diff --git a/data/hsa_circ_0000228_BN.RData b/data/hsa_circ_0000228_BN.RData index 0ea8a0f98b6519229da5f20facb0321752d33514..1d9eaaca0a11f91f30b85377b495dcc227a4df80 100644 Binary files a/data/hsa_circ_0000228_BN.RData and b/data/hsa_circ_0000228_BN.RData differ diff --git a/source/circGPA/circrna-mirna-interactions.csv b/source/circGPA/circrna-mirna-interactions.csv index 19cd2ed427f9713534804abd71beb0e2ddb0ca73..30495ae07339f19dbaba482bbd3153ab8c426182 100644 Binary files a/source/circGPA/circrna-mirna-interactions.csv and b/source/circGPA/circrna-mirna-interactions.csv differ diff --git a/source/circGPA/mirna-mrna-interactions.csv b/source/circGPA/mirna-mrna-interactions.csv index ceeac32e1d46e542ff8e2a89827f687e818986d2..a2db8eeb22d71e2457b2e8ace418f15e0730da94 100644 --- a/source/circGPA/mirna-mrna-interactions.csv +++ b/source/circGPA/mirna-mrna-interactions.csv @@ -1,117 +1,115 @@ "","mature_mirna_id","target_symbol" -"CRADD","hsa-let-7a-5p","CRADD" "PCDH18","hsa-let-7a-5p","PCDH18" -"SCN7A","hsa-let-7b-5p","SCN7A" -"ZBTB16","hsa-let-7c-5p","ZBTB16" -"ZNF641","hsa-let-7c-5p","ZNF641" +"MSRB3","hsa-let-7a-5p","MSRB3" "PYURF","hsa-let-7f-5p","PYURF" "DAZL","hsa-let-7g-5p","DAZL" -"PIP5K1B","hsa-let-7g-5p","PIP5K1B" "MCF2L","hsa-let-7i-5p","MCF2L" -"ECHDC2","hsa-miR-1-3p","ECHDC2" -"PLIN5","hsa-miR-1-3p","PLIN5" +"C1orf226","hsa-miR-1-3p","C1orf226" +"HLA.E","hsa-miR-1-5p","HLA-E" "KCNE3","hsa-miR-1-5p","KCNE3" "ITPR2","hsa-miR-1-5p","ITPR2" -"BCL2L13","hsa-miR-100-5p","BCL2L13" +"SDHB","hsa-miR-1-5p","SDHB" +"ADAM23","hsa-miR-100-5p","ADAM23" +"ALDH18A1","hsa-miR-100-5p","ALDH18A1" "PNLDC1","hsa-miR-100-5p","PNLDC1" -"BHLHA15","hsa-miR-100-5p","BHLHA15" -"HSPA6","hsa-miR-100-5p","HSPA6" "KIF21B","hsa-miR-100-5p","KIF21B" "BLID","hsa-miR-100-5p","BLID" -"SH3BP2","hsa-miR-103a-2-5p","SH3BP2" -"POLD3","hsa-miR-103b","POLD3" +"PPP2R3B","hsa-miR-101-5p","PPP2R3B" "PPP1R35","hsa-miR-105-5p","PPP1R35" -"SPTAN1","hsa-miR-106a-5p","SPTAN1" +"RBM12B","hsa-miR-106b-5p","RBM12B" "NDN","hsa-miR-10a-5p","NDN" -"DSG2","hsa-miR-10a-5p","DSG2" "CHCHD5","hsa-miR-10a-5p","CHCHD5" -"HOXB3","hsa-miR-10a-5p","HOXB3" "LDB2","hsa-miR-10b-5p","LDB2" -"C1orf226","hsa-miR-10b-5p","C1orf226" +"C1orf226.1","hsa-miR-10b-5p","C1orf226" "COG5","hsa-miR-1178-5p","COG5" +"ZNF559","hsa-miR-1178-5p","ZNF559" "DUSP3","hsa-miR-1178-5p","DUSP3" "VWA7","hsa-miR-1179","VWA7" -"ZNF841","hsa-miR-1180-5p","ZNF841" -"KLHL18","hsa-miR-1181","KLHL18" +"NME4","hsa-miR-1179","NME4" "YAF2","hsa-miR-1181","YAF2" -"FAM216A","hsa-miR-1181","FAM216A" -"TMEM273","hsa-miR-1183","TMEM273" +"PRR30","hsa-miR-1183","PRR30" +"UMODL1","hsa-miR-1185-5p","UMODL1" "PCDHGB2","hsa-miR-1185-5p","PCDHGB2" "E2F8","hsa-miR-1199-5p","E2F8" -"TEX43","hsa-miR-1199-5p","TEX43" -"RNASE6","hsa-miR-1199-5p","RNASE6" "FAM107B","hsa-miR-1200","FAM107B" "TFB1M","hsa-miR-1200","TFB1M" -"SMNDC1","hsa-miR-1202","SMNDC1" -"KIF7","hsa-miR-1203","KIF7" -"PAK2","hsa-miR-1204","PAK2" -"C3orf20","hsa-miR-1205","C3orf20" -"ILRUN","hsa-miR-1205","ILRUN" +"VENTX","hsa-miR-1202","VENTX" +"ADGRB1","hsa-miR-1202","ADGRB1" +"PDZD11","hsa-miR-1202","PDZD11" +"IQCK","hsa-miR-1202","IQCK" +"SERINC3","hsa-miR-1204","SERINC3" +"NOSIP","hsa-miR-1205","NOSIP" "HMGN1","hsa-miR-1206","HMGN1" -"SAMD11","hsa-miR-1207-5p","SAMD11" "ABCF3","hsa-miR-1207-5p","ABCF3" -"PARP12","hsa-miR-122-5p","PARP12" -"FBXL2","hsa-miR-122-5p","FBXL2" -"SMNDC1.1","hsa-miR-122-5p","SMNDC1" +"RETSAT","hsa-miR-1207-5p","RETSAT" +"SMNDC1","hsa-miR-122-5p","SMNDC1" "MAMLD1","hsa-miR-122-5p","MAMLD1" -"PRX","hsa-miR-1226-5p","PRX" +"SLC13A4","hsa-miR-122-5p","SLC13A4" +"ADM","hsa-miR-1224-5p","ADM" +"NOX5","hsa-miR-1224-5p","NOX5" +"UBA7","hsa-miR-1225-5p","UBA7" +"FABP6","hsa-miR-1226-5p","FABP6" "BAX","hsa-miR-1226-5p","BAX" "MAPKAP1","hsa-miR-1227-5p","MAPKAP1" "CATSPERB","hsa-miR-1229-5p","CATSPERB" +"TMEM88","hsa-miR-1229-5p","TMEM88" "TRABD2A","hsa-miR-1236-5p","TRABD2A" -"FAM185A","hsa-miR-1237-5p","FAM185A" -"SLC4A1AP","hsa-miR-1238-5p","SLC4A1AP" -"HECTD1","hsa-miR-124-5p","HECTD1" +"MATN2","hsa-miR-124-5p","MATN2" +"OXCT2","hsa-miR-124-5p","OXCT2" +"QPCTL","hsa-miR-1243","QPCTL" "ODAM","hsa-miR-1243","ODAM" +"LRRC14","hsa-miR-1244","LRRC14" +"DEFA5","hsa-miR-1245a","DEFA5" "GSN","hsa-miR-1245a","GSN" +"DPRX","hsa-miR-1245a","DPRX" +"TFF1","hsa-miR-1245b-5p","TFF1" +"SPEN","hsa-miR-1245b-5p","SPEN" "FEZ2","hsa-miR-1247-5p","FEZ2" -"FAM180B","hsa-miR-1248","FAM180B" +"PLEKHA2","hsa-miR-1247-5p","PLEKHA2" "MTRF1L","hsa-miR-1248","MTRF1L" -"TRPC4AP","hsa-miR-1251-5p","TRPC4AP" +"GSAP","hsa-miR-1248","GSAP" +"USP44","hsa-miR-1250-5p","USP44" +"MPHOSPH9","hsa-miR-1250-5p","MPHOSPH9" "CHRFAM7A","hsa-miR-1252-5p","CHRFAM7A" "SMARCAD1","hsa-miR-1252-5p","SMARCAD1" -"ZNF559","hsa-miR-1253","ZNF559" -"PNMA8A","hsa-miR-1255a","PNMA8A" +"GLI4","hsa-miR-1252-5p","GLI4" +"ZNF559.1","hsa-miR-1253","ZNF559" "STAR","hsa-miR-1255a","STAR" -"ULBP3","hsa-miR-1255b-5p","ULBP3" -"HOXA2","hsa-miR-1255b-5p","HOXA2" -"TRIM54","hsa-miR-1255b-5p","TRIM54" +"NIPAL3","hsa-miR-1255a","NIPAL3" +"IL34","hsa-miR-1255b-5p","IL34" "BAMBI","hsa-miR-1257","BAMBI" -"ANKDD1A","hsa-miR-1257","ANKDD1A" -"DHRS4L2","hsa-miR-1258","DHRS4L2" -"TRMT13","hsa-miR-1258","TRMT13" -"BMP6","hsa-miR-125a-5p","BMP6" +"DENND5A","hsa-miR-1258","DENND5A" +"TMEM130","hsa-miR-125a-5p","TMEM130" +"GEN1","hsa-miR-125b-5p","GEN1" "FCGR3B","hsa-miR-125b-5p","FCGR3B" +"PJVK","hsa-miR-1260b","PJVK" +"SPTBN2","hsa-miR-1260b","SPTBN2" +"MAMSTR","hsa-miR-1261","MAMSTR" "RAB3GAP2","hsa-miR-1261","RAB3GAP2" "TLX2","hsa-miR-1262","TLX2" -"MINAR1","hsa-miR-1263","MINAR1" +"ARL5C","hsa-miR-1262","ARL5C" +"TRIOBP","hsa-miR-1263","TRIOBP" "PIK3CD","hsa-miR-1263","PIK3CD" -"FLNA","hsa-miR-1265","FLNA" "ADAT2","hsa-miR-1265","ADAT2" -"MOGS","hsa-miR-1265","MOGS" -"QSOX2","hsa-miR-1266-5p","QSOX2" +"BTN2A2","hsa-miR-1266-5p","BTN2A2" "WDR1","hsa-miR-1267","WDR1" -"CNOT1","hsa-miR-1268a","CNOT1" -"USP9X","hsa-miR-1268b","USP9X" "CDH4","hsa-miR-1269a","CDH4" "ZMYND8","hsa-miR-1269a","ZMYND8" -"NPIPA7","hsa-miR-1269b","NPIPA7" -"MCM5","hsa-miR-1269b","MCM5" -"HPS1","hsa-miR-1269b","HPS1" -"CPNE2","hsa-miR-127-5p","CPNE2" +"CACNG8","hsa-miR-127-5p","CACNG8" +"TLCD3A","hsa-miR-127-5p","TLCD3A" "COL16A1","hsa-miR-127-5p","COL16A1" -"MORC1","hsa-miR-1270","MORC1" -"SRP9","hsa-miR-1270","SRP9" +"GCC1","hsa-miR-1270","GCC1" +"ACTB","hsa-miR-1270","ACTB" +"BSDC1","hsa-miR-1270","BSDC1" "TUBB4A","hsa-miR-1271-5p","TUBB4A" -"DIDO1","hsa-miR-1272","DIDO1" -"RASL11A","hsa-miR-1272","RASL11A" -"STX10","hsa-miR-1273c","STX10" -"SULF2","hsa-miR-1273h-5p","SULF2" -"LDHC","hsa-miR-1273h-5p","LDHC" -"KAT7","hsa-miR-1275","KAT7" +"C6orf62","hsa-miR-1272","C6orf62" +"ITGA10","hsa-miR-1275","ITGA10" +"PDIA6","hsa-miR-1276","PDIA6" +"LUZP1","hsa-miR-1276","LUZP1" "PRAMEF7","hsa-miR-1278","PRAMEF7" "TREM1","hsa-miR-1278","TREM1" -"ENPP6","hsa-miR-128-2-5p","ENPP6" +"ZNRF2","hsa-miR-128-1-5p","ZNRF2" +"DDX23","hsa-miR-128-1-5p","DDX23" "TFAP2E","hsa-miR-1281","TFAP2E" "CLEC2B","hsa-miR-1281","CLEC2B" "ALPK1","hsa-miR-1282","ALPK1" @@ -119,683 +117,671 @@ "BRICD5","hsa-miR-1283","BRICD5" "SENP8","hsa-miR-1286","SENP8" "CNTLN","hsa-miR-1287-5p","CNTLN" +"OTUD7A","hsa-miR-1287-5p","OTUD7A" "ATG16L2","hsa-miR-1289","ATG16L2" -"SMPD4","hsa-miR-1289","SMPD4" -"PRB1","hsa-miR-129-5p","PRB1" -"KAT2A","hsa-miR-129-5p","KAT2A" -"JMJD4","hsa-miR-129-5p","JMJD4" +"ACSM3","hsa-miR-1289","ACSM3" +"EPN3","hsa-miR-129-5p","EPN3" +"FAM131B","hsa-miR-1290","FAM131B" +"POP1","hsa-miR-1291","POP1" +"ZNF441","hsa-miR-1291","ZNF441" +"RNF103.CHMP3","hsa-miR-1291","RNF103-CHMP3" "MTFR2","hsa-miR-1291","MTFR2" +"IQGAP3","hsa-miR-1291","IQGAP3" "DNAH2","hsa-miR-1291","DNAH2" "NANOS1","hsa-miR-1292-5p","NANOS1" -"CDC23","hsa-miR-1294","CDC23" +"MFF","hsa-miR-1293","MFF" +"FAM210A","hsa-miR-1294","FAM210A" "CLTA","hsa-miR-1296-5p","CLTA" -"CKAP2L","hsa-miR-1296-5p","CKAP2L" -"ZIK1","hsa-miR-1299","ZIK1" +"CRYGD","hsa-miR-1299","CRYGD" "DAP3","hsa-miR-1299","DAP3" +"LAMTOR5","hsa-miR-1299","LAMTOR5" "SRGAP2B","hsa-miR-1299","SRGAP2B" -"AP5B1","hsa-miR-1301-5p","AP5B1" -"CDH23","hsa-miR-1302","CDH23" -"ARL13B","hsa-miR-1302","ARL13B" -"NRBF2","hsa-miR-1304-5p","NRBF2" +"EPOR","hsa-miR-1304-5p","EPOR" +"SAXO1","hsa-miR-1304-5p","SAXO1" "PSMC3","hsa-miR-1304-5p","PSMC3" -"ISCA2","hsa-miR-1306-5p","ISCA2" -"CPLANE2","hsa-miR-1307-5p","CPLANE2" +"SPOP","hsa-miR-1306-5p","SPOP" +"CORT","hsa-miR-1306-5p","CORT" +"SNX33","hsa-miR-130a-5p","SNX33" "KHDC1L","hsa-miR-130a-5p","KHDC1L" "EFCAB5","hsa-miR-130a-5p","EFCAB5" -"SLC44A4","hsa-miR-130b-5p","SLC44A4" -"ARL13B.1","hsa-miR-130b-5p","ARL13B" +"ARL13B","hsa-miR-130b-5p","ARL13B" +"TMEM98","hsa-miR-130b-5p","TMEM98" +"RDH13","hsa-miR-132-5p","RDH13" "TRPC5OS","hsa-miR-132-5p","TRPC5OS" "CCDC144A","hsa-miR-132-5p","CCDC144A" "SYNPR","hsa-miR-1321","SYNPR" "SPC25","hsa-miR-1323","SPC25" -"XRCC3","hsa-miR-1323","XRCC3" -"POLR3G","hsa-miR-1323","POLR3G" "DPH7","hsa-miR-1324","DPH7" -"LDAH","hsa-miR-133a-5p","LDAH" -"COG6","hsa-miR-133a-5p","COG6" -"GPT2","hsa-miR-133a-5p","GPT2" -"STARD6","hsa-miR-133a-5p","STARD6" -"ZNF554","hsa-miR-133a-5p","ZNF554" "PPIL6","hsa-miR-133a-5p","PPIL6" -"C1orf112","hsa-miR-133b","C1orf112" "BAP1","hsa-miR-133b","BAP1" "SOX18","hsa-miR-134-5p","SOX18" -"PRRG1","hsa-miR-134-5p","PRRG1" +"ANKRD2","hsa-miR-135a-5p","ANKRD2" "PWWP2B","hsa-miR-135a-5p","PWWP2B" "CD86","hsa-miR-135a-5p","CD86" -"HTR2A","hsa-miR-136-5p","HTR2A" +"STON1","hsa-miR-135b-5p","STON1" "MSS51","hsa-miR-136-5p","MSS51" -"NDUFS7","hsa-miR-136-5p","NDUFS7" -"CEMIP","hsa-miR-139-5p","CEMIP" +"KDR","hsa-miR-139-5p","KDR" "GPR182","hsa-miR-139-5p","GPR182" "VNN2","hsa-miR-139-5p","VNN2" -"FNBP4","hsa-miR-140-5p","FNBP4" -"DCAF15","hsa-miR-141-5p","DCAF15" -"SCML4","hsa-miR-141-5p","SCML4" -"ABCB11","hsa-miR-142-5p","ABCB11" +"TNN","hsa-miR-141-5p","TNN" "WBP2NL","hsa-miR-143-5p","WBP2NL" +"ST6GALNAC1","hsa-miR-143-5p","ST6GALNAC1" +"C1orf116","hsa-miR-143-5p","C1orf116" "TENT5C","hsa-miR-145-5p","TENT5C" -"NDUFB2","hsa-miR-145-5p","NDUFB2" +"TMEM9B","hsa-miR-145-5p","TMEM9B" "SDHC","hsa-miR-145-5p","SDHC" "NMRK2","hsa-miR-145-5p","NMRK2" -"PRRG1.1","hsa-miR-1468-5p","PRRG1" "SMOX","hsa-miR-1468-5p","SMOX" -"TLR4","hsa-miR-1469","TLR4" -"GTSF1","hsa-miR-1471","GTSF1" +"NHLRC3","hsa-miR-1469","NHLRC3" +"VIP","hsa-miR-146a-5p","VIP" +"RARG","hsa-miR-1471","RARG" "WDR25","hsa-miR-1471","WDR25" -"CAPN11","hsa-miR-147a","CAPN11" "YPEL2","hsa-miR-147a","YPEL2" -"TMEM72","hsa-miR-148a-5p","TMEM72" -"SLC39A11","hsa-miR-149-5p","SLC39A11" -"PLXNA4","hsa-miR-149-5p","PLXNA4" -"BLK","hsa-miR-150-5p","BLK" +"GSKIP","hsa-miR-148b-5p","GSKIP" +"C4orf3","hsa-miR-148b-5p","C4orf3" "SLC12A5","hsa-miR-150-5p","SLC12A5" -"LCK","hsa-miR-150-5p","LCK" -"H2AC21","hsa-miR-152-5p","H2AC21" -"RAB2B","hsa-miR-153-3p","RAB2B" +"TMEM116","hsa-miR-150-5p","TMEM116" "GNL3L","hsa-miR-153-3p","GNL3L" -"MCTP1","hsa-miR-153-3p","MCTP1" +"SMARCA4","hsa-miR-153-3p","SMARCA4" "ZG16B","hsa-miR-153-5p","ZG16B" "RXFP2","hsa-miR-153-5p","RXFP2" "MTAP","hsa-miR-153-5p","MTAP" -"PATZ1","hsa-miR-1537-5p","PATZ1" +"DOC2B","hsa-miR-1537-5p","DOC2B" +"UBN2","hsa-miR-1537-5p","UBN2" "NUP85","hsa-miR-1537-5p","NUP85" -"ABI3BP","hsa-miR-154-5p","ABI3BP" -"ST3GAL2","hsa-miR-155-5p","ST3GAL2" -"C3orf80","hsa-miR-155-5p","C3orf80" +"TNK1","hsa-miR-1538","TNK1" "POLL","hsa-miR-1587","POLL" "WNT10A","hsa-miR-1587","WNT10A" +"PCDHGA6","hsa-miR-1587","PCDHGA6" +"ATP13A2","hsa-miR-15a-5p","ATP13A2" "GAB1","hsa-miR-15a-5p","GAB1" -"RFX7","hsa-miR-181a-5p","RFX7" +"PIP4P2","hsa-miR-15b-5p","PIP4P2" +"MACROH2A2","hsa-miR-181a-5p","MACROH2A2" +"ENPEP","hsa-miR-181a-5p","ENPEP" "MUC20","hsa-miR-181c-5p","MUC20" "CSNK2A2","hsa-miR-181c-5p","CSNK2A2" "DLG2","hsa-miR-181c-5p","DLG2" +"ADIPOR1","hsa-miR-181c-5p","ADIPOR1" "SNRNP40","hsa-miR-181d-5p","SNRNP40" -"KLK9","hsa-miR-181d-5p","KLK9" -"HBB","hsa-miR-182-5p","HBB" +"PPIG","hsa-miR-181d-5p","PPIG" +"GID4","hsa-miR-1825","GID4" "VPS26A","hsa-miR-1825","VPS26A" -"EFNB3","hsa-miR-1825","EFNB3" "XPO5","hsa-miR-1825","XPO5" +"FAM47E.STBD1","hsa-miR-1825","FAM47E-STBD1" +"ATP5MC3","hsa-miR-1825","ATP5MC3" "MMUT","hsa-miR-1827","MMUT" "COX14","hsa-miR-1827","COX14" "TTF1","hsa-miR-1827","TTF1" -"RAB3IL1","hsa-miR-183-5p","RAB3IL1" +"NANS","hsa-miR-1827","NANS" "HBZ","hsa-miR-183-5p","HBZ" "THOC2","hsa-miR-184","THOC2" "SLC11A2","hsa-miR-184","SLC11A2" "ITPKA","hsa-miR-185-5p","ITPKA" -"KNOP1","hsa-miR-187-5p","KNOP1" -"KNOP1.1","hsa-miR-188-5p","KNOP1" -"NFE2L2","hsa-miR-188-5p","NFE2L2" -"A4GALT","hsa-miR-18a-5p","A4GALT" -"GABBR1","hsa-miR-18b-5p","GABBR1" +"GDAP1","hsa-miR-186-5p","GDAP1" +"PCDHGB1","hsa-miR-1908-5p","PCDHGB1" "DIPK1C","hsa-miR-190a-5p","DIPK1C" +"NEO1","hsa-miR-190a-5p","NEO1" "TNFRSF4","hsa-miR-190a-5p","TNFRSF4" +"GATA3","hsa-miR-1910-5p","GATA3" +"SLC35C2","hsa-miR-1911-5p","SLC35C2" +"ETFBKMT","hsa-miR-1911-5p","ETFBKMT" "PLCG1","hsa-miR-1913","PLCG1" "DAND5","hsa-miR-1914-5p","DAND5" "NUSAP1","hsa-miR-1915-5p","NUSAP1" -"SLC7A1","hsa-miR-192-5p","SLC7A1" "ANO9","hsa-miR-192-5p","ANO9" +"GTF2H3","hsa-miR-192-5p","GTF2H3" "ZFYVE1","hsa-miR-192-5p","ZFYVE1" "ROR2","hsa-miR-193a-5p","ROR2" -"ELF2","hsa-miR-193a-5p","ELF2" -"ATP1A3","hsa-miR-193a-5p","ATP1A3" +"TMEM116.1","hsa-miR-193a-5p","TMEM116" "CES1","hsa-miR-193b-5p","CES1" "FGF16","hsa-miR-193b-5p","FGF16" +"YIPF1","hsa-miR-193b-5p","YIPF1" +"ATAD3B","hsa-miR-194-5p","ATAD3B" "CD81","hsa-miR-194-5p","CD81" +"ALDH1B1","hsa-miR-195-5p","ALDH1B1" "LSM12","hsa-miR-195-5p","LSM12" -"SCG5","hsa-miR-196a-5p","SCG5" "ZNF174","hsa-miR-196a-5p","ZNF174" -"KCND1","hsa-miR-196a-5p","KCND1" +"ADGRF5","hsa-miR-196a-5p","ADGRF5" "HBEGF","hsa-miR-196a-5p","HBEGF" -"RMND5A","hsa-miR-196a-5p","RMND5A" -"BMPR1A","hsa-miR-196b-5p","BMPR1A" "SNX9","hsa-miR-196b-5p","SNX9" -"EAF2","hsa-miR-197-5p","EAF2" -"WNT6","hsa-miR-197-5p","WNT6" +"AMELX","hsa-miR-197-5p","AMELX" +"CERK","hsa-miR-1972","CERK" +"SPNS1","hsa-miR-1973","SPNS1" "ALKBH3","hsa-miR-1973","ALKBH3" -"CAPN13","hsa-miR-1976","CAPN13" "ECRG4","hsa-miR-1976","ECRG4" "TSNAXIP1","hsa-miR-1976","TSNAXIP1" "ARHGAP4","hsa-miR-198","ARHGAP4" +"MAP3K7CL","hsa-miR-199a-5p","MAP3K7CL" "STING1","hsa-miR-199a-5p","STING1" "TUBB1","hsa-miR-199a-5p","TUBB1" "NTF4","hsa-miR-199a-5p","NTF4" "GMPPB","hsa-miR-199b-5p","GMPPB" "CD46","hsa-miR-199b-5p","CD46" -"RHBDF1","hsa-miR-19a-5p","RHBDF1" "TMEM250","hsa-miR-19b-1-5p","TMEM250" -"PAN2","hsa-miR-19b-2-5p","PAN2" -"NENF","hsa-miR-200a-5p","NENF" +"GUCA1C","hsa-miR-19b-2-5p","GUCA1C" +"SERP2","hsa-miR-200b-5p","SERP2" "COPZ2","hsa-miR-200b-5p","COPZ2" -"C1QTNF4","hsa-miR-202-5p","C1QTNF4" +"INPP5E","hsa-miR-200c-5p","INPP5E" +"CDC73","hsa-miR-202-5p","CDC73" +"CDC42EP4","hsa-miR-202-5p","CDC42EP4" +"XXYLT1","hsa-miR-203a-5p","XXYLT1" "FTCD","hsa-miR-203b-5p","FTCD" -"SEL1L3","hsa-miR-204-5p","SEL1L3" -"SLIT3","hsa-miR-205-5p","SLIT3" -"PRX.1","hsa-miR-2052","PRX" +"SLC37A1","hsa-miR-205-5p","SLC37A1" +"PAX5","hsa-miR-205-5p","PAX5" "ARL14EPL","hsa-miR-2052","ARL14EPL" -"MT4","hsa-miR-2054","MT4" +"OPA1","hsa-miR-2052","OPA1" +"CT83","hsa-miR-2053","CT83" +"TRAPPC10","hsa-miR-2054","TRAPPC10" +"PPP1R9A","hsa-miR-2054","PPP1R9A" "SUPT4H1","hsa-miR-2054","SUPT4H1" -"RANBP6","hsa-miR-206","RANBP6" -"LGALS1","hsa-miR-208a-5p","LGALS1" +"TUFT1","hsa-miR-2054","TUFT1" +"FAM20C","hsa-miR-206","FAM20C" +"HSBP1L1","hsa-miR-208a-5p","HSBP1L1" +"LRP11","hsa-miR-208a-5p","LRP11" "C6orf89","hsa-miR-208a-5p","C6orf89" -"NAP1L5","hsa-miR-20b-5p","NAP1L5" -"RMDN2","hsa-miR-20b-5p","RMDN2" -"TOPBP1","hsa-miR-20b-5p","TOPBP1" +"DEFB118","hsa-miR-208b-5p","DEFB118" +"H3C12","hsa-miR-20b-5p","H3C12" "SERPINE2","hsa-miR-20b-5p","SERPINE2" +"CLN8","hsa-miR-21-5p","CLN8" +"HSD17B10","hsa-miR-21-5p","HSD17B10" "ITGAX","hsa-miR-21-5p","ITGAX" -"ARIH1","hsa-miR-210-5p","ARIH1" -"ATRIP","hsa-miR-210-5p","ATRIP" -"MYH11","hsa-miR-211-5p","MYH11" "PLRG1","hsa-miR-2110","PLRG1" -"MRM3","hsa-miR-2113","MRM3" -"RAPGEF2","hsa-miR-2116-5p","RAPGEF2" +"VPREB3","hsa-miR-2113","VPREB3" "TLR9","hsa-miR-2116-5p","TLR9" -"RSPO4","hsa-miR-2117","RSPO4" -"FBXW4","hsa-miR-2117","FBXW4" +"ROBO1","hsa-miR-2116-5p","ROBO1" "DAZAP1","hsa-miR-2117","DAZAP1" -"ZMYM1","hsa-miR-2117","ZMYM1" -"ADARB2","hsa-miR-212-5p","ADARB2" "SLC20A2","hsa-miR-212-5p","SLC20A2" +"SLC22A1","hsa-miR-212-5p","SLC22A1" "SPIN3","hsa-miR-214-5p","SPIN3" "TSPYL4","hsa-miR-214-5p","TSPYL4" "PTHLH","hsa-miR-214-5p","PTHLH" "PCMTD2","hsa-miR-215-5p","PCMTD2" -"REEP1","hsa-miR-215-5p","REEP1" "TP53BP2","hsa-miR-215-5p","TP53BP2" -"SNHG32","hsa-miR-216a-5p","SNHG32" -"TEX15","hsa-miR-218-5p","TEX15" +"COQ2","hsa-miR-216a-5p","COQ2" "BCL6","hsa-miR-218-5p","BCL6" "C8orf88","hsa-miR-218-5p","C8orf88" "NUPR1","hsa-miR-218-5p","NUPR1" -"EFCAB6","hsa-miR-219b-5p","EFCAB6" -"NDST3","hsa-miR-22-5p","NDST3" +"NR2F1","hsa-miR-218-5p","NR2F1" +"SUB1","hsa-miR-219b-5p","SUB1" +"KLHL31","hsa-miR-219b-5p","KLHL31" +"PHGDH","hsa-miR-22-5p","PHGDH" "AMACR","hsa-miR-22-5p","AMACR" +"ZNF732","hsa-miR-221-5p","ZNF732" "KTN1","hsa-miR-222-5p","KTN1" "RNF145","hsa-miR-222-5p","RNF145" -"SP4","hsa-miR-224-5p","SP4" +"LRFN3","hsa-miR-222-5p","LRFN3" +"MTHFR","hsa-miR-222-5p","MTHFR" +"ELOVL5","hsa-miR-224-5p","ELOVL5" "RNF168","hsa-miR-224-5p","RNF168" -"CDH5","hsa-miR-224-5p","CDH5" -"MYO19","hsa-miR-2277-5p","MYO19" +"AGT","hsa-miR-2277-5p","AGT" +"CIDEC","hsa-miR-2278","CIDEC" "SEPTIN7","hsa-miR-2278","SEPTIN7" -"S100G","hsa-miR-2355-5p","S100G" "GLRX2","hsa-miR-2355-5p","GLRX2" -"FAM168B","hsa-miR-2392","FAM168B" +"MYL12B","hsa-miR-2392","MYL12B" +"HPS4","hsa-miR-2392","HPS4" "CD244","hsa-miR-2392","CD244" +"KCNA2","hsa-miR-2392","KCNA2" "ZFY","hsa-miR-23a-5p","ZFY" -"ADRM1","hsa-miR-23a-5p","ADRM1" -"PRRG2","hsa-miR-23a-5p","PRRG2" +"RAB21","hsa-miR-23a-5p","RAB21" "RABGGTB","hsa-miR-23a-5p","RABGGTB" +"PAM16","hsa-miR-23b-5p","PAM16" "ZNF711","hsa-miR-23b-5p","ZNF711" -"PDP1","hsa-miR-23c","PDP1" +"LRATD1","hsa-miR-23c","LRATD1" +"FBXO8","hsa-miR-23c","FBXO8" "MYO1B","hsa-miR-23c","MYO1B" "ZBED9","hsa-miR-24-1-5p","ZBED9" -"CHDH","hsa-miR-24-2-5p","CHDH" -"PDIA3","hsa-miR-2467-5p","PDIA3" +"BAMBI.1","hsa-miR-24-2-5p","BAMBI" +"HOXB5","hsa-miR-24-2-5p","HOXB5" +"IMMP1L","hsa-miR-25-5p","IMMP1L" "IKBKE","hsa-miR-2681-5p","IKBKE" -"PPP2R3B","hsa-miR-2682-5p","PPP2R3B" -"OSR2","hsa-miR-26a-5p","OSR2" -"TEX43.1","hsa-miR-27a-5p","TEX43" "CABCOCO1","hsa-miR-27a-5p","CABCOCO1" "C3orf22","hsa-miR-27a-5p","C3orf22" "FBXO40","hsa-miR-27a-5p","FBXO40" -"CDK18","hsa-miR-27a-5p","CDK18" -"GALNT5","hsa-miR-27b-5p","GALNT5" +"AASDHPPT","hsa-miR-27b-5p","AASDHPPT" "ANKRD44","hsa-miR-28-5p","ANKRD44" "DCHS1","hsa-miR-28-5p","DCHS1" +"CYP2C19","hsa-miR-2861","CYP2C19" +"RPSA","hsa-miR-2861","RPSA" "COL18A1","hsa-miR-2909","COL18A1" -"ZNF718","hsa-miR-296-5p","ZNF718" -"CTXN1","hsa-miR-296-5p","CTXN1" -"GPC3","hsa-miR-298","GPC3" +"WBP2NL.1","hsa-miR-296-5p","WBP2NL" +"POLR2B","hsa-miR-296-5p","POLR2B" +"PRKG2","hsa-miR-296-5p","PRKG2" "PTGS2","hsa-miR-298","PTGS2" -"GPSM3","hsa-miR-299-5p","GPSM3" +"GRK6","hsa-miR-299-5p","GRK6" "NR5A1","hsa-miR-299-5p","NR5A1" -"DCTD","hsa-miR-29b-1-5p","DCTD" -"MEAF6","hsa-miR-29b-2-5p","MEAF6" +"PXDC1","hsa-miR-29b-2-5p","PXDC1" "DIAPH2","hsa-miR-29c-5p","DIAPH2" +"CREB3L4","hsa-miR-29c-5p","CREB3L4" "CAGE1","hsa-miR-300","CAGE1" "PDE6B","hsa-miR-300","PDE6B" -"SEC24A","hsa-miR-301a-5p","SEC24A" -"SNRPN","hsa-miR-301a-5p","SNRPN" "IRAK1BP1","hsa-miR-301a-5p","IRAK1BP1" "MPST","hsa-miR-301b-5p","MPST" -"GTF2H1","hsa-miR-302a-5p","GTF2H1" +"IBA57","hsa-miR-301b-5p","IBA57" +"LUZP4","hsa-miR-302a-5p","LUZP4" "OGDH","hsa-miR-302b-5p","OGDH" +"GRAMD2B","hsa-miR-302c-5p","GRAMD2B" "DDX1","hsa-miR-302c-5p","DDX1" "BLOC1S4","hsa-miR-302c-5p","BLOC1S4" "CCND2","hsa-miR-302c-5p","CCND2" "IL1RAPL1","hsa-miR-302f","IL1RAPL1" -"CARD19","hsa-miR-302f","CARD19" "BECN1","hsa-miR-302f","BECN1" "ZNF276","hsa-miR-302f","ZNF276" +"FAM20A","hsa-miR-30a-5p","FAM20A" "FMNL2","hsa-miR-30a-5p","FMNL2" "GNG12","hsa-miR-30a-5p","GNG12" +"ABCF3.1","hsa-miR-30b-5p","ABCF3" +"BIRC6","hsa-miR-30b-5p","BIRC6" "ZNF546","hsa-miR-30c-5p","ZNF546" -"FBXO36","hsa-miR-30c-5p","FBXO36" "PTGES3","hsa-miR-30e-5p","PTGES3" -"COL4A5","hsa-miR-31-5p","COL4A5" "DLGAP4","hsa-miR-31-5p","DLGAP4" +"EFHC1","hsa-miR-31-5p","EFHC1" +"ZNF530","hsa-miR-31-5p","ZNF530" "TIRAP","hsa-miR-31-5p","TIRAP" -"PPA2","hsa-miR-3115","PPA2" -"IL1A","hsa-miR-3117-5p","IL1A" -"ZNF397","hsa-miR-3119","ZNF397" +"ARGLU1","hsa-miR-3116","ARGLU1" +"PGAM4","hsa-miR-3119","PGAM4" +"VDR","hsa-miR-3119","VDR" "CSK","hsa-miR-3119","CSK" "TAS2R4","hsa-miR-3122","TAS2R4" -"DNAJC18","hsa-miR-3123","DNAJC18" -"PPP1R1C","hsa-miR-3124-5p","PPP1R1C" +"NUP88","hsa-miR-3122","NUP88" +"BMF","hsa-miR-3123","BMF" +"TARBP1","hsa-miR-3123","TARBP1" "CTBS","hsa-miR-3124-5p","CTBS" "DUSP22","hsa-miR-3126-5p","DUSP22" "L3HYPDH","hsa-miR-3127-5p","L3HYPDH" -"CELSR1","hsa-miR-3127-5p","CELSR1" "EMC2","hsa-miR-3127-5p","EMC2" -"IL1RL1","hsa-miR-3127-5p","IL1RL1" +"INSYN2B","hsa-miR-3127-5p","INSYN2B" +"TOR1B","hsa-miR-3127-5p","TOR1B" "SRY","hsa-miR-3128","SRY" -"TADA2B","hsa-miR-3129-5p","TADA2B" -"FSCN2","hsa-miR-3130-5p","FSCN2" +"ZMYM5","hsa-miR-3128","ZMYM5" +"CLYBL","hsa-miR-3128","CLYBL" +"OSBPL7","hsa-miR-3130-5p","OSBPL7" "DPF2","hsa-miR-3130-5p","DPF2" "SNU13","hsa-miR-3131","SNU13" -"NAT16","hsa-miR-3131","NAT16" -"CSNK1E","hsa-miR-3133","CSNK1E" -"NFATC3","hsa-miR-3134","NFATC3" -"DHRS13","hsa-miR-3134","DHRS13" +"SHOC1","hsa-miR-3133","SHOC1" "UCN2","hsa-miR-3135a","UCN2" -"LCE2C","hsa-miR-3135a","LCE2C" -"MIGA1","hsa-miR-3136-5p","MIGA1" -"MSH3","hsa-miR-3138","MSH3" -"CATSPER1","hsa-miR-3138","CATSPER1" -"SELE","hsa-miR-3138","SELE" +"RTL8C","hsa-miR-3136-5p","RTL8C" "ANKRD37","hsa-miR-3138","ANKRD37" -"SREK1","hsa-miR-3139","SREK1" -"PCED1A","hsa-miR-3140-5p","PCED1A" -"CCDC121","hsa-miR-3140-5p","CCDC121" +"SLC4A5","hsa-miR-3138","SLC4A5" "TIMELESS","hsa-miR-3141","TIMELESS" "NFX1","hsa-miR-3142","NFX1" -"KLK13","hsa-miR-3143","KLK13" +"C1orf112","hsa-miR-3142","C1orf112" +"AJUBA","hsa-miR-3143","AJUBA" +"CPEB4","hsa-miR-3143","CPEB4" "PRKCE","hsa-miR-3144-5p","PRKCE" -"RIMKLB","hsa-miR-3145-5p","RIMKLB" "SIPA1","hsa-miR-3145-5p","SIPA1" "MT.ND4","hsa-miR-3146","MT-ND4" -"ATRX","hsa-miR-3146","ATRX" +"ANKRD53","hsa-miR-3146","ANKRD53" "TAS2R4.1","hsa-miR-3147","TAS2R4" -"ADARB2.1","hsa-miR-3149","ADARB2" +"ADARB2","hsa-miR-3149","ADARB2" +"DEFA6","hsa-miR-3149","DEFA6" "TOB2","hsa-miR-3149","TOB2" "SERP1","hsa-miR-3149","SERP1" +"ANP32B","hsa-miR-3149","ANP32B" +"PRAP1","hsa-miR-3150b-5p","PRAP1" +"VASP","hsa-miR-3150b-5p","VASP" +"RBM45","hsa-miR-3152-5p","RBM45" +"PARG","hsa-miR-3154","PARG" +"SAYSD1","hsa-miR-3154","SAYSD1" +"CLPTM1","hsa-miR-3155a","CLPTM1" "CPO","hsa-miR-3155b","CPO" -"OR5P3","hsa-miR-3156-5p","OR5P3" -"NEUROD1","hsa-miR-3156-5p","NEUROD1" +"MPST.1","hsa-miR-3156-5p","MPST" +"ZNF492","hsa-miR-3157-5p","ZNF492" +"CCIN","hsa-miR-3157-5p","CCIN" +"RMDN2","hsa-miR-3157-5p","RMDN2" "LRRC39","hsa-miR-3157-5p","LRRC39" +"CCDC153","hsa-miR-3157-5p","CCDC153" "TSSK6","hsa-miR-3159","TSSK6" -"YTHDF2","hsa-miR-3159","YTHDF2" "ZNHIT3","hsa-miR-3160-5p","ZNHIT3" -"ATG4A","hsa-miR-3162-5p","ATG4A" -"ZBTB16.1","hsa-miR-3162-5p","ZBTB16" -"LRPPRC","hsa-miR-3163","LRPPRC" +"ZBTB16","hsa-miR-3162-5p","ZBTB16" +"HMGA2","hsa-miR-3162-5p","HMGA2" +"ZNF23","hsa-miR-3162-5p","ZNF23" "ABITRAM","hsa-miR-3165","ABITRAM" -"MRGPRX3","hsa-miR-3165","MRGPRX3" "TAF8","hsa-miR-3167","TAF8" +"NKX3.1","hsa-miR-3168","NKX3-1" "SFMBT2","hsa-miR-3168","SFMBT2" -"BHLHA15.1","hsa-miR-3168","BHLHA15" +"BHLHA15","hsa-miR-3168","BHLHA15" "RTN4RL1","hsa-miR-3170","RTN4RL1" -"DUSP2","hsa-miR-3173-5p","DUSP2" -"CPNE7","hsa-miR-3174","CPNE7" +"TIMM22","hsa-miR-3174","TIMM22" "MAD2L1BP","hsa-miR-3175","MAD2L1BP" "IGFBP3","hsa-miR-3175","IGFBP3" -"CARHSP1","hsa-miR-3175","CARHSP1" "GPBAR1","hsa-miR-3175","GPBAR1" -"ITPA","hsa-miR-3178","ITPA" +"RAB6C","hsa-miR-3176","RAB6C" +"ATG12","hsa-miR-3179","ATG12" "DAGLB","hsa-miR-3179","DAGLB" -"DDIAS","hsa-miR-3179","DDIAS" +"MDGA1","hsa-miR-3179","MDGA1" +"CAMTA2","hsa-miR-3179","CAMTA2" "H2BC14","hsa-miR-3180","H2BC14" -"ECM1","hsa-miR-3181","ECM1" "SIGLEC14","hsa-miR-3181","SIGLEC14" -"RHBDD2","hsa-miR-3183","RHBDD2" -"EFHC1","hsa-miR-3185","EFHC1" -"TLCD4.RWDD3","hsa-miR-3185","TLCD4-RWDD3" -"KIAA1328","hsa-miR-3186-5p","KIAA1328" -"ACCS","hsa-miR-3186-5p","ACCS" +"NEK11","hsa-miR-3183","NEK11" +"EFHC1.1","hsa-miR-3185","EFHC1" "PROM2","hsa-miR-3187-5p","PROM2" "DYRK1A","hsa-miR-3190-5p","DYRK1A" "AFF2","hsa-miR-3190-5p","AFF2" "OLR1","hsa-miR-3190-5p","OLR1" "PGM2","hsa-miR-3190-5p","PGM2" "LRSAM1","hsa-miR-3191-5p","LRSAM1" -"PAX8","hsa-miR-3191-5p","PAX8" "SERPINB8","hsa-miR-3192-5p","SERPINB8" -"SCN4B","hsa-miR-3192-5p","SCN4B" +"FUT7","hsa-miR-3192-5p","FUT7" +"MIER3","hsa-miR-3192-5p","MIER3" "TNFRSF18","hsa-miR-3192-5p","TNFRSF18" +"SUGP1","hsa-miR-3193","SUGP1" "LRRN4CL","hsa-miR-3193","LRRN4CL" -"FBXW7","hsa-miR-3193","FBXW7" +"OSBPL6","hsa-miR-3194-5p","OSBPL6" +"CEP295NL","hsa-miR-3194-5p","CEP295NL" "SCARF2","hsa-miR-3195","SCARF2" "H1.6","hsa-miR-3195","H1-6" -"RASSF9","hsa-miR-3195","RASSF9" -"FAM47B","hsa-miR-3196","FAM47B" -"TMEM106C","hsa-miR-3197","TMEM106C" -"FA2H","hsa-miR-3198","FA2H" -"RPS21","hsa-miR-3199","RPS21" -"SFRP4","hsa-miR-3199","SFRP4" +"MYO19","hsa-miR-3197","MYO19" +"SPRY4","hsa-miR-3198","SPRY4" "SUPT6H","hsa-miR-3199","SUPT6H" "GCLC","hsa-miR-3199","GCLC" -"NDUFA12","hsa-miR-3199","NDUFA12" "AP5S1","hsa-miR-32-5p","AP5S1" +"TMEM52","hsa-miR-32-5p","TMEM52" +"MRM2","hsa-miR-3201","MRM2" "TSC22D4","hsa-miR-3201","TSC22D4" -"ATP2A2","hsa-miR-3201","ATP2A2" -"SFRP4.1","hsa-miR-3202","SFRP4" -"CCT6B","hsa-miR-3202","CCT6B" -"C1orf167","hsa-miR-3202","C1orf167" +"SFRP4","hsa-miR-3202","SFRP4" +"CAMK2B","hsa-miR-3202","CAMK2B" +"IGSF6","hsa-miR-320b","IGSF6" +"CD163L1","hsa-miR-320b","CD163L1" +"HCAR2","hsa-miR-320b","HCAR2" "SOBP","hsa-miR-320c","SOBP" "RAB8A","hsa-miR-320c","RAB8A" "AQP10","hsa-miR-320c","AQP10" +"CACNA1I","hsa-miR-320d","CACNA1I" "TRIM36","hsa-miR-320d","TRIM36" +"DDX52","hsa-miR-320e","DDX52" "DCDC2","hsa-miR-320e","DCDC2" +"HSD17B1","hsa-miR-320e","HSD17B1" "BCAR1","hsa-miR-323a-5p","BCAR1" "ERCC4","hsa-miR-324-5p","ERCC4" -"LRCH2","hsa-miR-325","LRCH2" -"APBB3","hsa-miR-325","APBB3" "HTR1F","hsa-miR-325","HTR1F" -"WSCD1","hsa-miR-325","WSCD1" -"CBL","hsa-miR-325","CBL" "PIWIL3","hsa-miR-326","PIWIL3" "ENPP2","hsa-miR-328-5p","ENPP2" -"ITPKB","hsa-miR-328-5p","ITPKB" -"DCHS1.1","hsa-miR-329-5p","DCHS1" -"SEPTIN9","hsa-miR-330-5p","SEPTIN9" +"FRY","hsa-miR-329-5p","FRY" +"CYP26B1","hsa-miR-329-5p","CYP26B1" +"SPATA20","hsa-miR-329-5p","SPATA20" "BLVRA","hsa-miR-330-5p","BLVRA" +"PAGR1","hsa-miR-330-5p","PAGR1" +"COL28A1","hsa-miR-331-5p","COL28A1" "TP53AIP1","hsa-miR-335-5p","TP53AIP1" -"NCKAP1","hsa-miR-337-5p","NCKAP1" -"THOC2.1","hsa-miR-338-5p","THOC2" +"UBTD1","hsa-miR-338-5p","UBTD1" "METTL4","hsa-miR-338-5p","METTL4" -"DBNDD1","hsa-miR-338-5p","DBNDD1" "PBOV1","hsa-miR-338-5p","PBOV1" -"RND1","hsa-miR-338-5p","RND1" -"GEMIN6","hsa-miR-339-5p","GEMIN6" -"AXDND1","hsa-miR-339-5p","AXDND1" "BMPR2","hsa-miR-33a-5p","BMPR2" -"CD46.1","hsa-miR-33a-5p","CD46" -"OXCT1","hsa-miR-340-5p","OXCT1" "E2F7","hsa-miR-342-5p","E2F7" -"LMAN2L","hsa-miR-342-5p","LMAN2L" "KPNA3","hsa-miR-345-5p","KPNA3" "LRIG2","hsa-miR-345-5p","LRIG2" "FCGRT","hsa-miR-346","FCGRT" "NFKBIB","hsa-miR-34a-5p","NFKBIB" -"UBE4B","hsa-miR-34a-5p","UBE4B" -"CSE1L","hsa-miR-34a-5p","CSE1L" -"NUPR1.1","hsa-miR-34b-5p","NUPR1" -"NDUFS7.1","hsa-miR-34b-5p","NDUFS7" -"SRY.1","hsa-miR-34c-5p","SRY" -"MEAK7","hsa-miR-3529-5p","MEAK7" -"MRPL52","hsa-miR-3605-5p","MRPL52" +"NDUFS7","hsa-miR-34b-5p","NDUFS7" +"ZNF169","hsa-miR-34c-5p","ZNF169" +"ANAPC13","hsa-miR-34c-5p","ANAPC13" +"KMT2D","hsa-miR-3529-5p","KMT2D" +"XRN2","hsa-miR-3605-5p","XRN2" +"ZBTB9","hsa-miR-3605-5p","ZBTB9" "SCG3","hsa-miR-3605-5p","SCG3" -"NME2","hsa-miR-3605-5p","NME2" -"CDC14B","hsa-miR-3606-5p","CDC14B" +"THUMPD3","hsa-miR-3606-5p","THUMPD3" "OVGP1","hsa-miR-3606-5p","OVGP1" -"PLCB4","hsa-miR-3609","PLCB4" -"LYSMD1","hsa-miR-3609","LYSMD1" -"HSPA5","hsa-miR-3609","HSPA5" -"FBXO25","hsa-miR-361-5p","FBXO25" +"CCDC125","hsa-miR-361-5p","CCDC125" "MIEF2","hsa-miR-3610","MIEF2" -"MPP1","hsa-miR-3610","MPP1" "VWA3B","hsa-miR-3611","VWA3B" "NDUFAF5","hsa-miR-3612","NDUFAF5" "CCDC50","hsa-miR-3613-5p","CCDC50" -"CCN3","hsa-miR-3614-5p","CCN3" -"ST6GAL2","hsa-miR-3614-5p","ST6GAL2" -"NCOA5","hsa-miR-3615","NCOA5" +"EML5","hsa-miR-3615","EML5" "ZXDC","hsa-miR-3616-5p","ZXDC" "CD160","hsa-miR-3617-5p","CD160" -"UCN2.1","hsa-miR-3618","UCN2" -"BCAM","hsa-miR-362-5p","BCAM" +"ALCAM","hsa-miR-3619-5p","ALCAM" +"AXDND1","hsa-miR-362-5p","AXDND1" "HSH2D","hsa-miR-3621","HSH2D" +"TMEM19","hsa-miR-3622a-5p","TMEM19" +"ATP6V1F","hsa-miR-3622a-5p","ATP6V1F" "WBP2","hsa-miR-3622a-5p","WBP2" "GSTM1","hsa-miR-3622a-5p","GSTM1" -"MAP3K15","hsa-miR-3622b-5p","MAP3K15" +"MYO9A","hsa-miR-3622b-5p","MYO9A" +"NYAP2","hsa-miR-3622b-5p","NYAP2" "SRPK3","hsa-miR-363-5p","SRPK3" -"MYF5","hsa-miR-3649","MYF5" +"SLC2A10","hsa-miR-3648","SLC2A10" +"SLC25A28","hsa-miR-3649","SLC25A28" +"DNAJC4","hsa-miR-3650","DNAJC4" "EIF3C","hsa-miR-3651","EIF3C" -"TGFB2","hsa-miR-3651","TGFB2" -"RNF207","hsa-miR-3651","RNF207" "HLA.F","hsa-miR-3654","HLA-F" -"RSPH3","hsa-miR-3654","RSPH3" "TNFAIP8","hsa-miR-3655","TNFAIP8" "NAMPT","hsa-miR-3658","NAMPT" "GAGE12B","hsa-miR-3659","GAGE12B" "FCN2","hsa-miR-365a-5p","FCN2" -"MEF2A","hsa-miR-365a-5p","MEF2A" +"CECR2","hsa-miR-3660","CECR2" "OR7A5","hsa-miR-3661","OR7A5" -"TMEM260","hsa-miR-3662","TMEM260" "BET1","hsa-miR-3662","BET1" "PTCD2","hsa-miR-3662","PTCD2" "PRAMEF9","hsa-miR-3664-5p","PRAMEF9" "DBNL","hsa-miR-3664-5p","DBNL" -"FARSA","hsa-miR-3667-5p","FARSA" +"USP9X","hsa-miR-3665","USP9X" +"TMEM232","hsa-miR-3666","TMEM232" +"MIS18A","hsa-miR-3667-5p","MIS18A" +"RPL22L1","hsa-miR-3667-5p","RPL22L1" +"CACNB2","hsa-miR-3667-5p","CACNB2" "NPY","hsa-miR-3668","NPY" "SIRT2","hsa-miR-367-5p","SIRT2" "PARP9","hsa-miR-3670","PARP9" -"CSTB","hsa-miR-3671","CSTB" -"GAL3ST1","hsa-miR-3672","GAL3ST1" +"DYDC1","hsa-miR-3672","DYDC1" +"ESX1","hsa-miR-3674","ESX1" +"OPN1MW2","hsa-miR-3674","OPN1MW2" "SLX1A","hsa-miR-3674","SLX1A" "SPRR2A","hsa-miR-3674","SPRR2A" "IPCEF1","hsa-miR-3675-5p","IPCEF1" -"ARHGEF5","hsa-miR-3681-5p","ARHGEF5" -"COP1","hsa-miR-3681-5p","COP1" -"NT5C3B","hsa-miR-3681-5p","NT5C3B" "NR4A2","hsa-miR-3682-5p","NR4A2" "ADRA2A","hsa-miR-3683","ADRA2A" -"ZNF451","hsa-miR-3683","ZNF451" -"UTP14C","hsa-miR-3684","UTP14C" -"RXRA","hsa-miR-3684","RXRA" -"PTGER3","hsa-miR-3684","PTGER3" -"SPINK6","hsa-miR-3689a-5p","SPINK6" -"DPRX","hsa-miR-3689a-5p","DPRX" -"SCNM1","hsa-miR-3689d","SCNM1" +"TIA1","hsa-miR-3684","TIA1" +"PSMC6","hsa-miR-3688-5p","PSMC6" +"NPVF","hsa-miR-3689a-5p","NPVF" "PPP1R3G","hsa-miR-3689d","PPP1R3G" -"QPCT","hsa-miR-369-5p","QPCT" -"NEMP1","hsa-miR-3690","NEMP1" -"DMGDH","hsa-miR-3691-5p","DMGDH" +"SF3B2","hsa-miR-3692-5p","SF3B2" "ZNF652","hsa-miR-3692-5p","ZNF652" +"SRP72","hsa-miR-3692-5p","SRP72" "C5orf46","hsa-miR-370-5p","C5orf46" "TSKU","hsa-miR-370-5p","TSKU" -"SLC25A51","hsa-miR-3713","SLC25A51" -"PIK3R3","hsa-miR-3713","PIK3R3" +"SPON2","hsa-miR-370-5p","SPON2" "NMNAT1","hsa-miR-3714","NMNAT1" "SPRR2A.1","hsa-miR-3714","SPRR2A" "TRIM51","hsa-miR-371a-5p","TRIM51" -"CABYR","hsa-miR-371a-5p","CABYR" -"INHBC","hsa-miR-371a-5p","INHBC" +"BTBD2","hsa-miR-371a-5p","BTBD2" +"FOSB","hsa-miR-371a-5p","FOSB" +"FOXJ2","hsa-miR-371a-5p","FOXJ2" +"UBAP2L","hsa-miR-371a-5p","UBAP2L" "KCNK16","hsa-miR-371b-5p","KCNK16" +"POP7","hsa-miR-371b-5p","POP7" +"ATP6V1A","hsa-miR-371b-5p","ATP6V1A" +"SLC2A4","hsa-miR-372-5p","SLC2A4" "SPAG8","hsa-miR-372-5p","SPAG8" -"SLITRK4","hsa-miR-374c-5p","SLITRK4" -"MEAK7.1","hsa-miR-374c-5p","MEAK7" -"XCL2","hsa-miR-374c-5p","XCL2" +"CD44","hsa-miR-372-5p","CD44" +"MEAK7","hsa-miR-374c-5p","MEAK7" +"IL16","hsa-miR-374c-5p","IL16" "LOXL2","hsa-miR-376a-2-5p","LOXL2" "EFS","hsa-miR-376a-2-5p","EFS" "COL6A1","hsa-miR-376a-2-5p","COL6A1" -"ERLEC1","hsa-miR-376a-2-5p","ERLEC1" "EVI5","hsa-miR-376a-2-5p","EVI5" +"HLA.A","hsa-miR-376a-5p","HLA-A" "TNNT1","hsa-miR-376a-5p","TNNT1" -"GPN1","hsa-miR-376b-5p","GPN1" +"WNT6","hsa-miR-376a-5p","WNT6" "P2RY10","hsa-miR-376c-5p","P2RY10" -"GPR85","hsa-miR-376c-5p","GPR85" +"COX7A1","hsa-miR-377-5p","COX7A1" "DEXI","hsa-miR-377-5p","DEXI" -"MAP3K1","hsa-miR-378a-5p","MAP3K1" +"PABPN1","hsa-miR-378a-5p","PABPN1" "TMEM61","hsa-miR-378b","TMEM61" -"ZYG11B","hsa-miR-378b","ZYG11B" +"KHNYN","hsa-miR-378b","KHNYN" "C5orf63","hsa-miR-378b","C5orf63" "LPAR5","hsa-miR-378b","LPAR5" "SCN2A","hsa-miR-378b","SCN2A" -"DR1","hsa-miR-378c","DR1" -"SNCA","hsa-miR-378d","SNCA" "ACTRT3","hsa-miR-378d","ACTRT3" "P3H4","hsa-miR-378d","P3H4" "IGFBP6","hsa-miR-378e","IGFBP6" -"FLVCR1","hsa-miR-378e","FLVCR1" "PLXDC1","hsa-miR-378e","PLXDC1" +"KLHL42","hsa-miR-378e","KLHL42" +"NECTIN3","hsa-miR-378f","NECTIN3" "GBF1","hsa-miR-378f","GBF1" -"SMARCC2","hsa-miR-378f","SMARCC2" "NDUFAF5.1","hsa-miR-378g","NDUFAF5" "SLC45A3","hsa-miR-378g","SLC45A3" "ZNF10","hsa-miR-378g","ZNF10" -"PITPNM2","hsa-miR-378g","PITPNM2" "MED14","hsa-miR-378h","MED14" "CLOCK","hsa-miR-378h","CLOCK" -"ZFP36","hsa-miR-378i","ZFP36" -"CHPT1","hsa-miR-378i","CHPT1" +"TEX29","hsa-miR-378h","TEX29" "ZBTB44","hsa-miR-378i","ZBTB44" +"DNAJB4","hsa-miR-378j","DNAJB4" +"DNAJC18","hsa-miR-380-5p","DNAJC18" +"FOXL2","hsa-miR-380-5p","FOXL2" +"HNRNPCL1","hsa-miR-381-5p","HNRNPCL1" "MGAT4B","hsa-miR-381-5p","MGAT4B" -"LAMP3","hsa-miR-381-5p","LAMP3" -"TMPRSS3","hsa-miR-382-5p","TMPRSS3" +"AIF1L","hsa-miR-381-5p","AIF1L" +"HYAL3","hsa-miR-381-5p","HYAL3" +"BMP4","hsa-miR-383-5p","BMP4" +"FAM83F","hsa-miR-383-5p","FAM83F" "ANKRD66","hsa-miR-384","ANKRD66" -"SGCB","hsa-miR-3907","SGCB" "ZNF24","hsa-miR-3908","ZNF24" "CENPM","hsa-miR-3908","CENPM" -"SH3GL1","hsa-miR-3908","SH3GL1" "XKR3","hsa-miR-3911","XKR3" -"HRAS","hsa-miR-3912-5p","HRAS" -"TAL1","hsa-miR-3912-5p","TAL1" -"GOLGA6L4","hsa-miR-3915","GOLGA6L4" -"PTX4","hsa-miR-3916","PTX4" -"MT.ND4.1","hsa-miR-3917","MT-ND4" -"TTPAL","hsa-miR-3918","TTPAL" -"PDE4C","hsa-miR-3918","PDE4C" +"HPF1","hsa-miR-3915","HPF1" +"QDPR","hsa-miR-3916","QDPR" +"HDAC9","hsa-miR-3916","HDAC9" +"SLC46A2","hsa-miR-3919","SLC46A2" "LIAS","hsa-miR-3919","LIAS" -"ZNF358","hsa-miR-3920","ZNF358" +"MAPK10","hsa-miR-3920","MAPK10" "TIMM50","hsa-miR-3922-5p","TIMM50" "OR10Q1","hsa-miR-3923","OR10Q1" -"BNIP3","hsa-miR-3923","BNIP3" -"CNRIP1","hsa-miR-3923","CNRIP1" +"STAB1","hsa-miR-3923","STAB1" +"MCMDC2","hsa-miR-3924","MCMDC2" "GPATCH2","hsa-miR-3924","GPATCH2" "C12orf73","hsa-miR-3924","C12orf73" -"WFDC11","hsa-miR-3927-5p","WFDC11" -"DEFA5","hsa-miR-3927-5p","DEFA5" -"GSN.1","hsa-miR-3927-5p","GSN" +"SLCO1B1","hsa-miR-3925-5p","SLCO1B1" +"ANKRD53.1","hsa-miR-3925-5p","ANKRD53" +"DPRX.1","hsa-miR-3927-5p","DPRX" +"INPP5E.1","hsa-miR-3929","INPP5E" "CCDC17","hsa-miR-3934-5p","CCDC17" -"CLDN2","hsa-miR-3935","CLDN2" -"LRRK2","hsa-miR-3935","LRRK2" -"MOCS3","hsa-miR-3936","MOCS3" -"NAT14","hsa-miR-3936","NAT14" -"CYSLTR2","hsa-miR-3937","CYSLTR2" "FZD2","hsa-miR-3937","FZD2" "HSPD1","hsa-miR-3938","HSPD1" "H2AX","hsa-miR-3939","H2AX" -"ECHDC2.1","hsa-miR-3941","ECHDC2" "RTKN2","hsa-miR-3941","RTKN2" -"FNBP4.1","hsa-miR-3942-5p","FNBP4" +"PDE6C","hsa-miR-3941","PDE6C" +"FNBP4","hsa-miR-3942-5p","FNBP4" "SZT2","hsa-miR-3942-5p","SZT2" "DDTL","hsa-miR-3943","DDTL" -"EFEMP1","hsa-miR-3943","EFEMP1" -"FBXO24","hsa-miR-3945","FBXO24" +"CEACAM4","hsa-miR-3944-5p","CEACAM4" +"CACHD1","hsa-miR-3944-5p","CACHD1" "CARD11","hsa-miR-3945","CARD11" -"RAD23A","hsa-miR-3960","RAD23A" -"MYSM1","hsa-miR-3960","MYSM1" -"OXT","hsa-miR-3972","OXT" +"ASTN2","hsa-miR-3960","ASTN2" +"SPATA6L","hsa-miR-3960","SPATA6L" "H2AJ","hsa-miR-3972","H2AJ" "ATP5IF1","hsa-miR-3975","ATP5IF1" "ST6GALNAC6","hsa-miR-3975","ST6GALNAC6" -"CNOT2","hsa-miR-3975","CNOT2" "CAPN6","hsa-miR-3976","CAPN6" +"ZNF532","hsa-miR-3977","ZNF532" +"ESPL1","hsa-miR-3977","ESPL1" "MAP3K10","hsa-miR-3978","MAP3K10" +"MTRR","hsa-miR-409-5p","MTRR" "TRNP1","hsa-miR-409-5p","TRNP1" -"TAOK1","hsa-miR-411-5p","TAOK1" +"TAL1","hsa-miR-409-5p","TAL1" "PHLDA2","hsa-miR-412-5p","PHLDA2" -"C18orf32","hsa-miR-412-5p","C18orf32" -"TAS2R19","hsa-miR-424-5p","TAS2R19" +"ERGIC2","hsa-miR-412-5p","ERGIC2" +"COMMD5","hsa-miR-422a","COMMD5" "COX5A","hsa-miR-424-5p","COX5A" "GASK1B","hsa-miR-424-5p","GASK1B" -"CFAP45","hsa-miR-424-5p","CFAP45" -"ROBO1","hsa-miR-424-5p","ROBO1" +"ROBO1.1","hsa-miR-424-5p","ROBO1" +"WDR6","hsa-miR-425-5p","WDR6" "PABPC1L","hsa-miR-4251","PABPC1L" -"PTCD2.1","hsa-miR-4251","PTCD2" -"CCDC121.1","hsa-miR-4253","CCDC121" +"CCDC121","hsa-miR-4253","CCDC121" "C12orf75","hsa-miR-4254","C12orf75" -"TIMM22","hsa-miR-4256","TIMM22" -"SPRYD4","hsa-miR-4256","SPRYD4" -"CDH24","hsa-miR-4256","CDH24" +"KRT222","hsa-miR-4255","KRT222" "POF1B","hsa-miR-4258","POF1B" "PLD5","hsa-miR-4258","PLD5" "MCEMP1","hsa-miR-4258","MCEMP1" -"MYH7B","hsa-miR-4260","MYH7B" -"SEC61B","hsa-miR-4260","SEC61B" -"KMT2D","hsa-miR-4260","KMT2D" "SNAPC5","hsa-miR-4261","SNAPC5" +"ZNF697","hsa-miR-4262","ZNF697" "RPL27A","hsa-miR-4262","RPL27A" +"TNFSF10","hsa-miR-4263","TNFSF10" +"INSL6","hsa-miR-4263","INSL6" +"KLKB1","hsa-miR-4263","KLKB1" +"MRPS17","hsa-miR-4265","MRPS17" "OR13C4","hsa-miR-4265","OR13C4" +"AGK","hsa-miR-4266","AGK" +"P2RX7","hsa-miR-4266","P2RX7" "RLN3","hsa-miR-4267","RLN3" "ZNF773","hsa-miR-4268","ZNF773" -"CARD10","hsa-miR-4269","CARD10" +"CALHM1","hsa-miR-4268","CALHM1" +"LRPAP1","hsa-miR-4269","LRPAP1" "RSPH1","hsa-miR-4270","RSPH1" +"CABYR","hsa-miR-4270","CABYR" "PRR22","hsa-miR-4270","PRR22" "PAPPA2","hsa-miR-4271","PAPPA2" "IRF2BP1","hsa-miR-4272","IRF2BP1" "GHITM","hsa-miR-4272","GHITM" "IRAK1BP1.1","hsa-miR-4272","IRAK1BP1" -"MOGS.1","hsa-miR-4272","MOGS" +"MOGS","hsa-miR-4272","MOGS" +"TMEM132E","hsa-miR-4273","TMEM132E" +"ARL15","hsa-miR-4273","ARL15" "LSR","hsa-miR-4273","LSR" -"RNASEH1","hsa-miR-4274","RNASEH1" -"FBXL2.1","hsa-miR-4274","FBXL2" +"FBXL2","hsa-miR-4274","FBXL2" "ZRANB1","hsa-miR-4274","ZRANB1" "KIF1A","hsa-miR-4274","KIF1A" -"BBS2","hsa-miR-4275","BBS2" +"SPIN2B","hsa-miR-4275","SPIN2B" +"TNPO2","hsa-miR-4275","TNPO2" "OR2C3","hsa-miR-4275","OR2C3" -"HOXA10","hsa-miR-4277","HOXA10" +"GCLM","hsa-miR-4277","GCLM" +"INTS9","hsa-miR-4278","INTS9" "NLRC5","hsa-miR-4278","NLRC5" -"ANKRD22","hsa-miR-4279","ANKRD22" -"DHH","hsa-miR-4279","DHH" +"MLLT11","hsa-miR-4279","MLLT11" +"CR2","hsa-miR-4279","CR2" "MED15","hsa-miR-4280","MED15" "ST8SIA1","hsa-miR-4281","ST8SIA1" "PISD","hsa-miR-4282","PISD" "STPG4","hsa-miR-4282","STPG4" +"H4C7","hsa-miR-4284","H4C7" +"VAC14","hsa-miR-4285","VAC14" "SYTL3","hsa-miR-4285","SYTL3" -"IQCK","hsa-miR-4285","IQCK" +"CSNK1E","hsa-miR-4288","CSNK1E" "VPS52","hsa-miR-4289","VPS52" -"IGFL3","hsa-miR-4289","IGFL3" +"TBC1D32","hsa-miR-4289","TBC1D32" +"AMTN","hsa-miR-4289","AMTN" +"XCL2","hsa-miR-429","XCL2" "ST14","hsa-miR-429","ST14" "IQCN","hsa-miR-429","IQCN" -"EVI5L","hsa-miR-429","EVI5L" -"IGSF22","hsa-miR-429","IGSF22" "CYB5R4","hsa-miR-4290","CYB5R4" -"TMEM74B","hsa-miR-4290","TMEM74B" "TNFAIP6","hsa-miR-4290","TNFAIP6" -"SP110","hsa-miR-4290","SP110" -"FAM81B","hsa-miR-4292","FAM81B" "RNASEK","hsa-miR-4292","RNASEK" "ARL4D","hsa-miR-4293","ARL4D" "LIX1","hsa-miR-4294","LIX1" "POLDIP2","hsa-miR-4294","POLDIP2" -"VEGFA","hsa-miR-4294","VEGFA" +"CDC42SE2","hsa-miR-4294","CDC42SE2" +"ENGASE","hsa-miR-4294","ENGASE" +"PIGN","hsa-miR-4295","PIGN" "ZNF586","hsa-miR-4295","ZNF586" +"DDRGK1","hsa-miR-4297","DDRGK1" +"SNTA1","hsa-miR-4297","SNTA1" +"CDC7","hsa-miR-4298","CDC7" "ST3GAL6","hsa-miR-4298","ST3GAL6" -"SLAMF6","hsa-miR-4299","SLAMF6" "MAP3K6","hsa-miR-4299","MAP3K6" -"CCDC88B","hsa-miR-4300","CCDC88B" +"FA2H","hsa-miR-4301","FA2H" "MBNL3","hsa-miR-4301","MBNL3" -"CCS","hsa-miR-4301","CCS" "AVPR1B","hsa-miR-4301","AVPR1B" +"RFX3","hsa-miR-4302","RFX3" +"BLOC1S2","hsa-miR-4304","BLOC1S2" +"PARS2","hsa-miR-4306","PARS2" +"SAGE1","hsa-miR-4306","SAGE1" +"EML5.1","hsa-miR-4308","EML5" "TLN2","hsa-miR-4308","TLN2" "SRPRA","hsa-miR-4309","SRPRA" -"LKAAEAR1","hsa-miR-431-5p","LKAAEAR1" -"NES","hsa-miR-431-5p","NES" -"APOBEC3D","hsa-miR-4310","APOBEC3D" -"PPM1F","hsa-miR-4310","PPM1F" -"DCTD.1","hsa-miR-4310","DCTD" -"YY2","hsa-miR-4311","YY2" +"ZNHIT6","hsa-miR-4311","ZNHIT6" "DND1","hsa-miR-4311","DND1" -"EIF2AK2","hsa-miR-4315","EIF2AK2" -"C4orf45","hsa-miR-4316","C4orf45" -"SLC35A3","hsa-miR-4316","SLC35A3" +"TOB2.1","hsa-miR-4313","TOB2" +"BOLA2","hsa-miR-4313","BOLA2" "SCNN1A","hsa-miR-4316","SCNN1A" -"FRMD4A","hsa-miR-4317","FRMD4A" -"CD244.1","hsa-miR-4319","CD244" -"PRKAR2B","hsa-miR-432-5p","PRKAR2B" -"PRKACB","hsa-miR-432-5p","PRKACB" -"KCNB1","hsa-miR-4320","KCNB1" +"ACD","hsa-miR-4316","ACD" +"SEC24A","hsa-miR-432-5p","SEC24A" +"IL22","hsa-miR-4320","IL22" +"RUBCNL","hsa-miR-4322","RUBCNL" "TAS2R30","hsa-miR-4324","TAS2R30" -"CHST6","hsa-miR-4325","CHST6" -"ST6GAL1","hsa-miR-4325","ST6GAL1" +"BIK","hsa-miR-4324","BIK" +"DAGLA","hsa-miR-4324","DAGLA" "TET3","hsa-miR-4325","TET3" -"NMNAT3","hsa-miR-4326","NMNAT3" -"LSS","hsa-miR-4327","LSS" -"COX16","hsa-miR-4327","COX16" -"PRDM8","hsa-miR-4327","PRDM8" +"UTP14A","hsa-miR-4326","UTP14A" +"ERCC2","hsa-miR-4327","ERCC2" "FCRL5","hsa-miR-4327","FCRL5" "LRRC69","hsa-miR-4328","LRRC69" "SPRR2D","hsa-miR-4328","SPRR2D" @@ -804,290 +790,294 @@ "HTN1","hsa-miR-433-5p","HTN1" "BAZ2B","hsa-miR-433-5p","BAZ2B" "SDR39U1","hsa-miR-4330","SDR39U1" -"SMO","hsa-miR-4330","SMO" -"TSR2","hsa-miR-4418","TSR2" +"ZNF766","hsa-miR-4418","ZNF766" "ZMYND19","hsa-miR-4420","ZMYND19" "LILRB1","hsa-miR-4421","LILRB1" +"TMF1","hsa-miR-4421","TMF1" "POU2F1","hsa-miR-4421","POU2F1" -"TLNRD1","hsa-miR-4421","TLNRD1" -"ZNF467","hsa-miR-4423-5p","ZNF467" +"H3C4","hsa-miR-4421","H3C4" "FSTL1","hsa-miR-4424","FSTL1" +"SLC3A2","hsa-miR-4424","SLC3A2" "GNPDA1","hsa-miR-4427","GNPDA1" -"SCARF2.1","hsa-miR-4429","SCARF2" "PIGQ","hsa-miR-4429","PIGQ" "KHDC1L.1","hsa-miR-4430","KHDC1L" -"VCPKMT","hsa-miR-4431","VCPKMT" +"CD79B","hsa-miR-4431","CD79B" +"TSPYL4.1","hsa-miR-4432","TSPYL4" "PDPR","hsa-miR-4432","PDPR" -"CFHR2","hsa-miR-4432","CFHR2" -"MAMDC2","hsa-miR-4433a-5p","MAMDC2" "WTIP","hsa-miR-4433a-5p","WTIP" -"FAM102B","hsa-miR-4433a-5p","FAM102B" -"RGL4","hsa-miR-4435","RGL4" +"H3C10","hsa-miR-4433a-5p","H3C10" +"MBOAT7","hsa-miR-4436a","MBOAT7" +"CIB2","hsa-miR-4436a","CIB2" "WDR5B","hsa-miR-4436a","WDR5B" -"RIN1","hsa-miR-4437","RIN1" -"MUC16","hsa-miR-4438","MUC16" -"IFNB1","hsa-miR-4439","IFNB1" -"TGS1","hsa-miR-4442","TGS1" +"GZMA","hsa-miR-4438","GZMA" "ENDOU","hsa-miR-4442","ENDOU" "ZNF329","hsa-miR-4442","ZNF329" -"PLGLB1","hsa-miR-4442","PLGLB1" -"IAH1","hsa-miR-4443","IAH1" -"GRK2","hsa-miR-4446-5p","GRK2" -"KNOP1.2","hsa-miR-4446-5p","KNOP1" -"INTS5","hsa-miR-4447","INTS5" +"KLHL29","hsa-miR-4442","KLHL29" +"LTA4H","hsa-miR-4445-5p","LTA4H" +"INTS4","hsa-miR-4445-5p","INTS4" "FZD1","hsa-miR-4448","FZD1" "ERC1","hsa-miR-4449","ERC1" -"RPL3","hsa-miR-4450","RPL3" "TLR7","hsa-miR-4450","TLR7" -"LRCH1","hsa-miR-4451","LRCH1" +"TPD52L1","hsa-miR-4453","TPD52L1" +"SIPA1L2","hsa-miR-4453","SIPA1L2" "AHSA1","hsa-miR-4454","AHSA1" -"CHMP6","hsa-miR-4454","CHMP6" -"TMEM97","hsa-miR-4455","TMEM97" +"TMED3","hsa-miR-4455","TMED3" "TENT5B","hsa-miR-4455","TENT5B" +"PRKACA","hsa-miR-4456","PRKACA" "IFT20","hsa-miR-4456","IFT20" -"LARGE2","hsa-miR-4457","LARGE2" +"HS3ST1","hsa-miR-4457","HS3ST1" +"BOLA3","hsa-miR-4457","BOLA3" "RNFT1","hsa-miR-4460","RNFT1" -"CCDC170","hsa-miR-4462","CCDC170" +"BRSK2","hsa-miR-4462","BRSK2" +"MAP3K14","hsa-miR-4462","MAP3K14" "DNASE2","hsa-miR-4463","DNASE2" +"HTN3","hsa-miR-4464","HTN3" "PHETA2","hsa-miR-4464","PHETA2" +"LNPK","hsa-miR-4464","LNPK" "DENND6B","hsa-miR-4465","DENND6B" "LEPROT","hsa-miR-4465","LEPROT" +"OTUD5","hsa-miR-4465","OTUD5" "KMT2C","hsa-miR-4465","KMT2C" "SS18L2","hsa-miR-4465","SS18L2" "POLG","hsa-miR-4465","POLG" -"LILRA5","hsa-miR-4467","LILRA5" -"RAP2A","hsa-miR-4467","RAP2A" +"IL37","hsa-miR-4466","IL37" "SPACA9","hsa-miR-4467","SPACA9" -"RBM12B","hsa-miR-4467","RBM12B" +"RBM12B.1","hsa-miR-4467","RBM12B" +"CDCA4","hsa-miR-4468","CDCA4" +"SLC10A5","hsa-miR-4468","SLC10A5" "TMEM147","hsa-miR-4469","TMEM147" "CCSER2","hsa-miR-4470","CCSER2" -"FBXW4.1","hsa-miR-4473","FBXW4" +"MEIS3","hsa-miR-4470","MEIS3" +"SSB","hsa-miR-4472","SSB" +"GALNT7","hsa-miR-4472","GALNT7" +"INTS2","hsa-miR-4472","INTS2" +"TCEAL9","hsa-miR-4473","TCEAL9" +"FBXW4","hsa-miR-4473","FBXW4" "ALG14","hsa-miR-4473","ALG14" "GALNT2","hsa-miR-4473","GALNT2" "CSNK1G1","hsa-miR-4473","CSNK1G1" -"GGA2","hsa-miR-4473","GGA2" -"CARD11.1","hsa-miR-4473","CARD11" "ZC3H4","hsa-miR-4473","ZC3H4" "ZSCAN18","hsa-miR-4474-5p","ZSCAN18" +"ELP5","hsa-miR-4475","ELP5" "IRX2","hsa-miR-4475","IRX2" -"PSMC5","hsa-miR-4475","PSMC5" -"PRKACA","hsa-miR-4477a","PRKACA" +"PDE7B","hsa-miR-4476","PDE7B" +"OR2L2","hsa-miR-4476","OR2L2" +"PRKACA.1","hsa-miR-4477a","PRKACA" "MMP19","hsa-miR-4477a","MMP19" "KLHDC8B","hsa-miR-4477a","KLHDC8B" "METTL7A","hsa-miR-4477a","METTL7A" +"CCDC85C","hsa-miR-4477b","CCDC85C" "NDST4","hsa-miR-4477b","NDST4" -"PLCG1.1","hsa-miR-4477b","PLCG1" -"DEFB105A","hsa-miR-4477b","DEFB105A" +"ZCCHC24","hsa-miR-4477b","ZCCHC24" +"ZSCAN18.1","hsa-miR-4477b","ZSCAN18" +"CPNE9","hsa-miR-4477b","CPNE9" "SPATA5L1","hsa-miR-4478","SPATA5L1" +"LRP1","hsa-miR-4479","LRP1" "ZDHHC24","hsa-miR-448","ZDHHC24" -"GTSF1.1","hsa-miR-4481","GTSF1" -"PIPOX","hsa-miR-4481","PIPOX" +"ATPSCKMT","hsa-miR-4480","ATPSCKMT" "GAL","hsa-miR-4483","GAL" "ST3GAL4","hsa-miR-4483","ST3GAL4" -"POLG2","hsa-miR-4484","POLG2" -"PIP5KL1","hsa-miR-4487","PIP5KL1" +"ITGA2B","hsa-miR-4483","ITGA2B" "ADAMTSL1","hsa-miR-4487","ADAMTSL1" -"CDC73","hsa-miR-4487","CDC73" -"OSBPL8","hsa-miR-4489","OSBPL8" +"METTL23","hsa-miR-4489","METTL23" +"TERF2IP","hsa-miR-4490","TERF2IP" +"PAX5.1","hsa-miR-4491","PAX5" "STEAP1B","hsa-miR-4491","STEAP1B" "FAM167A","hsa-miR-4492","FAM167A" -"RPGR","hsa-miR-4492","RPGR" "FAM174A","hsa-miR-4493","FAM174A" +"DSP","hsa-miR-4493","DSP" +"ZNF322","hsa-miR-4495","ZNF322" +"SERTAD1","hsa-miR-4495","SERTAD1" "RASSF7","hsa-miR-4496","RASSF7" "DLL1","hsa-miR-4496","DLL1" -"GHRH","hsa-miR-449b-5p","GHRH" -"SPRR2A.2","hsa-miR-449b-5p","SPRR2A" +"SLC35E3","hsa-miR-4497","SLC35E3" +"ABCA4","hsa-miR-4499","ABCA4" +"ZNF627","hsa-miR-449b-5p","ZNF627" "TNFAIP8L2","hsa-miR-4500","TNFAIP8L2" -"FBXL18","hsa-miR-4500","FBXL18" -"HAP1","hsa-miR-4501","HAP1" -"TSC22D1","hsa-miR-4502","TSC22D1" -"MANF","hsa-miR-4503","MANF" -"KNTC1","hsa-miR-4503","KNTC1" -"OR8K5","hsa-miR-4506","OR8K5" +"TRIM62","hsa-miR-4500","TRIM62" +"LSM14B","hsa-miR-4501","LSM14B" +"ZNF283","hsa-miR-4504","ZNF283" +"SYNGR4","hsa-miR-4504","SYNGR4" +"SLC9A3","hsa-miR-4505","SLC9A3" +"CYB561A3","hsa-miR-4506","CYB561A3" "HINFP","hsa-miR-4506","HINFP" +"LRPPRC","hsa-miR-4506","LRPPRC" "VSTM2A","hsa-miR-4507","VSTM2A" "ANTXR1","hsa-miR-4507","ANTXR1" -"HSP90B1","hsa-miR-4507","HSP90B1" -"SH3BGR","hsa-miR-4509","SH3BGR" -"TAFA5","hsa-miR-450a-5p","TAFA5" -"MAN1A1","hsa-miR-450a-5p","MAN1A1" +"GPATCH11","hsa-miR-4509","GPATCH11" "YME1L1","hsa-miR-450a-5p","YME1L1" -"FPR1","hsa-miR-450b-5p","FPR1" +"STAT4","hsa-miR-450b-5p","STAT4" +"NUDT21","hsa-miR-450b-5p","NUDT21" "LDOC1","hsa-miR-4510","LDOC1" -"NMT2","hsa-miR-4511","NMT2" -"TRIM63","hsa-miR-4511","TRIM63" -"OR2M2","hsa-miR-4511","OR2M2" -"VPS35","hsa-miR-4512","VPS35" -"DLX6","hsa-miR-4512","DLX6" -"CD59","hsa-miR-4513","CD59" -"SLC30A4","hsa-miR-4514","SLC30A4" +"CD70","hsa-miR-4510","CD70" +"IQCA1","hsa-miR-4510","IQCA1" +"FSD1","hsa-miR-4510","FSD1" +"ZBTB46","hsa-miR-4512","ZBTB46" +"SMCO4","hsa-miR-4513","SMCO4" +"SORBS1","hsa-miR-4513","SORBS1" +"SIGLEC15","hsa-miR-4514","SIGLEC15" "ZBTB1","hsa-miR-4518","ZBTB1" "JAZF1","hsa-miR-4518","JAZF1" "NCF2","hsa-miR-4518","NCF2" "CCDC116","hsa-miR-4519","CCDC116" +"NUB1","hsa-miR-4519","NUB1" +"HS3ST2","hsa-miR-451a","HS3ST2" "BMP5","hsa-miR-451a","BMP5" -"ANKRD6","hsa-miR-451b","ANKRD6" -"ISLR","hsa-miR-452-5p","ISLR" +"SLC4A1","hsa-miR-451a","SLC4A1" "SLC25A1","hsa-miR-452-5p","SLC25A1" "HELZ2","hsa-miR-4520-5p","HELZ2" +"ATXN2","hsa-miR-4520-5p","ATXN2" "SLC12A5.1","hsa-miR-4521","SLC12A5" "POF1B.1","hsa-miR-4522","POF1B" -"FEM1B","hsa-miR-4524a-5p","FEM1B" "AOC3","hsa-miR-4524a-5p","AOC3" +"KANK1","hsa-miR-4524a-5p","KANK1" +"ARPC1A","hsa-miR-4524a-5p","ARPC1A" "SCGB1D1","hsa-miR-4524b-5p","SCGB1D1" +"LIN7C","hsa-miR-4524b-5p","LIN7C" "CCDC43","hsa-miR-4524b-5p","CCDC43" "BGLAP","hsa-miR-4524b-5p","BGLAP" -"CAPRIN1","hsa-miR-4524b-5p","CAPRIN1" -"ARV1","hsa-miR-4525","ARV1" +"CEP19","hsa-miR-4525","CEP19" "EFNA1","hsa-miR-4527","EFNA1" "CAND1","hsa-miR-4528","CAND1" "PLAA","hsa-miR-4528","PLAA" "B3GNT7","hsa-miR-4528","B3GNT7" "CLSTN2","hsa-miR-4530","CLSTN2" "C18orf54","hsa-miR-4531","C18orf54" +"C11orf94","hsa-miR-4531","C11orf94" +"ZNF550","hsa-miR-4531","ZNF550" "BDP1","hsa-miR-4533","BDP1" +"RARA","hsa-miR-4533","RARA" "MT.CO3","hsa-miR-4535","MT-CO3" -"DOCK1","hsa-miR-4536-5p","DOCK1" -"HSPB6","hsa-miR-4536-5p","HSPB6" +"ZNF875","hsa-miR-4535","ZNF875" +"TMF1.1","hsa-miR-4536-5p","TMF1" +"CEBPZOS","hsa-miR-4536-5p","CEBPZOS" "HCFC1R1","hsa-miR-4536-5p","HCFC1R1" -"NUP88","hsa-miR-4536-5p","NUP88" -"CROCC","hsa-miR-4537","CROCC" -"NAPEPLD","hsa-miR-4538","NAPEPLD" -"MTG1","hsa-miR-4540","MTG1" -"GAS1","hsa-miR-455-5p","GAS1" -"LCN1","hsa-miR-455-5p","LCN1" +"PLA2G2E","hsa-miR-4536-5p","PLA2G2E" +"NUP88.1","hsa-miR-4536-5p","NUP88" +"DDIAS","hsa-miR-454-5p","DDIAS" +"FLAD1","hsa-miR-454-5p","FLAD1" +"XAGE2","hsa-miR-4540","XAGE2" +"CCL1","hsa-miR-455-5p","CCL1" "PHF5A","hsa-miR-4632-5p","PHF5A" "B3GNTL1","hsa-miR-4633-5p","B3GNTL1" -"PDGFC","hsa-miR-4633-5p","PDGFC" -"ASB12","hsa-miR-4634","ASB12" -"ADAM32","hsa-miR-4635","ADAM32" -"PHLPP2","hsa-miR-4635","PHLPP2" -"MRPS7","hsa-miR-4636","MRPS7" +"C12orf40","hsa-miR-4635","C12orf40" "UTP4","hsa-miR-4637","UTP4" -"TMED1","hsa-miR-4640-5p","TMED1" -"MRPS26","hsa-miR-4642","MRPS26" -"TMEM255A","hsa-miR-4642","TMEM255A" +"SHKBP1","hsa-miR-4641","SHKBP1" +"CTTNBP2","hsa-miR-4641","CTTNBP2" +"ACOT11","hsa-miR-4641","ACOT11" "ACKR2","hsa-miR-4642","ACKR2" +"ELAVL1","hsa-miR-4642","ELAVL1" "RBMS1","hsa-miR-4642","RBMS1" -"UGT2B28","hsa-miR-4643","UGT2B28" -"GNAT3","hsa-miR-4643","GNAT3" -"TRIM39","hsa-miR-4645-5p","TRIM39" +"PKD1","hsa-miR-4643","PKD1" +"FOLR3","hsa-miR-4644","FOLR3" "VSNL1","hsa-miR-4645-5p","VSNL1" "WAC","hsa-miR-4645-5p","WAC" -"PGM3","hsa-miR-4646-5p","PGM3" -"FAM217B","hsa-miR-4649-5p","FAM217B" -"CEP19","hsa-miR-4649-5p","CEP19" -"ZNF273","hsa-miR-4650-5p","ZNF273" +"CEP19.1","hsa-miR-4649-5p","CEP19" "ADAT3","hsa-miR-4652-5p","ADAT3" -"MAP2K2","hsa-miR-4659b-5p","MAP2K2" -"CDC42EP5","hsa-miR-4662a-5p","CDC42EP5" +"KIF2A","hsa-miR-4652-5p","KIF2A" +"COL27A1","hsa-miR-4655-5p","COL27A1" +"MDFIC","hsa-miR-4659b-5p","MDFIC" +"RGS9","hsa-miR-466","RGS9" +"BAHCC1","hsa-miR-466","BAHCC1" "CD276","hsa-miR-4662a-5p","CD276" -"SLC12A3","hsa-miR-4662a-5p","SLC12A3" -"RPS2","hsa-miR-4662a-5p","RPS2" +"H3C6","hsa-miR-4662a-5p","H3C6" +"TOX3","hsa-miR-4663","TOX3" +"GABARAPL1","hsa-miR-4665-5p","GABARAPL1" "FBXO27","hsa-miR-4665-5p","FBXO27" "NADK2","hsa-miR-4666b","NADK2" -"TUBB3","hsa-miR-4666b","TUBB3" "SOCS4","hsa-miR-4667-5p","SOCS4" -"SPTY2D1","hsa-miR-4667-5p","SPTY2D1" "CEBPE","hsa-miR-4668-5p","CEBPE" -"PRMT9","hsa-miR-4669","PRMT9" "USP51","hsa-miR-4669","USP51" -"ACOT7","hsa-miR-4670-5p","ACOT7" -"INPP5A","hsa-miR-4672","INPP5A" -"RGS9BP","hsa-miR-4673","RGS9BP" -"HAUS5","hsa-miR-4673","HAUS5" +"CHRNA10","hsa-miR-4671-5p","CHRNA10" "IRF6","hsa-miR-4673","IRF6" -"ZG16B.1","hsa-miR-4676-5p","ZG16B" -"ADARB1","hsa-miR-4676-5p","ADARB1" +"LZIC","hsa-miR-4673","LZIC" +"HOXB5.1","hsa-miR-4677-5p","HOXB5" "VIRMA","hsa-miR-4678","VIRMA" -"USF2","hsa-miR-4678","USF2" -"HSBP1L1","hsa-miR-4679","HSBP1L1" +"GPRIN3","hsa-miR-4678","GPRIN3" "DHRS4","hsa-miR-4680-5p","DHRS4" "AGO4","hsa-miR-4680-5p","AGO4" +"TPCN1","hsa-miR-4681","TPCN1" "TAB2","hsa-miR-4681","TAB2" +"KRT10","hsa-miR-4682","KRT10" "RAB39A","hsa-miR-4683","RAB39A" "SUSD5","hsa-miR-4683","SUSD5" "KCNN3","hsa-miR-4683","KCNN3" "P3H3","hsa-miR-4684-5p","P3H3" "SSTR2","hsa-miR-4684-5p","SSTR2" "RAB40C","hsa-miR-4686","RAB40C" -"GLS2","hsa-miR-4686","GLS2" +"AK5","hsa-miR-4687-5p","AK5" "USP22","hsa-miR-4687-5p","USP22" "P3H1","hsa-miR-4687-5p","P3H1" "PPIL6.1","hsa-miR-4688","PPIL6" "NFATC2IP","hsa-miR-4689","NFATC2IP" -"PACS2","hsa-miR-4691-5p","PACS2" -"LRRC56","hsa-miR-4695-5p","LRRC56" -"ACOT8","hsa-miR-4696","ACOT8" -"GNG2","hsa-miR-4697-5p","GNG2" -"TP53BP1","hsa-miR-4699-5p","TP53BP1" +"FBXL6","hsa-miR-4692","FBXL6" +"TRIM74","hsa-miR-4698","TRIM74" +"NOC4L","hsa-miR-4700-5p","NOC4L" "IQSEC2","hsa-miR-4700-5p","IQSEC2" "GZMK","hsa-miR-4701-5p","GZMK" +"RPS6KC1","hsa-miR-4701-5p","RPS6KC1" "PUM2","hsa-miR-4703-5p","PUM2" -"SIGLEC5","hsa-miR-4705","SIGLEC5" -"VASP","hsa-miR-4705","VASP" +"VASP.1","hsa-miR-4705","VASP" "UCK2","hsa-miR-4706","UCK2" -"DDX25","hsa-miR-4706","DDX25" -"HTRA1","hsa-miR-4707-5p","HTRA1" -"OPALIN","hsa-miR-4707-5p","OPALIN" -"STARD3","hsa-miR-4709-5p","STARD3" -"CCL3L1","hsa-miR-4710","CCL3L1" "QPRT","hsa-miR-4710","QPRT" "LRIG2.1","hsa-miR-4710","LRIG2" -"ESR2","hsa-miR-4710","ESR2" "PRKCQ","hsa-miR-4710","PRKCQ" -"SGCD","hsa-miR-4711-5p","SGCD" -"KIAA1191","hsa-miR-4711-5p","KIAA1191" "EFCAB14","hsa-miR-4711-5p","EFCAB14" -"HAVCR1","hsa-miR-4712-5p","HAVCR1" "SIAH3","hsa-miR-4713-5p","SIAH3" -"ID3","hsa-miR-4714-5p","ID3" -"TRIM7","hsa-miR-4716-5p","TRIM7" -"CAPZA2","hsa-miR-4716-5p","CAPZA2" +"ISG20","hsa-miR-4714-5p","ISG20" +"ALLC","hsa-miR-4714-5p","ALLC" +"CELSR1","hsa-miR-4717-5p","CELSR1" "BIN1","hsa-miR-4717-5p","BIN1" -"RBPJ","hsa-miR-4719","RBPJ" +"KIF22","hsa-miR-4718","KIF22" +"NEUROD4","hsa-miR-4718","NEUROD4" +"BTC","hsa-miR-4719","BTC" +"TBX3","hsa-miR-4719","TBX3" +"ATN1","hsa-miR-4719","ATN1" +"ST8SIA4","hsa-miR-4720-5p","ST8SIA4" "ABTB2","hsa-miR-4722-5p","ABTB2" -"PPARGC1B","hsa-miR-4723-5p","PPARGC1B" "SSPN","hsa-miR-4723-5p","SSPN" -"CHMP6.1","hsa-miR-4726-5p","CHMP6" +"BANP","hsa-miR-4723-5p","BANP" +"EFNA3","hsa-miR-4726-5p","EFNA3" +"CHMP6","hsa-miR-4726-5p","CHMP6" "FBN2","hsa-miR-4726-5p","FBN2" -"HADH","hsa-miR-4732-5p","HADH" +"CLDN11","hsa-miR-4728-5p","CLDN11" +"IL17C","hsa-miR-4729","IL17C" +"STXBP1","hsa-miR-4731-5p","STXBP1" "SLX1B","hsa-miR-4732-5p","SLX1B" -"DCT","hsa-miR-4733-5p","DCT" -"SST","hsa-miR-4733-5p","SST" -"IFNE","hsa-miR-4733-5p","IFNE" "NUMA1","hsa-miR-4734","NUMA1" -"MICOS10","hsa-miR-4736","MICOS10" -"TSSK6.1","hsa-miR-4737","TSSK6" +"ATP6V1C2","hsa-miR-4735-5p","ATP6V1C2" +"CDKL3","hsa-miR-4736","CDKL3" +"COL12A1","hsa-miR-4737","COL12A1" "PI3","hsa-miR-4738-5p","PI3" "CA2","hsa-miR-4739","CA2" "CAPN10","hsa-miR-4739","CAPN10" -"JAKMIP1","hsa-miR-4742-5p","JAKMIP1" -"ATP6V0D1","hsa-miR-4743-5p","ATP6V0D1" +"POMP","hsa-miR-4742-5p","POMP" +"TTC36","hsa-miR-4742-5p","TTC36" +"SNAPC5.1","hsa-miR-4743-5p","SNAPC5" "TNFSF12","hsa-miR-4743-5p","TNFSF12" -"TEX15.1","hsa-miR-4745-5p","TEX15" +"SH3BGR","hsa-miR-4744","SH3BGR" +"TGIF2.RAB5IF","hsa-miR-4745-5p","TGIF2-RAB5IF" "WNT2B","hsa-miR-4745-5p","WNT2B" -"ICOSLG","hsa-miR-4746-5p","ICOSLG" -"ZNF417","hsa-miR-4747-5p","ZNF417" -"ACTB","hsa-miR-4747-5p","ACTB" -"FBXW5","hsa-miR-4748","FBXW5" +"ESCO2","hsa-miR-4745-5p","ESCO2" +"SNAP47","hsa-miR-4748","SNAP47" +"HACD1","hsa-miR-4750-5p","HACD1" +"PSMB7","hsa-miR-4750-5p","PSMB7" "MLF2","hsa-miR-4750-5p","MLF2" "B4GALT3","hsa-miR-4751","B4GALT3" -"BCL9L","hsa-miR-4752","BCL9L" "LZTFL1","hsa-miR-4752","LZTFL1" "CYP21A2","hsa-miR-4753-5p","CYP21A2" "GEMIN2","hsa-miR-4756-5p","GEMIN2" -"SLC30A6","hsa-miR-4758-5p","SLC30A6" -"UNC93B1","hsa-miR-4761-5p","UNC93B1" -"TMEM154","hsa-miR-4762-5p","TMEM154" -"MORC3","hsa-miR-4763-5p","MORC3" -"DEFA3","hsa-miR-4765","DEFA3" -"TAOK1.1","hsa-miR-4765","TAOK1" +"CRIP1","hsa-miR-4762-5p","CRIP1" +"ARRDC4","hsa-miR-4764-5p","ARRDC4" +"TCN2","hsa-miR-4764-5p","TCN2" +"TYRO3","hsa-miR-4765","TYRO3" +"MCTP1","hsa-miR-4765","MCTP1" +"TAOK1","hsa-miR-4765","TAOK1" +"IDNK","hsa-miR-4772-5p","IDNK" "FANK1","hsa-miR-4772-5p","FANK1" -"KIF26A","hsa-miR-4773","KIF26A" -"SPINK6.1","hsa-miR-4774-5p","SPINK6" -"NEUROD1.1","hsa-miR-4774-5p","NEUROD1" -"SLC7A5","hsa-miR-4775","SLC7A5" +"OR13C4.1","hsa-miR-4773","OR13C4" +"SPINK6","hsa-miR-4774-5p","SPINK6" +"NEUROD1","hsa-miR-4774-5p","NEUROD1" "MACROH2A1","hsa-miR-4775","MACROH2A1" "C2CD4B","hsa-miR-4776-5p","C2CD4B" "FARSB","hsa-miR-4777-5p","FARSB" @@ -1095,867 +1085,820 @@ "ZNF677","hsa-miR-4780","ZNF677" "GPR84","hsa-miR-4780","GPR84" "CDR2L","hsa-miR-4780","CDR2L" -"TP53I3","hsa-miR-4780","TP53I3" -"FBXO46","hsa-miR-4781-5p","FBXO46" -"TUBB2B","hsa-miR-4781-5p","TUBB2B" -"CD72","hsa-miR-4782-5p","CD72" -"COX17","hsa-miR-4783-5p","COX17" +"FRAT1","hsa-miR-4781-5p","FRAT1" +"TRIOBP.1","hsa-miR-4782-5p","TRIOBP" +"POMGNT2","hsa-miR-4783-5p","POMGNT2" +"FAM47E.STBD1.1","hsa-miR-4784","FAM47E-STBD1" "POGLUT3","hsa-miR-4784","POGLUT3" -"SLC25A29","hsa-miR-4786-5p","SLC25A29" -"EFEMP1.1","hsa-miR-4787-5p","EFEMP1" -"RBBP4","hsa-miR-4787-5p","RBBP4" -"HOPX","hsa-miR-4788","HOPX" -"MT1A","hsa-miR-4789-5p","MT1A" -"P4HA3","hsa-miR-4791","P4HA3" -"ARL3","hsa-miR-4791","ARL3" -"LGALS4","hsa-miR-4794","LGALS4" +"EFEMP1","hsa-miR-4787-5p","EFEMP1" +"CAPN6.1","hsa-miR-4787-5p","CAPN6" +"AASS","hsa-miR-4793-5p","AASS" "CAB39L","hsa-miR-4794","CAB39L" -"BET1.1","hsa-miR-4794","BET1" -"PLIN5.1","hsa-miR-4794","PLIN5" "DCP1B","hsa-miR-4795-5p","DCP1B" -"TRAPPC1","hsa-miR-4795-5p","TRAPPC1" -"ZNF582","hsa-miR-4795-5p","ZNF582" +"TNKS1BP1","hsa-miR-4795-5p","TNKS1BP1" "LYAR","hsa-miR-4798-5p","LYAR" "PLA2G4C","hsa-miR-4798-5p","PLA2G4C" -"ITGB8","hsa-miR-4799-5p","ITGB8" +"ATF7.NPFF","hsa-miR-4798-5p","ATF7-NPFF" "FANCB","hsa-miR-4799-5p","FANCB" +"MYO1A","hsa-miR-4799-5p","MYO1A" "RHOBTB3","hsa-miR-4799-5p","RHOBTB3" -"GREB1L","hsa-miR-4800-5p","GREB1L" -"ZNF678","hsa-miR-4800-5p","ZNF678" +"IL2RA","hsa-miR-4800-5p","IL2RA" "TMEM186","hsa-miR-4800-5p","TMEM186" -"C16orf96","hsa-miR-4801","C16orf96" -"ATP4B","hsa-miR-4804-5p","ATP4B" -"LMBRD1","hsa-miR-484","LMBRD1" -"GPHN","hsa-miR-485-5p","GPHN" -"WDR72","hsa-miR-485-5p","WDR72" +"IPO11","hsa-miR-4801","IPO11" +"ZNF558","hsa-miR-4802-5p","ZNF558" +"PDE4C","hsa-miR-4804-5p","PDE4C" "STPG1","hsa-miR-485-5p","STPG1" -"NCS1","hsa-miR-486-5p","NCS1" -"TNFAIP6.1","hsa-miR-486-5p","TNFAIP6" -"PDCL2","hsa-miR-486-5p","PDCL2" +"PLOD2","hsa-miR-485-5p","PLOD2" +"NTRK1","hsa-miR-486-5p","NTRK1" +"BAAT","hsa-miR-487a-5p","BAAT" +"LRCH1","hsa-miR-487b-5p","LRCH1" "MAP2K5","hsa-miR-487b-5p","MAP2K5" +"COG2","hsa-miR-487b-5p","COG2" "UBE2H","hsa-miR-487b-5p","UBE2H" -"RGPD1","hsa-miR-488-5p","RGPD1" +"KCTD17","hsa-miR-489-5p","KCTD17" "BLCAP","hsa-miR-491-5p","BLCAP" "ARHGDIA","hsa-miR-492","ARHGDIA" -"ZNF831","hsa-miR-493-5p","ZNF831" -"AVPR1A","hsa-miR-493-5p","AVPR1A" -"P3H4.1","hsa-miR-495-5p","P3H4" +"TMEM53","hsa-miR-495-5p","TMEM53" "RPL17.C18orf32","hsa-miR-497-5p","RPL17-C18orf32" "EMCN","hsa-miR-497-5p","EMCN" -"LYPD6","hsa-miR-4999-5p","LYPD6" -"NCOR2","hsa-miR-4999-5p","NCOR2" +"SPHK2","hsa-miR-497-5p","SPHK2" +"LACC1","hsa-miR-4999-5p","LACC1" +"CRYBB1","hsa-miR-499a-5p","CRYBB1" "TATDN2","hsa-miR-499a-5p","TATDN2" -"ZMYM6","hsa-miR-499b-5p","ZMYM6" +"ASB13","hsa-miR-499b-5p","ASB13" "GGACT","hsa-miR-499b-5p","GGACT" -"SPRR2D.1","hsa-miR-499b-5p","SPRR2D" -"TUBA8","hsa-miR-5000-5p","TUBA8" "ABCC2","hsa-miR-5000-5p","ABCC2" -"DHH.1","hsa-miR-5001-5p","DHH" -"OPN1MW2","hsa-miR-5002-5p","OPN1MW2" +"DHH","hsa-miR-5001-5p","DHH" +"DDHD1","hsa-miR-5002-5p","DDHD1" +"OPN1MW2.1","hsa-miR-5002-5p","OPN1MW2" "PLK3","hsa-miR-5002-5p","PLK3" -"ARHGEF33","hsa-miR-5002-5p","ARHGEF33" +"UCHL5","hsa-miR-5002-5p","UCHL5" +"BCL2L12","hsa-miR-5002-5p","BCL2L12" "RANGRF","hsa-miR-5003-5p","RANGRF" "KRTAP9.6","hsa-miR-5007-5p","KRTAP9-6" +"TNP1","hsa-miR-5007-5p","TNP1" +"B3GNT5","hsa-miR-5008-5p","B3GNT5" +"LGALS3BP","hsa-miR-5008-5p","LGALS3BP" "AKAP12","hsa-miR-5009-5p","AKAP12" -"EIF5B","hsa-miR-5009-5p","EIF5B" +"STEAP4","hsa-miR-500a-5p","STEAP4" "TRAT1","hsa-miR-5010-5p","TRAT1" "GIPC3","hsa-miR-5010-5p","GIPC3" +"COL1A1","hsa-miR-5010-5p","COL1A1" "TAGLN2","hsa-miR-5011-5p","TAGLN2" -"TMF1","hsa-miR-502-5p","TMF1" -"USP45","hsa-miR-502-5p","USP45" +"ADGRF1","hsa-miR-502-5p","ADGRF1" +"TMF1.2","hsa-miR-502-5p","TMF1" "DEFB1","hsa-miR-503-5p","DEFB1" -"GIPC3.1","hsa-miR-503-5p","GIPC3" -"RELT","hsa-miR-504-5p","RELT" -"SUPV3L1","hsa-miR-504-5p","SUPV3L1" +"FGF13","hsa-miR-504-5p","FGF13" "SLC9A5","hsa-miR-5047","SLC9A5" -"TFPT","hsa-miR-505-5p","TFPT" -"APOE","hsa-miR-505-5p","APOE" -"SLC2A13","hsa-miR-506-5p","SLC2A13" -"OAZ3","hsa-miR-506-5p","OAZ3" +"CYP4F22","hsa-miR-505-5p","CYP4F22" "TMEM47","hsa-miR-5088-5p","TMEM47" -"MTMR4","hsa-miR-5088-5p","MTMR4" -"WFDC11.1","hsa-miR-509-3-5p","WFDC11" -"DEFA5.1","hsa-miR-509-3-5p","DEFA5" -"GSN.2","hsa-miR-509-3-5p","GSN" -"SHC1","hsa-miR-5093","SHC1" -"ZMYM6.1","hsa-miR-5094","ZMYM6" +"OOEP","hsa-miR-509-5p","OOEP" +"CD55","hsa-miR-5092","CD55" +"ZMYM6","hsa-miR-5094","ZMYM6" "MS4A6E","hsa-miR-5094","MS4A6E" -"SDC3","hsa-miR-511-5p","SDC3" -"PRF1","hsa-miR-511-5p","PRF1" -"CD276.1","hsa-miR-511-5p","CD276" -"NR2C2","hsa-miR-511-5p","NR2C2" -"EPHB2","hsa-miR-512-5p","EPHB2" +"SORCS2","hsa-miR-511-5p","SORCS2" +"SDCBP","hsa-miR-513a-5p","SDCBP" "SPNS2","hsa-miR-513a-5p","SPNS2" -"PDE6H","hsa-miR-513a-5p","PDE6H" +"PRPF40B","hsa-miR-513b-5p","PRPF40B" +"FANCL","hsa-miR-513b-5p","FANCL" "API5","hsa-miR-513c-5p","API5" -"PWP2","hsa-miR-514a-5p","PWP2" -"TCAF2","hsa-miR-514a-5p","TCAF2" -"LCE2C.1","hsa-miR-514a-5p","LCE2C" +"MYBPC1","hsa-miR-514a-5p","MYBPC1" +"LCE2C","hsa-miR-514a-5p","LCE2C" +"SAPCD1","hsa-miR-514b-5p","SAPCD1" +"ALOX12B","hsa-miR-514b-5p","ALOX12B" "ELP6","hsa-miR-514b-5p","ELP6" -"ATP4B.1","hsa-miR-516a-5p","ATP4B" -"NCR3","hsa-miR-5186","NCR3" -"HS3ST2","hsa-miR-5186","HS3ST2" -"ZNF107","hsa-miR-5186","ZNF107" +"KAT2A","hsa-miR-514b-5p","KAT2A" +"ATP4B","hsa-miR-516a-5p","ATP4B" +"UBE2Q2","hsa-miR-516b-5p","UBE2Q2" +"HS3ST2.1","hsa-miR-5186","HS3ST2" "DSTN","hsa-miR-5187-5p","DSTN" +"ADAMTSL2","hsa-miR-5187-5p","ADAMTSL2" "USP3","hsa-miR-5187-5p","USP3" "LYPD8","hsa-miR-5187-5p","LYPD8" -"TIAM2","hsa-miR-5187-5p","TIAM2" -"PRPF40A","hsa-miR-5187-5p","PRPF40A" "PGC","hsa-miR-5188","PGC" "SLX1B.1","hsa-miR-5188","SLX1B" -"HMGB2","hsa-miR-5189-5p","HMGB2" "IKBKE.1","hsa-miR-5189-5p","IKBKE" -"RASL11B","hsa-miR-518a-5p","RASL11B" -"SLC51A","hsa-miR-518a-5p","SLC51A" "MAEL","hsa-miR-518a-5p","MAEL" "ASB16","hsa-miR-518a-5p","ASB16" +"CDH19","hsa-miR-518c-5p","CDH19" "GEMIN8","hsa-miR-518c-5p","GEMIN8" "ZSCAN25","hsa-miR-518c-5p","ZSCAN25" "USP8","hsa-miR-518c-5p","USP8" +"CCNDBP1","hsa-miR-518c-5p","CCNDBP1" "PPP1R12B","hsa-miR-518c-5p","PPP1R12B" -"CRYGD","hsa-miR-518e-5p","CRYGD" -"MLN","hsa-miR-518e-5p","MLN" -"WFDC11.2","hsa-miR-518f-5p","WFDC11" -"DEFA5.2","hsa-miR-518f-5p","DEFA5" -"DPRX.1","hsa-miR-518f-5p","DPRX" -"EXOSC1","hsa-miR-5190","EXOSC1" -"BCL2L2","hsa-miR-5190","BCL2L2" +"CRYGD.1","hsa-miR-518e-5p","CRYGD" +"ZNF444","hsa-miR-5193","ZNF444" "FAM114A2","hsa-miR-5194","FAM114A2" -"PBX1","hsa-miR-5196-5p","PBX1" -"TMEM167B","hsa-miR-519b-5p","TMEM167B" +"SYNDIG1","hsa-miR-5196-5p","SYNDIG1" +"CWC22","hsa-miR-519b-5p","CWC22" +"KBTBD13","hsa-miR-519b-5p","KBTBD13" +"MCAM","hsa-miR-519b-5p","MCAM" "C14orf132","hsa-miR-519c-5p","C14orf132" -"SHISA4","hsa-miR-519c-5p","SHISA4" -"EVL","hsa-miR-519d-5p","EVL" -"ERC1.1","hsa-miR-519d-5p","ERC1" -"FLNB","hsa-miR-520a-5p","FLNB" +"METRN","hsa-miR-519d-5p","METRN" +"PAMR1","hsa-miR-519d-5p","PAMR1" +"MT4","hsa-miR-520c-5p","MT4" "CT45A5","hsa-miR-520c-5p","CT45A5" +"MT4.1","hsa-miR-520d-5p","MT4" "PI3.1","hsa-miR-520d-5p","PI3" -"ANGEL1","hsa-miR-520f-5p","ANGEL1" +"WDR89","hsa-miR-520d-5p","WDR89" +"PCIF1","hsa-miR-520g-5p","PCIF1" "PINLYP","hsa-miR-522-5p","PINLYP" -"RGL2","hsa-miR-523-5p","RGL2" "SMCR8","hsa-miR-523-5p","SMCR8" -"XAGE5","hsa-miR-523-5p","XAGE5" -"MT4.1","hsa-miR-523-5p","MT4" +"CSTF2T","hsa-miR-523-5p","CSTF2T" +"PHF19","hsa-miR-523-5p","PHF19" +"COPS7B","hsa-miR-523-5p","COPS7B" "FAM3D","hsa-miR-524-5p","FAM3D" "ADAMTS13","hsa-miR-525-5p","ADAMTS13" -"HERC6","hsa-miR-525-5p","HERC6" -"ARL15","hsa-miR-526b-5p","ARL15" +"CCL1.1","hsa-miR-525-5p","CCL1" +"PEBP4","hsa-miR-527","PEBP4" +"ITGA11","hsa-miR-527","ITGA11" "TMEM151B","hsa-miR-527","TMEM151B" "HR","hsa-miR-527","HR" -"CABP4","hsa-miR-527","CABP4" -"CDC42EP5.1","hsa-miR-539-5p","CDC42EP5" -"CACUL1","hsa-miR-539-5p","CACUL1" -"LAMA1","hsa-miR-539-5p","LAMA1" +"ABHD16B","hsa-miR-527","ABHD16B" +"PTTG2","hsa-miR-527","PTTG2" +"TTLL12","hsa-miR-532-5p","TTLL12" +"METTL27","hsa-miR-532-5p","METTL27" +"CDC42EP5","hsa-miR-539-5p","CDC42EP5" "ATXN7L3B","hsa-miR-539-5p","ATXN7L3B" -"ANKRD26","hsa-miR-541-5p","ANKRD26" -"LILRA5.1","hsa-miR-542-5p","LILRA5" -"RPL22L1","hsa-miR-542-5p","RPL22L1" -"TRHDE","hsa-miR-542-5p","TRHDE" +"UBAP1L","hsa-miR-539-5p","UBAP1L" +"ZNF285","hsa-miR-539-5p","ZNF285" +"LILRA5","hsa-miR-542-5p","LILRA5" +"HS3ST3A1","hsa-miR-542-5p","HS3ST3A1" "CUEDC2","hsa-miR-543","CUEDC2" "STXBP6","hsa-miR-543","STXBP6" "FAP","hsa-miR-543","FAP" "CAPNS1","hsa-miR-544a","CAPNS1" "KCND3","hsa-miR-544a","KCND3" "CDCA2","hsa-miR-544b","CDCA2" -"CMAS","hsa-miR-544b","CMAS" +"DENND2C","hsa-miR-544b","DENND2C" "XPO5.1","hsa-miR-544b","XPO5" -"RBMY1J","hsa-miR-545-5p","RBMY1J" "MYDGF","hsa-miR-548a-3p","MYDGF" -"THG1L","hsa-miR-548a-5p","THG1L" -"SLC10A6","hsa-miR-548a-5p","SLC10A6" +"STK38","hsa-miR-548a-3p","STK38" +"MAP1A","hsa-miR-548a-3p","MAP1A" +"ACADSB","hsa-miR-548a-5p","ACADSB" "POU2F1.1","hsa-miR-548a-5p","POU2F1" -"PTPRB","hsa-miR-548a-5p","PTPRB" -"HDDC3","hsa-miR-548a-5p","HDDC3" "CEP170B","hsa-miR-548ab","CEP170B" "WNT11","hsa-miR-548ab","WNT11" "DNAJC8","hsa-miR-548ac","DNAJC8" -"ACTBL2","hsa-miR-548ac","ACTBL2" "PALM2AKAP2","hsa-miR-548ac","PALM2AKAP2" -"CLEC14A","hsa-miR-548ad-5p","CLEC14A" -"BRINP1","hsa-miR-548ad-5p","BRINP1" "CTAGE4","hsa-miR-548ae-3p","CTAGE4" -"ANKRD46","hsa-miR-548ae-3p","ANKRD46" -"SLC22A15","hsa-miR-548ae-5p","SLC22A15" +"HABP4","hsa-miR-548ae-3p","HABP4" +"MRPL49","hsa-miR-548ae-3p","MRPL49" +"LCE2A","hsa-miR-548ae-5p","LCE2A" "SLC27A2","hsa-miR-548ag","SLC27A2" "ZNF326","hsa-miR-548ag","ZNF326" "C15orf40","hsa-miR-548ag","C15orf40" +"IGIP","hsa-miR-548ag","IGIP" +"KIR2DL1","hsa-miR-548ah-5p","KIR2DL1" +"ZFP82","hsa-miR-548ai","ZFP82" +"HOXA4","hsa-miR-548ai","HOXA4" +"PNLIPRP3","hsa-miR-548aj-3p","PNLIPRP3" "ZNF792","hsa-miR-548aj-3p","ZNF792" +"GNMT","hsa-miR-548aj-3p","GNMT" +"ANXA3","hsa-miR-548aj-3p","ANXA3" +"OSGIN2","hsa-miR-548aj-3p","OSGIN2" +"NCK1","hsa-miR-548aj-5p","NCK1" +"GLO1","hsa-miR-548aj-5p","GLO1" "ADAM12","hsa-miR-548aj-5p","ADAM12" -"SPTLC1","hsa-miR-548aj-5p","SPTLC1" -"RAD50","hsa-miR-548ak","RAD50" +"C1QA","hsa-miR-548ak","C1QA" "PAK1IP1","hsa-miR-548al","PAK1IP1" -"DNM2","hsa-miR-548al","DNM2" -"CEP19.1","hsa-miR-548an","CEP19" -"PDE4A","hsa-miR-548aq-5p","PDE4A" -"TIMM21","hsa-miR-548aq-5p","TIMM21" -"HIPK2","hsa-miR-548aq-5p","HIPK2" -"FXN","hsa-miR-548ar-5p","FXN" -"PYGB","hsa-miR-548as-5p","PYGB" -"CRIP1","hsa-miR-548at-5p","CRIP1" -"LMBR1L","hsa-miR-548at-5p","LMBR1L" +"CHRNE","hsa-miR-548al","CHRNE" +"GSTA2","hsa-miR-548an","GSTA2" +"SFXN2","hsa-miR-548ao-5p","SFXN2" +"HCN3","hsa-miR-548aq-5p","HCN3" +"ALX1","hsa-miR-548aq-5p","ALX1" +"POLR1C","hsa-miR-548aq-5p","POLR1C" +"NEXN","hsa-miR-548aq-5p","NEXN" +"USHBP1","hsa-miR-548ar-5p","USHBP1" +"DNAJC3","hsa-miR-548as-5p","DNAJC3" +"MCTP2","hsa-miR-548as-5p","MCTP2" +"CRIP1.1","hsa-miR-548at-5p","CRIP1" "PLK1","hsa-miR-548aw","PLK1" -"IGSF22.1","hsa-miR-548aw","IGSF22" -"DEPDC1B","hsa-miR-548ay-5p","DEPDC1B" +"IGSF22","hsa-miR-548aw","IGSF22" "OS9","hsa-miR-548az-5p","OS9" "NIPAL1","hsa-miR-548b-5p","NIPAL1" -"ZNF71","hsa-miR-548b-5p","ZNF71" "PDZK1","hsa-miR-548b-5p","PDZK1" -"RNF121","hsa-miR-548ba","RNF121" -"CAPN10.1","hsa-miR-548ba","CAPN10" "AKTIP","hsa-miR-548ba","AKTIP" +"SLC6A9","hsa-miR-548ba","SLC6A9" "NUDT19","hsa-miR-548ba","NUDT19" +"ZNF862","hsa-miR-548bb-5p","ZNF862" "PRSS3","hsa-miR-548bb-5p","PRSS3" "ARTN","hsa-miR-548bb-5p","ARTN" -"MRPS12","hsa-miR-548f-3p","MRPS12" -"ARID3A","hsa-miR-548f-3p","ARID3A" -"EXOC6","hsa-miR-548f-3p","EXOC6" "ZNF770","hsa-miR-548f-3p","ZNF770" -"GCNA","hsa-miR-548f-3p","GCNA" "PCGF5","hsa-miR-548f-3p","PCGF5" +"EHD1","hsa-miR-548f-5p","EHD1" "SMIM14","hsa-miR-548f-5p","SMIM14" +"PMCH","hsa-miR-548f-5p","PMCH" +"BBS9","hsa-miR-548g-5p","BBS9" "CPEB2","hsa-miR-548g-5p","CPEB2" "PDK2","hsa-miR-548g-5p","PDK2" -"BTNL9","hsa-miR-548h-5p","BTNL9" "TUFM","hsa-miR-548h-5p","TUFM" "MAST3","hsa-miR-548h-5p","MAST3" -"IFIT1B","hsa-miR-548i","IFIT1B" -"BUD31","hsa-miR-548i","BUD31" "TMED9","hsa-miR-548l","TMED9" +"P2RX5.TAX1BP3","hsa-miR-548m","P2RX5-TAX1BP3" "SIPA1L1","hsa-miR-548n","SIPA1L1" -"TMEM40","hsa-miR-548n","TMEM40" "CPEB1","hsa-miR-548o-3p","CPEB1" "PDK1","hsa-miR-548o-3p","PDK1" -"SLC25A31","hsa-miR-548o-3p","SLC25A31" "TMPRSS7","hsa-miR-548o-3p","TMPRSS7" +"ZNF486","hsa-miR-548q","ZNF486" "CCDC136","hsa-miR-548s","CCDC136" "ZNF442","hsa-miR-548s","ZNF442" "PSKH1","hsa-miR-548s","PSKH1" "DPPA4","hsa-miR-548s","DPPA4" -"EXOC6.1","hsa-miR-548t-5p","EXOC6" +"EXOC6","hsa-miR-548t-5p","EXOC6" +"LYPLA2","hsa-miR-548t-5p","LYPLA2" "FANCD2","hsa-miR-548t-5p","FANCD2" "ZFAND4","hsa-miR-548u","ZFAND4" -"SKA1","hsa-miR-548v","SKA1" +"MYH7","hsa-miR-548u","MYH7" "RBL1","hsa-miR-548w","RBL1" -"TIMM8A","hsa-miR-548w","TIMM8A" -"INPP5E","hsa-miR-548w","INPP5E" -"IREB2","hsa-miR-548x-5p","IREB2" -"MICU3","hsa-miR-548x-5p","MICU3" -"DHRS13.1","hsa-miR-548y","DHRS13" -"DEFB106A","hsa-miR-548z","DEFB106A" +"MRE11","hsa-miR-548w","MRE11" +"MT4.2","hsa-miR-548x-5p","MT4" +"PIGL","hsa-miR-548x-5p","PIGL" "NIPSNAP1","hsa-miR-548z","NIPSNAP1" -"C4orf3","hsa-miR-548z","C4orf3" -"SFTPA1","hsa-miR-550a-3-5p","SFTPA1" -"NCR3LG1","hsa-miR-550a-3-5p","NCR3LG1" -"DNM1","hsa-miR-550a-3-5p","DNM1" +"C4orf3.1","hsa-miR-548z","C4orf3" "UBA5","hsa-miR-550a-3-5p","UBA5" -"TAS2R41","hsa-miR-550a-5p","TAS2R41" -"BCAS2","hsa-miR-550a-5p","BCAS2" -"NMU","hsa-miR-550a-5p","NMU" -"PABPN1L","hsa-miR-550a-5p","PABPN1L" +"FBXL17","hsa-miR-550a-5p","FBXL17" +"TGFBI","hsa-miR-550b-2-5p","TGFBI" "GEMIN5","hsa-miR-550b-2-5p","GEMIN5" "TVP23B","hsa-miR-550b-2-5p","TVP23B" "RCE1","hsa-miR-550b-2-5p","RCE1" "FOXD4L1","hsa-miR-550b-2-5p","FOXD4L1" -"SKP1","hsa-miR-551a","SKP1" -"ERGIC2","hsa-miR-551a","ERGIC2" +"ERGIC2.1","hsa-miR-551a","ERGIC2" "TMEM117","hsa-miR-551b-5p","TMEM117" -"CHRDL1","hsa-miR-551b-5p","CHRDL1" +"PCYT1B","hsa-miR-551b-5p","PCYT1B" "SLC9A9","hsa-miR-551b-5p","SLC9A9" -"MYCT1","hsa-miR-551b-5p","MYCT1" +"PWWP2B.1","hsa-miR-552-5p","PWWP2B" "PCYT1A","hsa-miR-552-5p","PCYT1A" "USP54","hsa-miR-554","USP54" -"MYEF2","hsa-miR-555","MYEF2" "TFAP2E.1","hsa-miR-555","TFAP2E" "ROBO4","hsa-miR-555","ROBO4" "SMAGP","hsa-miR-556-5p","SMAGP" -"TSPAN17","hsa-miR-556-5p","TSPAN17" -"FRS2","hsa-miR-556-5p","FRS2" "MPC2","hsa-miR-557","MPC2" "CD74","hsa-miR-557","CD74" "ADGRB2","hsa-miR-557","ADGRB2" +"IPO11.1","hsa-miR-5571-5p","IPO11" "MAGEA6","hsa-miR-5571-5p","MAGEA6" -"EBF1","hsa-miR-5571-5p","EBF1" -"BTLA","hsa-miR-5572","BTLA" -"SLC16A13","hsa-miR-5579-5p","SLC16A13" -"OPALIN.1","hsa-miR-558","OPALIN" +"IZUMO1","hsa-miR-5572","IZUMO1" +"PKIG","hsa-miR-5579-5p","PKIG" +"OPALIN","hsa-miR-558","OPALIN" +"SLC40A1","hsa-miR-558","SLC40A1" "OS9.1","hsa-miR-558","OS9" "EPYC","hsa-miR-5580-5p","EPYC" -"HNRNPUL2.BSCL2","hsa-miR-5582-5p","HNRNPUL2-BSCL2" +"PTH","hsa-miR-5580-5p","PTH" +"SOD2","hsa-miR-5581-5p","SOD2" +"INSL5","hsa-miR-5582-5p","INSL5" +"CAMTA1","hsa-miR-5583-5p","CAMTA1" "RPH3AL","hsa-miR-5584-5p","RPH3AL" "SYNPO","hsa-miR-5584-5p","SYNPO" -"DKK3","hsa-miR-5585-5p","DKK3" -"HSPA14","hsa-miR-5586-5p","HSPA14" +"SPATA2L","hsa-miR-5584-5p","SPATA2L" "GRTP1","hsa-miR-5586-5p","GRTP1" -"SORL1","hsa-miR-5587-5p","SORL1" +"BBS2","hsa-miR-5586-5p","BBS2" +"KRTAP13.2","hsa-miR-5587-5p","KRTAP13-2" "ITPRIPL1","hsa-miR-5587-5p","ITPRIPL1" -"GYPC","hsa-miR-5588-5p","GYPC" -"KIAA2013","hsa-miR-5588-5p","KIAA2013" -"SPIN2B","hsa-miR-5589-5p","SPIN2B" +"LRP8","hsa-miR-5589-5p","LRP8" "SOGA1","hsa-miR-559","SOGA1" -"MACC1","hsa-miR-559","MACC1" "MSL2","hsa-miR-559","MSL2" -"GPHB5","hsa-miR-5590-5p","GPHB5" +"DPRX.2","hsa-miR-5590-5p","DPRX" "GPI","hsa-miR-5591-5p","GPI" "THAP6","hsa-miR-5591-5p","THAP6" +"PCDHA2","hsa-miR-5591-5p","PCDHA2" "ADA","hsa-miR-5591-5p","ADA" -"TGFA","hsa-miR-561-5p","TGFA" -"ABCC6","hsa-miR-564","ABCC6" +"ZBTB3","hsa-miR-5591-5p","ZBTB3" +"FAM83A","hsa-miR-561-5p","FAM83A" +"FOXP2","hsa-miR-561-5p","FOXP2" +"ILF3","hsa-miR-561-5p","ILF3" +"TMOD2","hsa-miR-562","TMOD2" "CXCL2","hsa-miR-564","CXCL2" -"CDR2L.1","hsa-miR-564","CDR2L" -"C1D","hsa-miR-568","C1D" -"LRRC3B","hsa-miR-568","LRRC3B" +"PDE7B.1","hsa-miR-5680","PDE7B" +"MEA1","hsa-miR-5680","MEA1" +"TMEM125","hsa-miR-5681a","TMEM125" +"ATP8B4","hsa-miR-5681b","ATP8B4" "MAGEE2","hsa-miR-5682","MAGEE2" -"SUPT4H1.1","hsa-miR-5682","SUPT4H1" -"PTGER3.1","hsa-miR-5682","PTGER3" -"UPF2","hsa-miR-5684","UPF2" -"CPA1","hsa-miR-5684","CPA1" -"C11orf52","hsa-miR-5687","C11orf52" -"PGGHG","hsa-miR-5687","PGGHG" +"TRABD2A.1","hsa-miR-5683","TRABD2A" +"RTEL1","hsa-miR-5685","RTEL1" "USP16","hsa-miR-5688","USP16" -"C18orf32.1","hsa-miR-5688","C18orf32" +"DVL1","hsa-miR-5689","DVL1" "RBMY1F","hsa-miR-5690","RBMY1F" "RTCB","hsa-miR-5690","RTCB" +"CD80","hsa-miR-5690","CD80" "MRPL11","hsa-miR-5690","MRPL11" "VAT1L","hsa-miR-5692a","VAT1L" -"ZNF697","hsa-miR-5692a","ZNF697" "PPP2R5C","hsa-miR-5692b","PPP2R5C" "YY1","hsa-miR-5692b","YY1" -"PPP1R18","hsa-miR-5692c","PPP1R18" +"PEX16","hsa-miR-5692c","PEX16" "CHGA","hsa-miR-5693","CHGA" +"FAM9C","hsa-miR-5693","FAM9C" +"GRIK5","hsa-miR-5693","GRIK5" "PON2","hsa-miR-5694","PON2" -"TAF4","hsa-miR-5695","TAF4" -"PCID2","hsa-miR-5695","PCID2" +"SH2D7","hsa-miR-5694","SH2D7" +"ENPP1","hsa-miR-5695","ENPP1" +"MED20","hsa-miR-5695","MED20" +"IP6K2","hsa-miR-5695","IP6K2" "CCDC28B","hsa-miR-5695","CCDC28B" -"ZNF232","hsa-miR-5695","ZNF232" -"GCH1","hsa-miR-5696","GCH1" -"TRABD2A.1","hsa-miR-5697","TRABD2A" -"EXOSC6","hsa-miR-5697","EXOSC6" -"CIB1","hsa-miR-5697","CIB1" -"APBA3","hsa-miR-5698","APBA3" -"MRS2","hsa-miR-5699-5p","MRS2" -"SOX4","hsa-miR-570-5p","SOX4" -"ANTXR2","hsa-miR-570-5p","ANTXR2" -"NPM3","hsa-miR-570-5p","NPM3" -"TAB1","hsa-miR-5700","TAB1" -"ATP6V0E1","hsa-miR-5700","ATP6V0E1" -"LHFPL2","hsa-miR-5701","LHFPL2" +"IFIH1","hsa-miR-5695","IFIH1" +"OGFOD1","hsa-miR-5698","OGFOD1" +"NAGLU","hsa-miR-570-5p","NAGLU" +"UQCRC1","hsa-miR-570-5p","UQCRC1" "DCPS","hsa-miR-5701","DCPS" -"FAHD2A","hsa-miR-5701","FAHD2A" +"ELL2","hsa-miR-5702","ELL2" +"SPN","hsa-miR-5702","SPN" "SLC23A3","hsa-miR-5702","SLC23A3" "AXDND1.1","hsa-miR-5703","AXDND1" -"PTRHD1","hsa-miR-5706","PTRHD1" +"AMOTL1","hsa-miR-5706","AMOTL1" +"AXIN1","hsa-miR-5706","AXIN1" +"CCNJL","hsa-miR-5706","CCNJL" "ZNF491","hsa-miR-5707","ZNF491" +"EHBP1","hsa-miR-5707","EHBP1" "TRAIP","hsa-miR-572","TRAIP" -"ZCCHC24","hsa-miR-573","ZCCHC24" +"ZCCHC24.1","hsa-miR-573","ZCCHC24" "CLASP2","hsa-miR-573","CLASP2" -"GPD1","hsa-miR-5739","GPD1" "TENM3","hsa-miR-5739","TENM3" -"CALHM1","hsa-miR-5739","CALHM1" -"DHRS4.1","hsa-miR-574-5p","DHRS4" -"PDHA1","hsa-miR-574-5p","PDHA1" -"H2BC14.1","hsa-miR-574-5p","H2BC14" -"UGT8","hsa-miR-577","UGT8" -"ANKRD12","hsa-miR-578","ANKRD12" +"CALHM1.1","hsa-miR-5739","CALHM1" +"NFKBIB.1","hsa-miR-577","NFKBIB" +"CASK","hsa-miR-578","CASK" +"ZNF626","hsa-miR-578","ZNF626" "ADGRF3","hsa-miR-578","ADGRF3" "KCNE3.1","hsa-miR-5787","KCNE3" -"H4C7","hsa-miR-5787","H4C7" -"LSM2","hsa-miR-579-5p","LSM2" -"TSHZ2","hsa-miR-579-5p","TSHZ2" "ADAM28","hsa-miR-579-5p","ADAM28" -"ANKRD65","hsa-miR-579-5p","ANKRD65" -"GRK5","hsa-miR-582-5p","GRK5" -"KIF26A.1","hsa-miR-582-5p","KIF26A" +"RRS1","hsa-miR-579-5p","RRS1" +"SLC10A4","hsa-miR-580-5p","SLC10A4" +"ADAMTS4","hsa-miR-582-5p","ADAMTS4" "ZNHIT2","hsa-miR-582-5p","ZNHIT2" -"RIDA","hsa-miR-583","RIDA" -"HSD11B2.1","hsa-miR-585-5p","HSD11B2" +"DLGAP3","hsa-miR-583","DLGAP3" +"OR2M5","hsa-miR-583","OR2M5" +"MAFF","hsa-miR-584-5p","MAFF" +"UPF3A","hsa-miR-586","UPF3A" "SLC6A11","hsa-miR-586","SLC6A11" -"HOPX.1","hsa-miR-588","HOPX" +"HOPX","hsa-miR-588","HOPX" "STATH","hsa-miR-589-5p","STATH" "PROM1","hsa-miR-589-5p","PROM1" -"ANO6","hsa-miR-591","ANO6" -"ID4","hsa-miR-593-5p","ID4" -"GTPBP1","hsa-miR-595","GTPBP1" -"MBD5","hsa-miR-595","MBD5" +"FARP1","hsa-miR-596","FARP1" +"CDK5RAP3","hsa-miR-596","CDK5RAP3" "FZD1.1","hsa-miR-596","FZD1" -"PWWP2B.1","hsa-miR-597-5p","PWWP2B" -"PLD3","hsa-miR-597-5p","PLD3" +"PWWP2B.2","hsa-miR-597-5p","PWWP2B" +"A1BG","hsa-miR-597-5p","A1BG" "GTF3C2","hsa-miR-597-5p","GTF3C2" +"CCNG2","hsa-miR-598-5p","CCNG2" +"RCAN2","hsa-miR-599","RCAN2" +"SRY.1","hsa-miR-601","SRY" "ARVCF","hsa-miR-601","ARVCF" -"UTP14A","hsa-miR-601","UTP14A" -"GPHN.1","hsa-miR-602","GPHN" +"UTP14A.1","hsa-miR-601","UTP14A" "KLB","hsa-miR-603","KLB" -"FDX2","hsa-miR-604","FDX2" +"GSTO1","hsa-miR-605-5p","GSTO1" "YWHAQ","hsa-miR-606","YWHAQ" -"GLDC","hsa-miR-6069","GLDC" -"TMEM161B","hsa-miR-6069","TMEM161B" "BRF2","hsa-miR-6069","BRF2" "TACC1","hsa-miR-6069","TACC1" "GTF3C2.1","hsa-miR-6069","GTF3C2" -"F11R","hsa-miR-607","F11R" -"FTH1","hsa-miR-6070","FTH1" -"AKIRIN1","hsa-miR-6070","AKIRIN1" -"KIF14","hsa-miR-6071","KIF14" +"CDKN2AIP","hsa-miR-6070","CDKN2AIP" "CMTM3","hsa-miR-6071","CMTM3" "FBXO38","hsa-miR-6071","FBXO38" -"IFI27L1","hsa-miR-6072","IFI27L1" -"SF3B3","hsa-miR-6072","SF3B3" -"ABCA2","hsa-miR-6072","ABCA2" +"SHPRH","hsa-miR-6073","SHPRH" "TMEM80","hsa-miR-6075","TMEM80" -"SOD2","hsa-miR-6076","SOD2" -"LAMA4","hsa-miR-6077","LAMA4" -"ZNF326.1","hsa-miR-6078","ZNF326" -"KIF3B","hsa-miR-6079","KIF3B" -"SYVN1","hsa-miR-608","SYVN1" -"C1orf122","hsa-miR-6081","C1orf122" "CCDC112","hsa-miR-6081","CCDC112" "GFI1","hsa-miR-6082","GFI1" "DPH7.1","hsa-miR-6083","DPH7" "SLC39A8","hsa-miR-6083","SLC39A8" -"FKBP2","hsa-miR-6088","FKBP2" +"LGR5","hsa-miR-6085","LGR5" +"ASB9","hsa-miR-6088","ASB9" +"PPIF","hsa-miR-6088","PPIF" +"TUT1","hsa-miR-6088","TUT1" +"PRRT3","hsa-miR-6089","PRRT3" +"SCT","hsa-miR-609","SCT" +"SLC2A9","hsa-miR-609","SLC2A9" +"NPRL2","hsa-miR-609","NPRL2" "FAM107B.1","hsa-miR-6090","FAM107B" -"GUCY1B1","hsa-miR-6090","GUCY1B1" "TBX1","hsa-miR-610","TBX1" "ZDHHC24.1","hsa-miR-611","ZDHHC24" "OGFOD3","hsa-miR-612","OGFOD3" -"SEC16B","hsa-miR-612","SEC16B" -"PDE7B","hsa-miR-6125","PDE7B" -"DDN","hsa-miR-6125","DDN" "MB21D2","hsa-miR-6126","MB21D2" -"ZNF169","hsa-miR-6128","ZNF169" +"GLCCI1","hsa-miR-6127","GLCCI1" +"B4GALT5","hsa-miR-6129","B4GALT5" "KCNMB4","hsa-miR-6129","KCNMB4" -"MAPK8IP1","hsa-miR-6130","MAPK8IP1" "RPS15","hsa-miR-6130","RPS15" -"DESI2","hsa-miR-6130","DESI2" -"TMTC3","hsa-miR-6130","TMTC3" +"KRTAP5.7","hsa-miR-6130","KRTAP5-7" "PAOX","hsa-miR-6131","PAOX" -"POPDC2","hsa-miR-6132","POPDC2" -"KIRREL1","hsa-miR-6132","KIRREL1" -"KLC2","hsa-miR-6133","KLC2" +"ZSWIM1","hsa-miR-6132","ZSWIM1" +"DBN1","hsa-miR-6132","DBN1" +"TSHZ2","hsa-miR-6133","TSHZ2" "FAM193A","hsa-miR-6133","FAM193A" "KRBA1","hsa-miR-6133","KRBA1" -"PITPNM2.1","hsa-miR-6133","PITPNM2" +"PITPNM2","hsa-miR-6133","PITPNM2" "EFHB","hsa-miR-6134","EFHB" -"CSF1R","hsa-miR-6134","CSF1R" -"ARMC8","hsa-miR-6134","ARMC8" -"PCGF5.1","hsa-miR-614","PCGF5" -"CFH","hsa-miR-614","CFH" "SIRPB1","hsa-miR-615-5p","SIRPB1" "CCR6","hsa-miR-615-5p","CCR6" -"ZKSCAN5","hsa-miR-616-5p","ZKSCAN5" +"RALGPS1","hsa-miR-616-5p","RALGPS1" +"SIRPA","hsa-miR-617","SIRPA" "GTF2IRD2B","hsa-miR-617","GTF2IRD2B" +"TNFRSF10D","hsa-miR-618","TNFRSF10D" +"NCR3","hsa-miR-619-5p","NCR3" +"SHC4","hsa-miR-619-5p","SHC4" "KCNG2","hsa-miR-619-5p","KCNG2" -"TCF7","hsa-miR-619-5p","TCF7" -"RIDA.1","hsa-miR-620","RIDA" -"CT83","hsa-miR-620","CT83" "STAU1","hsa-miR-620","STAU1" -"KIFC3","hsa-miR-620","KIFC3" "FSHB","hsa-miR-621","FSHB" -"MCM6","hsa-miR-622","MCM6" "GAL3ST4","hsa-miR-622","GAL3ST4" -"STBD1","hsa-miR-622","STBD1" +"KCNIP1","hsa-miR-622","KCNIP1" +"EXOSC10","hsa-miR-622","EXOSC10" "PPRC1","hsa-miR-624-5p","PPRC1" +"IL1B","hsa-miR-625-5p","IL1B" "ZBTB1.1","hsa-miR-625-5p","ZBTB1" +"RAPGEF2","hsa-miR-626","RAPGEF2" "OTULIN","hsa-miR-627-5p","OTULIN" -"FADS1","hsa-miR-628-5p","FADS1" -"DNAJB8","hsa-miR-628-5p","DNAJB8" "ARHGAP5","hsa-miR-629-5p","ARHGAP5" -"KLC1","hsa-miR-630","KLC1" -"KRT222","hsa-miR-630","KRT222" -"JPH4","hsa-miR-633","JPH4" +"CGAS","hsa-miR-629-5p","CGAS" "OAS1","hsa-miR-633","OAS1" -"ZNF529","hsa-miR-635","ZNF529" +"CEACAM19","hsa-miR-634","CEACAM19" "ZNF99","hsa-miR-635","ZNF99" -"ITPKB.1","hsa-miR-635","ITPKB" -"H2BC15","hsa-miR-636","H2BC15" -"SLC12A7","hsa-miR-640","SLC12A7" -"GAS2L1","hsa-miR-640","GAS2L1" -"YLPM1","hsa-miR-642a-5p","YLPM1" -"ZNF649","hsa-miR-643","ZNF649" -"LGALS4.1","hsa-miR-644a","LGALS4" +"POLR2B.1","hsa-miR-639","POLR2B" +"TNFRSF19","hsa-miR-642a-5p","TNFRSF19" +"ANKRD53.2","hsa-miR-643","ANKRD53" +"LGALS4","hsa-miR-644a","LGALS4" +"PLPP3","hsa-miR-644a","PLPP3" "ST3GAL4.1","hsa-miR-644a","ST3GAL4" -"TMOD2","hsa-miR-645","TMOD2" -"LMAN2L.1","hsa-miR-645","LMAN2L" +"DCST2","hsa-miR-644a","DCST2" +"GCH1","hsa-miR-645","GCH1" +"C1QTNF3.AMACR","hsa-miR-645","C1QTNF3-AMACR" "SOST","hsa-miR-645","SOST" +"ZNF365","hsa-miR-646","ZNF365" +"SCG3.1","hsa-miR-646","SCG3" "SNED1","hsa-miR-647","SNED1" -"ZNF385C","hsa-miR-647","ZNF385C" +"NPY.1","hsa-miR-649","NPY" "FAM78A","hsa-miR-649","FAM78A" -"DOCK1.1","hsa-miR-6499-5p","DOCK1" -"TRAP1","hsa-miR-650","TRAP1" +"DOCK1","hsa-miR-6499-5p","DOCK1" +"ANKRD13D","hsa-miR-6499-5p","ANKRD13D" "PIK3IP1","hsa-miR-650","PIK3IP1" "MYBPHL","hsa-miR-650","MYBPHL" "CCDC43.1","hsa-miR-6500-5p","CCDC43" "ST8SIA6","hsa-miR-6501-5p","ST8SIA6" "MLNR","hsa-miR-6501-5p","MLNR" -"GTF2A1L","hsa-miR-6502-5p","GTF2A1L" -"KCNMB1","hsa-miR-6502-5p","KCNMB1" -"TOP2B","hsa-miR-6502-5p","TOP2B" +"MOGS.1","hsa-miR-6501-5p","MOGS" +"UBASH3A","hsa-miR-6503-5p","UBASH3A" +"SLC18B1","hsa-miR-6503-5p","SLC18B1" "ALG2","hsa-miR-6503-5p","ALG2" -"SYNGR3","hsa-miR-6503-5p","SYNGR3" -"HS6ST1","hsa-miR-6505-5p","HS6ST1" -"PABPC1","hsa-miR-6505-5p","PABPC1" -"OR7D2","hsa-miR-6506-5p","OR7D2" -"RANBP3","hsa-miR-6507-5p","RANBP3" +"NPIPB4","hsa-miR-6504-5p","NPIPB4" +"YJU2","hsa-miR-6504-5p","YJU2" +"IPPK","hsa-miR-6504-5p","IPPK" +"ZNF283.1","hsa-miR-6505-5p","ZNF283" +"RPRD1B","hsa-miR-6506-5p","RPRD1B" +"ABCA13","hsa-miR-6507-5p","ABCA13" "TMEM150B","hsa-miR-6507-5p","TMEM150B" "PDHX","hsa-miR-6507-5p","PDHX" -"GAGE12B.1","hsa-miR-6509-5p","GAGE12B" -"BMP2K","hsa-miR-6509-5p","BMP2K" -"KCTD14","hsa-miR-6509-5p","KCTD14" -"VGF","hsa-miR-651-5p","VGF" -"AKNA","hsa-miR-6510-5p","AKNA" "CLTA.1","hsa-miR-6510-5p","CLTA" "HTR3C","hsa-miR-6511a-5p","HTR3C" -"CCL17","hsa-miR-6511b-5p","CCL17" "PARP9.1","hsa-miR-6511b-5p","PARP9" -"NPPC","hsa-miR-6512-5p","NPPC" +"NUMA1.1","hsa-miR-6512-5p","NUMA1" "FAM104B","hsa-miR-6513-5p","FAM104B" -"HOXC6","hsa-miR-6513-5p","HOXC6" "SLC25A18","hsa-miR-6514-5p","SLC25A18" -"KLHL42","hsa-miR-6516-5p","KLHL42" -"RELT.1","hsa-miR-653-5p","RELT" -"RAMP1","hsa-miR-653-5p","RAMP1" +"ZNF843","hsa-miR-6515-5p","ZNF843" +"KLHL42.1","hsa-miR-6516-5p","KLHL42" +"TSPAN10","hsa-miR-652-5p","TSPAN10" +"RELT","hsa-miR-653-5p","RELT" "DNASE2B","hsa-miR-653-5p","DNASE2B" -"RPE65","hsa-miR-655-5p","RPE65" +"MT.ND5","hsa-miR-655-5p","MT-ND5" "MKNK1","hsa-miR-655-5p","MKNK1" "EDA2R","hsa-miR-658","EDA2R" -"CELF4","hsa-miR-659-5p","CELF4" -"FOXH1","hsa-miR-659-5p","FOXH1" -"ARGLU1","hsa-miR-661","ARGLU1" -"OGT","hsa-miR-663a","OGT" -"MAP3K12","hsa-miR-663a","MAP3K12" +"ZNF641","hsa-miR-658","ZNF641" +"LOX","hsa-miR-659-5p","LOX" +"CUL4A","hsa-miR-660-5p","CUL4A" +"PLEKHA3","hsa-miR-660-5p","PLEKHA3" +"IFT27","hsa-miR-662","IFT27" "TNFAIP8L1","hsa-miR-664a-5p","TNFAIP8L1" "CCDC137","hsa-miR-664a-5p","CCDC137" "VAMP1","hsa-miR-664a-5p","VAMP1" -"NMUR1","hsa-miR-665","NMUR1" -"RAB40B","hsa-miR-665","RAB40B" -"ZNF66","hsa-miR-668-5p","ZNF66" +"BMP4.1","hsa-miR-664b-5p","BMP4" +"B4GALT7","hsa-miR-665","B4GALT7" +"GPR52","hsa-miR-670-5p","GPR52" +"ENTR1","hsa-miR-671-5p","ENTR1" "NOTUM","hsa-miR-671-5p","NOTUM" +"CCNB1IP1","hsa-miR-6715b-5p","CCNB1IP1" +"TTLL1","hsa-miR-6716-5p","TTLL1" "DACH1","hsa-miR-6716-5p","DACH1" -"MYH6","hsa-miR-6718-5p","MYH6" "TNK2","hsa-miR-6719-3p","TNK2" -"ABCA12","hsa-miR-6720-5p","ABCA12" "ZNF773.1","hsa-miR-6720-5p","ZNF773" -"TSC22D1.1","hsa-miR-6721-5p","TSC22D1" -"GJB6","hsa-miR-6721-5p","GJB6" +"STX3","hsa-miR-6721-5p","STX3" "SLC52A3","hsa-miR-6722-5p","SLC52A3" -"FASLG","hsa-miR-6722-5p","FASLG" -"FRAT1","hsa-miR-6724-5p","FRAT1" -"CSF1R.1","hsa-miR-6724-5p","CSF1R" +"FRAT1.1","hsa-miR-6724-5p","FRAT1" +"CSF1R","hsa-miR-6724-5p","CSF1R" +"CCPG1","hsa-miR-6724-5p","CCPG1" "C17orf99","hsa-miR-6724-5p","C17orf99" "NFE2L1","hsa-miR-6728-5p","NFE2L1" "GPR31","hsa-miR-6728-5p","GPR31" -"TRAPPC5","hsa-miR-6728-5p","TRAPPC5" -"DVL1","hsa-miR-6728-5p","DVL1" -"ERAP1","hsa-miR-6729-5p","ERAP1" -"STAT4","hsa-miR-6730-5p","STAT4" -"MAMDC4","hsa-miR-6731-5p","MAMDC4" -"RAB40B.1","hsa-miR-6731-5p","RAB40B" -"H2AP","hsa-miR-6732-5p","H2AP" +"REV1","hsa-miR-6728-5p","REV1" +"STAT4.1","hsa-miR-6730-5p","STAT4" +"ARID4A","hsa-miR-6731-5p","ARID4A" +"MT1E","hsa-miR-6731-5p","MT1E" "RELCH","hsa-miR-6733-5p","RELCH" -"PLCD1","hsa-miR-6733-5p","PLCD1" -"SEPTIN1","hsa-miR-6733-5p","SEPTIN1" -"DAB2IP","hsa-miR-6734-5p","DAB2IP" +"RNF31","hsa-miR-6734-5p","RNF31" "CD300C","hsa-miR-6734-5p","CD300C" +"SMG8","hsa-miR-6735-5p","SMG8" "SLCO6A1","hsa-miR-6736-5p","SLCO6A1" "CLINT1","hsa-miR-6736-5p","CLINT1" "TMEM9","hsa-miR-6738-5p","TMEM9" "CCNK","hsa-miR-6739-5p","CCNK" "ZNF254","hsa-miR-6740-5p","ZNF254" "CRY2","hsa-miR-6743-5p","CRY2" +"WDFY1","hsa-miR-6743-5p","WDFY1" "NBAS","hsa-miR-6743-5p","NBAS" -"ZNF532","hsa-miR-6744-5p","ZNF532" +"ZNF532.1","hsa-miR-6744-5p","ZNF532" "SHCBP1","hsa-miR-6744-5p","SHCBP1" -"PMPCA","hsa-miR-6744-5p","PMPCA" "PSG2","hsa-miR-6744-5p","PSG2" -"ZNF687","hsa-miR-6744-5p","ZNF687" -"ADARB2.2","hsa-miR-6747-5p","ADARB2" +"ADARB2.1","hsa-miR-6747-5p","ADARB2" +"ERVMER34.1","hsa-miR-6747-5p","ERVMER34-1" "ASPH","hsa-miR-6747-5p","ASPH" -"UPK3A","hsa-miR-6748-5p","UPK3A" -"SMIM6","hsa-miR-6748-5p","SMIM6" "ZNF799","hsa-miR-6748-5p","ZNF799" +"LY6H","hsa-miR-6749-5p","LY6H" +"UBE2D2","hsa-miR-6749-5p","UBE2D2" "RBIS","hsa-miR-675-5p","RBIS" -"BRD1","hsa-miR-675-5p","BRD1" "FZD2.1","hsa-miR-675-5p","FZD2" -"TNFAIP8L1.1","hsa-miR-675-5p","TNFAIP8L1" -"XKRX","hsa-miR-6751-5p","XKRX" -"PNMA2","hsa-miR-6754-5p","PNMA2" +"ABCC6","hsa-miR-6753-5p","ABCC6" +"C4orf51","hsa-miR-6753-5p","C4orf51" "MALT1","hsa-miR-6754-5p","MALT1" "GOLGA8J","hsa-miR-6755-5p","GOLGA8J" -"VPS26C","hsa-miR-6755-5p","VPS26C" +"TNFSF13","hsa-miR-6755-5p","TNFSF13" +"NCOA7","hsa-miR-6756-5p","NCOA7" "RHOD","hsa-miR-6757-5p","RHOD" -"DCAF11","hsa-miR-6759-5p","DCAF11" "NPAP1","hsa-miR-676-5p","NPAP1" "PSMA5","hsa-miR-676-5p","PSMA5" "SPECC1L","hsa-miR-6762-5p","SPECC1L" +"ETFBKMT.1","hsa-miR-6762-5p","ETFBKMT" +"ANAPC1","hsa-miR-6762-5p","ANAPC1" "CACNG7","hsa-miR-6762-5p","CACNG7" +"TBRG1","hsa-miR-6763-5p","TBRG1" "SPG7","hsa-miR-6763-5p","SPG7" -"TBC1D25","hsa-miR-6765-5p","TBC1D25" -"GSTM1.1","hsa-miR-6765-5p","GSTM1" -"GRIA3","hsa-miR-6766-5p","GRIA3" -"TSC1","hsa-miR-6766-5p","TSC1" -"CYP4V2","hsa-miR-6766-5p","CYP4V2" -"PGM2.1","hsa-miR-6766-5p","PGM2" -"GMPR2","hsa-miR-6767-5p","GMPR2" -"TAS2R4.2","hsa-miR-6767-5p","TAS2R4" +"CCDC14","hsa-miR-6763-5p","CCDC14" +"RTL10","hsa-miR-6764-5p","RTL10" +"AK3","hsa-miR-6767-5p","AK3" +"PRDX5","hsa-miR-6767-5p","PRDX5" "RAB4B","hsa-miR-6768-5p","RAB4B" -"NEO1","hsa-miR-6768-5p","NEO1" -"CTXN1.1","hsa-miR-6768-5p","CTXN1" +"CTXN1","hsa-miR-6768-5p","CTXN1" "ZNF589","hsa-miR-6768-5p","ZNF589" "TENT5B.1","hsa-miR-6768-5p","TENT5B" -"H3C15","hsa-miR-6768-5p","H3C15" +"ANGEL2","hsa-miR-6769a-5p","ANGEL2" +"ZNF136","hsa-miR-6769a-5p","ZNF136" +"SAFB2","hsa-miR-6769a-5p","SAFB2" +"ZNF649","hsa-miR-6769b-5p","ZNF649" "NBL1","hsa-miR-6769b-5p","NBL1" +"DYDC2","hsa-miR-6771-5p","DYDC2" "DAG1","hsa-miR-6771-5p","DAG1" -"SLC12A7.1","hsa-miR-6774-5p","SLC12A7" -"PLCXD3","hsa-miR-6774-5p","PLCXD3" +"JDP2","hsa-miR-6772-5p","JDP2" "GPR65","hsa-miR-6774-5p","GPR65" -"RANBP3.1","hsa-miR-6775-5p","RANBP3" -"CALB1","hsa-miR-6775-5p","CALB1" -"AKAP7","hsa-miR-6775-5p","AKAP7" -"ARHGEF33.1","hsa-miR-6775-5p","ARHGEF33" +"SERTAD2","hsa-miR-6775-5p","SERTAD2" +"ARHGEF33","hsa-miR-6775-5p","ARHGEF33" "CD40","hsa-miR-6776-5p","CD40" -"GLMN","hsa-miR-6776-5p","GLMN" -"BFSP2","hsa-miR-6778-5p","BFSP2" +"CD86.1","hsa-miR-6776-5p","CD86" +"NEK2","hsa-miR-6777-5p","NEK2" +"IGF2","hsa-miR-6777-5p","IGF2" "GJC2","hsa-miR-6778-5p","GJC2" "SPANXB1","hsa-miR-6780a-5p","SPANXB1" "POTEB3","hsa-miR-6780b-5p","POTEB3" -"PRPF6","hsa-miR-6781-5p","PRPF6" +"BCL2L1","hsa-miR-6780b-5p","BCL2L1" "LGALS3","hsa-miR-6785-5p","LGALS3" -"HOXC4","hsa-miR-6787-5p","HOXC4" -"PPP1R2","hsa-miR-6788-5p","PPP1R2" +"VPREB3.1","hsa-miR-6786-5p","VPREB3" "SLC25A21","hsa-miR-6789-5p","SLC25A21" "CUZD1","hsa-miR-6790-5p","CUZD1" +"STARD9","hsa-miR-6791-5p","STARD9" "BFAR","hsa-miR-6794-5p","BFAR" +"C2CD2","hsa-miR-6794-5p","C2CD2" "USP34","hsa-miR-6794-5p","USP34" -"DNPH1","hsa-miR-6794-5p","DNPH1" +"ALB","hsa-miR-6794-5p","ALB" +"QPCT","hsa-miR-6795-5p","QPCT" "FMO5","hsa-miR-6795-5p","FMO5" -"ELOVL5","hsa-miR-6796-5p","ELOVL5" -"CD5","hsa-miR-6796-5p","CD5" -"HSD17B1","hsa-miR-6797-5p","HSD17B1" -"CBLN3","hsa-miR-6798-5p","CBLN3" -"C12orf29","hsa-miR-6799-5p","C12orf29" +"ELOVL5.1","hsa-miR-6796-5p","ELOVL5" +"HSD17B1.1","hsa-miR-6797-5p","HSD17B1" +"CCL21","hsa-miR-6798-5p","CCL21" +"MAGI3","hsa-miR-6799-5p","MAGI3" "RNF19A","hsa-miR-6801-5p","RNF19A" -"ZNF417.1","hsa-miR-6801-5p","ZNF417" "SEC31B","hsa-miR-6802-5p","SEC31B" -"CTSF","hsa-miR-6802-5p","CTSF" "LNX1","hsa-miR-6803-5p","LNX1" "ZNF783","hsa-miR-6805-5p","ZNF783" "SRSF12","hsa-miR-6805-5p","SRSF12" -"FAM76B","hsa-miR-6806-5p","FAM76B" -"LINS1","hsa-miR-6806-5p","LINS1" -"LMBRD1.1","hsa-miR-6810-5p","LMBRD1" -"DNAJC4","hsa-miR-6811-5p","DNAJC4" -"SCN7A.1","hsa-miR-6813-5p","SCN7A" -"SREK1IP1","hsa-miR-6814-5p","SREK1IP1" -"GABARAPL1","hsa-miR-6818-5p","GABARAPL1" -"TSPAN15","hsa-miR-6818-5p","TSPAN15" -"ESRRA","hsa-miR-6819-5p","ESRRA" +"DNAJC4.1","hsa-miR-6811-5p","DNAJC4" +"RWDD3","hsa-miR-6812-5p","RWDD3" +"CACNA1B","hsa-miR-6812-5p","CACNA1B" +"ALDOB","hsa-miR-6813-5p","ALDOB" +"EHBP1L1","hsa-miR-6816-5p","EHBP1L1" +"GABARAPL1.1","hsa-miR-6818-5p","GABARAPL1" +"MTERF2","hsa-miR-6818-5p","MTERF2" "TRIM17","hsa-miR-6820-5p","TRIM17" +"DDX46","hsa-miR-6820-5p","DDX46" "CXCL11","hsa-miR-6820-5p","CXCL11" "TRIT1","hsa-miR-6821-5p","TRIT1" +"TAS2R46","hsa-miR-6822-5p","TAS2R46" "SSC4D","hsa-miR-6822-5p","SSC4D" +"DDX51","hsa-miR-6824-5p","DDX51" "FBXO32","hsa-miR-6825-5p","FBXO32" -"PLEKHA5","hsa-miR-6826-5p","PLEKHA5" +"CTBP1","hsa-miR-6825-5p","CTBP1" +"TLX2.1","hsa-miR-6826-5p","TLX2" "MFSD14B","hsa-miR-6827-5p","MFSD14B" "ACADM","hsa-miR-6829-5p","ACADM" "NDUFC1","hsa-miR-6830-5p","NDUFC1" "PTCHD4","hsa-miR-6830-5p","PTCHD4" -"PSMD10","hsa-miR-6831-5p","PSMD10" -"SERBP1","hsa-miR-6832-5p","SERBP1" -"LEKR1","hsa-miR-6832-5p","LEKR1" +"MDN1","hsa-miR-6831-5p","MDN1" +"DIPK1B","hsa-miR-6832-5p","DIPK1B" +"IQCK.1","hsa-miR-6833-5p","IQCK" +"GABPB2","hsa-miR-6834-5p","GABPB2" "PRMT1","hsa-miR-6835-5p","PRMT1" -"BCL2L14","hsa-miR-6837-5p","BCL2L14" -"CLK1","hsa-miR-6838-5p","CLK1" +"PBK","hsa-miR-6836-5p","PBK" "IFIT5","hsa-miR-6839-5p","IFIT5" -"INTS6","hsa-miR-6840-5p","INTS6" -"GAN","hsa-miR-6841-5p","GAN" -"LRRC58","hsa-miR-6841-5p","LRRC58" -"AP2A2","hsa-miR-6842-5p","AP2A2" +"DHRSX","hsa-miR-6841-5p","DHRSX" "PAAF1","hsa-miR-6842-5p","PAAF1" +"PCP2","hsa-miR-6842-5p","PCP2" "NEDD4","hsa-miR-6842-5p","NEDD4" "TRPM5","hsa-miR-6842-5p","TRPM5" +"NOP56","hsa-miR-6843-3p","NOP56" "EEF1E1.BLOC1S5","hsa-miR-6843-3p","EEF1E1-BLOC1S5" "CEP70","hsa-miR-6844","CEP70" +"PAICS","hsa-miR-6844","PAICS" "UBE2Z","hsa-miR-6846-5p","UBE2Z" -"KIF4B","hsa-miR-6847-5p","KIF4B" +"BICDL1","hsa-miR-6846-5p","BICDL1" +"NKD2","hsa-miR-6850-5p","NKD2" "CCDC7","hsa-miR-6850-5p","CCDC7" -"POLE2","hsa-miR-6851-5p","POLE2" +"CACNA1F","hsa-miR-6851-5p","CACNA1F" "EMC6","hsa-miR-6851-5p","EMC6" -"DHFR2","hsa-miR-6853-5p","DHFR2" -"RSRC2","hsa-miR-6854-5p","RSRC2" -"CPLANE2.1","hsa-miR-6856-5p","CPLANE2" +"SATB1","hsa-miR-6852-5p","SATB1" +"NOL3","hsa-miR-6855-5p","NOL3" +"GPAT4","hsa-miR-6856-5p","GPAT4" +"TP53I13","hsa-miR-6856-5p","TP53I13" +"FAM110B","hsa-miR-6857-5p","FAM110B" "CDK13","hsa-miR-6857-5p","CDK13" -"TCF12","hsa-miR-6858-5p","TCF12" -"BMPR1A.1","hsa-miR-6860","BMPR1A" +"TNNI3K","hsa-miR-6857-5p","TNNI3K" +"SON","hsa-miR-6860","SON" +"BMPR1A","hsa-miR-6860","BMPR1A" "DALRD3","hsa-miR-6860","DALRD3" "LRRC28","hsa-miR-6861-5p","LRRC28" -"ZNF506","hsa-miR-6862-5p","ZNF506" +"CHTOP","hsa-miR-6861-5p","CHTOP" "SCFD1","hsa-miR-6863","SCFD1" "TTBK2","hsa-miR-6863","TTBK2" -"OXCT1.1","hsa-miR-6864-5p","OXCT1" -"LARGE2.1","hsa-miR-6864-5p","LARGE2" +"IGSF6.1","hsa-miR-6864-5p","IGSF6" +"CUEDC2.1","hsa-miR-6864-5p","CUEDC2" +"POU3F1","hsa-miR-6864-5p","POU3F1" +"LARGE2","hsa-miR-6864-5p","LARGE2" "C11orf96","hsa-miR-6864-5p","C11orf96" -"NFATC3.1","hsa-miR-6866-5p","NFATC3" -"TCTN2","hsa-miR-6866-5p","TCTN2" +"NFATC3","hsa-miR-6866-5p","NFATC3" "ATP5PF","hsa-miR-6867-5p","ATP5PF" -"B3GAT3","hsa-miR-6867-5p","B3GAT3" -"ZNF582.1","hsa-miR-6869-5p","ZNF582" -"ANHX","hsa-miR-6871-5p","ANHX" +"ITIH3","hsa-miR-6867-5p","ITIH3" +"ECHS1","hsa-miR-6871-5p","ECHS1" +"COG8","hsa-miR-6871-5p","COG8" +"DGKK","hsa-miR-6873-5p","DGKK" "FAM133B","hsa-miR-6874-5p","FAM133B" -"TMPRSS3.1","hsa-miR-6875-5p","TMPRSS3" -"RB1","hsa-miR-6875-5p","RB1" -"STMN2","hsa-miR-6876-5p","STMN2" -"ZCCHC24.1","hsa-miR-6878-5p","ZCCHC24" +"PLAAT3","hsa-miR-6874-5p","PLAAT3" +"TMPRSS3","hsa-miR-6875-5p","TMPRSS3" +"MFSD13A","hsa-miR-6876-5p","MFSD13A" +"TRAT1.1","hsa-miR-6877-5p","TRAT1" +"UBAP2","hsa-miR-6877-5p","UBAP2" +"UTS2","hsa-miR-6877-5p","UTS2" +"SAMD12","hsa-miR-6878-5p","SAMD12" +"ZCCHC24.2","hsa-miR-6878-5p","ZCCHC24" +"LILRA5.1","hsa-miR-6879-5p","LILRA5" "DRAP1","hsa-miR-6879-5p","DRAP1" -"ZNF579","hsa-miR-6879-5p","ZNF579" +"DTNBP1","hsa-miR-6879-5p","DTNBP1" +"LHX2","hsa-miR-6881-5p","LHX2" +"SLC37A3","hsa-miR-6882-5p","SLC37A3" "APOOL","hsa-miR-6882-5p","APOOL" "NUDT3","hsa-miR-6882-5p","NUDT3" +"C6orf120","hsa-miR-6883-5p","C6orf120" +"RNPS1","hsa-miR-6883-5p","RNPS1" "EFNB2","hsa-miR-6884-5p","EFNB2" "KAZALD1","hsa-miR-6884-5p","KAZALD1" -"ZAN","hsa-miR-6885-5p","ZAN" "NDUFV2","hsa-miR-6886-5p","NDUFV2" -"SP140","hsa-miR-6886-5p","SP140" "CENPT","hsa-miR-6886-5p","CENPT" +"TAGLN3","hsa-miR-6888-5p","TAGLN3" "SLC29A2","hsa-miR-6888-5p","SLC29A2" "HOXA6","hsa-miR-6890-5p","HOXA6" +"ZNF765","hsa-miR-6892-5p","ZNF765" "IMPA2","hsa-miR-7-5p","IMPA2" -"DENND5A","hsa-miR-708-5p","DENND5A" -"TNC","hsa-miR-708-5p","TNC" -"RAB10","hsa-miR-708-5p","RAB10" +"CTNNBIP1","hsa-miR-7-5p","CTNNBIP1" +"DENND5A.1","hsa-miR-708-5p","DENND5A" "KCNJ15","hsa-miR-7106-5p","KCNJ15" -"SRSF11","hsa-miR-7106-5p","SRSF11" +"PGGT1B","hsa-miR-7106-5p","PGGT1B" +"RHBDL2","hsa-miR-7107-5p","RHBDL2" +"GSTM4","hsa-miR-7107-5p","GSTM4" "TIMP1","hsa-miR-711","TIMP1" -"ASPH.1","hsa-miR-711","ASPH" -"NACAD","hsa-miR-7110-5p","NACAD" +"CLIC3","hsa-miR-711","CLIC3" +"PTPN14","hsa-miR-7110-5p","PTPN14" "CCL25","hsa-miR-7110-5p","CCL25" -"KDM3A","hsa-miR-7112-5p","KDM3A" "IL21","hsa-miR-7112-5p","IL21" +"RHEBL1","hsa-miR-7112-5p","RHEBL1" +"RNFT1.1","hsa-miR-7113-5p","RNFT1" "CACNG4","hsa-miR-7114-5p","CACNG4" -"SPRR2B","hsa-miR-7150","SPRR2B" -"ARMH4","hsa-miR-7152-5p","ARMH4" +"USP8.1","hsa-miR-7114-5p","USP8" +"ZNF500","hsa-miR-7150","ZNF500" "MTMR1","hsa-miR-7153-5p","MTMR1" "HNRNPA0","hsa-miR-7153-5p","HNRNPA0" -"SYF2","hsa-miR-7153-5p","SYF2" -"LRRC28.1","hsa-miR-7154-5p","LRRC28" -"H2AC1","hsa-miR-7154-5p","H2AC1" -"DLX2","hsa-miR-7158-5p","DLX2" -"TUBE1","hsa-miR-7159-5p","TUBE1" +"IFNE","hsa-miR-7154-5p","IFNE" +"MTMR10","hsa-miR-7155-5p","MTMR10" +"PTH2","hsa-miR-7158-5p","PTH2" "CD300LF","hsa-miR-7159-5p","CD300LF" "PANX1","hsa-miR-7160-5p","PANX1" "ARRB2","hsa-miR-7161-5p","ARRB2" "TNFRSF25","hsa-miR-7162-5p","TNFRSF25" -"MT.ATP8","hsa-miR-718","MT-ATP8" -"H3.4","hsa-miR-718","H3-4" +"PIGO","hsa-miR-7162-5p","PIGO" "KCNG2.1","hsa-miR-744-5p","KCNG2" "RIPPLY1","hsa-miR-7515","RIPPLY1" +"SOS2","hsa-miR-7515","SOS2" +"FGF18","hsa-miR-7515","FGF18" +"SLC35E4","hsa-miR-7515","SLC35E4" +"MYH3","hsa-miR-7515","MYH3" "CILP2","hsa-miR-758-5p","CILP2" -"CD83","hsa-miR-759","CD83" -"CCDC89","hsa-miR-761","CCDC89" +"PTMA","hsa-miR-758-5p","PTMA" +"CXXC4","hsa-miR-759","CXXC4" +"AMY1C","hsa-miR-759","AMY1C" "MED4","hsa-miR-764","MED4" -"CLTCL1","hsa-miR-766-5p","CLTCL1" +"TRPC1","hsa-miR-765","TRPC1" "HS3ST3B1","hsa-miR-766-5p","HS3ST3B1" -"SAFB","hsa-miR-7704","SAFB" -"HES4","hsa-miR-7705","HES4" -"HEXD","hsa-miR-7706","HEXD" -"TIMM10B","hsa-miR-7706","TIMM10B" +"FAM219A","hsa-miR-766-5p","FAM219A" +"SFPQ","hsa-miR-766-5p","SFPQ" +"SLC10A5.1","hsa-miR-770-5p","SLC10A5" +"RPA3","hsa-miR-7706","RPA3" "SMPD3","hsa-miR-7843-5p","SMPD3" -"STRIP1","hsa-miR-7844-5p","STRIP1" -"MRPS11","hsa-miR-7844-5p","MRPS11" -"MRPL35","hsa-miR-7844-5p","MRPL35" "LSR.1","hsa-miR-7844-5p","LSR" -"ST8SIA1.1","hsa-miR-7845-5p","ST8SIA1" +"TRAM1L1","hsa-miR-7845-5p","TRAM1L1" +"NGFR","hsa-miR-7845-5p","NGFR" +"TMEM121B","hsa-miR-7846-3p","TMEM121B" +"LGR6","hsa-miR-7846-3p","LGR6" "PARP11","hsa-miR-7847-3p","PARP11" -"SETBP1","hsa-miR-7847-3p","SETBP1" -"TBC1D2","hsa-miR-7854-3p","TBC1D2" +"NEK2.1","hsa-miR-7850-5p","NEK2" "CASP2","hsa-miR-7856-5p","CASP2" "SLC8B1","hsa-miR-7856-5p","SLC8B1" "DEK","hsa-miR-7973","DEK" -"UFC1","hsa-miR-7973","UFC1" "C16orf89","hsa-miR-7973","C16orf89" -"PPP1R14C","hsa-miR-7974","PPP1R14C" -"OGFR","hsa-miR-7975","OGFR" "KLHDC1","hsa-miR-7975","KLHDC1" -"KCNJ10","hsa-miR-7978","KCNJ10" -"FBLN2","hsa-miR-7978","FBLN2" -"TRIM71","hsa-miR-802","TRIM71" +"KLHL42.2","hsa-miR-7976","KLHL42" +"KLF2","hsa-miR-7977","KLF2" +"STN1","hsa-miR-802","STN1" +"TAAR8","hsa-miR-802","TAAR8" +"FMO2","hsa-miR-802","FMO2" "TTLL9","hsa-miR-8052","TTLL9" -"DKK3.1","hsa-miR-8052","DKK3" -"FBXO44","hsa-miR-8052","FBXO44" -"CRISP2","hsa-miR-8053","CRISP2" +"RAVER1","hsa-miR-8054","RAVER1" +"H4C15","hsa-miR-8054","H4C15" "UTY","hsa-miR-8055","UTY" -"BBS4","hsa-miR-8056","BBS4" +"RGS9BP","hsa-miR-8056","RGS9BP" "MGRN1","hsa-miR-8058","MGRN1" +"CUL4A.1","hsa-miR-8058","CUL4A" "ATAD3C","hsa-miR-8058","ATAD3C" -"SAMD7","hsa-miR-8059","SAMD7" -"RSPO2","hsa-miR-8065","RSPO2" -"DLGAP4.1","hsa-miR-8066","DLGAP4" +"SMARCC1","hsa-miR-8064","SMARCC1" +"ZNF471","hsa-miR-8066","ZNF471" "ZNF621","hsa-miR-8066","ZNF621" "HIF1A","hsa-miR-8067","HIF1A" -"MT.ND6","hsa-miR-8068","MT-ND6" -"MIGA2","hsa-miR-8068","MIGA2" "ANGPTL6","hsa-miR-8069","ANGPTL6" "HDGFL2","hsa-miR-8070","HDGFL2" +"DNAAF1","hsa-miR-8070","DNAAF1" "SLC2A14","hsa-miR-8070","SLC2A14" -"GNPDA2","hsa-miR-8072","GNPDA2" "WFDC2","hsa-miR-8074","WFDC2" -"TGIF2.RAB5IF","hsa-miR-8078","TGIF2-RAB5IF" +"TGIF2.RAB5IF.1","hsa-miR-8078","TGIF2-RAB5IF" "NR4A1","hsa-miR-8079","NR4A1" "MS4A6E.1","hsa-miR-8080","MS4A6E" -"CBX1","hsa-miR-8083","CBX1" -"CD1B","hsa-miR-8083","CD1B" -"ARHGAP44","hsa-miR-8084","ARHGAP44" -"PARVG","hsa-miR-8085","PARVG" +"OR51S1","hsa-miR-8081","OR51S1" +"URB2","hsa-miR-8084","URB2" +"SEC22C","hsa-miR-8084","SEC22C" "ARC","hsa-miR-8085","ARC" "FNDC3B","hsa-miR-8085","FNDC3B" -"NT5C3A","hsa-miR-8085","NT5C3A" -"GSN.3","hsa-miR-8085","GSN" -"SPATA20","hsa-miR-8085","SPATA20" -"SPANXB1.1","hsa-miR-8087","SPANXB1" -"TMEM9B","hsa-miR-8485","TMEM9B" -"COX19","hsa-miR-873-5p","COX19" +"CLK3","hsa-miR-8085","CLK3" +"GSN.1","hsa-miR-8085","GSN" +"ZMYND15","hsa-miR-8089","ZMYND15" +"TMEM9B.1","hsa-miR-8485","TMEM9B" +"KRTDAP","hsa-miR-873-5p","KRTDAP" "TPRG1","hsa-miR-873-5p","TPRG1" "PLEKHG1","hsa-miR-873-5p","PLEKHG1" -"PCDH9","hsa-miR-874-5p","PCDH9" -"MMACHC","hsa-miR-874-5p","MMACHC" -"ACAA1","hsa-miR-874-5p","ACAA1" +"GPM6A","hsa-miR-874-5p","GPM6A" "HMGCS2","hsa-miR-875-5p","HMGCS2" -"RHBDL3","hsa-miR-876-5p","RHBDL3" -"ST3GAL4.2","hsa-miR-876-5p","ST3GAL4" -"KLRF1","hsa-miR-876-5p","KLRF1" -"SHC4","hsa-miR-885-5p","SHC4" -"STXBP1","hsa-miR-885-5p","STXBP1" +"PVRIG","hsa-miR-876-5p","PVRIG" +"DEFB1.1","hsa-miR-877-5p","DEFB1" +"LRRCC1","hsa-miR-877-5p","LRRCC1" +"ZNF75D","hsa-miR-877-5p","ZNF75D" +"SHC4.1","hsa-miR-885-5p","SHC4" "ZNF540","hsa-miR-887-5p","ZNF540" "PHF10","hsa-miR-887-5p","PHF10" +"ASH2L","hsa-miR-887-5p","ASH2L" +"PHLPP1","hsa-miR-888-5p","PHLPP1" +"TNFSF9","hsa-miR-888-5p","TNFSF9" "ALS2","hsa-miR-888-5p","ALS2" -"RIPOR3","hsa-miR-889-5p","RIPOR3" -"GNPDA2.1","hsa-miR-890","GNPDA2" -"ANKRD31","hsa-miR-890","ANKRD31" +"IQCF2","hsa-miR-889-5p","IQCF2" "UQCC3","hsa-miR-892a","UQCC3" "IGFBP6.1","hsa-miR-892b","IGFBP6" "QARS1","hsa-miR-892b","QARS1" "EGR3","hsa-miR-9-5p","EGR3" "ZNF674","hsa-miR-9-5p","ZNF674" "TCEAL8","hsa-miR-9-5p","TCEAL8" -"PPIAL4G","hsa-miR-9-5p","PPIAL4G" -"PAPPA2.1","hsa-miR-920","PAPPA2" +"PRCP","hsa-miR-921","PRCP" +"KRT222.1","hsa-miR-921","KRT222" "C1QTNF12","hsa-miR-921","C1QTNF12" "PRPF3","hsa-miR-922","PRPF3" "RPL10","hsa-miR-92a-1-5p","RPL10" "DUSP11","hsa-miR-92a-1-5p","DUSP11" -"GLIS3","hsa-miR-92b-5p","GLIS3" +"TMEM121B.1","hsa-miR-92a-2-5p","TMEM121B" "HDHD3","hsa-miR-92b-5p","HDHD3" -"NAT10","hsa-miR-93-5p","NAT10" "CBY1","hsa-miR-933","CBY1" "SMPD3.1","hsa-miR-935","SMPD3" +"RASSF9","hsa-miR-935","RASSF9" "ZNF436","hsa-miR-936","ZNF436" +"DIXDC1","hsa-miR-936","DIXDC1" +"ZMAT1","hsa-miR-936","ZMAT1" "ZNF738","hsa-miR-936","ZNF738" -"E2F5","hsa-miR-937-5p","E2F5" -"DNAJC4.1","hsa-miR-937-5p","DNAJC4" +"DNAJC4.2","hsa-miR-937-5p","DNAJC4" "NEURL4","hsa-miR-938","NEURL4" -"IMPDH1","hsa-miR-938","IMPDH1" +"RAB2B","hsa-miR-938","RAB2B" +"REM1","hsa-miR-938","REM1" "FAM241A","hsa-miR-938","FAM241A" -"FBXL14","hsa-miR-940","FBXL14" -"COPS6","hsa-miR-941","COPS6" -"CD300C.1","hsa-miR-941","CD300C" -"GNGT2","hsa-miR-96-5p","GNGT2" -"SHISA7","hsa-miR-96-5p","SHISA7" -"PTMA","hsa-miR-98-5p","PTMA" +"PCDHGB6","hsa-miR-939-5p","PCDHGB6" +"CPEB3","hsa-miR-95-5p","CPEB3" "KCNRG","hsa-miR-99b-5p","KCNRG" diff --git a/source/circGPA_analysis.R b/source/circGPA_analysis.R index 4fd5f084952e61b43d8236f822321748f285a89c..898995a36d72f8df8450edcbf764702140a5822a 100644 --- a/source/circGPA_analysis.R +++ b/source/circGPA_analysis.R @@ -27,6 +27,18 @@ go_3 <- rownames(circGPA3corr) wanted_go_terms <- intersect(intersect(go_1, go_2), go_3) +# Remove HP_ terms --> unwanted phenotypical terms +nonHP <- sapply(wanted_go_terms, function(g) { + pref <- strsplit(g, "_")[[1]][1] + if(pref == "HP"){ + return(NA) + } + return(g) + }) + +wanted_go_terms <- wanted_go_terms[wanted_go_terms %in% nonHP] + + runOnCirc <- function(circRNA, goLower = 10, goUpper = 1000) { results <- annotateCirc(circRNA, wanted_go_terms) df <- resultsToDataFrame(results) diff --git a/source/skeleton.R b/source/skeleton.R index 6775ccfa42de9c2d19f37d0d35af479596c1e5bd..2930839088a85d132c1d1993db2e8bbd8e2ff182 100644 --- a/source/skeleton.R +++ b/source/skeleton.R @@ -14,7 +14,7 @@ BGe_compute <- function(adj, param) return(score) }) ) - + cat("Score of part:", sc) return(sc) } setwd(prev_wd) @@ -86,6 +86,7 @@ Energy_compute <- function(G_adjs, B_PKs, N) # Add non-blocked E_non_blocked <- E_non_blocked + ncol(B_PKs[[i]]) * nrow(B_PKs[[i]]) + } # in both scoring we add +1 for each blocked edge too diff --git a/workflow.Rmd b/workflow.Rmd index c79b24aee1542752137acb42870ccdc839bc7e8e..be1e4cf3fc6db40b4159fde27c281c0171fea6be 100644 --- a/workflow.Rmd +++ b/workflow.Rmd @@ -180,6 +180,16 @@ df3 <- readRDS(paste("data/", circname3, "_BN.RData", sep="")) df1_orig <- readRDS(paste("data/", circname1, "_circGPA.RData", sep="")) df2_orig <- readRDS(paste("data/", circname2, "_circGPA.RData", sep="")) df3_orig <- readRDS(paste("data/", circname3, "_circGPA.RData", sep="")) + +df1 <- df1[df1$Row.names %in% wanted_go_terms,] +df2 <- df2[df2$Row.names %in% wanted_go_terms,] +df3 <- df3[df3$Row.names %in% wanted_go_terms,] + +df1_orig <- df1_orig[df1_orig$Row.names %in% wanted_go_terms,] +df2_orig <- df2_orig[df2_orig$Row.names %in% wanted_go_terms,] +df3_orig <- df3_orig[df3_orig$Row.names %in% wanted_go_terms,] + + ``` > Alternatively, instead of comparing the rank -- a p-value sequence is compared. The result is the same @@ -199,11 +209,15 @@ df3_orig <- transform(df3_orig, pvalue = as.numeric(pvalue)) ordering <- match(df1$Row.names, rownames(circGPA1corr)) df1 <- df1[ordering,] -df1[is.na(df1$pvalue), "pvalue"] <- 1.1 +#df1[is.na(df1$pvalue), "pvalue"] <- 1.1 +#df1[is.na(df1$fdr), "fdr"] <- 1.1 +df1[is.na(df1$bonferroni), "bonferroni"] <- 1.1 + ordering <- match(df1_orig$Row.names, rownames(circGPA1corr)) df1_orig <- df1_orig[ordering,] df1_orig[is.na(df1_orig$pvalue), "pvalue"] <- 1.1 + ordering <- match(df2$Row.names, rownames(circGPA2corr)) df2 <- df2[ordering,] df2[is.na(df2$pvalue), "pvalue"] <- 1.1 @@ -263,6 +277,139 @@ print(cor.test(x=circGPA3corr$pvalue, y=df3$pvalue, method = 'spearman')) spearmanCI(x=circGPA3corr$pvalue, y=df3$pvalue) ``` +### MDS-related GO terms analysis + +```{r} +library(msigdbr) +library(GO.db) +library(stringr) +extract_data <- function(text) +{ + ret <- strsplit(text, c("\t", "\n"))[[1]][seq(1, 10000, 3)] + ret <- sapply(ret, function(s){ + parts <- strsplit(s, "\n")[[1]] + idx <- 1 + (length(parts) == 2) + return(parts[idx]) + }) + ret <- unname(ret) + ret_goid <- ret + ret_goid <- ret_goid[!is.na(ret_goid)] + ret_goid <- ret_goid[-length(ret_goid)] + ret_goid <- str_replace(ret_goid, " ", "") + + ret <- strsplit(text, c("\t", "\n"))[[1]][seq(2, 10000, 3)] + ret <- ret[!is.na(ret)] + return(list(ret, ret_goid)) +} +convert_circGPA <- function(goids) +{ + goTerms = unlist(Term(GOTERM)) + goTermNames = names(goTerms) + #c5map <- read.table('goidmap.tsv', header=TRUE) + m_df = msigdbr(species = "Homo sapiens") %>% dplyr::filter(gs_cat %in% c("C5")) + m_df = m_df[m_df$gs_exact_source %in% goids,] + m_list = m_df %>% split(x = .$gene_symbol, f = .$gs_name) # transform them into a form suitable for fgsea + longnames = paste("GO_", str_replace_all(toupper(goTerms), ' ', '_'), sep="") + indices = longnames %in% names(m_list) + + goTerms = goTerms[indices] + goTermNames = goTermNames[indices] + + missing = !names(m_list) %in% longnames + missing = names(m_list)[missing] + goTermNames = c(goTermNames, missing) + + missing = setNames(as.list(missing), missing) + goTerms = c(goTerms, unlist(missing)) + return(goTerms) +} +total_table <- data.frame(matrix(NA, 1, 3)) + +res <- extract_data("GO:0006955 Immune response 27 9.26E−09 +GO:0007166 Cell surface receptor signaling pathway 33 3.21E−07 +GO:0000982 Transcription factor activity 11 4.51E−06 +GO:0001775 Cell activation 16 2.84E−05 +GO:0040011 Locomotion 20 1.06E−04 +GO:0005102 Receptor binding 19 1.14E−04 +GO:0045595 Cell differentiation 20 1.20E−04 +GO:0002684 Regulation of immune system 15 1.99E−04 +GO:0010605 Regulation of macromolecule metabolic 24 5.27E−04 +GO:0022407 Cell-cell adhesion 9 5.71E−04 +GO:0009891 Biosynthetic process 20 6.39E−04 +GO:0004871 Signal transducer activity 19 1.12E−03 +GO:0008283 Cell proliferation 20 1.26E−03 +GO:0060548 Cell death 13 1.27E−03 +GO:0098552 Side of membrane 9 1.54E−03 +GO:0043565 Specific DNA binding 14 1.47E−03 +GO:0006915 Apoptotic process 19 1.57E−03 +GO:0009892 Regulation of metabolic process 24 1.63E−03 +GO:0060429 Epithelium development 14 1.72E−03 +GO:0048514 Blood vessel morphogenesis 9 2.64E−03 +GO:0003707 Steroid hormone receptor activity 4 2.71E−03 +GO:0016477 Cell migration 14 4.50E−03 +GO:0060537 Muscle tissue development 7 8.93E−03 +GO:0005615 Extracellular space 14 2.40E−03 +GO:0051427 Hormone receptor binding 4 3.39E−02 +GO:0001047 Core promoter binding 4 4.05E−02 +GO:0044877 Macromolecular complex 12 4.16E−02 +GO:0060337 Type I interferon signaling pathway 4 2.28E−04 +GO:0098542 Defense response 5 4.77E−04 +GO:0009605 Response to external stimulus 10 4.04E−03 +GO:0002252 Immune effector 6 6.19E−03 +GO:0007166 Cell surface receptor signaling pathway 11 6.70E−03 +GO:0019221 Cytokine-mediated signaling pathway 5 1.16E−02 +GO:0098911 Regulation of cell action potential 2 2.25E−02 +GO:0050954 Sensory perception 3 2.69E−02 +GO:0006955 Immune response 7 3.50E−02 +GO:0045746 Notch signaling pathway 2 4.76E−02 +GO:0006955 Immune response 10 3.15E−06 +GO:0030098 Immune cell differentiation 6 4.93E−05 +GO:0098552 Side of membrane 5 5.71E−04 +GO:0000982 Transcription factor 5 4.34E−04 +GO:0003677 DNA binding 9 5.97E−04 +GO:0016337 Cell adhesion 6 1.24E−03 +GO:0030097 Hemopoiesis 6 2.09E−03 +GO:0001775 Cell activation 6 2.34E−03 +GO:0006952 Defense response 7 2.99E−03 +GO:0007166 Cell surface receptor 8 1.22E−02 +GO:0006259 DNA metabolic 5 1.83E−02 +GO:0001822 Kidney development 3 3.90E−02 +Hsa05340 Primary immunodeficiency 5 3.02E−07 +Hsa04640 Hematopoietic cell lineage 5 1.36E−05 +Hsa04662 B cell receptor signaling pathway 3 6.19E−03 +Hsa04068 FOXO signaling pathway 3 2.09E−02 +GO:0000122 NegativeregulationoftranscriptionfromRNApolymeraseIIpromoter144.31 E- 05 BPterm +GO:0045944 PositiveregulationoftranscriptionfromRNApolymeraseIIpromoter167.07 E- 05 BPterm +GO:0006366 TranscriptionfromRNApolymeraseIIpromoter111.93 E- 04 BPterm +GO:0002377 Immunoglobulinproduction31.03 E- 03 BPterm +GO:0010628 Positiveregulationofgeneexpression71.77 E- 03 BPterm +GO:0050853 Bcellreceptorsignalingpathway42.33 E- 03 BPterm +GO:0071345 Cellularresponsetocytokinestimulus35.11 E- 03 BPterm +GO:0005667 Transcriptionfactorcomplex83.29 E- 05 BPterm +GO:0005634 Nucleus384.67 E- 03 BPterm +GO:0001077 Transcriptionalactivatoractivity,RNApolymeraseIIcorepromoterequence-specific binding 101.38 E- 06 BPterm +GO:0000978 RNApolymeraseIIcorepromoterproximalregionsequence-specificDNAbinding103.69 E- 05 BPterm +GO:0043565 Sequence-specificDNAbinding106.26 E- 04 +") +res[[1]] <- c(res[[1]], "too lazy to add") +res[[2]] <- c(res[[2]], "GO:0045814") + +res[[1]] <- c(res[[1]], "chromatin silence complex") +res[[2]] <- c(res[[2]], "GO:0005677") + +res[[1]] <- c(res[[1]], "DNA ligation DNA repair") +res[[2]] <- c(res[[2]], "GO:0051103") + +res[[1]] <- c(res[[1]], "DNA spliceosome regulation") +res[[2]] <- c(res[[2]], "GO:0048024") + +total_table <- data.frame(matrix(NA, length(res[[1]]), 3)) +total_table[,1] <- res[[1]] +total_table[,2] <- res[[2]] +MDS_RELATED_TERMS <- convert_circGPA(res[[2]]) + +``` + ```{r} library(ggVennDiagram) @@ -273,7 +420,7 @@ rank1_corr <- rownames(circGPA1corr)[order(circGPA1corr$pvalue)] rank1_corr <- rank1_corr[1:100] rank1_BN <- as.character(df1$Row.names[order(df1$pvalue)]) -rank1_BN <- rank1_corr[1:100] +rank1_BN <- rank1_BN[1:100] x = list(orig=rank1_circGPA, corr=rank1_corr, BN=rank1_BN) print(ggVennDiagram(x)) @@ -282,6 +429,26 @@ print("####################################") print(rank1_corr[1:3]) print("####################################") print(rank1_BN[1:3]) + + + + +rank1_circGPA <- as.character(df1_orig$Row.names[order(df1_orig$pvalue)]) +rank1_circGPA_ids <- match(MDS_RELATED_TERMS, rank1_circGPA) +rank1_circGPA_ids <- rank1_circGPA_ids[!is.na(rank1_circGPA_ids)] + +rank1_corr <- rownames(circGPA1corr)[order(circGPA1corr$pvalue)] +rank1_corr_ids <- match(MDS_RELATED_TERMS, rank1_corr) +rank1_corr_ids <- rank1_corr_ids[!is.na(rank1_corr_ids)] + +rank1_BN <- as.character(df1$Row.names[order(df1$pvalue)]) +rank1_BN_ids <- match(MDS_RELATED_TERMS, rank1_BN) +rank1_BN_ids <- rank1_BN_ids[!is.na(rank1_BN_ids)] + +bdata <- data.frame(orig=rank1_circGPA_ids, corr=rank1_corr_ids, BN=rank1_BN_ids) +boxplot(bdata$orig, bdata$corr, bdata$BN, + names = c("circGPA", "circGPAcorr", "circGPA-BN")) + ``` ```{r} @@ -292,7 +459,7 @@ rank2_corr <- rownames(circGPA2corr)[order(circGPA2corr$pvalue)] rank2_corr <- rank2_corr[1:100] rank2_BN <- as.character(df2$Row.names[order(df2$pvalue)]) -rank2_BN <- rank2_corr[1:100] +rank2_BN <- rank2_BN[1:100] x = list(orig=rank2_circGPA, corr=rank2_corr, BN=rank2_BN) print(ggVennDiagram(x)) @@ -301,6 +468,23 @@ print("####################################") print(rank2_corr[1:3]) print("####################################") print(rank2_BN[1:3]) + + +rank2_circGPA <- as.character(df2_orig$Row.names[order(df2_orig$pvalue)]) +rank2_circGPA_ids <- match(MDS_RELATED_TERMS, rank2_circGPA) +rank2_circGPA_ids <- rank2_circGPA_ids[!is.na(rank2_circGPA_ids)] + +rank2_corr <- rownames(circGPA2corr)[order(circGPA2corr$pvalue)] +rank2_corr_ids <- match(MDS_RELATED_TERMS, rank2_corr) +rank2_corr_ids <- rank2_corr_ids[!is.na(rank2_corr_ids)] + +rank2_BN <- as.character(df2$Row.names[order(df2$pvalue)]) +rank2_BN_ids <- match(MDS_RELATED_TERMS, rank2_BN) +rank2_BN_ids <- rank2_BN_ids[!is.na(rank2_BN_ids)] + +bdata <- data.frame(orig=rank2_circGPA_ids, corr=rank2_corr_ids, BN=rank2_BN_ids) +boxplot(bdata$orig, bdata$corr, bdata$BN, + names = c("circGPA", "circGPAcorr", "circGPA-BN")) ``` ```{r} @@ -311,7 +495,7 @@ rank3_corr <- rownames(circGPA3corr)[order(circGPA3corr$pvalue)] rank3_corr <- rank3_corr[1:100] rank3_BN <- as.character(df3$Row.names[order(df3$pvalue)]) -rank3_BN <- rank3_corr[1:100] +rank3_BN <- rank3_BN[1:100] x = list(orig=rank3_circGPA, corr=rank3_corr, BN=rank3_BN) print(ggVennDiagram(x)) @@ -320,6 +504,24 @@ print("####################################") print(rank3_corr[1:3]) print("####################################") print(rank3_BN[1:3]) + + +rank3_circGPA <- as.character(df3_orig$Row.names[order(df3_orig$pvalue)]) +rank3_circGPA_ids <- match(MDS_RELATED_TERMS, rank3_circGPA) +rank3_circGPA_ids <- rank3_circGPA_ids[!is.na(rank3_circGPA_ids)] + +rank3_corr <- rownames(circGPA3corr)[order(circGPA3corr$pvalue)] +rank3_corr_ids <- match(MDS_RELATED_TERMS, rank3_corr) +rank3_corr_ids <- rank3_corr_ids[!is.na(rank3_corr_ids)] + +rank3_BN <- as.character(df3$Row.names[order(df3$pvalue)]) +rank3_BN_ids <- match(MDS_RELATED_TERMS, rank3_BN) +rank3_BN_ids <- rank3_BN_ids[!is.na(rank3_BN_ids)] + +bdata <- data.frame(orig=rank3_circGPA_ids, corr=rank3_corr_ids, BN=rank3_BN_ids) +boxplot(bdata$orig, bdata$corr, bdata$BN, + names = c("circGPA", "circGPAcorr", "circGPA-BN")) + ``` ## IntOMICS