Research Article

Identification of Immunomodulatory Signatures Induced by American Ginseng in Murine Immune Cells

Table 3

Gene functional clusters regulated by American ginseng in murine splenic cells ex vivo.

GroupChangeTermGenes

NORM-CXUpregulationMembrane-enclosed lumenPOLR2F, PNO1, CHCHD4, MRTO4, ATF5, CDCA8, TIMM8A1, C1QBP, MRPL17, SDF2L1, RANGRF, GEMIN6, TFDP1

DEX-CXUpregulationSignal peptideMPZL3, NRP1, MSMB, MMP9, CRHBP, CCL9, ARSJ, GREM1, IL7R, CD68, SMPDL3A, APOE, LTF, EMB, GPNMB, CD27, PRL2C2, SHBG, WNT10A, LPL, LYZ2, CD8B1, ICAM2, TMIE, MDGA2, IL11RA1, STIM1, SIRPA, ACPL2, TMEM66, EMR1, PRL4A1, SLPI, FAIM3
DownregulationCell cycleE2F1, CLSPN, CCDC99, PRC1, KNTC1, AURKB, CEP55, CCNE1, NCAPH, MCM7, FANCI, INCENP, CDCA2, CDCA5, CDCA3, KIF11, DLGAP5, SGOL2, LIG1, GMNN, NUSAP1, BIRC5, NDC80, MCM2, ESCO2, ATM, NCAPD2, FANCD2, CCND2, PLK1, SIAH2, CHAF1A, MAD2L2, CHAF1B
DNA metabolic processGINS1, KIF22, CLSPN, NUDT1, LIG1, POLE, TREX1, BRIP1, MCM2, MCM10, ESCO2, ATM, CCNE1, MCM7, FANCI, FANCD2, RRM2, RRM1, AICDA, RUVBL2, CHAF1A, TOP2A, CHAF1B
Cellular response to stressKIF22, CLSPN, NUDT1, LIG1, POLE, BRIP1, TREX1, ESCO2, ATM, FANCD2, FANCI, IFNG, RUVBL2, EIF2AK2, CHAF1A, CHAF1B
Nucleotide bindingKIF22, TUBA3B, OAS2, AURKB, GMPPB, WARS, GALK1, PTK2, MCM7, IGTP, NT5C3, OASL2, KIF4, TAP1, OASL1, GBP10, MLKL, MX2, TOP2A, DHX58, GBP6, KIF11, GIMAP7, BC006779, LIG1, POLE, KIF15, IFI47, BRIP1, TREX1, GRHPR, MCM2, ATM, ABCG1, PSMB9, HYOU1, GVIN1, PLK1, PKM2, RRM1, RUVBL2, PGK1, EIF2AK2, OAS1G, GBP3, PAICS, GBP2, GBP1
Intracellular nonmembrane-bounded organelleGYPC, KIF22, CLSPN, ZBTB32, CCDC99, PRC1, HIST1H2AG, TUBA3B, KNTC1, CEP55, AURKB, DAXX, HIST2H2AB, PTK2, FANCI, INCENP, KIF4, ASF1B, TOP2A, DBNL, CENPN, KIF11, MRPS28, NOC4L, DLGAP5, SGOL2, KIF15, TPX2, NUSAP1, BIRC5, NDC80, CSRP1, MCM2, MID1IP1, ATM, CENPI, NCAPD2, APITD1, FANCD2, HIST1H3C
DNA bindingE2F1, KIF22, CLSPN, HIST1H2AG, TBX21, MYBL2, HIST2H2AB, MCM7, LOC100046232, KIF4, LOC100048299, TOP2A, DHX58, LIG1, POLE, NUSAP1, BRIP1, TREX1, MCM2, STAT1, ESCO2, ATM, STAT2, TRIM30, ATF3, APITD1, JUN, IRF7, IRF8, IRF1, HIST1H3C, RUVBL2

DEX-CPUpregulationCytoplasmic membrane-bounded vesicleSELP, RAB5B, CAMP, HEXB, RASL2-9, TGFB3, ACTN1, VEZT, CHI3L3, ANXA2, RABAC1, ATP7A, SLC11A1, SYN2, SORT1, LTF, MPO, NEU1, GPNMB, SLC40A1, RIN3, RAB27A
SignalNRP1, PLXNA2, FAM20B, CRHBP, MMP9, HEXB, SORL1, ARSJ, PGLYRP1, TGFB3, RETNLG, SIDT1, CD1D1, CD97, TMEM108, LOC100046259, SERPINE2, SLC24A3, APOE, SMPDL3A, LTF, IZUMO1, SEPP1, GPC1, DPP7, RAMP1, NXPH1, RAMP3, WNT10A, CD3G, CD3D, CRTAC1, ICAM2, CAR11, CAMP, TMIE, MDGA2, LRP1B, PTPRR, CST3, IL11RA1, H2-DMB1, SIRPA, HCST, CD84, CCDC3, ACVR2B, H2-OA, PRL4A1, LOC100047936, BACE1, SORT1, FAIM3, ERN2, FCRLA, NEU1, PRNP, CASQ2, CPM, IGFBPL1, MSMB, ENPP2, CLM3, CCL9, FCGRT, CCL5, IL7R, CD68, ITGB7, SFTPD, FCER1G, EMB, GPNMB, CD27, TYROBP, LPL, SELP, OVGP1, KLK8, LYZ2, CD8B1, PTPRZ1, PSAP, NID1, CHI3L3, HGF, IL6RA, CD55, EMR1, CXCL16, LIPH, MPO, LYG1
Regulation of apoptosisLST1, NUAK2, MMP9, STK17B, TGFB3, GLI3, GPX1, TSC22D3, NOD1, APOE, BCL11B, TRP53INP1, FCER1G, LOC100047353, LTB, PIK3R1, RASA1, CD27, RAB27A, CD3G, HGF, SNAI2, ATP7A, NRP, ADRB2, MSX1, ERN2, PRNP
DownregulationCell cycleE2F1, RAD51C, CLSPN, PRC1, KNTC1, AURKA, AURKB, CCNE1, CDCA8, MCM7, SEH1L, OIP5, FANCI, INCENP, PSMC3IP, MTBP, CDCA2, RANBP1, H2AFX, TUBG1, CDCA5, ASPM, CDCA3, CDC6, KIF11, DSN1, SGOL2, LIG1, SGOL1, TPX2, MND1, NUSAP1, ESPL1, MCM2, MCM3, CDK4, ESCO2, 6720463M24RIK, RAD51, MCM6, NCAPD2, UHRF1, MAD2L1, TIMELESS, SPAG5, FANCD2, CCND2, BUB1B, LOC640972, SIAH2, STMN1, MAD2L2, NUP43, CCDC99, TIPIN, ANLN, CEP55, RCC1, C79407, SPC25, NCAPH, NCAPG2, F630043A04RIK, MNS1, TFDP1, CKAP2, MKI67, DLGAP5, GMNN, NASP, SYCE2, BIRC5, CDC20, NDC80, CDKN3, CENPH, CCNB1, PLK1, PHGDH, CHTF18, CHAF1A, CHAF1B
Intracellular nonmembrane-bounded organelleRPP38, PRC1, KNTC1, AURKA, AURKB, EBNA1BP2, TOP1, CDCA8, OIP5, INCENP, PRIM2, H2AFX, TUBG1, RPS27A, ASPM, NUP133, SGOL2, SGOL1, RRP9, MRTO4, NCAPD2, RSL1D1, PA2G4, MAD2L1, RFC4, SPAG5, STMN1, MYBBP1A, NUP43, HMGB2, CCDC99, BLM, LMNB1, NHP2L1, NOC3L, TIPIN, ANLN, BANF1, SPC25, ORC6L, HIST1H4F, MNS1, ASF1B, MRPS27, CKAP2, MRPS28, NOC4L, MKI67, MRPS22, SYCE2, NDC80, PLK4, NUP62, HIST1H3A, PCNA, HIST1H3C, DNMT1, HIST1H3D, HIST1H3E, TMPO, ZBTB32, CLSPN, KIF22, LYAR, MKI67IP, GTSE1, SLC1A4, KIF2C, HIST2H2AB, RRP1B, GRWD1, SEH1L, FANCI, RANBP1, TOP2A, FTSJ3, CDC6, KIF11, EXOSC6, DSN1, KIF15, EXOSC2, TPX2, NUSAP1, NUP85, MRPS6, MCM2, MID1IP1, POLR1B, LOC100047827, RAD51, APITD1, FANCD2, NOL10, BUB1B, NUP107, KPNA2, WDR43, 2610036L11RIK, MTDH, HIST1H2AG, TUBA3B, UTP6, DNAHC11, CEP55, FCF1, C79407, GPHN, KIF4, MRPL16, F630043A04RIK, MARS, CENPN, TCP1, CENPM, RRP12, DLGAP5, PNO1, CENPP, BIRC5, CENPK, CENPI, CENPH, CCNB1, HIST1H2AH, HIST1H2AK, MPHOSPH6
ChromosomeZBTB32, CLSPN, KIF22, KNTC1, AURKB, HIST2H2AB, TOP1, CDCA8, OIP5, SEH1L, FANCI, INCENP, PRIM2, H2AFX, TUBG1, TOP2A, NUP133, DSN1, SGOL2, SGOL1, NUP85, MCM2, NCAPD2, LOC100047827, RAD51, MAD2L1, RFC4, APITD1, SPAG5, FANCD2, BUB1B, NUP107, NUP43, 2610036L11RIK, HMGB2, CCDC99, BLM, HIST1H2AG, TIPIN, BANF1, C79407, SPC25, F630043A04RIK, ORC6L, HIST1H4F, ASF1B, CENPN, CENPM, TCP1, MKI67, CENPP, SYCE2, NDC80, BIRC5, CENPK, CENPI, CENPH, HIST1H3A, PCNA, HIST1H2AH, DNMT1, HIST1H3C, HIST1H2AK, HIST1H3D, TMPO, HIST1H3E
DNA metabolic processCLSPN, KIF22, RAD51C, MCM10, CCNE1, TOP1, MCM7, FANCI, PRIM2, PSMC3IP, H2AFX, TOP2A, CDC6, NUDT1, POLH, LIG1, POLE, GTF2H4, MND1, MCM2, RBBP7, MCM3, ESCO2, MCM5, MCM6, RAD51, UHRF1, RFC4, FANCD2, RRM2, RRM1, LOC640972, AICDA, RUVBL2, HMGB2, BLM, UNG, TIPIN, BANF1, TK1, ORC6L, APEX1, FEN1, GINS1, GINS2, RAD51AP1, NASP, BRIP1, EEF1E1, POLD2, PCNA, DNMT1, CHTF18, CHAF1A, CHAF1B
ATP bindingHSP90AB1, RAD51C, KIF22, NARS, FIGNL1, CTPS, AURKA, CAD, CCT3, AURKB, MTHFD1, DDX27, WARS, TOP1, KIF2C, MCM7, OASL1, MLKL, TOP2A, CDC6, KIF11, HSP90AA1, PFKL, LIG1, AARS, KIF15, PFKP, TBRG4, CCT6A, PBK, MCM2, MCM3, CDK4, GMPS, MCM5, TTF2, RAD51, MCM6, TARS, NME2, RFC4, PKM2, RARS, EIF4A1, RRM1, FARSB, BUB1B, RUVBL2, ALDH18A1, BLM, TRIB3, ASNS, DNAHC11, KARS, PFAS, TK1, IARS, GALK1, STK40, KIF4, LARS, HSPE1, UCK2, HSPA5, HSPA8, MARS, TCP1, PIF1, PDK3, DDX1, BRIP1, EPRS, AARSD1, LOC100046163, PSMB9, GART, HYOU1, CCT5, PLK4, PLK1, CHTF18, HSPD1, PGK1, PAICS
Nucleotide bindingRAD51C, CTPS, HMGCR, AURKA, AURKB, CCT3, DDX27, TOP1, OASL1, MLKL, TUBG1, GBP6, LIG1, AARS, POLE, TBRG4, IFI47, NME2, RFC4, RARS, SNRPA, GBP3, GBP2, GBP1, BLM, KARS, TK1, GMPPB, EIF3B, GFM1, HSPE1, PIF1, DDX1, BRIP1, EPRS, AARSD1, VDAC2, VDAC3, LOC100046163, GART, PSMB9, HYOU1, CCT5, PLK4, PLK1, HSPD1, HSP90AB1, KIF22, NARS, FIGNL1, MKI67IP, CAD, MTHFD1, WARS, KIF2C, MCM7, SRPR, TOP2A, CDC6, KIF11, HSP90AA1, PFKL, KIF15, PFKP, CCT6A, GRHPR, PBK, MCM2, CDK4, ARL6, MCM3, GMPS, MCM5, TTF2, RAD51, MCM6, TARS, SQLE, PKM2, EIF4A1, RRM1, FARSB, BUB1B, THOC4, RUVBL2, ALDH18A1, TUBA3B, TRIB3, ASNS, DNAHC11, PFAS, IARS, GALK1, GPHN, STK40, KIF4, LARS, HSPA5, UCK2, GAPDH, HSPA8, MARS, TCP1, PDK3, PHGDH, CHTF18, PGK1, PAICS
Membrane-enclosed lumenE2F1, RPP38, PDIA3, LYAR, EZH2, PDIA6, MKI67IP, TOP1, EBNA1BP2, CDCA8, RRP1B, OIP5, GRWD1, TOP2A, FTSJ3, EXOSC6, GTF2H4, EXOSC2, NUSAP1, RRP9, POLR1B, CDK4, RBBP7, MRTO4, RSL1D1, PA2G4, TIMM8A1, C1QBP, JUN, NOL10, THOC4, RUVBL2, WDR43, MYBBP1A, MDH2, ALDOA, MTDH, LMNB1, NHP2L1, UTP6, NOC3L, TIMM10, CHCHD4, CALR, FCF1, KDELC1, SET, MRPL16, CACYBP, HSPE1, HSPA5, WDHD1, GEMIN6, TFDP1, MARS, RRP12, NOC4L, MKI67, MRPS22, PDK3, PNO1, ATF5, HYOU1, PLK4, ATF3, SDF2L1, PCNA, HSPD1, MPHOSPH6
Cellular response to stressKIF22, CLSPN, HMGB2, BLM, UNG, TIPIN, MIF, FANCI, IFNG, BCL3, H2AFX, HSPA5, FAM129A, APEX1, FEN1, RAD51AP1, NUDT1, POLH, LIG1, AARS, POLE, GTF2H4, BRIP1, ESCO2, RAD51, UHRF1, NUPR1, TIMELESS, FANCD2, EEF1E1, PCNA, RUVBL2, LOC100044948, CHAF1A, CHAF1B