Datasets:
electricsheepafrica
/
ssa-breast-rna-expression

Dataset card Data Studio Files
xet
 Community
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_00601
SSA_West
West
true
false
Female
56
Tumor
Luminal_A
true
62.76
17,266
11.455
10.449
10.575
10.937
11.774
10.045
10.387
4.912
7.782
5.417
6.261
3.726
2.721
1.173
2.017
5.598
6.996
6.916
5.882
5.641
6.218
6.693
5.605
5.636
4.483
5.209
4.632
6.016
6.401
4.107
10.734
5.861
3.443
4.669
2.696
2.289
RNA_SAMPLE_00602
SSA_West
West
true
false
Female
44
Tumor
Basal_like
true
53.99
16,373
11.005
11.324
10.976
1.086
2.791
2.604
0
10.24
9.134
9.171
4.057
12.437
10.904
11.43
8.911
6.812
6.832
6.144
5.007
5.445
4.64
4.872
6.544
5.578
4.227
3.242
6.454
6.35
5.518
7.585
10.83
4.88
5.817
4.018
3.255
3.625
RNA_SAMPLE_00603
SSA_West
West
true
false
Female
64
Normal_breast
Normal_like
false
41.02
15,018
10.564
11.945
11.79
5.822
4.836
5.744
6.626
3.326
2.909
3.854
5.762
4.485
4.031
4.833
3.282
4.529
5.185
6.511
5.211
4.914
5.363
6.281
4.676
4.597
3.373
4.534
3.221
4.641
2.529
3.74
9.953
4.43
3.776
2.715
3.585
3.461
RNA_SAMPLE_00604
SSA_West
West
true
false
Female
43
Tumor
Luminal_A
true
51.02
18,938
10.322
11.56
10.75
9.918
10.098
11.21
9.146
7.008
6.461
6.903
6.596
3.067
4.13
1.843
5.173
5.608
4.951
5.869
4.805
5.571
5.577
6.632
5.751
4.492
4.823
4.949
4.388
4.812
8.01
5.668
9.753
4.972
4.487
3.582
2.102
2.489
RNA_SAMPLE_00605
SSA_West
West
true
false
Female
43
Tumor
Basal_like
true
55.98
16,076
9.954
10.423
11.258
1.328
1.818
3.444
1.313
12.057
9.892
9.077
5.552
12.111
9.668
9.981
12.429
5.924
5.833
5.638
4.368
6.413
5.461
6.463
5.348
5.12
3.703
4.916
5.696
6.885
6.538
5.457
9.641
5.508
5.252
7.016
3.188
2.843
RNA_SAMPLE_00606
SSA_West
West
true
false
Male
56
Tumor
Basal_like
true
57.1
16,724
10.396
10.288
10.999
3.54
1.549
2.429
1.336
9.104
7.692
8.147
4.911
10.326
9.096
7.811
8.856
6.125
5.507
5.721
6.564
4.761
5.428
7.423
5.157
5.315
4.642
3.564
5.908
6.405
6.694
5.57
10.447
6.737
3.97
5.813
2.927
2.762
RNA_SAMPLE_00607
SSA_West
West
true
false
Female
58
Tumor
Luminal_A
true
62.61
18,655
10.829
11.18
10.681
10.365
9.456
10.038
9.728
6.607
4.845
5.385
7.988
5.173
1.422
2.82
2.603
5.753
5.416
6.18
4.149
5.815
5.2
4.836
5.898
5.278
4.209
5.503
6.071
7.945
3.67
5.99
9.111
4.258
4.476
5.738
2.675
2.087
RNA_SAMPLE_00608
SSA_West
West
true
false
Female
55
Normal_breast
Normal_like
false
55.28
13,581
11.336
9.854
10.356
7.424
5.175
5.924
5.39
4.999
4.182
5.453
6.327
1.169
2.391
2.837
2.435
5.443
4.194
4.881
6.291
3.385
5.285
4.89
4.892
4.185
3.457
3.793
3.816
4.697
2.906
2.603
8.395
3.113
3.605
2.061
2.99
5.511
RNA_SAMPLE_00609
SSA_West
West
true
false
Female
31
Normal_breast
Normal_like
false
60.22
16,600
10.675
10.853
10.356
4.076
4.127
5.503
6.425
4.833
5.609
4.91
5.304
4.425
5.097
3.842
5.827
4.567
6.124
5.383
2.969
6.272
4.174
4.776
5.786
4.33
3.736
4.391
3.178
3.764
3.647
4.964
11.255
2.12
3.062
2.581
4.025
5.413
RNA_SAMPLE_00610
SSA_West
West
true
false
Female
56
Tumor
Basal_like
true
63.04
16,324
10.016
11.2
10.47
1.224
2.304
2.579
1.631
8.054
10.369
9.684
6.787
10.072
9.504
9.861
8.672
5.965
5.625
6.222
6.349
5.582
4.973
4.431
4.202
5.676
4.422
3.047
7.926
7.335
5.479
6.765
9.891
5.711
5.638
6.037
4.183
3.239
RNA_SAMPLE_00611
SSA_West
West
true
false
Female
39
Tumor
Luminal_A
true
64.26
18,757
10.431
10.233
11.036
8.777
9.192
11.505
8.282
6.803
5.058
6.911
8.632
2.285
0.976
3.928
2.747
5.316
5.865
6.063
6.073
5.475
5.892
5.331
5.204
5.485
4.82
3.718
6.215
5.541
5.264
7.051
10.297
5.304
4.244
4.803
3.481
3.298
RNA_SAMPLE_00612
SSA_West
West
true
false
Female
53
Tumor
Luminal_B
true
80.52
17,263
10.368
10.482
10.272
8.354
9.1
8.536
10.336
8.881
8.864
7.748
8.214
5.228
5.915
3.351
4.014
4.749
8.139
5.298
6.776
5.641
6.291
5.487
6.331
5.749
5.835
4.576
5.278
6.518
6.009
5.013
10.303
4.507
4.811
5.033
1.378
2.655
RNA_SAMPLE_00613
SSA_West
West
true
false
Female
34
Normal_breast
Normal_like
false
57.39
14,769
9.549
10.459
10.741
5.202
5.235
5.054
6.121
4.178
5.546
4.732
6.253
2.918
2.167
4.243
4.091
5.212
5.646
3.798
4.012
6.188
5.392
4.59
3.413
3.88
2.938
3.295
4.305
2.634
3.472
2.737
9.663
4.908
3.951
3.459
3.582
3.138
RNA_SAMPLE_00614
SSA_West
West
true
false
Female
55
Tumor
Luminal_B
true
59.31
15,135
11.024
10.601
10.686
7.336
9.05
8.761
8.043
8.224
7.601
8.295
7.918
2.698
4.128
4.106
5.492
6.341
5.152
5.074
5.65
4.489
4.624
5.079
3.357
4.609
4.001
6.78
5.356
6.66
5.802
6.44
9.134
3.763
6.102
3.936
4.187
2.703
RNA_SAMPLE_00615
SSA_West
West
true
false
Female
41
Normal_breast
Normal_like
false
43.38
14,380
11.301
10.151
10.309
6.475
5.974
7.577
6.665
4.304
6.303
3.078
5.77
2.714
4.215
5.856
1.496
5.723
5.64
5.46
3.82
4.919
4.133
5.387
3.826
4.606
4.367
3.141
3.604
3.093
4.257
3.862
9.414
2.495
3.126
2.153
3.965
4.027
RNA_SAMPLE_00616
SSA_West
West
true
false
Female
36
Tumor
Luminal_B
true
61.25
16,363
11.003
11.181
11.024
9.21
7.574
10.676
9.059
8.312
7.295
7.785
8.479
4.939
3.626
5.833
2.789
3.819
3.571
6.295
4.804
5.374
6.485
5.796
4.432
6.962
4.038
4.243
5.287
4.884
6.23
4.559
9.934
6.268
5.601
5.162
2.121
2.951
RNA_SAMPLE_00617
SSA_West
West
true
false
Female
58
Tumor
Basal_like
true
53.63
18,730
10.463
10.307
10.591
1.218
2.236
3.821
2.007
8.077
8.842
7.729
8.673
12.661
11.996
11.402
10.301
6.157
6.08
8.677
6.108
4.992
5.406
5.965
2.366
5.854
2.012
5.625
4.776
5.697
4.583
8.301
9.99
7.281
7.09
6.499
1.879
3.132
RNA_SAMPLE_00618
SSA_West
West
true
false
Female
53
Tumor
Basal_like
true
70.93
17,466
10.515
10.876
10.924
0.523
1.433
2.653
2.874
9.243
8.592
8.808
5.046
10.375
11.52
13.414
9.055
7.567
6.683
4.699
6.202
5.336
5.499
6.443
7.277
6.666
4.492
4.592
8.579
5.441
7.742
5.353
8.78
6.005
4.174
5.186
4.099
2.269
RNA_SAMPLE_00619
SSA_West
West
true
false
Female
43
Normal_breast
Normal_like
false
64.37
12,290
11.022
9.808
10.403
5.716
5.218
5.243
4.049
6.415
3.77
3.769
4.903
2.664
4.506
2.86
3.499
4.914
5.774
4.272
3.128
4.271
6.024
5.313
4.667
5.055
3.561
4.509
4.337
3.721
4.918
5.177
9.265
2.279
4.921
3.501
5.335
4.714
RNA_SAMPLE_00620
SSA_West
West
true
false
Female
66
Tumor
Luminal_B
true
63.68
14,435
10.089
11.025
10.248
8.852
9.91
9.136
9.399
9.388
9.487
7.944
8.574
2.847
4.272
4.679
3.874
5.278
4.381
5.464
3.892
5.38
5.554
6.171
4.441
5.806
4.813
4.28
6.447
6.27
3.399
5.078
11.714
5.525
4.519
5.293
3.569
4.233
RNA_SAMPLE_00621
SSA_West
West
true
false
Female
45
Tumor
Basal_like
true
56.89
16,284
10.451
10.414
10.397
2.187
1.579
1.938
3.872
8.042
9.337
7.864
6.727
11.843
9.459
9.665
11.3
6.026
7.717
5.098
7.377
7.514
5.853
4.927
4.801
5.354
4.908
2.956
6.19
6.632
8.054
8.362
9.895
4.613
5.612
5.641
3.949
2.645
RNA_SAMPLE_00622
SSA_West
West
true
false
Female
50
Tumor
Basal_like
true
52.09
16,986
10.53
10.517
10.266
0.745
2.61
2.264
1.196
9.82
7.157
8.592
6.015
11.829
9.833
11.849
9.718
7.121
7.982
5.3
6.451
5.987
4.38
5.889
4.99
4.741
3.919
3.854
7.301
6.499
8.811
5.964
10.379
5.379
4.479
6.772
3.096
2.375
RNA_SAMPLE_00623
SSA_West
West
true
false
Female
53
Tumor
Basal_like
true
63.2
18,240
10.276
10.725
11.22
2.165
2.554
1.736
0.427
8.748
8.439
8.891
5.25
10.704
10.084
11.471
11.239
5.376
7.557
5.577
5.176
6.45
4.967
5.588
4.341
5.171
4.196
3.947
5.986
6.541
7.49
5.558
7.978
6.492
4.973
5.041
2.564
1.937
RNA_SAMPLE_00624
SSA_West
West
true
false
Female
43
Tumor
Luminal_A
true
56.84
16,664
10.918
10.426
9.479
8.663
11.115
9.16
10.546
5.787
7.313
6.599
5.349
2.095
1.712
4.595
1.989
5.131
5.42
5.722
5.039
4.082
4.414
4.553
3.117
5.888
4.755
3.335
7.305
5.894
6.847
6.776
9.893
3.377
5.159
5.421
2.478
3.129
RNA_SAMPLE_00625
SSA_West
West
true
false
Female
55
Tumor
Basal_like
true
59.77
15,856
10.65
10.445
10.888
1.41
1.288
0.362
4.206
8.547
7.869
9.604
5.987
11.158
11.285
11.816
9.222
6.447
4.721
5.993
6.971
4.694
7.508
5.516
3.871
6.135
6.298
2.287
7.214
5.511
6.446
5.191
10.683
5.245
6.428
4.676
2.835
1.149
RNA_SAMPLE_00626
SSA_West
West
true
false
Female
44
Normal_breast
Normal_like
false
70.78
17,303
11.59
11.267
10.205
5.456
5.791
5.874
4.404
3.854
3.663
4.573
4.68
2.957
3.801
1.841
2.475
4.04
5.619
4.997
5.138
4.159
5.036
4.303
4.334
5.333
3.218
3.705
3.73
2.826
3.422
3.439
9.695
1.558
2.417
3.729
4.35
3.68
RNA_SAMPLE_00627
SSA_West
West
true
false
Female
45
Tumor
Luminal_A
true
50.56
17,120
11.184
11.459
10.438
8.94
10.482
10.359
10.01
5.865
5.191
7.175
7.697
3.068
5.553
3.783
3.29
4.317
3.8
4.988
5.869
7.6
5.561
6.033
4.755
5.688
4.37
3.449
7.338
5.866
7.105
6.01
9.735
4.375
4.72
6.172
2.281
3.533
RNA_SAMPLE_00628
SSA_West
West
true
false
Female
65
Normal_breast
Normal_like
false
47.51
15,707
10.603
9.833
10.583
7.666
5.807
6.427
5.797
5.788
4.282
4.879
5.88
3.08
4.787
2.296
3.571
4.541
7.438
4.41
5.22
3.208
3.949
5.275
4.762
4.78
3.508
3.633
2.289
3.913
3.781
5.066
10.668
0.737
2.412
4.442
4.725
4.393
RNA_SAMPLE_00629
SSA_West
West
true
false
Female
39
Tumor
Basal_like
true
55.98
17,888
9.942
10.417
10.872
2.608
2.216
2.394
2.164
8.685
10.341
10.851
5.749
9.09
10.218
10.604
7.848
7.638
5.662
5.473
5.96
5.075
5.551
6.211
6.648
6.211
3.452
4.202
6.605
6.807
6.989
6.578
9.931
6.229
5.394
6.266
3.651
4.162
RNA_SAMPLE_00630
SSA_West
West
true
false
Female
23
Tumor
Basal_like
true
61.74
18,732
10.548
10.873
11.083
0.989
1.607
1.332
1.942
8.467
9.107
8.922
5.521
10.681
9.681
9.465
9.068
4.512
5.62
6.839
6.102
5.511
5.136
7.239
5.649
4.988
3.349
5.842
5.098
5.705
5.706
6.465
10.284
5.555
5.208
4.382
4.485
3.212
RNA_SAMPLE_00631
SSA_West
West
true
false
Female
68
Normal_breast
Normal_like
false
54.54
14,188
10.351
11.086
9.397
6.263
5.253
5.916
7.165
4.522
2.298
3.909
5.013
5.479
3.034
5.358
0.71
4.296
5.838
5.744
2.846
4.244
4.875
4.402
6.052
5.012
2.5
4.215
4.514
2.851
3.109
3.288
11.093
2.929
1.233
2.037
4.573
3.673
RNA_SAMPLE_00632
SSA_West
West
true
false
Female
78
Normal_breast
Normal_like
false
40.18
14,545
10.991
11.588
10.471
5.99
5.4
5.719
4.575
6.445
4.542
3.901
4.231
4.298
2.661
5.32
4.267
5.662
4.381
4.179
4.833
3.932
5.425
5.826
4.377
5.621
4.029
4.805
5.644
4.782
3.944
5.206
10.038
2.788
2.512
3.078
4.804
3.175
RNA_SAMPLE_00633
SSA_West
West
true
false
Female
46
Normal_breast
Normal_like
false
40.08
13,535
11.011
10.699
11.237
4.981
4.277
7.057
4.765
5.676
3.666
5.181
4.837
1.791
5.77
2.434
2.378
4.146
2.621
4.473
4.146
5.893
5.284
3.859
4.412
6.94
2.979
4.541
3.32
2.997
3.458
5.47
8.826
3.525
3.976
2.558
4.798
4.673
RNA_SAMPLE_00634
SSA_West
West
true
false
Female
29
Normal_breast
Normal_like
false
43.55
13,860
10.423
10.554
10.315
6.065
4.726
4.588
5.504
5.228
6.312
5.454
5.709
3.086
3.094
2.737
3.719
4.946
4.897
4.597
4.757
6.491
5.247
5.525
5.422
4.843
4.283
3.819
2.75
3.419
5.993
5.167
9.761
3.54
3.175
4.394
3.896
4.18
RNA_SAMPLE_00635
SSA_West
West
true
false
Female
47
Tumor
Basal_like
true
53.62
16,838
9.329
10.83
11.202
3.692
2.481
1.635
1.179
8.525
7.402
8.748
4.574
9.783
10.255
10.895
8.519
5.957
6.986
7.7
6.226
7.477
6.13
5.556
6.619
5.044
3.357
5.136
7.031
7.544
7.521
8.51
8.839
5.216
5.27
6.433
3.298
3.936
RNA_SAMPLE_00636
SSA_West
West
true
false
Female
47
Tumor
Luminal_A
true
62.27
16,977
11.04
10.831
10.895
10.652
10.434
10.983
10.052
6.67
5.499
7.483
8.511
1.337
4.269
3.325
3.279
6.128
5.47
5.893
5.14
6.854
5.29
4.815
5.812
4.749
4.511
5.782
5.955
4.646
5.585
6.812
10.086
5.561
4.494
4.67
3.507
4.289
RNA_SAMPLE_00637
SSA_West
West
true
false
Female
48
Normal_breast
Normal_like
false
46.9
15,044
11.05
10.566
10.819
4.76
5.504
4.879
3.814
4.116
5.448
5.552
5.769
4.111
3.234
1.3
2.127
5.905
3.958
4.726
4.863
3.753
5.299
6.375
4.983
4.758
2.757
3.554
4.541
3.994
3.56
5.006
9.791
2.658
3.113
4.046
3.876
3.292
RNA_SAMPLE_00638
SSA_West
West
true
false
Female
38
Tumor
Luminal_A
true
64.37
16,601
10.977
9.676
10.718
9.751
9.04
8.787
9.72
5.431
3.534
5.325
5.581
3.535
2.073
3.499
2.356
6.283
5.875
5.2
5.644
6.017
5.555
5.627
3.603
5.033
3.599
5.246
5.61
5.325
6.581
4.481
9.931
3.419
4.424
4.63
4.166
2.881
RNA_SAMPLE_00639
SSA_West
West
true
false
Female
56
Tumor
Basal_like
true
52.88
16,839
11.42
9.673
11.086
2.379
1.883
1.689
3.437
9.718
7.962
9.022
7.045
11.145
10.815
8.936
13.276
7.021
8.083
6.601
6.282
4.92
6.378
6.848
6.437
7.53
4.418
3.741
6.757
7.304
6.237
6.457
10.171
5.895
5.608
5.669
3.509
3.615
RNA_SAMPLE_00640
SSA_West
West
true
false
Female
56
Tumor
Luminal_A
true
56.04
14,796
10.181
10.931
10.335
10.266
9.943
10.067
10.491
7.69
6.483
5.458
7.111
4.356
0.796
2.633
3.535
5.02
5.634
4.876
6.437
5.546
3.88
6.158
6.215
5.466
2.645
5.112
4.978
5.639
5.426
4.56
10.005
5.162
5.091
4.833
2.404
4.175
RNA_SAMPLE_00641
SSA_West
West
true
false
Female
34
Tumor
Luminal_B
true
61.48
15,877
10.92
10.882
11.008
8.968
8.377
7.631
8.47
6.344
8.301
6.394
6.945
4.875
3.71
3.929
4.532
6.013
6.538
6.063
5.858
3.735
5.717
6.993
6.083
6.373
3.693
4.238
6.565
6.443
6.79
4.866
9.366
3.965
5.207
4.85
2.844
2.455
RNA_SAMPLE_00642
SSA_West
West
true
false
Female
58
Tumor
Basal_like
true
53.25
17,002
11.254
11.484
11.485
1.532
0.817
2.884
3.275
9.418
8.977
8.373
6.406
11.191
10.84
9.172
9.308
6.206
7.342
7.21
5.901
3.856
6.702
6.617
5.612
5.113
4.024
5.138
7.037
6.072
8.702
4.97
9.519
5.037
5.585
6.406
3.663
3.101
RNA_SAMPLE_00643
SSA_West
West
true
false
Female
73
Tumor
Basal_like
true
49.38
18,146
10.132
10.499
10.662
1.193
1.173
2.887
3.454
8.926
7.221
9.281
5.104
10.933
10.855
8.242
10.032
6.916
6.207
5.204
6.956
4.001
5.711
5.015
5.891
5.295
4.738
5.525
7.194
7.176
7.083
4.783
10.064
5.716
5.942
5.432
3.572
2.233
RNA_SAMPLE_00644
SSA_West
West
true
false
Female
52
Tumor
Luminal_A
true
75.94
17,669
10.24
11.378
10.142
10.009
10.115
9.59
9.878
6.563
5.427
6.773
6.803
5.833
5.281
2.62
3.331
4.806
5.245
6.359
5.397
5.051
6.045
3.757
5.152
6.733
5.576
5.475
4.769
4.761
5.506
6.013
9.414
3.656
5.742
5.609
2.527
3.57
RNA_SAMPLE_00645
SSA_West
West
true
false
Female
46
Tumor
Luminal_A
true
67.55
14,144
11.022
10.67
9.443
11.018
10.079
8.404
10.397
6.681
7.041
4.566
6.5
2.323
3.304
1.462
2.159
7.04
6.662
6.472
6.971
3.817
5.449
5.72
5.151
3.825
5.095
4.856
5.379
6.846
6.124
6.634
9.268
5.191
5.199
4.815
0.861
3.137
RNA_SAMPLE_00646
SSA_West
West
true
false
Female
48
Tumor
Basal_like
true
61.92
15,865
10.986
10.822
10.905
1.623
0.291
0.313
2.687
7.906
8.202
9.84
3.664
8.572
11.447
10.601
8.108
5.86
6.476
5.198
4.854
3.98
6.262
6.439
6.179
6.609
5.452
2.936
7.501
6.612
8.4
9.886
9.843
5.256
5.193
5.558
3.186
5.11
RNA_SAMPLE_00647
SSA_West
West
true
false
Female
57
Normal_breast
Normal_like
false
51.15
14,484
10.507
10.088
9.661
5.352
7.833
6.388
5.02
5.351
7.514
5.199
4.11
3.582
4.27
4
5.243
4.9
2.457
5.272
5.204
5.305
4.236
6.794
4.021
4.117
3.594
4.994
5.37
4.64
4.893
2.697
8.64
2.702
3.709
3.729
3.305
3.218
RNA_SAMPLE_00648
SSA_West
West
true
false
Female
31
Tumor
Luminal_B
true
69.35
17,228
9.664
10.138
10.943
7.814
8.016
8.052
9.875
7.99
9.676
7.571
7.089
4.401
3.25
2.082
3.577
4.751
5.373
4.902
5.951
5.183
4.046
4.94
4.418
7.229
4.341
4.9
5.904
7.834
4.739
5.208
10.89
4.586
4.401
4.551
4.545
4.636
RNA_SAMPLE_00649
SSA_West
West
true
false
Female
52
Tumor
Luminal_A
true
63.28
17,236
11.092
10.896
10.788
9.549
9.384
10.496
10.139
7.969
6.241
5.575
5.339
2.578
1.774
4.877
2.99
4.732
5.98
7.449
5.073
4.479
5.144
3.827
5.963
6.019
3.905
3.292
8.4
4.771
5.25
6.034
10.689
4.879
5.028
5.49
5.565
2.537
RNA_SAMPLE_00650
SSA_West
West
true
false
Female
46
Tumor
Luminal_A
true
55.92
16,870
11.04
11.963
10.645
10.555
7.841
10.065
9.986
7.519
5.983
5.278
7.03
1.629
2.536
3.566
0.624
5.244
7.08
3.889
4.817
6.03
6.234
5.552
5.332
6.988
4.491
3.348
6.12
5.865
5.561
4.319
9.994
5.466
5.6
5.009
3.028
2.552
RNA_SAMPLE_00651
SSA_West
West
true
false
Female
70
Tumor
Luminal_B
true
67.74
15,573
10.439
10.297
10.644
10.313
7.812
9.279
9.302
7.036
7.807
7.103
7.401
3.858
5.806
3.082
3.794
5.126
6.857
5.008
4.609
4.802
4.787
4.977
4.73
5.514
3.131
4.819
6.041
7.622
6.467
6.366
11.608
5.348
4.828
4.305
4.162
2.193
RNA_SAMPLE_00652
SSA_West
West
true
false
Female
48
Tumor
Basal_like
true
50.88
15,637
10.324
10.722
10.569
2.525
0.91
1.128
2.154
8.036
7.638
7.47
5.751
10.417
10.361
11.96
10.863
6.3
7.648
7.275
5.57
6.251
7.096
7.099
6.379
5.849
4.561
5.611
5.162
7.768
6.63
5.577
9.054
4.136
5.952
7.038
2.601
2.317
RNA_SAMPLE_00653
SSA_West
West
true
false
Female
68
Tumor
Luminal_A
true
69.67
17,136
11.327
10.212
11.026
11.815
8.95
9.679
9.638
7.25
7.761
5.818
9.298
3.568
2.819
5.213
3.668
5.124
4.958
7.602
4.506
6.513
4.77
4.94
5.426
5.919
2.82
3.81
7.029
7.025
5.71
4.825
10.172
5.667
5.145
6.124
2.784
1.946
RNA_SAMPLE_00654
SSA_West
West
true
false
Female
38
Tumor
Luminal_A
true
55.24
17,001
10.348
10.44
11.181
9.188
8.667
10.81
10.645
5.463
7.207
5.369
6.076
2.175
2.95
4.177
3.824
4.686
5.689
5.882
6.455
5.823
6.164
5.558
4.767
5.646
5.394
5.441
3.419
6.629
5.506
6.401
8.907
4.656
3.717
4.654
3.486
3.356
RNA_SAMPLE_00655
SSA_West
West
true
false
Female
56
Tumor
HER2_enriched
true
77.17
16,381
10.261
11.393
9.842
6.193
6.503
3.69
4.91
7.135
9.333
7.858
11.54
3.064
4.028
4.052
4.738
5.694
7.47
6.692
4.224
6.416
6.292
5.561
6.387
6.582
3.863
3.202
7.065
5.684
6.764
5.462
10.779
4.892
5.331
5.28
1.867
3.864
RNA_SAMPLE_00656
SSA_West
West
true
false
Female
54
Tumor
Luminal_A
true
70.28
16,827
10.32
10.583
10.447
9.977
9.688
9.093
11.131
6.286
8.432
6.604
6.395
3.161
3.059
3.373
3.769
4.378
4.479
6.28
6.013
4.082
5.97
6.256
5.727
4.011
3.097
4.258
7.882
5.462
6.605
5.356
11.36
5.033
4.03
4.348
2.283
3.093
RNA_SAMPLE_00657
SSA_West
West
true
false
Female
40
Tumor
Luminal_A
true
54.43
16,405
11.673
10.407
10.788
9.727
9.951
10.667
7.802
6.65
6.124
6.676
6.597
3.267
3.855
2.84
5.861
4.538
6.939
4.259
5.236
5.78
4.66
4.598
5.247
6.306
4.374
6.005
6.565
5.543
3.306
4.449
9.788
3.748
4.846
5.179
2.766
2.783
RNA_SAMPLE_00658
SSA_West
West
true
false
Female
52
Tumor
Basal_like
true
75.66
17,078
10.631
10.203
10.698
1.521
3.802
2.569
3.42
9.208
10.246
7.999
6.05
9.457
9.972
10.55
9.351
4.838
7.284
4.619
7.99
4.766
6.01
6.063
4.505
5.914
4.454
4.868
7.71
7.314
5.632
6.364
9.341
5.039
5.89
5.984
3.466
3.23
RNA_SAMPLE_00659
SSA_West
West
true
false
Female
63
Tumor
Basal_like
true
63.53
16,454
11.376
11.034
10.689
3.126
1.485
2.12
2.895
7.782
11.223
8.411
5.347
10.524
11.388
11.503
12.299
6.236
6.63
4.762
5.229
5.418
5.822
5.458
5.972
5.449
4.089
6.46
6.237
7.512
5.194
6.623
9.46
7.084
5.054
5.475
2.341
2.293
RNA_SAMPLE_00660
SSA_West
West
true
false
Female
46
Normal_breast
Normal_like
false
49.39
15,435
11.029
10.21
10.202
6.785
7.094
5.416
5.966
6.67
7.649
5.419
5.753
3.659
1.724
3.916
5.145
4.047
2.946
5.391
3.044
3.585
3.529
3.197
5.952
5.124
5.651
4.461
6.061
3.356
4.362
2.726
9.778
4.148
2.968
2.812
3.982
4.115
RNA_SAMPLE_00661
SSA_West
West
true
false
Female
31
Tumor
Luminal_A
true
61.16
18,599
10.339
10.597
10.749
9.097
9.553
10.766
9.176
9.274
8.137
6.677
7.376
4.425
4.172
3.615
6.802
4.782
5.113
5.573
6.145
7.311
5.499
6.021
5.847
5.426
5.418
4.686
6.989
5.707
5.459
5.657
10.239
5.894
6.677
5.14
4.491
3.501
RNA_SAMPLE_00662
SSA_West
West
true
false
Female
50
Normal_breast
Normal_like
false
44.65
15,142
10.885
10.923
10.26
5.144
5.165
5.302
5.805
6.888
4.579
3.36
3.296
4.48
2.846
3.824
2.651
4.652
4.475
4.113
6.036
6.179
5.576
6.839
3.816
4.81
3.486
4.438
2.739
4.667
2.557
4.748
10.924
2.094
2.706
3.952
5.114
2.858
RNA_SAMPLE_00663
SSA_West
West
true
false
Female
40
Tumor
Luminal_B
true
63.01
17,784
10.695
11.418
10.427
8.585
8.341
9.246
8.731
8.872
7.652
7.834
7.553
3.067
5.283
4.887
4.848
4.533
7.099
3.702
6.294
5.675
6.15
5.356
5.626
6.18
4.349
4.544
6.304
8.25
4.459
7.353
10.407
5.308
4.027
5.967
2.138
4.223
RNA_SAMPLE_00664
SSA_West
West
true
false
Female
46
Normal_breast
Normal_like
false
46.1
16,834
10.173
10.061
10.479
4.812
5.317
7.24
5
5.227
6.645
5.292
6.179
4.232
4.763
3.483
4.262
6.661
4.522
5.271
4.174
5.98
3.544
4.78
5.952
4.909
2.235
3.153
3.367
5.625
4.841
4.943
9.055
3.043
4.285
3.756
3.633
4.668
RNA_SAMPLE_00665
SSA_West
West
true
false
Female
49
Tumor
Luminal_A
true
50.12
16,030
9.783
10.668
11.041
9.085
9.957
9.209
9.458
5.503
7.79
5.858
6.599
2.928
3.937
6.547
6.902
5.33
5.967
6.512
6.806
6.118
6.541
5.917
4.98
6.536
4.471
4.648
4.697
5.283
5.668
6.58
11.479
5.665
4.896
4.252
4.04
3.297
RNA_SAMPLE_00666
SSA_West
West
true
false
Female
31
Tumor
Luminal_A
true
34.81
18,313
10.913
9.651
11.037
10.136
8.736
12.09
10.49
6.067
5.767
6.359
6.692
4.252
3.273
3.063
3.749
5.113
5.433
6.931
5.065
5.386
4.813
6.495
3.979
4.753
4.942
4.165
6.883
5.807
5.328
5.878
8.967
4.339
5.73
4.793
2.976
3.1
RNA_SAMPLE_00667
SSA_West
West
true
false
Female
32
Normal_breast
Normal_like
false
37.45
13,129
10.691
10.295
10.39
6.115
4.565
4.933
5.147
5.337
4.641
4.367
6.694
3.548
4.286
1.329
1.954
5.386
4.559
4.414
3.85
5.877
5.589
4.941
5.221
4.726
3.185
3.333
4.764
3.605
4.057
3.57
10.752
2.48
4.222
2.541
3.542
5.603
RNA_SAMPLE_00668
SSA_West
West
true
false
Female
55
Tumor
Basal_like
true
51.47
16,955
11.206
9.928
10.829
0.461
2.037
4.036
0
8.924
8.545
7.993
4.27
11.819
10.737
8.269
9.37
5.751
4.729
6.388
6.555
5.717
7.319
4.653
5.074
5.026
5.069
4.971
5.369
7.945
5.592
7.354
10.635
5.818
5.236
5.251
3.385
3.421
RNA_SAMPLE_00669
SSA_West
West
true
false
Female
44
Tumor
HER2_enriched
true
65.68
17,851
10.871
11.407
10.4
6.042
5.442
8.444
6.764
9.513
8.946
8.444
14.471
6.459
4.615
4.674
5.266
5.459
5.652
4.48
3.605
7.279
5.044
5.226
5.562
6.126
4.998
5.226
7.075
6.232
7.765
6.321
10.825
4.268
6.541
4.787
1.84
1.961
RNA_SAMPLE_00670
SSA_West
West
true
false
Female
22
Tumor
Basal_like
true
61.62
19,743
10.602
10.644
11.084
1.424
1.85
1.651
3.967
9.076
9.749
8.288
4.661
11.297
10.803
11.736
9.436
6.208
5.012
5.806
4.855
5.244
6.677
4.728
4.716
5.35
4.134
4.993
5.201
3.996
6.564
8.191
9.845
5.817
5.436
6.096
2.764
2.941
RNA_SAMPLE_00671
SSA_West
West
true
false
Female
59
Normal_breast
Normal_like
false
63.11
16,372
10.154
10.167
10.202
4.376
4.948
5.379
4.727
5.511
3.326
3.82
5.659
5.781
3.803
2.499
2.164
4.425
6.067
5.314
3.563
5.326
6.291
6.063
6.197
5.72
2.646
3.073
5.74
3.66
2.103
4.606
10.85
2.936
3.44
2.337
3.629
2.553
RNA_SAMPLE_00672
SSA_West
West
true
false
Female
53
Tumor
Basal_like
true
51.41
18,724
9.043
10.506
10.433
2.594
0
1.237
1.412
9.405
8.99
7.344
5.461
9.567
11.056
10.205
12.598
5.636
5.732
5.768
6.107
6.258
5.102
5.144
5.821
4.648
4.868
3.96
5.597
4.661
5.398
6.293
9.926
5.273
4.316
5.331
1.758
1.984
RNA_SAMPLE_00673
SSA_West
West
true
false
Male
42
Tumor
Luminal_A
true
68.68
16,837
10.911
11.4
10.655
10.929
10.355
9.248
9.823
5.716
7.079
7.464
5.4
2.405
3.031
2.482
3.179
5.83
6.753
4.961
4.914
5.805
5.423
4.066
4.693
5.153
4.967
5.266
4.902
5.192
6.825
5.5
10.255
4.816
4.994
4.637
3.861
1.727
RNA_SAMPLE_00674
SSA_West
West
true
false
Female
36
Tumor
Basal_like
true
56.5
18,180
10.573
10.622
11.156
2.415
2.796
3.147
0.506
8.491
8.124
9.27
6.784
7.432
8.532
7.943
9.391
6.267
7.839
4.91
8.609
5.894
5.926
6.063
4.147
4.886
3.297
4.796
5.498
6.188
5.735
7.829
9.433
4.539
5.804
5.369
4.042
3.165
RNA_SAMPLE_00675
SSA_West
West
true
false
Female
59
Normal_breast
Normal_like
false
51.38
15,933
10.68
10.846
10.804
5.072
4.199
5.223
3.394
4.163
4.505
6.198
4.749
5.486
3.947
1.425
4.758
5.744
3.024
5.428
6.146
2.983
3.943
5.768
4.754
6.249
4.571
4.471
5.084
3.098
3.607
5.863
9.653
3.809
2.775
2.321
3.144
4.376
RNA_SAMPLE_00676
SSA_West
West
true
false
Female
54
Tumor
HER2_enriched
true
69.77
17,488
10.786
10.085
10.659
6.098
5.038
6.352
5.229
8.026
9.192
10.018
13.231
4.734
5.563
5.667
5.66
6.049
7.219
5.31
4.782
5.75
5.151
7.157
5.013
6.362
4.658
2.973
7.018
5.773
8.828
5.636
9.202
3.695
4.828
6.022
2.115
3.353
RNA_SAMPLE_00677
SSA_West
West
true
false
Female
76
Tumor
Luminal_A
true
61.47
15,740
10.604
10.192
11.092
8.104
10.663
9.204
10.043
6.892
6.567
8.488
6.308
1.769
6.019
3.857
3.596
7.67
4.121
5.348
4.347
5.341
4.152
5.523
5.458
5.412
2.202
4.936
5.709
8.568
5.471
5.306
10.083
3.968
5.936
4.209
2.295
3.632
RNA_SAMPLE_00678
SSA_West
West
true
false
Female
55
Tumor
Basal_like
true
61.69
17,231
10.02
11.186
10.184
0.275
2.37
1.785
1.761
9.669
8.68
7.251
5.46
10.845
10.714
10.285
13.393
7.96
5.099
4.931
7.626
6.459
6.832
5.1
5.356
3.9
4.43
3.725
5.719
7.424
6.344
7.325
9.914
5.939
4.45
4.71
3.363
4.354
RNA_SAMPLE_00679
SSA_West
West
true
false
Female
54
Tumor
Luminal_A
true
63.73
17,018
11.451
10.591
10.302
10.007
10.373
8.734
10.129
4.776
6.199
6.343
6.768
1.15
3.621
4.549
5.19
6.953
5.525
7.979
4.74
4.844
5.516
6.244
6.079
3.369
3.432
4.99
5.111
5.871
6.359
6.484
10.689
6.017
5.506
4.018
3.469
3.865
RNA_SAMPLE_00680
SSA_West
West
true
false
Female
48
Normal_breast
Normal_like
false
53.63
16,547
10.619
10.437
10.076
7.534
4.455
5.495
5.144
3.666
5.888
5.499
5.244
2.747
4.176
3.187
4.077
6.236
2.356
5.802
7.173
6.549
5.696
6.101
4.235
5.216
3.665
3.38
4.988
3.803
2.146
4.438
9.978
3.555
2.672
1.622
3.221
3.268
RNA_SAMPLE_00681
SSA_West
West
true
false
Female
59
Tumor
HER2_enriched
true
51.78
16,324
11.064
10.009
11.142
4.73
5.619
5.964
5.7
9.122
8.392
8.343
9.424
5.481
7.254
4.41
5.793
5.176
6.985
6.519
5.633
5.111
6.081
5.537
4.392
4.125
4.829
3.613
6.535
7.088
5.298
5.486
11.298
5.17
6.315
7.506
3.191
2.31
RNA_SAMPLE_00682
SSA_West
West
true
false
Female
57
Tumor
Basal_like
true
61.02
16,773
10.734
11.059
11.116
0
3.19
2.274
1.426
9.734
7.95
7.996
6.859
10.58
12.381
9.677
10.85
6.687
6.706
6.921
6.76
5.517
3.753
6.278
3.364
4.39
3.666
5.113
6.278
8.375
5.113
5.4
8.2
4.583
4.994
6.672
3.837
3.191
RNA_SAMPLE_00683
SSA_West
West
true
false
Female
64
Tumor
Luminal_A
true
57.51
17,917
11.336
10.377
10.426
9.569
8.266
11.211
9.417
6.211
7.956
5.96
8.066
1.402
4.174
2.965
1.605
4.364
5.64
4.54
5.883
4.829
4.043
6.373
5.765
3.877
4.888
4.41
5.568
5.608
7.34
6.319
11.111
5.381
5.188
4.394
3.126
3.817
RNA_SAMPLE_00684
SSA_West
West
true
false
Female
44
Tumor
Basal_like
true
60.65
19,323
11.21
10.101
10.458
2.673
0.473
1.884
1.067
9.041
8.075
10.053
5.291
11.298
8.708
10.134
8.965
7.493
5.526
6.213
6.652
4.828
4.42
5.667
3.761
6.708
4.177
2.973
6.235
7.078
5.683
4.558
9.901
6.109
5.686
5.822
3.765
4.266
RNA_SAMPLE_00685
SSA_West
West
true
false
Female
45
Tumor
Luminal_A
true
38.45
15,410
10.784
10.839
9.926
9.218
11.722
9.646
10.21
8.291
6.594
7.287
7.371
3.097
3.028
4.918
3.49
4.491
6.582
2.645
7.078
5.332
5.507
5.575
6.698
5.657
4.28
3.443
5.286
6.642
6.223
7.687
9.348
4.077
5.24
4.932
2.041
2.585
RNA_SAMPLE_00686
SSA_West
West
true
false
Female
45
Tumor
Basal_like
true
65.64
15,415
10.131
10.336
10.346
2.793
1.445
3.631
0.957
9.365
8.96
9.003
3.338
9.183
10.299
8.137
6.992
5.065
6.637
6.777
5.076
5.319
5.881
6.693
6.658
6.32
3.815
4.256
6.571
6.283
5.123
7.941
10.346
6.196
6.028
5.153
1.801
3.601
RNA_SAMPLE_00687
SSA_West
West
true
false
Female
59
Tumor
Luminal_A
true
65.49
17,347
11.776
10.417
10.543
10.207
9.503
9.765
11.033
5.853
5.921
7.078
5.48
3.402
3.339
4.252
4.464
5.34
5.414
5.465
5.192
6.663
5.952
6.64
4.711
6.626
4.408
4.916
4.091
7.626
6.44
7.864
10.889
3.362
6.217
5.15
3.514
3.434
RNA_SAMPLE_00688
SSA_West
West
true
false
Female
66
Tumor
Luminal_A
true
59.21
16,514
11.053
10.284
10.714
11.402
8.781
9.801
11.168
5.682
4.592
4.518
6.33
5.521
2.585
3.154
3.564
6.606
6.357
5.347
6.099
6.455
4.019
5.161
4.419
4.846
4.885
3.22
8.309
6.659
5.415
5.868
8.969
3.82
4.692
6.047
1.875
3.986
RNA_SAMPLE_00689
SSA_West
West
true
false
Female
45
Normal_breast
Normal_like
false
48.51
15,286
10.537
10.887
11.049
5.285
6.01
6.801
6.314
4.587
4.805
4.013
6.818
3.868
1.816
2.492
3.316
6.142
4.609
5.404
4.085
5.58
6.171
5.711
2.789
4.863
2.848
4.404
4.07
5.712
3.668
4.073
9.901
3.575
2.223
2.2
3.549
4.468
RNA_SAMPLE_00690
SSA_West
West
true
false
Female
45
Tumor
Luminal_B
true
68.31
16,888
10.996
10.954
10.671
8.919
9.763
10.916
9.988
9.203
10.039
7.302
8.001
5.748
5.127
3.281
3.044
7.133
5.916
5.806
5.519
6.859
6.377
5.333
6.32
5.66
5.085
5.521
7.236
4.274
6.514
7.478
9.425
6.591
5.497
5.767
3.766
1.924
RNA_SAMPLE_00691
SSA_West
West
true
false
Female
53
Tumor
Basal_like
true
67.96
17,591
10.476
11.512
9.753
1.387
3.453
3.009
1.462
8.288
8.838
9.392
5.456
10.517
10.731
10.233
10.107
5.251
6.401
6.381
5.49
5.868
6.674
5.671
6.001
6.503
4.383
5.217
4.323
5.918
5.524
8.036
10.606
4.633
4.82
4.503
3.362
3.255
RNA_SAMPLE_00692
SSA_West
West
true
false
Female
47
Tumor
Luminal_A
true
57.62
16,097
10.747
12.051
10.57
11.268
9.825
11.093
10.726
6.59
7.262
7.821
6.99
3.43
4.445
5.604
1.978
4.355
7.037
5.081
6.867
5.004
5.188
6.546
6.27
4.589
4.947
3.809
6.558
6.183
5.951
5.506
8.762
4.594
5.654
5.463
2.432
3.984
RNA_SAMPLE_00693
SSA_West
West
true
false
Female
60
Normal_breast
Normal_like
false
53.94
15,898
10.048
11.47
10.809
7.178
5.012
3.814
4.7
6.186
4.016
6.638
4.422
4.142
3.958
3.304
3.311
3.961
6.906
5.464
3.321
3.91
5.609
5.121
3.496
7.415
1.42
3.513
4.162
3.461
4.997
4.656
10.228
3.057
3.544
2.947
2.906
4.889
RNA_SAMPLE_00694
SSA_West
West
true
false
Female
25
Normal_breast
Normal_like
false
65.15
15,273
10.624
10.554
9.913
5.101
6.441
5.899
7.362
5.893
4.739
5.821
4.951
1.703
4.935
4.289
7.21
4.414
5.685
4.211
4.084
7.235
3.28
5.101
6.699
3.741
3.472
4.746
2.941
4.472
3.352
5.481
11.156
2.73
0.817
3.527
4.932
4.533
RNA_SAMPLE_00695
SSA_West
West
true
false
Female
41
Tumor
Basal_like
true
64.32
17,488
10.6
10.388
10.788
1.896
2.814
1.27
1.689
9.198
8.351
7.716
6.55
9.058
10.849
11.263
12.329
8.708
7.72
5.695
6.104
5.862
5.535
5.728
6.711
5.705
5.211
3.37
7.078
4.922
7.713
6.407
8.969
5.35
5.952
4.581
2.369
2.755
RNA_SAMPLE_00696
SSA_West
West
true
false
Female
41
Normal_breast
Normal_like
false
57.39
12,692
10.774
10.418
11.081
5.991
6.949
6.001
4.378
5.519
5.582
4.391
4.541
0.71
4.477
3.421
2.902
3.864
4.372
5.305
5.047
4.758
3.955
4.747
4.302
4.853
4.407
3.361
5.722
3.478
2.332
3.823
9.552
5.765
2.664
1.811
4.033
3.869
RNA_SAMPLE_00697
SSA_West
West
true
false
Female
24
Normal_breast
Normal_like
false
40.67
15,431
10.783
10.541
10.367
5.132
4.877
4.219
6.985
7.438
3.973
4.397
3.918
4.569
2.282
4.338
4.013
4.647
6.16
4.45
4.802
3.905
2.803
5.954
4.444
6.041
3.483
3.702
4.206
3.461
2.385
3.129
9.24
2.973
3.894
2.419
3.92
4.191
RNA_SAMPLE_00698
SSA_West
West
true
false
Female
39
Tumor
Luminal_A
true
53.65
17,462
11.25
10.897
10.675
9.159
9.881
9.247
9.413
6.378
6.292
7.533
6.212
3.966
2.943
2.407
4.228
5.919
4.9
2.375
6.621
6.199
6.539
6.587
5.513
5.125
2.688
4.422
5.551
5.217
4.641
4.97
8.923
5.794
5.893
4.406
3.98
3.082
RNA_SAMPLE_00699
SSA_West
West
true
false
Female
40
Tumor
Luminal_B
true
71.75
17,715
11.016
10.823
10.339
7.68
9.205
8.905
11.599
8.748
7.155
7.916
6.932
3.953
2.426
5.089
3.526
6.154
4.896
5.102
6.093
3.636
6.389
6.823
6.805
4.869
4.572
3.898
4.514
6.089
4.543
6.599
10.655
6.033
5.41
4.669
2.849
3.098
RNA_SAMPLE_00700
SSA_West
West
true
false
Female
48
Normal_breast
Normal_like
false
61.7
16,768
10.458
10.991
10.242
5.936
5.151
5.744
4.678
3.58
3.754
5.583
3.886
3.091
4.568
4.844
2.325
2.4
3.996
5.001
5.471
3.938
3.41
4.183
4.533
6.879
3.899
4.384
5.1
3.55
4.1
4.253
10.485
2.897
3.835
3.883
3.773
4.607