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Table 3 Transcription factors (TFs) and microRNAs (miRNAs) identified by the analyses of PrCa-associated modules (M1-M5)

From: Key regulators in prostate cancer identified by co-expression module analysis

 

No.

Module genes

TF symbol

p a

Module genes

miRNA symbol

p

Module M1

1

CEBPB CXCR4 CTGF PPP1R15A SELE CCL4 EREG SERPINE1 FOS THBD

TATA

1.23 × 10−5

BTG2 GAP43 ADM SMAD7

hsa-miR-25

2.70 × 10−3

2

GADD45A CTGF HIF1A GADD45B CCL4 GAP43 SGK1 ERRFI1 FOS IL5 ADM

NFAT[79]

2.20 × 10−5

CEBPB GAP43

hsa-miR-191

4.00 × 10−3

3

CEBPB NLRP3 GAP43 EREG HMGB2 ERRFI1 IL5 DUSP1

UNKNOWN

5.19 × 10−5

HMGB2 FOS ADM SMAD7

hsa-miR-181a

6.10 × 10−3

4

ATM HIF1A FOS CCL20 EREG

TCF1P

7.40 × 10−5

SGK1 BCL3 CTGF EREG

hsa-miR-19a[82]

6.10 × 10−3

5

BCL3 CTGF CCL20 GADD45B ERN1

CREL

7.40 × 10−5

ERRFI1 GADD45A GAP43

hsa-miR-148a

1.19 × 10−2

Module M2

1

DOPEY1 CARTPT RIMS1 CDH1 TLK1 STEAP2 ANP32A TOMM22 CADM1 ADRB2 COG3 XPO7 COPG2 KDELR2 PDIA4

UNKNOWN

6.27 × 10−5

BET1 AP1G1 ARCN1 SEC62

hsa-miR-409-3p

3.50 × 10−2

2

TMEM48 SEC62 CADM1 SYNRG AP3M1 DOPEY1 COPZ1 RIMS1 ARFIP1 ANP32A ARFGAP3 GSK3B COG3 TIMM17B LMAN1 AP1G1 SNAPIN

SP1[80]

4.00 × 10−4

RAB14 AP1G1 ATP2C1

hsa-miR-302b

3.80 × 10−3

3

SEC23IP ARFIP1 ATP2C1 TLK1 TOMM22 AP3B1 COG3 UHMK1 SYNRG MTX2

ELK1

1.50 × 10−3

RAB14 ARCN1 AP3M1 RERE

hsa-miR-211

4.70 × 10−3

4

COPZ1 CARTPT ATP2C1 STEAP2 ANP32A CADM1 UHMK1 AP1G1 SYNRG ARCN1 MTX2 RERE

NFAT

2.60 × 10−3

STRADB CADM1 ADRB2 SYNRG ARCN1 TLK1

hsa-miR-15a[83]

4.70 × 10−3

5

DOPEY1 CARTPT ERGIC1 AP1M2 CDH1 MIPEP SEC22A ANP32A CADM1 ADRB2 SHROOM2 AP3M1 RPAIN

E12

5.90 × 10−3

BET1 AP1G1 ARCN1 SEC62

hsa-miR-1

1.14 × 10−2

Module M3

1

SMAD3 KPNA4 KPNA3 LMAN2L REEP1 FLNA PEX14 OPTN TRPS1

SP1

1.20 × 10−3

SMAD3 MXI1 LRP1B KPNA4 TRPS1

hsa-miR-524

1.00 × 10−4

2

RTP4 KPNA3 OPTN

STAT1

4.80 × 10−3

SMAD3 NLGN1 LRP1B KPNA4 LMAN2L

hsa-miR-15a

3.00 × 10−4

3

MXI1 KPNA3 TRPS1

CEBPA

4.80 × 10−3

NLGN1 KPNA4 REEP1 TRPS1

hsa-miR-493

3.00 × 10−4

4

SMAD3 BIN3 LMAN2L

PITX2

4.80 × 10−3

MXI1 KPNA3 REEP1

hsa-miR-24

2.40 × 10−3

5

GLI3 MXI1 TRPS1

CDC5L

4.80 × 10−3

SMAD3 KPNA3

hsa-miR-302b

3.70 × 10−3

Module M4

1

CALR EIF5A UNC13B IGF1R TBX3 SOCS2 GLO1 BCL2L1 VEGFA PSEN1

SP1

3.00 × 10−4

BCL2L1 VEGFA DHCR24

hsa-miR-377

3.00 × 10−3

2

EIF5A BCL2L1 PPP1R13B SOCS2

UNKNOWN

6.00 × 10−4

PPP2CA SOCS2

hsa-miR-139

9.00 × 10−3

3

BCL2L1 VEGFA NME5 BIK

RFX1

6.00 × 10−4

PPP2CA VEGFA CBX4

hsa-miR-200b[84]

9.00 × 10−3

4

PPP2CA CALR EIF5A PPP1R13B SFN

VSX1

1.90 × 10−3

VEGFA TBX3

hsa-miR-140

9.00 × 10−3

5

PPP2CA EIF5A SOCS2

RORA

1.90 × 10−3

PPP2CA VEGFA PPP1R13B

hsa-miR-29a

9.60 × 10−3

Module M5

1

TNF BTG1 GADD45A CCL2 IL6 GADD45B PIM1 CDKN1A RELA RHOB IER3

NFAT

3.59 × 10−7

GADD45A RHOB SOCS3

hsa-miR-527

3.50 × 10−3

2

BCL3 TNFRSF9 TNFSF18 ERN1 GADD45B IER3

RELA

3.59 × 10−7

BTG1 BCL3 RHOB SOCS3

hsa-miR-19a

3.50 × 10−3

3

BCL3 TNFRSF9 TNFSF18 ERN1 GADD45B IER3

REL

3.59 × 10−7

NLRP3 RHOB

hsa-miR-223

8.40 × 10−3

4

TNF BCL3 TNFRSF9 TNFSF18 ERN1 GADD45B

NFKB

3.59 × 10−7

BTG1 PIM1

hsa-miR-183

2.14 × 10−2

 

5

TNFRSF9 GADD45A IL6 PPP1R15A GADD45B CDKN1A PIM1 RELA SERPINB2

JUN

4.86 × 10−7

CUL1 SOCS3

hsa-miR-203

2.89 × 10−2

  1. TFs and miRNAs in italics were those shared between modules and associated with prostate cancer.
  2. ap values were adjusted by FDR method.