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_00301
SSA_West
West
true
false
Female
69
Tumor
Luminal_A
true
58.86
16,711
10.901
9.703
10.862
9.579
10.803
9.482
10.868
4.989
6.518
5.528
6.312
6.764
2.361
3.053
2.128
5.193
5.35
4.765
7.076
6.54
4.648
6.235
5.068
4.394
3.654
3.17
6.941
5.124
7.288
6.141
9.677
4.598
6.402
5.008
2.597
3.683
RNA_SAMPLE_00302
SSA_West
West
true
false
Female
33
Tumor
Luminal_B
true
64.68
15,814
10.703
9.796
10.683
9.314
9.448
8.001
8.261
8.247
9.25
8.092
6.742
5.164
4.155
4.214
4.957
5.404
4.567
5.345
6.612
7.203
4.403
6.974
5.17
5.518
5.83
3.931
5.726
5.357
6.038
6.312
9.45
6.16
4.402
5.399
3.021
3.995
RNA_SAMPLE_00303
SSA_West
West
true
false
Female
60
Tumor
Luminal_A
true
53.57
17,687
11.911
9.979
10.25
12.084
9.866
10.114
9.668
8.154
4.886
7.737
5.322
1.62
2.196
3.347
2.643
4.726
4.572
4.59
4.567
5.711
4.928
3.101
5.466
6.174
4.049
3.165
6.745
4.627
5.679
5.978
10.863
5.462
5.191
5.744
2.074
4.264
RNA_SAMPLE_00304
SSA_West
West
true
false
Female
46
Tumor
Basal_like
true
35.48
18,713
10.279
10.89
11.424
2.561
2.372
2.866
0.52
7.67
9.271
8.802
5.487
11.986
11.882
9.395
11.031
4.736
4.712
5.407
6.247
4.912
5.906
5.486
6.503
5.991
3.365
5.111
5.638
6.911
6.008
7.824
10.585
4.946
5.191
8.115
1.991
2.424
RNA_SAMPLE_00305
SSA_West
West
true
false
Female
49
Tumor
Luminal_A
true
54.63
15,609
10.173
10.646
10.938
8.407
9.499
9.196
8.83
7.496
5.735
5.13
7.68
5.001
3.785
2.371
3.167
4.845
5.451
6.216
5.475
5.497
5.038
6.098
5.831
3.846
2.697
4.002
6.971
7.167
6.763
5.849
11.172
4.422
4.727
3.863
2.724
2.311
RNA_SAMPLE_00306
SSA_West
West
true
false
Female
38
Normal_breast
Normal_like
false
62.3
16,609
10.532
10.733
10.198
2.963
4.738
6.248
5.938
4.608
5.74
4.529
3.858
4.388
2.766
4.732
1.103
4.23
5.397
5.294
4.579
5.259
5.126
3.66
4.673
5.205
4.256
3.741
3.448
2.666
4.753
4.643
10.79
2.137
3.098
2.446
4.037
6.325
RNA_SAMPLE_00307
SSA_West
West
true
false
Female
46
Normal_breast
Normal_like
false
57.23
14,093
10.374
10.319
10.562
3.976
5.824
3.382
3.827
7.002
4.639
6.426
4.19
0.978
2.239
6.726
1.807
6.576
5.145
4.92
4.051
4.189
5.508
6.187
5.177
5.666
3.417
5.756
4.239
6.033
3.035
3.955
10.857
3.114
3.414
2.218
3.676
3.3
RNA_SAMPLE_00308
SSA_West
West
true
false
Female
64
Tumor
Luminal_A
true
59.32
16,773
10.435
11.016
10.167
7.851
9.428
12.152
10.51
5.654
6.945
6.366
7.188
4.557
3.732
3.645
5.284
6.04
5.695
5.542
4.934
4.379
6.103
6.649
5.885
6.009
3.502
3.763
4.718
5.75
6.983
5.303
9.94
5.562
5.966
3.682
2.619
2.409
RNA_SAMPLE_00309
SSA_West
West
true
false
Female
56
Normal_breast
Normal_like
false
42.99
14,540
9.526
10.316
10.518
4.457
5.018
5.52
5.62
3.366
5.7
5.724
4.258
5.514
4.047
3.874
4.32
3.767
4.447
5.418
4.002
4.683
5.541
5.279
5.019
5.056
3.643
4.567
6.09
4.293
5.282
3.563
9.455
2.369
2.265
2.765
4.709
4.802
RNA_SAMPLE_00310
SSA_West
West
true
false
Female
69
Tumor
Basal_like
true
55.92
16,611
10.699
10.817
10.993
1.601
1.8
3.355
1.721
8.425
8.914
9.078
4.259
9.968
11.004
12.905
9.865
7.065
6.479
7.46
5.681
6.493
6.762
6.8
6.785
5.672
4.826
3.922
4.277
6.756
6.339
7.463
10.69
4.65
7.371
5.811
1.973
2.085
RNA_SAMPLE_00311
SSA_West
West
true
false
Female
63
Tumor
Luminal_A
true
42.58
17,916
10.437
10.28
10.378
9.699
10.576
8.356
8.93
6.965
5.906
7.082
6.303
5.39
3.75
4.972
4.121
6.078
4.748
6.667
5.716
4.642
3.601
5.626
6.857
4.684
3.453
4.015
7.101
4.163
5.35
4.994
10.45
4.886
4.723
4.856
3.628
3.897
RNA_SAMPLE_00312
SSA_West
West
true
false
Female
55
Tumor
Basal_like
true
68.2
17,690
11.392
10.234
10.894
4.349
0.163
1.466
0.964
9.289
10.438
9.538
5.583
11.155
10.152
10.733
11.242
8.053
6.749
6.518
8.335
3.74
5.417
4.833
5.285
6.044
5.183
3.832
7.169
5.602
5.22
6.571
9.825
6.692
7.203
5.013
1.551
1.906
RNA_SAMPLE_00313
SSA_West
West
true
false
Female
69
Tumor
Basal_like
true
53.31
17,248
10.569
10.071
11.593
2.663
3.759
0.199
3.273
8.851
8.608
9.024
5.101
10.328
11.636
8.144
12.297
6.692
6.19
7.236
6.664
5.068
4.804
6.85
4.169
5.323
3.031
4.739
6.403
5.25
5.631
6.544
10.228
3.95
4.936
5.628
3.968
3.671
RNA_SAMPLE_00314
SSA_West
West
true
false
Female
55
Tumor
Luminal_A
true
56.36
18,198
10.542
9.139
11.42
10.458
10.188
10.008
10.303
6.507
6.211
5.847
6.877
2.442
2.129
3.824
4.676
4.704
4.878
3.804
4.184
4.349
6.377
3.937
5.913
5.261
4.845
5.35
5.97
7.134
7.55
7.346
9.462
3.424
4.9
5.143
1.437
3.049
RNA_SAMPLE_00315
SSA_West
West
true
false
Female
59
Tumor
Basal_like
true
39.42
18,854
10.939
10.291
10.763
2.25
2.483
2.069
2.945
7.732
8.871
10.787
5.448
10.79
9.306
13.088
10.842
5.041
7.39
5.227
6.984
6.427
7.324
5.701
5.544
3.676
3.889
3.657
6.319
5.98
7.286
5.94
10.38
5.408
5.002
4.929
3.186
4.097
RNA_SAMPLE_00316
SSA_West
West
true
false
Female
47
Normal_breast
Normal_like
false
44.15
15,057
10.742
10.49
9.62
5.979
3.994
4.007
4.195
4.838
4.036
3.565
5.38
3.468
4.409
2.625
3.424
5.6
3.487
4.138
5.793
5.018
4.864
4.965
6.101
4.978
3.841
3.785
2.384
4.503
3.179
2.738
8.603
1.769
1.185
2.18
3.652
4.849
RNA_SAMPLE_00317
SSA_West
West
true
false
Female
51
Tumor
Luminal_A
true
60.49
17,304
11.34
9.274
10.896
10.315
10.824
8.204
9.426
5.569
5.212
8.813
6.234
4.613
4.347
1.772
2.87
5.56
5.895
5.831
7.253
6.319
6.091
6.371
6.718
4.939
2.878
3.754
4.626
5.017
6.1
5.447
10.518
5.243
5.292
3.988
2.298
1.472
RNA_SAMPLE_00318
SSA_West
West
true
false
Female
42
Tumor
Luminal_B
true
64.54
19,306
10.789
10.834
10.434
8.783
10.275
9.091
9.639
9.301
9.1
8.032
7.406
3.536
4.599
3.504
4.42
6.538
3.814
3.643
5.455
6.102
5.758
4.41
6.31
7.217
3.518
3.647
6.026
5.874
7.203
6.284
9.767
4.528
3.778
6.096
3.502
2.928
RNA_SAMPLE_00319
SSA_West
West
true
false
Female
61
Tumor
Luminal_A
true
60.87
16,870
9.817
9.989
10.598
9.779
9.988
11.698
9.714
5.737
6.553
5.103
6.956
2.63
3.77
3.284
3.33
6.127
6.234
7.533
6.194
5.28
4.931
5.812
6.815
6.271
3.659
4.707
6.222
7.049
6.301
6.264
9.055
5.634
3.888
5.072
2.559
2.512
RNA_SAMPLE_00320
SSA_West
West
true
false
Female
37
Tumor
Basal_like
true
64.66
16,996
9.503
10.601
10.506
3.257
0.758
3.917
2.857
8.722
8.581
8.362
6.119
9.555
10.359
9.196
11.355
6.469
5.832
6.058
5.607
5.782
4.37
6.312
5.656
5.096
4.829
4.65
5.454
7.807
4.003
7.59
9.869
6.292
6.652
5.158
2.696
3.252
RNA_SAMPLE_00321
SSA_West
West
true
false
Female
59
Normal_breast
Normal_like
false
40.93
14,601
10.292
9.907
10.265
6.253
6.181
5.323
5.562
4.696
3.239
3.983
5.959
4.937
2.47
4.843
2.059
4.283
4.681
4.527
4.108
5.114
5.699
3.692
5.114
5.868
3.429
3.308
3.149
6
5.493
3.705
10.944
2.579
2.876
2.152
2.526
3.536
RNA_SAMPLE_00322
SSA_West
West
true
false
Female
48
Tumor
Basal_like
true
56.6
17,511
11.027
10.639
10.204
1.342
3.591
2.629
3.423
10.777
8.343
9.82
4.898
11.74
11.493
7.963
10.983
5.443
5.96
5.64
7.208
4.885
4.349
4.773
5.307
5.869
5.376
4.762
7.084
7.238
7.317
7.533
12.004
6.141
5.729
5.128
3.248
3.923
RNA_SAMPLE_00323
SSA_West
West
true
false
Female
63
Tumor
HER2_enriched
true
50.25
18,510
10.487
10.584
10.961
5.473
6.459
4.848
6.876
8.696
8.496
8.775
11.78
5.53
4.751
4.651
2.878
7.365
4.837
7.615
5.758
6.596
6.438
6.366
5.542
4.425
4.136
4.017
6.398
5.272
6.214
3.577
9.76
5.601
4.874
5.284
3.13
3.81
RNA_SAMPLE_00324
SSA_West
West
true
false
Female
58
Normal_breast
Normal_like
false
58.44
15,366
10.485
10.678
11.4
6.001
5.761
6.573
5.548
4.147
5.459
5.17
4.781
4.152
1.325
2.851
2.446
4.025
4.646
3.89
6.477
5.406
4.285
3.434
4.475
4.703
3.229
6.088
2.346
4.051
3.87
3.751
8.448
2.966
3.144
3.568
4.387
4.975
RNA_SAMPLE_00325
SSA_West
West
true
false
Female
70
Tumor
Basal_like
true
43.63
16,718
11.952
11.23
9.973
2.088
0.953
1.568
4
9.958
7.48
8.235
5.801
10.183
10.876
9.571
10.061
5.514
5.932
7.004
6.597
4.869
6.519
6.457
5.499
5.268
5.886
5.746
4.985
7.694
8.224
7.157
9.626
5.223
6.868
6.168
3.438
4.866
RNA_SAMPLE_00326
SSA_West
West
true
false
Female
58
Tumor
Luminal_B
true
51.94
16,891
10.795
10.594
9.78
10.004
8.249
8.231
8.641
7.77
7.878
8.964
8.469
3.689
3.282
3.846
2.928
5.472
4.554
7.627
5.628
5.016
6.135
4.391
4.86
5.881
4.422
5.244
3.27
6.818
5.457
4.83
8.621
4.555
6.272
5.775
4.307
2.909
RNA_SAMPLE_00327
SSA_West
West
true
false
Female
33
Normal_breast
Normal_like
false
50.85
13,104
9.71
10.427
9.812
4.643
5.543
6.772
5.51
3.64
3.178
5.12
4.371
3.639
3.255
3.415
4.942
5.854
5.169
3.905
4.249
5.687
6.171
3.854
6.375
4.298
4.402
6.321
2.41
4.505
3.686
4.447
9.505
1.016
2.397
3.278
5.079
4.324
RNA_SAMPLE_00328
SSA_West
West
true
false
Female
49
Tumor
Basal_like
true
71.78
16,407
10.413
10.872
10.512
3.123
0.594
2.863
3.208
9.365
9.913
8.351
4.969
10.923
9.633
10.861
10.862
6.233
6.582
6.935
6.2
5.071
6.24
5.746
5.906
6.024
4.434
3.99
5.883
6.412
6.982
7.028
10.115
5.782
4.616
5.128
3.537
2.333
RNA_SAMPLE_00329
SSA_West
West
true
false
Female
37
Normal_breast
Normal_like
false
51.13
15,061
10.443
10.839
10.614
4.303
6.016
4.993
4.136
5.742
3.814
4.645
5.294
3.412
2.751
2.308
2.588
3.723
4.674
4.255
3.421
4.74
4.421
5.241
5.326
6.208
4.383
2.821
1.827
2.481
3.497
2.392
9.507
3.026
2.549
3.223
3.513
3.39
RNA_SAMPLE_00330
SSA_West
West
true
false
Female
44
Tumor
Basal_like
true
73.66
16,960
10.756
11.122
11.139
1.634
3.046
1.551
3.016
7.766
8.693
9.223
6.161
9.488
8.521
11.052
10.252
5.909
7.954
6.007
5.783
3.88
4.525
6.288
4.847
6.066
3.137
3.518
5.605
6.977
6.288
5.389
10.572
5.895
5.772
5.736
2.317
4.007
RNA_SAMPLE_00331
SSA_West
West
true
false
Female
67
Normal_breast
Normal_like
false
49.19
15,321
10.691
10.028
11.448
5.473
5.533
5.087
6.65
6.192
5.158
3.534
4.836
3.422
2.958
2.32
1.635
6.271
5.542
4.834
4.15
5.324
5.184
4.639
5.351
5.461
4.419
3.001
4.431
5.178
4.296
6.208
9.856
1.626
2.321
2.465
4.447
4.665
RNA_SAMPLE_00332
SSA_West
West
true
false
Female
57
Tumor
Basal_like
true
61.09
17,351
11.658
10.284
10.664
1.548
0.826
0
3.297
8.236
8.75
9.431
4.61
9.499
10.474
9.974
8.969
6.907
5.836
6.437
6.357
6.373
5.818
4.724
6.546
5.074
3.568
3.434
4.156
5.892
6.897
5.138
11.367
3.707
4.873
4.31
3.734
3.522
RNA_SAMPLE_00333
SSA_West
West
true
false
Female
42
Normal_breast
Normal_like
false
47.87
13,293
9.901
10.625
10.162
4.938
5.426
5.087
3.75
3.669
3.693
4.272
5.09
3.559
4.924
1.812
3.868
4.013
6.776
4.694
4.238
5.247
5.177
4.658
5.535
6.359
4.626
3.666
5.777
4.482
2.902
4.055
9.827
2.567
3.251
1.497
5.282
4.49
RNA_SAMPLE_00334
SSA_West
West
true
false
Female
39
Tumor
Basal_like
true
45.27
17,720
10.922
11.433
11.562
3.893
1.722
2.541
1.52
9.978
6.839
7.725
5.366
10.428
10.696
12.029
9.72
5.008
5.912
5.694
6.853
6.873
6.792
6.48
4.987
5.354
4.682
3.606
5.823
6.874
5.136
7.593
9.679
5.932
5.665
6.503
1.297
4.008
RNA_SAMPLE_00335
SSA_West
West
true
false
Female
50
Normal_breast
Normal_like
false
59.9
15,337
10.761
10.798
10.049
5.554
6.39
3.712
5.971
5.087
5.627
3.728
4.256
1.825
1.812
4.497
2.793
4.138
5.891
4.457
5.764
4.056
4.688
4.185
5.493
4.814
4.458
3.938
2.054
3.736
2.465
4.347
10.444
3.527
2.902
1.694
4.168
4.326
RNA_SAMPLE_00336
SSA_West
West
true
false
Female
37
Tumor
Basal_like
true
58.54
17,102
9.756
10.733
10.646
0.787
2.528
1.506
2.229
9.488
9.329
7.659
5.416
13.055
12.175
11.501
10.829
5.312
6.138
5.878
6.215
4.198
6.359
3.082
6.271
6.289
6.394
4.075
5.98
6.62
7.06
6.41
9.054
5.947
5.499
4.693
1.7
4.975
RNA_SAMPLE_00337
SSA_West
West
true
false
Female
43
Tumor
Luminal_A
true
66.66
17,671
10.643
11.045
10.174
10.199
10.243
8.972
9.896
6.087
5.736
5.961
5.093
4.775
5.375
2.388
4.832
5.468
5.49
4.205
4.942
5.98
4.622
4.832
5.043
2.433
4.595
4.873
6.365
6.943
5.556
7.811
9.324
4.82
4.741
5.149
2.808
2.918
RNA_SAMPLE_00338
SSA_West
West
true
false
Female
53
Normal_breast
Normal_like
false
44.57
14,473
9.383
10.901
9.989
5.009
4.44
6.07
4.957
2.557
5.281
4.253
4.977
4.499
2.315
3.439
2.574
5.787
4.879
4.777
3.559
5.675
5.789
4.31
5.138
5.529
5.796
4.152
4
3.844
3.904
4.767
9.294
3.746
1.767
3.533
4.756
4.645
RNA_SAMPLE_00339
SSA_West
West
true
false
Female
63
Tumor
Basal_like
true
62.16
17,473
10.5
10.138
10.825
2.069
2.924
1.859
2.159
9.287
9.572
9.949
4.846
11.342
10.283
11.271
12.274
4.192
7.514
6.182
5.445
5.106
4.572
5.957
4.569
6.584
4.923
4.504
4.464
5.177
6.42
6.474
10.752
3.17
4.893
6.17
2.73
2.626
RNA_SAMPLE_00340
SSA_West
West
true
false
Female
57
Tumor
Basal_like
true
47.1
18,270
10.458
11.247
11.433
3.317
1.968
1.516
1.448
10.968
8.788
10.053
6.282
10.006
10.196
11.92
10.538
5.846
5.493
6.62
5.784
6.034
7.79
5.966
7.124
4.857
4.916
5.43
7.88
7.779
6.517
7.39
9.186
6.786
4.738
6.503
3.835
3.83
RNA_SAMPLE_00341
SSA_West
West
true
false
Female
25
Tumor
Basal_like
true
76.52
18,262
10.037
10.995
9.755
1.909
1.578
2.638
1.177
8.207
9.501
10.175
5.803
13.288
10.088
11.316
10.91
5.957
7.611
5.41
4.224
5.386
5.269
6.457
4.375
5.971
4.662
4.591
7.544
6.477
6.552
6.95
9.918
4.417
5.172
5.293
2.55
2.747
RNA_SAMPLE_00342
SSA_West
West
true
false
Female
53
Tumor
Luminal_A
true
61.44
16,671
11.127
11.135
9.511
8.567
7.595
9.726
9.664
6.651
7.343
6.457
6.197
3.495
2.907
1.727
4.649
5.925
6.949
4.263
3.885
4.658
5.859
6.273
5.758
5.629
5.069
3.887
7.056
7.985
4.937
5.746
8.888
4.228
5.314
3.652
2.376
3.843
RNA_SAMPLE_00343
SSA_West
West
true
false
Female
51
Normal_breast
Normal_like
false
51.79
15,921
9.853
10.534
11.443
4.838
5.012
6.082
4.6
5.717
3.203
2.574
5.314
2.324
2.821
4.552
4.249
3.573
5.32
4.5
5.217
4.982
3.647
4.358
2.829
5.167
4.157
3.166
3.884
3.026
5.256
2.714
9.751
1.961
3.188
3.831
2.339
4.523
RNA_SAMPLE_00344
SSA_West
West
true
false
Female
55
Tumor
Basal_like
true
73.05
17,154
10.363
10.681
10.427
3.964
2.835
2.9
4.155
10.345
8.879
9.025
8.16
9.613
10.294
9.285
8.318
5.42
5.44
5.675
6.912
5.489
6.41
5.636
5.661
5.238
6.052
3.919
7.417
5.318
6.257
8.508
10.548
4.38
4.675
6.782
3.071
2.78
RNA_SAMPLE_00345
SSA_West
West
true
false
Female
68
Tumor
Luminal_A
true
53.77
16,619
11.407
10.35
10.399
10.6
8.96
9.065
10.006
6.531
5.691
6.973
7.019
1.132
4.437
2.817
4.467
7.58
5.433
4.855
6.879
4.745
7.203
5.083
4.936
7.629
4.627
5.76
5.974
5.903
3.075
7.012
10.308
4.911
5.474
5.031
2.245
3.29
RNA_SAMPLE_00346
SSA_West
West
true
false
Female
27
Normal_breast
Normal_like
false
48.47
15,889
10.36
10.266
10.228
4.616
4.977
5.932
4.75
3.825
5.789
4.862
5.768
3.236
2.814
1.408
2.144
3.927
5.081
4.691
3.774
2.497
5.416
5.79
5.868
4.132
4.724
4.309
4.561
3.391
3.867
5.832
11.342
2.961
3.153
1.244
4.963
4.597
RNA_SAMPLE_00347
SSA_West
West
true
false
Female
43
Tumor
HER2_enriched
true
62.76
16,277
10.733
11.433
10.881
8.632
6.811
5.081
5.589
7.79
9.358
9.654
13.516
4.601
5.562
6.537
6.86
4.769
6.62
4.807
5.398
4.324
4.941
4.195
4.436
4.686
4.573
4.331
4.856
9.241
6.011
5.171
10.466
5.496
4.85
5.812
2.462
2.763
RNA_SAMPLE_00348
SSA_West
West
true
false
Female
56
Tumor
HER2_enriched
true
71.72
17,148
11.007
10.439
10.777
5.229
5.185
5.588
5.305
9.538
9.079
6.208
13.524
5.769
6.374
4.795
3.207
4.676
7.707
4.373
4.554
5.11
4.254
5.98
6.05
5.872
3.747
4.56
8.284
5.066
7.617
7.308
9.916
5.633
5.785
4.719
1.694
3.725
RNA_SAMPLE_00349
SSA_West
West
true
false
Female
33
Tumor
Luminal_A
true
50.04
15,688
10.442
10.842
10.45
9.276
10.953
9.667
9.201
6.895
6.559
6.529
7.243
3.335
4.514
1.786
4.99
4.587
3.863
4.712
5.15
4.839
4.631
6.41
4.716
3.468
3.985
6.141
4.936
5.1
5.596
7.544
9.712
4.181
5.29
5.231
3.389
2.15
RNA_SAMPLE_00350
SSA_West
West
true
false
Female
66
Tumor
Basal_like
true
55.48
18,350
10.905
11.104
10.673
3.056
2.293
1.476
2.745
8.125
10.544
10.008
5.507
10.278
10.659
10.293
12.083
5.761
4.797
6.041
7.053
6.413
5.602
4.93
5.46
4.91
2.225
3.533
7.01
6.229
6.191
7.607
9.229
4.807
5.765
4.931
2.427
4.239
RNA_SAMPLE_00351
SSA_West
West
true
false
Male
54
Tumor
Luminal_A
true
51.42
16,121
10.919
10.676
10.013
11.784
9.206
9.754
10.437
8.662
6.09
5.581
7.298
6.006
3.663
3.157
3.97
3.425
4.885
3.675
5.14
5.038
3.126
5.661
6.056
5.326
2.924
5.439
7.897
6.4
5.646
5.659
10.347
5.072
5.348
5.36
2.409
2.342
RNA_SAMPLE_00352
SSA_West
West
true
false
Female
59
Normal_breast
Normal_like
false
47.76
15,561
9.72
10.386
10.482
5.013
6.903
6.732
5.916
6.77
5.878
5.134
4.523
3.026
3.957
3.054
1.68
4.419
5.828
2.226
6.203
5.517
4.789
5.259
5.865
5.03
4.654
4.566
4.175
2.889
3.902
1.959
10.357
2.664
2.508
3.524
2.984
4.09
RNA_SAMPLE_00353
SSA_West
West
true
false
Female
44
Tumor
Basal_like
true
57.28
16,783
10.842
11.612
10.899
3.358
3.395
2.77
0.156
8.76
7.909
11.864
4.796
8.703
7.176
9.256
10.647
7.387
5.23
7.471
6.236
5.063
5.656
6.776
5.546
4.503
4.682
4.667
6.31
7.522
4.211
6.857
10.627
4.341
4.313
6.299
3.94
4.088
RNA_SAMPLE_00354
SSA_West
West
true
false
Female
59
Normal_breast
Normal_like
false
44.46
15,241
10.667
9.646
10.579
5.639
6.245
4.928
6.75
5.08
6.71
5.747
5.278
2.082
1.916
5.421
4.553
4.515
4.383
5.022
3.455
4.579
5.551
5.672
4.669
6.44
4.74
3.108
2.724
4.595
3.55
3.36
10.178
3.576
3.634
3.044
2.165
4.764
RNA_SAMPLE_00355
SSA_West
West
true
false
Female
62
Tumor
Basal_like
true
53.55
17,370
10.639
11.822
11.729
1.541
0.655
0.734
2.272
8.46
7.889
8.476
6.251
10.406
9.921
10.072
10.306
6.523
6.581
4.652
6.467
5.174
4.588
5.165
6.541
6.228
4.387
3.493
5.14
5.558
6.512
6.533
9.479
6.202
5.808
3.379
3.087
3.604
RNA_SAMPLE_00356
SSA_West
West
true
false
Female
53
Tumor
Luminal_B
true
61.62
17,697
10.568
10.667
10.678
9.184
8.421
10.092
10.423
7.469
6.831
6.655
7.705
4.705
4.491
4.594
3.318
3.51
5.003
7.154
5.765
5.882
6.314
4.744
5.701
5.961
3.461
4.627
7.295
5.599
4.278
6.173
9.475
5.145
4.326
5.049
3.982
2.978
RNA_SAMPLE_00357
SSA_West
West
true
false
Female
53
Tumor
Basal_like
true
46.81
17,450
10.71
10.807
11.187
1.475
1.712
0.971
2.193
9.167
8.74
9.747
4.763
10.652
11.221
9.85
8.852
4.605
6.455
7.994
5.69
5.906
3.317
5.836
4.52
5.146
4.371
2.805
9.646
5.895
7.107
7.993
10.235
4.518
5.582
4.03
2.735
4.342
RNA_SAMPLE_00358
SSA_West
West
true
false
Female
53
Normal_breast
Normal_like
false
38.71
14,010
11.427
10.413
10.053
5.889
5.031
2.784
4.14
7.057
5.328
6.464
3.971
3.434
3.297
2.843
3.752
3.685
6.009
5.267
4.626
5.12
4.728
3.449
4.108
4.838
3.482
4.383
4.56
3.44
3.043
4.755
10.151
2.503
2.086
2.459
4.314
5.349
RNA_SAMPLE_00359
SSA_West
West
true
false
Female
41
Tumor
Luminal_A
true
58.3
16,000
11.779
10.514
10.303
9.593
9.543
11.271
8.326
7.095
6.489
5.943
6.464
3.199
3.606
2.958
3.421
4.723
7.682
6.509
5.989
5.101
6.239
5.769
5.607
5.02
4.547
5.815
6.081
5.736
6.099
6.044
9.562
4.407
5.635
5.964
4.813
3.367
RNA_SAMPLE_00360
SSA_West
West
true
false
Female
48
Tumor
Basal_like
true
60.93
18,082
10.246
11.021
11.219
3.024
3.667
1.402
1.508
8.785
7.884
9.538
6.475
11.174
10.679
11.707
11.19
5.697
3.35
5.969
6.339
5.543
5.339
5.017
4.738
4.57
4.691
5.279
5.249
6.439
7.289
6.311
10.573
6.363
5.816
5.103
4.052
2.786
RNA_SAMPLE_00361
SSA_West
West
true
false
Female
48
Tumor
Basal_like
true
57.86
17,617
10.549
10.588
10.513
1.819
2.197
0.027
1.902
7.235
8.593
9.338
5.473
11.344
10.917
7.913
11.938
6.55
5.731
5.83
4.215
5.696
6.086
4.888
4.686
5.626
5.375
5.282
7.329
8.52
7.424
7.657
10.07
5.223
6.408
4.715
3.339
2.514
RNA_SAMPLE_00362
SSA_West
West
true
false
Female
54
Tumor
Luminal_A
true
62.71
17,321
10.781
10.691
10.966
10.693
8.601
9.955
9.582
6.694
6.084
7.775
6.732
4.684
2.357
3.163
2.762
5.894
4.315
3.791
4.874
6.005
4.771
5.739
4.917
3.922
5.067
4.884
5.96
6.043
5.792
4.967
11.045
4.92
5.289
4.601
3.354
3.916
RNA_SAMPLE_00363
SSA_West
West
true
false
Female
61
Tumor
Basal_like
true
61.33
17,432
11.139
11.054
11.222
2.321
2.32
2.239
2.865
8.568
9.531
11.297
6.159
9.063
10.152
11.245
9.695
5.322
4.921
6.092
7.912
5.022
6.288
5.249
5.151
5.965
2.92
5.802
7.037
7.551
6.242
6.996
10.746
5.427
4.801
4.746
2.662
3.182
RNA_SAMPLE_00364
SSA_West
West
true
false
Female
38
Tumor
HER2_enriched
true
58.7
16,412
11.039
10.469
10.401
6.939
6.551
4.775
4.669
7.392
8.469
9.678
13.247
5.901
7.295
5.242
6.331
5.429
4.444
5.691
5.875
7.826
5.5
4.584
6.368
4.816
4.429
5.09
5.568
8.017
7.627
6.853
11.401
5.194
6.135
5.723
2.49
2.514
RNA_SAMPLE_00365
SSA_West
West
true
false
Female
49
Normal_breast
Normal_like
false
66.25
16,271
10.945
10.187
10.854
5.132
7.198
6.713
6.419
5.818
4.912
5.487
6.541
4.06
2.491
5.006
2.685
4.77
4.326
2.191
4.975
6.955
5.288
7.667
4.862
5.199
3.706
3.854
4.37
5.51
3.161
4.009
10.493
4.024
1.274
1.881
4.032
4.895
RNA_SAMPLE_00366
SSA_West
West
true
false
Female
66
Tumor
HER2_enriched
true
56.15
17,802
11.689
10.705
10.586
6.472
6.18
6.255
5.819
8.243
7.496
9.113
10.76
4.019
3.563
4.609
5.031
4.9
5.734
6.162
4.431
4.816
7.124
4.862
6.138
5.043
4.48
3.582
4.598
6.059
6.942
7.178
10.114
4.878
6.236
4.922
2.471
2.216
RNA_SAMPLE_00367
SSA_West
West
true
false
Female
42
Normal_breast
Normal_like
false
46.62
14,645
10.647
9.824
10.27
4.699
5.928
5.803
4.47
5.492
4.948
5.793
4.354
4.209
4.538
3.583
6.017
5.291
6.563
7.322
3.127
6.036
5.465
5.219
4.405
4.198
2.852
5.801
4.487
2.641
2.947
1.975
10.953
3.036
3.407
3.002
4.758
3.683
RNA_SAMPLE_00368
SSA_West
West
true
false
Female
41
Tumor
Basal_like
true
62.36
17,328
10.12
10.338
10.549
2.321
3.388
2.116
1.912
9.31
8.843
8.977
7.316
10.232
10.814
9.726
12.013
5.389
6.228
7.282
5.434
6.281
3.656
4.517
5.415
7.669
4.431
4.45
7.648
5.414
3.467
8.234
10.484
5.144
5.546
6.342
2.897
3.116
RNA_SAMPLE_00369
SSA_West
West
true
false
Female
52
Normal_breast
Normal_like
false
66.28
13,507
10.759
9.889
11.282
5.793
4.813
3.999
5.15
5.186
6.158
3.906
4.175
2.904
2.57
2.883
2.366
5.217
4.317
4.811
5.104
3.759
5.534
5.189
5.189
4.88
3.557
3.848
4.096
2.82
5.575
3.304
10.053
3.932
2.727
3.19
2.247
2.415
RNA_SAMPLE_00370
SSA_West
West
true
false
Female
59
Tumor
HER2_enriched
true
59.8
17,227
11.253
11.101
9.904
7.268
4.809
6.863
5.548
11.216
7.91
8.426
11.958
4.709
3.803
7.645
4.267
5.354
5.891
6.193
5.315
6.358
5.637
5.518
6.002
4.736
3.773
4.28
7.43
6.256
6.183
4.392
9.445
4.18
4.379
5.793
5.655
3.155
RNA_SAMPLE_00371
SSA_West
West
true
false
Female
50
Tumor
Basal_like
true
62.66
16,087
10.176
11.728
10.297
0
2.246
1.57
2.596
10.568
9.369
9.227
6.46
13.746
13.234
10.121
11.64
8.086
6.993
6.234
5.802
5.589
4.474
6.306
6.752
5.143
3.895
3.349
6.967
6.489
5.057
9.415
8.577
4.348
6.252
6.026
2.429
2.377
RNA_SAMPLE_00372
SSA_West
West
true
false
Female
65
Tumor
Luminal_A
true
63.66
17,453
10.348
11.197
10.986
11.336
9.95
10.81
9.772
7.041
6.858
7.348
7.319
1.233
2.748
3.6
4.06
6.325
6.049
4.795
6.418
4.772
6.637
6.697
5.491
4.917
3.674
3.315
5.077
5.82
5.441
4.39
9.613
5.074
4.729
4.284
1.087
3.916
RNA_SAMPLE_00373
SSA_West
West
true
false
Female
59
Normal_breast
Normal_like
false
49.68
15,384
10.59
10.749
10.62
5.599
6.263
6.478
6.883
4.168
5.249
3.395
4.519
3.264
4.389
3.359
4.307
4.455
4.222
3.998
5.491
4.659
2.816
5.572
4.164
5.174
2.784
3.813
1.13
3.966
3.125
2.732
10.611
2.905
2.805
2.421
4.716
3.652
RNA_SAMPLE_00374
SSA_West
West
true
false
Female
59
Normal_breast
Normal_like
false
61.9
16,475
11.213
10.984
10.197
5.552
5.297
6.338
5.489
4.757
6.658
4.673
4.376
3.018
4.785
3.725
4.05
5.036
2.607
3.731
4.521
5.283
4.114
4.086
4.719
6.194
1.862
1.414
5.735
2.47
3.595
2.499
9.758
2.891
4.289
3.577
2.974
2.474
RNA_SAMPLE_00375
SSA_West
West
true
false
Female
56
Tumor
Luminal_B
true
64
16,376
10.338
11.292
9.822
8.634
9.631
7.82
10.298
6.988
7.93
7.307
4.56
3.495
4.951
2.759
3.246
4.984
6.036
5.14
5.523
5.533
5.029
7.021
4.577
6.133
5.448
4.176
6.061
6.53
5.629
4.104
9.801
6.317
5.455
5.062
3.605
2.884
RNA_SAMPLE_00376
SSA_West
West
true
false
Female
76
Tumor
Basal_like
true
60.24
16,482
10.939
10.432
10.542
2.879
1.806
2.565
2.648
8.923
8.65
7.68
4.704
11.231
11.209
9.312
10.976
6.516
7.236
8.465
6.875
4.878
6.169
4.562
7.499
4.396
4.695
4.302
6.086
6.023
7.862
7.066
9.878
6.886
5.405
6.088
1.928
1.97
RNA_SAMPLE_00377
SSA_West
West
true
false
Female
48
Normal_breast
Normal_like
false
55.68
15,369
11.573
10.147
10.838
5.254
6.348
6.269
5.472
4.259
4.661
3.887
5.365
0.129
2.803
4.585
4.556
3.188
5.383
3.659
4.422
5.689
4.122
6.284
5.231
5.416
4.77
4.601
4.803
3.342
2.889
3.718
10.38
1.972
3.466
3.3
3.855
4.049
RNA_SAMPLE_00378
SSA_West
West
true
false
Female
28
Tumor
Luminal_A
true
60.52
17,529
11.073
12.136
10.785
9.356
8.094
8.592
9.243
7.189
6.105
6.907
6.068
4.047
4.547
3.017
4.022
5.06
4.268
6.054
5.913
6.034
6.36
5.276
5.342
5.244
4.611
4.175
6.126
5.279
4.972
5.091
10.333
4.966
4.605
5.531
4.166
2.604
RNA_SAMPLE_00379
SSA_West
West
true
false
Female
68
Normal_breast
Normal_like
false
41.33
16,134
10.508
10.408
11.009
5.237
5.897
5.66
8.745
4.866
5.937
4.749
5.45
3.265
4.454
3.385
4.104
4.044
4.003
2.918
5.166
4.416
6.976
4.575
6.122
6.03
3.579
3.137
3.865
5.135
6.285
2.765
10.011
2.516
2.711
4.365
3.384
2.714
RNA_SAMPLE_00380
SSA_West
West
true
false
Female
45
Tumor
Basal_like
true
61.62
17,455
10.489
10.359
10.78
0.65
2.422
1.652
3.387
9.318
8.847
8.77
3.866
10.351
10.256
10.562
10.272
7.728
6.031
5.456
4.635
5.099
4.558
4.332
5.219
6.524
5.142
3.146
6.537
6.923
7.085
8.104
9.064
4.791
4.97
5.793
0.823
2.817
RNA_SAMPLE_00381
SSA_West
West
true
false
Female
51
Tumor
Luminal_A
true
45.74
16,997
11.735
11.151
10.087
9.581
9.11
11.295
7.798
6.061
5.803
5.327
8.459
1.621
2.067
5.415
3.38
5.324
4.875
5.498
5.071
4.839
4.239
5.536
4.963
5.078
4.894
3.845
5.89
7.674
6.384
5.46
9.122
4.894
5.63
4.528
2.965
2.508
RNA_SAMPLE_00382
SSA_West
West
true
false
Female
64
Normal_breast
Normal_like
false
46.74
13,467
10.605
10.542
11.207
5.543
4.722
6.887
5.799
5.124
4.92
5.085
4.068
3.316
3.151
3.843
4.754
5.695
5.24
3.005
4.294
3.296
5.91
4.828
4.803
4.319
4.874
3.828
3.815
4.054
4.131
3.794
10.953
3.945
3.018
2.321
4.205
3.467
RNA_SAMPLE_00383
SSA_West
West
true
false
Female
32
Normal_breast
Normal_like
false
60.85
16,800
10.825
9.885
10.232
5.229
4.589
5.127
5.663
5.458
6.218
4.909
4.631
1.871
3.834
2.874
3.168
4.166
4.194
5.45
4.675
6.345
3.933
6.065
4.495
4.89
4.184
4.663
4.999
4.979
3.725
5.746
10.438
0.592
2.994
2.663
3.717
4.477
RNA_SAMPLE_00384
SSA_West
West
true
false
Female
36
Normal_breast
Normal_like
false
52.13
14,140
11.232
9.837
9.804
4.374
5.904
5.827
4.648
4.365
4.956
3.892
5.759
5.332
3.239
3.868
3.582
6.128
6.701
4.403
4.793
5.737
5.275
4.144
3.336
4.427
4.059
3.41
2.906
3.38
5.791
2.832
9.717
2.555
4.533
1.79
3.34
4.02
RNA_SAMPLE_00385
SSA_West
West
true
false
Female
32
Normal_breast
Normal_like
false
51.04
16,299
10.99
10.129
10.638
5.289
5.004
6.478
5.716
6.556
5.438
5.889
2.248
3.563
3.975
4.086
5.313
5.384
3.554
5.305
5.604
4.422
4.6
5.68
4.975
5.958
3.941
1.81
4.03
3.575
4.589
4.397
9.225
3.138
3.408
3.335
4.761
3.162
RNA_SAMPLE_00386
SSA_West
West
true
false
Female
41
Tumor
Basal_like
true
58.55
14,295
11.277
10.748
10.644
1.872
2.48
3.041
1.709
9.41
9.398
6.802
5.092
11.023
11.981
12.131
9.03
7.299
7.333
6.713
4.28
5.017
5.597
5.288
3.548
5.265
3.462
4.832
6.98
7.023
6.131
6.52
9.933
6.231
5.073
4.894
3.769
3.657
RNA_SAMPLE_00387
SSA_West
West
true
false
Female
55
Tumor
Basal_like
true
63.73
18,895
11.744
11.315
10.326
2.831
2.11
1.438
1.259
9.269
9.817
10.379
6.474
11.189
10.253
10.76
8.706
6.865
6.732
8.214
6.26
6.572
5.073
7.027
6.805
6.519
4.354
4.1
6.129
5.527
6.968
6.252
10.306
5.636
4.641
6.349
3.077
3.69
RNA_SAMPLE_00388
SSA_West
West
true
false
Female
56
Tumor
Luminal_B
true
50.68
16,083
10.504
10.821
10.648
10.364
10.035
8.269
11.946
7.915
9.291
7.715
7.925
5.14
2.195
6.096
3.062
5.151
4.895
4.933
4.98
4.425
6.185
5.604
5.376
6.414
5.89
2.896
7.624
5.977
4.649
6.413
9.906
5.688
5.116
5.285
2.652
2.177
RNA_SAMPLE_00389
SSA_West
West
true
false
Female
53
Tumor
Luminal_A
true
65.93
16,370
10.901
11.443
10.62
10.7
9.969
9.635
8.438
6.461
6.336
5.629
4.765
1.496
5.642
3.545
1.777
4.898
5.51
5.949
5.267
7.319
7.362
5.845
5.17
5.844
3.104
5.2
6.172
4.793
5.416
6.573
8.668
4.285
4.627
5.78
4.371
3.303
RNA_SAMPLE_00390
SSA_West
West
true
false
Female
34
Tumor
Luminal_B
true
34.72
15,659
12.448
10.779
9.397
11.373
7.664
9.573
7.854
10.202
6.583
7.415
8.349
3.336
4.584
4.997
4.213
4.389
4.713
5.117
6.087
6.231
5.685
6.132
4.068
5.768
4.242
4.746
6.752
4.949
5.89
7.334
10.243
4.92
4.026
5.434
1.888
2.857
RNA_SAMPLE_00391
SSA_West
West
true
false
Female
25
Tumor
Basal_like
true
56.07
17,472
10.401
10.536
10.245
1.752
2.215
1.653
1.686
9.165
10.001
9.745
4.506
11.421
12.141
11.347
7.604
6.565
7.683
5.851
9.2
3.538
5.632
6.151
5.655
5.639
3.364
3.782
7.074
4.386
7.405
6.386
10.442
6.177
8.484
6.619
2.039
4.729
RNA_SAMPLE_00392
SSA_West
West
true
false
Female
51
Tumor
HER2_enriched
true
38.29
16,467
10.787
10.538
10.841
5.831
7.285
5.518
5.884
10.272
9.468
8.33
12.272
7.247
3.339
3.695
4.31
6.217
6.968
5.235
5.058
4.32
4.652
4.91
3.553
4.995
3.355
4.152
8.198
4.907
7.514
8.168
10.772
5.774
6.551
6.006
3.889
3.095
RNA_SAMPLE_00393
SSA_West
West
true
false
Female
45
Normal_breast
Normal_like
false
41.52
16,396
11.805
10.33
10.511
5.612
4.031
4.652
5.805
4.906
5.017
5.027
4.884
2.581
4.022
3.894
2.444
5.215
4.177
5.453
4.757
5.355
5.158
4.949
5.294
5.758
3.908
3.894
3.646
2.181
4.034
2.734
9.547
2.307
2.426
2.476
4.388
4.266
RNA_SAMPLE_00394
SSA_West
West
true
false
Female
55
Tumor
Luminal_B
true
60.89
18,451
12.229
10.954
11.154
9.28
9.648
7.376
6.295
5.886
7.375
9.367
7.555
3.531
4.683
4.424
2.374
5.969
6.332
7.601
5.42
7.024
5.136
7.594
4.965
6.078
4.558
5.641
7.355
4.958
5.664
8.126
10.079
5.651
4.144
4.803
2.433
3.741
RNA_SAMPLE_00395
SSA_West
West
true
false
Female
58
Tumor
Basal_like
true
65.9
18,468
10.157
10.974
10.71
0
2.463
3.292
3.571
8.965
9.83
9.545
5.04
9.424
10.443
10.217
10.606
5.882
6.512
5.234
7.824
3.862
5.427
5.317
5.378
4.74
2.94
4.516
6.295
6.884
4.85
8.217
9.936
3.067
5.651
5.122
2.093
3.986
RNA_SAMPLE_00396
SSA_West
West
true
false
Male
52
Normal_breast
Normal_like
false
57.44
15,410
10.539
10.752
9.711
5.692
6.738
6.54
4.449
5.186
3.877
5.157
4.248
2.456
3.93
2.629
2.546
5.152
3.319
4.478
3.263
3.78
6.054
4.625
4.354
5.766
5.254
4.026
5.021
3.448
4.054
4.007
10.259
3.772
1.824
2.288
3.612
3.224
RNA_SAMPLE_00397
SSA_West
West
true
false
Female
58
Tumor
Luminal_B
true
61.84
17,260
10.729
10.499
11.374
9.217
8.85
9.067
9.744
8.214
7.136
9.763
7.762
2.618
1.821
4.827
5.551
5.952
6.113
6.138
5.505
3.987
4.871
6.215
6.027
5.324
3.807
4.456
5.657
5.92
6.132
5.223
10.64
4.868
5.39
5.051
4.234
3.434
RNA_SAMPLE_00398
SSA_West
West
true
false
Female
53
Tumor
Luminal_B
true
63.26
17,445
11.742
10.678
10.782
9.105
7.034
9.093
10.016
8.515
9.511
8.786
7.802
5.067
4.438
3.663
3.846
3.117
7.095
5.302
4.457
5.17
7.081
5.565
5.731
7.378
5.052
4.041
4.3
6.639
5.322
6.66
9.961
5.327
5.717
3.617
3.103
2.985
RNA_SAMPLE_00399
SSA_West
West
true
false
Female
56
Tumor
Luminal_B
true
62.3
17,605
10.776
10.376
10.135
7.412
9.12
9.527
8.658
8.831
7.886
7.914
5.862
3.468
5.105
5.677
3.772
6.367
6.914
4.563
5.817
5.671
6.468
4.748
5.784
5.268
4.682
5.399
7.477
7.23
5.01
5.527
10.805
5.484
4.79
4.267
0
1.725
RNA_SAMPLE_00400
SSA_West
West
true
false
Female
42
Normal_breast
Normal_like
false
47.56
14,651
10.706
10.801
11.63
4.73
3.549
4.571
7.177
5.013
6.012
4.437
4.499
1.443
3.103
3.513
4.541
5.361
6.787
4.646
5.043
4.986
4.374
5.369
4.752
6.497
3.09
3.494
2.756
4.338
2.672
3.992
9.065
2.213
2.388
3.584
3.924
3.902