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_00501
SSA_West
West
true
false
Female
65
Tumor
HER2_enriched
true
47.59
18,311
10.219
10.533
9.999
4.628
4.055
5.596
6.061
8.129
6.709
6.543
11.81
5.947
5.297
7.241
4.954
6.315
5.979
5.218
5.836
6.255
6.29
5.822
6.924
5.912
4.594
5.652
5.785
7.928
5.526
6.234
8.531
5.701
6.56
4.75
2.774
2.823
RNA_SAMPLE_00502
SSA_West
West
true
false
Female
60
Tumor
Luminal_A
true
58.28
15,742
10.719
11.485
10.45
10.23
10.222
9.604
10.278
6.119
6.918
6.429
5.394
1.341
0.934
3.008
4.497
4.77
5.253
4.846
4.665
7.482
4.782
4.283
4.695
5.567
3.784
4.557
5.27
5.412
5.293
5.909
10.571
5.655
6.126
3.95
2.168
2.265
RNA_SAMPLE_00503
SSA_West
West
true
false
Female
42
Tumor
Luminal_B
true
59.97
15,707
10.355
11.042
11.235
9.693
9.321
8.337
9.021
9.141
8.662
8.885
8.251
3.606
4.76
3.544
4.714
6.727
7.054
6.095
5.894
6.749
4.722
6.801
5.618
5.624
3.894
3.244
7.472
6.404
5.631
6.35
9.731
3.636
4.858
3.874
3.19
4.269
RNA_SAMPLE_00504
SSA_West
West
true
false
Female
33
Tumor
Luminal_A
true
54.87
17,949
10.38
10.69
10.261
10.619
11.346
10.192
10.536
7.034
6.251
7.807
6.282
1.613
2.394
4.239
3.036
5.593
5.261
5.681
6.593
6.873
4.628
6.339
5.677
4.399
4.745
5.964
5.262
5.771
4.394
5.883
10.128
6.579
4.253
5.771
3.241
4.787
RNA_SAMPLE_00505
SSA_West
West
true
false
Female
18
Tumor
Basal_like
true
61.4
16,938
11.123
10.944
11.168
2.561
0.525
2.522
2.499
8.26
9.29
7.164
6.055
11.322
11.651
11.341
9.437
4.835
7.241
6.705
6.793
7.013
4.053
7.123
4.994
6.242
4.288
3.989
4.991
5.828
6.967
6.855
10.762
4.947
6.097
5.553
3.506
3.411
RNA_SAMPLE_00506
SSA_West
West
true
false
Female
44
Normal_breast
Normal_like
false
46.23
15,302
10.73
10.893
11.253
4.866
4.334
6.787
4.214
6.034
4.091
4.37
4.921
1.758
2.336
1.492
4.303
4.788
4.814
4.739
4.782
4.566
5.861
3.413
3.702
6.222
4.04
1.978
4.319
2.41
5.3
4.92
11.678
2.761
2.026
2.568
3.586
4.308
RNA_SAMPLE_00507
SSA_West
West
true
false
Female
77
Tumor
Basal_like
true
45.35
16,993
10.193
10.444
11.391
3.003
2.73
2.636
1.736
8.952
7.427
7.766
5.927
9.156
11.328
10.44
10.143
5.693
6.751
6.978
5.42
5.028
5.331
5.789
5.777
5.408
4.937
4.178
5.103
7.837
7.48
5.123
10.143
6.54
5.257
6.117
3.888
3.215
RNA_SAMPLE_00508
SSA_West
West
true
false
Female
55
Normal_breast
Normal_like
false
67.14
15,779
10.551
10.416
10.476
4.936
4.387
4.601
5.358
5.803
5.327
5.169
7.12
5.519
2.405
4.345
2.075
5.068
3.427
4.193
5.424
4.591
4.029
4.381
4.151
5.371
4.882
3.623
5.03
3.427
3.899
5.784
9.858
3.856
2.424
2.984
3.313
4.053
RNA_SAMPLE_00509
SSA_West
West
true
false
Female
44
Tumor
Luminal_B
true
61.92
17,907
10.41
10.616
11.294
7.791
6.525
8.347
9.61
8.083
7.044
8.071
6.933
2.121
3.592
4.894
3.667
3.987
7.226
4.507
5.873
6.252
5.88
5.291
3.865
6.555
3.25
5.175
7.111
4.779
4.764
5.607
10.736
4.522
5.075
4.598
3.629
2.492
RNA_SAMPLE_00510
SSA_West
West
true
false
Female
55
Tumor
HER2_enriched
true
54.23
15,761
10.168
11.232
10.521
5.049
4.329
5.73
5.179
7.489
7.726
8.622
10.639
4.633
6.063
4.336
3.723
7.055
5.912
5.825
6.521
5.422
5.563
4.086
4.744
7.176
3.364
4.362
8.242
7.187
6.79
5.698
9.501
5.253
5.77
6.518
3.094
2.543
RNA_SAMPLE_00511
SSA_West
West
true
false
Female
33
Tumor
Basal_like
true
59.23
17,624
10.868
10.576
10.14
3.077
1.738
2.245
1.323
8.298
9.497
7.734
4.636
12.31
11.491
11
9.213
6.521
6.226
5.858
6.21
4.212
3.638
5.767
5.645
5.727
4.993
4.76
7.985
7.679
6.558
6.658
10.18
4.273
6.236
5.968
1.674
4.24
RNA_SAMPLE_00512
SSA_West
West
true
false
Female
47
Tumor
Basal_like
true
56.57
16,850
10.628
10.614
11.897
1.739
1.676
2.019
1.152
9.292
8.179
9.501
4.757
9.795
9.294
9.862
8.356
3.855
5.978
4.764
8.034
5.177
6.138
5.778
4.544
5.121
4.967
4.908
7.366
5.844
7.084
5.895
10.809
6.284
4.401
5.721
2.124
3.662
RNA_SAMPLE_00513
SSA_West
West
true
false
Female
51
Tumor
Luminal_A
true
50.97
17,387
11.069
10.734
11.131
10.293
11.567
8.898
9.616
4.58
6.203
5.313
5.413
1.633
2.932
3.805
4.074
6.502
6.444
4.371
4.757
5.674
5.688
6.742
5.241
6.191
4.171
4.622
6.388
5.978
5.024
6.277
10.515
5.086
2.79
4.859
3.543
2.216
RNA_SAMPLE_00514
SSA_West
West
true
false
Female
49
Normal_breast
Normal_like
false
58.53
14,264
10.34
10.603
10.039
6.412
6.764
4.4
5.314
6.893
6.099
3.386
6.167
0
4.238
2.472
4.052
5.047
4.934
5.386
4.304
4.461
5.837
5.005
4.487
4.84
3.562
3.489
4.443
3.13
5.521
4.224
8.531
3.22
2.256
2.978
3.878
4.542
RNA_SAMPLE_00515
SSA_West
West
true
false
Female
59
Tumor
Luminal_A
true
65.33
17,265
11.655
10.338
11.383
11.393
10.337
10.459
10.951
6.184
5.994
6.046
7.092
2.937
2.633
2.257
2.319
4.86
4.883
5.607
4.724
5.943
7.271
6.625
4.545
5.231
3.156
4.476
6.253
6.174
4.951
5.35
10.765
5.317
4.306
3.973
2.942
2.902
RNA_SAMPLE_00516
SSA_West
West
true
false
Female
54
Tumor
Luminal_A
true
49.71
16,630
10.458
10.406
10.486
10.274
10.09
11.255
10.198
7.305
5.176
6.652
6.428
4.369
3.805
5.39
2.382
4.789
5.841
5.37
4.556
5.836
5.054
5.905
3.97
5.236
4.441
4.452
6.699
5.756
6.448
5.931
10.587
3.77
2.917
6.003
2.545
1.637
RNA_SAMPLE_00517
SSA_West
West
true
false
Female
57
Normal_breast
Normal_like
false
48.71
14,377
10.685
10.746
10.291
6.429
4.289
3.149
5.648
4.742
3.105
5.609
3.302
3.365
4.42
3.808
3.741
4.326
4.968
5.309
4.155
3.982
5.709
6.667
6.345
2.636
4.926
3.229
5.801
2.961
2.872
3.95
9.679
2.718
3.754
3.989
3.245
5.312
RNA_SAMPLE_00518
SSA_West
West
true
false
Female
42
Tumor
Luminal_B
true
50.15
16,274
11.967
10.885
10.371
9.264
9.706
9.337
10.28
7.135
7.346
7.11
6.469
4.051
2.724
4.349
4.759
4.277
4.87
4.99
5.281
5.352
6.315
6.382
4.772
6.123
5.537
5.389
6.205
5.946
4.596
5.587
8.805
5.912
4.789
4.931
2.506
1.872
RNA_SAMPLE_00519
SSA_West
West
true
false
Female
60
Tumor
Luminal_B
true
65.7
17,602
11.167
9.824
11.359
8.874
9.777
6.364
9.41
7.926
7.779
7.902
6.704
2.305
2.483
4.032
5.574
6.607
5.73
5.011
7.563
6.113
6.035
4.301
5.73
4.386
6.173
3.543
5.393
5.351
5.63
6.67
10.002
5.034
5.575
3.786
3.599
3.108
RNA_SAMPLE_00520
SSA_West
West
true
false
Female
68
Normal_breast
Normal_like
false
44.38
15,158
10.557
9.188
11.187
6.709
4.194
4.744
6.854
5.664
5.389
5.436
5.374
2.222
2.822
4.697
4.288
5.084
4.152
5.789
3.833
6.333
4.347
4.216
5.027
5.191
3.887
2.609
4.422
4.979
3.919
2.454
9.831
2.094
1.455
2.561
5.299
3.934
RNA_SAMPLE_00521
SSA_West
West
true
false
Female
39
Tumor
Luminal_A
true
57.82
17,852
11.006
9.967
11.635
10.198
10.907
9.405
8.045
6.383
5.398
7.671
5.383
3.532
4.219
4.01
2.899
3.72
3.993
4.743
4.09
5.432
4.814
4.336
4.22
4.067
4.249
3.639
6.026
5.923
5.797
6.647
8.821
5.522
5.314
4.842
2.354
3.032
RNA_SAMPLE_00522
SSA_West
West
true
false
Female
40
Tumor
Luminal_B
true
63.59
15,319
11.005
11.569
10.668
10.303
9.475
9.263
8.299
7.659
7.019
8.943
6.555
6.114
4.526
4.473
2.412
6.165
5.28
4.936
4.844
4.383
5.509
5.35
4.318
5.963
6.216
3.018
5.887
7.658
5.223
6.44
10.314
5.527
6.466
3.568
3.153
2.599
RNA_SAMPLE_00523
SSA_West
West
true
false
Female
65
Normal_breast
Normal_like
false
49.68
15,054
10.353
9.956
9.99
7.626
4.118
6.727
4.465
5.095
6.968
5.795
3.562
3.096
3.469
4.737
3.557
4.641
6.52
6.38
5.499
4.436
2.614
3.849
3.611
4.945
4.644
5.578
5.274
3.29
4.254
4.402
8.752
2.301
2.655
4.704
4.309
2.948
RNA_SAMPLE_00524
SSA_West
West
true
false
Female
48
Tumor
Luminal_B
true
56.6
17,538
10.574
10.522
11.066
10.401
10.216
8.7
8.835
7.691
9.056
7.611
5.377
4.579
4.635
3.514
6.224
4.958
6.918
4.161
5.776
4.772
5.434
6.185
4.987
4.872
4.1
7.684
6.202
6.143
6.435
4.284
10.737
5.569
3.573
6.924
3.002
2.107
RNA_SAMPLE_00525
SSA_West
West
true
false
Male
65
Tumor
Luminal_A
true
62.51
15,909
9.895
10.564
10.586
8.425
9.22
8.967
9.643
7.148
6.641
6.467
4.975
3.466
2.195
1.439
4.553
4.169
5.594
5.013
4.546
6.598
4.96
5.021
4.838
5.658
4.156
3.668
5.077
5.959
5.35
7.725
9.58
5.267
4.927
4.769
3.719
3.464
RNA_SAMPLE_00526
SSA_West
West
true
false
Female
45
Tumor
Basal_like
true
64.49
17,659
9.893
10.92
10.576
1.487
5.46
0.526
1.909
8.829
8.918
7.986
6.025
9.152
10.84
10.688
10.207
6.227
7.884
6.878
6.473
5.882
5.536
5.997
4.955
7.49
4.469
6.844
8.717
5.996
6.74
6.866
10.747
5.605
6.466
4.093
2.512
2.847
RNA_SAMPLE_00527
SSA_West
West
true
false
Female
66
Tumor
Basal_like
true
54.67
14,921
11.142
10.147
10.363
2.755
3.224
1.434
0.963
8.187
10.115
10.171
6.137
10.796
8.918
11.058
11.443
6.465
6.502
5.268
7.468
4.277
5.485
5.912
6.527
6.448
5.325
4.028
8.824
7.588
6.147
6.212
10.608
5.126
4.478
5.566
1.182
3.287
RNA_SAMPLE_00528
SSA_West
West
true
false
Female
51
Normal_breast
Normal_like
false
55.1
14,680
11.075
10.926
9.991
5.544
4.981
5.177
6.646
5.625
4.282
5.224
4.244
2.918
5.347
6.556
5.635
5.077
4.984
5.819
4.902
3.717
6.637
3.931
6.087
5.684
5.474
4.576
3.412
5.085
3.637
3.023
8.535
2.901
1.649
4.149
2.743
3.696
RNA_SAMPLE_00529
SSA_West
West
true
false
Female
53
Tumor
Luminal_B
true
57.3
17,206
10.266
11.267
10.782
8.982
8.35
9.55
10.397
10.695
7.059
7.864
5.393
4.816
2.362
4.331
5.482
5.088
4.568
6.818
6.211
4.483
5.626
4.732
6.455
5.611
5.675
3.462
6.227
5.988
6.255
5.434
8.199
5.543
5.043
4.335
2.599
2.065
RNA_SAMPLE_00530
SSA_West
West
true
false
Female
67
Tumor
HER2_enriched
true
45.13
18,246
10.986
10.024
11.962
4.873
6.715
6.004
4.737
8.85
8.316
7.863
13.119
5.749
5.863
4.742
5.423
5.973
6.499
5.028
3.626
6.721
5.487
6.015
4.884
5.299
5.668
4.627
8.705
7.392
5.832
6.942
11.346
5.676
6.016
6.63
1.124
3.561
RNA_SAMPLE_00531
SSA_West
West
true
false
Female
46
Normal_breast
Normal_like
false
60.77
14,078
11.023
10.497
9.654
6.291
5.49
5.426
6.146
4.051
5.772
4.088
6.513
4.867
5.345
4.057
2.992
4.079
4.019
4.627
4.114
5.292
4.275
4.44
4.657
4.301
3.492
4.325
3.116
2.796
3.822
2.861
11.069
2.441
3.038
3.363
2.99
3.324
RNA_SAMPLE_00532
SSA_West
West
true
false
Female
40
Tumor
Luminal_B
true
54.96
17,938
11.616
11.628
11.337
7.76
8.124
10.387
10.526
8.796
8.806
7.571
9.016
3.123
2.067
4.962
3.301
4.201
6.378
3.672
5.954
5.098
6.941
5.912
6.466
4.524
2.775
3.974
6.612
6.071
7.151
6.546
9.16
5.372
5.138
6.017
2.259
2.469
RNA_SAMPLE_00533
SSA_West
West
true
false
Female
45
Normal_breast
Normal_like
false
53.18
16,696
10.4
10.798
10.518
5.458
6.652
5.61
5.057
4.498
4.693
4.308
4.762
3.571
3.844
2.318
2.995
4.428
4.037
4.221
5.701
6.228
4.718
4.36
4.927
5.076
4.423
3.443
3.458
6.452
2.706
4.901
11.192
2.797
3.352
1.659
4.02
4.928
RNA_SAMPLE_00534
SSA_West
West
true
false
Female
55
Tumor
Basal_like
true
60.96
17,045
11.567
11.11
11.054
1.189
0
2.373
2.006
9.763
9.125
9.044
5.831
9.168
8.286
9.437
9.177
6.254
4.667
5.824
8.229
5.433
5.543
5.514
5.691
5.026
4.151
3.812
5.007
7.673
5.618
8.101
9.388
4.413
7.049
4.316
1.188
1.843
RNA_SAMPLE_00535
SSA_West
West
true
false
Female
33
Normal_breast
Normal_like
false
48.9
13,394
10.219
9.483
11.044
5.92
4.234
3.184
4.596
5.65
6.077
4.764
4.499
2.806
3.865
4.558
3.328
4.426
5.581
6.294
4.513
5.076
4.324
5.072
4.166
6.28
4.598
5.363
3.44
6.07
4.245
3.866
11.006
2.184
3.027
2.875
4.334
3.645
RNA_SAMPLE_00536
SSA_West
West
true
false
Female
57
Tumor
Basal_like
true
55.68
16,543
10.555
10.739
11.344
0
2.766
1.528
1.821
7.913
9.046
8.609
5.575
11.2
11.262
12.204
9.789
6.982
6.934
6.388
7.985
4.926
5.636
5.774
4.422
6.638
4.204
4.694
8.08
6.715
6.54
6.566
9.196
5.196
5.379
5.579
4.103
3.743
RNA_SAMPLE_00537
SSA_West
West
true
false
Female
44
Tumor
HER2_enriched
true
55.3
16,971
11.4
9.838
10.586
4.694
8.443
6.772
5.504
8.464
7.678
10.491
9.507
5.393
4.915
3.765
4.698
4.379
7.57
6.026
6.915
5.064
6.71
5.531
6.466
6.011
4.27
5.2
10.685
5.369
6.379
5.206
10.332
5.681
7.054
5.295
3.761
1.336
RNA_SAMPLE_00538
SSA_West
West
true
false
Female
63
Tumor
Basal_like
true
61.21
15,956
10.996
11.276
10.4
2.541
1.643
2.047
2.411
7.996
8.001
9.867
5.123
12.036
8.37
11.622
10.51
6.206
6.447
4.854
7.422
5.113
4.749
7.448
5.186
4.723
5.032
4.537
7.51
6.583
7.455
8.552
9.394
5.133
4.218
5.804
3.1
4.01
RNA_SAMPLE_00539
SSA_West
West
true
false
Female
24
Tumor
Basal_like
true
59.77
16,898
10.798
10.583
10.884
2.226
2.539
1.772
2.55
9.617
8.674
8.918
5.624
9.028
9.917
11.413
11.515
6.639
5.287
7.279
8.152
6.034
5.498
4.722
5.487
5.055
4.121
5.46
7.383
6.157
6.588
6.495
9.653
4.425
6.162
6.446
2.514
2.478
RNA_SAMPLE_00540
SSA_West
West
true
false
Female
41
Tumor
Basal_like
true
67.26
16,200
10.007
10.478
11.378
1.477
1.352
1.529
0.849
7.682
8.738
7.597
5.402
10.816
10.952
10.331
9.062
5.889
6.645
6.921
6.027
4.866
5.575
5.182
4.583
5.776
4.317
3.303
5.869
6.31
4.976
5.773
10.505
5.108
4.861
6.366
3.28
3.556
RNA_SAMPLE_00541
SSA_West
West
true
false
Female
31
Tumor
Luminal_A
true
53.72
16,658
10.695
10.813
11.843
10.084
11.084
12.288
11.716
6.657
7.648
6.628
6.761
4.509
4.56
4.109
3.299
5.017
4.293
5.662
5.737
6.247
4.187
5.594
5.318
5.448
5.421
5.453
7.016
6.094
5.811
7.204
11.368
6.279
5.391
5.032
3.553
3.604
RNA_SAMPLE_00542
SSA_West
West
true
false
Female
41
Tumor
Luminal_A
true
56.8
16,769
12.224
10.5
11.126
9.486
9.876
9.078
9.081
7.117
6.998
8.34
6.826
3.687
3.449
2.333
4.207
5.331
4.064
6.607
4.926
5.798
5.83
5.689
4.596
6.757
3.644
2.089
6.849
6.816
4.805
5.994
10.864
6.13
5.49
5.662
3.573
2.89
RNA_SAMPLE_00543
SSA_West
West
true
false
Female
53
Tumor
Basal_like
true
51.29
16,686
11.262
11.257
10.802
1.667
3.735
2.124
2.637
7.793
8.944
10.086
4.431
10.454
10.991
12.214
11.671
7.993
7.132
7.19
5.345
4.614
7.013
5.092
5.012
3.423
5.254
3.293
5.68
7.594
4.291
7.859
9.337
5.382
4.879
4.436
2.393
2.338
RNA_SAMPLE_00544
SSA_West
West
true
false
Female
48
Tumor
Luminal_B
true
50.15
18,850
10.215
9.756
9.668
9.436
7.266
8.822
10.97
8.182
8.324
7.47
7.287
3.741
4.37
5.989
3.488
4.712
5.424
6.46
5.162
5.74
5.96
7.437
6.33
4.715
2.328
4.435
5.295
5.514
5.004
5.495
9.58
4.907
4.462
4.426
3.424
2.998
RNA_SAMPLE_00545
SSA_West
West
true
false
Female
47
Tumor
Basal_like
true
60.04
16,940
10.252
11.418
11.716
3.239
0.236
1.338
2.708
8.25
8.299
7.629
5.438
9.514
7.631
11.882
11
4.964
7.168
6.427
7.459
6.161
4.802
6.102
6.14
6.45
5.198
6.17
7.453
5.715
6.677
5.451
10.968
4.815
7.285
5.266
2.965
2.628
RNA_SAMPLE_00546
SSA_West
West
true
false
Female
48
Normal_breast
Normal_like
false
44.26
14,363
10.616
10.509
10.287
5.806
4.957
5.495
7.266
4.427
4.697
3.845
4.662
3.949
2.866
2.139
3.934
5.267
5.414
3.561
6.171
4.561
4.093
5.922
6.202
4.716
3.051
4.198
2.668
6.552
2.968
4.356
9.871
2.264
2.251
3.902
4.294
3.443
RNA_SAMPLE_00547
SSA_West
West
true
false
Female
52
Tumor
Basal_like
true
55.52
16,023
11.141
11.161
10.964
2.254
2.627
0.351
2.275
10.068
9.231
9.053
5.164
9.817
9.872
10.768
9.918
4.477
7.098
6.822
6.655
4.657
5.057
5.967
5.524
4.872
5.47
3.538
3.515
6.587
6.63
6.558
10.321
5.054
6.321
4.407
2.983
2.499
RNA_SAMPLE_00548
SSA_West
West
true
false
Female
39
Tumor
Luminal_A
true
68.05
16,046
10.735
10.743
10.798
9.27
10.366
10.029
10.343
8.074
6.616
5.505
8.761
4.675
4.285
3.281
4.388
3.443
7.046
6.396
5.323
6.284
6.057
4.592
5.661
5.838
4.18
4.103
6.901
6.176
7.878
5.347
10.328
4.264
5.542
4.109
3.231
3.945
RNA_SAMPLE_00549
SSA_West
West
true
false
Female
58
Normal_breast
Normal_like
false
50.42
13,811
10.973
10.68
10.457
4.532
3.89
7.752
4.927
4.007
5.315
3.982
5.498
5.121
2.231
3.142
4.017
3.582
3.889
4.683
6.761
4.232
4.745
7.232
5.716
3.475
3.59
4.326
5.447
5.393
4.56
4.717
8.961
2.446
1.962
3.824
4.301
4.085
RNA_SAMPLE_00550
SSA_West
West
true
false
Female
57
Normal_breast
Normal_like
false
62.35
15,645
11.069
10.878
10.927
4.457
6.474
5.973
5.091
5.684
6.286
4.902
4.25
2.656
1.826
3.298
4.208
6.534
3.994
5.159
4.823
4.992
3.623
4.09
6.633
5.908
4.055
4.216
4.743
3.552
3.593
3.384
10.135
2.08
2.469
3.405
3.718
2.6
RNA_SAMPLE_00551
SSA_West
West
true
false
Female
54
Tumor
Luminal_A
true
56.97
17,654
10.758
9.855
11.216
9.754
10.339
11.045
9.876
4.591
8.256
4.292
6.467
5.055
2.663
2.734
3.24
5.319
4.64
4.864
6.575
5.022
5.952
4.678
6.746
6.344
4.219
4.877
7.522
4.998
4.944
6.374
8.966
3.758
3.717
5.119
1.372
2.677
RNA_SAMPLE_00552
SSA_West
West
true
false
Female
56
Tumor
HER2_enriched
true
32.56
17,525
10.952
10.594
11.291
6.795
5.209
5.123
6.884
9.185
8.231
6.74
12.729
5.08
4.93
1.593
5.639
5.939
5.46
5.163
6.111
5.921
5.156
6.003
4.463
4.913
4.918
3.936
8.217
6.777
5.332
4.931
10.628
5.014
6.233
5.068
3.194
2.732
RNA_SAMPLE_00553
SSA_West
West
true
false
Female
53
Normal_breast
Normal_like
false
52.04
15,875
10.51
10.831
9.651
5.916
5.523
5.238
3.109
3.331
5.227
5.354
5.409
3.491
2.062
2.266
0.969
4.925
6.706
4.708
4.04
5.023
4.878
3.437
5.229
4.902
3.646
5.589
3.899
5.823
3.173
2.49
9.352
3.939
2.393
1.859
4.272
3.693
RNA_SAMPLE_00554
SSA_West
West
true
false
Female
72
Tumor
Luminal_A
true
64.6
16,194
10.238
11.53
10.284
9.165
10.462
7.213
10.733
8.288
7.365
5.459
6.077
3.577
3.938
5.437
5.383
5.285
4.969
4.718
6.144
6.472
5.561
5.499
7.402
6.112
2.452
4.269
6.201
5.731
7.262
5.67
9.212
4.432
5.54
3.916
2.606
3.678
RNA_SAMPLE_00555
SSA_West
West
true
false
Female
49
Tumor
Basal_like
true
49.12
15,755
9.852
10.252
10.439
1.763
1.083
1.618
2.98
9.334
11.134
8.327
5.351
10.685
9.883
10.468
8.199
5.929
7.178
8.204
7.749
5.613
5.933
5.797
5.001
4.637
4.523
4.201
7.339
4.119
6.326
7.709
10.461
4.714
4.453
5.463
3.628
3.413
RNA_SAMPLE_00556
SSA_West
West
true
false
Female
47
Tumor
Basal_like
true
60.92
17,770
10.829
11
11.169
1.555
1.114
2.729
1.489
7.054
10.427
9.254
6.009
10.278
11.505
8.96
10.504
6.582
6.851
4.591
6.894
5.123
4.914
4.095
7.509
5.385
4.521
3.353
4.971
7.315
5.15
7.804
11.44
4.88
5.131
3.465
1.606
3.506
RNA_SAMPLE_00557
SSA_West
West
true
false
Female
42
Tumor
Luminal_B
true
70.04
16,061
10.385
9.909
10.135
10.329
9.31
7.205
9.566
10.371
7.606
7.334
7.882
5.208
4.986
3.619
3.495
3.776
4.27
5.861
4.965
5.722
5.285
5.556
5.517
6.172
5.064
4.285
5.796
5.964
5.216
7.086
9.55
4.872
5.141
5.248
3.215
2.891
RNA_SAMPLE_00558
SSA_West
West
true
false
Female
39
Tumor
Basal_like
true
73.16
17,090
10.574
11.599
10.311
3.795
0.005
1.598
0.33
7.638
9.453
9.286
5.192
12.46
11.861
10.438
8.33
7.259
5.817
6.592
7.098
5.139
6.651
5.158
5.985
6.18
5.121
5.87
5.678
5.367
6.179
9.544
11.08
5.06
5.222
5.488
3.218
3.513
RNA_SAMPLE_00559
SSA_West
West
true
false
Female
36
Tumor
HER2_enriched
true
65.46
18,436
11.701
10.633
10.593
5.636
5.723
6.369
6.636
10.226
7.791
8.859
10.959
5.486
8.207
4.836
7.943
5.163
5.54
5.657
6.175
5.361
6.188
3.027
4.618
7.205
3.033
3.979
7.112
6.455
5.65
6.945
10.669
5.022
5.826
6.189
3.864
3.296
RNA_SAMPLE_00560
SSA_West
West
true
false
Female
40
Tumor
Basal_like
true
73.68
17,056
10.208
10.591
11.306
1.107
0
2.46
1.556
11.248
9.266
10.237
5.309
11.213
10.946
12.155
10.73
5.776
7.339
5.586
5.483
5.46
5.206
5.515
4.899
6.508
5.295
5.048
7.232
4.652
6.616
7.358
11.073
5.337
6.543
5.746
0.934
2.921
RNA_SAMPLE_00561
SSA_West
West
true
false
Female
49
Tumor
Luminal_A
true
53.28
16,265
11.226
10.849
10.441
9.323
10.438
9.816
10.697
5.674
6.119
5.38
6.246
6.113
2.616
2.932
2.511
5.317
5.428
6.718
5.094
5.603
3.813
4.722
6.477
4.73
4.991
3.467
5.827
7.715
6.745
4.048
12.577
4.169
6.493
4.643
2.017
2.639
RNA_SAMPLE_00562
SSA_West
West
true
false
Female
54
Tumor
Basal_like
true
54.77
16,342
10.73
10.939
11.41
2.214
2.077
1.277
1.72
8.496
7.627
11.551
6.042
10.806
11.961
7.402
13.186
5.441
5.417
5.757
7.284
7.43
6.976
5.066
3.882
5.127
3.724
2.82
7.083
6.504
7.001
7.232
10.548
5.448
6.812
5.108
2.489
2.815
RNA_SAMPLE_00563
SSA_West
West
true
false
Female
51
Normal_breast
Normal_like
false
54.3
15,818
10.33
10.34
11.152
4.192
8.247
5.199
5.296
5.37
5.532
4.345
5.338
2.38
2.781
1.574
3.669
4.624
2.786
4.119
4.771
5.773
3.846
4.729
4.01
5.653
3.199
4.267
3.642
2.296
3.93
2.816
10.896
4.455
3.51
2.488
4.018
4.232
RNA_SAMPLE_00564
SSA_West
West
true
false
Female
42
Normal_breast
Normal_like
false
58.68
14,773
10.704
9.66
10.621
4.64
5.543
4.462
5.911
5.638
4.767
4.134
5.574
5.369
5.806
3.975
3.834
3.485
6.114
2.477
5.992
5.024
2.811
5.303
4.859
4.596
3.557
3.783
3.978
2.524
4.403
3.62
11.269
3.688
3.778
4.489
4.589
3.883
RNA_SAMPLE_00565
SSA_West
West
true
false
Female
60
Tumor
Basal_like
true
39.53
17,289
11.565
11.147
10.446
2.06
1.444
2.306
1.49
10.439
9.12
9.258
4.972
9.999
9.113
12.201
9.884
6.46
4.751
5.068
6.05
5.22
5.72
7.31
3.684
6.381
4.748
3.744
6.066
7.62
6.438
6.178
9.161
4.831
4.527
6.208
2.373
2.045
RNA_SAMPLE_00566
SSA_West
West
true
false
Female
58
Tumor
Luminal_A
true
61.4
16,020
11.473
10.721
10.803
10.208
10.571
10.71
10.029
5.484
6.346
6.559
5.168
0.974
2.045
1.159
2.916
4.727
5.589
6.209
5.789
5.891
6.351
5.206
3.154
3.93
4.749
4.477
6.695
8.842
6.219
5.904
10.277
4.048
5.604
4.863
4.346
1.72
RNA_SAMPLE_00567
SSA_West
West
true
false
Female
48
Tumor
HER2_enriched
true
60.04
16,246
10.167
11.011
10.541
7.331
5.469
5.607
8.015
7.149
7.716
5.41
11.353
5.829
5.492
5.173
3.948
5.81
5.602
5.995
6.174
5.184
5.521
5.412
4.893
5.572
3.151
4.463
5.389
6.474
6.965
5.574
10.826
6.931
4.98
5.384
3.97
1.562
RNA_SAMPLE_00568
SSA_West
West
true
false
Female
43
Tumor
Basal_like
true
60.27
16,637
11.15
10.577
10.926
1.177
2.952
0.878
2.871
9.076
6.646
9.063
6.407
9.025
9.484
10.607
9.886
6.63
6.091
4.98
8.628
5.194
5.612
7.095
6.277
5.993
5.252
4.796
7.051
7.067
6.331
7.575
10.54
3.66
6.181
4.865
3.194
1.662
RNA_SAMPLE_00569
SSA_West
West
true
false
Female
56
Tumor
Luminal_A
true
55.33
16,562
10.968
10.406
9.617
9.51
9.619
10.633
10.148
5.733
6.777
8.334
7.97
1.209
6.47
4.921
5.402
3.98
5.086
6.089
4.378
5.975
6.97
5.2
7.033
6.132
2.627
3.518
7.108
4.968
7.079
6.612
10.25
4.538
5.241
6.346
2.688
3.488
RNA_SAMPLE_00570
SSA_West
West
true
false
Female
52
Tumor
Basal_like
true
76.05
17,314
10.455
10.449
9.658
0.789
2.338
2.97
1.574
9.957
9.894
8.229
5.204
8.885
11.393
10.504
11.565
6.24
5.359
7.08
4.318
5.197
4.803
6.873
7.075
5.881
3.779
5.849
5.802
5.116
4.513
6.602
8.628
6.635
5.036
4.471
3.893
3.701
RNA_SAMPLE_00571
SSA_West
West
true
false
Female
34
Tumor
Basal_like
true
73.31
14,960
9.745
11.48
9.297
0.785
2.055
0.671
2.211
7.851
10.29
9.718
6.075
10.074
9.26
10.338
9.022
8.217
6.619
5.43
7.866
5.458
6.759
6.732
5.893
4.358
3.778
7.53
5.949
6.243
6.028
5.56
10.563
4.429
4.835
5.747
2.8
3.13
RNA_SAMPLE_00572
SSA_West
West
true
false
Female
49
Normal_breast
Normal_like
false
49.75
13,593
11.232
11.072
10.022
5.977
5.009
6.583
6.359
6.256
4.053
3.645
3.142
6.71
4.587
4.994
1.779
5.435
3.078
5.255
4.82
4.732
4.512
6.058
4.529
6.218
3.757
4.136
4.55
4.46
4.228
6.153
10.903
0.955
2.833
4.189
3.35
4.004
RNA_SAMPLE_00573
SSA_West
West
true
false
Female
53
Tumor
Basal_like
true
60.63
18,910
10.177
10.248
10.953
2.345
2.522
2.322
1.881
9.56
9.205
8.751
5.737
9.852
9.65
11.169
8.932
6.989
6.036
6.197
6.123
5.953
6.832
7.123
6.443
5.571
5.019
2.48
7.108
6.89
4.955
5.919
10.222
5.805
6.266
6.836
2.881
2.09
RNA_SAMPLE_00574
SSA_West
West
true
false
Female
40
Tumor
Luminal_B
true
66.58
18,545
11.334
10.935
11.7
8.726
10.599
7.84
6.734
6.823
7.425
8.001
6.367
4.153
4.776
4.423
3.835
6.703
4.7
5.259
4.95
6.087
5.117
5.86
6.235
5.044
2.861
4.097
5.204
5.358
3.529
4.38
10.64
4.25
5.925
4.428
3.389
2.797
RNA_SAMPLE_00575
SSA_West
West
true
false
Female
52
Tumor
Basal_like
true
65.2
16,695
10.807
11.315
10.936
1.312
0.127
1.891
2.43
9.154
8.122
9.152
6.46
12.172
10.229
13.448
12.244
6.468
6.562
7.689
5.337
4.778
4.341
5.27
4.726
5.181
4.269
3.059
7.866
7.692
6.04
7.982
10.311
6.379
4.415
5.231
3.503
2.869
RNA_SAMPLE_00576
SSA_West
West
true
false
Female
34
Normal_breast
Normal_like
false
48.59
14,867
10.687
10.556
11.279
4.511
5.595
6.204
4.256
4.656
5.174
6.503
5.136
4.41
4.488
0.193
3.596
4.364
6.303
5.499
5.675
5.468
5.094
5.752
4.981
6.156
2.838
4.734
3.637
4.679
2.428
4.27
9.879
2.964
1.586
3.026
4.104
2.575
RNA_SAMPLE_00577
SSA_West
West
true
false
Female
65
Tumor
Basal_like
true
50.79
17,189
10.903
10.675
10.722
2.027
1.455
1.822
0.598
8.415
8.958
10.236
5.678
12.974
12.816
10.584
10.003
8.566
7.046
6.739
5.579
5.115
4.6
6.839
5.951
5.221
3.875
3.408
6.43
6.671
4.224
5.536
9.459
6.368
5.057
4.065
2.119
4.38
RNA_SAMPLE_00578
SSA_West
West
true
false
Female
64
Tumor
Basal_like
true
57.02
15,753
9.863
10.712
10.765
2.441
4.727
0.764
1.631
9.292
8.562
6.934
6.311
9.742
9.223
9.428
12.361
7.599
5.209
4.568
7.198
7.352
7.599
4.226
6.722
5.495
2.563
3.526
5.714
6.975
5.133
7.444
10.38
6.316
4.972
5.817
2.171
3.541
RNA_SAMPLE_00579
SSA_West
West
true
false
Female
47
Tumor
Luminal_A
true
58.1
16,832
10.684
9.829
11.295
10.083
11.194
11.12
9.187
6.23
4.949
7.726
7.125
3.741
3.169
2.336
5.039
7.505
6.822
5.333
5.89
6.463
5.585
7.25
6.624
8.007
4.475
2.127
6.072
5.62
6.173
7.783
9.567
4.335
4.483
6.723
2.631
3.208
RNA_SAMPLE_00580
SSA_West
West
true
false
Female
54
Normal_breast
Normal_like
false
64.77
15,796
9.373
10.258
10.174
3.757
5.024
2.778
5.825
5.007
4.292
3.191
6.394
2.818
4.817
3.349
5.251
5.384
4.911
3.96
6.099
4.815
4.267
4.858
4.958
5.787
2.106
5.945
4.463
3.984
4.444
2.469
10.099
3.52
2.764
3.419
4.634
3.417
RNA_SAMPLE_00581
SSA_West
West
true
false
Female
23
Tumor
Luminal_A
true
69.99
16,927
11.653
11.355
10.903
9.188
9.888
11.008
9.44
6.933
7.046
6.388
5.978
5.417
4.07
3.138
2.552
6.399
5.431
6.477
4.578
5.772
5.068
7.067
5.831
4.604
5.141
5.411
5.663
5.19
3.797
7.101
8.598
4.961
3.62
6.441
4.068
3.24
RNA_SAMPLE_00582
SSA_West
West
true
false
Female
37
Tumor
Basal_like
true
68.38
16,841
10.288
9.862
11.096
0.991
4.527
0.888
3.012
10.276
7.66
8.55
5.57
14.679
10.206
9.134
11.09
5.252
6.238
5.845
6.818
4.995
4.873
6.471
5.76
5.525
2.568
4.86
6.029
6.778
4.656
6.777
10.154
5.316
4.791
6.433
2.403
3.728
RNA_SAMPLE_00583
SSA_West
West
true
false
Female
47
Tumor
Luminal_B
true
68.38
16,001
11.074
10.485
11.019
8.064
8.885
9.077
8.971
8.381
7.191
7.448
8.014
3.505
3.403
2.99
3.448
4.473
6.229
5.051
4.416
5.317
4.243
4.73
6.719
4.521
4.171
6.286
6.249
5.489
4.012
6.167
9.386
5.446
4.459
5.222
4.157
3.537
RNA_SAMPLE_00584
SSA_West
West
true
false
Female
38
Normal_breast
Normal_like
false
39.45
15,106
10.982
9.74
11.344
5.641
6.076
5.156
5.546
4.106
6.547
6.793
7.147
1.381
3.895
4.019
2.653
5.173
3.363
6.272
3.267
5.225
5.71
4.46
6.235
3.358
3.772
2.282
3.227
3.506
3.445
5.271
9.062
1.757
2.655
3.091
4.403
4.923
RNA_SAMPLE_00585
SSA_West
West
true
false
Female
58
Tumor
Luminal_A
true
42.8
19,026
10.291
10.561
10.712
7.83
9.568
10.992
10.631
6
6.713
6.962
6.541
4.091
2.539
2.366
3.144
3.086
6.193
5.583
5.278
6.217
5.848
6.457
6.922
5.798
3.652
4.952
5.284
5.238
5.707
7.158
10.6
5.709
5.098
5.456
3.481
2.449
RNA_SAMPLE_00586
SSA_West
West
true
false
Female
72
Tumor
Luminal_B
true
64.71
16,995
10.498
10.522
10.424
8.719
8.992
9.665
10.509
8.568
8.117
6
9.719
3.15
3.189
5.517
2.679
5.872
5.037
5.247
5.55
4.426
5.389
6.423
5.433
8.649
4.382
3.223
5.478
4.065
7.078
7.605
10.674
4.328
4.302
5.589
2.583
2.311
RNA_SAMPLE_00587
SSA_West
West
true
false
Female
37
Tumor
Basal_like
true
52.22
19,242
10.468
11.116
10.975
1.151
2.041
0.999
3.448
8.089
9.365
8.506
4.875
11.793
9.875
8.304
11.009
5.593
6.458
7.156
6.657
6.3
4.332
6.579
5.232
4.216
2.091
4.022
5.714
5.729
6.834
8.22
9.279
5.574
5.046
4.71
2.187
4.314
RNA_SAMPLE_00588
SSA_West
West
true
false
Female
41
Tumor
Luminal_B
true
60.11
16,771
10.357
10.734
10.381
10.93
9.252
9.139
9.117
9.308
7.978
7.524
7.461
4.95
5.42
4.258
4.275
6.493
2.766
5.588
4.916
5.552
5.82
6.621
4.254
4.853
3.499
3.754
4.63
8.137
6.871
5.225
10.012
4.652
5.125
4.386
1.782
2.542
RNA_SAMPLE_00589
SSA_West
West
true
false
Female
53
Tumor
Basal_like
true
71.05
15,218
11.249
10.98
10.5
2.75
2.209
0
1.595
8.625
10.445
8.599
5.589
9.107
10.424
9.073
11.803
5.879
5.109
7.526
4.994
5.73
4.161
5.764
6.461
4.917
3.238
3.266
6.445
8.428
7.568
7.67
9.144
6.378
6.29
5.744
2.495
3.778
RNA_SAMPLE_00590
SSA_West
West
true
false
Female
68
Tumor
Basal_like
true
54.58
17,788
10.51
10.207
10.497
3.968
0.834
2.992
2.84
8.816
8.448
7.752
7.089
9.072
7.154
10.87
8.879
6.19
4.956
5.719
6.369
5.744
6.705
5.501
5.596
5.284
5.132
3.282
6.062
6.499
5.594
7.896
10.255
4.519
5.827
6.548
2.424
4.089
RNA_SAMPLE_00591
SSA_West
West
true
false
Female
37
Normal_breast
Normal_like
false
52.06
15,242
11.099
10.602
10.695
5.592
3.746
5.912
5.752
4.62
2.45
5.622
4.14
2.148
2.034
1.149
4.054
7.156
4.22
5.621
4.706
5.248
4.94
5.704
3.913
5.09
4.821
4.431
4.326
4.098
3.639
3.647
8.757
3.403
4.092
3.235
4.013
4.479
RNA_SAMPLE_00592
SSA_West
West
true
false
Female
53
Tumor
Basal_like
true
43.05
16,391
10.663
9.847
10.78
0.149
2.691
2.226
1.809
9.761
9.147
9.475
6.084
9.468
12.382
11.995
11.014
6.45
7.05
7.56
8.204
5.013
6.441
5.422
4.052
6.254
5.621
5.176
6.331
6.888
7.199
7.073
10.984
6.254
5.037
5.521
2.596
3.129
RNA_SAMPLE_00593
SSA_West
West
true
false
Female
70
Tumor
Basal_like
true
45.05
19,313
10.31
10.443
10.741
0.622
1.665
2.169
3.649
9.142
8.594
7.874
7.938
10.592
10.599
8.854
11.13
5.712
7.772
6.764
6.425
4.309
5.412
5.308
5.611
3.727
3.481
3.854
7
4.57
7.882
7.742
9.204
7.475
5.691
5.413
3.475
3.334
RNA_SAMPLE_00594
SSA_West
West
true
false
Female
32
Normal_breast
Normal_like
false
50.94
13,698
10.281
10.679
10.917
6.94
5.043
5.579
4.84
6.094
4.689
4.412
5.062
1.492
4.149
3.128
6.821
4.182
4.533
5.817
5.582
5.932
4.748
3.968
7.401
5.465
4.003
4.525
2.697
3.544
2.957
4.167
8.898
3.539
3.947
3.917
4.352
4.154
RNA_SAMPLE_00595
SSA_West
West
true
false
Female
36
Normal_breast
Normal_like
false
46.66
15,538
10.445
9.565
10.192
6.292
4.374
4.355
5.3
2.831
5.73
5.641
5.947
3.765
2.477
2.024
4.161
5.515
3.683
3.549
4.781
5.123
5.841
5.596
4.928
5.932
3.485
3.522
4.848
4.958
4.984
3.821
10.057
2.307
3.72
2.527
2.403
3.647
RNA_SAMPLE_00596
SSA_West
West
true
false
Female
45
Normal_breast
Normal_like
false
43.15
11,751
10.213
10.891
10.707
5.912
6.926
4.921
4.355
5.494
5.357
3.734
4.824
4.146
3.83
4.378
2.693
3.382
3.887
5.664
5.836
4.849
6.361
4.854
4.539
3.73
3.732
4.754
5.269
5.069
4.499
5.597
9.225
3.948
3.225
3.168
2.862
4.273
RNA_SAMPLE_00597
SSA_West
West
true
false
Female
44
Normal_breast
Normal_like
false
59.23
12,445
10.898
9.357
9.791
5.406
7.083
5.372
5.97
4.09
4.806
4.945
6.629
2.603
2.709
4.792
3.204
4.913
5.235
4.163
2.748
5.968
5.105
3.851
5.7
6.808
4.873
5.673
2.772
4.25
4.355
3.883
9.738
0.632
4.354
1.707
4.723
4.009
RNA_SAMPLE_00598
SSA_West
West
true
false
Female
59
Tumor
Luminal_A
true
59.76
16,753
10.8
11.02
11.176
9.874
8.795
8.76
11.039
6.229
5.475
5.758
6.706
1.96
3.463
5.004
3.358
3.732
6.368
6.61
6.663
5.553
7.598
6.162
8.191
6.716
5.379
3.74
5.052
6.116
5.807
5.462
9.896
4.842
4.488
5.526
2.399
2.965
RNA_SAMPLE_00599
SSA_West
West
true
false
Female
53
Normal_breast
Normal_like
false
40.28
15,120
10.601
10.019
10.535
5.402
5.039
5.049
5.948
5.028
5.958
3.964
4.812
2.763
3.573
3.823
2.082
5.393
6.963
4.971
3.932
4.737
4.708
4.399
5.65
3.359
4.045
4.961
5.226
5.025
3.34
5.458
10.293
4.139
3.865
3.252
3.804
5.891
RNA_SAMPLE_00600
SSA_West
West
true
false
Female
30
Tumor
Basal_like
true
45.76
16,791
9.997
10.758
10.878
1.357
1.432
0.679
2.452
8.534
9.422
8.476
6.047
11.387
11.074
10.753
10.376
6.777
5.697
6.104
6.647
6.883
4.949
4.703
5.757
6.586
5.031
4.32
7.726
4.69
7.511
6.186
10.504
6.306
5.655
5.556
2.687
4.353