Correlation between copy number variation genes (focal events) and molecular subtypes
Kidney Renal Clear Cell Carcinoma (Primary solid tumor)
15 July 2014  |  analyses__2014_07_15
Maintainer Information
Citation Information
Maintained by TCGA GDAC Team (Broad Institute/MD Anderson Cancer Center/Harvard Medical School)
Cite as Broad Institute TCGA Genome Data Analysis Center (2014): Correlation between copy number variation genes (focal events) and molecular subtypes. Broad Institute of MIT and Harvard. doi:10.7908/C1D21WCJ
Overview
Introduction

This pipeline computes the correlation between significant copy number variation (cnv focal) genes and molecular subtypes.

Summary

Testing the association between copy number variation 29 focal events and 12 molecular subtypes across 527 patients, 139 significant findings detected with P value < 0.05 and Q value < 0.25.

  • amp_1q24.1 cnv correlated to 'CN_CNMF',  'MRNASEQ_CNMF', and 'MIRSEQ_CNMF'.

  • amp_1q32.1 cnv correlated to 'CN_CNMF',  'MRNASEQ_CNMF',  'MIRSEQ_CNMF', and 'MIRSEQ_MATURE_CNMF'.

  • amp_3q26.32 cnv correlated to 'CN_CNMF',  'METHLYATION_CNMF',  'RPPA_CHIERARCHICAL',  'MRNASEQ_CNMF',  'MRNASEQ_CHIERARCHICAL',  'MIRSEQ_CNMF', and 'MIRSEQ_CHIERARCHICAL'.

  • amp_4q32.1 cnv correlated to 'MIRSEQ_CNMF'.

  • amp_5q35.1 cnv correlated to 'CN_CNMF' and 'MRNASEQ_CHIERARCHICAL'.

  • amp_7q36.3 cnv correlated to 'CN_CNMF',  'RPPA_CNMF', and 'MRNASEQ_CNMF'.

  • amp_8q24.22 cnv correlated to 'CN_CNMF',  'METHLYATION_CNMF',  'RPPA_CNMF',  'RPPA_CHIERARCHICAL',  'MRNASEQ_CNMF',  'MRNASEQ_CHIERARCHICAL',  'MIRSEQ_CNMF',  'MIRSEQ_CHIERARCHICAL',  'MIRSEQ_MATURE_CNMF', and 'MIRSEQ_MATURE_CHIERARCHICAL'.

  • amp_10p14 cnv correlated to 'CN_CNMF' and 'MRNASEQ_CHIERARCHICAL'.

  • amp_xp22.2 cnv correlated to 'CN_CNMF' and 'RPPA_CNMF'.

  • amp_xp11.4 cnv correlated to 'CN_CNMF',  'RPPA_CNMF', and 'MRNASEQ_CHIERARCHICAL'.

  • del_1p36.23 cnv correlated to 'MRNA_CNMF',  'MRNA_CHIERARCHICAL',  'CN_CNMF',  'RPPA_CNMF',  'RPPA_CHIERARCHICAL',  'MRNASEQ_CNMF',  'MRNASEQ_CHIERARCHICAL',  'MIRSEQ_CNMF',  'MIRSEQ_CHIERARCHICAL',  'MIRSEQ_MATURE_CNMF', and 'MIRSEQ_MATURE_CHIERARCHICAL'.

  • del_1p31.1 cnv correlated to 'CN_CNMF',  'RPPA_CNMF',  'RPPA_CHIERARCHICAL',  'MRNASEQ_CHIERARCHICAL',  'MIRSEQ_CNMF', and 'MIRSEQ_CHIERARCHICAL'.

  • del_1q43 cnv correlated to 'MRNASEQ_CHIERARCHICAL'.

  • del_2q37.3 cnv correlated to 'MRNA_CHIERARCHICAL',  'MRNASEQ_CNMF', and 'MRNASEQ_CHIERARCHICAL'.

  • del_3p25.3 cnv correlated to 'MRNA_CNMF',  'MRNA_CHIERARCHICAL',  'CN_CNMF',  'METHLYATION_CNMF',  'RPPA_CNMF',  'MRNASEQ_CNMF',  'MRNASEQ_CHIERARCHICAL',  'MIRSEQ_CNMF',  'MIRSEQ_CHIERARCHICAL',  'MIRSEQ_MATURE_CNMF', and 'MIRSEQ_MATURE_CHIERARCHICAL'.

  • del_3p12.3 cnv correlated to 'CN_CNMF',  'METHLYATION_CNMF',  'MRNASEQ_CNMF', and 'MRNASEQ_CHIERARCHICAL'.

  • del_3p11.2 cnv correlated to 'CN_CNMF' and 'MRNASEQ_CHIERARCHICAL'.

  • del_3q11.2 cnv correlated to 'CN_CNMF' and 'MRNASEQ_CHIERARCHICAL'.

  • del_4q34.3 cnv correlated to 'CN_CNMF',  'METHLYATION_CNMF',  'MRNASEQ_CNMF', and 'MRNASEQ_CHIERARCHICAL'.

  • del_6q26 cnv correlated to 'CN_CNMF',  'RPPA_CNMF',  'RPPA_CHIERARCHICAL',  'MRNASEQ_CNMF',  'MRNASEQ_CHIERARCHICAL',  'MIRSEQ_CNMF', and 'MIRSEQ_MATURE_CNMF'.

  • del_6q26 cnv correlated to 'CN_CNMF',  'RPPA_CNMF',  'RPPA_CHIERARCHICAL',  'MRNASEQ_CNMF',  'MRNASEQ_CHIERARCHICAL',  'MIRSEQ_CNMF', and 'MIRSEQ_MATURE_CNMF'.

  • del_8p23.2 cnv correlated to 'CN_CNMF',  'MRNASEQ_CNMF',  'MRNASEQ_CHIERARCHICAL', and 'MIRSEQ_CNMF'.

  • del_9p23 cnv correlated to 'CN_CNMF',  'METHLYATION_CNMF',  'RPPA_CNMF',  'RPPA_CHIERARCHICAL',  'MRNASEQ_CNMF',  'MRNASEQ_CHIERARCHICAL',  'MIRSEQ_CNMF',  'MIRSEQ_CHIERARCHICAL',  'MIRSEQ_MATURE_CNMF', and 'MIRSEQ_MATURE_CHIERARCHICAL'.

  • del_9p21.3 cnv correlated to 'CN_CNMF',  'METHLYATION_CNMF',  'RPPA_CNMF',  'RPPA_CHIERARCHICAL',  'MRNASEQ_CNMF',  'MRNASEQ_CHIERARCHICAL',  'MIRSEQ_CNMF',  'MIRSEQ_CHIERARCHICAL',  'MIRSEQ_MATURE_CNMF', and 'MIRSEQ_MATURE_CHIERARCHICAL'.

  • del_10q23.31 cnv correlated to 'CN_CNMF' and 'MRNASEQ_CHIERARCHICAL'.

  • del_13q13.3 cnv correlated to 'CN_CNMF',  'METHLYATION_CNMF',  'RPPA_CNMF',  'MRNASEQ_CNMF',  'MRNASEQ_CHIERARCHICAL',  'MIRSEQ_CNMF', and 'MIRSEQ_CHIERARCHICAL'.

  • del_14q31.1 cnv correlated to 'MRNA_CNMF',  'MRNA_CHIERARCHICAL',  'CN_CNMF',  'METHLYATION_CNMF',  'RPPA_CNMF',  'RPPA_CHIERARCHICAL',  'MRNASEQ_CNMF',  'MRNASEQ_CHIERARCHICAL',  'MIRSEQ_CNMF',  'MIRSEQ_CHIERARCHICAL', and 'MIRSEQ_MATURE_CNMF'.

Results
Overview of the results

Table 1.  Get Full Table Overview of the association between significant copy number variation of 29 focal events and 12 molecular subtypes. Shown in the table are P values (Q values). Thresholded by P value < 0.05 and Q value < 0.25, 139 significant findings detected.

Clinical
Features
MRNA
CNMF
MRNA
CHIERARCHICAL
CN
CNMF
METHLYATION
CNMF
RPPA
CNMF
RPPA
CHIERARCHICAL
MRNASEQ
CNMF
MRNASEQ
CHIERARCHICAL
MIRSEQ
CNMF
MIRSEQ
CHIERARCHICAL
MIRSEQ
MATURE
CNMF
MIRSEQ
MATURE
CHIERARCHICAL
nCNV (%) nWild-Type Fisher's exact test Fisher's exact test Fisher's exact test Fisher's exact test Fisher's exact test Fisher's exact test Fisher's exact test Fisher's exact test Fisher's exact test Fisher's exact test Fisher's exact test Fisher's exact test
del 1p36 23 103 (20%) 424 0.00015
(0.0363)
0.0009
(0.194)
1e-05
(0.00348)
0.0783
(1.00)
3e-05
(0.00786)
8e-05
(0.0198)
4e-05
(0.0104)
1e-05
(0.00348)
1e-05
(0.00348)
2e-05
(0.00546)
0.00056
(0.124)
0.00013
(0.0316)
del 3p25 3 462 (88%) 65 1e-05
(0.00348)
1e-05
(0.00348)
1e-05
(0.00348)
1e-05
(0.00348)
4e-05
(0.0104)
0.0222
(1.00)
1e-05
(0.00348)
1e-05
(0.00348)
2e-05
(0.00546)
3e-05
(0.00786)
0.00093
(0.2)
1e-05
(0.00348)
del 14q31 1 228 (43%) 299 8e-05
(0.0198)
0.00041
(0.0922)
1e-05
(0.00348)
1e-05
(0.00348)
1e-05
(0.00348)
4e-05
(0.0104)
1e-05
(0.00348)
1e-05
(0.00348)
1e-05
(0.00348)
1e-05
(0.00348)
2e-05
(0.00546)
0.00365
(0.712)
amp 8q24 22 79 (15%) 448 0.225
(1.00)
0.104
(1.00)
1e-05
(0.00348)
2e-05
(0.00546)
1e-05
(0.00348)
0.00065
(0.143)
1e-05
(0.00348)
1e-05
(0.00348)
1e-05
(0.00348)
1e-05
(0.00348)
1e-05
(0.00348)
6e-05
(0.0151)
del 9p23 152 (29%) 375 0.0037
(0.714)
0.0358
(1.00)
1e-05
(0.00348)
1e-05
(0.00348)
1e-05
(0.00348)
0.00018
(0.0425)
1e-05
(0.00348)
1e-05
(0.00348)
1e-05
(0.00348)
1e-05
(0.00348)
1e-05
(0.00348)
3e-05
(0.00786)
del 9p21 3 159 (30%) 368 0.00122
(0.255)
0.0163
(1.00)
1e-05
(0.00348)
1e-05
(0.00348)
1e-05
(0.00348)
4e-05
(0.0104)
1e-05
(0.00348)
1e-05
(0.00348)
1e-05
(0.00348)
1e-05
(0.00348)
1e-05
(0.00348)
1e-05
(0.00348)
amp 3q26 32 87 (17%) 440 0.0576
(1.00)
0.121
(1.00)
1e-05
(0.00348)
2e-05
(0.00546)
0.00294
(0.579)
1e-05
(0.00348)
1e-05
(0.00348)
1e-05
(0.00348)
1e-05
(0.00348)
0.00021
(0.0489)
0.00131
(0.271)
0.0432
(1.00)
del 6q26 151 (29%) 376 0.0149
(1.00)
0.098
(1.00)
1e-05
(0.00348)
0.0133
(1.00)
2e-05
(0.00546)
0.00033
(0.0752)
0.00044
(0.0986)
0.00113
(0.237)
1e-05
(0.00348)
0.00548
(0.986)
0.00017
(0.0405)
0.0838
(1.00)
del 6q26 151 (29%) 376 0.0151
(1.00)
0.099
(1.00)
1e-05
(0.00348)
0.0124
(1.00)
1e-05
(0.00348)
0.0003
(0.0687)
0.00018
(0.0425)
0.00077
(0.167)
1e-05
(0.00348)
0.00515
(0.932)
1e-05
(0.00348)
0.0849
(1.00)
del 13q13 3 81 (15%) 446 0.0143
(1.00)
0.0847
(1.00)
1e-05
(0.00348)
0.00021
(0.0489)
1e-05
(0.00348)
0.00361
(0.708)
2e-05
(0.00546)
1e-05
(0.00348)
1e-05
(0.00348)
1e-05
(0.00348)
0.0535
(1.00)
0.00138
(0.284)
del 1p31 1 77 (15%) 450 0.00168
(0.341)
0.00674
(1.00)
1e-05
(0.00348)
0.102
(1.00)
0.0001
(0.0245)
0.00108
(0.23)
0.00944
(1.00)
8e-05
(0.0198)
1e-05
(0.00348)
0.00016
(0.0386)
0.0112
(1.00)
0.00504
(0.917)
amp 1q32 1 62 (12%) 465 0.41
(1.00)
0.899
(1.00)
1e-05
(0.00348)
0.0381
(1.00)
0.161
(1.00)
0.146
(1.00)
1e-05
(0.00348)
0.00556
(0.995)
4e-05
(0.0104)
0.28
(1.00)
0.00038
(0.0859)
0.304
(1.00)
del 3p12 3 334 (63%) 193 0.00384
(0.726)
0.0187
(1.00)
1e-05
(0.00348)
0.0002
(0.0468)
0.494
(1.00)
0.498
(1.00)
6e-05
(0.0151)
1e-05
(0.00348)
0.095
(1.00)
0.258
(1.00)
0.0347
(1.00)
0.157
(1.00)
del 4q34 3 78 (15%) 449 0.24
(1.00)
0.495
(1.00)
1e-05
(0.00348)
1e-05
(0.00348)
0.0109
(1.00)
0.0427
(1.00)
0.00026
(0.0598)
2e-05
(0.00546)
0.339
(1.00)
0.00196
(0.392)
0.0175
(1.00)
0.0157
(1.00)
del 8p23 2 154 (29%) 373 0.503
(1.00)
0.247
(1.00)
1e-05
(0.00348)
0.0402
(1.00)
0.00715
(1.00)
0.0417
(1.00)
0.0011
(0.232)
1e-05
(0.00348)
0.00057
(0.126)
0.00122
(0.255)
0.0581
(1.00)
0.0125
(1.00)
amp 1q24 1 62 (12%) 465 0.258
(1.00)
0.788
(1.00)
1e-05
(0.00348)
0.135
(1.00)
0.289
(1.00)
0.335
(1.00)
5e-05
(0.0127)
0.00406
(0.763)
1e-05
(0.00348)
0.245
(1.00)
0.00246
(0.49)
0.223
(1.00)
amp 7q36 3 176 (33%) 351 0.454
(1.00)
0.859
(1.00)
1e-05
(0.00348)
0.00614
(1.00)
0.00016
(0.0386)
0.00959
(1.00)
2e-05
(0.00546)
0.00371
(0.714)
0.00251
(0.497)
0.0283
(1.00)
0.0337
(1.00)
0.0452
(1.00)
amp xp11 4 33 (6%) 494 0.845
(1.00)
0.797
(1.00)
0.00016
(0.0386)
0.113
(1.00)
0.00075
(0.163)
0.00365
(0.712)
0.0294
(1.00)
0.00045
(0.1)
0.0321
(1.00)
0.34
(1.00)
0.06
(1.00)
0.105
(1.00)
del 2q37 3 50 (9%) 477 0.00169
(0.341)
0.00033
(0.0752)
0.863
(1.00)
0.66
(1.00)
0.14
(1.00)
0.431
(1.00)
6e-05
(0.0151)
1e-05
(0.00348)
0.0357
(1.00)
0.011
(1.00)
0.143
(1.00)
0.00441
(0.814)
amp 5q35 1 332 (63%) 195 0.0631
(1.00)
0.0491
(1.00)
0.00017
(0.0405)
0.402
(1.00)
0.0085
(1.00)
0.00431
(0.806)
0.0014
(0.287)
0.00023
(0.0531)
0.195
(1.00)
0.0935
(1.00)
0.736
(1.00)
0.0238
(1.00)
amp 10p14 20 (4%) 507 0.188
(1.00)
0.774
(1.00)
2e-05
(0.00546)
0.178
(1.00)
0.742
(1.00)
0.367
(1.00)
0.00174
(0.35)
5e-05
(0.0127)
0.0795
(1.00)
0.031
(1.00)
0.828
(1.00)
0.00803
(1.00)
amp xp22 2 31 (6%) 496 1
(1.00)
0.525
(1.00)
0.00073
(0.16)
0.236
(1.00)
0.00109
(0.231)
0.0316
(1.00)
0.0538
(1.00)
0.0073
(1.00)
0.05
(1.00)
0.233
(1.00)
0.117
(1.00)
0.156
(1.00)
del 3p11 2 246 (47%) 281 0.169
(1.00)
0.156
(1.00)
1e-05
(0.00348)
0.11
(1.00)
0.788
(1.00)
0.338
(1.00)
0.119
(1.00)
1e-05
(0.00348)
0.833
(1.00)
0.677
(1.00)
0.0767
(1.00)
0.985
(1.00)
del 3q11 2 161 (31%) 366 0.181
(1.00)
0.167
(1.00)
1e-05
(0.00348)
0.0488
(1.00)
0.867
(1.00)
0.485
(1.00)
0.607
(1.00)
7e-05
(0.0174)
0.821
(1.00)
0.732
(1.00)
0.358
(1.00)
0.736
(1.00)
del 10q23 31 96 (18%) 431 0.441
(1.00)
0.542
(1.00)
1e-05
(0.00348)
0.00142
(0.29)
0.979
(1.00)
0.00382
(0.726)
0.0521
(1.00)
0.00011
(0.0268)
0.0183
(1.00)
0.00371
(0.714)
0.22
(1.00)
0.0323
(1.00)
amp 4q32 1 16 (3%) 511 0.19
(1.00)
0.777
(1.00)
0.403
(1.00)
0.704
(1.00)
0.654
(1.00)
0.169
(1.00)
0.0181
(1.00)
0.0238
(1.00)
0.00106
(0.227)
0.477
(1.00)
0.212
(1.00)
0.219
(1.00)
del 1q43 42 (8%) 485 0.0108
(1.00)
0.0111
(1.00)
0.00437
(0.813)
0.369
(1.00)
0.00585
(1.00)
0.0498
(1.00)
0.00448
(0.82)
2e-05
(0.00546)
0.0605
(1.00)
0.0044
(0.814)
0.955
(1.00)
0.245
(1.00)
amp xq11 2 29 (6%) 498 0.17
(1.00)
0.16
(1.00)
0.0181
(1.00)
0.253
(1.00)
0.0838
(1.00)
0.072
(1.00)
0.186
(1.00)
0.309
(1.00)
0.101
(1.00)
0.462
(1.00)
0.211
(1.00)
0.243
(1.00)
amp xq28 37 (7%) 490 0.486
(1.00)
0.704
(1.00)
0.0657
(1.00)
0.641
(1.00)
0.0369
(1.00)
0.229
(1.00)
0.111
(1.00)
0.0777
(1.00)
0.106
(1.00)
0.326
(1.00)
0.106
(1.00)
0.457
(1.00)
'amp_1q24.1' versus 'CN_CNMF'

P value = 1e-05 (Fisher's exact test), Q value = 0.0035

Table S1.  Gene #1: 'amp_1q24.1' versus Molecular Subtype #3: 'CN_CNMF'

nPatients CLUS_1 CLUS_2 CLUS_3
ALL 212 152 163
AMP PEAK 1(1Q24.1) MUTATED 9 5 48
AMP PEAK 1(1Q24.1) WILD-TYPE 203 147 115

Figure S1.  Get High-res Image Gene #1: 'amp_1q24.1' versus Molecular Subtype #3: 'CN_CNMF'

'amp_1q24.1' versus 'MRNASEQ_CNMF'

P value = 5e-05 (Fisher's exact test), Q value = 0.013

Table S2.  Gene #1: 'amp_1q24.1' versus Molecular Subtype #7: 'MRNASEQ_CNMF'

nPatients CLUS_1 CLUS_2 CLUS_3
ALL 215 108 187
AMP PEAK 1(1Q24.1) MUTATED 19 4 37
AMP PEAK 1(1Q24.1) WILD-TYPE 196 104 150

Figure S2.  Get High-res Image Gene #1: 'amp_1q24.1' versus Molecular Subtype #7: 'MRNASEQ_CNMF'

'amp_1q24.1' versus 'MIRSEQ_CNMF'

P value = 1e-05 (Fisher's exact test), Q value = 0.0035

Table S3.  Gene #1: 'amp_1q24.1' versus Molecular Subtype #9: 'MIRSEQ_CNMF'

nPatients CLUS_1 CLUS_2 CLUS_3
ALL 122 206 172
AMP PEAK 1(1Q24.1) MUTATED 4 21 35
AMP PEAK 1(1Q24.1) WILD-TYPE 118 185 137

Figure S3.  Get High-res Image Gene #1: 'amp_1q24.1' versus Molecular Subtype #9: 'MIRSEQ_CNMF'

'amp_1q32.1' versus 'CN_CNMF'

P value = 1e-05 (Fisher's exact test), Q value = 0.0035

Table S4.  Gene #2: 'amp_1q32.1' versus Molecular Subtype #3: 'CN_CNMF'

nPatients CLUS_1 CLUS_2 CLUS_3
ALL 212 152 163
AMP PEAK 2(1Q32.1) MUTATED 7 4 51
AMP PEAK 2(1Q32.1) WILD-TYPE 205 148 112

Figure S4.  Get High-res Image Gene #2: 'amp_1q32.1' versus Molecular Subtype #3: 'CN_CNMF'

'amp_1q32.1' versus 'MRNASEQ_CNMF'

P value = 1e-05 (Fisher's exact test), Q value = 0.0035

Table S5.  Gene #2: 'amp_1q32.1' versus Molecular Subtype #7: 'MRNASEQ_CNMF'

nPatients CLUS_1 CLUS_2 CLUS_3
ALL 215 108 187
AMP PEAK 2(1Q32.1) MUTATED 19 3 38
AMP PEAK 2(1Q32.1) WILD-TYPE 196 105 149

Figure S5.  Get High-res Image Gene #2: 'amp_1q32.1' versus Molecular Subtype #7: 'MRNASEQ_CNMF'

'amp_1q32.1' versus 'MIRSEQ_CNMF'

P value = 4e-05 (Fisher's exact test), Q value = 0.01

Table S6.  Gene #2: 'amp_1q32.1' versus Molecular Subtype #9: 'MIRSEQ_CNMF'

nPatients CLUS_1 CLUS_2 CLUS_3
ALL 122 206 172
AMP PEAK 2(1Q32.1) MUTATED 4 20 36
AMP PEAK 2(1Q32.1) WILD-TYPE 118 186 136

Figure S6.  Get High-res Image Gene #2: 'amp_1q32.1' versus Molecular Subtype #9: 'MIRSEQ_CNMF'

'amp_1q32.1' versus 'MIRSEQ_MATURE_CNMF'

P value = 0.00038 (Fisher's exact test), Q value = 0.086

Table S7.  Gene #2: 'amp_1q32.1' versus Molecular Subtype #11: 'MIRSEQ_MATURE_CNMF'

nPatients CLUS_1 CLUS_2 CLUS_3
ALL 57 94 89
AMP PEAK 2(1Q32.1) MUTATED 2 6 20
AMP PEAK 2(1Q32.1) WILD-TYPE 55 88 69

Figure S7.  Get High-res Image Gene #2: 'amp_1q32.1' versus Molecular Subtype #11: 'MIRSEQ_MATURE_CNMF'

'amp_3q26.32' versus 'CN_CNMF'

P value = 1e-05 (Fisher's exact test), Q value = 0.0035

Table S8.  Gene #3: 'amp_3q26.32' versus Molecular Subtype #3: 'CN_CNMF'

nPatients CLUS_1 CLUS_2 CLUS_3
ALL 212 152 163
AMP PEAK 3(3Q26.32) MUTATED 9 24 54
AMP PEAK 3(3Q26.32) WILD-TYPE 203 128 109

Figure S8.  Get High-res Image Gene #3: 'amp_3q26.32' versus Molecular Subtype #3: 'CN_CNMF'

'amp_3q26.32' versus 'METHLYATION_CNMF'

P value = 2e-05 (Fisher's exact test), Q value = 0.0055

Table S9.  Gene #3: 'amp_3q26.32' versus Molecular Subtype #4: 'METHLYATION_CNMF'

nPatients CLUS_1 CLUS_2 CLUS_3
ALL 128 75 110
AMP PEAK 3(3Q26.32) MUTATED 7 14 30
AMP PEAK 3(3Q26.32) WILD-TYPE 121 61 80

Figure S9.  Get High-res Image Gene #3: 'amp_3q26.32' versus Molecular Subtype #4: 'METHLYATION_CNMF'

'amp_3q26.32' versus 'RPPA_CHIERARCHICAL'

P value = 1e-05 (Fisher's exact test), Q value = 0.0035

Table S10.  Gene #3: 'amp_3q26.32' versus Molecular Subtype #6: 'RPPA_CHIERARCHICAL'

nPatients CLUS_1 CLUS_2 CLUS_3
ALL 95 198 154
AMP PEAK 3(3Q26.32) MUTATED 12 20 46
AMP PEAK 3(3Q26.32) WILD-TYPE 83 178 108

Figure S10.  Get High-res Image Gene #3: 'amp_3q26.32' versus Molecular Subtype #6: 'RPPA_CHIERARCHICAL'

'amp_3q26.32' versus 'MRNASEQ_CNMF'

P value = 1e-05 (Fisher's exact test), Q value = 0.0035

Table S11.  Gene #3: 'amp_3q26.32' versus Molecular Subtype #7: 'MRNASEQ_CNMF'

nPatients CLUS_1 CLUS_2 CLUS_3
ALL 215 108 187
AMP PEAK 3(3Q26.32) MUTATED 19 14 54
AMP PEAK 3(3Q26.32) WILD-TYPE 196 94 133

Figure S11.  Get High-res Image Gene #3: 'amp_3q26.32' versus Molecular Subtype #7: 'MRNASEQ_CNMF'

'amp_3q26.32' versus 'MRNASEQ_CHIERARCHICAL'

P value = 1e-05 (Fisher's exact test), Q value = 0.0035

Table S12.  Gene #3: 'amp_3q26.32' versus Molecular Subtype #8: 'MRNASEQ_CHIERARCHICAL'

nPatients CLUS_1 CLUS_2 CLUS_3 CLUS_4 CLUS_5 CLUS_6
ALL 120 176 126 28 32 28
AMP PEAK 3(3Q26.32) MUTATED 14 15 42 3 8 5
AMP PEAK 3(3Q26.32) WILD-TYPE 106 161 84 25 24 23

Figure S12.  Get High-res Image Gene #3: 'amp_3q26.32' versus Molecular Subtype #8: 'MRNASEQ_CHIERARCHICAL'

'amp_3q26.32' versus 'MIRSEQ_CNMF'

P value = 1e-05 (Fisher's exact test), Q value = 0.0035

Table S13.  Gene #3: 'amp_3q26.32' versus Molecular Subtype #9: 'MIRSEQ_CNMF'

nPatients CLUS_1 CLUS_2 CLUS_3
ALL 122 206 172
AMP PEAK 3(3Q26.32) MUTATED 13 16 55
AMP PEAK 3(3Q26.32) WILD-TYPE 109 190 117

Figure S13.  Get High-res Image Gene #3: 'amp_3q26.32' versus Molecular Subtype #9: 'MIRSEQ_CNMF'

'amp_3q26.32' versus 'MIRSEQ_CHIERARCHICAL'

P value = 0.00021 (Fisher's exact test), Q value = 0.049

Table S14.  Gene #3: 'amp_3q26.32' versus Molecular Subtype #10: 'MIRSEQ_CHIERARCHICAL'

nPatients CLUS_1 CLUS_2 CLUS_3
ALL 159 238 103
AMP PEAK 3(3Q26.32) MUTATED 35 23 26
AMP PEAK 3(3Q26.32) WILD-TYPE 124 215 77

Figure S14.  Get High-res Image Gene #3: 'amp_3q26.32' versus Molecular Subtype #10: 'MIRSEQ_CHIERARCHICAL'

'amp_4q32.1' versus 'MIRSEQ_CNMF'

P value = 0.00106 (Fisher's exact test), Q value = 0.23

Table S15.  Gene #4: 'amp_4q32.1' versus Molecular Subtype #9: 'MIRSEQ_CNMF'

nPatients CLUS_1 CLUS_2 CLUS_3
ALL 122 206 172
AMP PEAK 4(4Q32.1) MUTATED 3 1 12
AMP PEAK 4(4Q32.1) WILD-TYPE 119 205 160

Figure S15.  Get High-res Image Gene #4: 'amp_4q32.1' versus Molecular Subtype #9: 'MIRSEQ_CNMF'

'amp_5q35.1' versus 'CN_CNMF'

P value = 0.00017 (Fisher's exact test), Q value = 0.04

Table S16.  Gene #5: 'amp_5q35.1' versus Molecular Subtype #3: 'CN_CNMF'

nPatients CLUS_1 CLUS_2 CLUS_3
ALL 212 152 163
AMP PEAK 5(5Q35.1) MUTATED 145 74 113
AMP PEAK 5(5Q35.1) WILD-TYPE 67 78 50

Figure S16.  Get High-res Image Gene #5: 'amp_5q35.1' versus Molecular Subtype #3: 'CN_CNMF'

'amp_5q35.1' versus 'MRNASEQ_CHIERARCHICAL'

P value = 0.00023 (Fisher's exact test), Q value = 0.053

Table S17.  Gene #5: 'amp_5q35.1' versus Molecular Subtype #8: 'MRNASEQ_CHIERARCHICAL'

nPatients CLUS_1 CLUS_2 CLUS_3 CLUS_4 CLUS_5 CLUS_6
ALL 120 176 126 28 32 28
AMP PEAK 5(5Q35.1) MUTATED 83 118 79 14 25 7
AMP PEAK 5(5Q35.1) WILD-TYPE 37 58 47 14 7 21

Figure S17.  Get High-res Image Gene #5: 'amp_5q35.1' versus Molecular Subtype #8: 'MRNASEQ_CHIERARCHICAL'

'amp_7q36.3' versus 'CN_CNMF'

P value = 1e-05 (Fisher's exact test), Q value = 0.0035

Table S18.  Gene #6: 'amp_7q36.3' versus Molecular Subtype #3: 'CN_CNMF'

nPatients CLUS_1 CLUS_2 CLUS_3
ALL 212 152 163
AMP PEAK 6(7Q36.3) MUTATED 30 57 89
AMP PEAK 6(7Q36.3) WILD-TYPE 182 95 74

Figure S18.  Get High-res Image Gene #6: 'amp_7q36.3' versus Molecular Subtype #3: 'CN_CNMF'

'amp_7q36.3' versus 'RPPA_CNMF'

P value = 0.00016 (Fisher's exact test), Q value = 0.039

Table S19.  Gene #6: 'amp_7q36.3' versus Molecular Subtype #5: 'RPPA_CNMF'

nPatients CLUS_1 CLUS_2 CLUS_3 CLUS_4 CLUS_5 CLUS_6
ALL 100 88 84 75 43 57
AMP PEAK 6(7Q36.3) MUTATED 22 23 34 33 10 30
AMP PEAK 6(7Q36.3) WILD-TYPE 78 65 50 42 33 27

Figure S19.  Get High-res Image Gene #6: 'amp_7q36.3' versus Molecular Subtype #5: 'RPPA_CNMF'

'amp_7q36.3' versus 'MRNASEQ_CNMF'

P value = 2e-05 (Fisher's exact test), Q value = 0.0055

Table S20.  Gene #6: 'amp_7q36.3' versus Molecular Subtype #7: 'MRNASEQ_CNMF'

nPatients CLUS_1 CLUS_2 CLUS_3
ALL 215 108 187
AMP PEAK 6(7Q36.3) MUTATED 52 34 85
AMP PEAK 6(7Q36.3) WILD-TYPE 163 74 102

Figure S20.  Get High-res Image Gene #6: 'amp_7q36.3' versus Molecular Subtype #7: 'MRNASEQ_CNMF'

'amp_8q24.22' versus 'CN_CNMF'

P value = 1e-05 (Fisher's exact test), Q value = 0.0035

Table S21.  Gene #7: 'amp_8q24.22' versus Molecular Subtype #3: 'CN_CNMF'

nPatients CLUS_1 CLUS_2 CLUS_3
ALL 212 152 163
AMP PEAK 7(8Q24.22) MUTATED 5 15 59
AMP PEAK 7(8Q24.22) WILD-TYPE 207 137 104

Figure S21.  Get High-res Image Gene #7: 'amp_8q24.22' versus Molecular Subtype #3: 'CN_CNMF'

'amp_8q24.22' versus 'METHLYATION_CNMF'

P value = 2e-05 (Fisher's exact test), Q value = 0.0055

Table S22.  Gene #7: 'amp_8q24.22' versus Molecular Subtype #4: 'METHLYATION_CNMF'

nPatients CLUS_1 CLUS_2 CLUS_3
ALL 128 75 110
AMP PEAK 7(8Q24.22) MUTATED 6 14 33
AMP PEAK 7(8Q24.22) WILD-TYPE 122 61 77

Figure S22.  Get High-res Image Gene #7: 'amp_8q24.22' versus Molecular Subtype #4: 'METHLYATION_CNMF'

'amp_8q24.22' versus 'RPPA_CNMF'

P value = 1e-05 (Fisher's exact test), Q value = 0.0035

Table S23.  Gene #7: 'amp_8q24.22' versus Molecular Subtype #5: 'RPPA_CNMF'

nPatients CLUS_1 CLUS_2 CLUS_3 CLUS_4 CLUS_5 CLUS_6
ALL 100 88 84 75 43 57
AMP PEAK 7(8Q24.22) MUTATED 6 14 16 12 1 22
AMP PEAK 7(8Q24.22) WILD-TYPE 94 74 68 63 42 35

Figure S23.  Get High-res Image Gene #7: 'amp_8q24.22' versus Molecular Subtype #5: 'RPPA_CNMF'

'amp_8q24.22' versus 'RPPA_CHIERARCHICAL'

P value = 0.00065 (Fisher's exact test), Q value = 0.14

Table S24.  Gene #7: 'amp_8q24.22' versus Molecular Subtype #6: 'RPPA_CHIERARCHICAL'

nPatients CLUS_1 CLUS_2 CLUS_3
ALL 95 198 154
AMP PEAK 7(8Q24.22) MUTATED 11 21 39
AMP PEAK 7(8Q24.22) WILD-TYPE 84 177 115

Figure S24.  Get High-res Image Gene #7: 'amp_8q24.22' versus Molecular Subtype #6: 'RPPA_CHIERARCHICAL'

'amp_8q24.22' versus 'MRNASEQ_CNMF'

P value = 1e-05 (Fisher's exact test), Q value = 0.0035

Table S25.  Gene #7: 'amp_8q24.22' versus Molecular Subtype #7: 'MRNASEQ_CNMF'

nPatients CLUS_1 CLUS_2 CLUS_3
ALL 215 108 187
AMP PEAK 7(8Q24.22) MUTATED 9 10 59
AMP PEAK 7(8Q24.22) WILD-TYPE 206 98 128

Figure S25.  Get High-res Image Gene #7: 'amp_8q24.22' versus Molecular Subtype #7: 'MRNASEQ_CNMF'

'amp_8q24.22' versus 'MRNASEQ_CHIERARCHICAL'

P value = 1e-05 (Fisher's exact test), Q value = 0.0035

Table S26.  Gene #7: 'amp_8q24.22' versus Molecular Subtype #8: 'MRNASEQ_CHIERARCHICAL'

nPatients CLUS_1 CLUS_2 CLUS_3 CLUS_4 CLUS_5 CLUS_6
ALL 120 176 126 28 32 28
AMP PEAK 7(8Q24.22) MUTATED 10 9 53 2 3 1
AMP PEAK 7(8Q24.22) WILD-TYPE 110 167 73 26 29 27

Figure S26.  Get High-res Image Gene #7: 'amp_8q24.22' versus Molecular Subtype #8: 'MRNASEQ_CHIERARCHICAL'

'amp_8q24.22' versus 'MIRSEQ_CNMF'

P value = 1e-05 (Fisher's exact test), Q value = 0.0035

Table S27.  Gene #7: 'amp_8q24.22' versus Molecular Subtype #9: 'MIRSEQ_CNMF'

nPatients CLUS_1 CLUS_2 CLUS_3
ALL 122 206 172
AMP PEAK 7(8Q24.22) MUTATED 13 13 51
AMP PEAK 7(8Q24.22) WILD-TYPE 109 193 121

Figure S27.  Get High-res Image Gene #7: 'amp_8q24.22' versus Molecular Subtype #9: 'MIRSEQ_CNMF'

'amp_8q24.22' versus 'MIRSEQ_CHIERARCHICAL'

P value = 1e-05 (Fisher's exact test), Q value = 0.0035

Table S28.  Gene #7: 'amp_8q24.22' versus Molecular Subtype #10: 'MIRSEQ_CHIERARCHICAL'

nPatients CLUS_1 CLUS_2 CLUS_3
ALL 159 238 103
AMP PEAK 7(8Q24.22) MUTATED 40 17 20
AMP PEAK 7(8Q24.22) WILD-TYPE 119 221 83

Figure S28.  Get High-res Image Gene #7: 'amp_8q24.22' versus Molecular Subtype #10: 'MIRSEQ_CHIERARCHICAL'

'amp_8q24.22' versus 'MIRSEQ_MATURE_CNMF'

P value = 1e-05 (Fisher's exact test), Q value = 0.0035

Table S29.  Gene #7: 'amp_8q24.22' versus Molecular Subtype #11: 'MIRSEQ_MATURE_CNMF'

nPatients CLUS_1 CLUS_2 CLUS_3
ALL 57 94 89
AMP PEAK 7(8Q24.22) MUTATED 4 4 27
AMP PEAK 7(8Q24.22) WILD-TYPE 53 90 62

Figure S29.  Get High-res Image Gene #7: 'amp_8q24.22' versus Molecular Subtype #11: 'MIRSEQ_MATURE_CNMF'

'amp_8q24.22' versus 'MIRSEQ_MATURE_CHIERARCHICAL'

P value = 6e-05 (Fisher's exact test), Q value = 0.015

Table S30.  Gene #7: 'amp_8q24.22' versus Molecular Subtype #12: 'MIRSEQ_MATURE_CHIERARCHICAL'

nPatients CLUS_1 CLUS_2 CLUS_3
ALL 93 100 47
AMP PEAK 7(8Q24.22) MUTATED 23 4 8
AMP PEAK 7(8Q24.22) WILD-TYPE 70 96 39

Figure S30.  Get High-res Image Gene #7: 'amp_8q24.22' versus Molecular Subtype #12: 'MIRSEQ_MATURE_CHIERARCHICAL'

'amp_10p14' versus 'CN_CNMF'

P value = 2e-05 (Fisher's exact test), Q value = 0.0055

Table S31.  Gene #8: 'amp_10p14' versus Molecular Subtype #3: 'CN_CNMF'

nPatients CLUS_1 CLUS_2 CLUS_3
ALL 212 152 163
AMP PEAK 8(10P14) MUTATED 0 6 14
AMP PEAK 8(10P14) WILD-TYPE 212 146 149

Figure S31.  Get High-res Image Gene #8: 'amp_10p14' versus Molecular Subtype #3: 'CN_CNMF'

'amp_10p14' versus 'MRNASEQ_CHIERARCHICAL'

P value = 5e-05 (Fisher's exact test), Q value = 0.013

Table S32.  Gene #8: 'amp_10p14' versus Molecular Subtype #8: 'MRNASEQ_CHIERARCHICAL'

nPatients CLUS_1 CLUS_2 CLUS_3 CLUS_4 CLUS_5 CLUS_6
ALL 120 176 126 28 32 28
AMP PEAK 8(10P14) MUTATED 3 0 13 1 2 1
AMP PEAK 8(10P14) WILD-TYPE 117 176 113 27 30 27

Figure S32.  Get High-res Image Gene #8: 'amp_10p14' versus Molecular Subtype #8: 'MRNASEQ_CHIERARCHICAL'

'amp_xp22.2' versus 'CN_CNMF'

P value = 0.00073 (Fisher's exact test), Q value = 0.16

Table S33.  Gene #9: 'amp_xp22.2' versus Molecular Subtype #3: 'CN_CNMF'

nPatients CLUS_1 CLUS_2 CLUS_3
ALL 212 152 163
AMP PEAK 9(XP22.2) MUTATED 4 9 18
AMP PEAK 9(XP22.2) WILD-TYPE 208 143 145

Figure S33.  Get High-res Image Gene #9: 'amp_xp22.2' versus Molecular Subtype #3: 'CN_CNMF'

'amp_xp22.2' versus 'RPPA_CNMF'

P value = 0.00109 (Fisher's exact test), Q value = 0.23

Table S34.  Gene #9: 'amp_xp22.2' versus Molecular Subtype #5: 'RPPA_CNMF'

nPatients CLUS_1 CLUS_2 CLUS_3 CLUS_4 CLUS_5 CLUS_6
ALL 100 88 84 75 43 57
AMP PEAK 9(XP22.2) MUTATED 0 3 7 10 1 4
AMP PEAK 9(XP22.2) WILD-TYPE 100 85 77 65 42 53

Figure S34.  Get High-res Image Gene #9: 'amp_xp22.2' versus Molecular Subtype #5: 'RPPA_CNMF'

'amp_xp11.4' versus 'CN_CNMF'

P value = 0.00016 (Fisher's exact test), Q value = 0.039

Table S35.  Gene #10: 'amp_xp11.4' versus Molecular Subtype #3: 'CN_CNMF'

nPatients CLUS_1 CLUS_2 CLUS_3
ALL 212 152 163
AMP PEAK 10(XP11.4) MUTATED 4 9 20
AMP PEAK 10(XP11.4) WILD-TYPE 208 143 143

Figure S35.  Get High-res Image Gene #10: 'amp_xp11.4' versus Molecular Subtype #3: 'CN_CNMF'

'amp_xp11.4' versus 'RPPA_CNMF'

P value = 0.00075 (Fisher's exact test), Q value = 0.16

Table S36.  Gene #10: 'amp_xp11.4' versus Molecular Subtype #5: 'RPPA_CNMF'

nPatients CLUS_1 CLUS_2 CLUS_3 CLUS_4 CLUS_5 CLUS_6
ALL 100 88 84 75 43 57
AMP PEAK 10(XP11.4) MUTATED 0 5 5 10 0 5
AMP PEAK 10(XP11.4) WILD-TYPE 100 83 79 65 43 52

Figure S36.  Get High-res Image Gene #10: 'amp_xp11.4' versus Molecular Subtype #5: 'RPPA_CNMF'

'amp_xp11.4' versus 'MRNASEQ_CHIERARCHICAL'

P value = 0.00045 (Fisher's exact test), Q value = 0.1

Table S37.  Gene #10: 'amp_xp11.4' versus Molecular Subtype #8: 'MRNASEQ_CHIERARCHICAL'

nPatients CLUS_1 CLUS_2 CLUS_3 CLUS_4 CLUS_5 CLUS_6
ALL 120 176 126 28 32 28
AMP PEAK 10(XP11.4) MUTATED 2 7 19 3 1 1
AMP PEAK 10(XP11.4) WILD-TYPE 118 169 107 25 31 27

Figure S37.  Get High-res Image Gene #10: 'amp_xp11.4' versus Molecular Subtype #8: 'MRNASEQ_CHIERARCHICAL'

'del_1p36.23' versus 'MRNA_CNMF'

P value = 0.00015 (Fisher's exact test), Q value = 0.036

Table S38.  Gene #13: 'del_1p36.23' versus Molecular Subtype #1: 'MRNA_CNMF'

nPatients CLUS_1 CLUS_2 CLUS_3
ALL 33 24 13
DEL PEAK 1(1P36.23) MUTATED 2 8 8
DEL PEAK 1(1P36.23) WILD-TYPE 31 16 5

Figure S38.  Get High-res Image Gene #13: 'del_1p36.23' versus Molecular Subtype #1: 'MRNA_CNMF'

'del_1p36.23' versus 'MRNA_CHIERARCHICAL'

P value = 9e-04 (Fisher's exact test), Q value = 0.19

Table S39.  Gene #13: 'del_1p36.23' versus Molecular Subtype #2: 'MRNA_CHIERARCHICAL'

nPatients CLUS_1 CLUS_2 CLUS_3 CLUS_4 CLUS_5 CLUS_6 CLUS_7
ALL 11 12 4 11 13 9 10
DEL PEAK 1(1P36.23) MUTATED 0 2 2 5 1 1 7
DEL PEAK 1(1P36.23) WILD-TYPE 11 10 2 6 12 8 3

Figure S39.  Get High-res Image Gene #13: 'del_1p36.23' versus Molecular Subtype #2: 'MRNA_CHIERARCHICAL'

'del_1p36.23' versus 'CN_CNMF'

P value = 1e-05 (Fisher's exact test), Q value = 0.0035

Table S40.  Gene #13: 'del_1p36.23' versus Molecular Subtype #3: 'CN_CNMF'

nPatients CLUS_1 CLUS_2 CLUS_3
ALL 212 152 163
DEL PEAK 1(1P36.23) MUTATED 18 33 52
DEL PEAK 1(1P36.23) WILD-TYPE 194 119 111

Figure S40.  Get High-res Image Gene #13: 'del_1p36.23' versus Molecular Subtype #3: 'CN_CNMF'

'del_1p36.23' versus 'RPPA_CNMF'

P value = 3e-05 (Fisher's exact test), Q value = 0.0079

Table S41.  Gene #13: 'del_1p36.23' versus Molecular Subtype #5: 'RPPA_CNMF'

nPatients CLUS_1 CLUS_2 CLUS_3 CLUS_4 CLUS_5 CLUS_6
ALL 100 88 84 75 43 57
DEL PEAK 1(1P36.23) MUTATED 9 10 23 24 5 18
DEL PEAK 1(1P36.23) WILD-TYPE 91 78 61 51 38 39

Figure S41.  Get High-res Image Gene #13: 'del_1p36.23' versus Molecular Subtype #5: 'RPPA_CNMF'

'del_1p36.23' versus 'RPPA_CHIERARCHICAL'

P value = 8e-05 (Fisher's exact test), Q value = 0.02

Table S42.  Gene #13: 'del_1p36.23' versus Molecular Subtype #6: 'RPPA_CHIERARCHICAL'

nPatients CLUS_1 CLUS_2 CLUS_3
ALL 95 198 154
DEL PEAK 1(1P36.23) MUTATED 21 22 46
DEL PEAK 1(1P36.23) WILD-TYPE 74 176 108

Figure S42.  Get High-res Image Gene #13: 'del_1p36.23' versus Molecular Subtype #6: 'RPPA_CHIERARCHICAL'

'del_1p36.23' versus 'MRNASEQ_CNMF'

P value = 4e-05 (Fisher's exact test), Q value = 0.01

Table S43.  Gene #13: 'del_1p36.23' versus Molecular Subtype #7: 'MRNASEQ_CNMF'

nPatients CLUS_1 CLUS_2 CLUS_3
ALL 215 108 187
DEL PEAK 1(1P36.23) MUTATED 25 20 56
DEL PEAK 1(1P36.23) WILD-TYPE 190 88 131

Figure S43.  Get High-res Image Gene #13: 'del_1p36.23' versus Molecular Subtype #7: 'MRNASEQ_CNMF'

'del_1p36.23' versus 'MRNASEQ_CHIERARCHICAL'

P value = 1e-05 (Fisher's exact test), Q value = 0.0035

Table S44.  Gene #13: 'del_1p36.23' versus Molecular Subtype #8: 'MRNASEQ_CHIERARCHICAL'

nPatients CLUS_1 CLUS_2 CLUS_3 CLUS_4 CLUS_5 CLUS_6
ALL 120 176 126 28 32 28
DEL PEAK 1(1P36.23) MUTATED 15 22 38 3 9 14
DEL PEAK 1(1P36.23) WILD-TYPE 105 154 88 25 23 14

Figure S44.  Get High-res Image Gene #13: 'del_1p36.23' versus Molecular Subtype #8: 'MRNASEQ_CHIERARCHICAL'

'del_1p36.23' versus 'MIRSEQ_CNMF'

P value = 1e-05 (Fisher's exact test), Q value = 0.0035

Table S45.  Gene #13: 'del_1p36.23' versus Molecular Subtype #9: 'MIRSEQ_CNMF'

nPatients CLUS_1 CLUS_2 CLUS_3
ALL 122 206 172
DEL PEAK 1(1P36.23) MUTATED 19 24 58
DEL PEAK 1(1P36.23) WILD-TYPE 103 182 114

Figure S45.  Get High-res Image Gene #13: 'del_1p36.23' versus Molecular Subtype #9: 'MIRSEQ_CNMF'

'del_1p36.23' versus 'MIRSEQ_CHIERARCHICAL'

P value = 2e-05 (Fisher's exact test), Q value = 0.0055

Table S46.  Gene #13: 'del_1p36.23' versus Molecular Subtype #10: 'MIRSEQ_CHIERARCHICAL'

nPatients CLUS_1 CLUS_2 CLUS_3
ALL 159 238 103
DEL PEAK 1(1P36.23) MUTATED 42 27 32
DEL PEAK 1(1P36.23) WILD-TYPE 117 211 71

Figure S46.  Get High-res Image Gene #13: 'del_1p36.23' versus Molecular Subtype #10: 'MIRSEQ_CHIERARCHICAL'

'del_1p36.23' versus 'MIRSEQ_MATURE_CNMF'

P value = 0.00056 (Fisher's exact test), Q value = 0.12

Table S47.  Gene #13: 'del_1p36.23' versus Molecular Subtype #11: 'MIRSEQ_MATURE_CNMF'

nPatients CLUS_1 CLUS_2 CLUS_3
ALL 57 94 89
DEL PEAK 1(1P36.23) MUTATED 10 9 29
DEL PEAK 1(1P36.23) WILD-TYPE 47 85 60

Figure S47.  Get High-res Image Gene #13: 'del_1p36.23' versus Molecular Subtype #11: 'MIRSEQ_MATURE_CNMF'

'del_1p36.23' versus 'MIRSEQ_MATURE_CHIERARCHICAL'

P value = 0.00013 (Fisher's exact test), Q value = 0.032

Table S48.  Gene #13: 'del_1p36.23' versus Molecular Subtype #12: 'MIRSEQ_MATURE_CHIERARCHICAL'

nPatients CLUS_1 CLUS_2 CLUS_3
ALL 93 100 47
DEL PEAK 1(1P36.23) MUTATED 31 9 8
DEL PEAK 1(1P36.23) WILD-TYPE 62 91 39

Figure S48.  Get High-res Image Gene #13: 'del_1p36.23' versus Molecular Subtype #12: 'MIRSEQ_MATURE_CHIERARCHICAL'

'del_1p31.1' versus 'CN_CNMF'

P value = 1e-05 (Fisher's exact test), Q value = 0.0035

Table S49.  Gene #14: 'del_1p31.1' versus Molecular Subtype #3: 'CN_CNMF'

nPatients CLUS_1 CLUS_2 CLUS_3
ALL 212 152 163
DEL PEAK 2(1P31.1) MUTATED 10 27 40
DEL PEAK 2(1P31.1) WILD-TYPE 202 125 123

Figure S49.  Get High-res Image Gene #14: 'del_1p31.1' versus Molecular Subtype #3: 'CN_CNMF'

'del_1p31.1' versus 'RPPA_CNMF'

P value = 1e-04 (Fisher's exact test), Q value = 0.024

Table S50.  Gene #14: 'del_1p31.1' versus Molecular Subtype #5: 'RPPA_CNMF'

nPatients CLUS_1 CLUS_2 CLUS_3 CLUS_4 CLUS_5 CLUS_6
ALL 100 88 84 75 43 57
DEL PEAK 2(1P31.1) MUTATED 10 4 13 21 4 15
DEL PEAK 2(1P31.1) WILD-TYPE 90 84 71 54 39 42

Figure S50.  Get High-res Image Gene #14: 'del_1p31.1' versus Molecular Subtype #5: 'RPPA_CNMF'

'del_1p31.1' versus 'RPPA_CHIERARCHICAL'

P value = 0.00108 (Fisher's exact test), Q value = 0.23

Table S51.  Gene #14: 'del_1p31.1' versus Molecular Subtype #6: 'RPPA_CHIERARCHICAL'

nPatients CLUS_1 CLUS_2 CLUS_3
ALL 95 198 154
DEL PEAK 2(1P31.1) MUTATED 15 17 35
DEL PEAK 2(1P31.1) WILD-TYPE 80 181 119

Figure S51.  Get High-res Image Gene #14: 'del_1p31.1' versus Molecular Subtype #6: 'RPPA_CHIERARCHICAL'

'del_1p31.1' versus 'MRNASEQ_CHIERARCHICAL'

P value = 8e-05 (Fisher's exact test), Q value = 0.02

Table S52.  Gene #14: 'del_1p31.1' versus Molecular Subtype #8: 'MRNASEQ_CHIERARCHICAL'

nPatients CLUS_1 CLUS_2 CLUS_3 CLUS_4 CLUS_5 CLUS_6
ALL 120 176 126 28 32 28
DEL PEAK 2(1P31.1) MUTATED 13 15 26 4 4 13
DEL PEAK 2(1P31.1) WILD-TYPE 107 161 100 24 28 15

Figure S52.  Get High-res Image Gene #14: 'del_1p31.1' versus Molecular Subtype #8: 'MRNASEQ_CHIERARCHICAL'

'del_1p31.1' versus 'MIRSEQ_CNMF'

P value = 1e-05 (Fisher's exact test), Q value = 0.0035

Table S53.  Gene #14: 'del_1p31.1' versus Molecular Subtype #9: 'MIRSEQ_CNMF'

nPatients CLUS_1 CLUS_2 CLUS_3
ALL 122 206 172
DEL PEAK 2(1P31.1) MUTATED 9 21 45
DEL PEAK 2(1P31.1) WILD-TYPE 113 185 127

Figure S53.  Get High-res Image Gene #14: 'del_1p31.1' versus Molecular Subtype #9: 'MIRSEQ_CNMF'

'del_1p31.1' versus 'MIRSEQ_CHIERARCHICAL'

P value = 0.00016 (Fisher's exact test), Q value = 0.039

Table S54.  Gene #14: 'del_1p31.1' versus Molecular Subtype #10: 'MIRSEQ_CHIERARCHICAL'

nPatients CLUS_1 CLUS_2 CLUS_3
ALL 159 238 103
DEL PEAK 2(1P31.1) MUTATED 21 24 30
DEL PEAK 2(1P31.1) WILD-TYPE 138 214 73

Figure S54.  Get High-res Image Gene #14: 'del_1p31.1' versus Molecular Subtype #10: 'MIRSEQ_CHIERARCHICAL'

'del_1q43' versus 'MRNASEQ_CHIERARCHICAL'

P value = 2e-05 (Fisher's exact test), Q value = 0.0055

Table S55.  Gene #15: 'del_1q43' versus Molecular Subtype #8: 'MRNASEQ_CHIERARCHICAL'

nPatients CLUS_1 CLUS_2 CLUS_3 CLUS_4 CLUS_5 CLUS_6
ALL 120 176 126 28 32 28
DEL PEAK 3(1Q43) MUTATED 6 11 9 0 2 12
DEL PEAK 3(1Q43) WILD-TYPE 114 165 117 28 30 16

Figure S55.  Get High-res Image Gene #15: 'del_1q43' versus Molecular Subtype #8: 'MRNASEQ_CHIERARCHICAL'

'del_2q37.3' versus 'MRNA_CHIERARCHICAL'

P value = 0.00033 (Fisher's exact test), Q value = 0.075

Table S56.  Gene #16: 'del_2q37.3' versus Molecular Subtype #2: 'MRNA_CHIERARCHICAL'

nPatients CLUS_1 CLUS_2 CLUS_3 CLUS_4 CLUS_5 CLUS_6 CLUS_7
ALL 11 12 4 11 13 9 10
DEL PEAK 4(2Q37.3) MUTATED 0 4 0 0 1 0 6
DEL PEAK 4(2Q37.3) WILD-TYPE 11 8 4 11 12 9 4

Figure S56.  Get High-res Image Gene #16: 'del_2q37.3' versus Molecular Subtype #2: 'MRNA_CHIERARCHICAL'

'del_2q37.3' versus 'MRNASEQ_CNMF'

P value = 6e-05 (Fisher's exact test), Q value = 0.015

Table S57.  Gene #16: 'del_2q37.3' versus Molecular Subtype #7: 'MRNASEQ_CNMF'

nPatients CLUS_1 CLUS_2 CLUS_3
ALL 215 108 187
DEL PEAK 4(2Q37.3) MUTATED 9 21 19
DEL PEAK 4(2Q37.3) WILD-TYPE 206 87 168

Figure S57.  Get High-res Image Gene #16: 'del_2q37.3' versus Molecular Subtype #7: 'MRNASEQ_CNMF'

'del_2q37.3' versus 'MRNASEQ_CHIERARCHICAL'

P value = 1e-05 (Fisher's exact test), Q value = 0.0035

Table S58.  Gene #16: 'del_2q37.3' versus Molecular Subtype #8: 'MRNASEQ_CHIERARCHICAL'

nPatients CLUS_1 CLUS_2 CLUS_3 CLUS_4 CLUS_5 CLUS_6
ALL 120 176 126 28 32 28
DEL PEAK 4(2Q37.3) MUTATED 15 7 16 0 1 10
DEL PEAK 4(2Q37.3) WILD-TYPE 105 169 110 28 31 18

Figure S58.  Get High-res Image Gene #16: 'del_2q37.3' versus Molecular Subtype #8: 'MRNASEQ_CHIERARCHICAL'

'del_3p25.3' versus 'MRNA_CNMF'

P value = 1e-05 (Fisher's exact test), Q value = 0.0035

Table S59.  Gene #17: 'del_3p25.3' versus Molecular Subtype #1: 'MRNA_CNMF'

nPatients CLUS_1 CLUS_2 CLUS_3
ALL 33 24 13
DEL PEAK 5(3P25.3) MUTATED 32 22 3
DEL PEAK 5(3P25.3) WILD-TYPE 1 2 10

Figure S59.  Get High-res Image Gene #17: 'del_3p25.3' versus Molecular Subtype #1: 'MRNA_CNMF'

'del_3p25.3' versus 'MRNA_CHIERARCHICAL'

P value = 1e-05 (Fisher's exact test), Q value = 0.0035

Table S60.  Gene #17: 'del_3p25.3' versus Molecular Subtype #2: 'MRNA_CHIERARCHICAL'

nPatients CLUS_1 CLUS_2 CLUS_3 CLUS_4 CLUS_5 CLUS_6 CLUS_7
ALL 11 12 4 11 13 9 10
DEL PEAK 5(3P25.3) MUTATED 11 11 1 11 12 9 2
DEL PEAK 5(3P25.3) WILD-TYPE 0 1 3 0 1 0 8

Figure S60.  Get High-res Image Gene #17: 'del_3p25.3' versus Molecular Subtype #2: 'MRNA_CHIERARCHICAL'

'del_3p25.3' versus 'CN_CNMF'

P value = 1e-05 (Fisher's exact test), Q value = 0.0035

Table S61.  Gene #17: 'del_3p25.3' versus Molecular Subtype #3: 'CN_CNMF'

nPatients CLUS_1 CLUS_2 CLUS_3
ALL 212 152 163
DEL PEAK 5(3P25.3) MUTATED 211 93 158
DEL PEAK 5(3P25.3) WILD-TYPE 1 59 5

Figure S61.  Get High-res Image Gene #17: 'del_3p25.3' versus Molecular Subtype #3: 'CN_CNMF'

'del_3p25.3' versus 'METHLYATION_CNMF'

P value = 1e-05 (Fisher's exact test), Q value = 0.0035

Table S62.  Gene #17: 'del_3p25.3' versus Molecular Subtype #4: 'METHLYATION_CNMF'

nPatients CLUS_1 CLUS_2 CLUS_3
ALL 128 75 110
DEL PEAK 5(3P25.3) MUTATED 120 52 106
DEL PEAK 5(3P25.3) WILD-TYPE 8 23 4

Figure S62.  Get High-res Image Gene #17: 'del_3p25.3' versus Molecular Subtype #4: 'METHLYATION_CNMF'

'del_3p25.3' versus 'RPPA_CNMF'

P value = 4e-05 (Fisher's exact test), Q value = 0.01

Table S63.  Gene #17: 'del_3p25.3' versus Molecular Subtype #5: 'RPPA_CNMF'

nPatients CLUS_1 CLUS_2 CLUS_3 CLUS_4 CLUS_5 CLUS_6
ALL 100 88 84 75 43 57
DEL PEAK 5(3P25.3) MUTATED 99 74 76 56 40 52
DEL PEAK 5(3P25.3) WILD-TYPE 1 14 8 19 3 5

Figure S63.  Get High-res Image Gene #17: 'del_3p25.3' versus Molecular Subtype #5: 'RPPA_CNMF'

'del_3p25.3' versus 'MRNASEQ_CNMF'

P value = 1e-05 (Fisher's exact test), Q value = 0.0035

Table S64.  Gene #17: 'del_3p25.3' versus Molecular Subtype #7: 'MRNASEQ_CNMF'

nPatients CLUS_1 CLUS_2 CLUS_3
ALL 215 108 187
DEL PEAK 5(3P25.3) MUTATED 208 71 169
DEL PEAK 5(3P25.3) WILD-TYPE 7 37 18

Figure S64.  Get High-res Image Gene #17: 'del_3p25.3' versus Molecular Subtype #7: 'MRNASEQ_CNMF'

'del_3p25.3' versus 'MRNASEQ_CHIERARCHICAL'

P value = 1e-05 (Fisher's exact test), Q value = 0.0035

Table S65.  Gene #17: 'del_3p25.3' versus Molecular Subtype #8: 'MRNASEQ_CHIERARCHICAL'

nPatients CLUS_1 CLUS_2 CLUS_3 CLUS_4 CLUS_5 CLUS_6
ALL 120 176 126 28 32 28
DEL PEAK 5(3P25.3) MUTATED 112 171 110 20 32 3
DEL PEAK 5(3P25.3) WILD-TYPE 8 5 16 8 0 25

Figure S65.  Get High-res Image Gene #17: 'del_3p25.3' versus Molecular Subtype #8: 'MRNASEQ_CHIERARCHICAL'

'del_3p25.3' versus 'MIRSEQ_CNMF'

P value = 2e-05 (Fisher's exact test), Q value = 0.0055

Table S66.  Gene #17: 'del_3p25.3' versus Molecular Subtype #9: 'MIRSEQ_CNMF'

nPatients CLUS_1 CLUS_2 CLUS_3
ALL 122 206 172
DEL PEAK 5(3P25.3) MUTATED 104 196 138
DEL PEAK 5(3P25.3) WILD-TYPE 18 10 34

Figure S66.  Get High-res Image Gene #17: 'del_3p25.3' versus Molecular Subtype #9: 'MIRSEQ_CNMF'

'del_3p25.3' versus 'MIRSEQ_CHIERARCHICAL'

P value = 3e-05 (Fisher's exact test), Q value = 0.0079

Table S67.  Gene #17: 'del_3p25.3' versus Molecular Subtype #10: 'MIRSEQ_CHIERARCHICAL'

nPatients CLUS_1 CLUS_2 CLUS_3
ALL 159 238 103
DEL PEAK 5(3P25.3) MUTATED 131 225 82
DEL PEAK 5(3P25.3) WILD-TYPE 28 13 21

Figure S67.  Get High-res Image Gene #17: 'del_3p25.3' versus Molecular Subtype #10: 'MIRSEQ_CHIERARCHICAL'

'del_3p25.3' versus 'MIRSEQ_MATURE_CNMF'

P value = 0.00093 (Fisher's exact test), Q value = 0.2

Table S68.  Gene #17: 'del_3p25.3' versus Molecular Subtype #11: 'MIRSEQ_MATURE_CNMF'

nPatients CLUS_1 CLUS_2 CLUS_3
ALL 57 94 89
DEL PEAK 5(3P25.3) MUTATED 44 90 73
DEL PEAK 5(3P25.3) WILD-TYPE 13 4 16

Figure S68.  Get High-res Image Gene #17: 'del_3p25.3' versus Molecular Subtype #11: 'MIRSEQ_MATURE_CNMF'

'del_3p25.3' versus 'MIRSEQ_MATURE_CHIERARCHICAL'

P value = 1e-05 (Fisher's exact test), Q value = 0.0035

Table S69.  Gene #17: 'del_3p25.3' versus Molecular Subtype #12: 'MIRSEQ_MATURE_CHIERARCHICAL'

nPatients CLUS_1 CLUS_2 CLUS_3
ALL 93 100 47
DEL PEAK 5(3P25.3) MUTATED 68 96 43
DEL PEAK 5(3P25.3) WILD-TYPE 25 4 4

Figure S69.  Get High-res Image Gene #17: 'del_3p25.3' versus Molecular Subtype #12: 'MIRSEQ_MATURE_CHIERARCHICAL'

'del_3p12.3' versus 'CN_CNMF'

P value = 1e-05 (Fisher's exact test), Q value = 0.0035

Table S70.  Gene #18: 'del_3p12.3' versus Molecular Subtype #3: 'CN_CNMF'

nPatients CLUS_1 CLUS_2 CLUS_3
ALL 212 152 163
DEL PEAK 6(3P12.3) MUTATED 176 17 141
DEL PEAK 6(3P12.3) WILD-TYPE 36 135 22

Figure S70.  Get High-res Image Gene #18: 'del_3p12.3' versus Molecular Subtype #3: 'CN_CNMF'

'del_3p12.3' versus 'METHLYATION_CNMF'

P value = 2e-04 (Fisher's exact test), Q value = 0.047

Table S71.  Gene #18: 'del_3p12.3' versus Molecular Subtype #4: 'METHLYATION_CNMF'

nPatients CLUS_1 CLUS_2 CLUS_3
ALL 128 75 110
DEL PEAK 6(3P12.3) MUTATED 91 34 79
DEL PEAK 6(3P12.3) WILD-TYPE 37 41 31

Figure S71.  Get High-res Image Gene #18: 'del_3p12.3' versus Molecular Subtype #4: 'METHLYATION_CNMF'

'del_3p12.3' versus 'MRNASEQ_CNMF'

P value = 6e-05 (Fisher's exact test), Q value = 0.015

Table S72.  Gene #18: 'del_3p12.3' versus Molecular Subtype #7: 'MRNASEQ_CNMF'

nPatients CLUS_1 CLUS_2 CLUS_3
ALL 215 108 187
DEL PEAK 6(3P12.3) MUTATED 149 48 129
DEL PEAK 6(3P12.3) WILD-TYPE 66 60 58

Figure S72.  Get High-res Image Gene #18: 'del_3p12.3' versus Molecular Subtype #7: 'MRNASEQ_CNMF'

'del_3p12.3' versus 'MRNASEQ_CHIERARCHICAL'

P value = 1e-05 (Fisher's exact test), Q value = 0.0035

Table S73.  Gene #18: 'del_3p12.3' versus Molecular Subtype #8: 'MRNASEQ_CHIERARCHICAL'

nPatients CLUS_1 CLUS_2 CLUS_3 CLUS_4 CLUS_5 CLUS_6
ALL 120 176 126 28 32 28
DEL PEAK 6(3P12.3) MUTATED 83 119 87 14 21 2
DEL PEAK 6(3P12.3) WILD-TYPE 37 57 39 14 11 26

Figure S73.  Get High-res Image Gene #18: 'del_3p12.3' versus Molecular Subtype #8: 'MRNASEQ_CHIERARCHICAL'

'del_3p11.2' versus 'CN_CNMF'

P value = 1e-05 (Fisher's exact test), Q value = 0.0035

Table S74.  Gene #19: 'del_3p11.2' versus Molecular Subtype #3: 'CN_CNMF'

nPatients CLUS_1 CLUS_2 CLUS_3
ALL 212 152 163
DEL PEAK 7(3P11.2) MUTATED 137 7 102
DEL PEAK 7(3P11.2) WILD-TYPE 75 145 61

Figure S74.  Get High-res Image Gene #19: 'del_3p11.2' versus Molecular Subtype #3: 'CN_CNMF'

'del_3p11.2' versus 'MRNASEQ_CHIERARCHICAL'

P value = 1e-05 (Fisher's exact test), Q value = 0.0035

Table S75.  Gene #19: 'del_3p11.2' versus Molecular Subtype #8: 'MRNASEQ_CHIERARCHICAL'

nPatients CLUS_1 CLUS_2 CLUS_3 CLUS_4 CLUS_5 CLUS_6
ALL 120 176 126 28 32 28
DEL PEAK 7(3P11.2) MUTATED 69 81 69 9 11 2
DEL PEAK 7(3P11.2) WILD-TYPE 51 95 57 19 21 26

Figure S75.  Get High-res Image Gene #19: 'del_3p11.2' versus Molecular Subtype #8: 'MRNASEQ_CHIERARCHICAL'

'del_3q11.2' versus 'CN_CNMF'

P value = 1e-05 (Fisher's exact test), Q value = 0.0035

Table S76.  Gene #20: 'del_3q11.2' versus Molecular Subtype #3: 'CN_CNMF'

nPatients CLUS_1 CLUS_2 CLUS_3
ALL 212 152 163
DEL PEAK 8(3Q11.2) MUTATED 91 6 64
DEL PEAK 8(3Q11.2) WILD-TYPE 121 146 99

Figure S76.  Get High-res Image Gene #20: 'del_3q11.2' versus Molecular Subtype #3: 'CN_CNMF'

'del_3q11.2' versus 'MRNASEQ_CHIERARCHICAL'

P value = 7e-05 (Fisher's exact test), Q value = 0.017

Table S77.  Gene #20: 'del_3q11.2' versus Molecular Subtype #8: 'MRNASEQ_CHIERARCHICAL'

nPatients CLUS_1 CLUS_2 CLUS_3 CLUS_4 CLUS_5 CLUS_6
ALL 120 176 126 28 32 28
DEL PEAK 8(3Q11.2) MUTATED 51 49 46 6 5 1
DEL PEAK 8(3Q11.2) WILD-TYPE 69 127 80 22 27 27

Figure S77.  Get High-res Image Gene #20: 'del_3q11.2' versus Molecular Subtype #8: 'MRNASEQ_CHIERARCHICAL'

'del_4q34.3' versus 'CN_CNMF'

P value = 1e-05 (Fisher's exact test), Q value = 0.0035

Table S78.  Gene #21: 'del_4q34.3' versus Molecular Subtype #3: 'CN_CNMF'

nPatients CLUS_1 CLUS_2 CLUS_3
ALL 212 152 163
DEL PEAK 9(4Q34.3) MUTATED 11 15 52
DEL PEAK 9(4Q34.3) WILD-TYPE 201 137 111

Figure S78.  Get High-res Image Gene #21: 'del_4q34.3' versus Molecular Subtype #3: 'CN_CNMF'

'del_4q34.3' versus 'METHLYATION_CNMF'

P value = 1e-05 (Fisher's exact test), Q value = 0.0035

Table S79.  Gene #21: 'del_4q34.3' versus Molecular Subtype #4: 'METHLYATION_CNMF'

nPatients CLUS_1 CLUS_2 CLUS_3
ALL 128 75 110
DEL PEAK 9(4Q34.3) MUTATED 10 9 34
DEL PEAK 9(4Q34.3) WILD-TYPE 118 66 76

Figure S79.  Get High-res Image Gene #21: 'del_4q34.3' versus Molecular Subtype #4: 'METHLYATION_CNMF'

'del_4q34.3' versus 'MRNASEQ_CNMF'

P value = 0.00026 (Fisher's exact test), Q value = 0.06

Table S80.  Gene #21: 'del_4q34.3' versus Molecular Subtype #7: 'MRNASEQ_CNMF'

nPatients CLUS_1 CLUS_2 CLUS_3
ALL 215 108 187
DEL PEAK 9(4Q34.3) MUTATED 26 8 44
DEL PEAK 9(4Q34.3) WILD-TYPE 189 100 143

Figure S80.  Get High-res Image Gene #21: 'del_4q34.3' versus Molecular Subtype #7: 'MRNASEQ_CNMF'

'del_4q34.3' versus 'MRNASEQ_CHIERARCHICAL'

P value = 2e-05 (Fisher's exact test), Q value = 0.0055

Table S81.  Gene #21: 'del_4q34.3' versus Molecular Subtype #8: 'MRNASEQ_CHIERARCHICAL'

nPatients CLUS_1 CLUS_2 CLUS_3 CLUS_4 CLUS_5 CLUS_6
ALL 120 176 126 28 32 28
DEL PEAK 9(4Q34.3) MUTATED 16 18 38 1 5 0
DEL PEAK 9(4Q34.3) WILD-TYPE 104 158 88 27 27 28

Figure S81.  Get High-res Image Gene #21: 'del_4q34.3' versus Molecular Subtype #8: 'MRNASEQ_CHIERARCHICAL'

'del_6q26' versus 'CN_CNMF'

P value = 1e-05 (Fisher's exact test), Q value = 0.0035

Table S82.  Gene #22: 'del_6q26' versus Molecular Subtype #3: 'CN_CNMF'

nPatients CLUS_1 CLUS_2 CLUS_3
ALL 212 152 163
DEL PEAK 10(6Q26) MUTATED 33 26 92
DEL PEAK 10(6Q26) WILD-TYPE 179 126 71

Figure S82.  Get High-res Image Gene #22: 'del_6q26' versus Molecular Subtype #3: 'CN_CNMF'

'del_6q26' versus 'RPPA_CNMF'

P value = 2e-05 (Fisher's exact test), Q value = 0.0055

Table S83.  Gene #22: 'del_6q26' versus Molecular Subtype #5: 'RPPA_CNMF'

nPatients CLUS_1 CLUS_2 CLUS_3 CLUS_4 CLUS_5 CLUS_6
ALL 100 88 84 75 43 57
DEL PEAK 10(6Q26) MUTATED 33 10 29 22 8 28
DEL PEAK 10(6Q26) WILD-TYPE 67 78 55 53 35 29

Figure S83.  Get High-res Image Gene #22: 'del_6q26' versus Molecular Subtype #5: 'RPPA_CNMF'

'del_6q26' versus 'RPPA_CHIERARCHICAL'

P value = 0.00033 (Fisher's exact test), Q value = 0.075

Table S84.  Gene #22: 'del_6q26' versus Molecular Subtype #6: 'RPPA_CHIERARCHICAL'

nPatients CLUS_1 CLUS_2 CLUS_3
ALL 95 198 154
DEL PEAK 10(6Q26) MUTATED 33 39 58
DEL PEAK 10(6Q26) WILD-TYPE 62 159 96

Figure S84.  Get High-res Image Gene #22: 'del_6q26' versus Molecular Subtype #6: 'RPPA_CHIERARCHICAL'

'del_6q26' versus 'MRNASEQ_CNMF'

P value = 0.00044 (Fisher's exact test), Q value = 0.099

Table S85.  Gene #22: 'del_6q26' versus Molecular Subtype #7: 'MRNASEQ_CNMF'

nPatients CLUS_1 CLUS_2 CLUS_3
ALL 215 108 187
DEL PEAK 10(6Q26) MUTATED 52 21 72
DEL PEAK 10(6Q26) WILD-TYPE 163 87 115

Figure S85.  Get High-res Image Gene #22: 'del_6q26' versus Molecular Subtype #7: 'MRNASEQ_CNMF'

'del_6q26' versus 'MRNASEQ_CHIERARCHICAL'

P value = 0.00113 (Fisher's exact test), Q value = 0.24

Table S86.  Gene #22: 'del_6q26' versus Molecular Subtype #8: 'MRNASEQ_CHIERARCHICAL'

nPatients CLUS_1 CLUS_2 CLUS_3 CLUS_4 CLUS_5 CLUS_6
ALL 120 176 126 28 32 28
DEL PEAK 10(6Q26) MUTATED 27 39 53 5 10 11
DEL PEAK 10(6Q26) WILD-TYPE 93 137 73 23 22 17

Figure S86.  Get High-res Image Gene #22: 'del_6q26' versus Molecular Subtype #8: 'MRNASEQ_CHIERARCHICAL'

'del_6q26' versus 'MIRSEQ_CNMF'

P value = 1e-05 (Fisher's exact test), Q value = 0.0035

Table S87.  Gene #22: 'del_6q26' versus Molecular Subtype #9: 'MIRSEQ_CNMF'

nPatients CLUS_1 CLUS_2 CLUS_3
ALL 122 206 172
DEL PEAK 10(6Q26) MUTATED 22 45 77
DEL PEAK 10(6Q26) WILD-TYPE 100 161 95

Figure S87.  Get High-res Image Gene #22: 'del_6q26' versus Molecular Subtype #9: 'MIRSEQ_CNMF'

'del_6q26' versus 'MIRSEQ_MATURE_CNMF'

P value = 0.00017 (Fisher's exact test), Q value = 0.04

Table S88.  Gene #22: 'del_6q26' versus Molecular Subtype #11: 'MIRSEQ_MATURE_CNMF'

nPatients CLUS_1 CLUS_2 CLUS_3
ALL 57 94 89
DEL PEAK 10(6Q26) MUTATED 10 18 39
DEL PEAK 10(6Q26) WILD-TYPE 47 76 50

Figure S88.  Get High-res Image Gene #22: 'del_6q26' versus Molecular Subtype #11: 'MIRSEQ_MATURE_CNMF'

'del_6q26' versus 'CN_CNMF'

P value = 1e-05 (Fisher's exact test), Q value = 0.0035

Table S89.  Gene #23: 'del_6q26' versus Molecular Subtype #3: 'CN_CNMF'

nPatients CLUS_1 CLUS_2 CLUS_3
ALL 212 152 163
DEL PEAK 11(6Q26) MUTATED 33 26 92
DEL PEAK 11(6Q26) WILD-TYPE 179 126 71

Figure S89.  Get High-res Image Gene #23: 'del_6q26' versus Molecular Subtype #3: 'CN_CNMF'

'del_6q26' versus 'RPPA_CNMF'

P value = 1e-05 (Fisher's exact test), Q value = 0.0035

Table S90.  Gene #23: 'del_6q26' versus Molecular Subtype #5: 'RPPA_CNMF'

nPatients CLUS_1 CLUS_2 CLUS_3 CLUS_4 CLUS_5 CLUS_6
ALL 100 88 84 75 43 57
DEL PEAK 11(6Q26) MUTATED 32 10 29 22 8 29
DEL PEAK 11(6Q26) WILD-TYPE 68 78 55 53 35 28

Figure S90.  Get High-res Image Gene #23: 'del_6q26' versus Molecular Subtype #5: 'RPPA_CNMF'

'del_6q26' versus 'RPPA_CHIERARCHICAL'

P value = 3e-04 (Fisher's exact test), Q value = 0.069

Table S91.  Gene #23: 'del_6q26' versus Molecular Subtype #6: 'RPPA_CHIERARCHICAL'

nPatients CLUS_1 CLUS_2 CLUS_3
ALL 95 198 154
DEL PEAK 11(6Q26) MUTATED 33 39 58
DEL PEAK 11(6Q26) WILD-TYPE 62 159 96

Figure S91.  Get High-res Image Gene #23: 'del_6q26' versus Molecular Subtype #6: 'RPPA_CHIERARCHICAL'

'del_6q26' versus 'MRNASEQ_CNMF'

P value = 0.00018 (Fisher's exact test), Q value = 0.042

Table S92.  Gene #23: 'del_6q26' versus Molecular Subtype #7: 'MRNASEQ_CNMF'

nPatients CLUS_1 CLUS_2 CLUS_3
ALL 215 108 187
DEL PEAK 11(6Q26) MUTATED 52 20 73
DEL PEAK 11(6Q26) WILD-TYPE 163 88 114

Figure S92.  Get High-res Image Gene #23: 'del_6q26' versus Molecular Subtype #7: 'MRNASEQ_CNMF'

'del_6q26' versus 'MRNASEQ_CHIERARCHICAL'

P value = 0.00077 (Fisher's exact test), Q value = 0.17

Table S93.  Gene #23: 'del_6q26' versus Molecular Subtype #8: 'MRNASEQ_CHIERARCHICAL'

nPatients CLUS_1 CLUS_2 CLUS_3 CLUS_4 CLUS_5 CLUS_6
ALL 120 176 126 28 32 28
DEL PEAK 11(6Q26) MUTATED 27 39 54 5 9 11
DEL PEAK 11(6Q26) WILD-TYPE 93 137 72 23 23 17

Figure S93.  Get High-res Image Gene #23: 'del_6q26' versus Molecular Subtype #8: 'MRNASEQ_CHIERARCHICAL'

'del_6q26' versus 'MIRSEQ_CNMF'

P value = 1e-05 (Fisher's exact test), Q value = 0.0035

Table S94.  Gene #23: 'del_6q26' versus Molecular Subtype #9: 'MIRSEQ_CNMF'

nPatients CLUS_1 CLUS_2 CLUS_3
ALL 122 206 172
DEL PEAK 11(6Q26) MUTATED 21 45 78
DEL PEAK 11(6Q26) WILD-TYPE 101 161 94

Figure S94.  Get High-res Image Gene #23: 'del_6q26' versus Molecular Subtype #9: 'MIRSEQ_CNMF'

'del_6q26' versus 'MIRSEQ_MATURE_CNMF'

P value = 1e-05 (Fisher's exact test), Q value = 0.0035

Table S95.  Gene #23: 'del_6q26' versus Molecular Subtype #11: 'MIRSEQ_MATURE_CNMF'

nPatients CLUS_1 CLUS_2 CLUS_3
ALL 57 94 89
DEL PEAK 11(6Q26) MUTATED 9 18 40
DEL PEAK 11(6Q26) WILD-TYPE 48 76 49

Figure S95.  Get High-res Image Gene #23: 'del_6q26' versus Molecular Subtype #11: 'MIRSEQ_MATURE_CNMF'

'del_8p23.2' versus 'CN_CNMF'

P value = 1e-05 (Fisher's exact test), Q value = 0.0035

Table S96.  Gene #24: 'del_8p23.2' versus Molecular Subtype #3: 'CN_CNMF'

nPatients CLUS_1 CLUS_2 CLUS_3
ALL 212 152 163
DEL PEAK 12(8P23.2) MUTATED 38 42 74
DEL PEAK 12(8P23.2) WILD-TYPE 174 110 89

Figure S96.  Get High-res Image Gene #24: 'del_8p23.2' versus Molecular Subtype #3: 'CN_CNMF'

'del_8p23.2' versus 'MRNASEQ_CNMF'

P value = 0.0011 (Fisher's exact test), Q value = 0.23

Table S97.  Gene #24: 'del_8p23.2' versus Molecular Subtype #7: 'MRNASEQ_CNMF'

nPatients CLUS_1 CLUS_2 CLUS_3
ALL 215 108 187
DEL PEAK 12(8P23.2) MUTATED 56 22 73
DEL PEAK 12(8P23.2) WILD-TYPE 159 86 114

Figure S97.  Get High-res Image Gene #24: 'del_8p23.2' versus Molecular Subtype #7: 'MRNASEQ_CNMF'

'del_8p23.2' versus 'MRNASEQ_CHIERARCHICAL'

P value = 1e-05 (Fisher's exact test), Q value = 0.0035

Table S98.  Gene #24: 'del_8p23.2' versus Molecular Subtype #8: 'MRNASEQ_CHIERARCHICAL'

nPatients CLUS_1 CLUS_2 CLUS_3 CLUS_4 CLUS_5 CLUS_6
ALL 120 176 126 28 32 28
DEL PEAK 12(8P23.2) MUTATED 30 49 60 3 4 5
DEL PEAK 12(8P23.2) WILD-TYPE 90 127 66 25 28 23

Figure S98.  Get High-res Image Gene #24: 'del_8p23.2' versus Molecular Subtype #8: 'MRNASEQ_CHIERARCHICAL'

'del_8p23.2' versus 'MIRSEQ_CNMF'

P value = 0.00057 (Fisher's exact test), Q value = 0.13

Table S99.  Gene #24: 'del_8p23.2' versus Molecular Subtype #9: 'MIRSEQ_CNMF'

nPatients CLUS_1 CLUS_2 CLUS_3
ALL 122 206 172
DEL PEAK 12(8P23.2) MUTATED 36 45 69
DEL PEAK 12(8P23.2) WILD-TYPE 86 161 103

Figure S99.  Get High-res Image Gene #24: 'del_8p23.2' versus Molecular Subtype #9: 'MIRSEQ_CNMF'

'del_9p23' versus 'CN_CNMF'

P value = 1e-05 (Fisher's exact test), Q value = 0.0035

Table S100.  Gene #25: 'del_9p23' versus Molecular Subtype #3: 'CN_CNMF'

nPatients CLUS_1 CLUS_2 CLUS_3
ALL 212 152 163
DEL PEAK 13(9P23) MUTATED 9 30 113
DEL PEAK 13(9P23) WILD-TYPE 203 122 50

Figure S100.  Get High-res Image Gene #25: 'del_9p23' versus Molecular Subtype #3: 'CN_CNMF'

'del_9p23' versus 'METHLYATION_CNMF'

P value = 1e-05 (Fisher's exact test), Q value = 0.0035

Table S101.  Gene #25: 'del_9p23' versus Molecular Subtype #4: 'METHLYATION_CNMF'

nPatients CLUS_1 CLUS_2 CLUS_3
ALL 128 75 110
DEL PEAK 13(9P23) MUTATED 6 21 68
DEL PEAK 13(9P23) WILD-TYPE 122 54 42

Figure S101.  Get High-res Image Gene #25: 'del_9p23' versus Molecular Subtype #4: 'METHLYATION_CNMF'

'del_9p23' versus 'RPPA_CNMF'

P value = 1e-05 (Fisher's exact test), Q value = 0.0035

Table S102.  Gene #25: 'del_9p23' versus Molecular Subtype #5: 'RPPA_CNMF'

nPatients CLUS_1 CLUS_2 CLUS_3 CLUS_4 CLUS_5 CLUS_6
ALL 100 88 84 75 43 57
DEL PEAK 13(9P23) MUTATED 17 23 33 18 10 35
DEL PEAK 13(9P23) WILD-TYPE 83 65 51 57 33 22

Figure S102.  Get High-res Image Gene #25: 'del_9p23' versus Molecular Subtype #5: 'RPPA_CNMF'

'del_9p23' versus 'RPPA_CHIERARCHICAL'

P value = 0.00018 (Fisher's exact test), Q value = 0.042

Table S103.  Gene #25: 'del_9p23' versus Molecular Subtype #6: 'RPPA_CHIERARCHICAL'

nPatients CLUS_1 CLUS_2 CLUS_3
ALL 95 198 154
DEL PEAK 13(9P23) MUTATED 29 42 65
DEL PEAK 13(9P23) WILD-TYPE 66 156 89

Figure S103.  Get High-res Image Gene #25: 'del_9p23' versus Molecular Subtype #6: 'RPPA_CHIERARCHICAL'

'del_9p23' versus 'MRNASEQ_CNMF'

P value = 1e-05 (Fisher's exact test), Q value = 0.0035

Table S104.  Gene #25: 'del_9p23' versus Molecular Subtype #7: 'MRNASEQ_CNMF'

nPatients CLUS_1 CLUS_2 CLUS_3
ALL 215 108 187
DEL PEAK 13(9P23) MUTATED 25 16 106
DEL PEAK 13(9P23) WILD-TYPE 190 92 81

Figure S104.  Get High-res Image Gene #25: 'del_9p23' versus Molecular Subtype #7: 'MRNASEQ_CNMF'

'del_9p23' versus 'MRNASEQ_CHIERARCHICAL'

P value = 1e-05 (Fisher's exact test), Q value = 0.0035

Table S105.  Gene #25: 'del_9p23' versus Molecular Subtype #8: 'MRNASEQ_CHIERARCHICAL'

nPatients CLUS_1 CLUS_2 CLUS_3 CLUS_4 CLUS_5 CLUS_6
ALL 120 176 126 28 32 28
DEL PEAK 13(9P23) MUTATED 39 12 79 3 10 4
DEL PEAK 13(9P23) WILD-TYPE 81 164 47 25 22 24

Figure S105.  Get High-res Image Gene #25: 'del_9p23' versus Molecular Subtype #8: 'MRNASEQ_CHIERARCHICAL'

'del_9p23' versus 'MIRSEQ_CNMF'

P value = 1e-05 (Fisher's exact test), Q value = 0.0035

Table S106.  Gene #25: 'del_9p23' versus Molecular Subtype #9: 'MIRSEQ_CNMF'

nPatients CLUS_1 CLUS_2 CLUS_3
ALL 122 206 172
DEL PEAK 13(9P23) MUTATED 26 27 91
DEL PEAK 13(9P23) WILD-TYPE 96 179 81

Figure S106.  Get High-res Image Gene #25: 'del_9p23' versus Molecular Subtype #9: 'MIRSEQ_CNMF'

'del_9p23' versus 'MIRSEQ_CHIERARCHICAL'

P value = 1e-05 (Fisher's exact test), Q value = 0.0035

Table S107.  Gene #25: 'del_9p23' versus Molecular Subtype #10: 'MIRSEQ_CHIERARCHICAL'

nPatients CLUS_1 CLUS_2 CLUS_3
ALL 159 238 103
DEL PEAK 13(9P23) MUTATED 70 36 38
DEL PEAK 13(9P23) WILD-TYPE 89 202 65

Figure S107.  Get High-res Image Gene #25: 'del_9p23' versus Molecular Subtype #10: 'MIRSEQ_CHIERARCHICAL'

'del_9p23' versus 'MIRSEQ_MATURE_CNMF'

P value = 1e-05 (Fisher's exact test), Q value = 0.0035

Table S108.  Gene #25: 'del_9p23' versus Molecular Subtype #11: 'MIRSEQ_MATURE_CNMF'

nPatients CLUS_1 CLUS_2 CLUS_3
ALL 57 94 89
DEL PEAK 13(9P23) MUTATED 15 9 47
DEL PEAK 13(9P23) WILD-TYPE 42 85 42

Figure S108.  Get High-res Image Gene #25: 'del_9p23' versus Molecular Subtype #11: 'MIRSEQ_MATURE_CNMF'

'del_9p23' versus 'MIRSEQ_MATURE_CHIERARCHICAL'

P value = 3e-05 (Fisher's exact test), Q value = 0.0079

Table S109.  Gene #25: 'del_9p23' versus Molecular Subtype #12: 'MIRSEQ_MATURE_CHIERARCHICAL'

nPatients CLUS_1 CLUS_2 CLUS_3
ALL 93 100 47
DEL PEAK 13(9P23) MUTATED 41 15 15
DEL PEAK 13(9P23) WILD-TYPE 52 85 32

Figure S109.  Get High-res Image Gene #25: 'del_9p23' versus Molecular Subtype #12: 'MIRSEQ_MATURE_CHIERARCHICAL'

'del_9p21.3' versus 'CN_CNMF'

P value = 1e-05 (Fisher's exact test), Q value = 0.0035

Table S110.  Gene #26: 'del_9p21.3' versus Molecular Subtype #3: 'CN_CNMF'

nPatients CLUS_1 CLUS_2 CLUS_3
ALL 212 152 163
DEL PEAK 14(9P21.3) MUTATED 12 30 117
DEL PEAK 14(9P21.3) WILD-TYPE 200 122 46

Figure S110.  Get High-res Image Gene #26: 'del_9p21.3' versus Molecular Subtype #3: 'CN_CNMF'

'del_9p21.3' versus 'METHLYATION_CNMF'

P value = 1e-05 (Fisher's exact test), Q value = 0.0035

Table S111.  Gene #26: 'del_9p21.3' versus Molecular Subtype #4: 'METHLYATION_CNMF'

nPatients CLUS_1 CLUS_2 CLUS_3
ALL 128 75 110
DEL PEAK 14(9P21.3) MUTATED 6 24 68
DEL PEAK 14(9P21.3) WILD-TYPE 122 51 42

Figure S111.  Get High-res Image Gene #26: 'del_9p21.3' versus Molecular Subtype #4: 'METHLYATION_CNMF'

'del_9p21.3' versus 'RPPA_CNMF'

P value = 1e-05 (Fisher's exact test), Q value = 0.0035

Table S112.  Gene #26: 'del_9p21.3' versus Molecular Subtype #5: 'RPPA_CNMF'

nPatients CLUS_1 CLUS_2 CLUS_3 CLUS_4 CLUS_5 CLUS_6
ALL 100 88 84 75 43 57
DEL PEAK 14(9P21.3) MUTATED 18 26 33 19 10 37
DEL PEAK 14(9P21.3) WILD-TYPE 82 62 51 56 33 20

Figure S112.  Get High-res Image Gene #26: 'del_9p21.3' versus Molecular Subtype #5: 'RPPA_CNMF'

'del_9p21.3' versus 'RPPA_CHIERARCHICAL'

P value = 4e-05 (Fisher's exact test), Q value = 0.01

Table S113.  Gene #26: 'del_9p21.3' versus Molecular Subtype #6: 'RPPA_CHIERARCHICAL'

nPatients CLUS_1 CLUS_2 CLUS_3
ALL 95 198 154
DEL PEAK 14(9P21.3) MUTATED 29 44 70
DEL PEAK 14(9P21.3) WILD-TYPE 66 154 84

Figure S113.  Get High-res Image Gene #26: 'del_9p21.3' versus Molecular Subtype #6: 'RPPA_CHIERARCHICAL'

'del_9p21.3' versus 'MRNASEQ_CNMF'

P value = 1e-05 (Fisher's exact test), Q value = 0.0035

Table S114.  Gene #26: 'del_9p21.3' versus Molecular Subtype #7: 'MRNASEQ_CNMF'

nPatients CLUS_1 CLUS_2 CLUS_3
ALL 215 108 187
DEL PEAK 14(9P21.3) MUTATED 27 18 109
DEL PEAK 14(9P21.3) WILD-TYPE 188 90 78

Figure S114.  Get High-res Image Gene #26: 'del_9p21.3' versus Molecular Subtype #7: 'MRNASEQ_CNMF'

'del_9p21.3' versus 'MRNASEQ_CHIERARCHICAL'

P value = 1e-05 (Fisher's exact test), Q value = 0.0035

Table S115.  Gene #26: 'del_9p21.3' versus Molecular Subtype #8: 'MRNASEQ_CHIERARCHICAL'

nPatients CLUS_1 CLUS_2 CLUS_3 CLUS_4 CLUS_5 CLUS_6
ALL 120 176 126 28 32 28
DEL PEAK 14(9P21.3) MUTATED 39 13 85 2 11 4
DEL PEAK 14(9P21.3) WILD-TYPE 81 163 41 26 21 24

Figure S115.  Get High-res Image Gene #26: 'del_9p21.3' versus Molecular Subtype #8: 'MRNASEQ_CHIERARCHICAL'

'del_9p21.3' versus 'MIRSEQ_CNMF'

P value = 1e-05 (Fisher's exact test), Q value = 0.0035

Table S116.  Gene #26: 'del_9p21.3' versus Molecular Subtype #9: 'MIRSEQ_CNMF'

nPatients CLUS_1 CLUS_2 CLUS_3
ALL 122 206 172
DEL PEAK 14(9P21.3) MUTATED 29 28 93
DEL PEAK 14(9P21.3) WILD-TYPE 93 178 79

Figure S116.  Get High-res Image Gene #26: 'del_9p21.3' versus Molecular Subtype #9: 'MIRSEQ_CNMF'

'del_9p21.3' versus 'MIRSEQ_CHIERARCHICAL'

P value = 1e-05 (Fisher's exact test), Q value = 0.0035

Table S117.  Gene #26: 'del_9p21.3' versus Molecular Subtype #10: 'MIRSEQ_CHIERARCHICAL'

nPatients CLUS_1 CLUS_2 CLUS_3
ALL 159 238 103
DEL PEAK 14(9P21.3) MUTATED 76 36 38
DEL PEAK 14(9P21.3) WILD-TYPE 83 202 65

Figure S117.  Get High-res Image Gene #26: 'del_9p21.3' versus Molecular Subtype #10: 'MIRSEQ_CHIERARCHICAL'

'del_9p21.3' versus 'MIRSEQ_MATURE_CNMF'

P value = 1e-05 (Fisher's exact test), Q value = 0.0035

Table S118.  Gene #26: 'del_9p21.3' versus Molecular Subtype #11: 'MIRSEQ_MATURE_CNMF'

nPatients CLUS_1 CLUS_2 CLUS_3
ALL 57 94 89
DEL PEAK 14(9P21.3) MUTATED 16 9 46
DEL PEAK 14(9P21.3) WILD-TYPE 41 85 43

Figure S118.  Get High-res Image Gene #26: 'del_9p21.3' versus Molecular Subtype #11: 'MIRSEQ_MATURE_CNMF'

'del_9p21.3' versus 'MIRSEQ_MATURE_CHIERARCHICAL'

P value = 1e-05 (Fisher's exact test), Q value = 0.0035

Table S119.  Gene #26: 'del_9p21.3' versus Molecular Subtype #12: 'MIRSEQ_MATURE_CHIERARCHICAL'

nPatients CLUS_1 CLUS_2 CLUS_3
ALL 93 100 47
DEL PEAK 14(9P21.3) MUTATED 44 15 12
DEL PEAK 14(9P21.3) WILD-TYPE 49 85 35

Figure S119.  Get High-res Image Gene #26: 'del_9p21.3' versus Molecular Subtype #12: 'MIRSEQ_MATURE_CHIERARCHICAL'

'del_10q23.31' versus 'CN_CNMF'

P value = 1e-05 (Fisher's exact test), Q value = 0.0035

Table S120.  Gene #27: 'del_10q23.31' versus Molecular Subtype #3: 'CN_CNMF'

nPatients CLUS_1 CLUS_2 CLUS_3
ALL 212 152 163
DEL PEAK 15(10Q23.31) MUTATED 20 25 51
DEL PEAK 15(10Q23.31) WILD-TYPE 192 127 112

Figure S120.  Get High-res Image Gene #27: 'del_10q23.31' versus Molecular Subtype #3: 'CN_CNMF'

'del_10q23.31' versus 'MRNASEQ_CHIERARCHICAL'

P value = 0.00011 (Fisher's exact test), Q value = 0.027

Table S121.  Gene #27: 'del_10q23.31' versus Molecular Subtype #8: 'MRNASEQ_CHIERARCHICAL'

nPatients CLUS_1 CLUS_2 CLUS_3 CLUS_4 CLUS_5 CLUS_6
ALL 120 176 126 28 32 28
DEL PEAK 15(10Q23.31) MUTATED 23 19 36 2 3 10
DEL PEAK 15(10Q23.31) WILD-TYPE 97 157 90 26 29 18

Figure S121.  Get High-res Image Gene #27: 'del_10q23.31' versus Molecular Subtype #8: 'MRNASEQ_CHIERARCHICAL'

'del_13q13.3' versus 'CN_CNMF'

P value = 1e-05 (Fisher's exact test), Q value = 0.0035

Table S122.  Gene #28: 'del_13q13.3' versus Molecular Subtype #3: 'CN_CNMF'

nPatients CLUS_1 CLUS_2 CLUS_3
ALL 212 152 163
DEL PEAK 16(13Q13.3) MUTATED 11 26 44
DEL PEAK 16(13Q13.3) WILD-TYPE 201 126 119

Figure S122.  Get High-res Image Gene #28: 'del_13q13.3' versus Molecular Subtype #3: 'CN_CNMF'

'del_13q13.3' versus 'METHLYATION_CNMF'

P value = 0.00021 (Fisher's exact test), Q value = 0.049

Table S123.  Gene #28: 'del_13q13.3' versus Molecular Subtype #4: 'METHLYATION_CNMF'

nPatients CLUS_1 CLUS_2 CLUS_3
ALL 128 75 110
DEL PEAK 16(13Q13.3) MUTATED 8 16 26
DEL PEAK 16(13Q13.3) WILD-TYPE 120 59 84

Figure S123.  Get High-res Image Gene #28: 'del_13q13.3' versus Molecular Subtype #4: 'METHLYATION_CNMF'

'del_13q13.3' versus 'RPPA_CNMF'

P value = 1e-05 (Fisher's exact test), Q value = 0.0035

Table S124.  Gene #28: 'del_13q13.3' versus Molecular Subtype #5: 'RPPA_CNMF'

nPatients CLUS_1 CLUS_2 CLUS_3 CLUS_4 CLUS_5 CLUS_6
ALL 100 88 84 75 43 57
DEL PEAK 16(13Q13.3) MUTATED 3 11 16 13 6 22
DEL PEAK 16(13Q13.3) WILD-TYPE 97 77 68 62 37 35

Figure S124.  Get High-res Image Gene #28: 'del_13q13.3' versus Molecular Subtype #5: 'RPPA_CNMF'

'del_13q13.3' versus 'MRNASEQ_CNMF'

P value = 2e-05 (Fisher's exact test), Q value = 0.0055

Table S125.  Gene #28: 'del_13q13.3' versus Molecular Subtype #7: 'MRNASEQ_CNMF'

nPatients CLUS_1 CLUS_2 CLUS_3
ALL 215 108 187
DEL PEAK 16(13Q13.3) MUTATED 19 12 48
DEL PEAK 16(13Q13.3) WILD-TYPE 196 96 139

Figure S125.  Get High-res Image Gene #28: 'del_13q13.3' versus Molecular Subtype #7: 'MRNASEQ_CNMF'

'del_13q13.3' versus 'MRNASEQ_CHIERARCHICAL'

P value = 1e-05 (Fisher's exact test), Q value = 0.0035

Table S126.  Gene #28: 'del_13q13.3' versus Molecular Subtype #8: 'MRNASEQ_CHIERARCHICAL'

nPatients CLUS_1 CLUS_2 CLUS_3 CLUS_4 CLUS_5 CLUS_6
ALL 120 176 126 28 32 28
DEL PEAK 16(13Q13.3) MUTATED 7 14 43 1 6 8
DEL PEAK 16(13Q13.3) WILD-TYPE 113 162 83 27 26 20

Figure S126.  Get High-res Image Gene #28: 'del_13q13.3' versus Molecular Subtype #8: 'MRNASEQ_CHIERARCHICAL'

'del_13q13.3' versus 'MIRSEQ_CNMF'

P value = 1e-05 (Fisher's exact test), Q value = 0.0035

Table S127.  Gene #28: 'del_13q13.3' versus Molecular Subtype #9: 'MIRSEQ_CNMF'

nPatients CLUS_1 CLUS_2 CLUS_3
ALL 122 206 172
DEL PEAK 16(13Q13.3) MUTATED 13 16 48
DEL PEAK 16(13Q13.3) WILD-TYPE 109 190 124

Figure S127.  Get High-res Image Gene #28: 'del_13q13.3' versus Molecular Subtype #9: 'MIRSEQ_CNMF'

'del_13q13.3' versus 'MIRSEQ_CHIERARCHICAL'

P value = 1e-05 (Fisher's exact test), Q value = 0.0035

Table S128.  Gene #28: 'del_13q13.3' versus Molecular Subtype #10: 'MIRSEQ_CHIERARCHICAL'

nPatients CLUS_1 CLUS_2 CLUS_3
ALL 159 238 103
DEL PEAK 16(13Q13.3) MUTATED 32 18 27
DEL PEAK 16(13Q13.3) WILD-TYPE 127 220 76

Figure S128.  Get High-res Image Gene #28: 'del_13q13.3' versus Molecular Subtype #10: 'MIRSEQ_CHIERARCHICAL'

'del_14q31.1' versus 'MRNA_CNMF'

P value = 8e-05 (Fisher's exact test), Q value = 0.02

Table S129.  Gene #29: 'del_14q31.1' versus Molecular Subtype #1: 'MRNA_CNMF'

nPatients CLUS_1 CLUS_2 CLUS_3
ALL 33 24 13
DEL PEAK 17(14Q31.1) MUTATED 10 19 2
DEL PEAK 17(14Q31.1) WILD-TYPE 23 5 11

Figure S129.  Get High-res Image Gene #29: 'del_14q31.1' versus Molecular Subtype #1: 'MRNA_CNMF'

'del_14q31.1' versus 'MRNA_CHIERARCHICAL'

P value = 0.00041 (Fisher's exact test), Q value = 0.092

Table S130.  Gene #29: 'del_14q31.1' versus Molecular Subtype #2: 'MRNA_CHIERARCHICAL'

nPatients CLUS_1 CLUS_2 CLUS_3 CLUS_4 CLUS_5 CLUS_6 CLUS_7
ALL 11 12 4 11 13 9 10
DEL PEAK 17(14Q31.1) MUTATED 4 7 1 11 5 1 2
DEL PEAK 17(14Q31.1) WILD-TYPE 7 5 3 0 8 8 8

Figure S130.  Get High-res Image Gene #29: 'del_14q31.1' versus Molecular Subtype #2: 'MRNA_CHIERARCHICAL'

'del_14q31.1' versus 'CN_CNMF'

P value = 1e-05 (Fisher's exact test), Q value = 0.0035

Table S131.  Gene #29: 'del_14q31.1' versus Molecular Subtype #3: 'CN_CNMF'

nPatients CLUS_1 CLUS_2 CLUS_3
ALL 212 152 163
DEL PEAK 17(14Q31.1) MUTATED 67 46 115
DEL PEAK 17(14Q31.1) WILD-TYPE 145 106 48

Figure S131.  Get High-res Image Gene #29: 'del_14q31.1' versus Molecular Subtype #3: 'CN_CNMF'

'del_14q31.1' versus 'METHLYATION_CNMF'

P value = 1e-05 (Fisher's exact test), Q value = 0.0035

Table S132.  Gene #29: 'del_14q31.1' versus Molecular Subtype #4: 'METHLYATION_CNMF'

nPatients CLUS_1 CLUS_2 CLUS_3
ALL 128 75 110
DEL PEAK 17(14Q31.1) MUTATED 32 36 65
DEL PEAK 17(14Q31.1) WILD-TYPE 96 39 45

Figure S132.  Get High-res Image Gene #29: 'del_14q31.1' versus Molecular Subtype #4: 'METHLYATION_CNMF'

'del_14q31.1' versus 'RPPA_CNMF'

P value = 1e-05 (Fisher's exact test), Q value = 0.0035

Table S133.  Gene #29: 'del_14q31.1' versus Molecular Subtype #5: 'RPPA_CNMF'

nPatients CLUS_1 CLUS_2 CLUS_3 CLUS_4 CLUS_5 CLUS_6
ALL 100 88 84 75 43 57
DEL PEAK 17(14Q31.1) MUTATED 30 30 64 23 13 40
DEL PEAK 17(14Q31.1) WILD-TYPE 70 58 20 52 30 17

Figure S133.  Get High-res Image Gene #29: 'del_14q31.1' versus Molecular Subtype #5: 'RPPA_CNMF'

'del_14q31.1' versus 'RPPA_CHIERARCHICAL'

P value = 4e-05 (Fisher's exact test), Q value = 0.01

Table S134.  Gene #29: 'del_14q31.1' versus Molecular Subtype #6: 'RPPA_CHIERARCHICAL'

nPatients CLUS_1 CLUS_2 CLUS_3
ALL 95 198 154
DEL PEAK 17(14Q31.1) MUTATED 58 67 75
DEL PEAK 17(14Q31.1) WILD-TYPE 37 131 79

Figure S134.  Get High-res Image Gene #29: 'del_14q31.1' versus Molecular Subtype #6: 'RPPA_CHIERARCHICAL'

'del_14q31.1' versus 'MRNASEQ_CNMF'

P value = 1e-05 (Fisher's exact test), Q value = 0.0035

Table S135.  Gene #29: 'del_14q31.1' versus Molecular Subtype #7: 'MRNASEQ_CNMF'

nPatients CLUS_1 CLUS_2 CLUS_3
ALL 215 108 187
DEL PEAK 17(14Q31.1) MUTATED 71 19 130
DEL PEAK 17(14Q31.1) WILD-TYPE 144 89 57

Figure S135.  Get High-res Image Gene #29: 'del_14q31.1' versus Molecular Subtype #7: 'MRNASEQ_CNMF'

'del_14q31.1' versus 'MRNASEQ_CHIERARCHICAL'

P value = 1e-05 (Fisher's exact test), Q value = 0.0035

Table S136.  Gene #29: 'del_14q31.1' versus Molecular Subtype #8: 'MRNASEQ_CHIERARCHICAL'

nPatients CLUS_1 CLUS_2 CLUS_3 CLUS_4 CLUS_5 CLUS_6
ALL 120 176 126 28 32 28
DEL PEAK 17(14Q31.1) MUTATED 50 54 77 7 30 2
DEL PEAK 17(14Q31.1) WILD-TYPE 70 122 49 21 2 26

Figure S136.  Get High-res Image Gene #29: 'del_14q31.1' versus Molecular Subtype #8: 'MRNASEQ_CHIERARCHICAL'

'del_14q31.1' versus 'MIRSEQ_CNMF'

P value = 1e-05 (Fisher's exact test), Q value = 0.0035

Table S137.  Gene #29: 'del_14q31.1' versus Molecular Subtype #9: 'MIRSEQ_CNMF'

nPatients CLUS_1 CLUS_2 CLUS_3
ALL 122 206 172
DEL PEAK 17(14Q31.1) MUTATED 38 69 112
DEL PEAK 17(14Q31.1) WILD-TYPE 84 137 60

Figure S137.  Get High-res Image Gene #29: 'del_14q31.1' versus Molecular Subtype #9: 'MIRSEQ_CNMF'

'del_14q31.1' versus 'MIRSEQ_CHIERARCHICAL'

P value = 1e-05 (Fisher's exact test), Q value = 0.0035

Table S138.  Gene #29: 'del_14q31.1' versus Molecular Subtype #10: 'MIRSEQ_CHIERARCHICAL'

nPatients CLUS_1 CLUS_2 CLUS_3
ALL 159 238 103
DEL PEAK 17(14Q31.1) MUTATED 75 79 65
DEL PEAK 17(14Q31.1) WILD-TYPE 84 159 38

Figure S138.  Get High-res Image Gene #29: 'del_14q31.1' versus Molecular Subtype #10: 'MIRSEQ_CHIERARCHICAL'

'del_14q31.1' versus 'MIRSEQ_MATURE_CNMF'

P value = 2e-05 (Fisher's exact test), Q value = 0.0055

Table S139.  Gene #29: 'del_14q31.1' versus Molecular Subtype #11: 'MIRSEQ_MATURE_CNMF'

nPatients CLUS_1 CLUS_2 CLUS_3
ALL 57 94 89
DEL PEAK 17(14Q31.1) MUTATED 19 28 58
DEL PEAK 17(14Q31.1) WILD-TYPE 38 66 31

Figure S139.  Get High-res Image Gene #29: 'del_14q31.1' versus Molecular Subtype #11: 'MIRSEQ_MATURE_CNMF'

Methods & Data
Input
  • Copy number data file = transformed.cor.cli.txt

  • Molecular subtype file = KIRC-TP.transferedmergedcluster.txt

  • Number of patients = 527

  • Number of significantly focal cnvs = 29

  • Number of molecular subtypes = 12

  • Exclude genes that fewer than K tumors have alterations, K = 3

Fisher's exact test

For binary or multi-class clinical features (nominal or ordinal), two-tailed Fisher's exact tests (Fisher 1922) were used to estimate the P values using the 'fisher.test' function in R

Q value calculation

For multiple hypothesis correction, Q value is the False Discovery Rate (FDR) analogue of the P value (Benjamini and Hochberg 1995), defined as the minimum FDR at which the test may be called significant. We used the 'Benjamini and Hochberg' method of 'p.adjust' function in R to convert P values into Q values.

Download Results

In addition to the links below, the full results of the analysis summarized in this report can also be downloaded programmatically using firehose_get, or interactively from either the Broad GDAC website or TCGA Data Coordination Center Portal.

References
[1] Fisher, R.A., On the interpretation of chi-square from contingency tables, and the calculation of P, Journal of the Royal Statistical Society 85(1):87-94 (1922)
[2] Benjamini and Hochberg, Controlling the false discovery rate: a practical and powerful approach to multiple testing, Journal of the Royal Statistical Society Series B 59:289-300 (1995)