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Table 3 Genetic networks in CT drugs-treated OC spheroidsa.

From: Global gene expression analysis of early response to chemotherapy treatment in ovarian cancer spheroids

Ntwk

Genes in Ingenuity networksb

Associated pathways

Scorec

A. Networks, commonly affected by treatment with all drugs (cisplatin, topotecan and paclitaxel)

1

ARL2, ARL6IP, ATAD2, BUB1 (includes EG:699), CDKN1A, CEP55, CTH, DEAF1, DTL, EIF5A, FHIT, HES6, HIST1H1B, HNRPA2B1, HOXA10, ING5, KIAA0101, KIF23, KIF2C, NUSAP1, PBK, PKMYT1, PLK1, PRC1, PSAP, RACGAP1, SORT1, SPDEF, TBCD, TUBB3, TUBB2A, UBE2S, UBE2T, UHRF1, VGLL4

Cell Cycle, Cellular Movement, Cancer

43

2

BIRC3, BRE, CASP3, CASP7, CEBPE, CSF3, CTSD, DLC1, DNM2, EDA, EIF4B, EIF4G1, EMD, ENO1, FADD, FANCA, GPX4, GRK1, IGF2R, IL17RA, KNTC2, LAMA5, LMNA, MAD1L1, PLSCR1, PRKCE, PTMA, RHO, SNCG, SPBC25, SPTAN1, TNFRSF6B, TRIM63, TXNL5, ZWINT

Cell Death, Connective Tissue Disorders, Cellular Growth and Proliferation

43

3

ADCY2, AHR, ALCAM, APOE, ASCL2, CASK, CCND1, CDKN2D, COX7A2L, CRYL1, DBP, DKK1, DLG1, DLL4, F11R, FZD1, FZD4, GMNN, KLF5, LDLR, LDLRAP1, LRPAP1, MCM10, MDFI (includes EG:4188), MRAS, PER2, PLXNB2, PPP2CB, PPP2R4, SET, SMARCB1, SMARCD2, SNX17 (includes EG:9784), WNT1, WNT3A

Gene Expression, Lipid Metabolism, Small Molecule Biochemistry

43

4

AKT2, BRCA1, BRCA2, C5, CA5A, CD151, DDB2, DDIT4, GNB2L1, HMG20B, IFI35, ITGB1, ITGB1BP2, JAK1, LRCH4, NMI, NOV, NRAS, NTN1, PERP (includes EG:64065), PIK4CA, PITPNM1, PPP1R2, PPP1R9B, PTPN11, PTPRM, SERPINH1, SH2D1A (includes EG:4068), SLAMF1, SLC7A8, SNAI2, TMED9, TNFAIP2 (includes EG:7127), XRCC6, YWHAB

Cell Death, Cancer, Cell Cycle

43

5

ACAA1, ACOT8, B2M, CTSL2, DHCR24, GADD45B, HIPK2, HLA-A, HLA-B, HLA-E, HLA-F, HMGA1, IL22RA2, INSR, MGLL, MVK, MYBBP1A, NALP12, PCNA, PFDN6, PIK3R2, PKLR, POLDIP2, PPARA, PPARGC1B, PSMB8, PTPRG, RFX1, RFXAP, RRM1, SFRS5, SNX15, SURF6, TOMM40, TUB

Nutritional Disease, Cancer, Lipid Metabolism

43

B. Networks, affected by cisplatin treatment

1

BRCA1, CEBPE, CLU, DDIT4, ECE1, EEF1D, ENO1, EPPB9, GATA3, HIPK2, LDLR, LDLRAP1, LTBP3, MAD1L1, MAPKAPK2, MGMT, MSH2, MXD4, PDZK1IP1, PERP (includes EG:64065), PKIG, PLSCR1, PRKCG, PSMC3, PSMD12, RAG2, RHO, SMAD3, SPHK1, STOML2, TGFB1, TGIF, TMEPAI, TNFAIP2 (includes EG:7127), XRCC6

Cell Cycle, Cancer

51

2

ATAD2, CDC2, CDKN1A, CHAF1B, DKFZP762E1312, DNMT1, DTL, EXO1, FHIT, HES6, HOXA10, ING5, KIAA0101, MCM2, MCM3, MCM4, MCM10, MYBBP1A, NUSAP1, PBK, PCNA, PIP5K1C, PKMYT1, PSAP, RACGAP1, RRM1, RRM2, RUVBL2, TYMS, UBE2A (includes EG:7319), UBE2S, UBE2T, UHRF1, VGLL4, WDHD1

DNA Replication, Recombination, and Repair, Cancer

51

3

APAF1, APIP, AVEN, BCL2A1, BDNF, BIN1, BIRC1, CASP3, CASP7, CSH2, CTSD, DBNL, DEDD, DFFA, DLC1, DNM2, EIF4G1, EIF4G3, FADD, GAS2, GPX4, HCRT, HSH2D, ITGB3BP, LTBR, MAP2K5, PDE4A, PINK1, PRKAA2, PRKCZ, PSAP, SNCG, STK11, TGFA, TNFRSF6B

Cell Death, Cancer, Hematological Disease

21

4

BRD2, C19ORF2, CREB1, CYP11A1, EP300, EWSR1, EXOSC6, FUSIP1, GAS2L1, HLA-G, HSPA4L, ITM2C, LSM7, MYH13, MYOD1, NFYB, NUDT2, POLR1A, POLR2A, POLR2E, POLR2F, RRN3, SENP1, SIAHBP1, SUPT3H, TAF1C, TBP, TEAD2, TEAD4, TKT, TNNC1, TNNI2, TNNT2, TRERF1, VGLL1

Gene Expression, Cell Cycle, Skeletal and Muscular System Development and Function

20

5

ALAS1, ALPP, ARPC5, CD244, CD2BP2, CTH, CUGBP2, DNAJB5, EDF1, EGR2, EPS8L2, ERG, FOS, GRM4, HDLBP, HLA-B, HOXA9, IL1RL1, JUB, JUN, KEAP1, NFE2L2, NIPSNAP1, NTS (includes EG:57303), PMP22, RPS9, SDCBP, SKIV2L, SNCG, SNRPB, SOS1, USP1, WBP4, WDR90, WT1

Gene Expression, Organismal Injury and Abnormalities

18

C. Networks, affected by topotecan treatment

1

ARL6IP, ASPM, ATAD2, CDKN1A, COG1, COG5, CRI2, DDB2, DEAF1, DLG7, FHIT, H2AFZ, HES6, HIST1H1B, HNRPA2B1, KIF2C, KLF5, LIG3, MLLT1, NEIL1, NUSAP1, PARP2, PLK2, PSAP, RACGAP1, SET, SPDEF, SUPT16H, TRIM44 (includes EG:54765), UBE2C, UBE2D1, UBE2S, UBE2T, UHRF1, VGLL4

DNA Replication, Recombination, and Repair, Cell Cycle, Cellular Compromise

41

2

ADCY2, ADCY5, AKT1, ASCL2, CCL19, CCND1, CDH2, DKK1, DLC1, DLG1, DLG2, DLL4, FZD1, FZD4, GNAI1, GNB1, GNB2L1, H2AFX, MDFI (includes EG:4188), MRAS, NEUROG1, NEUROG3, NRAS, PRKAG1, PRKAR1A, PTPRM, RASSF1, ROBO1, SEMA3C, SRGAP1, TBCD, TUBB3, TUBB2A, WNT1, WNT3A

Cellular Movement, Cancer, Reproductive System Disease

41

3

AMPH, BRE, CABIN1, CALM1, CASP3, DAPK1, DDEF1, DNM2, DOCK1, EIF4B, EIF4G1, EIF4G3, ENO1, EPN1, EPS15, GNLY, GRK1, LMNA, MAP4K3, PTK2, PTMA, RHO, RIT2, SNCG, SPHK1, SPTAN1, SPTBN1, STK3, SYNE2, TNFRSF6B, TPD52L1, TPD52L2, TRIO, TXNL5, WASF1

Cellular Assembly and Organization, Cellular Function and Maintenance, Cellular Movement

41

4

ALDOA, ANP32B, B2M, BRF1, CALR, CAMK1, CKB, CLIC4, CORO1A, ELAVL1, FN1, GABARAP, HLA-A, HLA-B, HLA-E, IGF1R, ITGB5, ITGB3BP, ITSN1, KPNA2, KRT8, MAPK7, MEF2A, NALP12, NTN1, NUMB, PTPN11, PTPN3 (includes EG:5774), RAB1A, RAN, SLC2A4RG, SND1 (includes EG:27044), VCL, YWHAB, ZAK

Protein Trafficking, Cell Death, Molecular Transport

41

5

ACTL6A, ACTL6B, ARID1B (includes EG:57492), CCNB2, CDC2, CDK8, CEP170, CGA, CTSL2, GMNN, HMGA2, IFITM2, IFNGR1, INSR, ISGF3G, JAK1, MED25, NEK2, PKMYT1, PLK1, PLXNB2, PRKCZ, PSMA4, PSMB7, PTPRG, PTTG1, RAD51AP1, RNF103, SFRS5, SLC9A3R1, SMARCB1, SMARCD2, SNX15, SURF6, TUB

Cell Cycle, Cellular Assembly and Organization, Cancer

41

D. Networks, affected by paclitaxel treatment

1

BAG5, CTNNB1, CTNNBIP1, FZD8, GSTP1 (includes EG:2950), H2-ALPHA, JRK, K-ALPHA-1, KIF23, KLK2, LOC112714, LRP6, MDFI (includes EG:4188), MRPL13, MT3, MYF5, PARK2, PLK1, PTP4A3, RBP4, SERPINA5, TPT1, TUBA1, TUBA2, TUBA3, TUBA6, TUBA8, TUBB, TUBB1, TUBB3, TUBB4, TUBB2A, TUBB2C, TUBG1, WNT3A

Cancer, Reproductive System Disease, Renal and Urological Disease

22

2

ALOX5AP, ASAH2, CEBPE, CEBPG, DDIT3, DHPS, DNAJB5, DUSP9 (includes EG:1852), EIF4G1, ELK4, ERN1 (includes EG:2081), G6PD, GCLC, GCLM, IL3, IMPDH2, LAT, LCN2, MAPK12, MKNK1, MKNK2, MMP8, MT2A, NFE2L2, PRG2 (includes EG:5553), RPS6KA5 (includes EG:9252), SLC5A5, SLK, TALDO1, TDRD7, TGIF, TLR9, TNF, WNT10A, ZBTB17

Drug Metabolism, Molecular Transport, Small Molecule Biochemistry

19

3

ARPC1A, ARPC1B, BAX, BIRC6, CCNL2, CXCL13, DDIT4, EIF5A, FFAR3, GATA3, GPR44, HLA-A, HLA-E, HNRPA2B1, HOXC11, HSD17B1, ING5, JMY, LETMD1, LMNA, LTB, LTBP1, MDH1, MDM4, NALP12, PEG3 (includes EG:5178), PPP1R13B, PYCARD, RALY, SERPINB5, STK11, TBX21, TP53, TP53INP1, VHL

Cancer, Cell Death, Skeletal and Muscular Disorders

19

4

AHNAK, ANP32B, BAK1, C19ORF10, CAMP, DBP, DDIT3, ELAVL1, ENO2, FCGR2A, FCGR2B, HLA-C, HNRPA2B1, HRAS, IFI202B, IFNG, IL6, IL24, IL1RL1, LGALS1, LY6E, MOG, PLCE1, PSMB9, PSMB10, PTMA, S100A10, SDHA, SIRPA, TAP1, TFG, TNFRSF10B, TNFRSF6B, TRIM21, TTC28

Connective Tissue Disorders, Inflammatory Disease, Cell Death

17

5

ATF6, ATP5B, BZRAP1, COL1A1, COX4I2, COX5B, COX6A1, COX6A2, COX6B1, COX6B2, COX7A2L, COX7B, COX8C, CREBL1, DBI, GATAD2B, HDAC1 (includes EG:3065), ITM2C, LY6A, MBD3 (includes EG:53615), MBD3L1, MRPL12, MT1A, MYC, NFYB, PLK1, PRRG2, RAB3D, RIMS1, RIMS2, TRAM2, TSPO, TXNIP, UBE2S, ZBTB16

Cancer, Gene Expression, Tumor Morphology

17

  1. aThe five top-scoring networks for each drug treatment are presented.
  2. bBold genes are those identified by the microarray analysis, other genes were either not on the expression array or excluded by our gene expression selection criteria.
  3. cA score of 3 was considered significant (p < 0.001).