data type: SNP
method: ZSCORE
K: 2
cutoff: 0.05
tolerance: 0%
Genes with the 1st to the k-th largest or smallest p-values: Exclude
Take common log and negated the p-values of genes: Yes

set name gene count set size z-score p-value corrected p-value FDR gene symbols
hsa04360
(boxplot)
1211304.6086105066435612.0268445264370882E-63.8712730454948385E-40.0NTN1
5.0228
UNC5C
3.8938
SEMA3A
3.7073
LRRC4C
3.6415
ABLIM2
3.3292
EPHA6
3.0747
SLIT3
3.0397
DCC
2.9809
NTNG1
2.9570
NTN4
2.8904
ABLIM1
2.8775
SEMA4C
2.8327
RAC2
2.8280
EFNA5
2.7908
EPHA5
2.7696
PTK2
2.7491
ITGB1
2.7206
SEMA5B
2.7206
ABLIM3
2.7014
UNC5D
2.6874
PLXNB1
2.6747
RAC1
2.6726
ROBO2
2.6682
RASA1
2.6584
SLIT2
2.5546
RHOA
2.5129
SEMA5A
2.5084
EPHB1
2.4432
NFATC2
2.3660
FYN
2.2385
NFATC3
2.2123
SEMA6A
2.1927
MAPK1
2.1844
EPHB2
2.1441
ROBO1
2.1315
SLIT1
2.0843
NFAT5
2.0659
ROCK2
2.0579
CXCL12
2.0554
EPHA8
2.0542
SEMA6D
2.0540
PLXNC1
2.0343
PAK7
2.0233
GNAI3
2.0223
SEMA3G
2.0141
SRGAP3
1.9987
EPHA1
1.9755
PPP3CA
1.9062
PLXNA2
1.8371
SEMA7A
1.8286
CDC42
1.8213
NRP1
1.8030
EPHA4
1.7778
RHOD
1.7762
EPHA3
1.7716
NFATC1
1.7678
PAK6
1.7667
NGEF
1.7572
HRAS
1.7462
ARHGEF12
1.7452
CDK5
1.7064
EPHB3
1.7027
SEMA6B
1.6979
RND1
1.6975
EPHA2
1.6880
MAPK3
1.6641
EPHA7
1.6596
CHP2
1.6574
PPP3R2
1.6507
EFNB3
1.6494
KRAS
1.6419
UNC5B
1.6396
PAK1
1.6191
GNAI1
1.6096
PPP3R1
1.6073
SEMA3C
1.6071
DPYSL5
1.5896
FES
1.5662
SEMA3E
1.5638
GSK3B
1.5188
SEMA6C
1.5183
ABL1
1.5088
SEMA4G
1.4623
NCK2
1.4406
RAC3
1.4192
MET
1.3873
SRGAP1
1.3691
EPHB4
1.3517
PAK2
1.3442
SEMA3D
1.3311
SEMA4A
1.3161
EFNB2
1.2812
ROCK1
1.2802
SEMA4D
1.2725
PPP3CC
1.2662
PLXNB2
1.2647
EFNA2
1.2352
CFL2
1.1942
DPYSL2
1.1596
PLXNA1
1.1495
SEMA4F
1.1265
CFL1
1.0981
NFATC4
1.0953
SEMA3F
1.0747
SEMA4B
1.0659
PAK4
1.0641
EPHB6
1.0603
RGS3
1.0510
ROBO3
1.0492
SRGAP2
0.9500
CXCR4
0.9401
UNC5A
0.9355
LIMK2
0.9101
LIMK1
0.8533
NRAS
0.7783
NCK1
0.6959
NTN3
0.6718
EFNA3
0.6486
EFNA4
PPP3CB
0.4679
GNAI2
0.3699
SEMA3B
EFNA1
0.3606
Axon guidance
CHP
EFNB1
L1CAM
PAK3
PLXNA3
PLXNB3
hsa05412
(boxplot)
71774.4001970284363455.407631660903078E-65.16428823616244E-40.0RYR2
4.0432
SLC8A1
3.8778
ACTB
3.7300
CACNB2
3.4475
CTNNA2
3.2208
CACNA1C
3.1697
ACTN1
3.0707
ITGA9
2.9512
CACNA2D3
2.9129
DSP
2.9097
SGCG
2.8471
DAG1
2.8456
CACNA1S
2.7820
ITGB1
2.7206
CACNG2
2.7033
SGCD
2.6291
TCF7L2
2.5921
ITGA8
2.4888
ACTG1
2.4632
CACNB4
2.3591
ITGA2B
2.3301
ITGAV
2.3143
CACNA2D4
2.2869
ACTN3
2.2041
CTNNA3
2.1832
CACNA1D
2.1133
ITGA2
2.1044
CACNG7
2.0613
CACNG8
2.0613
JUP
2.0506
CDH2
2.0337
TCF7L1
1.9555
CACNG3
1.8755
DSC2
1.8573
ITGA1
1.8523
ITGA11
1.8142
CACNA2D1
1.7625
SGCA
1.7333
ITGB8
1.7109
CACNB3
1.6975
LAMA2
1.6851
PKP2
1.6774
ITGB5
1.6653
ITGA6
1.6515
CACNG6
ITGA10
1.6014
ITGB4
1.5923
CACNG4
1.4950
ITGA3
1.4609
DSG2
1.4600
DES
1.4059
CACNG5
1.3384
ITGB6
1.2993
ACTN2
1.2903
ITGB7
1.2638
ITGB3
1.2237
CACNG1
1.2169
GJA1
1.1360
TCF7
1.1162
ITGA7
1.1013
CACNB1
1.0777
ACTN4
1.0023
CTNNA1
0.9825
LMNA
0.9488
CTNNB1
0.9144
CACNA2D2
0.8993
LEF1
0.8952
ITGA4
0.8908
ITGA5
0.8523
ATP2A2
0.5605
SGCB
0.5305
DMD
0.3468
Arrhythmogenic right ventricular cardiomyopathy (ARVC)
646048
646821
CACNA1F
EMD
hsa04510
(boxplot)
1912024.1502988247913891.6602074752514184E-50.0010569987592434030.0RELN
4.5574
ACTB
3.7300
COL4A2
3.5427
MYL12A
3.3308
MYL12B
LAMC3
3.2308
PIK3R5
3.1433
ACTN1
3.0707
BAD
3.0689
DOCK1
3.0297
PRKCB
3.0263
FLNB
2.9801
ITGA9
2.9512
COL4A1
2.9190
BCL2
2.8962
TNR
2.8416
RAC2
2.8280
PRKCA
2.7739
PTK2
2.7491
ITGB1
2.7206
RAC1
2.6726
SHC4
2.6119
MAPK8
2.6033
IGF1R
2.5914
MAP2K1
2.5626
PGF
2.5613
MAPK10
2.5394
RHOA
2.5129
ITGA8
2.4888
VEGFB
2.4840
PDGFC
2.4824
ACTG1
2.4632
BCAR1
2.4612
VAV1
2.4525
PIP5K1C
2.4349
COMP
2.3919
TNC
2.3900
EGFR
2.3734
VAV2
2.3528
LAMC1
2.3490
ITGA2B
2.3301
ITGAV
2.3143
FLT1
2.3050
FYN
2.2385
CAPN2
2.2334
TNXB
2.2202
LAMA3
2.2199
ACTN3
2.2041
LAMA1
2.1908
PARVA
2.1872
MAPK1
2.1844
VASP
2.1552
COL11A2
2.1076
FLNC
2.1069
ITGA2
2.1044
CAV2
2.0696
ROCK2
2.0579
RASGRF1
2.0539
PDGFA
2.0484
HGF
2.0308
PAK7
2.0233
COL6A2
2.0219
RAPGEF1
1.9957
VAV3
1.9834
EGF
1.9813
TLN1
1.9662
LAMB4
1.9602
CHAD
1.9590
PDGFD
1.9570
MYL5
1.9355
IGF1
1.9296
PARVB
1.8877
COL4A4
1.8841
COL5A1
1.8811
LAMA5
1.8536
BIRC2
1.8533
PRKCG
1.8526
ITGA1
1.8523
COL2A1
1.8447
PDGFB
1.8438
CDC42
1.8213
CAV1
1.8147
ITGA11
1.8142
COL6A6
1.7929
VWF
1.7765
PAK6
1.7667
HRAS
1.7462
COL1A1
1.7333
ZYX
1.7305
PIK3CD
1.7138
ITGB8
1.7109
AKT1
1.7014
PARVG
1.7007
LAMA2
1.6851
COL11A1
1.6817
MYLK
1.6757
TLN2
1.6743
MYL7
1.6682
ITGB5
1.6653
MAPK3
1.6641
ITGA6
1.6515
PAK1
1.6191
TNN
1.6158
SRC
1.6146
LAMC2
1.6114
CCND2
1.6022
ITGA10
1.6014
SOS2
1.5974
ITGB4
1.5923
IBSP
1.5820
BRAF
1.5539
COL6A3
1.5530
VCL
1.5498
BIRC3
1.5424
FLT4
1.5361
GSK3B
1.5188
PDGFRA
1.4972
PPP1CC
1.4919
SHC3
1.4919
COL3A1
1.4878
PIK3CA
1.4804
LAMB3
1.4777
PDGFRB
1.4665
ITGA3
1.4609
SHC2
1.4331
RAC3
1.4192
CRK
1.4166
PIK3R2
1.4143
CAV3
1.4085
MAPK9
1.4013
CCND1
1.4000
COL1A2
1.3917
MET
1.3873
PIK3CB
1.3849
PAK2
1.3442
ITGB6
1.2993
ACTN2
1.2903
MYLK3
1.2840
ROCK1
1.2802
COL6A1
1.2798
RAP1A
1.2747
LAMA4
1.2720
MYL9
1.2691
COL5A3
1.2647
ITGB7
1.2638
LAMB1
1.2559
COL5A2
1.2531
DIAPH1
1.2479
FN1
1.2328
RAF1
1.2321
ARHGAP5
1.2312
ITGB3
1.2237
THBS4
1.2117
PIK3R1
1.1894
CCND3
1.1468
VEGFA
1.1459
PIK3CG
1.1284
PPP1R12A
1.1124
ITGA7
1.1013
THBS2
1.0954
MYL10
1.0953
RAP1B
1.0677
MYL2
1.0664
PAK4
1.0641
VEGFC
1.0533
KDR
1.0514
MYLK2
1.0363
CRKL
1.0292
MYLPF
1.0237
ACTN4
1.0023
AKT3
0.9935
LAMB2
0.9751
JUN
0.9706
ERBB2
0.9686
PXN
0.9662
CTNNB1
0.9144
PDPK1
0.9045
AKT2
0.9017
PTEN
0.8976
ITGA4
0.8908
PPP1CA
0.8778
PPP1CB
0.8684
PIK3R3
0.8554
ITGA5
0.8523
GRB2
0.8222
VTN
0.8058
ILK
0.7126
THBS3
0.6651
SHC1
0.6411
SOS1
0.6101
SPP1
0.5102
THBS1
0.4991
Focal adhesion
646048
646821
COL4A6
ELK1
FIGF
FLNA
GRLF1
PAK3
XIAP
hsa04514
(boxplot)
1241373.9990851218833043.17939044666149E-50.00151815893828086130.0HLA-DQA1
4.6600
HLA-DQB1
4.6600
CNTNAP2
3.4198
CDH4
3.4059
SDC2
3.3426
HLA-DRB1
3.2362
CLDN20
3.0503
CLDN5
3.0479
SDC1
3.0466
CLDN16
2.9594
ITGA9
2.9512
NCAM2
2.9090
NEGR1
2.7547
HLA-DRB5
2.7440
ITGB1
2.7206
NLGN1
2.6885
HLA-DOB
2.6796
ICAM2
2.6649
PTPRM
2.6623
HLA-B
2.6605
NRXN3
2.6501
PVRL3
2.6476
NRXN2
2.6101
MPZ
2.5436
CD226
2.5417
SDC4
2.5317
GLG1
2.5223
ITGA8
2.4888
PTPRF
2.4880
SELPLG
2.4235
NCAM1
2.3600
ITGB2
2.3293
ITGAV
2.3143
CNTN1
2.2524
NEO1
2.1802
SIGLEC1
2.1377
NRCAM
2.1245
VCAN
2.1196
HLA-DOA
2.1076
CDH2
2.0337
CADM3
2.0237
CADM1
2.0120
CLDN22
2.0102
CD80
2.0016
PVRL1
2.0014
VCAM1
1.9817
CD6
1.9727
HLA-DRA
1.9559
CD40
1.9289
NFASC
1.9252
NRXN1
1.9194
MPZL1
1.8983
MADCAM1
1.8611
CD22
1.8502
CLDN14
1.8130
JAM2
1.7762
PVR
1.7421
CLDN19
1.7298
ITGB8
1.7109
CLDN18
1.6972
ITGA6
1.6515
CLDN1
1.6284
HLA-A
1.6214
HLA-F
1.6214
CLDN10
1.5844
CD34
1.5772
CD2
1.5530
HLA-C
1.5498
CDH1
1.5358
HLA-DPA1
1.5330
HLA-G
1.5274
ALCAM
1.5261
JAM3
1.5126
PVRL2
1.5039
ESAM
1.4708
SDC3
1.4257
MAG
1.4223
CLDN17
1.4118
HLA-DPB1
1.3901
SPN
1.3788
HLA-E
1.3786
HLA-DMA
1.3629
HLA-DMB
CDH5
1.3421
CLDN8
1.3417
ITGAL
1.3308
CNTN2
1.3153
CD8B
1.3019
PDCD1LG2
1.2909
HLA-DQA2
1.2857
ITGB7
1.2638
PECAM1
1.2503
CDH15
1.2329
CLDN11
1.2257
CLDN23
1.2160
ICOSLG
1.2155
ITGAM
1.2111
SELP
1.1915
NLGN2
1.1778
PTPRC
1.1688
CD276
1.1675
CLDN3
1.1649
CDH3
1.1602
CD274
1.1479
SELL
1.1453
OCLN
1.1211
F11R
1.0618
CD8A
0.9889
ICAM1
0.9880
ICOS
0.9674
CLDN4
0.9151
PDCD1
0.9059
CD28
0.8959
ITGA4
0.8908
CLDN7
0.8542
CD86
0.8362
CD58
0.7978
CD4
0.7830
SELE
0.7693
ICAM3
0.7371
CTLA4
0.6682
HLA-DRB3
0.5719
CNTNAP1
0.5471
CLDN6
0.5071
CLDN9
CLDN15
0.4585
Cell adhesion molecules (CAMs)
100294318
CD40LG
CD99
CLDN2
HLA-DRB4
L1CAM
LOC100133583
LOC652614
NLGN3
NLGN4X
hsa05414
(boxplot)
86933.9670820639093243.637897274366697E-50.00151815893828086130.0ADCY9
4.0587
RYR2
4.0432
SLC8A1
3.8778
ACTB
3.7300
TGFB2
3.6070
CACNB2
3.4475
CACNA1C
3.1697
ADCY2
2.9743
ITGA9
2.9512
CACNA2D3
2.9129
SGCG
2.8471
DAG1
2.8456
CACNA1S
2.7820
ITGB1
2.7206
CACNG2
2.7033
SGCD
2.6291
PRKACG
2.6173
ITGA8
2.4888
ACTG1
2.4632
CACNB4
2.3591
ITGA2B
2.3301
ITGAV
2.3143
CACNA2D4
2.2869
TTN
2.2689
TNF
2.2219
MYL3
2.1233
CACNA1D
2.1133
ITGA2
2.1044
CACNG7
2.0613
CACNG8
2.0613
PRKACB
2.0477
TNNC1
2.0141
ADCY1
1.9897
TPM2
1.9662
IGF1
1.9296
CACNG3
1.8755
ITGA1
1.8523
ADCY6
1.8202
ITGA11
1.8142
GNAS
1.7902
TNNT2
1.7781
ACTC1
1.7680
CACNA2D1
1.7625
ADCY8
1.7592
SGCA
1.7333
ITGB8
1.7109
ADCY5
1.6975
CACNB3
1.6975
LAMA2
1.6851
ITGB5
1.6653
ITGA6
1.6515
CACNG6
ITGA10
1.6014
ITGB4
1.5923
TNNI3
1.5919
CACNG4
1.4950
TGFB1
1.4755
ITGA3
1.4609
DES
1.4059
CACNG5
1.3384
ITGB6
1.2993
ITGB7
1.2638
TPM4
1.2423
ADRB1
1.2389
ITGB3
1.2237
CACNG1
1.2169
MYH6
1.2039
PRKACA
1.1632
ITGA7
1.1013
ADCY3
1.1011
CACNB1
1.0777
MYL2
1.0664
MYBPC3
1.0532
MYH7
1.0003
ADCY4
0.9872
LMNA
0.9488
TPM3
0.9322
PLN
0.9027
TPM1
0.9024
CACNA2D2
0.8993
ITGA4
0.8908
ITGA5
0.8523
TGFB3
0.8111
ADCY7
0.6048
ATP2A2
0.5605
SGCB
0.5305
DMD
0.3468
Dilated cardiomyopathy
646048
646821
CACNA1F
EMD
PRKX
hsa04530
(boxplot)
1281353.84447540050021576.040530128148536E-50.00192290209079395050.0MPP5
6.8083
PPP2R1A
4.3669
MAGI2
4.2212
ACTB
3.7300
PRKCD
3.3826
ZAK
3.3383
MYL12A
3.3308
MYL12B
CTNNA2
3.2208
RAB3B
3.1115
ACTN1
3.0707
CLDN20
3.0503
CLDN5
3.0479
PRKCB
3.0263
CLDN16
2.9594
CDK4
2.7978
PRKCZ
2.7757
PRKCA
2.7739
CRB3
2.7471
MYH9
2.7326
MYH13
2.7310
SYMPK
2.6942
MYH3
2.6392
MYH11
2.6183
EPB41L3
2.5674
RHOA
2.5129
ACTG1
2.4632
PRKCE
2.4343
MAGI1
2.3971
PARD6G
2.2746
EXOC4
2.2539
MYH14
2.2453
PPP2R2D
2.2275
PPP2R2C
2.2143
ACTN3
2.2041
CTNNA3
2.1832
TJP2
2.1614
CSDA
2.1549
MYH8
2.1503
PPP2R2B
2.1274
INADL
2.0463
GNAI3
2.0223
CLDN22
2.0102
PRKCQ
1.9582
MYL5
1.9355
MYH15
1.9278
HCLS1
1.9104
MPDZ
1.8684
PRKCG
1.8526
CDC42
1.8213
CLDN14
1.8130
MAGI3
1.7807
JAM2
1.7762
HRAS
1.7462
CLDN19
1.7298
SPTAN1
1.7212
PARD6B
1.7042
AKT1
1.7014
CLDN18
1.6972
CSNK2A1
1.6824
MYL7
1.6682
KRAS
1.6419
CLDN1
1.6284
SRC
1.6146
GNAI1
1.6096
PARD3
1.5924
MLLT4
1.5911
CLDN10
1.5844
PPP2R2A
1.5646
EXOC3
1.5473
MYH4
1.5321
JAM3
1.5126
PPP2R1B
1.4855
PRKCH
1.4763
YES1
1.4362
CGN
1.4313
PRKCI
1.4300
RRAS2
1.4290
CLDN17
1.4118
MYH10
1.4107
PPP2CA
1.3706
CLDN8
1.3417
ASH1L
1.3363
LLGL1
1.3004
ACTN2
1.2903
MYL9
1.2691
CSNK2B
1.2467
EPB41L2
1.2440
CLDN11
1.2257
TJP1
1.2232
CLDN23
1.2160
MYH6
1.2039
CLDN3
1.1649
VAPA
1.1500
OCLN
1.1211
TJP3
1.1195
MYL10
1.0953
PARD6A
1.0943
TJAP1
1.0849
MYH2
1.0753
MYL2
1.0664
IGSF5
1.0653
F11R
1.0618
CTTN
1.0617
MYH1
1.0547
CSNK2A2
1.0512
LLGL2
1.0510
EPB41L1
1.0334
EPB41
1.0299
MYLPF
1.0237
MRAS
1.0046
ACTN4
1.0023
MYH7
1.0003
AKT3
0.9935
CTNNA1
0.9825
PPP2CB
0.9825
RRAS
0.9650
CLDN4
0.9151
CTNNB1
0.9144
AKT2
0.9017
PTEN
0.8976
CLDN7
0.8542
MYH7B
0.8142
NRAS
0.7783
RAB13
0.7701
AMOTL1
0.7352
CLDN6
0.5071
CLDN9
CLDN15
0.4585
GNAI2
0.3699
Tight junction
646048
646821
CASK
CLDN2
hsa04512
(boxplot)
83853.83279232831653356.334845252475851E-50.00192290209079395050.0RELN
4.5574
COL4A2
3.5427
CD47
3.5315
SDC2
3.3426
LAMC3
3.2308
SDC1
3.0466
HSPG2
2.9706
ITGA9
2.9512
COL4A1
2.9190
DAG1
2.8456
TNR
2.8416
ITGB1
2.7206
SV2B
2.6891
SDC4
2.5317
ITGA8
2.4888
COMP
2.3919
TNC
2.3900
LAMC1
2.3490
ITGA2B
2.3301
GP6
2.3214
ITGAV
2.3143
TNXB
2.2202
LAMA3
2.2199
LAMA1
2.1908
SV2C
2.1792
COL11A2
2.1076
ITGA2
2.1044
COL6A2
2.0219
LAMB4
1.9602
CHAD
1.9590
COL4A4
1.8841
COL5A1
1.8811
LAMA5
1.8536
ITGA1
1.8523
COL2A1
1.8447
ITGA11
1.8142
COL6A6
1.7929
VWF
1.7765
AGRN
1.7445
SV2A
1.7380
CD44
1.7373
COL1A1
1.7333
ITGB8
1.7109
LAMA2
1.6851
COL11A1
1.6817
ITGB5
1.6653
ITGA6
1.6515
GP9
1.6196
TNN
1.6158
LAMC2
1.6114
ITGA10
1.6014
ITGB4
1.5923
IBSP
1.5820
COL6A3
1.5530
GP5
1.5270
COL3A1
1.4878
LAMB3
1.4777
ITGA3
1.4609
SDC3
1.4257
COL1A2
1.3917
GP1BB
1.3523
HMMR
1.3150
ITGB6
1.2993
COL6A1
1.2798
LAMA4
1.2720
COL5A3
1.2647
ITGB7
1.2638
LAMB1
1.2559
COL5A2
1.2531
FN1
1.2328
ITGB3
1.2237
THBS4
1.2117
ITGA7
1.1013
THBS2
1.0954
LAMB2
0.9751
CD36
0.9735
ITGA4
0.8908
ITGA5
0.8523
VTN
0.8058
GP1BA
0.6767
THBS3
0.6651
SPP1
0.5102
THBS1
0.4991
ECM-receptor interaction
COL4A6
hsa04730
(boxplot)
64713.8293645397945456.423728879390023E-50.00192290209079395050.0PPP2R1A
4.3669
PLCB3
3.0689
PRKG1
3.0481
PLCB2
3.0466
PRKCB
3.0263
PRKG2
2.9686
GUCY1A2
2.9322
CACNA1A
2.9234
ITPR1
2.8897
PRKCA
2.7739
LYN
2.7044
ITPR2
2.6702
NOS1
2.6267
GNA12
2.6234
IGF1R
2.5914
MAP2K1
2.5626
ITPR3
2.5571
PLA2G2A
2.4585
PLA2G4A
2.4025
GRM1
2.3621
MAPK1
2.1844
PLCB1
2.1804
GUCY1A3
2.0975
GUCY1B3
PLA2G5
2.0932
GNA13
2.0279
GNAI3
2.0223
GNA11
2.0156
GRID2
2.0063
IGF1
1.9296
PRKCG
1.8526
GNAS
1.7902
PLCB4
1.7585
HRAS
1.7462
MAPK3
1.6641
KRAS
1.6419
GNAI1
1.6096
PLA2G10
1.5567
BRAF
1.5539
GRIA1
1.5071
JMJD7-PLA2G4B
1.4984
PLA2G4B
GRM5
1.4972
PPP2R1B
1.4855
GNAO1
1.4537
RYR1
1.4385
PPP2CA
1.3706
GNAQ
1.3514
PLA2G6
1.3336
PLA2G2D
1.3238
PLA2G4E
1.3187
MAP2K2
1.3141
PLA2G12B
1.2433
CRH
1.2347
RAF1
1.2321
PLA2G2C
1.1830
PLA2G2F
CRHR1
1.1318
GNAZ
1.1011
GRIA2
0.9944
PPP2CB
0.9825
PLA2G12A
0.9805
PLA2G2E
0.8914
PLA2G3
0.8557
NRAS
0.7783
PLA2G1B
0.7612
GNAI2
0.3699
Long-term depression
ARAF
C7orf16
GRIA3
hsa04810
(boxplot)
1982173.67030354143168141.2113130416646634E-40.0025706754550883410.0BAIAP2
3.8173
ACTB
3.7300
NCKAP1
3.5498
FGF19
3.3729
FGF14
3.3354
MYL12A
3.3308
MYL12B
PIK3R5
3.1433
FGF23
3.0977
ACTN1
3.0707
TIAM2
3.0503
DOCK1
3.0297
ITGA9
2.9512
IQGAP2
2.9431
RDX
2.9219
FGF3
2.8496
RAC2
2.8280
PTK2
2.7491
CHRM3
2.7411
MYH9
2.7326
ITGB1
2.7206
ITGAE
2.6828
RAC1
2.6726
GNA12
2.6234
PIP5K1B
2.6173
FGD3
2.5855
MAP2K1
2.5626
TIAM1
2.5449
FGFR4
2.5137
RHOA
2.5129
SSH2
2.4987
ITGA8
2.4888
PDGFC
2.4824
ACTG1
2.4632
BCAR1
2.4612
CYFIP1
2.4585
VAV1
2.4525
PIP5K1C
2.4349
EGFR
2.3734
FGF4
2.3650
VAV2
2.3528
ARHGEF4
2.3509
PFN3
2.3497
ITGA2B
2.3301
ITGB2
2.3293
ITGAV
2.3143
FGF2
2.2467
MYH14
2.2453
FGF12
2.2433
ACTN3
2.2041
APC
2.2038
FGFR2
2.1900
MAPK1
2.1844
SLC9A1
2.1139
FGF18
2.1111
FGF6
2.1109
ITGA2
2.1044
PIKFYVE
2.1044
ARPC2
2.0718
SCIN
2.0620
ROCK2
2.0579
PDGFA
2.0484
FGF5
2.0384
FGF9
2.0338
GNA13
2.0279
PAK7
2.0233
ARHGEF1
2.0091
ENAH
2.0045
CYFIP2
1.9867
VAV3
1.9834
EGF
1.9813
PDGFD
1.9570
MYL5
1.9355
ITGA1
1.8523
PDGFB
1.8438
FGF21
1.8435
CDC42
1.8213
ITGA11
1.8142
GIT1
1.8058
INSRR
1.7991
CHRM1
1.7817
NCKAP1L
1.7698
PAK6
1.7667
FGF1
1.7572
FGF22
1.7491
HRAS
1.7462
ARHGEF12
1.7452
PIP4K2B
1.7345
PIK3CD
1.7138
ITGB8
1.7109
SSH1
1.7036
ABI2
1.6951
MYLK
1.6757
MYL7
1.6682
FGF20
1.6668
ITGB5
1.6653
MAPK3
1.6641
CHRM2
1.6519
ITGA6
1.6515
IQGAP3
1.6459
KRAS
1.6419
PAK1
1.6191
ARHGEF7
1.6022
ITGA10
1.6014
SOS2
1.5974
ITGB4
1.5923
BRAF
1.5539
CD14
1.5535
VCL
1.5498
APC2
1.5322
PIP5K1A
1.5040
PDGFRA
1.4972
PPP1CC
1.4919
PIK3CA
1.4804
CSK
1.4742
PDGFRB
1.4665
ITGA3
1.4609
FGF11
1.4598
DIAPH3
1.4523
RRAS2
1.4290
RAC3
1.4192
CRK
1.4166
PIP4K2A
1.4151
GNG12
1.4145
PIK3R2
1.4143
MYH10
1.4107
EZR
1.4086
FGFR3
1.4082
FGF10
1.4067
FGF7
1.4049
FGF17
1.3938
PIK3CB
1.3849
F2
1.3532
PAK2
1.3442
ITGAL
1.3308
ARPC5L
1.3285
WASF2
1.3228
IQGAP1
1.3192
MAP2K2
1.3141
ITGB6
1.2993
MOS
1.2953
ACTN2
1.2903
MYLK3
1.2840
ROCK1
1.2802
MYL9
1.2691
ITGB7
1.2638
DIAPH1
1.2479
CHRM5
1.2440
BDKRB2
1.2390
FN1
1.2328
WASF1
1.2328
RAF1
1.2321
ITGB3
1.2237
ITGAM
1.2111
ITGAX
1.2111
PFN2
1.1950
CFL2
1.1942
PIK3R1
1.1894
BDKRB1
1.1635
PIK3CG
1.1284
PFN1
1.1283
PPP1R12A
1.1124
ITGA7
1.1013
GSN
1.0994
CFL1
1.0981
MYL10
1.0953
MYL2
1.0664
PAK4
1.0641
ARPC4
1.0472
MYLK2
1.0363
CRKL
1.0292
MYLPF
1.0237
INS
1.0072
MRAS
1.0046
ACTN4
1.0023
ITGAD
0.9996
FGFR1
0.9682
PXN
0.9662
RRAS
0.9650
FGF8
0.9108
LIMK2
0.9101
ITGA4
0.8908
PPP1CA
0.8778
PPP1CB
0.8684
SSH3
0.8598
PIK3R3
0.8554
LIMK1
0.8533
ITGA5
0.8523
PIP4K2C
0.8422
WASL
0.8245
F2R
0.7926
NRAS
0.7783
PFN4
0.6540
SOS1
0.6101
ARPC1A
0.5839
CHRM4
0.5343
ARPC5
0.4487
ARPC3
0.4176
ARPC1B
0.3484
Regulation of actin cytoskeleton
646048
646821
ARAF
ARHGEF6
C3orf10
DIAPH2
FGD1
FGF13
FGF16
GRLF1
LOC653888
MSN
PAK3
TMSB4X
TMSB4Y
TMSL3
WAS
hsa05410
(boxplot)
80863.5944475595947361.6254030526041685E-40.0031045198304739620.0RYR2
4.0432
SLC8A1
3.8778
ACTB
3.7300
TGFB2
3.6070
CACNB2
3.4475
CACNA1C
3.1697
ITGA9
2.9512
CACNA2D3
2.9129
SGCG
2.8471
DAG1
2.8456
CACNA1S
2.7820
ITGB1
2.7206
CACNG2
2.7033
SGCD
2.6291
ITGA8
2.4888
ACTG1
2.4632
CACNB4
2.3591
ITGA2B
2.3301
ITGAV
2.3143
CACNA2D4
2.2869
PRKAG1
2.2812
TTN
2.2689
TNF
2.2219
MYL3
2.1233
CACNA1D
2.1133
ITGA2
2.1044
CACNG7
2.0613
CACNG8
2.0613
PRKAG2
2.0168
TNNC1
2.0141
TPM2
1.9662
IGF1
1.9296
PRKAB1
1.8791
CACNG3
1.8755
ITGA1
1.8523
PRKAA2
1.8351
ITGA11
1.8142
TNNT2
1.7781
ACTC1
1.7680
CACNA2D1
1.7625
SGCA
1.7333
ITGB8
1.7109
CACNB3
1.6975
LAMA2
1.6851
ITGB5
1.6653
ITGA6
1.6515
CACNG6
ITGA10
1.6014
ITGB4
1.5923
TNNI3
1.5919
CACNG4
1.4950
TGFB1
1.4755
ITGA3
1.4609
PRKAB2
1.4585
PRKAA1
1.4145
DES
1.4059
CACNG5
1.3384
ITGB6
1.2993
ACE
1.2989
ITGB7
1.2638
TPM4
1.2423
ITGB3
1.2237
CACNG1
1.2169
MYH6
1.2039
PRKAG3
1.1741
ITGA7
1.1013
CACNB1
1.0777
MYL2
1.0664
MYBPC3
1.0532
MYH7
1.0003
LMNA
0.9488
TPM3
0.9322
TPM1
0.9024
CACNA2D2
0.8993
ITGA4
0.8908
ITGA5
0.8523
IL6
0.8242
TGFB3
0.8111
ATP2A2
0.5605
SGCB
0.5305
DMD
0.3468
Hypertrophic cardiomyopathy (HCM)
646048
646821
CACNA1F
EMD
hsa04540
(boxplot)
84913.55735071885399631.8730692992541265E-40.00325232941961398330.0ADCY9
4.0587
MAP2K5
3.4532
PLCB3
3.0689
PRKG1
3.0481
PLCB2
3.0466
PRKCB
3.0263
ADCY2
2.9743
PRKG2
2.9686
GUCY1A2
2.9322
ITPR1
2.8897
PRKCA
2.7739
TUBA1B
2.7111
ITPR2
2.6702
TUBB8
2.6392
PRKACG
2.6173
TUBA1A
2.6017
MAP2K1
2.5626
ITPR3
2.5571
PDGFC
2.4824
CDK1
2.4729
TUBA4A
2.4324
TUBA3C
2.4040
EGFR
2.3734
GRM1
2.3621
MAPK1
2.1844
PLCB1
2.1804
GUCY1A3
2.0975
GUCY1B3
PDGFA
2.0484
PRKACB
2.0477
GNAI3
2.0223
GNA11
2.0156
HTR2A
2.0155
ADCY1
1.9897
EGF
1.9813
PDGFD
1.9570
PRKCG
1.8526
PDGFB
1.8438
TUBB3
1.8422
ADCY6
1.8202
GNAS
1.7902
MAP3K2
1.7881
ADCY8
1.7592
PLCB4
1.7585
HRAS
1.7462
ADCY5
1.6975
GJD2
1.6741
MAPK3
1.6641
KRAS
1.6419
SRC
1.6146
GNAI1
1.6096
SOS2
1.5974
DRD1
1.5418
TUBA8
1.5110
GRM5
1.4972
PDGFRA
1.4972
PDGFRB
1.4665
TUBB
1.3996
GNAQ
1.3514
DRD2
1.3506
LPAR1
1.3435
TUBB6
1.3255
TUBA1C
1.3218
MAP2K2
1.3141
ADRB1
1.2389
RAF1
1.2321
TJP1
1.2232
TUBAL3
1.1884
PRKACA
1.1632
GJA1
1.1360
ADCY3
1.1011
TUBB1
1.0718
TUBB2A
1.0041
TUBB2B
0.9931
ADCY4
0.9872
CSNK1D
0.9842
TUBA3E
0.9776
TUBA3D
0.8897
GRB2
0.8222
NRAS
0.7783
SOS1
0.6101
ADCY7
0.6048
HTR2B
0.5571
GNAI2
0.3699
MAPK7
0.2593
Gap junction
HTR2C
PRKX
TUBB2C
TUBB4
TUBB4Q
hsa04070
(boxplot)
77793.47956570550415962.51113599225139E-40.0039968914543334620.0CDS2
3.4943
PIK3R5
3.1433
PLCB3
3.0689
PLCB2
3.0466
PRKCB
3.0263
ITPR1
2.8897
PLCG2
2.8847
PRKCA
2.7739
DGKD
2.7464
SYNJ2
2.7140
INPP5K
2.7011
INPP5B
2.6895
ITPR2
2.6702
PIP5K1B
2.6173
ITPR3
2.5571
PLCG1
2.5010
CDIPT
2.4835
PIP5K1C
2.4349
INPP5D
2.3183
INPP4B
2.2677
ITPK1
2.2343
PLCB1
2.1804
PIK3C2G
2.1696
PIK3C2A
2.1242
PIKFYVE
2.1044
CALM1
2.0863
PIK3C2B
2.0793
DGKH
2.0785
DGKB
2.0648
DGKI
2.0180
DGKG
1.9910
PI4K2A
1.9289
IMPA2
1.9073
PLCZ1
1.9038
DGKE
1.9024
INPP5A
1.8768
PRKCG
1.8526
IMPA1
1.8225
DGKQ
1.7905
PI4KA
1.7902
PLCB4
1.7585
PLCD4
1.7471
PIP4K2B
1.7345
PIK3CD
1.7138
PLCE1
1.6609
INPPL1
1.5674
CALML5
1.5580
CALM2
1.5462
PI4KB
1.5160
PIP5K1A
1.5040
PIK3CA
1.4804
ITPKB
1.4598
CDS1
1.4319
PIP4K2A
1.4151
PIK3R2
1.4143
PLCD3
1.4143
PIK3CB
1.3849
PIK3C3
1.3596
PLCD1
1.2517
PI4K2B
1.2178
PIK3R1
1.1894
CALML3
1.1643
ITPKA
1.1510
PIK3CG
1.1284
DGKZ
1.0924
INPP4A
1.0267
CALM3
0.9846
PTEN
0.8976
DGKA
0.8887
IPPK
0.8713
INPP5J
0.8557
PIK3R3
0.8554
SYNJ1
0.8533
INPP1
0.8422
PIP4K2C
0.8422
INPP5E
0.8268
CALML6
0.5979
Phosphatidylinositol signaling system
OCRL
hsa05416
(boxplot)
67763.37488254579576363.6923600555027747E-40.0054249290046233070.0HLA-DQA1
4.6600
HLA-DQB1
4.6600
ACTB
3.7300
HLA-DRB1
3.2362
SGCG
2.8471
DAG1
2.8456
RAC2
2.8280
HLA-DRB5
2.7440
MYH9
2.7326
MYH13
2.7310
HLA-DOB
2.6796
RAC1
2.6726
CXADR
2.6724
HLA-B
2.6605
MYH3
2.6392
SGCD
2.6291
MYH11
2.6183
ACTG1
2.4632
ITGB2
2.3293
MYH14
2.2453
FYN
2.2385
MYH8
2.1503
HLA-DOA
2.1076
CD80
2.0016
HLA-DRA
1.9559
CD40
1.9289
MYH15
1.9278
CAV1
1.8147
BID
1.7983
SGCA
1.7333
LAMA2
1.6851
HLA-A
1.6214
HLA-F
1.6214
CYCS
1.5581
HLA-C
1.5498
HLA-DPA1
1.5330
MYH4
1.5321
HLA-G
1.5274
ABL1
1.5088
CASP8
1.4823
RAC3
1.4192
MYH10
1.4107
CCND1
1.4000
HLA-DPB1
1.3901
HLA-E
1.3786
HLA-DMA
1.3629
HLA-DMB
EIF4G2
1.3427
ITGAL
1.3308
CASP3
1.3249
HLA-DQA2
1.2857
EIF4G3
1.2812
EIF4G1
1.2172
MYH6
1.2039
CD55
1.1180
MYH2
1.0753
PRF1
1.0635
MYH1
1.0547
CASP9
1.0188
MYH7
1.0003
ICAM1
0.9880
ABL2
0.9821
CD28
0.8959
CD86
0.8362
MYH7B
0.8142
HLA-DRB3
0.5719
SGCB
0.5305
DMD
0.3468
Viral myocarditis
100294318
646048
646821
CD40LG
HLA-DRB4
LOC100133583
LOC652614
hsa05110
(boxplot)
52573.34818985463850634.067063374464386E-40.0055486364608764120.0ATP6V1D
6.8083
ADCY9
4.0587
ACTB
3.7300
ATP6V0A4
3.7210
ATP6V1B2
3.1036
PRKCB
3.0263
PLCG2
2.8847
PRKCA
2.7739
PRKACG
2.6173
PLCG1
2.5010
ACTG1
2.4632
KDELR3
2.2920
ATP6V1G2
2.2008
TJP2
2.1614
KCNQ1
2.1246
ATP6V1F
2.1069
ATP6V0D1
2.0982
ATP6V0D2
2.0833
SEC61B
2.0569
PRKACB
2.0477
ATP6V1C2
2.0315
ERO1L
2.0097
PRKCG
1.8526
ATP6V1B1
1.8256
GNAS
1.7902
ATP6V0E2
1.7471
SLC12A2
1.6803
PDIA4
1.5281
ATP6V1A
1.5081
MUC2
1.4464
ATP6V1E1
1.4383
TCIRG1
1.3255
SEC61A2
1.2317
KDELR2
1.2303
TJP1
1.2232
ATP6V1H
1.2160
ARF1
1.2083
ATP6V1C1
1.1984
ATP6V0B
1.1900
PRKACA
1.1632
ATP6V0E1
1.1421
ADCY3
1.1011
CFTR
1.0896
ATP6V1G3
1.0115
ATP6V0A1
0.9809
ATP6V1G1
0.9622
ATP6V0A2
0.9314
ATP6V0C
0.9052
SEC61G
0.8798
SEC61A1
0.8523
ATP6V1E2
0.6568
KDELR1
0.5490
Vibrio cholerae infection
646048
646821
ATP6AP1
PRKX
hsa00230
(boxplot)
1521623.31892676111856134.518206318037121E-40.0057531827116339340.0FHIT
5.0721
GDA
4.0631
ADCY9
4.0587
ADSSL1
3.8453
AMPD3
3.8074
PAPSS1
3.6811
POLR3D
3.5763
PDE6D
3.4731
PDE10A
3.3367
PDE3B
3.1873
PAICS
3.1341
ZNRD1
3.0116
RRM2B
3.0016
ADCY2
2.9743
AK4
2.9446
GUCY1A2
2.9322
PDE11A
2.9080
POLR2L
2.8996
POLR3C
2.7118
IMPDH1
2.7009
ATIC
2.6091
POLR2G
2.6091
PDE4D
2.5473
PDE4B
2.5046
ENTPD1
2.3727
ADK
2.3639
PNPT1
2.3428
PPAT
2.3246
NUDT5
2.3176
ENTPD4
2.3160
GART
2.3004
PDE1A
2.2989
POLR2J
2.2852
CANT1
2.2812
NT5C2
2.2201
PDE8B
2.2053
PDE3A
2.1902
PDE2A
2.1852
ITPA
2.1519
NT5C1A
2.1493
POLR2E
2.1467
PDE7B
2.1433
C17orf48
2.1354
GUCY2C
2.1308
POLR2K
2.1174
GUCY1A3
2.0975
GUCY1B3
POLD2
2.0875
PRIM1
2.0426
POLR3F
2.0054
ADCY1
1.9897
PDE6C
1.9884
POLR2I
1.9722
PGM2
1.9602
PDE6A
1.9578
GUCY2D
1.9512
PDE6B
1.9355
POLR2B
1.9112
POLE3
1.8841
PDE7A
1.8545
ENPP1
1.8386
ADCY6
1.8202
PDE1C
1.8136
PDE9A
1.8052
XDH
1.8000
NME5
1.7881
POLR3A
1.7703
POLR3B
1.7630
ADCY8
1.7592
NPR2
1.7582
PDE8A
1.7411
POLR3G
1.7359
POLE2
1.7326
AK7
1.7005
ADCY5
1.6975
NT5E
1.6726
AMPD2
1.6692
RRM1
1.6666
PNP
1.6149
ENTPD8
1.5996
NUDT9
1.5901
POLD1
1.5784
POLR3H
1.5771
POLR2A
1.5733
NT5C
1.5680
PGM1
1.5240
PDE5A
1.4692
NPR1
1.4554
ENPP3
1.4479
NUDT2
1.4406
POLR2C
1.4209
POLR2D
1.4144
ENTPD3
1.3840
PRUNE
1.3618
ALLC
1.3577
GMPS
1.3548
PRHOXNB
1.3496
POLR3GL
1.3168
ENTPD5
1.2977
NT5M
1.2974
NME4
1.2821
DGUOK
1.2597
AK5
1.1955
NT5C1B
1.1929
PDE6H
1.1860
POLE4
1.1812
ADSL
1.1654
APRT
1.1540
POLR2H
1.1419
ADA
1.1337
IMPDH2
1.1259
POLR3K
1.1138
POLR1A
1.1062
ADCY3
1.1011
PDE6G
1.0988
PFAS
1.0971
POLR1D
1.0958
ADCY10
1.0887
ADSS
1.0754
PDE1B
1.0754
PRPS1L1
1.0541
PAPSS2
1.0474
AK1
1.0307
GUK1
1.0281
POLD3
1.0132
ADCY4
0.9872
POLE
0.9543
POLR1E
0.9512
GMPR
0.9500
RRM2
0.9462
PDE4C
0.9393
NME7
0.9158
POLD4
0.9133
NME3
0.9052
PDE4A
0.8732
GMPR2
0.8401
PRIM2
0.8336
NT5C3
0.8193
ENTPD6
0.8002
AMPD1
0.7783
NME1
0.7605
NME1-NME2
NME2
POLA2
0.7520
PKM2
0.7385
NME6
0.7312
POLR2J3
0.7183
POLR1B
0.6908
POLR1C
0.6080
ADCY7
0.6048
PKLR
0.5988
ENTPD2
0.5810
POLR2F
0.4866
DCK
0.4667
POLR2J2
AK2
0.2264
Purine metabolism
GUCY2F
HPRT1
POLA1
PRPS1
PRPS2
hsa05218
(boxplot)
68723.26128457858224955.545433482148088E-40.006619861219314280.0FGF19
3.3729
FGF14
3.3354
PIK3R5
3.1433
FGF23
3.0977
BAD
3.0689
E2F2
2.9408
FGF3
2.8496
CDK4
2.7978
IGF1R
2.5914
MAP2K1
2.5626
PDGFC
2.4824
EGFR
2.3734
FGF4
2.3650
TP53
2.3206
FGF2
2.2467
FGF12
2.2433
MAPK1
2.1844
FGF18
2.1111
FGF6
2.1109
RB1
2.1039
E2F1
2.0545
PDGFA
2.0484
FGF5
2.0384
FGF9
2.0338
HGF
2.0308
EGF
1.9813
PDGFD
1.9570
IGF1
1.9296
CDKN2A
1.8817
E2F3
1.8742
PDGFB
1.8438
FGF21
1.8435
FGF1
1.7572
FGF22
1.7491
HRAS
1.7462
PIK3CD
1.7138
AKT1
1.7014
FGF20
1.6668
MAPK3
1.6641
KRAS
1.6419
BRAF
1.5539
CDH1
1.5358
MDM2
1.5358
PDGFRA
1.4972
PIK3CA
1.4804
PDGFRB
1.4665
FGF11
1.4598
PIK3R2
1.4143
FGF10
1.4067
FGF7
1.4049
CCND1
1.4000
FGF17
1.3938
MET
1.3873
PIK3CB
1.3849
MAP2K2
1.3141
MITF
1.3118
CDKN1A
1.2652
RAF1
1.2321
PIK3R1
1.1894
PIK3CG
1.1284
CDK6
1.0654
AKT3
0.9935
FGFR1
0.9682
FGF8
0.9108
AKT2
0.9017
PTEN
0.8976
PIK3R3
0.8554
NRAS
0.7783
Melanoma
ARAF
FGF13
FGF16
hsa04920
(boxplot)
64683.22203018085196166.364286327202873E-40.0071504628735044030.0PCK1
3.6017
MTOR
3.5430
TRADD
3.1408
CHUK
2.7392
LEPR
2.7333
MAPK8
2.6033
MAPK10
2.5394
RXRG
2.4598
ADIPOR1
2.4224
NPY
2.3003
JAK2
2.2993
PRKAG1
2.2812
NFKBIA
2.2646
PCK2
2.2621
RXRA
2.2312
TNF
2.2219
ACSL5
2.2201
ACACB
2.1717
PPARA
2.1378
POMC
2.1150
RXRB
2.1076
AGRP
2.0982
IKBKB
2.0647
PPARGC1A
2.0619
CAMKK2
2.0282
PRKAG2
2.0168
PRKCQ
1.9582
PTPN11
1.9382
NFKBIE
1.9165
PRKAB1
1.8791
G6PC
1.8551
CPT1B
1.8505
PRKAA2
1.8351
STAT3
1.8289
CPT1C
1.7902
CAMKK1
1.7875
CPT1A
1.7192
AKT1
1.7014
TRAF2
1.6469
STK11
1.5387
ACSL1
1.5224
LEP
1.5148
IRS2
1.4841
PRKAB2
1.4585
SOCS3
1.4412
PRKAA1
1.4145
ADIPOR2
1.4043
MAPK9
1.4013
ADIPOQ
1.3722
SLC2A4
1.3574
TNFRSF1B
1.3515
NFKB1
1.1903
RELA
1.1750
PRKAG3
1.1741
SLC2A1
1.1598
NFKBIB
1.1025
IRS1
1.1009
TNFRSF1A
1.0996
ACSL6
1.0971
G6PC2
1.0466
AKT3
0.9935
CD36
0.9735
ACSL3
0.9389
AKT2
0.9017
Adipocytokine signaling pathway
ACSL4
IKBKG
IRS4
hsa05322
(boxplot)
961433.20784797810810936.686608404289363E-40.0071504628735044030.0HLA-DQA1
4.6600
HLA-DQB1
4.6600
HIST1H4C
3.3830
HLA-DRB1
3.2362
ACTN1
3.0707
HIST1H3A
2.9296
HIST1H4A
HIST1H2AC
2.8732
HIST1H2BC
HLA-DRB5
2.7440
HIST1H2AB
2.7282
HIST1H2BB
2.7282
HIST1H3B
HIST1H4B
HLA-DOB
2.6796
HIST1H3C
2.6710
C8B
2.6531
TROVE2
2.5728
H2AFY2
2.5696
C6
2.5071
FCGR2B
2.4253
HIST1H2BD
2.3935
HIST1H2AM
2.3502
HIST1H2BO
HIST1H3J
GRIN2B
2.2739
C1S
2.2380
GRIN2A
2.2237
TNF
2.2219
ACTN3
2.2041
HLA-DOA
2.1076
HIST1H2BE
2.0265
HIST1H3D
2.0265
HIST1H4D
C4A
2.0033
C4B
CD80
2.0016
HIST1H2AL
1.9662
HIST1H3I
1.9662
HIST1H4L
HIST1H2AI
1.9638
HIST1H2AJ
1.9638
HIST1H2AK
1.9638
HIST1H2BL
HIST1H2BM
HIST1H2BN
HIST1H3H
HIST1H4J
HIST1H4K
HIST1H2AG
1.9578
HIST1H2BJ
1.9578
HIST1H2BK
1.9578
HIST1H4I
1.9578
HLA-DRA
1.9559
HIST1H2AD
1.9374
HIST1H2BF
HIST1H2BG
1.9374
HIST1H4E
1.9374
CD40
1.9289
HIST1H2AH
H2AFY
1.8925
SNRPD3
1.8542
C7
1.8419
TRIM21
1.8383
HIST1H4H
1.8105
HIST2H2AB
1.7380
HIST2H2AC
HIST2H2BE
C3
1.7226
ELANE
1.6430
FCGR2C
1.6169
FCGR3B
1.6169
IFNG
1.6146
FCGR1A
1.5989
HIST2H2BF
C1R
1.5672
H2AFV
1.5634
HLA-DPA1
1.5330
FCGR3A
1.5067
SNRPB
1.5024
C9
1.4271
SSB
1.3920
HLA-DPB1
1.3901
H2AFJ
1.3654
HIST4H4
HLA-DMA
1.3629
HLA-DMB
HIST1H2BH
1.3140
HIST1H2BI
HIST1H3F
HIST1H3G
HIST1H4F
1.3140
HIST1H4G
1.3140
C8A
1.3135
CTSG
1.2958
ACTN2
1.2903
HLA-DQA2
1.2857
HIST3H3
1.2829
HIST1H2AE
1.2750
C2
1.2667
HIST1H3E
1.2396
H3F3C
1.2274
H3F3B
1.2205
HIST1H2AA
1.2036
HIST1H2BA
H3F3A
1.1067
FCGR2A
1.0661
SNRPD1
1.0048
ACTN4
1.0023
C5
0.9935
IL10
0.9674
CD28
0.8959
CD86
0.8362
C1QA
0.8345
C8G
0.8170
C1QB
0.7488
C1QC
H2AFZ
0.7300
H2AFX
0.6733
HLA-DRB3
0.5719
HIST2H2AA3
0.5694
HIST2H2AA4
HIST2H3A
HIST2H3C
HIST2H4A
HIST2H4B
HIST3H2A
0.4878
HIST3H2BB
HIST2H3D
0.2870
Systemic lupus erythematosus
100294318
CD40LG
H2AFB1
H2AFB2
H2AFB3
H2BFM
H2BFWT
HLA-DRB4
LOC100133583
LOC340096
LOC391769
LOC644950
LOC651868
hsa04020
(boxplot)
1671793.20390775658367986.778795331796594E-40.0071504628735044030.0ADCY9
4.0587
RYR2
4.0432
GNAL
3.9763
SLC8A1
3.8778
CAMK2A
3.5158
HTR7
3.3218
CACNA1C
3.1697
PLCB3
3.0689
PLCB2
3.0466
PRKCB
3.0263
ADCY2
2.9743
CACNA1A
2.9234
ITPR1
2.8897
PLCG2
2.8847
LHCGR
2.8000
CACNA1S
2.7820
PRKCA
2.7739
CHRM3
2.7411
ATP2B2
2.7192
ITPR2
2.6702
PTK2B
2.6525
NOS1
2.6267
PRKACG
2.6173
CACNA1E
2.6002
CAMK2D
2.5763
ITPR3
2.5571
PLCG1
2.5010
CACNA1B
2.4467
RYR3
2.4145
GRIN2D
2.4098
CAMK4
2.3903
EGFR
2.3734
GRM1
2.3621
ATP2A3
2.3245
PDE1A
2.2989
ATP2B4
2.2917
HTR4
2.2451
GRIN2A
2.2237
TACR1
2.1975
PLCB1
2.1804
CACNA1D
2.1133
BST1
2.0934
CALM1
2.0863
CACNA1G
2.0559
PRKACB
2.0477
P2RX4
2.0282
TACR2
2.0266
GNA11
2.0156
HTR2A
2.0155
NOS3
2.0146
TNNC1
2.0141
ADRA1D
2.0075
VDAC2
1.9935
ADCY1
1.9897
CAMK2G
1.9776
NOS2
1.9614
GNA15
1.9606
ADRA1B
1.9263
NTSR1
1.9248
SPHK1
1.9245
P2RX6
1.9212
PPP3CA
1.9062
PLCZ1
1.9038
CACNA1H
1.8962
SLC8A3
1.8901
PRKCG
1.8526
CYSLTR2
1.8395
ERBB4
1.8386
PTGFR
1.8150
PDE1C
1.8136
GNAS
1.7902
CHRM1
1.7817
GNA14
1.7701
AVPR1B
1.7622
ADCY8
1.7592
PLCB4
1.7585
PLCD4
1.7471
P2RX5
1.7335
ADRA1A
1.7235
MYLK
1.6757
PLCE1
1.6609
CHP2
1.6574
CHRM2
1.6519
PPP3R2
1.6507
PPP3R1
1.6073
HRH1
1.6028
TRHR
1.5743
CALML5
1.5580
CALM2
1.5462
DRD1
1.5418
EDNRB
1.5346
GRM5
1.4972
PDGFRA
1.4972
P2RX7
1.4953
SLC8A2
1.4703
PDGFRB
1.4665
ITPKB
1.4598
PHKB
1.4395
AVPR1A
1.4388
RYR1
1.4385
PLCD3
1.4143
OXTR
1.4085
ADRB2
1.4067
P2RX2
1.3935
PTGER1
1.3931
HTR6
1.3827
VDAC3
1.3817
PPID
1.3726
HRH2
1.3590
GNAQ
1.3514
P2RX1
1.3213
ERBB3
1.3159
MYLK3
1.2840
PPP3CC
1.2662
CACNA1I
1.2623
PTGER3
1.2596
PLCD1
1.2517
ADORA2B
1.2450
CHRM5
1.2440
BDKRB2
1.2390
ADRB1
1.2389
TNNC2
1.2210
AGTR1
1.1970
P2RX3
1.1948
TACR3
1.1917
LTB4R2
1.1771
CALML3
1.1643
BDKRB1
1.1635
PRKACA
1.1632
ITPKA
1.1510
EDNRA
1.1459
SLC25A31
1.1290
GRIN2C
1.1180
CHRNA7
1.1090
ADCY3
1.1011
ATP2B1
1.0767
PDE1B
1.0754
CCKAR
1.0564
HTR5A
1.0440
MYLK2
1.0363
TRPC1
1.0146
ADCY4
0.9872
ATP2A1
0.9851
CALM3
0.9846
CD38
0.9739
TBXA2R
0.9727
ERBB2
0.9686
DRD5
0.9670
PLN
0.9027
SPHK2
0.9024
SLC25A4
0.8979
CAMK2B
0.8788
PTAFR
0.8407
GRIN1
0.8321
ADORA2A
0.8219
F2R
0.7926
CCKBR
0.7807
PHKG1
0.7476
VDAC1
0.6794
ADCY7
0.6048
CALML6
0.5979
PHKG2
0.5952
ATP2A2
0.5605
HTR2B
0.5571
ADRB3
0.4798
PPP3CB
0.4679
CYSLTR1
0.0433
Calcium signaling pathway
ATP2B3
CACNA1F
CHP
GRPR
HTR2C
LOC729317
PHKA1
PHKA2
PRKX
SLC25A5
SLC25A6
hsa05222
(boxplot)
81853.12806603911518358.798032029586622E-40.0084021205882552250.0FHIT
5.0721
COL4A2
3.5427
LAMC3
3.2308
PIK3R5
3.1433
E2F2
2.9408
COL4A1
2.9190
BCL2
2.8962
CDK4
2.7978
PTK2
2.7491
CHUK
2.7392
ITGB1
2.7206
PIAS3
2.7118
PTGS2
2.5139
RXRG
2.4598
LAMC1
2.3490
ITGA2B
2.3301
TP53
2.3206
ITGAV
2.3143
CCNE1
2.2847
NFKBIA
2.2646
TRAF6
2.2343
RXRA
2.2312
LAMA3
2.2199
LAMA1
2.1908
TRAF3
2.1366
RXRB
2.1076
ITGA2
2.1044
RB1
2.1039
IKBKB
2.0647
E2F1
2.0545
NOS2
1.9614
LAMB4
1.9602
RARB
1.9500
COL4A4
1.8841
E2F3
1.8742
LAMA5
1.8536
BIRC2
1.8533
SKP2
1.7399
PIK3CD
1.7138
CDKN1B
1.7075
AKT1
1.7014
LAMA2
1.6851
ITGA6
1.6515
TRAF2
1.6469
TRAF5
1.6297
LAMC2
1.6114
APAF1
1.5879
CYCS
1.5581
BIRC3
1.5424
MAX
1.4862
PIK3CA
1.4804
LAMB3
1.4777
ITGA3
1.4609
PIK3R2
1.4143
CCND1
1.4000
PIK3CB
1.3849
LAMA4
1.2720
LAMB1
1.2559
FN1
1.2328
PIAS4
1.1979
NFKB1
1.1903
PIK3R1
1.1894
RELA
1.1750
TRAF1
1.1415
PIK3CG
1.1284
PIAS2
1.1259
CDKN2B
1.0880
CDK6
1.0654
MYC
1.0337
CASP9
1.0188
AKT3
0.9935
LAMB2
0.9751
AKT2
0.9017
PTEN
0.8976
CDK2
0.8887
PIK3R3
0.8554
BCL2L1
0.7934
CCNE2
0.6847
CKS1B
0.6411
TRAF4
0.5827
PIAS1
0.4175
Small cell lung cancer
COL4A6
IKBKG
XIAP
hsa04520
(boxplot)
72763.11111221453510079.319204850966045E-40.0084760386977834020.0BAIAP2
3.8173
ACTB
3.7300
CTNNA2
3.2208
PTPN1
3.1283
ACTN1
3.0707
RAC2
2.8280
INSR
2.7897
RAC1
2.6726
PTPRM
2.6623
PVRL3
2.6476
NLK
2.6407
FARP2
2.6167
TCF7L2
2.5921
IGF1R
2.5914
RHOA
2.5129
PTPRF
2.4880
ACTG1
2.4632
EGFR
2.3734
LMO7
2.2950
SORBS1
2.2816
FYN
2.2385
ACTN3
2.2041
MAPK1
2.1844
CTNNA3
2.1832
SMAD3
2.1398
PVRL1
2.0014
TCF7L1
1.9555
MAP3K7
1.9122
TGFBR2
1.8771
CDC42
1.8213
SMAD2
1.7778
WASF3
1.7632
CSNK2A1
1.6824
MAPK3
1.6641
SRC
1.6146
PTPN6
1.5953
PARD3
1.5924
MLLT4
1.5911
FER
1.5533
VCL
1.5498
EP300
1.5435
CDH1
1.5358
PVRL2
1.5039
YES1
1.4362
SNAI1
1.4351
PTPRJ
1.4277
RAC3
1.4192
MET
1.3873
SSX2IP
1.3359
WASF2
1.3228
IQGAP1
1.3192
CREBBP
1.3089
ACTN2
1.2903
CSNK2B
1.2467
PTPRB
1.2457
WASF1
1.2328
TJP1
1.2232
CTNND1
1.2139
SNAI2
1.1409
TCF7
1.1162
SMAD4
1.1109
TGFBR1
1.0526
CSNK2A2
1.0512
ACTN4
1.0023
CTNNA1
0.9825
ERBB2
0.9686
FGFR1
0.9682
PVRL4
0.9630
CTNNB1
0.9144
LEF1
0.8952
WASL
0.8245
ACP1
0.7347
Adherens junction
646048
646821
WAS
hsa04270
(boxplot)
1091173.01264551710138530.00129490619168692870.0112421401187365170.0ADCY9
4.0587
PRKCD
3.3826
CACNA1C
3.1697
PLCB3
3.0689
PRKG1
3.0481
PLCB2
3.0466
PRKCB
3.0263
ADCY2
2.9743
GUCY1A2
2.9322
ITPR1
2.8897
CACNA1S
2.7820
PRKCA
2.7739
ITPR2
2.6702
GNA12
2.6234
MYH11
2.6183
PRKACG
2.6173
MAP2K1
2.5626
ITPR3
2.5571
KCNMB2
2.5154
RHOA
2.5129
PLA2G2A
2.4585
PRKCE
2.4343
PLA2G4A
2.4025
RAMP3
2.2430
KCNMB4
2.2259
MAPK1
2.1844
PLCB1
2.1804
CACNA1D
2.1133
GUCY1A3
2.0975
GUCY1B3
PLA2G5
2.0932
CALM1
2.0863
ROCK2
2.0579
PRKACB
2.0477
GNA13
2.0279
GNA11
2.0156
ARHGEF1
2.0091
ADRA1D
2.0075
ADCY1
1.9897
PRKCQ
1.9582
ADRA1B
1.9263
CALD1
1.8700
PRKCG
1.8526
ADCY6
1.8202
GNAS
1.7902
KCNMA1
1.7742
CYP4A11
1.7739
AVPR1B
1.7622
ADCY8
1.7592
PLCB4
1.7585
NPR2
1.7582
KCNMB3
1.7525
ARHGEF12
1.7452
ADRA1A
1.7235
ADCY5
1.6975
CYP4A22
1.6914
MYLK
1.6757
MAPK3
1.6641
MRVI1
1.6631
CALML5
1.5580
PLA2G10
1.5567
BRAF
1.5539
RAMP1
1.5471
CALM2
1.5462
KCNU1
1.5040
PPP1R14A
1.5005
JMJD7-PLA2G4B
1.4984
PLA2G4B
PPP1CC
1.4919
PRKCH
1.4763
NPR1
1.4554
AVPR1A
1.4388
GNAQ
1.3514
PLA2G6
1.3336
PLA2G2D
1.3238
KCNMB1
1.3228
PLA2G4E
1.3187
MAP2K2
1.3141
ACTA2
1.3076
MYLK3
1.2840
ROCK1
1.2802
PTGIR
1.2763
MYL9
1.2691
ADORA2B
1.2450
PLA2G12B
1.2433
RAF1
1.2321
AGTR1
1.1970
PLA2G2C
1.1830
PLA2G2F
CALML3
1.1643
PRKACA
1.1632
EDNRA
1.1459
PPP1R12A
1.1124
ADCY3
1.1011
MYLK2
1.0363
CALCRL
0.9940
ADCY4
0.9872
CALM3
0.9846
PLA2G12A
0.9805
RAMP2
0.9551
PPP1R12B
0.8972
PLA2G2E
0.8914
MYL6
0.8801
MYL6B
PPP1CA
0.8778
PPP1CB
0.8684
PLA2G3
0.8557
ACTG2
0.8520
ADORA2A
0.8219
PLA2G1B
0.7612
ADCY7
0.6048
CALML6
0.5979
ARHGEF11
0.5427
Vascular smooth muscle contraction
ARAF
CACNA1F
PRKX
hsa04145
(boxplot)
1411602.8856678463439230.00195292065130026060.0162177323651456450.0ATP6V1D
6.8083
HLA-DQA1
4.6600
HLA-DQB1
4.6600
ACTB
3.7300
ATP6V0A4
3.7210
HLA-DRB1
3.2362
EEA1
3.1377
ATP6V1B2
3.1036
TLR2
3.1008
STX18
3.0429
HLA-DRB5
2.7440
ITGB1
2.7206
TUBA1B
2.7111
HLA-DOB
2.6796
TAP1
TAP2
RAC1
2.6726
HLA-B
2.6605
TUBB8
2.6392
NOS1
2.6267
TUBA1A
2.6017
COLEC12
2.5875
OLR1
2.5375
ACTG1
2.4632
TUBA4A
2.4324
FCGR2B
2.4253
SFTPA1
2.4115
TUBA3C
2.4040
COMP
2.3919
STX7
2.3484
COLEC11
2.3413
ITGB2
2.3293
ITGAV
2.3143
ATP6V1G2
2.2008
DYNC2H1
2.1583
NOX3
2.1286
HLA-DOA
2.1076
ATP6V1F
2.1069
ITGA2
2.1044
PIKFYVE
2.1044
ATP6V0D1
2.0982
ATP6V0D2
2.0833
SEC61B
2.0569
RAB7A
2.0354
ATP6V1C2
2.0315
CLEC7A
2.0233
HLA-DRA
1.9559
MARCO
1.9367
DYNC1I2
1.9108
SCARB1
1.8972
PLA2R1
1.8824
CLEC4M
1.8761
MSR1
1.8620
TUBB3
1.8422
ATP6V1B1
1.8256
NCF4
1.7726
ATP6V0E2
1.7471
C3
1.7226
CD209
1.6851
CALR
1.6755
ITGB5
1.6653
TLR4
1.6570
HLA-A
1.6214
HLA-F
1.6214
FCGR2C
1.6169
FCGR3B
1.6169
DYNC1I1
1.6139
FCGR1A
1.5989
SFTPD
1.5802
C1R
1.5672
CD14
1.5535
HLA-C
1.5498
MBL2
1.5441
HLA-DPA1
1.5330
HLA-G
1.5274
TUBA8
1.5110
ATP6V1A
1.5081
FCGR3A
1.5067
MRC2
1.4861
VAMP3
1.4837
ATP6V1E1
1.4383
TLR6
1.4305
DYNC1LI1
1.4124
CANX
1.4001
TUBB
1.3996
HLA-DPB1
1.3901
HLA-E
1.3786
HLA-DMA
1.3629
HLA-DMB
PIK3C3
1.3596
DYNC1H1
1.3386
TCIRG1
1.3255
TUBB6
1.3255
TUBA1C
1.3218
MPO
1.2914
HLA-DQA2
1.2857
TFRC
1.2478
SEC61A2
1.2317
ITGB3
1.2237
ATP6V1H
1.2160
THBS4
1.2117
CTSL1
1.2115
ITGAM
1.2111
FCAR
1.2076
ATP6V1C1
1.1984
CYBA
1.1917
ATP6V0B
1.1900
TUBAL3
1.1884
NCF2
1.1882
CTSS
1.1841
ATP6V0E1
1.1421
NCF1
1.1245
RAB5A
1.1142
THBS2
1.0954
TUBB1
1.0718
M6PR
1.0695
FCGR2A
1.0661
ATP6V1G3
1.0115
TUBB2A
1.0041
TUBB2B
0.9931
ATP6V0A1
0.9809
TUBA3E
0.9776
CD36
0.9735
ATP6V1G1
0.9622
RILP
0.9337
ATP6V0A2
0.9314
ATP6V0C
0.9052
TUBA3D
0.8897
RAB5B
0.8887
SEC61G
0.8798
ITGA5
0.8523
SEC61A1
0.8523
RAB5C
0.7943
SEC22B
0.7533
DYNC1LI2
0.7387
MRC1
0.7357
CORO1A
0.7003
THBS3
0.6651
ATP6V1E2
0.6568
HGS
0.6249
LAMP1
0.6180
HLA-DRB3
0.5719
STX12
0.5140
THBS1
0.4991
Phagosome
100294318
646048
646821
ATP6AP1
CYBB
HLA-DRB4
LAMP2
LOC100133583
LOC652614
MRC1L1
NOX1
RAB7B
TUBB2C
TUBB4
TUBB4Q
hsa00532
(boxplot)
21232.7849547468498670.00267675969866476570.021302545935207090.0CSGALNACT1
4.1615
B3GALT6
3.2308
CHST15
3.0290
CHSY3
2.8604
XYLT1
2.3766
CHSY1
2.2928
B3GAT1
2.2773
B3GAT2
2.2607
UST
2.1005
CHST14
1.9838
CHPF
1.7807
CHPF2
1.7352
DSE
1.6082
CHST11
1.5539
B3GAT3
1.5291
CHST3
1.5224
CHST13
1.3835
CSGALNACT2
1.2240
CHST12
0.9662
B4GALT7
0.9508
XYLT2
0.7501
Glycosaminoglycan biosynthesis - chondroitin sulfate
CHST7
hsa04720
(boxplot)
65712.78376632438546250.00268658648655217820.021302545935207090.0CAMK2A
3.5158
CACNA1C
3.1697
PLCB3
3.0689
PLCB2
3.0466
PRKCB
3.0263
ITPR1
2.8897
PRKCA
2.7739
ITPR2
2.6702
PRKACG
2.6173
RAPGEF3
2.5935
CAMK2D
2.5763
MAP2K1
2.5626
ITPR3
2.5571
RPS6KA2
2.5385
RPS6KA1
2.5236
GRIN2D
2.4098
CAMK4
2.3903
GRM1
2.3621
GRIN2B
2.2739
GRIN2A
2.2237
MAPK1
2.1844
PLCB1
2.1804
CALM1
2.0863
PRKACB
2.0477
ADCY1
1.9897
CAMK2G
1.9776
PPP3CA
1.9062
PRKCG
1.8526
ADCY8
1.7592
PLCB4
1.7585
HRAS
1.7462
MAPK3
1.6641
CHP2
1.6574
PPP3R2
1.6507
KRAS
1.6419
PPP3R1
1.6073
CALML5
1.5580
BRAF
1.5539
CALM2
1.5462
EP300
1.5435
GRIA1
1.5071
GRM5
1.4972
PPP1CC
1.4919
GNAQ
1.3514
MAP2K2
1.3141
CREBBP
1.3089
RAP1A
1.2747
PPP3CC
1.2662
RAF1
1.2321
CALML3
1.1643
PRKACA
1.1632
GRIN2C
1.1180
PPP1R12A
1.1124
RAP1B
1.0677
PPP1R1A
0.9983
GRIA2
0.9944
CALM3
0.9846
ATF4
0.9763
CAMK2B
0.8788
PPP1CA
0.8778
PPP1CB
0.8684
GRIN1
0.8321
NRAS
0.7783
CALML6
0.5979
PPP3CB
0.4679
Long-term potentiation
ARAF
CHP
PRKX
RPS6KA3
RPS6KA6
hsa04662
(boxplot)
72762.78371885851842030.00268697964637487630.021302545935207090.0SYK
4.5860
CD81
3.9024
PIK3R5
3.1433
PRKCB
3.0263
PLCG2
2.8847
BLNK
2.8837
RAC2
2.8280
CHUK
2.7392
LYN
2.7044
RAC1
2.6726
FOS
2.6457
MAP2K1
2.5626
PIK3AP1
2.4828
VAV1
2.4525
FCGR2B
2.4253
NFATC2
2.3660
VAV2
2.3528
INPP5D
2.3183
RASGRP3
2.2666
NFKBIA
2.2646
NFATC3
2.2123
MAPK1
2.1844
NFAT5
2.0659
IKBKB
2.0647
VAV3
1.9834
CARD11
1.9450
NFKBIE
1.9165
PPP3CA
1.9062
CD22
1.8502
NFATC1
1.7678
HRAS
1.7462
PIK3CD
1.7138
AKT1
1.7014
MAPK3
1.6641
CHP2
1.6574
PPP3R2
1.6507
KRAS
1.6419
PPP3R1
1.6073
SOS2
1.5974
PTPN6
1.5953
LILRB3
1.5847
IFITM1
1.5763
MALT1
1.5498
GSK3B
1.5188
CR2
1.4837
PIK3CA
1.4804
RAC3
1.4192
PIK3R2
1.4143
PIK3CB
1.3849
MAP2K2
1.3141
CD19
1.2894
PPP3CC
1.2662
RAF1
1.2321
CD79B
1.2213
NFKB1
1.1903
PIK3R1
1.1894
RELA
1.1750
PIK3CG
1.1284
DAPP1
1.1158
NFKBIB
1.1025
NFATC4
1.0953
AKT3
0.9935
JUN
0.9706
CD72
0.9412
AKT2
0.9017
PIK3R3
0.8554
BCL10
0.8413
GRB2
0.8222
NRAS
0.7783
CD79A
0.6505
SOS1
0.6101
PPP3CB
0.4679
B cell receptor signaling pathway
BTK
CHP
IKBKG
hsa04144
(boxplot)
1942062.70591111626158960.00340586375883766830.0240933325162220250.0AP2M1
4.4336
TGFB2
3.6070
GRK5
3.4848
ARFGAP1
3.3704
ARRB1
3.2773
NEDD4L
3.1866
EEA1
3.1377
AGAP1
3.1241
ASAP3
3.1062
DNAJC6
3.0564
CHMP4B
3.0036
CHMP2A
3.0013
ASAP2
2.8348
PRKCZ
2.7757
CHMP6
2.7373
HLA-B
2.6605
CXCR1
2.6354
CXCR2
PIP5K1B
2.6173
SH3GL3
2.6098
IGF1R
2.5914
SH3GL2
2.5864
VPS36
2.5544
PSD3
2.5418
FGFR4
2.5137
RHOA
2.5129
FOLR3
2.4757
RAB4A
2.4356
PIP5K1C
2.4349
SMURF2
2.4340
RAB11FIP1
2.4250
GRK4
2.4162
CLTC
2.3833
EGFR
2.3734
VPS37D
2.3662
DNM2
2.3611
IQSEC3
2.3517
RAB11B
2.3503
SMAP1
2.3499
GRK6
2.3497
CLTCL1
2.3471
FLT1
2.3050
FOLR1
2.2877
FOLR2
2.2877
DAB2
2.2807
PARD6G
2.2746
PLD2
2.2532
TRAF6
2.2343
HSPA1A
2.2202
HSPA1B
HSPA1L
EHD1
2.1914
FGFR2
2.1900
SMAD7
2.1881
PML
2.1798
SMAD3
2.1398
VPS37A
2.1182
CHMP2B
2.1074
CAV2
2.0696
RUFY1
2.0463
RAB7A
2.0354
CSF1R
2.0171
AP2A2
2.0102
AP2S1
1.9821
EGF
1.9813
DNM3
1.9710
PLD1
1.9439
IL2RA
1.9382
RET
1.9337
STAM
1.9329
FAM125B
1.8908
VPS45
1.8891
TGFBR2
1.8771
LDLR
1.8742
AP2B1
1.8684
VPS28
1.8595
EHD4
1.8548
ERBB4
1.8386
CDC42
1.8213
CAV1
1.8147
GIT1
1.8058
RABEP1
1.8024
NTRK1
1.7991
RAB11FIP3
1.7830
TSG101
1.7804
SMAD2
1.7778
IL2RB
1.7474
HRAS
1.7462
CBLB
1.7392
STAMBP
1.7291
PARD6B
1.7042
ARAP1
1.6714
ARAP3
1.6264
HLA-A
1.6214
HLA-F
1.6214
SRC
1.6146
RAB11FIP2
1.6050
IQSEC1
1.5971
PARD3
1.5924
RAB31
1.5640
SMAD6
1.5634
HLA-C
1.5498
MDM2
1.5358
HLA-G
1.5274
RAB22A
1.5171
HSPA6
1.5067
PIP5K1A
1.5040
PDGFRA
1.4972
AP2A1
1.4839
TGFB1
1.4755
STAM2
1.4742
FAM125A
1.4370
PRKCI
1.4300
CAV3
1.4085
FGFR3
1.4082
ADRB2
1.4067
CLTA
1.4052
LDLRAP1
1.3995
HSPA8
1.3974
CCR5
1.3896
RNF41
1.3888
MET
1.3873
HSPA2
1.3853
ACAP2
1.3807
PSD4
1.3799
HLA-E
1.3786
SMAP2
1.3592
NEDD4
1.3588
VPS4A
1.3431
ARFGAP2
1.3219
EPN1
1.3185
ERBB3
1.3159
CHMP1B
1.3132
AGAP2
1.3002
SH3GL1
1.2999
GRK1
1.2943
EHD3
1.2942
CBLC
1.2803
ZFYVE9
1.2693
ARF6
1.2689
TFRC
1.2478
SH3GLB1
1.2456
ARAP2
1.2441
ADRB1
1.2389
DNM1L
1.2264
USP8
1.2135
ARRB2
1.2047
ADRBK2
1.1566
RAB11FIP4
1.1447
EPS15
1.1363
KIT
1.1305
CBL
1.1230
RAB5A
1.1142
VTA1
1.0954
SMURF1
1.0952
PARD6A
1.0943
CLTB
1.0901
CHMP4C
1.0778
PIP5KL1
1.0776
ACAP3
1.0603
TGFBR1
1.0526
KDR
1.0514
PSD2
1.0330
VPS25
1.0160
ASAP1
0.9944
CXCR4
0.9401
DNM1
0.9397
FOLR4
0.9289
ARFGAP3
0.9205
VPS37C
0.9045
ACAP1
0.8983
RAB5B
0.8887
SNF8
0.8864
EPN3
0.8690
EHD2
0.8684
ITCH
0.8652
ADRBK1
0.8598
CHMP4A
0.8386
PDCD6IP
0.8309
ZFYVE20
0.8179
TGFB3
0.8111
RAB5C
0.7943
F2R
0.7926
ZFYVE16
0.7775
VPS37B
0.7635
RAB11A
0.7293
RAB11FIP5
0.7233
PSD
0.7073
GIT2
0.6694
CHMP5
0.6670
WWP1
0.6586
GRK7
0.6334
HGS
0.6249
EPN2
0.5719
SH3GLB2
0.5546
VPS4B
0.5144
ADRB3
0.4798
Endocytosis
652671
652799
IL2RG
IQSEC2
LOC652346
LOC652614
SH3KBP1
VPS24
hsa05146
(boxplot)
1021062.69636110207485920.00350508133438731660.0240933325162220250.0GNAL
3.9763
TGFB2
3.6070
COL4A2
3.5427
LAMC3
3.2308
IL12A
3.1864
PIK3R5
3.1433
TLR2
3.1008
ACTN1
3.0707
PLCB3
3.0689
PLCB2
3.0466
PRKCB
3.0263
COL4A1
2.9190
PRKCA
2.7739
PTK2
2.7491
C8B
2.6531
IL1R2
2.6332
PRKACG
2.6173
LAMC1
2.3490
ITGB2
2.3293
TNF
2.2219
LAMA3
2.2199
ACTN3
2.2041
LAMA1
2.1908
PLCB1
2.1804
COL11A2
2.1076
PRKACB
2.0477
RAB7A
2.0354
GNA11
2.0156
ADCY1
1.9897
NOS2
1.9614
GNA15
1.9606
LAMB4
1.9602
COL4A4
1.8841
COL5A1
1.8811
LAMA5
1.8536
PRKCG
1.8526
COL2A1
1.8447
GNAS
1.7902
GNA14
1.7701
CXCL1
1.7667
PLCB4
1.7585
COL1A1
1.7333
PIK3CD
1.7138
SERPINB10
1.6981
SERPINB2
1.6981
LAMA2
1.6851
COL11A1
1.6817
ARG2
1.6813
TLR4
1.6570
HSPB1
1.6447
IFNG
1.6146
LAMC2
1.6114
CD14
1.5535
VCL
1.5498
COL3A1
1.4878
PIK3CA
1.4804
LAMB3
1.4777
TGFB1
1.4755
MUC2
1.4464
C9
1.4271
PIK3R2
1.4143
COL1A2
1.3917
PIK3CB
1.3849
ARG1
1.3579
GNAQ
1.3514
SERPINB9
1.3495
CASP3
1.3249
C8A
1.3135
CTSG
1.2958
ACTN2
1.2903
LAMA4
1.2720
SERPINB13
1.2654
COL5A3
1.2647
LAMB1
1.2559
COL5A2
1.2531
FN1
1.2328
ITGAM
1.2111
NFKB1
1.1903
PIK3R1
1.1894
IL1R1
1.1892
RELA
1.1750
PRKACA
1.1632
SERPINB6
1.1568
PIK3CG
1.1284
RAB5A
1.1142
IL12B
1.0957
SERPINB1
1.0352
CSF2
1.0204
ACTN4
1.0023
IL1B
0.9755
LAMB2
0.9751
IL10
0.9674
SERPINB3
0.9519
SERPINB4
0.8983
RAB5B
0.8887
CD1D
0.8617
PIK3R3
0.8554
IL6
0.8242
C8G
0.8170
TGFB3
0.8111
RAB5C
0.7943
IL8
0.6227
Amoebiasis
COL4A6
PRKX
RAB7B
hsa00052
(boxplot)
25272.6959070815648930.00350986226096927640.0240933325162220250.0PFKP
4.5795
LALBA
4.1910
HK1
3.9094
GLB1
3.1570
GAA
2.3728
HK2
2.2103
PGM2
1.9602
AKR1B1
1.8861
G6PC
1.8551
PFKM
1.7873
UGP2
1.6953
PFKL
1.6836
GCK
1.6682
GALK1
1.5923
GALT
1.5616
PGM1
1.5240
B4GALT1
1.4970
LCT
1.3923
MGAM
1.3099
B4GALT2
1.2946
GALK2
1.2421
GANC
1.2336
G6PC2
1.0466
HK3
0.9706
GALE
0.6847
Galactose metabolism
GLA
hsa05212
(boxplot)
66712.64061237585030460.0041378171215651350.0263441023406313580.0TGFB2
3.6070
PIK3R5
3.1433
BAD
3.0689
E2F2
2.9408
RAC2
2.8280
CDK4
2.7978
CHUK
2.7392
RAC1
2.6726
MAPK8
2.6033
MAP2K1
2.5626
PGF
2.5613
STAT1
2.5577
MAPK10
2.5394
VEGFB
2.4840
EGFR
2.3734
TP53
2.3206
RALGDS
2.2383
MAPK1
2.1844
RAD51
2.1552
SMAD3
2.1398
RB1
2.1039
IKBKB
2.0647
E2F1
2.0545
RALA
2.0150
EGF
1.9813
PLD1
1.9439
CDKN2A
1.8817
TGFBR2
1.8771
E2F3
1.8742
STAT3
1.8289
CDC42
1.8213
SMAD2
1.7778
PIK3CD
1.7138
AKT1
1.7014
MAPK3
1.6641
KRAS
1.6419
TGFA
1.6247
BRAF
1.5539
PIK3CA
1.4804
TGFB1
1.4755
RALBP1
1.4580
RAC3
1.4192
PIK3R2
1.4143
MAPK9
1.4013
CCND1
1.4000
PIK3CB
1.3849
BRCA2
1.3294
RAF1
1.2321
NFKB1
1.1903
PIK3R1
1.1894
RELA
1.1750
VEGFA
1.1459
PIK3CG
1.1284
SMAD4
1.1109
CDK6
1.0654
VEGFC
1.0533
TGFBR1
1.0526
CASP9
1.0188
AKT3
0.9935
ERBB2
0.9686
AKT2
0.9017
PIK3R3
0.8554
TGFB3
0.8111
JAK1
0.8097
BCL2L1
0.7934
RALB
0.7934
Pancreatic cancer
ARAF
ARHGEF6
FIGF
IKBKG
hsa04930
(boxplot)
46482.61310268352976930.0044862170138123550.02764088547219870.0HK1
3.9094
MTOR
3.5430
PRKCD
3.3826
CACNA1C
3.1697
PIK3R5
3.1433
CACNA1A
2.9234
INSR
2.7897
PRKCZ
2.7757
MAPK8
2.6033
CACNA1E
2.6002
MAPK10
2.5394
CACNA1B
2.4467
PRKCE
2.4343
TNF
2.2219
HK2
2.2103
MAPK1
2.1844
CACNA1D
2.1133
IKBKB
2.0647
CACNA1G
2.0559
SLC2A2
1.9041
PIK3CD
1.7138
GCK
1.6682
MAPK3
1.6641
ABCC8
1.5045
IRS2
1.4841
PIK3CA
1.4804
SOCS3
1.4412
PIK3R2
1.4143
MAPK9
1.4013
PIK3CB
1.3849
SOCS2
1.3744
ADIPOQ
1.3722
SLC2A4
1.3574
MAFA
1.2424
PIK3R1
1.1894
PIK3CG
1.1284
IRS1
1.1009
INS
1.0072
HK3
0.9706
PDX1
0.9289
PIK3R3
0.8554
KCNJ11
0.7828
SOCS1
0.7742
PKM2
0.7385
PKLR
0.5988
SOCS4
0.3630
Type II diabetes mellitus
IRS4
hsa05140
(boxplot)
67752.5570134930734340.0052787561134953750.031507575552425520.0HLA-DQA1
4.6600
HLA-DQB1
4.6600
TGFB2
3.6070
HLA-DRB1
3.2362
IL12A
3.1864
TLR2
3.1008
PRKCB
3.0263
HLA-DRB5
2.7440
ITGB1
2.7206
HLA-DOB
2.6796
FOS
2.6457
STAT1
2.5577
PTGS2
2.5139
IFNGR1
2.4852
ITGB2
2.3293
JAK2
2.2993
NFKBIA
2.2646
TRAF6
2.2343
TNF
2.2219
MAPK1
2.1844
HLA-DOA
2.1076
NOS2
1.9614
HLA-DRA
1.9559
MAP3K7
1.9122
IFNGR2
1.9048
NCF4
1.7726
C3
1.7226
MAPK3
1.6641
TLR4
1.6570
FCGR2C
1.6169
FCGR3B
1.6169
IFNG
1.6146
FCGR1A
1.5989
PTPN6
1.5953
HLA-DPA1
1.5330
FCGR3A
1.5067
CR1
1.4837
TGFB1
1.4755
HLA-DPB1
1.3901
TAB2
1.3718
HLA-DMA
1.3629
HLA-DMB
MAPK13
1.3194
MAPK14
1.3194
HLA-DQA2
1.2857
MAPK11
1.2647
MAPK12
ITGAM
1.2111
MYD88
1.1939
CYBA
1.1917
NFKB1
1.1903
NCF2
1.1882
RELA
1.1750
NCF1
1.1245
NFKBIB
1.1025
IL12B
1.0957
FCGR2A
1.0661
TAB1
1.0636
IRAK4
0.9927
IL1B
0.9755
JUN
0.9706
IL10
0.9674
IL1A
0.9076
ITGA4
0.8908
IL4
0.8297
TGFB3
0.8111
JAK1
0.8097
HLA-DRB3
0.5719
MARCKSL1
0.1869
Leishmaniasis
100294318
ELK1
HLA-DRB4
IRAK1
LOC100133583
hsa05210
(boxplot)
61632.5209898511448150.0058512613626737760.033866391523354280.0TGFB2
3.6070
PIK3R5
3.1433
BAD
3.0689
APPL1
3.0375
DCC
2.9809
BCL2
2.8962
RAC2
2.8280
RAC1
2.6726
FOS
2.6457
MAPK8
2.6033
TCF7L2
2.5921
MAP2K1
2.5626
MAPK10
2.5394
RHOA
2.5129
MSH2
2.3546
TP53
2.3206
RALGDS
2.2383
APC
2.2038
MAPK1
2.1844
SMAD3
2.1398
TCF7L1
1.9555
AXIN2
1.8914
TGFBR2
1.8771
SMAD2
1.7778
PIK3CD
1.7138
AKT1
1.7014
AXIN1
1.6664
MAPK3
1.6641
KRAS
1.6419
MSH3
1.6082
CYCS
1.5581
BRAF
1.5539
APC2
1.5322
GSK3B
1.5188
PIK3CA
1.4804
TGFB1
1.4755
BIRC5
1.4636
BAX
1.4526
RAC3
1.4192
PIK3R2
1.4143
MAPK9
1.4013
CCND1
1.4000
PIK3CB
1.3849
CASP3
1.3249
MSH6
1.2485
RAF1
1.2321
MLH1
1.2000
PIK3R1
1.1894
PIK3CG
1.1284
TCF7
1.1162
SMAD4
1.1109
TGFBR1
1.0526
MYC
1.0337
CASP9
1.0188
AKT3
0.9935
JUN
0.9706
CTNNB1
0.9144
AKT2
0.9017
LEF1
0.8952
PIK3R3
0.8554
TGFB3
0.8111
Colorectal cancer
ARAF
hsa04320
(boxplot)
24262.44856665925738560.00717129439735253450.040285800879245120.0ETV6
3.7270
PIWIL2
3.4870
PIWIL1
2.6440
MAP2K1
2.5626
EGFR
2.3734
MAPK1
2.1844
NOTCH3
2.1271
SPIRE1
2.0611
SPIRE2
1.9598
NOTCH4
1.9559
CPEB1
1.9496
FMN2
1.9194
ETV7
1.8339
PIWIL4
1.7742
MAPK3
1.6641
NOTCH1
1.6513
KRAS
1.6419
NOTCH2
1.6146
SOS2
1.5974
PIWIL3
1.5624
ETS1
1.2536
GRB2
0.8222
ETS2
0.7387
SOS1
0.6101
Dorso-ventral axis formation
LOC652554
hsa04670
(boxplot)
1071192.44424227911575850.0072578374515692710.040285800879245120.0ACTB
3.7300
MYL12A
3.3308
MYL12B
CTNNA2
3.2208
PIK3R5
3.1433
ACTN1
3.0707
CLDN20
3.0503
CLDN5
3.0479
PRKCB
3.0263
CLDN16
2.9594
PLCG2
2.8847
RAC2
2.8280
PRKCA
2.7739
PTK2
2.7491
ITGB1
2.7206
RAC1
2.6726
PTK2B
2.6525
RAPGEF4
2.6470
RAPGEF3
2.5935
RHOA
2.5129
PLCG1
2.5010
ACTG1
2.4632
BCAR1
2.4612
VAV1
2.4525
MMP9
2.4506
VAV2
2.3528
ITGB2
2.3293
ACTN3
2.2041
CTNNA3
2.1832
VASP
2.1552
NOX3
2.1286
ROCK2
2.0579
CXCL12
2.0554
GNAI3
2.0223
CLDN22
2.0102
VAV3
1.9834
VCAM1
1.9817
PTPN11
1.9382
MYL5
1.9355
PRKCG
1.8526
CDC42
1.8213
CLDN14
1.8130
JAM2
1.7762
NCF4
1.7726
ITK
1.7404
CLDN19
1.7298
PIK3CD
1.7138
CLDN18
1.6972
MYL7
1.6682
CLDN1
1.6284
GNAI1
1.6096
MLLT4
1.5911
CLDN10
1.5844
VCL
1.5498
JAM3
1.5126
PIK3CA
1.4804
ESAM
1.4708
PIK3R2
1.4143
CLDN17
1.4118
EZR
1.4086
PIK3CB
1.3849
TXK
1.3610
CDH5
1.3421
CLDN8
1.3417
ITGAL
1.3308
MAPK13
1.3194
MAPK14
1.3194
ACTN2
1.2903
ROCK1
1.2802
RAP1A
1.2747
MYL9
1.2691
MAPK11
1.2647
MAPK12
THY1
1.2531
PECAM1
1.2503
ARHGAP5
1.2312
CLDN11
1.2257
CLDN23
1.2160
CTNND1
1.2139
ITGAM
1.2111
CYBA
1.1917
PIK3R1
1.1894
NCF2
1.1882
SIPA1
1.1750
CLDN3
1.1649
PIK3CG
1.1284
MMP2
1.1263
NCF1
1.1245
OCLN
1.1211
MYL10
1.0953
RAP1B
1.0677
MYL2
1.0664
F11R
1.0618
MYLPF
1.0237
RHOH
1.0187
ACTN4
1.0023
ICAM1
0.9880
CTNNA1
0.9825
PXN
0.9662
CXCR4
0.9401
CLDN4
0.9151
CTNNB1
0.9144
RASSF5
0.9059
ITGA4
0.8908
PIK3R3
0.8554
CLDN7
0.8542
CLDN6
0.5071
CLDN9
CLDN15
0.4585
GNAI2
0.3699
Leukocyte transendothelial migration
646048
646821
CD99
CLDN2
CYBB
GRLF1
MSN
NOX1
hsa05223
(boxplot)
53552.4339896343674140.00746671136691690050.040285800879245120.0FHIT
5.0721
PIK3R5
3.1433
BAD
3.0689
PRKCB
3.0263
E2F2
2.9408
PLCG2
2.8847
CDK4
2.7978
PRKCA
2.7739
MAP2K1
2.5626
PLCG1
2.5010
RXRG
2.4598
EGFR
2.3734
TP53
2.3206
RXRA
2.2312
MAPK1
2.1844
RXRB
2.1076
RB1
2.1039
E2F1
2.0545
EGF
1.9813
RARB
1.9500
CDKN2A
1.8817
E2F3
1.8742
PRKCG
1.8526
HRAS
1.7462
PIK3CD
1.7138
AKT1
1.7014
MAPK3
1.6641
KRAS
1.6419
TGFA
1.6247
SOS2
1.5974
BRAF
1.5539
PIK3CA
1.4804
STK4
1.4334
PIK3R2
1.4143
CCND1
1.4000
PIK3CB
1.3849
FOXO3
1.3195
MAP2K2
1.3141
RAF1
1.2321
PIK3R1
1.1894
PIK3CG
1.1284
CDK6
1.0654
CASP9
1.0188
AKT3
0.9935
ERBB2
0.9686
RASSF5
0.9059
PDPK1
0.9045
AKT2
0.9017
PIK3R3
0.8554
GRB2
0.8222
NRAS
0.7783
SOS1
0.6101
RASSF1
0.3433
Non-small cell lung cancer
ARAF
hsa04722
(boxplot)
1191272.37659583551977160.0087366108682165320.04509980204944210.0NTF3
3.7721
CAMK2A
3.5158
MAP2K5
3.4532
PRKCD
3.3826
PIK3R5
3.1433
BAD
3.0689
BCL2
2.8962
PLCG2
2.8847
BDNF
2.7240
RAC1
2.6726
ARHGDIA
2.6482
SHC4
2.6119
MAPK8
2.6033
NGF
2.5955
CAMK2D
2.5763
MAP2K1
2.5626
MAPK10
2.5394
RPS6KA2
2.5385
RPS6KA1
2.5236
RHOA
2.5129
PLCG1
2.5010
SH2B2
2.4671
NGFR
2.4478
CAMK4
2.3903
TP53
2.3206
NFKBIA
2.2646
NTRK3
2.2632
TRAF6
2.2343
SORT1
2.2269
MAPK1
2.1844
NTRK2
2.1710
KIDINS220
2.0947
CALM1
2.0863
GAB1
2.0731
IKBKB
2.0647
RAPGEF1
1.9957
PSEN1
1.9792
CAMK2G
1.9776
PTPN11
1.9382
IRAK2
1.9197
NFKBIE
1.9165
RPS6KA5
1.8690
FASLG
1.8661
MAP3K5
1.8395
CDC42
1.8213
MAP3K1
1.8142
NTRK1
1.7991
RIPK2
1.7610
HRAS
1.7462
YWHAG
1.7338
IRAK3
1.7279
PIK3CD
1.7138
AKT1
1.7014
MAPK3
1.6641
YWHAB
1.6533
KRAS
1.6419
RPS6KA4
1.6180
SOS2
1.5974
YWHAE
1.5943
CALML5
1.5580
BRAF
1.5539
CALM2
1.5462
GSK3B
1.5188
ABL1
1.5088
SHC3
1.4919
IRS2
1.4841
PIK3CA
1.4804
CSK
1.4742
BAX
1.4526
YWHAH
1.4476
SHC2
1.4331
NTF4
1.4312
CRK
1.4166
PIK3R2
1.4143
MAPK9
1.4013
PIK3CB
1.3849
PDK1
1.3573
FOXO3
1.3195
MAPK13
1.3194
MAPK14
1.3194
MAP2K2
1.3141
RAP1A
1.2747
YWHAQ
1.2716
MAPK11
1.2647
MAPK12
RAF1
1.2321
ARHGDIB
1.2240
NFKB1
1.1903
PIK3R1
1.1894
MAP2K7
1.1842
RELA
1.1750
CALML3
1.1643
ZNF274
1.1434
PIK3CG
1.1284
SH2B3
1.1177
NFKBIB
1.1025
IRS1
1.1009
TP73
1.0981
MAPKAPK2
1.0826
RAP1B
1.0677
PRDM4
1.0659
CRKL
1.0292
AKT3
0.9935
IRAK4
0.9927
CALM3
0.9846
ATF4
0.9763
JUN
0.9706
YWHAZ
0.9535
MAP3K3
0.9348
AKT2
0.9017
CAMK2B
0.8788
PIK3R3
0.8554
FRS2
0.8511
GRB2
0.8222
NRAS
0.7783
SH2B1
0.6912
SHC1
0.6411
SOS1
0.6101
CALML6
0.5979
MAPK7
0.2593
Neurotrophin signaling pathway
IRAK1
IRS4
MAGED1
NGFRAP1
RPS6KA3
RPS6KA6
hsa00051
(boxplot)
32352.3681629966162740.0089383291117159920.04509980204944210.0PFKP
4.5795
HK1
3.9094
TSTA3
3.2304
FPGT
3.0929
FBP1
2.8063
MTMR2
2.5058
MTMR7
2.3882
PFKFB4
2.3743
HK2
2.2103
GMDS
2.1281
PFKFB3
2.0571
PMM2
2.0562
AKR1B1
1.8861
PFKM
1.7873
GMPPA
1.7807
MTMR6
1.7160
PFKL
1.6836
FBP2
1.6503
AKR1B10
1.6148
ALDOA
1.3747
PFKFB2
1.3584
GMPPB
1.3022
KHK
1.2767
TPI1
1.1217
SORD
1.1005
ALDOB
1.0582
PMM1
0.9880
HK3
0.9706
PHPT1
0.8861
FUK
0.8768
MPI
0.7762
ALDOC
0.5996
Fructose and mannose metabolism
MTMR1
PFKFB1
hsa05214
(boxplot)
64662.3533806480944610.0093017895250279150.045554917930264920.0MTOR
3.5430
CAMK2A
3.5158
PIK3R5
3.1433
PRKCB
3.0263
E2F2
2.9408
PLCG2
2.8847
CDK4
2.7978
PRKCA
2.7739
SHC4
2.6119
IGF1R
2.5914
CAMK2D
2.5763
MAP2K1
2.5626
PLCG1
2.5010
EGFR
2.3734
TP53
2.3206
MAPK1
2.1844
RB1
2.1039
CALM1
2.0863
E2F1
2.0545
PDGFA
2.0484
EGF
1.9813
CAMK2G
1.9776
IGF1
1.9296
CDKN2A
1.8817
E2F3
1.8742
PRKCG
1.8526
PDGFB
1.8438
HRAS
1.7462
PIK3CD
1.7138
AKT1
1.7014
MAPK3
1.6641
KRAS
1.6419
TGFA
1.6247
SOS2
1.5974
CALML5
1.5580
BRAF
1.5539
CALM2
1.5462
MDM2
1.5358
PDGFRA
1.4972
SHC3
1.4919
PIK3CA
1.4804
PDGFRB
1.4665
SHC2
1.4331
PIK3R2
1.4143
CCND1
1.4000
PIK3CB
1.3849
MAP2K2
1.3141
CDKN1A
1.2652
RAF1
1.2321
PIK3R1
1.1894
CALML3
1.1643
PIK3CG
1.1284
CDK6
1.0654
AKT3
0.9935
CALM3
0.9846
AKT2
0.9017
PTEN
0.8976
CAMK2B
0.8788
PIK3R3
0.8554
GRB2
0.8222
NRAS
0.7783
SHC1
0.6411
SOS1
0.6101
CALML6
0.5979
Glioma
ARAF

box plot of all gene sets