PEACHi
GeneSet PROTEIN_METABOLIC_PROCESS (GO_-_Biological_Process.gmt.txt) is enriched in the following clusters
Cluster log(P) Qvalue Observed in Background Observed in Cluster Expected in Cluster
o--a -3.1 0.0415 573.0 107.0 81.39
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
ENSG00000090861 AARS ---
ENSG00000204574 ABCF1 o--b
ENSG00000160179 ABCG1 --o
ENSG00000136754 ABI1 NonAssociatedWithProgression
ENSG00000138443 ABI2 o-o
ENSG00000097007 ABL1 o--a
ENSG00000143322 ABL2 NonAssociatedWithProgression
ENSG00000137845 ADAM10 NonAssociatedWithProgression
ENSG00000130706 ADRM1 oo-
ENSG00000038002 AGA o+o
ENSG00000100591 AHSA1 NonAssociatedWithProgression
ENSG00000110711 AIP o--a
ENSG00000142208 AKT1 ---
ENSG00000105221 AKT2 o--a
ENSG00000117020 AKT3 o++b
ENSG00000166971 AKTIP NonAssociatedWithProgression
ENSG00000112294 ALDH5A1 o++b
ENSG00000119523 ALG2 NonAssociatedWithProgression
ENSG00000120697 ALG5 o-o
ENSG00000088035 ALG6 NonAssociatedWithProgression
ENSG00000159063 ALG8 o--a
ENSG00000159461 AMFR o-o
ENSG00000164162 ANAPC10 o++b
ENSG00000141552 ANAPC11 NonAssociatedWithProgression
ENSG00000176248 ANAPC2 NonAssociatedWithProgression
ENSG00000053900 ANAPC4 NonAssociatedWithProgression
ENSG00000089053 ANAPC5 o++a
ENSG00000214274 ANG o++b
ENSG00000011426 ANLN NonAssociatedWithProgression
ENSG00000135046 ANXA1 o+-
ENSG00000166313 APBB1 o-o
ENSG00000134982 APC NonAssociatedWithProgression
ENSG00000117362 APH1A o--a
ENSG00000138613 APH1B o++b
ENSG00000137074 APTX NonAssociatedWithProgression
ENSG00000078061 ARAF o--a
ENSG00000165527 ARF6 NonAssociatedWithProgression
ENSG00000116584 ARHGEF2 o--b
ENSG00000166233 ARIH1 o--a
ENSG00000213465 ARL2 o--a
ENSG00000118217 ATF6 o--a
ENSG00000145782 ATG12 o+-
ENSG00000144848 ATG3 o-o
ENSG00000101844 ATG4A o++a
ENSG00000168397 ATG4B o--b
ENSG00000125703 ATG4C o++b
ENSG00000130734 ATG4D o--b
ENSG00000197548 ATG7 ---
ENSG00000182220 ATP6AP2 -+o
ENSG00000130770 ATPIF1 o++a
ENSG00000087586 AURKA +-o
ENSG00000175756 AURKAIP1 ---
ENSG00000027847 B4GALT7 o--a
ENSG00000112208 BAG2 NonAssociatedWithProgression
ENSG00000156735 BAG4 ---
ENSG00000166170 BAG5 NonAssociatedWithProgression
ENSG00000142867 BCL10 o+o
ENSG00000069399 BCL3 NonAssociatedWithProgression
ENSG00000074582 BCS1L o-o
ENSG00000108578 BLMH NonAssociatedWithProgression
ENSG00000125378 BMP4 +-o
ENSG00000107779 BMPR1A o++b
ENSG00000157764 BRAF oo-
ENSG00000012048 BRCA1 NonAssociatedWithProgression
ENSG00000166167 BTRC --o
ENSG00000166278 C2 NonAssociatedWithProgression
ENSG00000152495 CAMK4 +-o
ENSG00000110931 CAMKK2 NonAssociatedWithProgression
ENSG00000111530 CAND1 NonAssociatedWithProgression
ENSG00000116489 CAPZA1 NonAssociatedWithProgression
ENSG00000198898 CAPZA2 -o-
ENSG00000106144 CASP2 o--a
ENSG00000164305 CASP3 o++b
ENSG00000196954 CASP4 o++a
ENSG00000138794 CASP6 o++b
ENSG00000165806 CASP7 o-o
ENSG00000064012 CASP8 +-o
ENSG00000110395 CBL o--b
ENSG00000115355 CCDC88A +o+
ENSG00000015133 CCDC88C o--b
ENSG00000112576 CCND3 o--b
ENSG00000163468 CCT3 NonAssociatedWithProgression
ENSG00000115484 CCT4 o--a
ENSG00000146731 CCT6A NonAssociatedWithProgression
ENSG00000135624 CCT7 ---
ENSG00000178562 CD28 o+o
ENSG00000198087 CD2AP NonAssociatedWithProgression
ENSG00000198851 CD3E o--a
ENSG00000110651 CD81 o--b
ENSG00000010278 CD9 o-o
ENSG00000094880 CDC23 NonAssociatedWithProgression
ENSG00000070831 CDC42 +oo
ENSG00000143776 CDC42BPA NonAssociatedWithProgression
ENSG00000111328 CDK2AP1 --o
ENSG00000168564 CDKN2AIP NonAssociatedWithProgression
ENSG00000151849 CENPJ o+o
ENSG00000197766 CFD ---
ENSG00000167670 CHAF1A o--b
ENSG00000159259 CHAF1B o-o
ENSG00000188419 CHM o++b
ENSG00000171310 CHST11 NonAssociatedWithProgression
ENSG00000169105 CHST14 o--b
ENSG00000147119 CHST7 NonAssociatedWithProgression
ENSG00000213341 CHUK NonAssociatedWithProgression
ENSG00000074054 CLASP1 NonAssociatedWithProgression
ENSG00000188603 CLN3 o++b
ENSG00000128973 CLN6 ---
ENSG00000166855 CLPX NonAssociatedWithProgression
ENSG00000135775 COG2 o--a
ENSG00000136152 COG3 NonAssociatedWithProgression
ENSG00000113163 COL4A3BP -oo
ENSG00000121022 COPS5 NonAssociatedWithProgression
ENSG00000006695 COX10 ---
ENSG00000166260 COX11 NonAssociatedWithProgression
ENSG00000014919 COX15 NonAssociatedWithProgression
ENSG00000163626 COX18 o--b
ENSG00000005339 CREBBP NonAssociatedWithProgression
ENSG00000103653 CSK o--b
ENSG00000113712 CSNK1A1 o+o
ENSG00000141551 CSNK1D o--a
ENSG00000213923 CSNK1E o--b
ENSG00000133275 CSNK1G2 ---
ENSG00000151292 CSNK1G3 o++b
ENSG00000101266 CSNK2A1 o--a
ENSG00000159692 CTBP1 NonAssociatedWithProgression
ENSG00000060069 CTDP1 ---
ENSG00000164733 CTSB --o
ENSG00000174080 CTSF o-+
ENSG00000143387 CTSK oo+
ENSG00000180902 D2HGDH NonAssociatedWithProgression
ENSG00000173402 DAG1 o--a
ENSG00000196730 DAPK1 o++a
ENSG00000115866 DARS NonAssociatedWithProgression
ENSG00000134574 DDB2 o--a
ENSG00000136986 DERL1 NonAssociatedWithProgression
ENSG00000072849 DERL2 o-o
ENSG00000077044 DGKD NonAssociatedWithProgression
ENSG00000095059 DHPS o-o
ENSG00000132535 DLG4 ---
ENSG00000104936 DMPK ---
ENSG00000086061 DNAJA1 ---
ENSG00000103423 DNAJA3 NonAssociatedWithProgression
ENSG00000135924 DNAJB2 ---
ENSG00000105993 DNAJB6 o+-
ENSG00000136770 DNAJC1 NonAssociatedWithProgression
ENSG00000168259 DNAJC7 ---
ENSG00000167130 DOLPP1 NonAssociatedWithProgression
ENSG00000108963 DPH1 NonAssociatedWithProgression
ENSG00000154813 DPH3 o+o
ENSG00000000419 DPM1 o+-
ENSG00000136908 DPM2 o--a
ENSG00000179085 DPM3 o-o
ENSG00000096696 DSP NonAssociatedWithProgression
ENSG00000143507 DUSP10 NonAssociatedWithProgression
ENSG00000081721 DUSP12 NonAssociatedWithProgression
ENSG00000158050 DUSP2 o--b
ENSG00000112679 DUSP22 -o-
ENSG00000108861 DUSP3 o-+
ENSG00000120875 DUSP4 ---
ENSG00000138166 DUSP5 +-o
ENSG00000139318 DUSP6 NonAssociatedWithProgression
ENSG00000184545 DUSP8 ---
ENSG00000130829 DUSP9 NonAssociatedWithProgression
ENSG00000157540 DYRK1A NonAssociatedWithProgression
ENSG00000127334 DYRK2 o--b
ENSG00000198919 DZIP3 o++a
ENSG00000145194 ECE2 ---
ENSG00000134109 EDEM1 o--b
ENSG00000156508 EEF1A1 o--a
ENSG00000103319 EEF2K o++a
ENSG00000171570 EGLN2 NonAssociatedWithProgression
ENSG00000181090 EHMT1 NonAssociatedWithProgression
ENSG00000173812 EIF1 +-o
ENSG00000173674 EIF1AX ---
ENSG00000114784 EIF1B NonAssociatedWithProgression
ENSG00000144895 EIF2A o+-
ENSG00000086232 EIF2AK1 NonAssociatedWithProgression
ENSG00000172071 EIF2AK3 NonAssociatedWithProgression
ENSG00000128829 EIF2AK4 o++b
ENSG00000111361 EIF2B1 -+o
ENSG00000119718 EIF2B2 o--a
ENSG00000070785 EIF2B3 NonAssociatedWithProgression
ENSG00000115211 EIF2B4 o-o
ENSG00000145191 EIF2B5 ---
ENSG00000092847 EIF2C1 -+o
ENSG00000130741 EIF2S3 o--a
ENSG00000107581 EIF3A NonAssociatedWithProgression
ENSG00000106263 EIF3B o--a
ENSG00000184110 EIF3C o--b
ENSG00000100353 EIF3D o--a
ENSG00000104408 EIF3E +-o
ENSG00000130811 EIF3G ---
ENSG00000147677 EIF3H o+o
ENSG00000084623 EIF3I -o-
ENSG00000104131 EIF3J oo-
ENSG00000156976 EIF4A2 o+o
ENSG00000141543 EIF4A3 NonAssociatedWithProgression
ENSG00000063046 EIF4B o--a
ENSG00000110321 EIF4G2 o+-
ENSG00000075151 EIF4G3 NonAssociatedWithProgression
ENSG00000106682 EIF4H NonAssociatedWithProgression
ENSG00000100664 EIF5 o--b
ENSG00000132507 EIF5A o--a
ENSG00000100393 EP300 o++b
ENSG00000112425 EPM2A +oo
ENSG00000136628 EPRS o--b
ENSG00000164307 ERAP1 oo+
ENSG00000082805 ERC1 o--a
ENSG00000049167 ERCC8 -+o
ENSG00000197930 ERO1L ---
ENSG00000089248 ERP29 o-o
ENSG00000120705 ETF1 o--a
ENSG00000185104 FAF1 o--a
ENSG00000187741 FANCA -o-
ENSG00000158169 FANCC o-o
ENSG00000145982 FARS2 ---
ENSG00000026103 FAS NonAssociatedWithProgression
ENSG00000164896 FASTK o--a
ENSG00000138081 FBXO11 +o+
ENSG00000167196 FBXO22 NonAssociatedWithProgression
ENSG00000110429 FBXO3 o+o
ENSG00000100225 FBXO7 o-o
ENSG00000119402 FBXW2 +-o
ENSG00000109670 FBXW7 o+-
ENSG00000182511 FES NonAssociatedWithProgression
ENSG00000000938 FGR o--b
ENSG00000004478 FKBP4 ---
ENSG00000096060 FKBP5 o--b
ENSG00000168522 FNTA o-o
ENSG00000125954 FNTB oo+
ENSG00000140564 FURIN o++a
ENSG00000172728 FUT10 o++a
ENSG00000196371 FUT4 NonAssociatedWithProgression
ENSG00000033170 FUT8 -+o
ENSG00000082074 FYB o--a
ENSG00000128683 GAD1 -+o
ENSG00000141429 GALNT1 NonAssociatedWithProgression
ENSG00000143641 GALNT2 o--a
ENSG00000109586 GALNT7 o--b
ENSG00000082516 GEMIN5 NonAssociatedWithProgression
ENSG00000115486 GGCX o+o
ENSG00000182963 GJC1 +o+
ENSG00000138604 GLCE o++a
ENSG00000023572 GLRX2 -+o
ENSG00000197045 GMFB +-o
ENSG00000130755 GMFG NonAssociatedWithProgression
ENSG00000047932 GOPC NonAssociatedWithProgression
ENSG00000082701 GSK3B -o-
ENSG00000107937 GTPBP4 o--b
ENSG00000128708 HAT1 NonAssociatedWithProgression
ENSG00000112339 HBS1L NonAssociatedWithProgression
ENSG00000172534 HCFC1 o--b
ENSG00000180353 HCLS1 o--a
ENSG00000100429 HDAC10 o--b
ENSG00000163517 HDAC11 -oo
ENSG00000094631 HDAC6 o--a
ENSG00000185359 HGS o--b
ENSG00000110422 HIPK3 NonAssociatedWithProgression
ENSG00000137309 HMGA1 o--b
ENSG00000165704 HPRT1 NonAssociatedWithProgression
ENSG00000100099 HPS4 NonAssociatedWithProgression
ENSG00000132541 HRSP12 o++a
ENSG00000125430 HS3ST3B1 +o+
ENSG00000136720 HS6ST1 ---
ENSG00000080824 HSP90AA1 NonAssociatedWithProgression
ENSG00000164070 HSPA4L -oo
ENSG00000106211 HSPB1 o--b
ENSG00000133265 HSPBP1 o--a
ENSG00000115541 HSPE1 o+-
ENSG00000115317 HTRA2 o--a
ENSG00000086758 HUWE1 o-o
ENSG00000112144 ICK o+o
ENSG00000116237 ICMT o--b
ENSG00000119912 IDE -+o
ENSG00000140443 IGF1R o++b
ENSG00000073792 IGF2BP2 -oo
ENSG00000070061 IKBKAP NonAssociatedWithProgression
ENSG00000143466 IKBKE ---
ENSG00000196083 IL1RAP o+o
ENSG00000113520 IL4 NonAssociatedWithProgression
ENSG00000166333 ILK NonAssociatedWithProgression
ENSG00000111653 ING4 o+-
ENSG00000168395 ING5 NonAssociatedWithProgression
ENSG00000171105 INSR +o+
ENSG00000184216 IRAK1 o--a
ENSG00000187608 ISG15 o-+
ENSG00000063241 ISOC2 o--b
ENSG00000160255 ITGB2 o--a
ENSG00000096968 JAK2 o++a
ENSG00000065427 KARS o-o
ENSG00000140854 KATNB1 o--b
ENSG00000136813 KIAA0368 o+-
ENSG00000075945 KIFAP3 NonAssociatedWithProgression
ENSG00000102753 KPNA3 NonAssociatedWithProgression
ENSG00000087299 L2HGDH o++b
ENSG00000150457 LATS2 o++a
ENSG00000182866 LCK o-o
ENSG00000205629 LCMT1 --o
ENSG00000050405 LIMA1 -+o
ENSG00000107798 LIPA NonAssociatedWithProgression
ENSG00000144182 LIPT1 o++b
ENSG00000131899 LLGL1 o--a
ENSG00000074695 LMAN1 o-o
ENSG00000164715 LMTK2 NonAssociatedWithProgression
ENSG00000113441 LNPEP o++b
ENSG00000110031 LPXN -+o
ENSG00000163956 LRPAP1 ---
ENSG00000227507 LTB -o-
ENSG00000102158 MAGT1 o-+
ENSG00000172175 MALT1 +o+
ENSG00000198162 MAN1A2 o+o
ENSG00000104774 MAN2B1 o--a
ENSG00000130758 MAP3K10 o--a
ENSG00000173327 MAP3K11 ---
ENSG00000073803 MAP3K13 o++a
ENSG00000169967 MAP3K2 +o+
ENSG00000198909 MAP3K3 o-+
ENSG00000107968 MAP3K8 o++a
ENSG00000104814 MAP4K1 NonAssociatedWithProgression
ENSG00000168067 MAP4K2 ---
ENSG00000071054 MAP4K4 +-o
ENSG00000012983 MAP4K5 +o+
ENSG00000102882 MAPK3 o--b
ENSG00000069956 MAPK6 o+-
ENSG00000107643 MAPK8 o+o
ENSG00000008735 MAPK8IP2 o--a
ENSG00000162889 MAPKAPK2 o--a
ENSG00000101367 MAPRE1 o--b
ENSG00000186868 MAPT o++a
ENSG00000072518 MARK2 ---
ENSG00000007047 MARK4 ---
ENSG00000152428 MARS2 NonAssociatedWithProgression
ENSG00000086015 MAST2 o--a
ENSG00000103495 MAZ o--a
ENSG00000140943 MBTPS1 o++a
ENSG00000187778 MCRS1 o--b
ENSG00000135679 MDM2 -o-
ENSG00000198625 MDM4 o-o
ENSG00000164024 METAP1 o--b
ENSG00000111142 METAP2 NonAssociatedWithProgression
ENSG00000183496 MEX3B NonAssociatedWithProgression
ENSG00000071073 MGAT4A NonAssociatedWithProgression
ENSG00000161013 MGAT4B ---
ENSG00000198408 MGEA5 o++b
ENSG00000141503 MINK1 o--b
ENSG00000027001 MIPEP -oo
ENSG00000167842 MIS12 o+o
ENSG00000125863 MKKS NonAssociatedWithProgression
ENSG00000079277 MKNK1 oo+
ENSG00000099875 MKNK2 o--b
ENSG00000118058 MLL o--a
ENSG00000102996 MMP15 ---
ENSG00000173542 MOBKL1A NonAssociatedWithProgression
ENSG00000129255 MPDU1 o--b
ENSG00000159111 MRPL10 o--a
ENSG00000214026 MRPL23 ---
ENSG00000114686 MRPL3 NonAssociatedWithProgression
ENSG00000182154 MRPL41 ---
ENSG00000111639 MRPL51 NonAssociatedWithProgression
ENSG00000172590 MRPL52 oo+
ENSG00000162910 MRPL55 o--a
ENSG00000062582 MRPS24 o--a
ENSG00000125445 MRPS7 o--b
ENSG00000148450 MSRB2 o--a
ENSG00000174099 MSRB3 o+o
ENSG00000127989 MTERF o--a
ENSG00000085760 MTIF2 -+o
ENSG00000122033 MTIF3 o+-
ENSG00000100330 MTMR3 NonAssociatedWithProgression
ENSG00000120662 MTRF1 o++b
ENSG00000176945 MUC20 oo+
ENSG00000100345 MYH9 -o-
ENSG00000007944 MYLIP ---
ENSG00000103510 MYST1 o--b
ENSG00000083168 MYST3 +-o
ENSG00000156650 MYST4 NonAssociatedWithProgression
ENSG00000196531 NACA NonAssociatedWithProgression
ENSG00000159593 NAE1 o+o
ENSG00000103174 NAGPA NonAssociatedWithProgression
ENSG00000158092 NCK1 o+-
ENSG00000071051 NCK2 o--b
ENSG00000162736 NCSTN o--b
ENSG00000070614 NDST1 NonAssociatedWithProgression
ENSG00000186010 NDUFA13 o-o
ENSG00000164258 NDUFS4 NonAssociatedWithProgression
ENSG00000168653 NDUFS5 o--a
ENSG00000115286 NDUFS7 ---
ENSG00000110717 NDUFS8 o--a
ENSG00000125967 NECAB3 ---
ENSG00000114904 NEK4 -+o
ENSG00000186575 NF2 o--b
ENSG00000244005 NFS1 NonAssociatedWithProgression
ENSG00000066136 NFYC NonAssociatedWithProgression
ENSG00000151092 NGLY1 o+o
ENSG00000136448 NMT1 o--b
ENSG00000152465 NMT2 NonAssociatedWithProgression
ENSG00000106100 NOD1 o-+
ENSG00000182446 NPLOC4 o--a
ENSG00000165671 NSD1 NonAssociatedWithProgression
ENSG00000103274 NUBP1 o--b
ENSG00000155561 NUP205 -o-
ENSG00000147162 OGT o-o
ENSG00000155463 OXA1L +o+
ENSG00000172939 OXSR1 NonAssociatedWithProgression
ENSG00000185624 P4HB o--a
ENSG00000090621 PABPC4 o--a
ENSG00000172239 PAIP1 o--b
ENSG00000120727 PAIP2 NonAssociatedWithProgression
ENSG00000149269 PAK1 oo+
ENSG00000180370 PAK2 ---
ENSG00000145730 PAM oo+
ENSG00000148498 PARD3 NonAssociatedWithProgression
ENSG00000124171 PARD6B -+o
ENSG00000143799 PARP1 o--b
ENSG00000129484 PARP2 o--a
ENSG00000041880 PARP3 o++a
ENSG00000102699 PARP4 o+o
ENSG00000120265 PCMT1 o++b
ENSG00000081154 PCNP NonAssociatedWithProgression
ENSG00000099139 PCSK5 o++a
ENSG00000065485 PDIA5 NonAssociatedWithProgression
ENSG00000143870 PDIA6 o-o
ENSG00000140992 PDPK1 -o-
ENSG00000124299 PEPD o--b
ENSG00000059691 PET112L -o-
ENSG00000162928 PEX13 o+o
ENSG00000142655 PEX14 o++b
ENSG00000101132 PFDN4 NonAssociatedWithProgression
ENSG00000164219 PGGT1B o++b
ENSG00000167085 PHB NonAssociatedWithProgression
ENSG00000044446 PHKA2 o--a
ENSG00000073921 PICALM +o+
ENSG00000100151 PICK1 ---
ENSG00000165195 PIGA NonAssociatedWithProgression
ENSG00000069943 PIGB o++b
ENSG00000135845 PIGC oo+
ENSG00000151665 PIGF -+o
ENSG00000174227 PIGG o++b
ENSG00000100564 PIGH NonAssociatedWithProgression
ENSG00000142892 PIGK -+o
ENSG00000165282 PIGO ---
ENSG00000087111 PIGS o-o
ENSG00000124155 PIGT o--b
ENSG00000101464 PIGU o--a
ENSG00000060642 PIGV NonAssociatedWithProgression
ENSG00000145337 PIGY o+-
ENSG00000119227 PIGZ oo+
ENSG00000137193 PIM1 o--b
ENSG00000102096 PIM2 NonAssociatedWithProgression
ENSG00000102309 PIN4 -+o
ENSG00000107959 PITRM1 NonAssociatedWithProgression
ENSG00000123143 PKN1 ---
ENSG00000065243 PKN2 o--b
ENSG00000160447 PKN3 o-o
ENSG00000122861 PLAU +o+
ENSG00000142731 PLK4 o+-
ENSG00000106397 PLOD3 o--a
ENSG00000140464 PML o-o
ENSG00000165688 PMPCA o--a
ENSG00000163344 PMVK o--a
ENSG00000101346 POFUT1 -oo
ENSG00000085998 POMGNT1 o-o
ENSG00000130714 POMT1 o++b
ENSG00000086717 PPEF1 +o+
ENSG00000196262 PPIA NonAssociatedWithProgression
ENSG00000171960 PPIH o-o
ENSG00000138032 PPM1B o-o
ENSG00000115241 PPM1G o--a
ENSG00000164088 PPM1M ---
ENSG00000214517 PPME1 o--b
ENSG00000172531 PPP1CA o--a
ENSG00000113575 PPP2CA o--b
ENSG00000104695 PPP2CB +o+
ENSG00000105568 PPP2R1A o--b
ENSG00000221914 PPP2R2A o--b
ENSG00000167393 PPP2R3B o--a
ENSG00000119383 PPP2R4 ---
ENSG00000078304 PPP2R5C NonAssociatedWithProgression
ENSG00000163605 PPP4R2 o-o
ENSG00000011485 PPP5C o--a
ENSG00000119414 PPP6C o--b
ENSG00000131238 PPT1 +-o
ENSG00000123131 PRDX4 o--a
ENSG00000085377 PREP o+-
ENSG00000132356 PRKAA1 -o-
ENSG00000162409 PRKAA2 o++a
ENSG00000142875 PRKACB o--b
ENSG00000181929 PRKAG1 ---
ENSG00000163932 PRKCD NonAssociatedWithProgression
ENSG00000027075 PRKCH oo+
ENSG00000163558 PRKCI -+o
ENSG00000067606 PRKCZ ---
ENSG00000115825 PRKD3 o++a
ENSG00000253729 PRKDC o--b
ENSG00000183943 PRKX o--b
ENSG00000126457 PRMT1 o--b
ENSG00000160310 PRMT2 -+o
ENSG00000100462 PRMT5 o--a
ENSG00000132600 PRMT7 o--a
ENSG00000112739 PRPF4B o+o
ENSG00000080815 PSEN1 o-o
ENSG00000205155 PSENEN NonAssociatedWithProgression
ENSG00000013275 PSMC4 NonAssociatedWithProgression
ENSG00000087191 PSMC5 -+o
ENSG00000115233 PSMD14 o+o
ENSG00000185920 PTCH1 o++b
ENSG00000117425 PTCH2 -+o
ENSG00000171862 PTEN NonAssociatedWithProgression
ENSG00000120899 PTK2B NonAssociatedWithProgression
ENSG00000165996 PTPLA +o+
ENSG00000127947 PTPN12 +oo
ENSG00000175354 PTPN2 NonAssociatedWithProgression
ENSG00000134242 PTPN22 o++b
ENSG00000070159 PTPN3 NonAssociatedWithProgression
ENSG00000088179 PTPN4 o++b
ENSG00000143851 PTPN7 o--b
ENSG00000081237 PTPRC o+o
ENSG00000153707 PTPRD NonAssociatedWithProgression
ENSG00000132334 PTPRE +oo
ENSG00000173482 PTPRM NonAssociatedWithProgression
ENSG00000155093 PTPRN2 -+o
ENSG00000168297 PXK o+o
ENSG00000116260 QSOX1 o-+
ENSG00000100949 RABGGTA ---
ENSG00000136238 RAC1 NonAssociatedWithProgression
ENSG00000051180 RAD51 NonAssociatedWithProgression
ENSG00000132155 RAF1 NonAssociatedWithProgression
ENSG00000010017 RANBP9 +o+
ENSG00000113643 RARS NonAssociatedWithProgression
ENSG00000145715 RASA1 NonAssociatedWithProgression
ENSG00000239306 RBM14 o--a
ENSG00000173653 RCE1 o--b
ENSG00000183421 RIPK4 o--b
ENSG00000123091 RNF11 o++b
ENSG00000170881 RNF139 o--b
ENSG00000013561 RNF14 NonAssociatedWithProgression
ENSG00000137393 RNF144B o++b
ENSG00000067900 ROCK1 o+o
ENSG00000134318 ROCK2 +o+
ENSG00000102218 RP2 o-o
ENSG00000142676 RPL11 o--b
ENSG00000167526 RPL13 o--b
ENSG00000188846 RPL14 o--a
ENSG00000174748 RPL15 o--a
ENSG00000105640 RPL18A o-o
ENSG00000108298 RPL19 o-o
ENSG00000122026 RPL21 o--a
ENSG00000116251 RPL22 +-o
ENSG00000198242 RPL23A o--a
ENSG00000114391 RPL24 o--b
ENSG00000161970 RPL26 o-o
ENSG00000166441 RPL27A o--a
ENSG00000108107 RPL28 o--b
ENSG00000162244 RPL29 o--a
ENSG00000100316 RPL3 -o-
ENSG00000156482 RPL30 o++b
ENSG00000071082 RPL31 o-+
ENSG00000109475 RPL34 NonAssociatedWithProgression
ENSG00000136942 RPL35 o--b
ENSG00000145592 RPL37 NonAssociatedWithProgression
ENSG00000198918 RPL39 o-+
ENSG00000174444 RPL4 o--b
ENSG00000122406 RPL5 NonAssociatedWithProgression
ENSG00000089009 RPL6 o--b
ENSG00000147604 RPL7 NonAssociatedWithProgression
ENSG00000148303 RPL7A -o-
ENSG00000161016 RPL8 ---
ENSG00000163682 RPL9 NonAssociatedWithProgression
ENSG00000163902 RPN1 o-o
ENSG00000118705 RPN2 o--a
ENSG00000124614 RPS10 NonAssociatedWithProgression
ENSG00000142534 RPS11 o--a
ENSG00000112306 RPS12 o--a
ENSG00000105372 RPS19 -o-
ENSG00000140988 RPS2 o--a
ENSG00000177954 RPS27 o-o
ENSG00000149273 RPS3 o--b
ENSG00000145425 RPS3A o-o
ENSG00000129824 RPS4Y1 o--a
ENSG00000083845 RPS5 o--a
ENSG00000162302 RPS6KA4 o--b
ENSG00000100784 RPS6KA5 NonAssociatedWithProgression
ENSG00000175634 RPS6KB2 -o-
ENSG00000170889 RPS9 o--b
ENSG00000125844 RRBP1 ---
ENSG00000183207 RUVBL2 o--a
ENSG00000142230 SAE1 o-o
ENSG00000100241 SBF1 ---
ENSG00000133028 SCO1 NonAssociatedWithProgression
ENSG00000132581 SDF2 NonAssociatedWithProgression
ENSG00000079387 SENP1 o+-
ENSG00000138468 SENP7 o++b
ENSG00000086475 SEPHS1 o-o
ENSG00000109618 SEPSECS o-o
ENSG00000138758 SEPT11 o++a
ENSG00000122545 SEPT7 NonAssociatedWithProgression
ENSG00000184640 SEPT9 o--b
ENSG00000198736 SEPX1 NonAssociatedWithProgression
ENSG00000120742 SERP1 --o
ENSG00000119335 SET o--b
ENSG00000189091 SF3B3 NonAssociatedWithProgression
ENSG00000118515 SGK1 +-o
ENSG00000185437 SH3BGR o++a
ENSG00000127922 SHFM1 -+o
ENSG00000196470 SIAH1 NonAssociatedWithProgression
ENSG00000181788 SIAH2 o-o
ENSG00000185187 SIGIRR o--b
ENSG00000096717 SIRT1 +-o
ENSG00000068903 SIRT2 --o
ENSG00000142082 SIRT3 +o+
ENSG00000124523 SIRT5 --o
ENSG00000077463 SIRT6 o--b
ENSG00000164414 SLC35A1 NonAssociatedWithProgression
ENSG00000103064 SLC7A6 o--b
ENSG00000155465 SLC7A7 +o+
ENSG00000109062 SLC9A3R1 o--a
ENSG00000065054 SLC9A3R2 -oo
ENSG00000166949 SMAD3 NonAssociatedWithProgression
ENSG00000141646 SMAD4 o--b
ENSG00000073584 SMARCE1 -oo
ENSG00000157106 SMG1 o+o
ENSG00000163788 SNRK o-o
ENSG00000185338 SOCS1 o--a
ENSG00000114902 SPCS1 o-o
ENSG00000197912 SPG7 o-o
ENSG00000197471 SPN o--a
ENSG00000161011 SQSTM1 ---
ENSG00000122862 SRGN NonAssociatedWithProgression
ENSG00000174780 SRP72 o--b
ENSG00000096063 SRPK1 o--a
ENSG00000135250 SRPK2 o-o
ENSG00000141298 SSH2 NonAssociatedWithProgression
ENSG00000100380 ST13 -o-
ENSG00000064225 ST3GAL6 o++a
ENSG00000113532 ST8SIA4 o+o
ENSG00000115415 STAT1 oo+
ENSG00000118046 STK11 o--a
ENSG00000115661 STK16 o-o
ENSG00000164543 STK17A NonAssociatedWithProgression
ENSG00000081320 STK17B NonAssociatedWithProgression
ENSG00000204344 STK19 o-+
ENSG00000104375 STK3 oo+
ENSG00000112079 STK38 o--b
ENSG00000211455 STK38L NonAssociatedWithProgression
ENSG00000101109 STK4 NonAssociatedWithProgression
ENSG00000117632 STMN1 o--b
ENSG00000134910 STT3A NonAssociatedWithProgression
ENSG00000163527 STT3B o--a
ENSG00000103266 STUB1 ---
ENSG00000117758 STX12 NonAssociatedWithProgression
ENSG00000107882 SUFU o--b
ENSG00000116030 SUMO1 NonAssociatedWithProgression
ENSG00000092201 SUPT16H o--a
ENSG00000148290 SURF1 o--a
ENSG00000147133 TAF1 NonAssociatedWithProgression
ENSG00000135090 TAOK3 o+o
ENSG00000231925 TAPBP ---
ENSG00000102125 TAZ o-+
ENSG00000171530 TBCA NonAssociatedWithProgression
ENSG00000124659 TBCC o--a
ENSG00000141556 TBCD o--b
ENSG00000116957 TBCE o--a
ENSG00000154144 TBRG1 o--b
ENSG00000103363 TCEB2 o--a
ENSG00000135605 TEC -+o
ENSG00000070759 TESK2 +o+
ENSG00000105329 TGFB1 o--a
ENSG00000105197 TIMM50 ---
ENSG00000102265 TIMP1 o--a
ENSG00000198586 TLK1 NonAssociatedWithProgression
ENSG00000137076 TLN1 NonAssociatedWithProgression
ENSG00000171914 TLN2 --o
ENSG00000058804 TMEM48 NonAssociatedWithProgression
ENSG00000154620 TMSB4Y o+o
ENSG00000145901 TNIP1 -o-
ENSG00000061938 TNK2 o-o
ENSG00000173273 TNKS o--a
ENSG00000136827 TOR1A NonAssociatedWithProgression
ENSG00000141510 TP53 o--a
ENSG00000172315 TP53RK NonAssociatedWithProgression
ENSG00000166340 TPP1 o--a
ENSG00000134900 TPP2 o+o
ENSG00000169902 TPST1 o++a
ENSG00000128294 TPST2 o--b
ENSG00000127191 TRAF2 o--b
ENSG00000175104 TRAF6 NonAssociatedWithProgression
ENSG00000182606 TRAK1 oo+
ENSG00000163519 TRAT1 NonAssociatedWithProgression
ENSG00000173334 TRIB1 o--b
ENSG00000071575 TRIB2 NonAssociatedWithProgression
ENSG00000113595 TRIM23 o++b
ENSG00000165699 TSC1 NonAssociatedWithProgression
ENSG00000123297 TSFM o+-
ENSG00000074319 TSG101 NonAssociatedWithProgression
ENSG00000214063 TSPAN4 ---
ENSG00000156298 TSPAN7 -+o
ENSG00000113312 TTC1 NonAssociatedWithProgression
ENSG00000116830 TTF2 oo+
ENSG00000178952 TUFM o--a
ENSG00000151239 TWF1 o++b
ENSG00000105397 TYK2 -o-
ENSG00000144744 UBA3 o++b
ENSG00000221983 UBA52 o--a
ENSG00000170315 UBB ---
ENSG00000077721 UBE2A -o-
ENSG00000119048 UBE2B o+-
ENSG00000175063 UBE2C o-o
ENSG00000072401 UBE2D1 NonAssociatedWithProgression
ENSG00000131508 UBE2D2 --o
ENSG00000109332 UBE2D3 NonAssociatedWithProgression
ENSG00000170142 UBE2E1 o--b
ENSG00000182247 UBE2E2 o--a
ENSG00000132388 UBE2G1 +-o
ENSG00000184787 UBE2G2 NonAssociatedWithProgression
ENSG00000186591 UBE2H NonAssociatedWithProgression
ENSG00000103275 UBE2I o--a
ENSG00000078140 UBE2K NonAssociatedWithProgression
ENSG00000185651 UBE2L3 o--b
ENSG00000177889 UBE2N o--a
ENSG00000244687 UBE2V1 oo-
ENSG00000169139 UBE2V2 o++b
ENSG00000114062 UBE3A NonAssociatedWithProgression
ENSG00000009335 UBE3C o--a
ENSG00000110344 UBE4A NonAssociatedWithProgression
ENSG00000130939 UBE4B o+o
ENSG00000102178 UBL4A o--a
ENSG00000144357 UBR3 NonAssociatedWithProgression
ENSG00000104517 UBR5 +oo
ENSG00000070010 UFD1L o+-
ENSG00000152332 UHMK1 o--a
ENSG00000147854 UHRF2 o-o
ENSG00000177169 ULK1 o--b
ENSG00000005007 UPF1 o--b
ENSG00000053501 USE1 NonAssociatedWithProgression
ENSG00000155313 USP25 o++b
ENSG00000077254 USP33 o++b
ENSG00000187555 USP7 ---
ENSG00000111962 UST NonAssociatedWithProgression
ENSG00000049245 VAMP3 NonAssociatedWithProgression
ENSG00000035403 VCL o++a
ENSG00000165280 VCP o+-
ENSG00000175073 VCPIP1 NonAssociatedWithProgression
ENSG00000134086 VHL ---
ENSG00000100749 VRK1 +oo
ENSG00000140105 WARS NonAssociatedWithProgression
ENSG00000015285 WAS o--b
ENSG00000112290 WASF1 NonAssociatedWithProgression
ENSG00000106299 WASL o+o
ENSG00000147548 WHSC1L1 o--b
ENSG00000115935 WIPF1 -+o
ENSG00000060237 WNK1 NonAssociatedWithProgression
ENSG00000165238 WNK2 o--b
ENSG00000126562 WNK4 o--b
ENSG00000123124 WWP1 -o-
ENSG00000198373 WWP2 +-o
ENSG00000108039 XPNPEP1 o++b
ENSG00000134684 YARS o--b
ENSG00000176105 YES1 +-o
ENSG00000157077 ZFYVE9 oo+
ENSG00000084073 ZMPSTE24 NonAssociatedWithProgression
ENSG00000086827 ZW10 NonAssociatedWithProgression