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. 2020 Nov 27;8:562677. doi: 10.3389/fbioe.2020.562677

TABLE 2.

IPA based on 200 high-frequent genes of correctly predicted transcriptomic profiles.

IPA modules # Genes Gene Name p-value
Canonical Pathways

GADD45 Signaling 10 CCNB1, CCND1, CCND3, CDK1, CDK4, CDKN1A, GADD45A, GADD45B, PCNA, TP53 2.13E-14
Cell Cycle: G2/M DNA Damage Checkpoint Regulation 9 CCNB1, CCNB2, CDK1, CDKN1A, GADD45A, PLK1, RPS6KA1, TOP2A, TP53 8.66E-09
Estrogen-mediated S-phase Entry 7 CCND1, CDC25A, CDK1, CDK4, CDKN1A, CDKN1B, MYC 1.16E-08
Cyclins and Cell Cycle Regulation 10 CCNB1, CCNB2, CCND1, CCND3, CDC25A, CDK1, CDK4, CDKN1A, CDKN1B, TP53 2.12E-08
ATM Signaling 10 ATF1, CCNB1, CCNB2, CDC25A, CDK1, CDKN1A, GADD45A, GADD45B, NFKBIA, TP53 2.94E-08

Hepatoxicity-related Functions

Liver Cancer 46 ATF5, BIRC5, C2CD5, CANT1, CCDC92, CCNB1, CCNB2, CCND3, CDC45, CGRRF1, CNDP2, CYTH1, DDIT4, DUSP4, GRB10, HMGCS1, HMOX1, HSPA8, HSPD1, IFRD2, IGFBP3, INPP1, INSIG1, JADE2, KEAP1, KIF14, LBR, LGMN, LOXL1, LSM5, MYC, NPC1, NR2F6, NRIP1, POLR2I, RELB, SPR, STXBP1, TIAM1, TIPARP, TLE1, TOP2A, TP53, USP1, WASHC4, WDTC1 2.26E-01
Hepatoblastoma 1 TP53 3.06E-02

Gene Ontology Analysis

Nucleus 55 TOP2A, KDM5B, CDKN1B, FHL2, GABPB1, PRSS23, HOXA10, RGS2, ZFP36, CCND3, TUBB6, CCND1, MYC, RPS6KA1, IER3, TSC22D3, IGFBP3, NOSIP, CDC25A, UGDH, NPEPL1, MELK, BIRC5, ATF5, TP53, RBKS, NOTCH1, PCNA, CDCA4, GLRX, ADRB2, FOXO4, RELB, DNAJB1, CCNB2, CCNB1, NFIL3, USP1, HMOX1, SCAND1, WDTC1, SPDEF, HSPA8, XBP1, SPAG7, GADD45B, UBE2C, TIPARP, SORBS3, PSMB8, NR2F6, FOSL1, NFKBIA, NET1, POLE2 1.96E-03
Nucleolus 20 TOP2A, TCERG1, TLE1, MYO10, PARP2, PLK1, PWP1, ACAT2, JMJD6, CDK4, MYC, NRIP1, RRS1, NUSAP1, TIMELESS, CCDC86, RBM34, POLR2I, RAE1, TP53 6.81E-03
Nucleoplasm 33 TOP2A, ATF1, RNH1, PCNA, STXBP1, KEAP1, FOXO4, TSEN2, SMC4, CNDP2, GNAI2, RELB, CDC20, CCND1, PUF60, SPR, MYC, EPB41L2, HMG20B, CBR3, PARP2, GADD45A, CGRRF1, CDC25B, JMJD6, CCNA2, UGDH, PLCB3, TNIP1, STUB1, ATF5, DLD, RAD9A 1.01E-02
Midbody 7 PLK1, CDK1, KIF14, KEAP1, BIRC5, KIF20A, GNAI2 2.27E-02
Cytoplasm 52 KDM5B, RNH1, CASC3, TSEN2, SMC4, CNDP2, HOXA10, CDC20, PCMT1, RGS2, CCND3, TUBB6, PNP, CCND1, SPR, KIF5C, RPS6KA1, NUSAP1, PARP2, TSC22D3, NOSIP, KCTD5, CDC25A, CDC25B, NPEPL1, MELK, BIRC5, ATF5, TP53, RBKS, PCNA, INPP1, PRUNE1, HSPD1, GNAI2, EPB41L2, CYTH1, UBQLN2, MYO10, GADD45B, UBE2C, GADD45A, PLK1, SORBS3, PSMB8, MLLT11, EIF5, GNPDA1, TNIP1, BAMBI, CDK1, RAD9A 2.27E-02
Spindle Microtubule 5 PLK1, NUSAP1, CDK1, BIRC5, AURKA 2.27E-02
Cyclin-Dependent Protein Kinase Holoenzyme Complex 4 CCND3, CDKN1A, CCND1, CDK4 3.36E-02
Positive Regulation Of Apoptotic Process 10 MLLT11, TOP2A, NET1, NOTCH1, MELK, GADD45B, GADD45A, IGFBP3, HMOX1, SPDEF 2.75E-02