sample_id
stringlengths
16
16
population
stringclasses
7 values
region
stringclasses
5 values
is_SSA
bool
2 classes
is_reference_panel
bool
2 classes
sex
stringclasses
2 values
age
int64
18
90
tissue_type
stringclasses
2 values
tumor_subtype
stringclasses
5 values
is_tumor
bool
2 classes
library_size_millions
float64
23.9
89.8
detected_genes
int64
10.9k
21.4k
ACTB
float64
8.85
12.7
GAPDH
float64
8.87
12.5
RPLP0
float64
8.71
12.7
ESR1
float64
0
13.4
PGR
float64
0
14
GATA3
float64
0
13.2
FOXA1
float64
0
13.9
MKI67
float64
1.11
13.5
CCNB1
float64
0.18
12.5
BIRC5
float64
1.7
12.8
ERBB2
float64
1.46
15.7
KRT5
float64
0
14.9
KRT14
float64
0
14.6
KRT17
float64
0
14.7
EGFR
float64
0
14.7
IL20RA
float64
0.46
10.2
MARCO
float64
0.87
9.71
HLA_DPA1
float64
0.7
9.84
HLA_DPB1
float64
0.98
10
SORD
float64
1.4
8.76
FAM3A
float64
1.46
8.92
TAS2R43
float64
1.32
8.63
NUTM2F
float64
1.16
9.02
PWP2
float64
0.69
8.65
PM20D1
float64
0.75
7.94
BIRC7
float64
0.77
7.88
HOTAIR
float64
0.45
10.7
MALAT1
float64
0.59
11.4
NEAT1
float64
0.63
10.4
AC009283_1
float64
0.32
10.6
XIST
float64
6.84
13.5
MIR21
float64
0.2
8.14
MIR155
float64
0.26
8.48
MIR10B
float64
0.11
8.18
MIR200C
float64
0
6.62
MIR34A
float64
0.07
6.83
RNA_SAMPLE_00101
SSA_West
West
true
false
Female
46
Tumor
Luminal_A
true
63.67
15,118
10.928
10.809
10.572
8.767
10.217
10.724
9.469
5.989
7.294
8.21
7.74
3.775
3.208
3.467
1.909
5.346
6.62
5.54
4.875
4.854
5.471
4.389
4.682
6.88
3.368
3.579
6.291
5.558
6.089
6.863
8.762
5.603
4.534
4.771
4.538
1.878
RNA_SAMPLE_00102
SSA_West
West
true
false
Female
64
Normal_breast
Normal_like
false
54.73
16,353
10.158
10.166
10.316
4.811
5.566
6.393
5.137
5.929
6.401
5.431
5.525
2.787
0.352
4.203
4.456
5.042
5.71
4.252
5.319
6.325
5.599
6.208
6.214
3.901
4.447
3.231
2.893
3.714
5.754
3.456
8.593
1.844
3.383
2.393
2.365
2.876
RNA_SAMPLE_00103
SSA_West
West
true
false
Male
46
Tumor
Luminal_A
true
61.34
17,935
10.477
11.024
11.157
9.216
9.879
9.4
10.539
5.888
5.287
6.553
7.91
4.113
4.708
4.603
3.551
4.903
4.63
3.913
6.69
5.202
3.966
6.611
5.585
6.371
4.065
3.586
6.446
6.529
5.72
7.314
10.756
5.452
4.112
3.999
3.959
1.249
RNA_SAMPLE_00104
SSA_West
West
true
false
Female
58
Tumor
Basal_like
true
59.27
17,175
10.455
10.682
10.91
1.413
2.881
2.582
1.82
8.174
8.909
11.111
5.043
12.337
8.394
9.467
9.849
7.249
6.355
7.61
5.967
5.452
5.204
7.324
4.492
5.043
3.42
4.816
5.359
8.322
6.581
6.912
10.37
5.484
5.597
5.568
3.415
2.342
RNA_SAMPLE_00105
SSA_West
West
true
false
Female
40
Tumor
Basal_like
true
52.06
17,985
10.699
9.697
10.462
3.53
1.84
1.469
0.505
8.432
7.836
9.429
5.849
10.064
9.585
12.332
9.654
5.598
6.057
6.197
6.782
6.337
6.27
7.687
3.976
5.708
3.832
6.109
6.676
4.47
6.934
6.767
10.606
4.921
5.762
5.284
2.463
3.274
RNA_SAMPLE_00106
SSA_West
West
true
false
Female
48
Normal_breast
Normal_like
false
51.22
16,260
10.513
10.802
9.896
6.895
4.723
6.403
5.763
5.136
5.76
2.86
4.426
4.395
5.807
3.471
0.575
4.483
4.74
5.909
4.848
3.851
5.867
5.511
4.371
5.648
3.308
3.532
3.47
3.69
4.907
2.214
10.883
3.141
2.688
3.017
3.273
2.695
RNA_SAMPLE_00107
SSA_West
West
true
false
Female
40
Tumor
Luminal_A
true
52.95
14,725
10.024
9.889
11.312
8.716
9.959
11.117
10.85
6.205
6.209
6.68
8.912
3.996
4.302
6.22
3.833
6.648
5.978
5.963
4.537
4.484
5.039
6.294
6.251
6.7
4.29
4.784
6.542
5.893
5.678
4.515
9.878
4.917
5.908
5.986
3.117
4.651
RNA_SAMPLE_00108
SSA_West
West
true
false
Female
46
Tumor
Luminal_B
true
61.52
18,239
10.65
10.13
10.487
10.474
8.736
8.534
8.996
7.611
9.194
9.885
7.306
4.649
5.166
4.13
2.947
5.091
5.912
5.894
3.708
5.107
4.837
6.294
4.872
5.085
3.854
5.012
6.969
6.494
7.106
7.235
8.552
5.474
4.704
3.995
2.744
3.585
RNA_SAMPLE_00109
SSA_West
West
true
false
Female
59
Tumor
Luminal_A
true
71.64
15,385
11.009
11.683
11.615
6.547
12.179
10.961
7.693
5.734
7.758
6.86
6.226
3.58
4.155
2.805
3.347
6.397
4.799
4.143
4.863
4.7
4.956
3.945
5.712
6.281
3.569
3.713
5.813
5.089
6.984
5.111
9.579
4.389
5.806
4.815
4.594
3.283
RNA_SAMPLE_00110
SSA_West
West
true
false
Female
31
Tumor
Basal_like
true
69.27
16,610
10.229
10.683
10.36
0.001
3.014
2.033
1.3
9.376
9.047
10.41
6.233
10.312
11.332
10.457
10.721
7.526
5.131
5.437
5.881
5.254
6.541
4.227
5.473
5.004
5.83
5.095
6.739
7.469
5.181
8.528
9.327
6.506
5.941
5.711
3.972
3.797
RNA_SAMPLE_00111
SSA_West
West
true
false
Female
55
Normal_breast
Normal_like
false
50.86
14,494
10.562
10.449
10.677
6.521
5.969
5.685
4.846
5.325
3.304
4.202
5.606
4.562
3.475
3.741
3.944
5.481
4.599
3.817
5.187
6.762
4.17
4.886
4.652
7.172
2.935
3.656
3.635
2.746
2.691
4.568
10.567
2.552
4.127
1.199
2.993
3.34
RNA_SAMPLE_00112
SSA_West
West
true
false
Female
53
Tumor
Luminal_A
true
59.93
16,458
10.599
10.943
11.429
10.802
10.056
9.92
11.101
8.384
7.138
6.01
7.059
4.196
2.834
4.539
3.817
6.665
4.523
3.759
5.107
5.521
3.879
4.952
6.655
5.98
4.424
3.35
7.25
5.583
6.095
6.407
10.137
6.193
5.46
5.271
2.931
3.346
RNA_SAMPLE_00113
SSA_West
West
true
false
Female
43
Normal_breast
Normal_like
false
48.32
15,227
10.329
10.25
10.042
5.229
5.163
7.329
6.492
4.866
4.577
5.615
6.942
4.456
1.436
4.536
4.748
6.999
4.552
4.939
5.25
4.312
4.231
5.359
3.611
3.815
4.534
4.248
5.25
4.463
4.01
5.289
9.662
2.733
2.948
3.36
3.947
2.812
RNA_SAMPLE_00114
SSA_West
West
true
false
Female
34
Tumor
Luminal_A
true
57.87
16,962
10.757
10.475
10.953
8.389
10.416
11.793
9.393
6.558
6.253
6.27
5.772
5.89
3.963
2.695
2.558
5.562
3.332
6.553
4.986
5.85
5.892
6.369
5.943
6.169
5.217
4.003
8.151
6.353
5.972
5.159
9.834
5.321
5.076
6.462
2.688
3.543
RNA_SAMPLE_00115
SSA_West
West
true
false
Female
51
Normal_breast
Normal_like
false
41
17,619
9.903
11.537
10.432
3.265
6.852
5.582
5.047
5.642
5.664
5.415
6.135
3.803
4.28
2.874
4.419
4.283
3.675
4.594
4.524
5.835
3.692
5.984
4.439
2.782
2.713
3.523
4.444
3.867
2.79
3.221
9.046
3.207
2.928
3.491
2.584
3.573
RNA_SAMPLE_00116
SSA_West
West
true
false
Female
44
Tumor
Luminal_B
true
76.23
17,769
10.552
10.206
11.254
10.533
7.851
7.946
9.279
8.372
8.483
9.843
6.329
4.048
4.865
4.853
3.223
4.892
5.041
7.203
4.522
5.208
6.198
4.52
5.732
3.79
4.473
4.347
6.164
5.131
6.228
5.961
11.039
5.51
3.841
4.334
2.507
3.144
RNA_SAMPLE_00117
SSA_West
West
true
false
Female
53
Tumor
Luminal_A
true
58.65
16,792
12.109
10.444
11.395
9.853
7.821
10.191
11.119
7.133
6.756
6.524
6.305
4.575
2.979
2.732
3.993
5.2
6.781
5.967
4.722
4.47
4.984
7.604
5.286
6.182
3.125
3.325
5.812
7.701
4.709
5.37
10.721
6.274
5.35
5.541
2.282
1.942
RNA_SAMPLE_00118
SSA_West
West
true
false
Female
50
Tumor
Luminal_A
true
50.83
15,951
10.813
10.09
10.825
9.685
9.437
10.885
9.041
7.936
7.331
5.51
8.002
2.17
5.052
3.9
1.605
4.205
5.095
6.368
5.329
5.324
5.536
3.704
6.242
6.706
5.01
3.919
5.115
4.918
4.867
8.265
9.937
5.724
5.68
5.114
2.255
3.415
RNA_SAMPLE_00119
SSA_West
West
true
false
Female
68
Tumor
Luminal_A
true
51.34
17,722
10.182
10.482
10.481
11.399
7.566
12.331
9.194
6.377
6.913
6.828
7.644
4.232
5.944
4.378
3.359
4.947
4.921
6.793
7.255
6.404
2.652
3.478
5.493
5.35
4.318
5.427
7.202
6.175
4.476
4.771
10.054
5.333
4.026
5.528
1.598
0.869
RNA_SAMPLE_00120
SSA_West
West
true
false
Female
47
Tumor
Basal_like
true
53
18,647
11.461
9.903
9.941
2.761
1.559
3.366
2.745
9.916
8.178
9.444
7.816
10.671
10.446
9.977
8.578
5.201
5.408
4.656
4.757
3.297
4.796
6.108
5.215
5.219
4.99
5.82
8.773
6.645
6.218
6.087
10.473
5.375
5.378
5.431
2.246
1.134
RNA_SAMPLE_00121
SSA_West
West
true
false
Female
39
Normal_breast
Normal_like
false
44.65
16,748
11.205
10.97
10.253
4.709
7.125
4.417
5.539
6.689
5.124
4.707
6.16
3.586
3.735
5.318
0.446
5.159
4.034
4.593
4.913
4.392
5.206
5.347
5.183
5.1
3.694
3.712
4.079
3.058
5.27
3.909
9.677
3.317
2.908
3.994
4.716
4.074
RNA_SAMPLE_00122
SSA_West
West
true
false
Female
52
Normal_breast
Normal_like
false
57.51
15,282
9.923
10.945
9.55
1.983
6.198
5.944
5.877
6.39
4.975
4.622
5.797
2.643
3.214
3.803
3.899
4.467
4.31
3.68
4.013
6.637
4.761
5.17
3.658
7.307
3.025
2.742
3.939
3.108
4.365
2.488
10.91
3.752
2.905
1.676
3.35
4.05
RNA_SAMPLE_00123
SSA_West
West
true
false
Female
52
Tumor
Basal_like
true
50.32
15,742
11.225
10.777
10.762
2.527
1.836
1.94
2.456
9.809
9.498
10.46
5.825
8.883
11.806
10.206
9.578
7.012
6.671
5.021
6.971
7.187
5.791
5.269
3.998
7.346
3.835
3.033
6.611
7.508
7.736
5.828
9.921
5.5
6.281
5.974
3.216
3.732
RNA_SAMPLE_00124
SSA_West
West
true
false
Female
65
Tumor
Basal_like
true
49.1
17,505
10.811
10.675
10.575
2.134
1.43
4.727
3.359
10.093
8.47
8.043
5.588
10.637
8.762
11.076
11.799
4.064
5.4
7.528
6.674
4.72
6.162
4.965
5.287
4.475
4.315
5.216
6.022
7.145
6.45
7.579
9.63
6.744
6.045
5.695
3.224
2.628
RNA_SAMPLE_00125
SSA_West
West
true
false
Female
59
Tumor
Basal_like
true
55.77
17,314
10.101
10.399
10.231
2.572
2.587
3.268
1.665
8.192
7.531
9.271
7.197
10.41
10.532
10.493
10.805
7.297
8.219
6.798
6.864
5.285
5.403
5.391
5.17
5.615
4.862
4.357
6.219
6.626
5.54
7.303
9.669
4.576
5.869
5.909
2.312
3.499
RNA_SAMPLE_00126
SSA_West
West
true
false
Female
54
Tumor
Luminal_B
true
65.07
19,369
10.582
10.673
10.397
9.494
8.995
9.988
8.566
8.472
7.762
6.158
7.928
1.902
3.809
3.827
3.99
5.547
5.537
5.863
5.391
7.854
5.192
4.4
4.231
6.092
2.868
3.211
4.646
6.457
7.331
5.056
10.338
2.89
4.404
5.482
2.75
3.795
RNA_SAMPLE_00127
SSA_West
West
true
false
Female
66
Tumor
Basal_like
true
42.13
16,118
10.926
10.92
10.958
2.208
0.856
1.221
4.316
7.741
7.584
9.68
4.741
12.651
13.781
10.211
10.871
4.475
7.332
4.061
4.96
5.607
5.993
4.164
5.012
4.005
4.015
3.579
5.864
7.151
6.782
7.061
9.897
6.074
5.472
5.107
3.456
2.661
RNA_SAMPLE_00128
SSA_West
West
true
false
Female
37
Tumor
Basal_like
true
57.36
18,281
11.187
10.551
11.136
0.722
1.709
1.248
1.998
9.735
9.556
9.42
5.937
10.309
11.941
8.644
9.7
6.711
7.828
5.954
6.039
4.339
5.013
6.137
6.921
5.236
3.581
4.363
4.885
7.736
5.269
6.814
10.239
6.002
5.704
5.502
3.343
3.668
RNA_SAMPLE_00129
SSA_West
West
true
false
Female
43
Tumor
Basal_like
true
74.37
15,676
9.78
9.927
9.793
0.8
0.673
1.584
2.855
9.626
8.378
8.464
7.811
11.214
10.707
10.646
10.153
8.303
6.11
6.449
4.651
4.927
5.004
5.938
4.802
5.543
3.754
3.309
5.359
6.327
6.603
6.306
9.334
5.39
5.242
4.667
3.066
4.448
RNA_SAMPLE_00130
SSA_West
West
true
false
Female
40
Tumor
Basal_like
true
58.8
15,246
11.434
11.329
11.416
1.958
1.216
1.107
3.141
10.606
8.08
6.48
5.782
9.415
9.651
10.214
10.992
5.519
6.436
6.174
3.995
5.99
5.094
4.363
4.847
5.683
4.342
4.88
6.937
5.328
3.546
6.621
10.505
5.338
6.028
4.699
2.723
2.264
RNA_SAMPLE_00131
SSA_West
West
true
false
Female
46
Tumor
Luminal_B
true
65.58
15,907
11.73
10.449
11.099
8.511
10.338
10.3
8.676
8.275
9.274
8.304
6.379
4.084
3.102
4.181
3.055
5.873
3.711
4.378
4.707
5.356
4.139
4.705
6.2
6.307
2.02
3.772
7.275
6.386
6.407
6.564
9.233
5.171
5.377
5.086
2.685
2.962
RNA_SAMPLE_00132
SSA_West
West
true
false
Female
35
Tumor
Luminal_A
true
50.88
17,736
9.982
10.292
11.041
10.29
9.516
8.288
9.954
5.87
6.98
5.983
5.049
1.84
2.988
3.631
2.103
4.742
6.292
6.61
5.777
5.243
4.941
5.985
5.215
6.328
5.175
4.669
5.502
5.58
4.356
5.947
9.933
3.898
6.891
5.445
2.328
4.643
RNA_SAMPLE_00133
SSA_West
West
true
false
Female
57
Tumor
Luminal_B
true
56.03
17,996
10.744
10.469
10.532
10.437
9.876
8.878
6.95
8.304
6.754
8.539
6.586
3.269
3.234
5.225
1.88
6.238
5.842
5.427
5.052
5.938
5.104
5.096
5.557
7.048
2.938
4.751
5.857
5.779
4.473
4.244
10.272
3.985
5.813
4.187
3.441
2.539
RNA_SAMPLE_00134
SSA_West
West
true
false
Female
48
Tumor
Luminal_A
true
55.01
15,903
10.918
11.058
10.542
10.591
10.013
8.666
10.379
6.199
3.886
6.109
5.106
2.022
3.201
3.41
2.498
6.027
5.385
5.076
5.543
6.585
3.565
6.67
4.945
4.799
3.938
3.502
4.96
6.847
6.16
4.082
10.539
5.423
3.812
5.144
3.496
1.717
RNA_SAMPLE_00135
SSA_West
West
true
false
Female
34
Tumor
Luminal_B
true
62.28
16,189
10.971
10.233
11.221
8.756
8.385
8.277
9.874
7.277
9.06
8.213
5.914
4.031
4.056
2.298
4.01
6.042
6.628
6.584
7.889
5.501
5.998
4.954
7.196
4.698
5.955
5.84
5.215
7.036
6.457
5.588
9.891
5.212
5.289
6.195
3.457
2.384
RNA_SAMPLE_00136
SSA_West
West
true
false
Female
39
Tumor
Luminal_A
true
65.95
14,902
10.507
10.555
11.029
11.771
10.218
9.639
9.302
7.335
6.305
5.997
7.751
4.903
2.349
1.704
3.383
4.36
4.223
4.459
6.547
6.085
7.712
4.922
6.697
5.944
3.799
4.168
5.439
6.259
6.987
5.631
10.679
6.017
6.195
4.062
2.961
3.568
RNA_SAMPLE_00137
SSA_West
West
true
false
Female
53
Normal_breast
Normal_like
false
41.31
13,428
10.487
10.294
10.414
5.029
7.66
5.038
6.086
5.519
3.311
6.466
5.626
3.688
4.769
3.443
4.558
2.924
5.618
4.984
4.999
4.242
4.803
4.777
3.975
5.322
5.216
2.521
4.49
3.58
3.464
4.075
10.072
3.148
2.095
3.872
4.065
4.475
RNA_SAMPLE_00138
SSA_West
West
true
false
Female
59
Tumor
Luminal_A
true
69.72
14,694
11.015
10.618
11.209
9.199
10.935
8.945
10.402
6.784
6.345
5.468
6.431
4.607
5.285
5.845
4.132
5.751
5.949
7.429
6.021
5.578
5.252
5.356
5.848
4.824
3.736
4.243
5.548
6.596
6.674
6.263
10.392
5.094
1.966
4.299
3.566
2.329
RNA_SAMPLE_00139
SSA_West
West
true
false
Female
72
Tumor
Basal_like
true
66.84
18,093
10.567
10.405
10.705
1.956
2.627
0
1.266
7.988
6.482
8.505
4.3
10.035
9.914
11.044
10.2
4.609
6.647
8.72
7.375
6.111
5.324
5.058
4.996
5.717
3.278
4.498
5.836
4.786
5.822
7.751
10.111
2.658
4.961
6.223
2.761
3.419
RNA_SAMPLE_00140
SSA_West
West
true
false
Female
82
Tumor
Basal_like
true
56.84
17,220
10.718
10.377
10.986
3.532
2.385
2.104
1.157
9.938
8.489
9.561
6.562
11.685
11.707
11.664
8.993
5.441
4.928
4.86
7.825
4.613
4.486
5.45
4.829
7.536
4.054
4.701
5.72
4.838
5.771
5.782
9.42
4.22
5.609
5.231
1.766
3.085
RNA_SAMPLE_00141
SSA_West
West
true
false
Female
55
Tumor
Basal_like
true
66.1
18,437
9.49
10.335
10.015
1.348
3.389
1.273
1.525
8.171
10.626
6.7
5.244
9.461
8.435
11.823
8.336
5.841
6.221
5.549
4.566
5.349
4.814
6.228
5.965
7.25
4.399
4.83
6.141
8.212
6.51
6.397
10.432
4.984
5.1
5.932
3.586
3.478
RNA_SAMPLE_00142
SSA_West
West
true
false
Female
39
Normal_breast
Normal_like
false
49.36
15,324
10.98
9.953
10.501
2.589
6.24
4.717
4.744
4.878
5.619
7.392
3.447
2.481
3.774
2.628
4.503
4.632
5.685
4.552
5.345
4.139
6.744
3.47
4.363
3.722
4.52
4.286
2.782
4.997
3.301
4.387
10.498
2.804
3.728
2.885
4.271
3.781
RNA_SAMPLE_00143
SSA_West
West
true
false
Female
27
Normal_breast
Normal_like
false
35.05
14,851
10.063
11.196
9.818
6.725
5.321
5.906
4.12
4.691
4.335
7.103
4.311
4.884
4.901
4.867
2.787
6.605
6.812
5.167
4.335
4.225
5.425
5.058
5.164
3.787
3.83
4.829
4.815
3.586
3.891
2.532
9.468
2.728
3.507
2.435
3.171
4.606
RNA_SAMPLE_00144
SSA_West
West
true
false
Female
53
Normal_breast
Normal_like
false
46.62
13,993
10.906
10.729
10.396
5.149
5.88
6.039
5.709
5.121
4.393
4.453
4.828
2.347
2.206
3.392
4.687
2.727
4.409
5.073
5.872
6.62
4.768
6.775
5.41
5.733
2.841
4.208
4.901
3.311
1.394
4.149
9.828
4.075
2.569
2.436
3.063
3.496
RNA_SAMPLE_00145
SSA_West
West
true
false
Female
41
Tumor
Luminal_B
true
81.34
15,096
10.032
10.673
11.687
9.742
10.552
8.615
7.61
7.551
7.875
8.011
7.086
4.709
3.146
2.887
2.554
5.705
5.606
6.591
7.047
4.413
5.521
5.315
4.117
5.025
5.71
3.731
5.201
5.948
6.912
5.695
10.102
3.172
5.458
5.177
3.708
1.506
RNA_SAMPLE_00146
SSA_West
West
true
false
Female
45
Normal_breast
Normal_like
false
47.58
16,157
10.222
10.526
10.295
5.115
6.667
4.077
5.45
5.252
5.938
4.878
5.969
3.434
3.643
3.598
4.286
5.342
3.687
5.017
5.341
6.316
4.092
5.485
4.687
5.173
2.834
3.788
4.319
3.03
5.449
2.456
10.43
1.057
2.796
3.384
4.57
3.916
RNA_SAMPLE_00147
SSA_West
West
true
false
Female
43
Tumor
Basal_like
true
58.07
17,680
11.175
11.39
10.055
1.799
0
0.632
1.296
9.865
8.519
8.711
6.1
9.695
8.106
9.605
10.355
6.768
6.094
6.752
7.225
6.509
5.655
4.477
4.379
4.463
3.333
4.389
8.387
6.712
6.416
7.462
9.337
6.334
6.274
5.547
4.675
3.892
RNA_SAMPLE_00148
SSA_West
West
true
false
Female
48
Tumor
Basal_like
true
60.36
16,827
10.484
10.635
10.649
1.681
1.786
0.808
1.432
7.403
9.414
9.08
5.677
11.563
9.464
9.647
8.723
7.323
6.906
7.63
7.883
5.118
4.86
3.884
4.512
5.208
2.445
3.33
6.417
7.393
5.783
6.628
11.491
4.055
6.369
5.805
4.013
3.774
RNA_SAMPLE_00149
SSA_West
West
true
false
Female
62
Tumor
Basal_like
true
54.69
17,002
9.97
10.439
10.715
2.304
2.789
3.583
1.564
10.145
9.267
7.693
5.65
10.639
9.496
9.251
9.211
5.756
5.435
7.53
3.849
5.6
5.975
4.633
5.291
5.192
4.23
4.897
7.073
5.9
4.996
6.665
9.475
5.078
5.679
5.152
3.245
5.01
RNA_SAMPLE_00150
SSA_West
West
true
false
Female
52
Tumor
Basal_like
true
65.49
18,613
10.955
10.739
10.963
2.477
2.863
2.059
0.692
7.532
9.461
7.874
6.486
12.106
10.235
11.954
10.811
6.326
6.373
5.469
5.341
4.02
4.84
7.425
4.156
4.441
3.575
3.617
6.769
5.888
6.301
5.65
9.62
5.452
5.392
7.085
2.977
2.832
RNA_SAMPLE_00151
SSA_West
West
true
false
Female
48
Tumor
Luminal_B
true
40.02
17,287
9.712
10.976
10.771
9.798
8.366
9.027
9.676
7.07
8.61
8.564
7.165
5.894
4.619
1.991
5.186
4.842
6.298
5.796
2.858
6.044
5.301
5.086
5.12
6.21
3.471
5.302
4.48
6.296
6.772
6.748
10.147
4.835
4.56
4.022
2.451
2.231
RNA_SAMPLE_00152
SSA_West
West
true
false
Female
39
Normal_breast
Normal_like
false
41
17,164
9.64
11.063
9.882
4.478
4.462
4.39
6.423
5.588
4.767
7.707
4.983
3.572
2.677
2.534
2.86
5.652
5.371
6.091
4.083
5.531
5.275
5.391
4.223
4.065
4.285
4.586
3.382
4.609
5.199
3.638
8.849
1.949
2.459
2.643
3.971
3.987
RNA_SAMPLE_00153
SSA_West
West
true
false
Female
32
Tumor
Luminal_B
true
57.82
17,815
10.32
11.332
11.17
9.867
8.34
8.884
9.723
7.8
7.301
7.261
6.609
2.607
7.444
1.657
2.823
6.096
4.819
5.148
5.895
6.429
5.254
6.33
3.972
4.955
4.745
6.076
5.035
4.859
6.341
6.053
9.425
4.027
4.589
5.417
2.733
3.937
RNA_SAMPLE_00154
SSA_West
West
true
false
Female
45
Normal_breast
Normal_like
false
48.91
15,721
10.639
10.298
10.917
4.283
4.946
5.086
5.882
5.631
4.185
4.044
5.079
1.655
4.709
3.231
2.097
3.611
5.113
5.086
4.032
4.898
3.984
4.767
6.328
6.918
3.609
4.189
4.392
2.279
2.85
1.684
10.359
4.556
3.853
3.036
3.923
3.718
RNA_SAMPLE_00155
SSA_West
West
true
false
Female
49
Normal_breast
Normal_like
false
58.48
15,258
10.531
9.948
10.801
5.35
5.897
6.499
3.865
4.704
4.559
4.471
3.883
2.627
2.182
4.49
3.953
5.108
2.873
6.749
4.391
6.57
5.674
4.792
6.839
5.511
3.594
3.448
5.032
3.463
3.621
3.403
9.395
2.444
4.418
3.806
4.188
3.562
RNA_SAMPLE_00156
SSA_West
West
true
false
Female
69
Normal_breast
Normal_like
false
45.59
14,560
11.394
10.645
10.874
5.7
4.614
5.603
4.424
6.195
4.251
4.428
5.813
2.662
3.237
0.335
3.113
5.394
4.174
5.359
4.784
5.979
4.339
4.783
3.677
4.917
3.421
4.664
3.375
3.576
3.325
4.027
11.591
0.202
2.962
3.94
3.588
4.422
RNA_SAMPLE_00157
SSA_West
West
true
false
Female
51
Tumor
Basal_like
true
69.42
16,668
10.374
11.168
10.948
1.938
2.611
2.96
1.947
9.305
9.522
8.538
6.988
9.263
10.342
11.421
9.232
7.171
6.49
7.625
6.913
5.354
5.708
5.741
7.321
5.576
4.176
4.124
6.689
5.366
6.117
5.488
9.295
6.143
5.521
4.907
2.88
2.803
RNA_SAMPLE_00158
SSA_West
West
true
false
Female
61
Normal_breast
Normal_like
false
50.42
13,191
9.954
9.779
10.05
4.777
4.465
6.264
7.34
5.826
4.435
5.21
4.934
2.769
5.09
5.909
1.736
6.24
4.209
4.538
5.083
6.393
5.253
5.371
5.768
5.91
4.26
4.716
3.402
2.266
5.825
2.962
9.573
2.735
2.597
2.419
4.371
4.379
RNA_SAMPLE_00159
SSA_West
West
true
false
Female
45
Tumor
Basal_like
true
64.96
17,668
10.492
10.491
11.26
1.479
1.459
2.929
1.981
8.495
8.504
10.124
6.386
10.784
9.1
10.789
10.245
5.388
5.698
6.996
7.542
4.548
4.662
6.125
5.132
5.997
3.92
4.819
5.126
7.049
4.401
7.425
9.973
5.853
5.69
4.135
4.093
3.268
RNA_SAMPLE_00160
SSA_West
West
true
false
Female
37
Tumor
Luminal_B
true
66.05
16,040
10.82
10.045
10.775
8.06
14.007
9.605
10.331
7.75
8.399
8.905
6.227
3.193
5.167
3.738
3.103
4.869
4.278
3.541
3.804
5.541
6.104
7.767
5.463
4.348
4.274
4.933
7.03
6.933
6.573
6.095
10.589
4.052
3.393
6.675
2.962
3.427
RNA_SAMPLE_00161
SSA_West
West
true
false
Female
39
Tumor
Luminal_B
true
37.59
18,853
11.278
9.917
10.541
9.266
7.736
9.489
10.046
8.324
6.434
6.963
7.176
3.701
3.725
3.682
1.835
6.306
6.127
6.022
5.93
5.244
4.954
4.584
6.889
5.482
2.805
4.274
3.916
6.248
6.143
5.458
9.248
5.45
4.934
3.447
3.963
2.248
RNA_SAMPLE_00162
SSA_West
West
true
false
Female
42
Normal_breast
Normal_like
false
39.45
16,630
11.03
10.29
9.874
4.59
5.063
6.716
6.795
5.166
5.65
4.791
4.127
1.699
3.888
4.58
2.887
5.988
4.415
4.884
4.579
6.113
5.443
4.947
5.069
3.93
1.79
3.322
3.806
4.531
3.837
3.531
7.642
3.422
3.169
3.651
4.022
4.917
RNA_SAMPLE_00163
SSA_West
West
true
false
Female
73
Normal_breast
Normal_like
false
45.6
14,951
10.62
10.83
10.708
5.978
5.769
5.307
6.401
3.326
4.371
6.592
4.327
3.406
5.165
3.349
2.499
5.998
4.511
4.579
2.82
4.885
5.615
4.612
3.847
4.568
3.246
3.572
3.482
5.665
4.302
2.26
10.057
2.968
3.956
2.875
3.852
5.49
RNA_SAMPLE_00164
SSA_West
West
true
false
Female
41
Tumor
Luminal_B
true
51.45
17,957
10.732
10.45
10.376
10.358
9.465
9.601
9.89
8.342
6.939
6.428
8.84
4.25
4.095
6.165
2.723
2.977
3.688
4.969
5.617
6.752
6.259
3.194
8.021
5.131
5.405
4.791
6.005
5.763
4.888
4.712
9.867
3.889
6.318
5.078
4.674
2.652
RNA_SAMPLE_00165
SSA_West
West
true
false
Female
59
Normal_breast
Normal_like
false
45.28
15,709
10.37
10.987
11.219
6.599
6.864
6.318
4.951
6.14
5.698
4.382
4.509
3.39
4.834
3.64
3.493
4.641
4.447
3.636
5.595
4.084
5.061
4.632
5.69
4.692
2.894
4.69
3.174
4.155
5.274
3.27
9.917
2.655
3.105
2.945
4.736
3.503
RNA_SAMPLE_00166
SSA_West
West
true
false
Male
40
Tumor
Luminal_B
true
70.19
18,925
10.828
10.305
10.679
8.875
10.772
8.897
10.383
8.111
8.046
7.646
7.039
5.068
3.123
5.152
5.729
4.908
6.708
6.548
6.369
4.928
5.393
5.391
7.382
5.491
4.135
3.267
5.028
5.316
6.361
4.576
9.467
3.511
6.122
5.085
3.248
2.128
RNA_SAMPLE_00167
SSA_West
West
true
false
Female
60
Tumor
Basal_like
true
69.29
18,803
10.733
10.46
10.976
2.735
2.87
2.664
2.964
8.307
9.912
8.546
3.29
9.944
9.835
10.789
11.506
6.493
8.309
5.775
4.312
5.75
5.01
4.523
5.232
4.795
3.684
5.67
6.624
6.235
8.098
6.205
9.016
4.439
5.436
4.186
2.062
2.695
RNA_SAMPLE_00168
SSA_West
West
true
false
Female
54
Tumor
Basal_like
true
69.06
18,550
11.03
10.698
10.415
2.388
3.782
2.141
1.538
8.842
8.733
9.549
5.036
10.987
11.182
10.913
9.197
6.151
5.773
6.226
5.633
6.619
5.668
4.044
4.303
6.584
4.138
3.949
7.629
6.348
5.305
5.372
10.502
7.124
6.172
5.194
2.819
3.039
RNA_SAMPLE_00169
SSA_West
West
true
false
Female
48
Normal_breast
Normal_like
false
33.84
15,028
10.792
11.386
11.045
7.43
7.181
6.895
5.526
5.345
3.33
5.13
5.566
3.16
1.65
5.399
3.987
6.521
5.542
6.168
5.963
4.389
4.542
4.614
4.13
6.589
3.838
4.214
2.669
4.819
3.591
5.261
9.452
4.066
3.753
2.627
5.134
4.919
RNA_SAMPLE_00170
SSA_West
West
true
false
Female
50
Tumor
Luminal_B
true
63.92
15,807
11.1
10.733
10.725
9.074
8.97
8.134
7.485
6.278
8.299
5.576
8.026
4.607
3.637
5.232
3.688
5.919
3.542
3.258
5.265
5.881
6.355
5.34
5.722
6.208
4.185
4.829
4.871
4.344
5.466
6.775
9.431
5.521
4.178
4.534
3.194
2.466
RNA_SAMPLE_00171
SSA_West
West
true
false
Female
43
Normal_breast
Normal_like
false
46.02
11,869
10.92
10.441
10.027
7.333
4.711
4.984
4.538
6.104
6.434
6.334
6.324
2.783
5.507
3.265
1.649
4.374
5.126
4.155
4.947
5.483
5.37
5.59
4.838
4.345
2.477
3.721
3.463
3.882
1.929
2.482
10.408
1.692
2.848
2.335
3.285
4.068
RNA_SAMPLE_00172
SSA_West
West
true
false
Female
55
Tumor
Luminal_B
true
60.23
17,655
10.149
10.258
11.262
8.775
9.366
8.503
9.455
5.511
9.151
7.545
6.051
2.725
3.684
3.868
4.169
4.307
6.371
4.976
4.926
5.296
6.097
5.469
5.012
5.209
5.397
5.25
6.366
6.149
8.314
6.464
10.144
4.838
5.285
2.564
3.822
1.983
RNA_SAMPLE_00173
SSA_West
West
true
false
Female
45
Normal_breast
Normal_like
false
44.26
13,319
10.132
10.33
10.945
6.789
7.441
5.602
5.281
5.78
4.146
4.034
4.633
3.459
1.02
4.78
3.788
5.598
3.23
4.135
4.084
4.818
4.97
5.783
5.089
4.333
5.769
3.561
3.093
2.115
4.09
4.691
9.088
3.5
3.067
1.581
4.501
3.788
RNA_SAMPLE_00174
SSA_West
West
true
false
Female
37
Tumor
Luminal_B
true
50.99
18,148
11.169
10.126
10.847
9.203
8.932
8.484
8.852
8.939
8.409
6.072
5.157
1.771
2.37
3.094
3.457
5.434
5.466
5.451
6.644
3.991
5.801
5.796
4.364
5.98
4.635
4.261
3.582
6.964
6.227
6.404
7.287
4.575
3.853
6.035
2.116
4.183
RNA_SAMPLE_00175
SSA_West
West
true
false
Female
36
Tumor
Luminal_A
true
67.62
17,265
11.268
10.228
10.317
10.922
9.06
8.674
9.679
5.618
8.365
7.275
6.224
2.298
3.906
4.925
3.849
4.549
4.063
5.122
5.816
5.077
6.407
5.974
5.714
5.957
3.05
3.852
4.96
6.384
4.975
6.082
9.868
5.48
4.043
5.361
2.144
2.229
RNA_SAMPLE_00176
SSA_West
West
true
false
Female
52
Normal_breast
Normal_like
false
48.86
16,433
10.079
9.611
10.027
5.115
7.369
5.888
4.747
4.859
6.571
4.76
4.772
3.013
4.335
2.87
4.547
5.863
5.413
4.576
3.402
4.798
4.398
4.299
4.785
5.431
3.239
2.563
3.041
5.69
4.549
3.042
11.031
2.808
4.822
3.21
4.452
4.67
RNA_SAMPLE_00177
SSA_West
West
true
false
Female
67
Normal_breast
Normal_like
false
61.89
14,473
11.2
10.188
10.319
5.509
6.42
5.17
7.151
6.326
5.04
4.034
6.001
0.985
4.39
2.511
5.008
3.414
4.138
5.238
5.402
4.437
4.701
5.857
5.906
4.683
3.254
2.568
4.254
4.813
4.151
3.075
11.429
1.317
3.703
3.173
4.375
3.371
RNA_SAMPLE_00178
SSA_West
West
true
false
Female
52
Tumor
HER2_enriched
true
58.78
17,352
10.657
9.803
11.556
6.65
6.035
6.099
7.684
7.757
7.532
9.35
12.263
3.788
6.306
5.354
3.922
6.49
6.341
5.912
6.384
6.064
6.323
5.597
5.256
5.715
5.372
4.867
6.173
6.556
8.166
7.249
10.121
6.412
5.066
5.763
4.5
3.523
RNA_SAMPLE_00179
SSA_West
West
true
false
Female
49
Normal_breast
Normal_like
false
62.97
14,899
10.262
11.08
9.586
5.68
6.531
6.063
3.397
3.654
4.886
5.475
5.514
3.493
4.376
4.024
3.346
5.338
4.153
5.437
3.953
5.439
5.417
4.731
5.571
6.388
2.882
4.659
5.086
3.793
4.801
3.745
11.005
0.809
4.156
2.11
4.072
3.349
RNA_SAMPLE_00180
SSA_West
West
true
false
Female
53
Normal_breast
Normal_like
false
61.97
14,725
10.229
11.06
10.866
5.166
4.509
4.374
6.775
5.419
5.173
5.492
3.051
3.111
3.142
4.678
1.737
5.854
6.594
3.081
4.817
5.449
5.786
3.052
5.304
4.803
3.545
5.662
3.784
4.45
3.88
4.241
10.442
3.715
2.378
3.122
4.15
2.682
RNA_SAMPLE_00181
SSA_West
West
true
false
Female
64
Tumor
Basal_like
true
52.37
18,069
10.469
12.006
11.182
2.452
3.51
2.773
2.184
7.586
9.665
10.397
5.207
8.309
9.217
12.611
10.596
7.76
6.319
5.803
8.435
5.166
5.276
5.915
5.239
6.2
4.701
4.737
5.883
4.838
5.668
5.756
10.234
4.848
4.328
4.583
3.31
3.55
RNA_SAMPLE_00182
SSA_West
West
true
false
Female
52
Tumor
Basal_like
true
55.95
16,519
11.007
10.783
11.293
1.842
1.169
3.086
1.689
8.211
9.893
10.449
5.983
9.295
12.342
10.952
10.764
5.896
7.43
5.192
5.096
7.205
4.724
6.364
6.741
5.689
3.507
4.867
7.892
6.842
5.754
6.806
8.892
4.721
5.293
5.549
2.038
3.2
RNA_SAMPLE_00183
SSA_West
West
true
false
Female
45
Normal_breast
Normal_like
false
54.17
14,742
9.421
10.552
11.407
5.958
5.516
5.128
6.077
5.208
5.707
3.904
5.121
2.947
3.946
1.165
3.029
5.342
5.504
4.77
2.64
5.577
6.426
4.245
4.617
5.726
4.55
4.787
5.015
2.468
3.521
4.626
9.931
3.293
2.896
2.651
3.807
3.103
RNA_SAMPLE_00184
SSA_West
West
true
false
Female
62
Tumor
Luminal_A
true
54.21
16,919
10.676
10.984
10.557
11.676
11.23
9.498
10.198
7.713
5.859
5.752
8.099
4.33
4.789
3.879
3.194
4.158
5.637
6.732
6.744
6.464
6.209
7.49
4.103
5.708
3.457
5.697
5.447
7.009
5.551
6.42
9.913
4.989
5.267
5.736
2.913
3.713
RNA_SAMPLE_00185
SSA_West
West
true
false
Female
55
Tumor
Basal_like
true
68.3
16,499
11.643
11.073
10.484
2.614
3.038
2.59
2.202
5.549
8.033
9.679
4.813
11.117
11.562
10.365
8.382
5.563
6.985
7.557
4.218
5.573
4.179
5.581
5.359
7.624
3.815
5.244
7.509
6.305
6.619
6.5
9.405
4.836
5.172
4.589
2.6
2.844
RNA_SAMPLE_00186
SSA_West
West
true
false
Female
67
Tumor
Basal_like
true
61.29
17,532
10.602
10.315
10.913
2.791
1.514
1.017
1.554
8.818
10.145
9.694
5.797
12.781
10.458
12.197
11.966
7.451
6.621
6.417
6.305
6.265
4.79
5.263
7
6.061
5.159
3.201
6.068
6.834
6.459
5.275
10.608
6.362
5.272
6.137
4.623
4.22
RNA_SAMPLE_00187
SSA_West
West
true
false
Female
52
Normal_breast
Normal_like
false
48.08
13,675
10.615
11.673
11.169
5.494
7.062
6.669
3.601
6.062
5.119
4.133
5.091
3.997
2.547
3.356
3.103
5.595
4.499
3.1
4.353
4.148
3.835
6.062
5.723
4.13
2.658
3.708
2.677
3.758
4.071
4.304
10.272
2.375
3.056
4.024
2.322
4.261
RNA_SAMPLE_00188
SSA_West
West
true
false
Female
37
Tumor
Luminal_A
true
50.57
18,684
11.109
11.093
10.273
10.264
10.375
7.629
10.147
7.113
5.086
7.102
6.9
5.158
3.004
3.713
3.91
2.692
5.145
5.586
3.143
6.107
5.577
5.572
6.149
5.13
4.339
5.079
6.055
4.156
6.052
6.064
10.72
4.725
4.218
4.22
4.154
3.231
RNA_SAMPLE_00189
SSA_West
West
true
false
Female
35
Tumor
Basal_like
true
71.13
18,843
10.328
10.29
10.636
2.614
0.598
2.455
2.404
7.875
7.91
9.444
7.873
10.146
10.896
9.774
10.784
5.675
6.041
8.749
6.407
4.092
6.079
6.516
6.108
5.341
3.474
3.497
6.31
6.133
5.942
7.715
10.737
6.514
4.869
4.763
3.062
3.332
RNA_SAMPLE_00190
SSA_West
West
true
false
Female
68
Normal_breast
Normal_like
false
50.57
15,416
11.293
10.391
10.904
6.018
5.595
6.261
4.732
4.031
5.433
3.362
5.512
2.146
5.322
3.024
5.244
4.589
4.546
5.666
5.093
4.94
4.636
4.645
7.122
3.492
2.718
4.859
5.102
3.077
2.248
5.272
9.163
2.607
3.077
2.142
4.74
4.017
RNA_SAMPLE_00191
SSA_West
West
true
false
Female
69
Normal_breast
Normal_like
false
42.94
14,047
11.148
10.361
10.807
5.49
3.745
6.247
6.574
6.842
3.099
1.842
5.639
2.781
1.784
3.629
2.961
3.524
4.717
5.367
4.975
5.164
5.399
3.478
4.954
5.216
3.46
3.054
3.254
3.707
4.914
5.527
11.059
1.751
2.249
3.526
5.041
3.227
RNA_SAMPLE_00192
SSA_West
West
true
false
Female
48
Tumor
Basal_like
true
61.47
15,641
10.838
10.378
10.791
0.788
0.366
5.098
2.069
11.135
10.509
7.364
6.162
8.947
10.145
8.238
8.611
5.445
5.754
6.339
5.264
5.634
6.522
5.747
5.439
5.807
3.009
5.157
5.302
8.052
7.271
7.057
10.48
5.498
4.871
4.747
4.401
3.083
RNA_SAMPLE_00193
SSA_West
West
true
false
Female
46
Tumor
Basal_like
true
51.08
17,620
10.871
10.535
10.251
2.736
2.946
2.322
2.072
8.218
9.48
8.365
4.528
11.851
9.264
8.224
12.071
4.556
5.91
5.204
5.576
7.502
5.409
5.824
6.211
4.918
5.268
4.638
7.254
5.775
6.944
6.491
10.904
5.068
7.126
5.771
2.9
2.806
RNA_SAMPLE_00194
SSA_West
West
true
false
Female
66
Tumor
Luminal_A
true
59.95
16,245
11.033
10.694
11.672
9.567
9.879
9.566
11.869
5.054
6.594
6.813
5.672
6.672
2.383
3.54
5.521
5.125
5.644
5.155
5.447
6.473
5.121
3.111
5.47
5.557
4.476
4.135
5.137
5.755
7.765
5.958
10.522
4.173
4.767
4.2
4.035
1.755
RNA_SAMPLE_00195
SSA_West
West
true
false
Female
38
Tumor
Luminal_A
true
62.98
17,408
10.838
9.528
9.689
10.117
9.077
9.357
9.575
5.447
5.275
6.5
4.894
2.893
2.699
3.472
6.365
4.518
5.906
5.721
6.06
5.308
6.797
6.117
6.131
4.227
4.387
3.841
5.138
5.374
5.944
6.457
10.785
5.748
5.234
5.044
2.74
2.802
RNA_SAMPLE_00196
SSA_West
West
true
false
Female
40
Tumor
HER2_enriched
true
53.76
16,485
10.877
11.47
10.625
5.192
6.969
3.998
7.043
7.067
9.157
8.024
12.121
7.5
3.995
3.799
5.094
7.525
6.179
6.045
6.169
4.596
5.661
5.146
6.69
6.218
3.109
4.045
7.028
5.518
5.421
6.038
10.276
6.33
5.686
7.47
2.459
3.592
RNA_SAMPLE_00197
SSA_West
West
true
false
Female
57
Tumor
Luminal_A
true
51.13
18,933
11.38
11.056
9.832
10.702
9.181
10.454
8.545
6.77
6.146
5.722
7.393
3.438
3.254
4.385
5.785
5.776
3.694
3.942
5.569
6.424
5.621
5.96
5.447
6.366
4.855
3.382
6.448
4.457
6.448
5.717
10.129
5.259
5.225
6.134
3.027
3.151
RNA_SAMPLE_00198
SSA_West
West
true
false
Female
46
Tumor
Luminal_B
true
70.64
19,276
10.691
10.444
10.469
9.451
8.797
7.251
10.123
8.815
9.147
9.344
7.491
4.313
5.208
2.542
3.577
5.441
6.422
4.961
4.788
5.112
5.923
5.439
4.194
4.372
4.423
4.453
6.028
5.529
6.788
6.369
10.268
5.296
6.278
4.181
2.663
2.731
RNA_SAMPLE_00199
SSA_West
West
true
false
Female
50
Tumor
Basal_like
true
70.06
16,551
10.304
10.647
10.752
3.196
1.62
1.313
1.09
8.656
11.564
9.382
6.398
10.5
10.665
11.444
11.175
6.649
6.316
5.948
6.724
5.575
7.419
6.446
4.893
4.447
3.942
3.325
6.042
5.53
6.173
6.185
10.118
5.334
4.778
6.472
3.322
2.564
RNA_SAMPLE_00200
SSA_West
West
true
false
Female
48
Tumor
Luminal_A
true
52.91
15,239
9.93
11.224
11.171
9.416
11.366
10.617
10.203
7.362
7.118
6.654
6.56
3.371
1.57
2.539
5.66
4.673
3.649
6.404
5.749
5.774
5.358
6.32
6.877
5.031
4.87
5.307
5.422
7.51
7.115
4.758
11.276
4.048
4.45
5.547
3.833
3.079