Cluster +o+ is enriched in the following gene classes
GeneSet DB Hit Count
Pathways_-_KEGGBioCarta.gmt.txt 2
Pathways_-_Reactome.gmt.txt 2
TarBase_6beta.gmt.txt 2
Chromosomal_Bands.gmt.txt 10
GO_-_Molecular_Function.gmt.txt 3
GeneSet Name GeneSet DB log(P) Qvalue Observed in Background Observed in Cluster Expected in Cluster
Amino acid and oligopeptide SLC transporters Pathways_-_Reactome.gmt.txt -2.4 0.035 17.0 3.0 0.69
Generic Transcription Pathway Pathways_-_Reactome.gmt.txt -3.4 0.01001 108.0 12.0 4.41
KEGG CYTOKINE CYTOKINE RECEPTOR INTERACTION Pathways_-_KEGGBioCarta.gmt.txt -3.9 0.01271 29.0 6.0 1.18
KEGG TGF BETA SIGNALING PATHWAY Pathways_-_KEGGBioCarta.gmt.txt -2.7 0.0349 33.0 5.0 1.35
LIPID BINDING GO_-_Molecular_Function.gmt.txt -2.8 0.04505 32.0 5.0 1.31
PHOSPHOINOSITIDE BINDING GO_-_Molecular_Function.gmt.txt -3.8 0.02026 8.0 3.0 0.33
PHOSPHOLIPID BINDING GO_-_Molecular_Function.gmt.txt -3.1 0.03452 19.0 4.0 0.78
chr10p14 Chromosomal_Bands.gmt.txt -5.3 3.9E-4 8.0 4.0 0.33
chr14q11 Chromosomal_Bands.gmt.txt -2.3 0.02913 39.0 5.0 1.59
chr14q22 Chromosomal_Bands.gmt.txt -2.3 0.03202 18.0 3.0 0.73
chr17p12 Chromosomal_Bands.gmt.txt -3.0 0.01679 12.0 3.0 0.49
chr17q12 Chromosomal_Bands.gmt.txt -2.3 0.03202 18.0 3.0 0.73
chr4p16 Chromosomal_Bands.gmt.txt -2.7 0.0213 33.0 5.0 1.35
chr5q33 Chromosomal_Bands.gmt.txt -2.8 0.01797 13.0 3.0 0.53
chr6q14 Chromosomal_Bands.gmt.txt -2.7 0.02145 14.0 3.0 0.57
chr8p21 Chromosomal_Bands.gmt.txt -2.4 0.028 27.0 4.0 1.1
chr8q21 Chromosomal_Bands.gmt.txt -3.5 0.0089 16.0 4.0 0.65
hsa-miR-192-5p targets TarBase_6beta.gmt.txt -3.4 0.01713 452.0 33.0 18.44
hsa-miR-21-5p targets TarBase_6beta.gmt.txt -4.6 0.004 218.0 22.0 8.89
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
ENSG00000211934 AB019441.10 +o+
ENSG00000185065 AC000068.5 +o+
ENSG00000005189 AC004381.6 +o+
ENSG00000224046 AC005076.5 +o+
ENSG00000234327 AC012146.7 +o+
ENSG00000245017 AC013418.2 +o+
ENSG00000230895 AC022387.1 +o+
ENSG00000232065 AC023797.1 +o+
ENSG00000231770 AC046143.5 +o+
ENSG00000234028 AC062029.1 +o+
ENSG00000234072 AC074117.10 +o+
ENSG00000247363 AC090061.1 +o+
ENSG00000233736 AC091736.2 +o+
ENSG00000226856 AC093901.1 +o+
ENSG00000087274 ADD1 +o+
ENSG00000197894 ADH5 +o+
ENSG00000204752 AF235103.1 +o+
ENSG00000164252 AGGF1 +o+
ENSG00000188266 AGPHD1 +o+
ENSG00000112297 AIM1 +o+
ENSG00000196139 AKR1C3 +o+
ENSG00000247393 AL024498.1 +o+
ENSG00000250774 AL096700.2 +o+
ENSG00000245799 AL356915.2 +o+
ENSG00000172339 ALG14 +o+
ENSG00000151743 AMN1 +o+
ENSG00000214174 AMZ2P1 +o+
ENSG00000206560 ANKRD28 +o+
ENSG00000205673 AP000569.2 +o+
ENSG00000177879 AP3S1 +o+
ENSG00000081014 AP4E1 +o+
ENSG00000149089 APIP +o+
ENSG00000107863 ARHGAP21 +o+
ENSG00000228696 ARL17B +o+
ENSG00000057663 ATG5 +o+
ENSG00000241837 ATP5O +o+
ENSG00000204427 BAT5 +o+
ENSG00000133134 BEX2 +o+
ENSG00000180592 C10orf140 +o+
ENSG00000087302 C14orf166 +o+
ENSG00000134153 C15orf24 +o+
ENSG00000103121 C16orf61 +o+
ENSG00000172171 C17orf42 +o+
ENSG00000212719 C17orf51 +o+
ENSG00000108666 C17orf75 +o+
ENSG00000234912 C17orf86 +o+
ENSG00000176912 C18orf56 +o+
ENSG00000133466 C1QTNF6 +o+
ENSG00000162490 C1orf187 +o+
ENSG00000164008 C1orf50 +o+
ENSG00000153363 C1orf97 +o+
ENSG00000089063 C20orf30 +o+
ENSG00000241962 C2orf15 +o+
ENSG00000135974 C2orf49 +o+
ENSG00000174007 C3orf34 +o+
ENSG00000111850 C6orf162 +o+
ENSG00000221821 C6orf226 +o+
ENSG00000136197 C7orf25 +o+
ENSG00000176209 C8orf40 +o+
ENSG00000213865 C8orf44 +o+
ENSG00000175611 C9orf130 +o+
ENSG00000135932 CAB39 +o+
ENSG00000103021 CCDC113 +o+
ENSG00000147419 CCDC25 +o+
ENSG00000152492 CCDC50 +o+
ENSG00000115355 CCDC88A +o+
ENSG00000113328 CCNG1 +o+
ENSG00000126353 CCR7 +o+
ENSG00000173585 CCR9 +o+
ENSG00000156535 CD109 +o+
ENSG00000111276 CDKN1B +o+
ENSG00000101290 CDS2 +o+
ENSG00000177946 CENPBD1 +o+
ENSG00000203760 CENPW +o+
ENSG00000119397 CEP110 +o+
ENSG00000112877 CEP72 +o+
ENSG00000170175 CHRNB1 +o+
ENSG00000157224 CLDN12 +o+
ENSG00000162852 CNST +o+
ENSG00000166685 COG1 +o+
ENSG00000128510 CPA4 +o+
ENSG00000101343 CRNKL1 +o+
ENSG00000080200 CRYBG3 +o+
ENSG00000227087 CTC-512J14.6 +o+
ENSG00000168772 CXXC4 +o+
ENSG00000167740 CYB5D2 +o+
ENSG00000178105 DDX10 +o+
ENSG00000164002 DEM1 +o+
ENSG00000184014 DENND5A +o+
ENSG00000181192 DHTKD1 +o+
ENSG00000156162 DPY19L4 +o+
ENSG00000176401 EID2B +o+
ENSG00000134698 EIF2C4 +o+
ENSG00000170571 EMB +o+
ENSG00000249315 ENSG00000249315 +o+
ENSG00000196678 ERI2 +o+
ENSG00000171320 ESCO2 +o+
ENSG00000197798 FAM118B +o+
ENSG00000198780 FAM169A +o+
ENSG00000198718 FAM179B +o+
ENSG00000175106 FAM18B2 +o+
ENSG00000213185 FAM24B +o+
ENSG00000154511 FAM69A +o+
ENSG00000140092 FBLN5 +o+
ENSG00000138081 FBXO11 +o+
ENSG00000090554 FLT3LG +o+
ENSG00000033327 GAB2 +o+
ENSG00000131979 GCH1 +o+
ENSG00000182963 GJC1 +o+
ENSG00000151948 GLT1D1 +o+
ENSG00000121957 GPSM2 +o+
ENSG00000160007 GRLF1 +o+
ENSG00000237310 GS1-124K5.4 +o+
ENSG00000119969 HELLS +o+
ENSG00000128731 HERC2 +o+
ENSG00000138641 HERC3 +o+
ENSG00000164683 HEY1 +o+
ENSG00000172273 HINFP +o+
ENSG00000111911 HINT3 +o+
ENSG00000120087 HOXB7 +o+
ENSG00000153936 HS2ST1 +o+
ENSG00000125430 HS3ST3B1 +o+
ENSG00000163596 ICA1L +o+
ENSG00000101052 IFT52 +o+
ENSG00000110324 IL10RA +o+
ENSG00000111536 IL26 +o+
ENSG00000171105 INSR +o+
ENSG00000173226 IQCB1 +o+
ENSG00000129474 JUB +o+
ENSG00000243335 KCTD7 +o+
ENSG00000050030 KIAA2022 +o+
ENSG00000197892 KIF13B +o+
ENSG00000129250 KIF1C +o+
ENSG00000168280 KIF5C +o+
ENSG00000109787 KLF3 +o+
ENSG00000103642 LACTB +o+
ENSG00000178177 LCORL +o+
ENSG00000050426 LETMD1 +o+
ENSG00000188223 LIN37 +o+
ENSG00000165714 LOH12CR1 +o+
ENSG00000184574 LPAR5 +o+
LTR_region LTR_region +o+
ENSG00000079257 LXN +o+
ENSG00000154545 MAGED4 +o+
ENSG00000172175 MALT1 +o+
ENSG00000013288 MAN2B2 +o+
ENSG00000169967 MAP3K2 +o+
ENSG00000012983 MAP4K5 +o+
ENSG00000171444 MCC +o+
ENSG00000186260 MKL2 +o+
ENSG00000108960 MMD +o+
ENSG00000082515 MRPL22 +o+
ENSG00000185414 MRPL30 +o+
ENSG00000120333 MRPS14 +o+
ENSG00000173531 MST1 +o+
ENSG00000186715 MST1P9 +o+
ENSG00000057935 MTA3 +o+
ENSG00000172936 MYD88 +o+
ENSG00000198468 NCRNA00292 +o+
ENSG00000145029 NICN1 +o+
ENSG00000196338 NLGN3 +o+
ENSG00000156642 NPTN +o+
ENSG00000145247 OCIAD2 +o+
ENSG00000123240 OPTN +o+
ENSG00000155463 OXA1L +o+
ENSG00000154814 OXNAD1 +o+
ENSG00000170915 PAQR8 +o+
ENSG00000229474 PATL2 +o+
ENSG00000168078 PBK +o+
ENSG00000120327 PCDHB14 +o+
ENSG00000112378 PERP +o+
ENSG00000164751 PEX2 +o+
ENSG00000013375 PGM3 +o+
ENSG00000006576 PHTF2 +o+
ENSG00000073921 PICALM +o+
ENSG00000069011 PITX1 +o+
ENSG00000181191 PJA1 +o+
ENSG00000122861 PLAU +o+
ENSG00000107679 PLEKHA1 +o+
ENSG00000175895 PLEKHF2 +o+
ENSG00000130827 PLXNA3 +o+
ENSG00000122008 POLK +o+
ENSG00000051341 POLQ +o+
ENSG00000205808 PPAPDC2 +o+
ENSG00000086717 PPEF1 +o+
ENSG00000143224 PPOX +o+
ENSG00000104695 PPP2CB +o+
ENSG00000143363 PRUNE +o+
ENSG00000204540 PSORS1C1 +o+
ENSG00000158079 PTPDC1 +o+
ENSG00000165996 PTPLA +o+
ENSG00000112210 RAB23 +o+
ENSG00000104388 RAB2A +o+
ENSG00000172780 RAB43 +o+
ENSG00000010017 RANBP9 +o+
ENSG00000080839 RBL1 +o+
ENSG00000076053 RBM7 +o+
ENSG00000135828 RNASEL +o+
ENSG00000239305 RNF103 +o+
ENSG00000134318 ROCK2 +o+
ENSG00000246582 RP11-1149O23.3 +o+
ENSG00000227540 RP11-152N13.5 +o+
ENSG00000237036 RP11-192P3.1 +o+
ENSG00000213557 RP11-240E2.2 +o+
ENSG00000243749 RP11-244H3.2 +o+
ENSG00000204055 RP11-247A12.2 +o+
ENSG00000247950 RP11-264J9.1 +o+
ENSG00000232151 RP11-277L2.2 +o+
ENSG00000235919 RP11-29H23.1 +o+
ENSG00000237499 RP11-356I2.4 +o+
ENSG00000226688 RP11-429G19.2 +o+
ENSG00000227953 RP11-439E19.3 +o+
ENSG00000243698 RP11-574K11.18 +o+
ENSG00000253520 RP11-798K23.5 +o+
ENSG00000253716 RP13-582O9.5 +o+
ENSG00000224281 RP3-404F18.2 +o+
ENSG00000227857 RP4-533D7.5 +o+
ENSG00000231663 RP5-827C21.4 +o+
ENSG00000253276 RP5-892G19.1 +o+
ENSG00000205763 RP9P +o+
ENSG00000116954 RRAGC +o+
ENSG00000196754 S100A2 +o+
ENSG00000116497 S100PBP +o+
ENSG00000164576 SAP30L +o+
ENSG00000065665 SEC61A2 +o+
ENSG00000138593 SECISBP2L +o+
ENSG00000166192 SENP8 +o+
ENSG00000152217 SETBP1 +o+
ENSG00000213064 SFT2D2 +o+
ENSG00000147010 SH3KBP1 +o+
ENSG00000185634 SHC4 +o+
ENSG00000180730 SHISA2 +o+
ENSG00000146414 SHPRH +o+
ENSG00000142082 SIRT3 +o+
ENSG00000119899 SLC17A5 +o+
ENSG00000117479 SLC19A2 +o+
ENSG00000174032 SLC25A30 +o+
ENSG00000181035 SLC25A42 +o+
ENSG00000164209 SLC25A46 +o+
ENSG00000155850 SLC26A2 +o+
ENSG00000123643 SLC36A1 +o+
ENSG00000138449 SLC40A1 +o+
ENSG00000155465 SLC7A7 +o+
ENSG00000174640 SLCO2A1 +o+
ENSG00000162804 SNED1 +o+
ENSG00000180008 SOCS4 +o+
ENSG00000042317 SPATA7 +o+
ENSG00000107742 SPOCK2 +o+
ENSG00000164056 SPRY1 +o+
ENSG00000185418 TARSL2 +o+
ENSG00000197681 TBC1D3 +o+
ENSG00000234972 TBC1D3C +o+
ENSG00000185128 TBC1D3F +o+
ENSG00000242384 TBC1D3H +o+
ENSG00000145979 TBC1D7 +o+
ENSG00000133142 TCEAL4 +o+
ENSG00000129566 TEP1 +o+
ENSG00000070759 TESK2 +o+
ENSG00000168769 TET2 +o+
ENSG00000163513 TGFBR2 +o+
ENSG00000156299 TIAM1 +o+
ENSG00000086598 TMED2 +o+
ENSG00000158604 TMED4 +o+
ENSG00000132406 TMEM128 +o+
ENSG00000121895 TMEM156 +o+
ENSG00000127419 TMEM175 +o+
ENSG00000146433 TMEM181 +o+
ENSG00000169964 TMEM42 +o+
ENSG00000159596 TMEM69 +o+
ENSG00000136816 TOR1B +o+
ENSG00000167333 TRIM68 +o+
ENSG00000100106 TRIOBP +o+
ENSG00000235954 TTC28-AS +o+
ENSG00000113621 TXNDC15 +o+
ENSG00000184844 U52111.12 +o+
ENSG00000206888 U6.504 +o+
ENSG00000104343 UBE2W +o+
ENSG00000143179 UCK2 +o+
ENSG00000059145 UNKL +o+
ENSG00000151445 VIPAR +o+
ENSG00000155975 VPS37A +o+
ENSG00000120688 WBP4 +o+
ENSG00000136709 WDR33 +o+
ENSG00000126870 WDR60 +o+
ENSG00000156787 WDR67 +o+
ENSG00000204422 XXbac-BPG32J3.20 +o+
ENSG00000104231 ZFAND1 +o+
ENSG00000184939 ZFP90 +o+
ENSG00000039319 ZFYVE16 +o+
ENSG00000163867 ZMYM6 +o+
ENSG00000167635 ZNF146 +o+
ENSG00000096654 ZNF184 +o+
ENSG00000136870 ZNF189 +o+
ENSG00000186448 ZNF197 +o+
ENSG00000186019 ZNF224 +o+
ENSG00000167380 ZNF226 +o+
ENSG00000141040 ZNF287 +o+
ENSG00000131845 ZNF304 +o+
ENSG00000160961 ZNF333 +o+
ENSG00000119725 ZNF410 +o+
ENSG00000125945 ZNF436 +o+
ENSG00000188785 ZNF548 +o+
ENSG00000180938 ZNF572 +o+
ENSG00000213297 ZNF625 +o+
ENSG00000251192 ZNF674 +o+
ENSG00000196172 ZNF681 +o+
ENSG00000164684 ZNF704 +o+
ENSG00000183850 ZNF730 +o+
ENSG00000186376 ZNF75D +o+
ENSG00000176371 ZSCAN2 +o+
env_region env_region +o+
gfp_region gfp_region +o+
hsa-let-7b hsa-let-7b +o+
hsa-miR-125a-5p hsa-miR-125a-5p +o+
hsa-miR-125b hsa-miR-125b +o+
hsa-miR-1260 hsa-miR-1260 +o+
hsa-miR-1280 hsa-miR-1280 +o+
hsa-miR-130b* hsa-miR-130b* +o+
hsa-miR-138 hsa-miR-138 +o+
hsa-miR-138-1* hsa-miR-138-1* +o+
hsa-miR-181c* hsa-miR-181c* +o+
hsa-miR-204 hsa-miR-204 +o+
hsa-miR-23b hsa-miR-23b +o+
hsa-miR-28-3p hsa-miR-28-3p +o+
hsa-miR-766 hsa-miR-766 +o+
hsa-miR-940 hsa-miR-940 +o+