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Table 1 List of representative networks with log-rank test p-values.

From: Predicting glioblastoma prognosis networks using weighted gene co-expression network analysis on TCGA data

Cluster #

# of unique genes

Representative network size

Log-rank test

p-value

Top enriched GO terms

Member genes of the representative network

1

284

11

5.7 × 10-5

BP: extracellular matrix organization (8.22 × 10-7)

BP (entire cluster): immune system process (1.01 × 10-46)

MF: enzyme inhibitor activity (2.28 × 10-7)

CC: proteinacious extracellular matrix (7.32 × 10-7)

CLIC1, ILK, LGALS1, LGALS3, ANXA2, TIMP1, ANXA2P2, IQGAP1, EMP3, CAST, HEXB

2

43

22

1.31 × 10-4

BP: chromatin organization (1.91 × 10-4)

MF: deoxycytidyltransferase activity (2.28 × 10-7)

CC: nucleoplasm (7.75 × 10-5)

C10orf18, TAF5, SIRT1, FMR1, FBXO11, TCERG1, CXorf45, CASP8AP2, ARID4B, JMJD1C, TAF2, ELF2, CENPC1, ZNF131, NUP153, SUZ12, SR140, ATAD2B, HISPPD1, REV1, PMS1, ZCCHC11

3

34

16

2.21 × 10-4

BP: RNA processing (6.60 × 10-5)

MF: poly(A)-specific ribonuclease activity (1.50 × 10-3)

CC: nuclear speck (9.97 × 10-5)

USP52, ZCCHC11, FNBP4, CROP, NKTR, SFRS18, RBM6, RBM5, CCNL2, C21orf66, DMTF1, WSB1, CDK5RAP3, ZNF692, LOC440350, LOC339047

4

27

25

4.52 × 10-4

BP: translation (2.06 × 10-5), ncRNA metabolic process (4.01 × 10-4)

MF: structural constituent of ribosome (5.92 × 10-5)

CC: ribonucleoprotein complex (2.03 × 10-7)

RPP30, UCK2, BUB3, SMNDC1, SAR1A, MRPS16, GLRX3, TIMM23, UTP11L, HCCS, POLR3C, EIF2B3, MRPL9, SNRPD1, TFB2M, SUMO1, FASTKD3, HSPA14, DUSP11, ATPBD1C, MRPS15, MED28, GTF2B, MRPL22, POLE3

5

15

15

6.19 × 10-4

BP: RNA processing (2.18 × 10-10), RNA splicing (7.93 × 10-8)

MF: RNA binding (2.00 × 10-12)

CC: heterogeneous nuclear ribonucleoprotein complex (1.22 × 10-12)

JARID1B, RBM12, ADNP, CPSF6, HNRPA3, ILF3, CTCF, HNRPD, HNRNPA0, SART3, HNRPDL, SFPQ, HNRNPR, TARDBP, TLK2

6

35

27

0.0016

BP: chromatin modification (1.64 × 10-9), histone acetylation (5.73 × 10-6)

MF: transcription activator activity (1.18 × 10-5)

CC: nucleolus (1.39 × 10-8)

BAHCC1, CHD7, PHF2, TOP2B, TCF4, MYST3, SETD5, POGZ, BRD3, MED13, BPTF, GPATCH8, TARDBP, ILF3, HNRNPR, NASP, MDC1, ARID1A, TRIM33, CTCF, HNRPA3, RBM10, YLPM1, SMARCA4, SART3, SFRS8, EP400

7

12

12

0.002747

BP: pentose-phosphate shunt , oxidative branch (1.94 × 10-3)

MF: 6-phosphoglucono-lactonase activity (1.29 × 10-3)

CC: ribosome (7.42 × 10-3)

PGLS, TMED1, CD320, MRPL4, RFXANK, TMEM161A, CLPP, STX10, TMEM147, EIF3G, C19orf56, UBA52

8

39

32

0.002782

BP: translation (8.30 × 10-7)

MF: structural constituent of ribosome (8.92 × 10-9)

CC: ribosome (1.59 × 10-9), mitochondrion (2.47 × 10-6)

COMMD3, HSBP1, ZNF32, SUPT4H1, NFU1, LYRM4, RPS3A, RPS7, SNRPG, HAX1, MED28, UXT, MRPL22, FAM96B, UQCRQ, HBXIP, UBL5, MRPS15, NDUFA2, GTF2B, DUSP11, PSMA5, GTF2A2, PSMB4, ATP5F1, MRPL13, ATPBD1C, MRPL46, MRPL11, MRPS7, WDR61, BNIP1

9

25

25

0.003697

BP: RNA processing (1.06 × 10-3), mitotic cell cycle (1.66 × 10-3)

MF: eukaryotic initiation factor 4G binding (1.29 × 10-3), RNA binding (4.08 × 10-3)

CC: chromosomal part (2.64 × 10-3)

DDX52, PRPSAP2, YWHAQ, ORC4L, MOBKL3, MYNN, CENPQ, C11orf73, MIS12, HMGN4, C14orf104, FASTKD3, SNRPD1, C4orf27, SFRS3, SUMO1, GIN1, FLJ13611, THAP1, ATPBD1C, DUSP11, EIF4E, PIGF, RY1, NIF3L1

10

14

14

0.004707

BP: nuclear-transcribed mRNA catabolic process (1.82 × 10-3)

MF: RNA binding (3.02 × 10-3)

CC: BRISC complex (2.94 × 10-3)

DDX50, DIP2C, KIAA0157, KIAA1128, KIAA1279, LARP5, PAPD1, RAB11FIP2, SHOC2, TNKS2, UPF2, WAC, WDR37, ZMYND11

11

22

16

0.005489

BP: type I interferon-mediated signalling (4.49 × 10-14) pathway, immune system process (1.79 × 10-11)

MF: MHC class I receptor activity (4.94 × 10-10)

CC: MHC class I protein complex (1.80 × 10-9)

CASP1, CASP4, PLSCR1, NMI, SP100, SP110, TRIM22, TRIM6-TRIM34, TRIM21, IFI35, PSMB9, PSMB8, HLA-F, HLA-B, HLA-C, HLA-E

12

12

12

0.005663

BP: -

MF: sequence-specific DNA binding transcription factor activity (2.43 × 10-2)

CC: -

ZNF134, ZNF180, ZNF211, ZNF222, ZNF223, ZNF228, ZNF230, ZNF304, ZNF419, ZNF45, ZNF606, ZNF8

13

21

21

0.006774

BP: mitotic cell cycle (6.43 × 10-5)

MF: RNA trimethylguanosine synthase activity (1.13 × 10-3)

CC: nucleoplasm (4.08 × 10-4)

EED, POLD3, ELF2, CENPC1, HISPPD1, ZNF131, RBM12, CEP57, NOL11, COIL, NUP160, CEP76, ZNF140, ZNF143, TDG, TAF11, FASTKD3, TGS1, EXOSC9, YTHDF2, SAE2

14

18

18

0.006858

BP: arginine biosynthetic process via orthithine (9.69 × 10-4)

MF: argininosuccinate lyase activity 9.67 × 10-4)

CC: organelle envelope (4.11 × 10-3)

ASL, ZMYM6, RAB32, CD58, MOBKL1B, TRAM1, CD164, RER1, CCDC109B, CLIC1, CASP4, SQRDL, SERPINB1, MR1, CASP1, CAPG, MGAT4A, ANXA4

15

22

22

0.007708

BP: multicellular organismal movement (4.97 × 10-4)

MF: ATP-dependent helicase activity (2.22 × 10-4)

CC: endopeptidase Clp complex (1.10 × 10-3)

SEC24A, TMF1, KIAA0372, CLCC1, DHX29, SLC30A5, VPS54, CHD1, RPS6KB1, HISPPD1, ETAA1, CENPC1, CLPX, C1orf9, ZNF131, KLHL20, REV1, ZC3H7A, DDX46, NUP153, SMCHD1, PPWD1

16

15

15

0.008207

BP: ribulose-phosphate 3-epimerase activity (8.069 × 10-4)

MF: mRNA 3'-end processing (1.429 × 10-3)

CC: SPOTS complex (1.574 × 10-3)

C15orf15, SELT, COMMD10, UBE2A, TMED2, CNOT8, NMD3, MRPL42, BZW1, NUDT21, SPTLC1, DCTN4, YIPF5, RPE, C20orf30

  1. The p-values associated with the GO terms are based on Fisher's exact tests without Bonferroni correction (http://toppgene.cchmc.org).