PEACHi
GeneSet GGGAGGRR_V$MAZ_Q6 (TFmiRNA_Targets.gmt.txt) is enriched in the following clusters
Cluster log(P) Qvalue Observed in Background Observed in Cluster Expected in Cluster
o--b -3.6 0.04558 665.0 122.0 91.87
AllGenesAssociatedWithProgression -4.1 0.00965 850.0 665.0 619.29
DownRegulated -4.8 0.00445 665.0 442.0 392.71
Gene expression pattern
Figure: Temporal expression patterns were grouped into clusters with differential expression profiles at three phases of the viral life cycle, namely reverse transcription, integration, and late phase. Boxplots on the left show the distribution of the normalized regression weights for each viral phase used in clustering. Expression change pattern of each gene over time is plotted for mock and HIV samples (dotted orange lines) along with the cluster median (bold red line).
List of genes
Ensembl ID Name Cluster
ENSG00000127837 AAMP o--a
ENSG00000165029 ABCA1 --o
ENSG00000138443 ABI2 o-o
ENSG00000097007 ABL1 o--a
ENSG00000110881 ACCN2 --o
ENSG00000075624 ACTB o--b
ENSG00000138107 ACTR1A ---
ENSG00000115091 ACTR3 o+-
ENSG00000143537 ADAM15 ---
ENSG00000151694 ADAM17 +-o
ENSG00000008277 ADAM22 -+o
ENSG00000148700 ADD3 o--b
ENSG00000159346 ADIPOR1 NonAssociatedWithProgression
ENSG00000128271 ADORA2A o--a
ENSG00000139154 AEBP2 NonAssociatedWithProgression
ENSG00000204310 AGPAT1 o--b
ENSG00000018510 AGPS ---
ENSG00000110711 AIP o--a
ENSG00000131016 AKAP12 NonAssociatedWithProgression
ENSG00000170017 ALCAM o++b
ENSG00000149925 ALDOA o--b
ENSG00000138380 ALS2CR8 o++b
ENSG00000126016 AMOT NonAssociatedWithProgression
ENSG00000116337 AMPD2 NonAssociatedWithProgression
ENSG00000167522 ANKRD11 o--b
ENSG00000132466 ANKRD17 ---
ENSG00000105186 ANKRD27 NonAssociatedWithProgression
ENSG00000140350 ANP32A o--a
ENSG00000197043 ANXA6 o--a
ENSG00000106367 AP1S1 ---
ENSG00000182287 AP1S2 -+o
ENSG00000065000 AP3D1 o+o
ENSG00000177879 AP3S1 +o+
ENSG00000166313 APBB1 o-o
ENSG00000134287 ARF3 o--a
ENSG00000168374 ARF4 o+o
ENSG00000165527 ARF6 NonAssociatedWithProgression
ENSG00000075884 ARHGAP15 -+o
ENSG00000100852 ARHGAP5 o++b
ENSG00000117713 ARID1A o--b
ENSG00000032219 ARID4A o-+
ENSG00000213465 ARL2 o--a
ENSG00000102401 ARMCX3 o++b
ENSG00000143437 ARNT o++b
ENSG00000162704 ARPC5 o--b
ENSG00000136950 ARPC5L o--b
ENSG00000141480 ARRB2 ---
ENSG00000183475 ASB7 NonAssociatedWithProgression
ENSG00000115966 ATF2 NonAssociatedWithProgression
ENSG00000170653 ATF7 ---
ENSG00000163399 ATP1A1 o--a
ENSG00000174437 ATP2A2 -o-
ENSG00000074370 ATP2A3 o--b
ENSG00000135390 ATP5G2 oo-
ENSG00000154518 ATP5G3 NonAssociatedWithProgression
ENSG00000175054 ATR NonAssociatedWithProgression
ENSG00000158321 AUTS2 o++b
ENSG00000112182 BACH2 +-o
ENSG00000121753 BAI2 o--a
ENSG00000204469 BAT2 ---
ENSG00000204463 BAT3 ---
ENSG00000204438 BAT4 o--a
ENSG00000198604 BAZ1A NonAssociatedWithProgression
ENSG00000076108 BAZ2A o++b
ENSG00000137936 BCAR3 o++b
ENSG00000105552 BCAT2 o--a
ENSG00000119866 BCL11A ---
ENSG00000127152 BCL11B NonAssociatedWithProgression
ENSG00000116128 BCL9 NonAssociatedWithProgression
ENSG00000186174 BCL9L o--b
ENSG00000183337 BCOR o--a
ENSG00000151746 BICD1 NonAssociatedWithProgression
ENSG00000104081 BMF +-o
ENSG00000125378 BMP4 +-o
ENSG00000204217 BMPR2 NonAssociatedWithProgression
ENSG00000104765 BNIP3L NonAssociatedWithProgression
ENSG00000204256 BRD2 o--b
ENSG00000100916 BRMS1L o--b
ENSG00000082153 BZW1 o+-
ENSG00000124920 C11orf9 -oo
ENSG00000119669 C14orf4 NonAssociatedWithProgression
ENSG00000156030 C14orf43 o--a
ENSG00000116667 C1orf21 o++a
ENSG00000121486 C1orf25 -+o
ENSG00000116668 C1orf26 NonAssociatedWithProgression
ENSG00000132823 C20orf111 NonAssociatedWithProgression
ENSG00000197183 C20orf112 o++a
ENSG00000101084 C20orf24 o+o
ENSG00000160298 C21orf58 NonAssociatedWithProgression
ENSG00000115649 C2orf24 o--b
ENSG00000146350 C6orf170 o++b
ENSG00000198663 C6orf89 ---
ENSG00000164970 C9orf25 NonAssociatedWithProgression
ENSG00000107159 CA9 ---
ENSG00000148660 CAMK2G o+o
ENSG00000108509 CAMTA2 --o
ENSG00000147044 CASK o++b
ENSG00000129993 CBFA2T3 NonAssociatedWithProgression
ENSG00000114423 CBLB +oo
ENSG00000122565 CBX3 o--a
ENSG00000183741 CBX6 o--b
ENSG00000141570 CBX8 ---
ENSG00000171097 CCBL1 NonAssociatedWithProgression
ENSG00000108091 CCDC6 o+-
ENSG00000105173 CCNE1 o--b
ENSG00000175305 CCNE2 NonAssociatedWithProgression
ENSG00000113328 CCNG1 +o+
ENSG00000138764 CCNG2 ---
ENSG00000126353 CCR7 +o+
ENSG00000156535 CD109 +o+
ENSG00000177697 CD151 o-+
ENSG00000026508 CD44 o++b
ENSG00000196776 CD47 NonAssociatedWithProgression
ENSG00000137101 CD72 o-o
ENSG00000168438 CDC40 -oo
ENSG00000163171 CDC42EP3 NonAssociatedWithProgression
ENSG00000111665 CDCA3 o--a
ENSG00000103502 CDIPT NonAssociatedWithProgression
ENSG00000105810 CDK6 o--a
ENSG00000132964 CDK8 o+o
ENSG00000124762 CDKN1A oo-
ENSG00000172757 CFL1 o-o
ENSG00000170791 CHCHD7 NonAssociatedWithProgression
ENSG00000153922 CHD1 o--b
ENSG00000173575 CHD2 o--b
ENSG00000111642 CHD4 o--b
ENSG00000188419 CHM o++b
ENSG00000123989 CHPF ---
ENSG00000079432 CIC NonAssociatedWithProgression
ENSG00000173207 CKS1B NonAssociatedWithProgression
ENSG00000106404 CLDN15 o--b
ENSG00000213719 CLIC1 o--b
ENSG00000141367 CLTC -o-
ENSG00000149970 CNKSR2 -oo
ENSG00000117519 CNN3 NonAssociatedWithProgression
ENSG00000148842 CNNM2 ---
ENSG00000088038 CNOT3 o--a
ENSG00000080802 CNOT4 ---
ENSG00000204248 COL11A2 --o
ENSG00000182871 COL18A1 NonAssociatedWithProgression
ENSG00000188153 COL4A5 -oo
ENSG00000141030 COPS3 o--b
ENSG00000168090 COPS6 ---
ENSG00000111652 COPS7A o-o
ENSG00000102879 CORO1A o--a
ENSG00000176340 COX8A o-o
ENSG00000158525 CPA5 NonAssociatedWithProgression
ENSG00000205560 CPT1B o--a
ENSG00000111269 CREBL2 o++b
ENSG00000095794 CREM o+o
ENSG00000101343 CRNKL1 +o+
ENSG00000062485 CS +-o
ENSG00000213923 CSNK1E o--b
ENSG00000204435 CSNK2B o--a
ENSG00000102974 CTCF o--b
ENSG00000144677 CTDSPL o++b
ENSG00000108094 CUL2 o+o
ENSG00000044090 CUL7 ---
ENSG00000171604 CXXC5 o+-
ENSG00000071967 CYBRD1 NonAssociatedWithProgression
ENSG00000068793 CYFIP1 o--a
ENSG00000095596 CYP26A1 o++a
ENSG00000100592 DAAM1 o++b
ENSG00000115866 DARS NonAssociatedWithProgression
ENSG00000204209 DAXX o--b
ENSG00000071626 DAZAP1 ---
ENSG00000105516 DBP ---
ENSG00000132912 DCTN4 NonAssociatedWithProgression
ENSG00000175197 DDIT3 +-o
ENSG00000215301 DDX3X oo-
ENSG00000108654 DDX5 NonAssociatedWithProgression
ENSG00000107625 DDX50 NonAssociatedWithProgression
ENSG00000110367 DDX6 o--b
ENSG00000140543 DET1 o+o
ENSG00000058866 DGKG NonAssociatedWithProgression
ENSG00000149091 DGKZ --o
ENSG00000109606 DHX15 +-o
ENSG00000108406 DHX40 oo-
ENSG00000131504 DIAPH1 o--b
ENSG00000082458 DLG3 NonAssociatedWithProgression
ENSG00000104936 DMPK ---
ENSG00000086061 DNAJA1 ---
ENSG00000132002 DNAJB1 NonAssociatedWithProgression
ENSG00000148719 DNAJB12 o--a
ENSG00000135392 DNAJC14 o++b
ENSG00000130816 DNMT1 o-o
ENSG00000119772 DNMT3A o-o
ENSG00000130158 DOCK6 ---
ENSG00000115325 DOK1 o--a
ENSG00000172269 DPAGT1 -+o
ENSG00000133884 DPF2 o-o
ENSG00000135144 DTX1 o--b
ENSG00000161326 DUSP14 o++b
ENSG00000120875 DUSP4 ---
ENSG00000139318 DUSP6 NonAssociatedWithProgression
ENSG00000164086 DUSP7 o--a
ENSG00000184545 DUSP8 ---
ENSG00000130829 DUSP9 NonAssociatedWithProgression
ENSG00000157540 DYRK1A NonAssociatedWithProgression
ENSG00000101412 E2F1 o--b
ENSG00000112242 E2F3 NonAssociatedWithProgression
ENSG00000147654 EBAG9 NonAssociatedWithProgression
ENSG00000074266 EED o--a
ENSG00000156508 EEF1A1 o--a
ENSG00000172638 EFEMP2 NonAssociatedWithProgression
ENSG00000169242 EFNA1 oo+
ENSG00000243364 EFNA4 o++a
ENSG00000120738 EGR1 NonAssociatedWithProgression
ENSG00000144895 EIF2A o+-
ENSG00000161960 EIF4A1 -o-
ENSG00000114867 EIF4G1 ---
ENSG00000110321 EIF4G2 o+-
ENSG00000132507 EIF5A o--a
ENSG00000118402 ELOVL4 +-o
ENSG00000143420 ENSA oo-
ENSG00000100393 EP300 o++b
ENSG00000095203 EPB41L4B -oo
ENSG00000106123 EPHB6 o--b
ENSG00000063245 EPN1 ---
ENSG00000105722 ERF ---
ENSG00000173153 ESRRA ---
ENSG00000120705 ETF1 o--a
ENSG00000244405 ETV5 +-o
ENSG00000182944 EWSR1 o--b
ENSG00000099364 FBXL19 ---
ENSG00000108306 FBXL20 NonAssociatedWithProgression
ENSG00000138081 FBXO11 +o+
ENSG00000109670 FBXW7 o+-
ENSG00000137478 FCHSD2 NonAssociatedWithProgression
ENSG00000182511 FES NonAssociatedWithProgression
ENSG00000102302 FGD1 NonAssociatedWithProgression
ENSG00000146192 FGD2 -+o
ENSG00000077782 FGFR1 o++a
ENSG00000127418 FGFRL1 NonAssociatedWithProgression
ENSG00000004478 FKBP4 ---
ENSG00000181027 FKRP o+o
ENSG00000184922 FMNL1 NonAssociatedWithProgression
ENSG00000102081 FMR1 o+-
ENSG00000170345 FOS NonAssociatedWithProgression
ENSG00000125740 FOSB +-o
ENSG00000198815 FOXJ3 NonAssociatedWithProgression
ENSG00000070404 FSTL3 ---
ENSG00000167996 FTH1 oo-
ENSG00000140564 FURIN o++a
ENSG00000089280 FUS o+-
ENSG00000033170 FUT8 -+o
ENSG00000137731 FXYD2 o-+
ENSG00000010810 FYN +oo
ENSG00000155760 FZD7 o++a
ENSG00000138757 G3BP2 NonAssociatedWithProgression
ENSG00000034713 GABARAPL2 -+o
ENSG00000099860 GADD45B o--b
ENSG00000197093 GAL3ST4 +oo
ENSG00000117308 GALE o--a
ENSG00000106105 GARS +-o
ENSG00000159131 GART NonAssociatedWithProgression
ENSG00000107485 GATA3 o+o
ENSG00000165113 GKAP1 NonAssociatedWithProgression
ENSG00000102393 GLA ---
ENSG00000130755 GMFG NonAssociatedWithProgression
ENSG00000088256 GNA11 ---
ENSG00000087460 GNAS NonAssociatedWithProgression
ENSG00000120053 GOT1 NonAssociatedWithProgression
ENSG00000171723 GPHN -+o
ENSG00000144230 GPR17 o-+
ENSG00000181773 GPR3 ---
ENSG00000170412 GPRC5C NonAssociatedWithProgression
ENSG00000167468 GPX4 o--b
ENSG00000198873 GRK5 +oo
ENSG00000198055 GRK6 ---
ENSG00000196277 GRM7 NonAssociatedWithProgression
ENSG00000030582 GRN o-o
ENSG00000109519 GRPEL1 o--b
ENSG00000082701 GSK3B -o-
ENSG00000103342 GSPT1 NonAssociatedWithProgression
ENSG00000100983 GSS NonAssociatedWithProgression
ENSG00000110768 GTF2H1 o++b
ENSG00000172432 GTPBP2 o--a
ENSG00000189060 H1F0 o--b
ENSG00000184897 H1FX o--a
ENSG00000164032 H2AFZ o-o
ENSG00000132475 H3F3B o--b
ENSG00000128708 HAT1 NonAssociatedWithProgression
ENSG00000105856 HBP1 o+o
ENSG00000103145 HCFC1R1 o--a
ENSG00000116478 HDAC1 ---
ENSG00000163517 HDAC11 -oo
ENSG00000171720 HDAC3 ---
ENSG00000068024 HDAC4 o--b
ENSG00000092148 HECTD1 NonAssociatedWithProgression
ENSG00000051108 HERPUD1 +oo
ENSG00000114315 HES1 NonAssociatedWithProgression
ENSG00000169635 HIC2 o--a
ENSG00000184678 HIST2H2BE NonAssociatedWithProgression
ENSG00000101294 HM13 o--b
ENSG00000140382 HMG20A o++b
ENSG00000064961 HMG20B o--a
ENSG00000137309 HMGA1 o--b
ENSG00000149948 HMGA2 oo-
ENSG00000198830 HMGN2 NonAssociatedWithProgression
ENSG00000170144 HNRNPA3 ---
ENSG00000152795 HNRPDL oo-
ENSG00000182742 HOXB4 NonAssociatedWithProgression
ENSG00000120087 HOXB7 +o+
ENSG00000110756 HPS5 o++b
ENSG00000204228 HSD17B8 o--b
ENSG00000109971 HSPA8 ---
ENSG00000106211 HSPB1 o--b
ENSG00000144381 HSPD1 o--b
ENSG00000115541 HSPE1 o+-
ENSG00000125968 ID1 o--a
ENSG00000117318 ID3 ---
ENSG00000162783 IER5 ---
ENSG00000140443 IGF1R o++b
ENSG00000162729 IGSF8 ---
ENSG00000137070 IL11RA NonAssociatedWithProgression
ENSG00000172349 IL16 NonAssociatedWithProgression
ENSG00000110944 IL23A NonAssociatedWithProgression
ENSG00000129351 ILF3 -o-
ENSG00000166333 ILK NonAssociatedWithProgression
ENSG00000106348 IMPDH1 o--a
ENSG00000198825 INPP5F NonAssociatedWithProgression
ENSG00000196497 IPO4 o--b
ENSG00000169047 IRS1 o--b
ENSG00000177508 IRX3 oo-
ENSG00000136003 ISCU o+o
ENSG00000143127 ITGA10 NonAssociatedWithProgression
ENSG00000147166 ITGB1BP2 -o-
ENSG00000135916 ITM2C NonAssociatedWithProgression
ENSG00000137825 ITPKA o--b
ENSG00000150995 ITPR1 o++b
ENSG00000116679 IVNS1ABP NonAssociatedWithProgression
ENSG00000096968 JAK2 o++a
ENSG00000008083 JARID2 o-o
ENSG00000153814 JAZF1 ---
ENSG00000104369 JPH1 NonAssociatedWithProgression
ENSG00000177606 JUN NonAssociatedWithProgression
ENSG00000171223 JUNB ---
ENSG00000173801 JUP o-o
ENSG00000170049 KCNAB3 ---
ENSG00000102057 KCND1 ---
ENSG00000055118 KCNH2 -oo
ENSG00000187486 KCNJ11 -+o
ENSG00000168135 KCNJ4 --o
ENSG00000105438 KDELR1 NonAssociatedWithProgression
ENSG00000088247 KHSRP o--b
ENSG00000081791 KIAA0141 o++a
ENSG00000177728 KIAA0195 o--b
ENSG00000198894 KIAA1737 o--a
ENSG00000054523 KIF1B o++a
ENSG00000129250 KIF1C +o+
ENSG00000075945 KIFAP3 NonAssociatedWithProgression
ENSG00000126259 KIRREL2 ---
ENSG00000118922 KLF12 o+o
ENSG00000124702 KLHDC3 o--a
ENSG00000146021 KLHL3 o++b
ENSG00000108424 KPNB1 o--a
ENSG00000163463 KRTCAP2 o-o
ENSG00000005893 LAMP2 o-+
ENSG00000002834 LASP1 o--b
ENSG00000213658 LAT NonAssociatedWithProgression
ENSG00000213398 LCAT ---
ENSG00000182866 LCK o-o
ENSG00000198728 LDB1 o--b
ENSG00000111716 LDHB o-o
ENSG00000138795 LEF1 -o-
ENSG00000005156 LIG3 NonAssociatedWithProgression
ENSG00000182541 LIMK2 o--a
ENSG00000074695 LMAN1 o-o
ENSG00000113368 LMNB1 o--b
ENSG00000143013 LMO4 -+o
ENSG00000139517 LNX2 NonAssociatedWithProgression
ENSG00000072071 LPHN1 ---
ENSG00000145012 LPP oo+
ENSG00000077454 LRCH4 ---
ENSG00000123384 LRP1 NonAssociatedWithProgression
ENSG00000070018 LRP6 NonAssociatedWithProgression
ENSG00000172731 LRRC20 ---
ENSG00000175928 LRRN1 o+o
ENSG00000148356 LRSAM1 oo+
ENSG00000007392 LUC7L o--b
ENSG00000146963 LUC7L2 o--a
ENSG00000011009 LYPLA2 o--a
ENSG00000003056 M6PR o-o
ENSG00000197063 MAFG ---
ENSG00000179222 MAGED1 NonAssociatedWithProgression
ENSG00000102316 MAGED2 ---
ENSG00000173327 MAP3K11 ---
ENSG00000073803 MAP3K13 o++a
ENSG00000198909 MAP3K3 o-+
ENSG00000107968 MAP3K8 o++a
ENSG00000047849 MAP4 o-+
ENSG00000102882 MAPK3 o--b
ENSG00000166484 MAPK7 o-o
ENSG00000008735 MAPK8IP2 o--a
ENSG00000186868 MAPT o++a
ENSG00000155130 MARCKS +-o
ENSG00000072518 MARK2 ---
ENSG00000015479 MATR3 -o-
ENSG00000125952 MAX NonAssociatedWithProgression
ENSG00000166987 MBD6 o--b
ENSG00000014641 MDH1 o+o
ENSG00000110492 MDK NonAssociatedWithProgression
ENSG00000198625 MDM4 o-o
ENSG00000143995 MEIS1 o++b
ENSG00000134138 MEIS2 o++b
ENSG00000133895 MEN1 ---
ENSG00000140406 MESDC1 +oo
ENSG00000133816 MICAL2 o++a
ENSG00000187098 MITF o--b
ENSG00000099875 MKNK2 o--b
ENSG00000133606 MKRN1 o--b
ENSG00000118058 MLL o--a
ENSG00000005483 MLL5 +oo
ENSG00000078403 MLLT10 o+o
ENSG00000108292 MLLT6 o--a
ENSG00000108960 MMD +o+
ENSG00000102996 MMP15 ---
ENSG00000070444 MNT NonAssociatedWithProgression
ENSG00000124615 MOCS1 o--a
ENSG00000101928 MOSPD1 o+o
ENSG00000155363 MOV10 ---
ENSG00000197965 MPZL1 o+o
ENSG00000011028 MRC2 o++a
ENSG00000204568 MRPS18B o--a
ENSG00000153944 MSI2 NonAssociatedWithProgression
ENSG00000147065 MSN NonAssociatedWithProgression
ENSG00000188786 MTF1 o+-
ENSG00000173171 MTX1 o--a
ENSG00000213347 MXD3 o--a
ENSG00000119950 MXI1 +-o
ENSG00000179820 MYADM oo-
ENSG00000118513 MYB o-+
ENSG00000136997 MYC o--b
ENSG00000020129 NCDN NonAssociatedWithProgression
ENSG00000158092 NCK1 o+-
ENSG00000140396 NCOA2 NonAssociatedWithProgression
ENSG00000124151 NCOA3 o+o
ENSG00000141027 NCOR1 NonAssociatedWithProgression
ENSG00000131507 NDFIP1 +-o
ENSG00000166507 NDST2 o-o
ENSG00000158864 NDUFS2 --o
ENSG00000164258 NDUFS4 NonAssociatedWithProgression
ENSG00000067141 NEO1 o++a
ENSG00000196712 NF1 o+o
ENSG00000077150 NFKB2 NonAssociatedWithProgression
ENSG00000100906 NFKBIA o-o
ENSG00000066136 NFYC NonAssociatedWithProgression
ENSG00000166681 NGFRAP1 NonAssociatedWithProgression
ENSG00000100503 NIN oo+
ENSG00000197885 NKIRAS1 NonAssociatedWithProgression
ENSG00000125820 NKX2-2 o-+
ENSG00000169992 NLGN2 o-o
ENSG00000196338 NLGN3 +o+
ENSG00000087095 NLK oo+
ENSG00000142546 NOSIP o--a
ENSG00000148400 NOTCH1 o+o
ENSG00000074181 NOTCH3 o--b
ENSG00000170485 NPAS2 o-+
ENSG00000141279 NPEPPS ---
ENSG00000131697 NPHP4 ---
ENSG00000213281 NRAS o--b
ENSG00000106459 NRF1 NonAssociatedWithProgression
ENSG00000112664 NUDT3 o--a
ENSG00000102898 NUTF2 --o
ENSG00000182379 NXPH4 NonAssociatedWithProgression
ENSG00000136811 ODF2 o--b
ENSG00000114026 OGG1 o--a
ENSG00000125741 OPA3 ---
ENSG00000112038 OPRM1 ---
ENSG00000167770 OTUB1 --o
ENSG00000115507 OTX1 NonAssociatedWithProgression
ENSG00000122884 P4HA1 o--b
ENSG00000070756 PABPC1 o--b
ENSG00000151846 PABPC3 o--b
ENSG00000007168 PAFAH1B1 o+-
ENSG00000152782 PANK1 o++b
ENSG00000120137 PANK3 +oo
ENSG00000115421 PAPOLG o++b
ENSG00000007372 PAX6 NonAssociatedWithProgression
ENSG00000204304 PBX2 o--a
ENSG00000167081 PBX3 NonAssociatedWithProgression
ENSG00000197111 PCBP2 o--a
ENSG00000090097 PCBP4 o-o
ENSG00000165494 PCF11 oo-
ENSG00000114209 PDCD10 NonAssociatedWithProgression
ENSG00000141456 PELP1 o--a
ENSG00000124299 PEPD o--b
ENSG00000179094 PER1 ---
ENSG00000059691 PET112L -o-
ENSG00000108518 PFN1 o-o
ENSG00000164040 PGRMC2 o--a
ENSG00000111752 PHC1 -oo
ENSG00000134686 PHC2 ---
ENSG00000109118 PHF12 o--a
ENSG00000116273 PHF13 NonAssociatedWithProgression
ENSG00000043143 PHF15 o--b
ENSG00000156531 PHF6 o++a
ENSG00000092621 PHGDH o--a
ENSG00000156873 PHKG2 o--b
ENSG00000108474 PIGL o--b
ENSG00000165282 PIGO ---
ENSG00000137193 PIM1 o--b
ENSG00000143398 PIP5K1A o-+
ENSG00000110697 PITPNM1 ---
ENSG00000181191 PJA1 +o+
ENSG00000160447 PKN3 o-o
ENSG00000144283 PKP4 NonAssociatedWithProgression
ENSG00000181690 PLAG1 oo-
ENSG00000137841 PLCB2 o-+
ENSG00000021300 PLEKHB1 ---
ENSG00000187838 PLSCR3 o--a
ENSG00000163344 PMVK o--a
ENSG00000100941 PNN oo-
ENSG00000143157 POGK o--a
ENSG00000186184 POLR1D o--a
ENSG00000181222 POLR2A ---
ENSG00000110777 POU2AF1 oo+
ENSG00000143190 POU2F1 NonAssociatedWithProgression
ENSG00000152192 POU4F1 oo+
ENSG00000067113 PPAP2A o+-
ENSG00000177380 PPFIA3 ---
ENSG00000138398 PPIG o--b
ENSG00000100614 PPM1A o--a
ENSG00000175175 PPM1E -oo
ENSG00000143224 PPOX +o+
ENSG00000172531 PPP1CA o--a
ENSG00000213639 PPP1CB +-o
ENSG00000204569 PPP1R10 o--b
ENSG00000058272 PPP1R12A o+o
ENSG00000077157 PPP1R12B -oo
ENSG00000101445 PPP1R16B o++a
ENSG00000117751 PPP1R8 NonAssociatedWithProgression
ENSG00000108819 PPP1R9B -+o
ENSG00000112640 PPP2R5D o--a
ENSG00000154001 PPP2R5E o-o
ENSG00000138814 PPP3CA o++b
ENSG00000148840 PPRC1 o--b
ENSG00000221988 PPT2 o--a
ENSG00000137509 PRCP ---
ENSG00000126432 PRDX5 o--a
ENSG00000072062 PRKACA ---
ENSG00000027075 PRKCH oo+
ENSG00000163558 PRKCI -+o
ENSG00000164985 PSIP1 o-o
ENSG00000175166 PSMD2 ---
ENSG00000108344 PSMD3 ---
ENSG00000011304 PTBP1 ---
ENSG00000112655 PTK7 o--a
ENSG00000187514 PTMA o--b
ENSG00000159335 PTMS o--a
ENSG00000165996 PTPLA +o+
ENSG00000143851 PTPN7 o--b
ENSG00000142949 PTPRF ---
ENSG00000144724 PTPRG NonAssociatedWithProgression
ENSG00000185129 PURA ---
ENSG00000103485 QPRT o--a
ENSG00000084733 RAB10 NonAssociatedWithProgression
ENSG00000080371 RAB21 o+o
ENSG00000105649 RAB3A NonAssociatedWithProgression
ENSG00000111540 RAB5B o--b
ENSG00000108774 RAB5C NonAssociatedWithProgression
ENSG00000100949 RABGGTA ---
ENSG00000152942 RAD17 o--a
ENSG00000164754 RAD21 o--b
ENSG00000119318 RAD23B oo-
ENSG00000108557 RAI1 o--b
ENSG00000160271 RALGDS o--a
ENSG00000125970 RALY o--a
ENSG00000141084 RANBP10 -+o
ENSG00000138698 RAP1GDS1 NonAssociatedWithProgression
ENSG00000125249 RAP2A o+o
ENSG00000123728 RAP2C o++b
ENSG00000107263 RAPGEF1 NonAssociatedWithProgression
ENSG00000108352 RAPGEFL1 o--a
ENSG00000105808 RASA4 o--b
ENSG00000068831 RASGRP2 o--a
ENSG00000105538 RASIP1 o-o
ENSG00000101265 RASSF2 o++a
ENSG00000023287 RB1CC1 o+o
ENSG00000102054 RBBP7 o-o
ENSG00000213079 RBM16 o--a
ENSG00000153250 RBMS1 o++b
ENSG00000147274 RBMX oo-
ENSG00000167771 RCOR2 NonAssociatedWithProgression
ENSG00000121039 RDH10 NonAssociatedWithProgression
ENSG00000142599 RERE o++b
ENSG00000084093 REST NonAssociatedWithProgression
ENSG00000132005 RFX1 ---
ENSG00000080298 RFX3 NonAssociatedWithProgression
ENSG00000143390 RFX5 NonAssociatedWithProgression
ENSG00000237441 RGL2 ---
ENSG00000138835 RGS3 o++a
ENSG00000067560 RHOA o-o
ENSG00000143878 RHOB +-o
ENSG00000008853 RHOBTB2 NonAssociatedWithProgression
ENSG00000155366 RHOC --o
ENSG00000177105 RHOG o--a
ENSG00000126858 RHOT1 NonAssociatedWithProgression
ENSG00000157450 RNF111 o++b
ENSG00000134758 RNF138 o--b
ENSG00000121481 RNF2 NonAssociatedWithProgression
ENSG00000146083 RNF44 NonAssociatedWithProgression
ENSG00000204308 RNF5 o--b
ENSG00000101654 RNMT NonAssociatedWithProgression
ENSG00000067900 ROCK1 o+o
ENSG00000134318 ROCK2 +o+
ENSG00000069667 RORA NonAssociatedWithProgression
ENSG00000198963 RORB NonAssociatedWithProgression
ENSG00000143365 RORC o--b
ENSG00000197958 RPL12 NonAssociatedWithProgression
ENSG00000174748 RPL15 o--a
ENSG00000114391 RPL24 o--b
ENSG00000122406 RPL5 NonAssociatedWithProgression
ENSG00000100784 RPS6KA5 NonAssociatedWithProgression
ENSG00000198208 RPS6KL1 o--a
ENSG00000126458 RRAS NonAssociatedWithProgression
ENSG00000114993 RTKN NonAssociatedWithProgression
ENSG00000125744 RTN2 o--a
ENSG00000133318 RTN3 o--a
ENSG00000020633 RUNX3 o--b
ENSG00000204231 RXRB NonAssociatedWithProgression
ENSG00000163602 RYBP -o-
ENSG00000196154 S100A4 NonAssociatedWithProgression
ENSG00000136715 SAP130 o--b
ENSG00000075856 SART3 NonAssociatedWithProgression
ENSG00000182568 SATB1 o--a
ENSG00000099194 SCD +-o
ENSG00000196876 SCN8A -+o
ENSG00000054282 SDCCAG8 ---
ENSG00000100003 SEC14L2 --o
ENSG00000176986 SEC24C ---
ENSG00000150961 SEC24D NonAssociatedWithProgression
ENSG00000065665 SEC61A2 +o+
ENSG00000025796 SEC63 o--a
ENSG00000138623 SEMA7A o--a
ENSG00000079387 SENP1 o+-
ENSG00000163904 SENP2 o--a
ENSG00000161956 SENP3 o--b
ENSG00000138468 SENP7 o++b
ENSG00000120742 SERP1 --o
ENSG00000163536 SERPINI1 -+o
ENSG00000197019 SERTAD1 ---
ENSG00000167565 SERTAD3 NonAssociatedWithProgression
ENSG00000130766 SESN2 +-o
ENSG00000119335 SET o--b
ENSG00000168066 SF1 o-o
ENSG00000095370 SH2D3C NonAssociatedWithProgression
ENSG00000125089 SH3TC1 o--b
ENSG00000160691 SHC1 o--a
ENSG00000127922 SHFM1 -+o
ENSG00000169375 SIN3A o--b
ENSG00000077463 SIRT6 o--b
ENSG00000177045 SIX5 NonAssociatedWithProgression
ENSG00000113504 SLC12A7 o--b
ENSG00000141469 SLC14A1 -+o
ENSG00000147100 SLC16A2 o++a
ENSG00000108932 SLC16A6 o++b
ENSG00000092096 SLC22A17 ---
ENSG00000115840 SLC25A12 o++a
ENSG00000125648 SLC25A23 ---
ENSG00000117394 SLC2A1 o--b
ENSG00000111371 SLC38A1 +-o
ENSG00000165915 SLC39A13 ---
ENSG00000112473 SLC39A7 o-o
ENSG00000133065 SLC41A1 --o
ENSG00000164889 SLC4A2 -o-
ENSG00000109062 SLC9A3R1 o--a
ENSG00000174640 SLCO2A1 +o+
ENSG00000080503 SMARCA2 NonAssociatedWithProgression
ENSG00000127616 SMARCA4 o--b
ENSG00000173473 SMARCC1 o--a
ENSG00000082014 SMARCD3 +oo
ENSG00000119953 SMNDC1 +oo
ENSG00000103056 SMPD3 o--b
ENSG00000163788 SNRK o-o
ENSG00000131876 SNRPA1 o--b
ENSG00000147164 SNX12 o--b
ENSG00000185338 SOCS1 o--a
ENSG00000159140 SON NonAssociatedWithProgression
ENSG00000124766 SOX4 +oo
ENSG00000185591 SP1 o--a
ENSG00000172845 SP3 NonAssociatedWithProgression
ENSG00000105866 SP4 NonAssociatedWithProgression
ENSG00000008294 SPAG9 oo-
ENSG00000198369 SPRED2 o--a
ENSG00000187678 SPRY4 +-o
ENSG00000160460 SPTBN4 NonAssociatedWithProgression
ENSG00000112658 SRF o+-
ENSG00000133226 SRRM1 o--b
ENSG00000167978 SRRM2 o--a
ENSG00000145687 SSBP2 +oo
ENSG00000157216 SSBP3 o--a
ENSG00000124783 SSR1 -+o
ENSG00000004866 ST7 NonAssociatedWithProgression
ENSG00000185482 STAC3 NonAssociatedWithProgression
ENSG00000118007 STAG1 NonAssociatedWithProgression
ENSG00000101972 STAG2 o--b
ENSG00000168610 STAT3 o--b
ENSG00000166888 STAT6 o--b
ENSG00000168439 STIP1 o--b
ENSG00000104375 STK3 oo+
ENSG00000090372 STRN4 o--b
ENSG00000135604 STX11 o++b
ENSG00000124222 STX16 o--a
ENSG00000107882 SUFU o--b
ENSG00000116030 SUMO1 NonAssociatedWithProgression
ENSG00000092201 SUPT16H o--a
ENSG00000196284 SUPT3H ---
ENSG00000101945 SUV39H1 o--a
ENSG00000135316 SYNCRIP o--b
ENSG00000131018 SYNE1 o++b
ENSG00000054654 SYNE2 o--b
ENSG00000159082 SYNJ1 NonAssociatedWithProgression
ENSG00000132718 SYT11 NonAssociatedWithProgression
ENSG00000138162 TACC2 o++b
ENSG00000147133 TAF1 NonAssociatedWithProgression
ENSG00000166337 TAF10 o--a
ENSG00000172660 TAF15 o--b
ENSG00000085231 TAF9 o+o
ENSG00000132405 TBC1D14 o++a
ENSG00000124659 TBCC o--a
ENSG00000154582 TCEB1 NonAssociatedWithProgression
ENSG00000140262 TCF12 o--a
ENSG00000148737 TCF7L2 NonAssociatedWithProgression
ENSG00000145022 TCTA o--a
ENSG00000132604 TERF2 o--a
ENSG00000087510 TFAP2C o--a
ENSG00000090447 TFAP4 o--b
ENSG00000162851 TFB2M NonAssociatedWithProgression
ENSG00000114126 TFDP2 o--b
ENSG00000068323 TFE3 o--a
ENSG00000118707 TGIF2 ---
ENSG00000185875 THNSL1 o++b
ENSG00000126351 THRA --o
ENSG00000054118 THRAP3 o--a
ENSG00000151923 TIAL1 o+o
ENSG00000140332 TLE3 ---
ENSG00000198586 TLK1 NonAssociatedWithProgression
ENSG00000241697 TMEFF1 o+o
ENSG00000185973 TMLHE -oo
ENSG00000006327 TNFRSF12A NonAssociatedWithProgression
ENSG00000067182 TNFRSF1A NonAssociatedWithProgression
ENSG00000083312 TNPO1 oo-
ENSG00000105576 TNPO2 o--a
ENSG00000064419 TNPO3 NonAssociatedWithProgression
ENSG00000141232 TOB1 NonAssociatedWithProgression
ENSG00000163781 TOPBP1 o+o
ENSG00000141510 TP53 o--a
ENSG00000175274 TP53I11 ---
ENSG00000111669 TPI1 o-o
ENSG00000198467 TPM2 ---
ENSG00000143549 TPM3 oo-
ENSG00000133112 TPT1 oo-
ENSG00000054116 TRAPPC3 o++a
ENSG00000124496 TRERF1 --o
ENSG00000213689 TREX1 o--b
ENSG00000173334 TRIB1 o--b
ENSG00000071575 TRIB2 NonAssociatedWithProgression
ENSG00000121060 TRIM25 NonAssociatedWithProgression
ENSG00000197323 TRIM33 NonAssociatedWithProgression
ENSG00000146063 TRIM41 +-o
ENSG00000163462 TRIM46 -oo
ENSG00000125733 TRIP10 NonAssociatedWithProgression
ENSG00000135451 TROAP +-o
ENSG00000196367 TRRAP o-o
ENSG00000165699 TSC1 NonAssociatedWithProgression
ENSG00000165409 TSHR -o-
ENSG00000104833 TUBB4 ---
ENSG00000165006 UBAP1 o-o
ENSG00000119048 UBE2B o+-
ENSG00000109332 UBE2D3 NonAssociatedWithProgression
ENSG00000186591 UBE2H NonAssociatedWithProgression
ENSG00000185651 UBE2L3 o--b
ENSG00000177889 UBE2N o--a
ENSG00000107341 UBE2R2 -o-
ENSG00000130939 UBE4B o+o
ENSG00000135018 UBQLN1 o--a
ENSG00000108312 UBTF o--a
ENSG00000116750 UCHL5 -+o
ENSG00000169764 UGP2 o--a
ENSG00000177169 ULK1 o--b
ENSG00000109103 UNC119 --o
ENSG00000151461 UPF2 NonAssociatedWithProgression
ENSG00000111667 USP5 ---
ENSG00000247746 USP51 -o-
ENSG00000111962 UST NonAssociatedWithProgression
ENSG00000117533 VAMP4 o+-
ENSG00000118640 VAMP8 NonAssociatedWithProgression
ENSG00000173218 VANGL1 o--a
ENSG00000108828 VAT1 o--b
ENSG00000035403 VCL o++a
ENSG00000173511 VEGFB o--b
ENSG00000128564 VGF NonAssociatedWithProgression
ENSG00000144560 VGLL4 o--a
ENSG00000026025 VIM o--b
ENSG00000129003 VPS13C NonAssociatedWithProgression
ENSG00000095787 WAC -o-
ENSG00000112290 WASF1 NonAssociatedWithProgression
ENSG00000239779 WBP1 o--a
ENSG00000120688 WBP4 +o+
ENSG00000138442 WDR12 o++b
ENSG00000101940 WDR13 o--b
ENSG00000108379 WNT3 o+o
ENSG00000165392 WRN +oo
ENSG00000184937 WT1 ---
ENSG00000198373 WWP2 +-o
ENSG00000082898 XPO1 o-o
ENSG00000143324 XPR1 -+o
ENSG00000088930 XRN2 NonAssociatedWithProgression
ENSG00000015532 XYLT2 --o
ENSG00000134684 YARS o--b
ENSG00000185728 YTHDF3 o--b
ENSG00000166913 YWHAB o--b
ENSG00000108953 YWHAE NonAssociatedWithProgression
ENSG00000170027 YWHAG o+-
ENSG00000134308 YWHAQ o+-
ENSG00000164924 YWHAZ o--b
ENSG00000205189 ZBTB10 NonAssociatedWithProgression
ENSG00000171448 ZBTB26 o++a
ENSG00000174282 ZBTB4 o-+
ENSG00000213588 ZBTB9 o--a
ENSG00000147905 ZCCHC7 o--b
ENSG00000078487 ZCWPW1 -oo
ENSG00000175048 ZDHHC14 ---
ENSG00000102383 ZDHHC15 NonAssociatedWithProgression
ENSG00000156599 ZDHHC5 o--b
ENSG00000185650 ZFP36L1 o-o
ENSG00000005889 ZFX o--b
ENSG00000067646 ZFY NonAssociatedWithProgression
ENSG00000165861 ZFYVE1 NonAssociatedWithProgression
ENSG00000043355 ZIC2 +-o
ENSG00000166478 ZNF143 o+o
ENSG00000172466 ZNF24 o--b
ENSG00000006194 ZNF263 o--a
ENSG00000198839 ZNF277 o+-
ENSG00000169740 ZNF32 o--a
ENSG00000131061 ZNF341 o-+
ENSG00000126746 ZNF384 o+o
ENSG00000186918 ZNF395 o--a
ENSG00000125945 ZNF436 +o+
ENSG00000148143 ZNF462 NonAssociatedWithProgression
ENSG00000198298 ZNF485 +oo
ENSG00000162714 ZNF496 o--b
ENSG00000165655 ZNF503 -+o
ENSG00000218891 ZNF579 o-o
ENSG00000213015 ZNF580 o--a
ENSG00000066379 ZNRD1 NonAssociatedWithProgression
ENSG00000186187 ZNRF1 o-o
ENSG00000036549 ZZZ3 o+-