sample_id
stringlengths 13
13
| population
stringclasses 5
values | age
int64 25
85
| age_group
stringclasses 4
values | menopausal_status
stringclasses 2
values | bmi
float64 16
50
| tumor_grade
int64 1
3
| stage
stringclasses 3
values | pam50_subtype
stringclasses 5
values | ER_status
stringclasses 2
values | PR_status
stringclasses 2
values | HER2_status
stringclasses 2
values | is_TNBC
bool 2
classes | MKI67_expr
float64 3.04
15
| ESR1_expr
float64 -2.47
16.8
| PGR_expr
float64 -3.74
19.1
| ERBB2_expr
float64 3.92
18
| KRT5_expr
float64 -2.34
18.3
| KRT17_expr
float64 -2.27
17.4
| ki67_percentage
float64 1
95
| ki67_category
stringclasses 3
values | oncotype_RS
float64 0
85
⌀ | oncotype_risk_category
stringclasses 4
values |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
BC_EXPR_00000
|
East_Africa
| 45
|
40-49
|
Premenopausal
| 27.470105
| 2
|
I
|
Luminal_B
|
Positive
|
Negative
|
Negative
| false
| 8.038647
| 13.496433
| 8.126695
| 7.824229
| 3.659226
| 4.750888
| 41.755224
|
High
| 31
|
High
|
BC_EXPR_00001
|
African_American
| 69
|
60+
|
Postmenopausal
| 37.02163
| 3
|
II
|
Luminal_A
|
Positive
|
Positive
|
Negative
| false
| 6.395625
| 12.274254
| 9.450265
| 8.331696
| 2.546398
| 1.925218
| 6.206005
|
Low
| 19
|
Intermediate
|
BC_EXPR_00002
|
African_American
| 62
|
60+
|
Postmenopausal
| 18.339915
| 3
|
III
|
Basal_like
|
Negative
|
Negative
|
Negative
| true
| 8.88416
| 4.962818
| 4.589455
| 7.61288
| 9.442868
| 8.321576
| 71.52867
|
High
| null |
Not_applicable
|
BC_EXPR_00003
|
Southern_Africa
| 42
|
40-49
|
Premenopausal
| 29.169572
| 3
|
II
|
Luminal_A
|
Positive
|
Positive
|
Negative
| false
| 7.857127
| 11.483532
| 12.428676
| 9.735361
| 3.388792
| 5.718212
| 9.871087
|
Low
| 16
|
Low
|
BC_EXPR_00004
|
West_Africa
| 68
|
60+
|
Postmenopausal
| 22.284547
| 3
|
II
|
Luminal_B
|
Positive
|
Positive
|
Negative
| false
| 8.368848
| 11.67559
| 11.073603
| 8.180882
| 2.841286
| 4.296187
| 42.899863
|
High
| 40
|
High
|
BC_EXPR_00005
|
West_Africa
| 28
|
<40
|
Premenopausal
| 30.537486
| 3
|
II
|
Basal_like
|
Negative
|
Negative
|
Negative
| true
| 9.975968
| 4.697587
| 1.923763
| 6.576615
| 10.130453
| 7.783528
| 69.716334
|
High
| null |
Not_applicable
|
BC_EXPR_00006
|
West_Africa
| 50
|
40-49
|
Postmenopausal
| 16.700862
| 2
|
II
|
Basal_like
|
Positive
|
Negative
|
Negative
| false
| 9.722417
| 2.585533
| 5.842536
| 11.084115
| 9.663683
| 8.187194
| 41.570962
|
High
| 41
|
High
|
BC_EXPR_00007
|
African_American
| 45
|
40-49
|
Premenopausal
| 29.973569
| 3
|
II
|
HER2_enriched
|
Negative
|
Negative
|
Positive
| false
| 11.072849
| 7.827139
| 2.64128
| 13.955018
| 3.733661
| 2.88445
| 46.045689
|
High
| null |
Not_applicable
|
BC_EXPR_00008
|
Central_Africa
| 30
|
<40
|
Premenopausal
| 39.633413
| 2
|
III
|
Basal_like
|
Negative
|
Negative
|
Negative
| true
| 10.21317
| 3.731066
| -1.178684
| 7.111551
| 8.574477
| 8.908142
| 77.508567
|
High
| null |
Not_applicable
|
BC_EXPR_00009
|
African_American
| 41
|
40-49
|
Premenopausal
| 24.725062
| 2
|
I
|
Luminal_A
|
Positive
|
Positive
|
Negative
| false
| 7.696975
| 11.820842
| 9.438013
| 9.612323
| 1.620756
| 2.771434
| 12.140287
|
Low
| 8
|
Low
|
BC_EXPR_00010
|
West_Africa
| 46
|
40-49
|
Premenopausal
| 18.954324
| 2
|
III
|
Luminal_A
|
Positive
|
Positive
|
Negative
| false
| 7.691656
| 12.407932
| 9.632356
| 8.587826
| 4.463743
| 1.887622
| 5.415106
|
Low
| 16
|
Low
|
BC_EXPR_00011
|
African_American
| 59
|
50-59
|
Postmenopausal
| 31.95923
| 3
|
III
|
Basal_like
|
Negative
|
Negative
|
Negative
| true
| 9.812791
| 2.699866
| 6.141524
| 8.75392
| 8.817874
| 11.138107
| 66.529286
|
High
| null |
Not_applicable
|
BC_EXPR_00012
|
African_American
| 67
|
60+
|
Postmenopausal
| 26.102912
| 3
|
III
|
Basal_like
|
Negative
|
Negative
|
Negative
| true
| 9.880341
| 7.888404
| 4.419137
| 5.881717
| 15.637628
| 11.777842
| 71.003574
|
High
| null |
Not_applicable
|
BC_EXPR_00013
|
West_Africa
| 64
|
60+
|
Postmenopausal
| 33.661149
| 2
|
II
|
Basal_like
|
Negative
|
Negative
|
Negative
| true
| 10.048232
| 5.805364
| 4.525237
| 7.468743
| 11.800332
| 9.452897
| 55.455476
|
High
| null |
Not_applicable
|
BC_EXPR_00014
|
West_Africa
| 50
|
40-49
|
Postmenopausal
| 34.595254
| 2
|
II
|
Basal_like
|
Negative
|
Negative
|
Negative
| true
| 10.786331
| 3.02101
| 3.341459
| 8.279296
| 10.599133
| 8.843119
| 75.616231
|
High
| null |
Not_applicable
|
BC_EXPR_00015
|
West_Africa
| 41
|
40-49
|
Premenopausal
| 34.19048
| 1
|
III
|
HER2_enriched
|
Negative
|
Negative
|
Positive
| false
| 9.906151
| 2.619276
| 3.172017
| 13.978526
| 6.084839
| 2.248133
| 43.135838
|
High
| null |
Not_applicable
|
BC_EXPR_00016
|
East_Africa
| 58
|
50-59
|
Postmenopausal
| 27.845883
| 3
|
II
|
Basal_like
|
Negative
|
Negative
|
Negative
| true
| 12.222338
| 4.555737
| 2.379116
| 7.987876
| 7.942005
| 8.070082
| 74.02506
|
High
| null |
Not_applicable
|
BC_EXPR_00017
|
Southern_Africa
| 44
|
40-49
|
Premenopausal
| 38.943432
| 3
|
III
|
Basal_like
|
Negative
|
Negative
|
Negative
| true
| 7.322844
| 3.799922
| 2.220067
| 8.449603
| 13.322644
| 13.399928
| 36.959884
|
High
| null |
Not_applicable
|
BC_EXPR_00018
|
East_Africa
| 26
|
<40
|
Premenopausal
| 32.766989
| 3
|
III
|
Basal_like
|
Negative
|
Negative
|
Negative
| true
| 10.720107
| 5.177911
| 3.266485
| 7.131704
| 8.353568
| 8.985803
| 70.157996
|
High
| null |
Not_applicable
|
BC_EXPR_00019
|
East_Africa
| 57
|
50-59
|
Postmenopausal
| 23.659138
| 1
|
III
|
Basal_like
|
Negative
|
Negative
|
Negative
| true
| 10.728435
| 2.697349
| 3.6339
| 8.237452
| 11.661564
| 8.80795
| 38.42548
|
High
| null |
Not_applicable
|
BC_EXPR_00020
|
Central_Africa
| 63
|
60+
|
Postmenopausal
| 24.098652
| 3
|
I
|
HER2_enriched
|
Negative
|
Negative
|
Positive
| false
| 8.086802
| 3.364108
| 4.533089
| 11.168272
| 4.280642
| 6.695326
| 49.827921
|
High
| null |
Not_applicable
|
BC_EXPR_00021
|
West_Africa
| 37
|
<40
|
Premenopausal
| 35.826097
| 2
|
III
|
HER2_enriched
|
Positive
|
Positive
|
Positive
| false
| 8.008004
| 8.49515
| 5.706107
| 14.161854
| 5.935968
| 3.248343
| 35.234051
|
High
| null |
Not_applicable
|
BC_EXPR_00022
|
East_Africa
| 69
|
60+
|
Postmenopausal
| 32.013366
| 2
|
II
|
Luminal_B
|
Positive
|
Positive
|
Positive
| false
| 11.73629
| 11.703845
| 4.800095
| 8.497901
| 5.44087
| 2.835846
| 52.229896
|
High
| null |
Not_applicable
|
BC_EXPR_00023
|
East_Africa
| 52
|
50-59
|
Postmenopausal
| 23.672619
| 2
|
I
|
Luminal_A
|
Positive
|
Positive
|
Negative
| false
| 6.762855
| 11.521569
| 12.24673
| 8.697274
| 3.281305
| 3.913025
| 15.667683
|
Intermediate
| 10
|
Low
|
BC_EXPR_00024
|
Southern_Africa
| 57
|
50-59
|
Postmenopausal
| 25.85486
| 3
|
I
|
Luminal_B
|
Positive
|
Positive
|
Negative
| false
| 9.875981
| 13.00379
| 10.921088
| 6.34163
| 5.678638
| 4.296403
| 42.081773
|
High
| 31
|
High
|
BC_EXPR_00025
|
African_American
| 48
|
40-49
|
Premenopausal
| 27.616907
| 2
|
I
|
Basal_like
|
Negative
|
Negative
|
Negative
| true
| 10.851321
| 4.843671
| 3.637761
| 4.779342
| 11.360866
| 7.960141
| 60.232815
|
High
| null |
Not_applicable
|
BC_EXPR_00026
|
West_Africa
| 59
|
50-59
|
Postmenopausal
| 32.921831
| 2
|
III
|
Basal_like
|
Negative
|
Negative
|
Negative
| true
| 8.315069
| 3.202828
| 2.652983
| 8.361736
| 10.833392
| 8.511115
| 62.600676
|
High
| null |
Not_applicable
|
BC_EXPR_00027
|
Southern_Africa
| 33
|
<40
|
Premenopausal
| 26.661971
| 3
|
I
|
HER2_enriched
|
Positive
|
Negative
|
Positive
| false
| 8.007934
| 6.456504
| 5.355086
| 14.601927
| 5.273126
| 3.264104
| 50.509708
|
High
| null |
Not_applicable
|
BC_EXPR_00028
|
Southern_Africa
| 47
|
40-49
|
Premenopausal
| 35.888478
| 3
|
II
|
Luminal_B
|
Positive
|
Positive
|
Positive
| false
| 9.897475
| 9.903836
| 9.535153
| 8.839638
| 5.261216
| 5.190934
| 31.989741
|
High
| null |
Not_applicable
|
BC_EXPR_00029
|
West_Africa
| 38
|
<40
|
Premenopausal
| 30.171608
| 3
|
III
|
Basal_like
|
Negative
|
Negative
|
Negative
| true
| 10.035581
| 2.06922
| 2.26854
| 8.457888
| 10.416428
| 10.841255
| 46.932879
|
High
| null |
Not_applicable
|
BC_EXPR_00030
|
Central_Africa
| 32
|
<40
|
Premenopausal
| 36.178709
| 3
|
II
|
Luminal_B
|
Positive
|
Positive
|
Positive
| false
| 8.799916
| 13.987814
| 9.517303
| 10.486042
| 1.181185
| 3.054411
| 32.674915
|
High
| null |
Not_applicable
|
BC_EXPR_00031
|
West_Africa
| 57
|
50-59
|
Postmenopausal
| 21.120848
| 1
|
II
|
Basal_like
|
Negative
|
Negative
|
Negative
| true
| 10.345524
| 7.360896
| 4.471289
| 8.540563
| 11.172849
| 8.292628
| 56.390436
|
High
| null |
Not_applicable
|
BC_EXPR_00032
|
West_Africa
| 51
|
50-59
|
Postmenopausal
| 37.001473
| 2
|
II
|
Luminal_A
|
Positive
|
Negative
|
Negative
| false
| 8.297803
| 11.886485
| 10.051889
| 8.650345
| 3.04309
| 2.058309
| 13.6195
|
Low
| 26
|
Intermediate
|
BC_EXPR_00033
|
African_American
| 64
|
60+
|
Postmenopausal
| 35.018689
| 2
|
II
|
Normal_like
|
Negative
|
Negative
|
Negative
| true
| 8.409321
| 12.79956
| 8.268923
| 7.368183
| 0.548326
| 4.842992
| 19.800126
|
Intermediate
| null |
Not_applicable
|
BC_EXPR_00034
|
African_American
| 51
|
50-59
|
Postmenopausal
| 28.450039
| 3
|
II
|
Basal_like
|
Negative
|
Negative
|
Negative
| true
| 8.815218
| 4.439664
| 4.418272
| 8.624064
| 8.554476
| 9.63163
| 83.631896
|
High
| null |
Not_applicable
|
BC_EXPR_00035
|
African_American
| 66
|
60+
|
Postmenopausal
| 24.849428
| 3
|
I
|
Basal_like
|
Negative
|
Negative
|
Negative
| true
| 13.33834
| 6.209935
| 2.474796
| 5.62171
| 12.18493
| 6.510856
| 83.156545
|
High
| null |
Not_applicable
|
BC_EXPR_00036
|
East_Africa
| 46
|
40-49
|
Premenopausal
| 35.814037
| 3
|
II
|
Luminal_A
|
Positive
|
Positive
|
Negative
| false
| 7.061218
| 13.198306
| 14.302456
| 7.070939
| 3.037077
| 5.964985
| 3.254498
|
Low
| 30
|
Intermediate
|
BC_EXPR_00037
|
West_Africa
| 41
|
40-49
|
Premenopausal
| 25.24915
| 3
|
I
|
Luminal_B
|
Positive
|
Positive
|
Negative
| false
| 9.143417
| 8.590056
| 11.26208
| 9.070089
| 5.049303
| -0.560719
| 24.108899
|
Intermediate
| 22
|
Intermediate
|
BC_EXPR_00038
|
Central_Africa
| 40
|
<40
|
Premenopausal
| 27.968023
| 1
|
II
|
Basal_like
|
Negative
|
Negative
|
Negative
| true
| 9.406493
| 3.017862
| 2.150948
| 7.785096
| 10.098074
| 8.582265
| 48.246333
|
High
| null |
Not_applicable
|
BC_EXPR_00039
|
East_Africa
| 25
|
<40
|
Premenopausal
| 31.031627
| 3
|
III
|
Basal_like
|
Negative
|
Negative
|
Negative
| true
| 7.828507
| 4.065596
| 4.213708
| 8.912008
| 8.98543
| 7.801809
| 28.138521
|
Intermediate
| null |
Not_applicable
|
BC_EXPR_00040
|
West_Africa
| 60
|
50-59
|
Postmenopausal
| 21.186502
| 1
|
II
|
HER2_enriched
|
Negative
|
Negative
|
Positive
| false
| 9.732829
| 3.377839
| 2.332829
| 12.963265
| 6.373718
| 3.833079
| 49.554347
|
High
| null |
Not_applicable
|
BC_EXPR_00041
|
Southern_Africa
| 64
|
60+
|
Postmenopausal
| 26.90369
| 3
|
II
|
Basal_like
|
Negative
|
Negative
|
Negative
| true
| 11.771109
| 4.24885
| -0.380149
| 8.079899
| 11.395825
| 5.573779
| 65.924058
|
High
| null |
Not_applicable
|
BC_EXPR_00042
|
West_Africa
| 82
|
60+
|
Postmenopausal
| 22.470243
| 3
|
II
|
Luminal_B
|
Positive
|
Positive
|
Positive
| false
| 8.139945
| 8.954619
| 11.330332
| 11.334418
| 4.310254
| 5.176597
| 39.798823
|
High
| null |
Not_applicable
|
BC_EXPR_00043
|
African_American
| 50
|
40-49
|
Postmenopausal
| 18.66257
| 3
|
II
|
Basal_like
|
Negative
|
Negative
|
Negative
| true
| 9.741452
| 4.996723
| 3.909694
| 7.391354
| 10.727884
| 5.136703
| 65.729793
|
High
| null |
Not_applicable
|
BC_EXPR_00044
|
East_Africa
| 37
|
<40
|
Premenopausal
| 40.504173
| 2
|
I
|
Basal_like
|
Negative
|
Negative
|
Negative
| true
| 8.49033
| 4.324255
| 3.223987
| 7.643797
| 13.576207
| 14.219631
| 46.709927
|
High
| null |
Not_applicable
|
BC_EXPR_00045
|
Central_Africa
| 27
|
<40
|
Premenopausal
| 24.069747
| 3
|
II
|
Basal_like
|
Negative
|
Negative
|
Negative
| true
| 11.543626
| 4.941314
| 5.276625
| 9.838332
| 12.543232
| 7.464359
| 78.898505
|
High
| null |
Not_applicable
|
BC_EXPR_00046
|
East_Africa
| 57
|
50-59
|
Postmenopausal
| 31.743424
| 1
|
III
|
Basal_like
|
Negative
|
Negative
|
Negative
| true
| 10.052281
| 3.632682
| 4.687206
| 8.889237
| 6.998643
| 8.967912
| 76.332826
|
High
| null |
Not_applicable
|
BC_EXPR_00047
|
Southern_Africa
| 60
|
50-59
|
Postmenopausal
| 40.566477
| 2
|
I
|
Luminal_B
|
Positive
|
Positive
|
Negative
| false
| 8.692308
| 9.193378
| 8.21941
| 7.794458
| 3.168532
| 5.226831
| 50.610319
|
High
| 47
|
High
|
BC_EXPR_00048
|
Southern_Africa
| 70
|
60+
|
Postmenopausal
| 24.200035
| 1
|
II
|
Luminal_A
|
Positive
|
Positive
|
Negative
| false
| 7.765853
| 12.295344
| 8.287198
| 7.952205
| 3.436567
| 4.267958
| 11.065372
|
Low
| 11
|
Low
|
BC_EXPR_00049
|
West_Africa
| 36
|
<40
|
Premenopausal
| 20.438324
| 3
|
III
|
Luminal_A
|
Positive
|
Negative
|
Negative
| false
| 8.104257
| 11.776036
| 13.982905
| 7.805768
| 2.212663
| 3.720403
| 6.720273
|
Low
| 0
|
Low
|
BC_EXPR_00050
|
African_American
| 63
|
60+
|
Postmenopausal
| 38.572295
| 2
|
III
|
Luminal_A
|
Positive
|
Positive
|
Negative
| false
| 6.218708
| 11.314919
| 7.482996
| 9.59108
| 2.394973
| 1.756416
| 7.752103
|
Low
| 22
|
Intermediate
|
BC_EXPR_00051
|
African_American
| 48
|
40-49
|
Premenopausal
| 22.410656
| 2
|
I
|
Basal_like
|
Negative
|
Negative
|
Negative
| true
| 11.25771
| 2.511387
| 2.048592
| 6.795121
| 9.354078
| 9.214562
| 64.028595
|
High
| null |
Not_applicable
|
BC_EXPR_00052
|
African_American
| 71
|
60+
|
Postmenopausal
| 25.534874
| 3
|
III
|
Basal_like
|
Negative
|
Negative
|
Negative
| true
| 9.921219
| 5.810853
| 4.745973
| 7.898412
| 10.446445
| 9.244579
| 66.742803
|
High
| null |
Not_applicable
|
BC_EXPR_00053
|
African_American
| 61
|
60+
|
Postmenopausal
| 24.579092
| 3
|
III
|
Basal_like
|
Negative
|
Negative
|
Negative
| true
| 11.578096
| 5.246775
| 3.557508
| 8.966526
| 10.590739
| 8.328878
| 71.433843
|
High
| null |
Not_applicable
|
BC_EXPR_00054
|
Southern_Africa
| 33
|
<40
|
Premenopausal
| 28.928664
| 3
|
III
|
Luminal_B
|
Positive
|
Positive
|
Positive
| false
| 10.013143
| 12.312178
| 4.830794
| 10.66268
| 3.829252
| 5.354717
| 32.996042
|
High
| null |
Not_applicable
|
BC_EXPR_00055
|
African_American
| 53
|
50-59
|
Postmenopausal
| 17.073294
| 3
|
II
|
HER2_enriched
|
Positive
|
Positive
|
Positive
| false
| 8.003027
| 5.048879
| 3.520709
| 11.293587
| 6.157367
| 4.110196
| 47.854382
|
High
| null |
Not_applicable
|
BC_EXPR_00056
|
West_Africa
| 25
|
<40
|
Premenopausal
| 31.732907
| 3
|
II
|
Basal_like
|
Negative
|
Negative
|
Negative
| true
| 11.714498
| 3.063125
| 6.105845
| 6.614835
| 10.779367
| 10.944961
| 40.034887
|
High
| null |
Not_applicable
|
BC_EXPR_00057
|
West_Africa
| 33
|
<40
|
Premenopausal
| 30.791443
| 1
|
I
|
Basal_like
|
Negative
|
Negative
|
Negative
| true
| 9.48277
| 2.962284
| 3.096516
| 9.830821
| 14.508187
| 9.980368
| 59.150753
|
High
| null |
Not_applicable
|
BC_EXPR_00058
|
West_Africa
| 33
|
<40
|
Premenopausal
| 33.191545
| 3
|
II
|
Luminal_B
|
Positive
|
Positive
|
Positive
| false
| 9.010618
| 11.131871
| 12.14644
| 9.582974
| 0.60639
| 3.871571
| 56.566509
|
High
| null |
Not_applicable
|
BC_EXPR_00059
|
East_Africa
| 38
|
<40
|
Premenopausal
| 33.069745
| 3
|
II
|
Basal_like
|
Negative
|
Negative
|
Negative
| true
| 9.675915
| 3.070483
| 2.32546
| 7.828304
| 7.975951
| 6.841461
| 64.32642
|
High
| null |
Not_applicable
|
BC_EXPR_00060
|
East_Africa
| 42
|
40-49
|
Premenopausal
| 30.723391
| 3
|
II
|
Basal_like
|
Negative
|
Negative
|
Negative
| true
| 9.142677
| 6.266233
| 5.390886
| 8.88007
| 7.544714
| 7.381452
| 68.159204
|
High
| null |
Not_applicable
|
BC_EXPR_00061
|
East_Africa
| 47
|
40-49
|
Premenopausal
| 26.165924
| 1
|
III
|
Basal_like
|
Negative
|
Negative
|
Negative
| true
| 11.536533
| 5.916309
| 1.340356
| 8.518929
| 10.388508
| 9.02759
| 80.320533
|
High
| null |
Not_applicable
|
BC_EXPR_00062
|
African_American
| 56
|
50-59
|
Postmenopausal
| 28.351688
| 3
|
III
|
Luminal_A
|
Positive
|
Positive
|
Negative
| false
| 6.058418
| 11.393378
| 8.603745
| 8.910125
| 3.92755
| 3.813064
| 6.450667
|
Low
| 31
|
High
|
BC_EXPR_00063
|
East_Africa
| 45
|
40-49
|
Premenopausal
| 24.089612
| 3
|
II
|
Basal_like
|
Negative
|
Negative
|
Negative
| true
| 9.557456
| 2.694289
| 2.444772
| 9.300531
| 6.478167
| 8.044485
| 30.094489
|
High
| null |
Not_applicable
|
BC_EXPR_00064
|
East_Africa
| 49
|
40-49
|
Premenopausal
| 29.161991
| 2
|
II
|
Basal_like
|
Negative
|
Negative
|
Negative
| true
| 12.893302
| 6.537796
| 4.315843
| 8.871929
| 10.735985
| 11.171988
| 56.442535
|
High
| null |
Not_applicable
|
BC_EXPR_00065
|
Southern_Africa
| 37
|
<40
|
Premenopausal
| 23.259124
| 1
|
II
|
Luminal_A
|
Positive
|
Positive
|
Negative
| false
| 7.585159
| 10.547467
| 12.556449
| 9.019525
| 4.226261
| 4.460306
| 10.783382
|
Low
| 26
|
Intermediate
|
BC_EXPR_00066
|
West_Africa
| 47
|
40-49
|
Premenopausal
| 28.821965
| 3
|
II
|
Luminal_A
|
Positive
|
Positive
|
Negative
| false
| 4.65417
| 10.68082
| 14.677416
| 8.638829
| 0.434333
| 3.927039
| 1
|
Low
| 20
|
Intermediate
|
BC_EXPR_00067
|
African_American
| 72
|
60+
|
Postmenopausal
| 25.359061
| 3
|
I
|
Luminal_A
|
Positive
|
Positive
|
Negative
| false
| 7.138884
| 10.379869
| 11.243224
| 9.798829
| 5.274553
| 1.746812
| 9.375131
|
Low
| 19
|
Intermediate
|
BC_EXPR_00068
|
West_Africa
| 45
|
40-49
|
Premenopausal
| 23.094686
| 3
|
II
|
Basal_like
|
Negative
|
Negative
|
Negative
| true
| 8.996391
| 6.010179
| 4.29785
| 8.99953
| 12.462983
| 10.206752
| 91.039612
|
High
| null |
Not_applicable
|
BC_EXPR_00069
|
African_American
| 60
|
50-59
|
Postmenopausal
| 34.301463
| 3
|
II
|
Luminal_B
|
Positive
|
Positive
|
Positive
| false
| 8.388976
| 10.380612
| 12.720953
| 9.689236
| 2.982822
| 3.593169
| 26.020416
|
Intermediate
| null |
Not_applicable
|
BC_EXPR_00070
|
African_American
| 59
|
50-59
|
Postmenopausal
| 32.758909
| 2
|
III
|
Luminal_A
|
Positive
|
Positive
|
Negative
| false
| 7.53029
| 10.848944
| 10.113325
| 7.681341
| 3.441333
| 5.412419
| 14.58803
|
Intermediate
| 22
|
Intermediate
|
BC_EXPR_00071
|
West_Africa
| 57
|
50-59
|
Postmenopausal
| 28.341447
| 3
|
I
|
HER2_enriched
|
Positive
|
Negative
|
Negative
| false
| 10.543396
| 6.26272
| 2.213519
| 12.436377
| 3.109776
| 4.686464
| 56.700035
|
High
| 28
|
Intermediate
|
BC_EXPR_00072
|
West_Africa
| 50
|
40-49
|
Postmenopausal
| 17.542889
| 3
|
I
|
Luminal_A
|
Positive
|
Positive
|
Negative
| false
| 6.181389
| 12.309984
| 12.006443
| 8.02402
| 2.785187
| 7.281584
| 2.870455
|
Low
| 8
|
Low
|
BC_EXPR_00073
|
African_American
| 65
|
60+
|
Postmenopausal
| 22.726118
| 2
|
I
|
Luminal_A
|
Positive
|
Positive
|
Negative
| false
| 8.048615
| 11.459441
| 12.248512
| 8.887372
| 3.987326
| 3.335731
| 8.191461
|
Low
| 24
|
Intermediate
|
BC_EXPR_00074
|
African_American
| 61
|
60+
|
Postmenopausal
| 27.538398
| 3
|
I
|
Basal_like
|
Negative
|
Negative
|
Negative
| true
| 8.268254
| 2.803816
| 5.806806
| 8.161039
| 8.706976
| 6.927401
| 63.342525
|
High
| null |
Not_applicable
|
BC_EXPR_00075
|
African_American
| 62
|
60+
|
Postmenopausal
| 30.83787
| 3
|
I
|
HER2_enriched
|
Positive
|
Negative
|
Positive
| false
| 7.407897
| 7.439527
| 6.118802
| 14.427229
| 3.442038
| 2.861322
| 41.963448
|
High
| null |
Not_applicable
|
BC_EXPR_00076
|
African_American
| 60
|
50-59
|
Postmenopausal
| 30.937432
| 3
|
III
|
HER2_enriched
|
Positive
|
Positive
|
Positive
| false
| 10.207386
| 9.277288
| 5.524988
| 14.120024
| 5.047903
| 4.494426
| 35.863585
|
High
| null |
Not_applicable
|
BC_EXPR_00077
|
West_Africa
| 34
|
<40
|
Premenopausal
| 29.390854
| 3
|
II
|
Basal_like
|
Positive
|
Negative
|
Negative
| false
| 11.070702
| 3.055596
| 2.129105
| 6.448469
| 13.297726
| 7.909029
| 61.914117
|
High
| 20
|
Intermediate
|
BC_EXPR_00078
|
East_Africa
| 31
|
<40
|
Premenopausal
| 28.183211
| 3
|
II
|
HER2_enriched
|
Positive
|
Negative
|
Positive
| false
| 9.086797
| 4.308436
| 5.607512
| 12.216211
| 3.428288
| 3.344883
| 53.941967
|
High
| null |
Not_applicable
|
BC_EXPR_00079
|
West_Africa
| 42
|
40-49
|
Premenopausal
| 26.707655
| 3
|
II
|
Basal_like
|
Negative
|
Negative
|
Negative
| true
| 9.718553
| 1.11743
| 3.812666
| 8.091314
| 10.095578
| 9.626159
| 47.637322
|
High
| null |
Not_applicable
|
BC_EXPR_00080
|
African_American
| 73
|
60+
|
Postmenopausal
| 24.230004
| 2
|
I
|
Luminal_A
|
Positive
|
Positive
|
Negative
| false
| 8.470867
| 11.149664
| 7.89408
| 9.881205
| 5.550296
| 4.56539
| 11.37164
|
Low
| 24
|
Intermediate
|
BC_EXPR_00081
|
Central_Africa
| 45
|
40-49
|
Premenopausal
| 37.933494
| 3
|
I
|
Basal_like
|
Negative
|
Negative
|
Negative
| true
| 9.344811
| 2.914897
| 3.211537
| 8.658972
| 11.697788
| 8.334948
| 66.664855
|
High
| null |
Not_applicable
|
BC_EXPR_00082
|
East_Africa
| 49
|
40-49
|
Premenopausal
| 34.195008
| 3
|
II
|
Basal_like
|
Negative
|
Negative
|
Negative
| true
| 12.421891
| 5.650503
| 5.66195
| 7.18645
| 13.952396
| 12.275508
| 60.445039
|
High
| null |
Not_applicable
|
BC_EXPR_00083
|
West_Africa
| 25
|
<40
|
Premenopausal
| 31.496341
| 1
|
III
|
Luminal_A
|
Positive
|
Negative
|
Negative
| false
| 6.186682
| 10.929965
| 10.45199
| 9.799467
| 2.166842
| 4.013752
| 3.655514
|
Low
| 17
|
Low
|
BC_EXPR_00084
|
East_Africa
| 48
|
40-49
|
Premenopausal
| 21.194355
| 3
|
II
|
Luminal_A
|
Positive
|
Positive
|
Negative
| false
| 5.787709
| 10.074891
| 9.736729
| 8.754691
| 1.629038
| 5.345428
| 9.688614
|
Low
| 16
|
Low
|
BC_EXPR_00085
|
East_Africa
| 47
|
40-49
|
Premenopausal
| 20.904233
| 2
|
II
|
Basal_like
|
Negative
|
Negative
|
Negative
| true
| 11.195351
| 7.085117
| 6.047543
| 5.985128
| 5.411177
| 8.683173
| 78.907777
|
High
| null |
Not_applicable
|
BC_EXPR_00086
|
African_American
| 25
|
<40
|
Premenopausal
| 27.806887
| 3
|
I
|
Luminal_B
|
Positive
|
Positive
|
Negative
| false
| 9.563031
| 10.997266
| 11.713182
| 10.573599
| 7.912785
| 0.701568
| 36.401939
|
High
| 22
|
Intermediate
|
BC_EXPR_00087
|
Central_Africa
| 51
|
50-59
|
Postmenopausal
| 24.919024
| 2
|
II
|
HER2_enriched
|
Negative
|
Negative
|
Positive
| false
| 9.013097
| 4.75585
| 6.246173
| 12.526439
| 1.866615
| 1.114773
| 69.925093
|
High
| null |
Not_applicable
|
BC_EXPR_00088
|
African_American
| 35
|
<40
|
Premenopausal
| 21.163466
| 3
|
I
|
Luminal_A
|
Positive
|
Positive
|
Negative
| false
| 8.060095
| 10.97675
| 11.758182
| 8.737835
| 2.566816
| 3.89346
| 14.964328
|
Intermediate
| 11
|
Low
|
BC_EXPR_00089
|
Southern_Africa
| 43
|
40-49
|
Premenopausal
| 28.625823
| 1
|
II
|
Luminal_A
|
Positive
|
Negative
|
Negative
| false
| 8.633786
| 10.590477
| 9.031682
| 9.388469
| 5.5448
| 4.928903
| 13.183489
|
Low
| 9
|
Low
|
BC_EXPR_00090
|
West_Africa
| 58
|
50-59
|
Postmenopausal
| 16.698015
| 3
|
II
|
Basal_like
|
Negative
|
Negative
|
Negative
| true
| 11.15338
| 5.091605
| 3.766636
| 8.714562
| 10.200495
| 11.60996
| 39.039145
|
High
| null |
Not_applicable
|
BC_EXPR_00091
|
African_American
| 56
|
50-59
|
Postmenopausal
| 27.452308
| 3
|
II
|
Basal_like
|
Negative
|
Negative
|
Negative
| true
| 9.709312
| 3.34771
| 4.546288
| 9.651132
| 12.252947
| 12.027887
| 77.021043
|
High
| null |
Not_applicable
|
BC_EXPR_00092
|
African_American
| 49
|
40-49
|
Premenopausal
| 31.056924
| 3
|
II
|
Luminal_A
|
Positive
|
Positive
|
Negative
| false
| 9.993878
| 13.363264
| 11.530742
| 8.689898
| 4.552283
| 5.95411
| 15.474211
|
Intermediate
| 22
|
Intermediate
|
BC_EXPR_00093
|
Southern_Africa
| 45
|
40-49
|
Premenopausal
| 30.862293
| 1
|
II
|
Luminal_A
|
Positive
|
Positive
|
Negative
| false
| 9.812618
| 9.848527
| 7.745198
| 8.654953
| 5.874181
| 5.471846
| 13.767391
|
Low
| 18
|
Intermediate
|
BC_EXPR_00094
|
African_American
| 49
|
40-49
|
Premenopausal
| 17.167871
| 1
|
I
|
Basal_like
|
Negative
|
Negative
|
Negative
| true
| 8.000117
| 2.181603
| 3.930266
| 8.19695
| 11.070446
| 8.782584
| 47.917811
|
High
| null |
Not_applicable
|
BC_EXPR_00095
|
Southern_Africa
| 53
|
50-59
|
Postmenopausal
| 16.884645
| 2
|
II
|
Basal_like
|
Negative
|
Negative
|
Negative
| true
| 9.369121
| 4.535569
| 1.107426
| 9.37537
| 9.810762
| 10.268151
| 49.536494
|
High
| null |
Not_applicable
|
BC_EXPR_00096
|
Southern_Africa
| 37
|
<40
|
Premenopausal
| 26.724378
| 3
|
II
|
Basal_like
|
Negative
|
Negative
|
Negative
| true
| 9.442348
| 3.967402
| 3.152081
| 7.117341
| 11.184658
| 10.475165
| 55.329539
|
High
| null |
Not_applicable
|
BC_EXPR_00097
|
East_Africa
| 59
|
50-59
|
Postmenopausal
| 24.212982
| 2
|
III
|
Basal_like
|
Negative
|
Negative
|
Negative
| true
| 10.963305
| 1.49169
| 4.621855
| 8.524308
| 10.776104
| 10.212614
| 66.844784
|
High
| null |
Not_applicable
|
BC_EXPR_00098
|
West_Africa
| 33
|
<40
|
Premenopausal
| 20.697138
| 1
|
II
|
Basal_like
|
Negative
|
Negative
|
Negative
| true
| 10.287504
| 4.258882
| 4.838047
| 5.547818
| 11.723072
| 9.403184
| 62.264504
|
High
| null |
Not_applicable
|
BC_EXPR_00099
|
West_Africa
| 26
|
<40
|
Premenopausal
| 16
| 3
|
I
|
Luminal_A
|
Positive
|
Positive
|
Negative
| false
| 8.230068
| 12.399683
| 10.693309
| 8.922013
| 3.964376
| 2.007591
| 12.862273
|
Low
| 13
|
Low
|
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