9 9 3577 0.3% No
TMED1 1 1 1066 <0.1% No
SNRNP27 7 4 3102 0.1% No
FAM111A 24 24 3825 0.6% No
ZNF567 19 16 3911 0.4% No
MTX3 4 3 1282 0.2% No
TBC1D3 1 1 982 0.1% No
KIAA0825 32 32 3925 0.8% No
GPR150 4 3 453 0.7% No
SLC17A9 5 5 3081 0.2% No
VSTM2A 6 6 3418 0.2% No
DTWD2 20 20 5064 0.4% No
TTLL9 11 9 3825 0.2% No
MANBAL 2 2 1303 0.2% No
DUSP21 15 15 3941 0.4% No
FAM205A 24 24 3825 0.6% No
ZNF114 8 8 2099 0.4% No
GPATCH3 22 18 3825 0.5% No
IL4I1 7 7 1528 0.5% No
NAPB 2 2 216 0.9% No
IL20 4 4 3102 0.1% No
RELL2 3 3 2390 0.1% No
ZBED8 20 20 3825 0.5% No
TNN 50 48 4071 1.2% No
CHTF18 17 17 3795 0.4% No
ZNF335 26 26 4053 0.6% No
CIDEC 2 2 165 1.2% No
ELMO2 17 17 3777 0.5% No
BLOC1S5 9 9 3709 0.2% No
GALNT11 28 28 3939 0.7% No
FAM174A 9 9 1345 0.7% No
UBQLN3 11 11 3588 0.3% No
IL21R 13 13 3874 0.3% Yes
GALNT9 15 15 3785 0.4% No
ATP6V0A4 22 22 3795 0.6% No
IL22 9 9 3472 0.3% No
DEF6 19 18 3094 0.6% No
ITSN2 55 49 3977 1.2% No
STEEP1 9 7 3609 0.2% No
MRPS14 6 6 2606 0.2% No
ZNF667 13 12 3552 0.3% No
MCUR1 3 3 2390 0.1% No
PCIF1 14 12 3102 0.4% No
ZNF383 12 12 3267 0.4% No
ITPA 3 3 2865 0.1% No
ITPK1 9 9 3609 0.2% No
ANKEF1 15 15 3604 0.4% No
ITPKA 7 7 3691 0.2% No
XPNPEP3 29 27 3874 0.7% No
ITPKB 39 39 3898 1.0% No
CHP2 7 7 3102 0.2% No
ITPR1 82 76 4292 1.8% No
ITPR2 63 56 4174 1.3% No
ITIH4 12 12 3691 0.3% No
CUZD1 7 7 1447 0.5% No
CYHR1 19 19 3674 0.5% No
ITK 31 31 3939 0.8% Yes
STT3A 1 1 1066 <0.1% No
GEMIN4 20 19 3688 0.5% No
KANSL1L 14 11 3318 0.3% No
FAM227A 15 15 2566 0.6% No
PEG10 15 15 4090 0.4% No
NECAB3 1 1 982 0.1% No
GPSM3 4 4 3372 0.1% No
FKBPL 11 11 3925 0.3% No
ZNF579 11 11 2066 0.5% No
SVIP 3 3 2865 0.1% No
DMRTC1 3 3 2555 0.1% No
DMRTC2 9 9 3051 0.3% No
KDM4C 34 32 3712 0.9% Yes
JAK1 145 131 9878 1.3% Yes
PPRC1 38 38 3607 1.1% No
JAK2 70 70 7821 0.9% Yes
JAK3 77 76 7569 1.0% Yes
FAM217B 15 15 3558 0.4% No
ERC1 25 23 3925 0.6% Yes
EXPH5 37 36 4050 0.9% No
TRIM35 8 8 3167 0.3% No
ITPR3 83 77 4204 1.8% No
IVD 11 11 3588 0.3% No
IVL 10 10 3504 0.3% No
JAG2 12 10 3111 0.3% No
AVL9 21 21 3774 0.6% No
ANO7 11 9 3588 0.3% No
FHIP1A 21 20 3825 0.5% No
DMRTA2 1 1 216 0.5% No
WDR82P1 2 2 982 0.2% No
DMRTA1 16 16 3855 0.4% No
ARHGAP26 25 24 3609 0.7% Yes
JUNB 3 3 319 0.9% No
TTLL5 35 33 3874 0.9% No
JUND 2 2 1252 0.2% No
SIPA1L3 44 42 4014 1.0% No
JUP 21 19 3205 0.6% No
KIF1B 41 41 3885 1.1% No
IQSEC2 41 38 3954 1.0% No
CDK19 23 23 3688 0.6% No
SARM1 24 21 3588 0.6% No
PNPLA8 17 16 3709 0.4% No
ZBTB43 15 13 3367 0.4% No
JARID2 25 25 4179 0.6% Yes
PLB1 29 28 3504 0.8% No
ZNF423 33 33 4330 0.8% No
JUN 45 45 7369 0.6% Yes
ZC3H13 62 48 4071 1.2% No
KERA 11 9 3116 0.3% No
DNAJB4 18 18 3941 0.5% No
ARHGEF4 24 24 3709 0.6% No
DIDO1 66 59 4339 1.4% No
ESM1 1 1 100 1.0% No
ADAM30 18 18 3872 0.5% No
ADAM29 36 36 3588 1.0% No
SETD1B 39 39 4183 0.9% Yes
ZNF433 9 9 3181 0.3% No
C2ORF92 1 1 1066 <0.1% No
CLSPN 25 23 3895 0.6% No
KCNA2 12 12 3609 0.3% No
KCNA3 6 6 2865 0.2% No
ZNF609 28 28 3937 0.7% No
KCNA4 36 35 4230 0.8% No
TBC1D9B 31 26 3418 0.8% No
GGA2 6 6 3472 0.2% No
WAPL 17 16 3553 0.5% No
SETX 74 61 3990 1.5% No
EMC1 26 24 3825 0.6% No
SLC45A1 21 21 3712 0.6% No
CAND2 29 26 3925 0.7% No
ARHGEF3 8 8 3372 0.2% No
ANOS1 18 18 4011 0.4% No
CD82 2 2 237 0.8% No
KARS1 4 4 1252 0.3% No
KCNA1 34 34 3928 0.9% No
SPACA9 1 1 103 1.0% No
WDR5 12 12 3825 0.3% No
CACFD1 3 3 2306 0.1% No
ADAMTS13 38 37 3825 1.0% No
ADAMTS5 37 34 4071 0.8% No
ADAMTS8 9 9 3413 0.3% No
PRSS23 7 7 2792 0.3% No
KCND1 29 29 3807 0.8% No
KIF13A 61 59 4187 1.4% No
NUP42 15 14 3777 0.4% No
VWA8 39 37 3825 1.0% No
NEUROD6 27 24 3669 0.7% No
ZNF791 23 20 3488 0.6% No
NEUROG2 4 4 2884 0.1% No
RGPD2 7 7 2390 0.3% No
PRDM16 33 32 4198 0.8% Yes
TMED4 10 10 3270 0.3% No
PRDM14 30 28 5107 0.5% Yes
PRDM15 31 30 4088 0.7% No
FIGNL1 13 13 3609 0.4% No
KCNC3 14 10 3081 0.3% No
CMTR1 18 17 3925 0.4% No
ZNF709 3 2 2048 <0.1% No
KCNC4 5 5 3318 0.2% No
ERP44 5 5 1619 0.3% No
CST13P 2 2 116 1.7% No
HECW1 68 65 4093 1.6% No
ZNF564 15 11 3102 0.4% No
UHRF1BP1L 46 46 3764 1.2% No
SWAP70 14 13 3825 0.3% No
RRP1B 11 11 1705 0.6% No
MYCBP2 120 102 4409 2.3% No
KCNA5 33 33 3885 0.8% No
PTPN21 16 13 3421 0.4% No
KCNA6 21 18 4076 0.4% No
KCNA7 13 13 3825 0.3% No
KCNA10 13 11 3691 0.3% No
KCNB1 32 32 3488 0.9% No
KCNC1 12 12 3205 0.4% No
KCNC2 22 21 3925 0.5% No
RNF180 13 13 3653 0.4% No
SREK1IP1 4 4 2615 0.2% No
KCNJ3 11 11 3658 0.3% No
ZNF454 26 22 3872 0.6% No
KCNJ4 11 11 3648 0.3% No
C5ORF60 25 25 3885 0.6% No
KCNJ2 24 23 3839 0.6% No
TMEM145 19 19 3588 0.5% No
NUTM2E 1 1 817 0.1% No
PRR19 4 4 2069 0.2% No
KCND2 28 27 3372 0.8% No
KCND3 18 18 3367 0.5% No
KCNE1 1 1 1066 <0.1% No
KCNF1 13 13 3102 0.4% No
SSX4B 4 4 3372 0.1% No
KCNG1 8 8 3372 0.2% No
KCNH1 35 35 3885 0.9% No
KCNH2 24 24 3855 0.6% No
KCNJ1 8 8 3437 0.2% No
KCNJ14 9 9 3348 0.3% No
KCNJ15 25 19 3588 0.5% No
CHD3 55 53 3928 1.3% No
CHD2 51 46 4274 1.1% Yes
CHD1 74 67 6434 1.0% No
RCC1 10 10 3116 0.3% No
CHAT 14 14 3795 0.4% No
RCBTB2 22 19 4093 0.5% No
CHAD 9 8 2336 0.3% No
C19ORF54 12 12 3709 0.3% No
KCNJ5 6 6 3167 0.2% Yes
KCNJ6 13 13 3704 0.4% No
ZNF780A 20 20 3437 0.6% No
KCNJ8 11 11 3588 0.3% No
KCNJ9 5 5 3081 0.2% No
KCNJ10 13 13 3437 0.4% No
KCNJ11 7 7 2925 0.2% No
AKR1C4 12 12 3648 0.3% No
KCNJ12 27 27 3774 0.7% No
CHD4 96 88 4010 2.2% Yes
KCNJ13 6 6 2865 0.2% No
SYCE1L 9 9 3588 0.3% No
KCNN1 3 3 1406 0.2% No
KCNN2 23 23 3985 0.6% No
KCNN3 41 41 4011 1.0% No
KCNN4 5 5 1549 0.3% No
CHM 25 25 3791 0.7% No
CHKB 15 15 3609 0.4% No
CHIT1 11 11 3081 0.4% No
CHI3L2 8 8 3609 0.2% No
CHI3L1 24 24 3825 0.6% No
CHGB 33 33 3890 0.8% No
FRK 6 6 3146 0.2% No
CHGA 4 4 1726 0.2% No
FOXN3 7 7 3372 0.2% No
CHEK1 11 11 6148 0.2% Yes
KCNJ16 19 18 3548 0.5% No
ZSCAN1 16 15 3709 0.4% No
SDCBPP2 1 1 817 0.1% No
KCNK1 8 8 3181 0.3% No
KCNK2 26 26 3609 0.7% No
KCNK3 10 8 3725 0.2% No
KCNMA1 37 33 4011 0.8% No
KCNMB1 2 2 2048 <0.1% No
CHKA 4 4 2865 0.1% No
KCNS3 13 13 3588 0.4% No
KDR 81 72 7674 0.9% Yes
KEL 13 13 4114 0.3% Yes
CHRM4 10 10 3620 0.3% No
CHRM3 14 14 3990 0.4% No
LYST 112 94 4395 2.1% No
CHRM2 25 22 4011 0.5% No
CHRM1 18 18 3774 0.5% No
ZNF776 19 19 3588 0.5% No
ZIK1 15 15 3774 0.4% No
ZNF547 11 11 3609 0.3% No
CHN2 17 16 3653 0.4% No
CHN1 13 13 3372 0.4% Yes
CHML 21 20 4011 0.5% No
KCNQ1 17 17 3504 0.5% No
KCNQ2 40 40 3928 1.0% No
KCNQ3 36 36 3688 1.0% No
KCNS1 7 7 3318 0.2% No
KCNS2 13 13 2844 0.5% No
ACTL9 15 15 3558 0.4% No
DCDC2C 3 3 1098 0.3% No
CCDC169 2 2 2048 <0.1% No
CHRNB4 20 19 3588 0.5% No
CHRNB3 12 12 3372 0.4% No
CHRNB2 37 37 3941 0.9% No
C5ORF51 13 13 3609 0.4% No
CHRNB1 13 13 3890 0.3% No
CHRNA7 4 4 2164 0.2% No
CHRNA5 9 9 2865 0.3% No
CHRNA4 24 21 4028 0.5% No
CHRNA3 10 10 3609 0.3% No
CHRNA2 17 15 3478 0.4% No
CHRNA1 16 16 3472 0.5% No
CHRM5 6 6 1573 0.4% No
KHK 11 11 3558 0.3% No
KIF2A 34 34 3825 0.9% No
KIF3C 21 19 3942 0.5% No
KIF5A 37 37 4236 0.9% No
HMGA2-AS1 2 2 1282 0.2% No
KIF5B 32 31 3831 0.8% Yes
ZNF841 37 35 3834 0.9% No
ZNF615 17 17 3709 0.5% No
SLC36A3 10 10 3795 0.3% No
KIF4B 31 31 4030 0.8% No
CISH 7 6 2150 0.3% No
CIRBP 5 5 3609 0.1% No
CKB 4 4 3081 0.1% No
FRG1 32 32 3772 0.8% No
CIDEA 4 4 2222 0.2% No
CHUK 23 19 3607 0.5% No
CHRNG 14 12 3372 0.4% No
CHRNE 4 4 1883 0.2% No
MTOR 156 147 7890 1.9% Yes
CHRND 17 17 3709 0.5% No
SIGLECL1 3 3 2865 0.1% No
KLK9 4 4 2099 0.2% No
KCNK4 11 11 3372 0.3% No
EMC10 5 5 2606 0.2% No
MYEF2 14 13 3488 0.4% No
IRX4 11 11 3825 0.3% No
AK3 6 6 3081 0.2% No
ASAP1 32 28 3990 0.7% No
HP1BP3 10 10 3017 0.3% No
CKS2 1 1 216 0.5% No
FTH1 1 1 216 0.5% No
CKS1B 4 4 2385 0.2% Yes
NR5A2 25 21 3774 0.6% No
OR2V2 5 5 3588 0.1% No
ERCC8 6 6 3709 0.2% No
FSHR 37 37 3748 1.0% No
CKMT2 21 21 3795 0.6% No
CENPI 18 16 3453 0.5% No
CKMT1B 4 4 2865 0.1% No
CKM 7 7 3102 0.2% No
FSHB 2 2 1883 0.1% No
FRZB 3 3 2048 0.1% No
IZUMO1 11 11 3318 0.3% No
TBCB 4 4 2865 0.1% No
MAMSTR 8 8 3588 0.2% No
TPRX1 17 17 3372 0.5% No
NKPD1 4 4 2771 0.1% No
HDGFL3 5 5 2865 0.2% No
PPP1R37 7 7 3337 0.2% No
NSDHL 13 13 3774 0.3% No
AP3S1 3 3 2865 0.1% No
AP2S1 2 2 1066 0.2% No
C5ORF64 2 2 1131 0.2% No
AP1S1 3 3 1799 0.2% No
AP2M1 11 11 3588 0.3% No
ZNF283 17 17 3712 0.5% No
LYPD5 10 10 3372 0.3% No
CCDC157 6 6 3102 0.2% No
ZNF575 7 7 3081 0.2% No
CXCL17 6 6 3372 0.2% No
PLEKHM2 15 15 3928 0.4% No
SYT11 19 19 3648 0.5% No
MLC1 21 21 3372 0.6% No
OR4C12 12 10 2676 0.4% No
OR4C13 13 13 3631 0.4% No
M1AP 10 10 3588 0.3% No
CLCNKA 27 25 3790 0.7% No
USP49 10 10 3267 0.3% No
CLCN7 13 13 3421 0.4% No
ATP11B 23 19 3418 0.6% No
WHRN 12 12 3928 0.3% No
CLCN6 25 24 4011 0.6% No
FAM168A 4 4 3372 0.1% No
ABHD14A 3 3 2264 0.1% No
CLCN5 21 21 3620 0.6% No
CLCN4 23 22 3825 0.6% No
PMPCA 13 13 3825 0.3% No
CLCN3 21 21 3874 0.5% No
ARL6IP1 4 4 2930 0.1% No
PRKD2 36 35 3825 0.9% No
CLCN2 27 25 3925 0.6% No
ACSBG1 19 19 3825 0.5% No
CLCN1 17 14 2955 0.5% No
RASSF8 1 1 103 1.0% No
CLCA1 27 25 3753 0.7% No
CLC 7 7 2792 0.3% No
DUSP10 29 27 3795 0.7% No
NLRC5 50 44 3825 1.2% No
MST1L 7 7 2555 0.3% No
ANTXR1 9 7 3609 0.2% No
MRPL3 5 5 2151 0.2% No
C19ORF44 21 19 3689 0.5% No
KIAA1109 127 109 4352 2.5% No
RPL35 8 8 3372 0.2% No
GALNT5 22 22 3653 0.6% No
ASCC2 19 18 3081 0.6% No
GALNT6 12 10 3288 0.3% No
GTF2IRD2 21 21 3588 0.6% No
NBEAL2 51 47 4190 1.1% No
FBXO28 17 17 3928 0.4% No
TSLP 4 4 3372 0.1% No
C10ORF126 3 3 402 0.7% No
PRAF2 1 1 237 0.4% No
CLK3 35 35 6157 0.6% No
JMJD6 11 11 3504 0.3% No
RPL36 4 4 3372 0.1% No
ZC3H4 19 19 3795 0.5% No
CLK2 23 21 3318 0.6% No
RRS1 12 12 4011 0.3% No
LETMD1 7 7 3372 0.2% No
CLK1 17 13 4011 0.3% No
SULF1 30 30 4076 0.7% No
MPC2 8 8 3588 0.2% No
XPO6 28 28 3925 0.7% No
PRRC2C 82 73 4101 1.8% No
CLIC2 9 9 3372 0.3% No
SPEF1 2 2 1282 0.2% No
TBC1D1 28 25 4227 0.6% No
CLIC1 7 7 3372 0.2% No
DCAF13 17 17 4111 0.4% No
MXRA5 129 114 4395 2.6% No
CLU 13 13 3318 0.4% No
ZFR2 8 8 2771 0.3% No
ARID5B 102 93 10164 0.9% Yes
NEPRO 8 6 2450 0.2% No
CLCNKB 19 19 3688 0.5% No
SUMF2 12 12 3418 0.4% No
TRUB1 7 7 2455 0.3% No
POLG2 13 12 3081 0.4% No
SEC63 20 20 3795 0.5% No
RPF2 2 2 289 0.7% No
HPS5 18 16 3029 0.5% No
MKX 16 16 3081 0.5% No
RNF139 23 17 4041 0.4% No
PDCD10 8 8 2865 0.3% No
CA5B 10 10 3267 0.3% No
PSKH2 8 8 3609 0.2% No
RNASEH2C 1 1 216 0.5% No
RNF24 3 3 2865 0.1% No
PPP1R1B 4 3 1282 0.2% No
SGMS2 6 6 3081 0.2% No
ANAPC13 2 2 453 0.4% No
MINDY4 15 13 3877 0.3% No
PARM1 6 5 2264 0.2% No
CHD6 78 77 4214 1.8% No
ZNF831 40 40 4274 0.9% No
METTL7A 6 6 3372 0.2% No
ASF1A 9 9 2865 0.3% No
ABTB2 24 24 4171 0.6% No
YIPF3 2 2 216 0.9% No
MOB4 5 5 2646 0.2% No
FAR1 9 8 1810 0.4% No
C20ORF85 2 2 982 0.2% No
TMEM164 4 4 1252 0.3% No
POLI 17 17 3925 0.4% No
CHEK2 66 61 9841 0.6% Yes
SLITRK6 37 35 3950 0.9% No
KLK8 12 11 3691 0.3% No
ZCCHC7 13 13 3825 0.3% No
CATSPERZ 9 5 3558 0.1% No
LOXL4 13 13 3475 0.4% No
ZNF844 16 16 3658 0.4% No
ZNF763 6 6 1398 0.4% No
TECPR1 17 16 4071 0.4% No
ZNF345 13 11 3691 0.3% No
DCAF12 12 12 3588 0.3% No
ARMC8 15 15 3825 0.4% No
BRMS1 5 5 2615 0.2% No
FAM149A 11 11 3718 0.3% No
CTRB2 2 2 1489 0.1% No
DDX20 18 18 3475 0.5% No
TREX2 6 6 2892 0.2% No
HDX 42 42 3977 1.1% No
PLPBP 7 7 3372 0.2% No
SLC49A3 6 6 2553 0.2% No
APOOL 7 7 2264 0.3% No
FZD10 9 9 3318 0.3% No
AKAP13 70 61 4028 1.5% No
ELMOD3 12 12 4011 0.3% No
IRAK3 15 14 4028 0.3% No
POLR1B 17 17 3753 0.5% No
AKAP10 8 8 3068 0.3% No
AKAP11 55 45 4198 1.1% No
OR2Z1 15 13 3475 0.4% No
SLA2 4 4 1169 0.3% No
BACE2 8 8 3774 0.2% No
TXN2 3 3 2234 0.1% No
FBXL2 13 13 3372 0.4% No
PROKR2 8 8 2601 0.3% No
TMEM184B 5 5 2865 0.2% No
OR4Q3 8 8 2043 0.4% No
ZIM3 28 25 3618 0.7% No
OSCAR 3 3 2865 0.1% No
ARIH1 7 7 2792 0.3% No
DMBX1 7 7 3391 0.2% No
DNAJB5 12 12 3081 0.4% No
MTO1 42 39 3609 1.1% No
PRDX5 13 13 3372 0.4% No
TPSG1 4 4 1789 0.2% No
GBP4 27 27 3588 0.8% No
OR4M1 14 13 2843 0.5% No
GBP5 16 15 3437 0.4% No
MTERF4 7 7 2865 0.2% No
TOE1 3 3 316 0.9% No
PCP2 8 8 3372 0.2% No
TBC1D3B 1 1 507 0.2% No
RAB26 2 2 1799 0.1% No
CIAO2A 11 11 3774 0.3% No
NIPBL 94 81 4395 1.8% No
METTL25 17 17 3418 0.5% No
COG4 11 11 3674 0.3% No
SETD3 15 12 3588 0.3% Yes
TRAPPC5 7 7 2727 0.3% No
HECTD1 59 56 4279 1.3% No
SULT4A1 9 8 3504 0.2% No
POU2F3 6 6 2792 0.2% No
NBPF14 19 19 3591 0.5% No
MGAT4C 13 13 3588 0.4% No
FSBP 2 2 1001 0.2% No
FCRL1 20 20 4214 0.5% No
FCRL3 29 27 4028 0.7% No
LRRC42 28 25 4076 0.6% No
POMK 8 7 3691 0.2% No
USP48 24 20 3284 0.6% No
LSM4 7 6 3372 0.2% No
SPDEF 15 13 3609 0.4% No
VAX2 1 1 982 0.1% No
BAMBI 3 3 1355 0.2% No
C20ORF141 3 3 2865 0.1% No
RHBDD3 1 1 237 0.4% No