Expression of MYL12A in breast cancer - The Human Protein Atlas

BREAST CANCER - Interactive survival scatter plotⁱ

The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.

The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".

Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.

Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.

& Survival analysisⁱ

MYL12A is not prognostic in breast cancer

Stage:

Survival analysis

Current cut offⁱ :

Best expression cut offⁱ : 75.68

Median expressionⁱ : N/A

Median follow up timeⁱ : N/A

P scoreⁱ N/A

5-year survival highⁱ N/A

5-year survival lowⁱ N/A

TCGA RNA samplesⁱ

Average FPKM

86.2

Number of samples

1075

Samples

Sample	Description	FPKM
TCGA-BH-A0BG-01A	73 years, female, white, stage:i, alive, 1871 days	358.4
TCGA-E9-A244-01A	54 years, female, white, stage:iia, alive, 21 days	293.4
TCGA-BH-A0EE-01A	68 years, female, white, stage:iib, alive, 943 days	240.3
TCGA-LL-A5YO-01A	50 years, female, black or african american, stage:ia, alive, 440 days	238.3
TCGA-OL-A6VO-01A	43 years, female, black or african american, stage:ia, alive, 858 days	231.5
TCGA-B6-A1KF-01A	68 years, female, white, stage:iib, alive, 3088 days	230.4
TCGA-B6-A400-01A	43 years, female, black or african american, stage:iiia, alive, 215 days	229.5
TCGA-E9-A1NC-01A	61 years, female, white, stage:iib, alive, 1203 days	217.8
TCGA-B6-A0I1-01A	73 years, female, black or african american, stage:iia, dead, 2361 days	211.9
TCGA-B6-A402-01A	47 years, female, black or african american, stage:i, alive, 2134 days	201.0
TCGA-B6-A0IK-01A	63 years, female, white, stage:iiib, dead, 571 days	199.6
TCGA-D8-A1XQ-01A	69 years, female, white, stage:iia, alive, 499 days	194.5
TCGA-E2-A1LI-01A	57 years, female, white, stage:iib, alive, 3121 days	188.8
TCGA-BH-A1FC-01A	78 years, female, black or african american, stage:iia, dead, 3472 days	187.4
TCGA-GI-A2C9-01A	58 years, female, black or african american, stage:iib, alive, 3342 days	186.0
TCGA-A2-A0YM-01A	68 years, female, white, stage:iia, alive, 965 days	178.7
TCGA-B6-A0RE-01A	61 years, female, black or african american, stage:x, alive, 7777 days	178.1
TCGA-E9-A1NF-01A	60 years, female, white, stage:iia, dead, 1072 days	178.0
TCGA-A2-A0D2-01A	45 years, female, white, stage:iia, alive, 1027 days	177.1
TCGA-BH-A0BL-01A	35 years, female, white, stage:i, alive, 2278 days	177.0
TCGA-E2-A1B6-01A	44 years, female, white, stage:iia, alive, 867 days	175.2
TCGA-OL-A5RY-01A	52 years, female, black or african american, stage:iia, alive, 752 days	172.8
TCGA-LL-A73Z-01A	55 years, female, black or african american, stage:iv, dead, 227 days	172.8
TCGA-A8-A08X-01A	43 years, female, stage:iiic, alive, 1308 days	172.7
TCGA-AR-A1AQ-01A	49 years, female, white, stage:iia, alive, 3021 days	172.1
TCGA-A8-A06R-01A	69 years, female, stage:iib, alive, 547 days	171.6
TCGA-BH-A0BW-01A	71 years, female, black or african american, stage:i, alive, 2371 days	170.1
TCGA-E2-A1LH-01A	59 years, female, white, stage:i, alive, 3247 days	167.9
TCGA-E9-A1NA-01A	58 years, female, white, stage:iia, alive, 1112 days	166.2
TCGA-AR-A2LH-01A	55 years, female, white, stage:iii, dead, 616 days	165.3
TCGA-E2-A1L9-01A	40 years, female, white, stage:iia, alive, 598 days	161.2
TCGA-E2-A150-01A	48 years, female, white, stage:iia, alive, 1935 days	160.9
TCGA-D8-A27F-01A	40 years, female, white, stage:iia, alive, 488 days	160.1
TCGA-D8-A1XT-01A	61 years, female, white, stage:iia, alive, 506 days	160.0
TCGA-EW-A6SB-01A	62 years, female, black or african american, stage:ii, alive, 760 days	159.8
TCGA-D8-A1JL-01A	72 years, female, white, stage:iia, alive, 611 days	159.7
TCGA-E9-A22A-01A	74 years, female, white, stage:iia, alive, 1189 days	159.0
TCGA-D8-A27N-01A	36 years, female, white, stage:iiia, alive, 519 days	158.5
TCGA-EW-A1OW-01A	58 years, female, black or african american, stage:iia, alive, 694 days	158.4
TCGA-C8-A12U-01A	46 years, female, asian, stage:iib, alive, 385 days	158.3
TCGA-B6-A0WX-01A	40 years, female, black or african american, stage:iiia, dead, 639 days	157.5
TCGA-BH-A1F0-01A	80 years, female, white, stage:iia, dead, 785 days	154.7
TCGA-PL-A8LZ-01A	29 years, female, black or african american, stage:iiib, alive, 302 days	154.4
TCGA-LL-A5YP-01A	49 years, female, black or african american, stage:iib, alive, 450 days	153.2
TCGA-D8-A1Y2-01A	71 years, female, white, stage:iia, alive, 433 days	152.0
TCGA-AN-A0AT-01A	62 years, female, white, stage:iia, alive, 10 days	151.4
TCGA-E9-A22E-01A	56 years, female, white, stage:iiia, alive, 1269 days	151.1
TCGA-JL-A3YW-01A	female, asian, stage:iib, alive, 360 days	150.4
TCGA-C8-A1HL-01A	female, asian, stage:iiia, alive, 317 days	148.9
TCGA-C8-A138-01A	54 years, female, asian, stage:iiia, alive, 380 days	148.2
TCGA-BH-A0WA-01A	82 years, female, white, stage:i, alive, 701 days	147.4
TCGA-AR-A24U-01A	48 years, female, white, stage:iia, alive, 3128 days	145.7
TCGA-AR-A0U0-01A	73 years, female, white, stage:iib, alive, 1988 days	145.2
TCGA-A2-A0CV-01A	41 years, female, asian, stage:iib, alive, 3011 days	143.7
TCGA-D8-A13Z-01A	51 years, female, white, alive, 635 days	143.5
TCGA-C8-A12P-01A	55 years, female, asian, stage:iib, alive, 358 days	143.5
TCGA-AO-A0J2-01A	41 years, female, white, stage:ia, alive, 997 days	143.1
TCGA-LL-A8F5-01A	61 years, female, black or african american, stage:iia, alive, 596 days	142.9
TCGA-AR-A24Q-01A	49 years, female, white, stage:iib, alive, 3172 days	142.5
TCGA-E9-A22D-01A	38 years, female, white, stage:iia, alive, 1248 days	142.1
TCGA-BH-A1F2-01A	53 years, female, white, stage:iiib, dead, 959 days	140.9
TCGA-B6-A0I6-01A	49 years, female, black or african american, stage:iia, dead, 991 days	140.0
TCGA-C8-A26Y-01A	90 years, female, asian, stage:iia, alive, 394 days	139.9
TCGA-GM-A2DK-01A	58 years, female, white, stage:i, alive, 2645 days	139.6
TCGA-E2-A1B1-01A	45 years, female, white, stage:iib, alive, 2653 days	139.4
TCGA-AR-A0TW-01A	50 years, female, white, stage:iiia, alive, 3009 days	139.4
TCGA-A2-A0CM-01A	41 years, female, black or african american, stage:iia, dead, 754 days	139.1
TCGA-BH-A0DQ-01A	42 years, female, white, stage:iib, alive, 98 days	138.6
TCGA-AO-A0JM-01A	40 years, female, stage:iib, alive, 2184 days	137.2
TCGA-A7-A6VY-01A	48 years, female, black or african american, stage:iib, alive, 266 days	137.2
TCGA-BH-A208-01A	48 years, female, white, stage:iib, dead, 1759 days	136.2
TCGA-EW-A1PB-01A	70 years, female, black or african american, stage:iiia, alive, 608 days	134.9
TCGA-EW-A1IZ-01A	53 years, female, white, stage:iiia, alive, 554 days	134.3
TCGA-E2-A1LS-01A	46 years, female, white, stage:ia, alive, 1604 days	134.0
TCGA-BH-A6R9-01A	61 years, female, white, stage:iia, alive, 160 days	133.8
TCGA-D8-A1XW-01A	53 years, female, white, stage:iia, alive, 1309 days	133.2
TCGA-EW-A1PH-01A	52 years, female, white, stage:iia, alive, 607 days	133.1
TCGA-AR-A1AR-01A	50 years, female, white, stage:iiia, dead, 524 days	133.1
TCGA-EW-A1P4-01A	43 years, female, white, stage:iia, alive, 907 days	132.4
TCGA-C8-A1HG-01A	female, asian, stage:iia, alive, 345 days	131.9
TCGA-AO-A0JC-01A	64 years, female, white, stage:iia, alive, 1547 days	131.8
TCGA-AO-A129-01A	29 years, female, white, stage:iib, alive, 3286 days	131.4
TCGA-BH-A1FU-01A	44 years, female, white, stage:ia, dead, 1688 days	131.1
TCGA-WT-AB44-01A	female, white, stage:ia, alive, 883 days	131.0
TCGA-A2-A0T2-01A	66 years, female, white, stage:iv, dead, 255 days	130.9
TCGA-A2-A0YJ-01A	39 years, female, white, stage:iiia, alive, 566 days	130.4
TCGA-E2-A15M-01A	66 years, female, white, stage:iia, dead, 336 days	130.3
TCGA-E2-A1LA-01A	59 years, female, stage:iia, alive, 748 days	129.8
TCGA-BH-A1ES-01A	35 years, female, white, stage:iib, dead, 3462 days	129.8
TCGA-AC-A62X-01A	72 years, female, black or african american, stage:iia, alive, 417 days	129.2
TCGA-A2-A25B-01A	39 years, female, black or african american, stage:iib, alive, 1291 days	128.8
TCGA-C8-A12Y-01A	female, asian, stage:iib, alive, 1476 days	128.1
TCGA-E2-A1IN-01A	60 years, female, white, stage:i, alive, 675 days	128.1
TCGA-AO-A1KT-01A	78 years, female, white, stage:iia, alive, 541 days	127.9
TCGA-AC-A5EH-01A	76 years, female, black or african american, stage:iib, alive, 511 days	127.9
TCGA-A8-A08P-01A	70 years, female, stage:iiia, alive, 943 days	127.8
TCGA-AN-A0FN-01A	61 years, female, white, stage:ia, alive, 218 days	127.2
TCGA-EW-A1OX-01A	43 years, female, white, stage:iia, alive, 911 days	127.1
TCGA-E2-A1B5-01A	46 years, female, white, stage:iia, alive, 984 days	126.8
TCGA-A8-A09I-01A	84 years, female, stage:iia, alive, 1371 days	126.7
TCGA-E2-A108-01A	64 years, female, white, stage:iiia, alive, 837 days	126.6
TCGA-A2-A25F-01A	66 years, female, white, stage:iia, alive, 322 days	126.2
TCGA-E2-A1IH-01A	80 years, female, white, stage:i, alive, 1026 days	125.7
TCGA-BH-A0BZ-01A	59 years, female, white, stage:iiia, alive, 2255 days	125.0
TCGA-GM-A5PX-01A	65 years, female, white, stage:iib, alive, 551 days	124.7
TCGA-EW-A2FR-01A	59 years, female, black or african american, stage:iiic, alive, 1673 days	124.5
TCGA-S3-AA12-01A	82 years, female, black or african american, stage:iiia, alive, 574 days	123.6
TCGA-BH-A1F6-01A	51 years, female, white, dead, 2965 days	123.4
TCGA-A2-A0CR-01A	55 years, female, asian, stage:iib, alive, 3283 days	123.4
TCGA-BH-A0RX-01A	59 years, female, white, stage:iia, alive, 170 days	123.2
TCGA-LL-A6FR-01A	50 years, female, black or african american, stage:iia, alive, 489 days	123.1
TCGA-BH-A0B3-01A	53 years, female, white, stage:iib, alive, 1203 days	123.1
TCGA-GM-A3XG-01A	46 years, female, white, stage:iiia, alive, 1330 days	122.6
TCGA-AC-A3QP-01A	79 years, female, white, stage:iib, alive, 675 days	122.3
TCGA-D8-A1JT-01A	70 years, female, white, stage:iia, alive, 405 days	122.3
TCGA-AO-A0JL-01A	59 years, female, white, stage:iiia, alive, 1683 days	122.2
TCGA-AR-A1AO-01A	47 years, female, white, stage:iia, alive, 2618 days	121.9
TCGA-A7-A3IY-01A	71 years, female, white, stage:i, alive, 345 days	121.9
TCGA-C8-A131-01A	82 years, female, asian, stage:iiia, alive, 411 days	121.8
TCGA-AN-A0FJ-01A	60 years, female, white, stage:iv, alive, 242 days	121.7
TCGA-D8-A1X9-01A	66 years, female, white, stage:iib, alive, 727 days	121.5
TCGA-LL-A740-01A	61 years, female, black or african american, stage:ia, alive, 441 days	121.5
TCGA-B6-A0RG-01A	26 years, female, white, stage:iib, alive, 2082 days	121.4
TCGA-AR-A1AJ-01A	83 years, female, white, stage:i, alive, 3072 days	121.3
TCGA-EW-A2FS-01A	41 years, female, black or african american, stage:iib, alive, 1604 days	121.2
TCGA-AR-A0TS-01A	46 years, female, white, stage:iib, alive, 2558 days	120.9
TCGA-A8-A07R-01A	80 years, female, stage:iiic, alive, 273 days	120.6
TCGA-A2-A0SV-01A	63 years, female, white, stage:iv, dead, 825 days	120.4
TCGA-LL-A5YL-01A	64 years, female, white, stage:iib, alive, 519 days	120.4
TCGA-EW-A1P1-01A	68 years, female, white, stage:iiic, alive, 1210 days	120.3
TCGA-D8-A27M-01A	60 years, female, white, stage:ia, alive, 410 days	120.3
TCGA-B6-A0WS-01A	58 years, female, black or african american, stage:x, dead, 2965 days	120.2
TCGA-E9-A22G-01A	47 years, female, white, stage:iia, alive, 1239 days	120.1
TCGA-C8-A27B-01A	48 years, female, asian, stage:iib, alive, 439 days	119.7
TCGA-E9-A3X8-01A	48 years, female, white, stage:iib, alive, 926 days	119.6
TCGA-OL-A66L-01A	71 years, female, black or african american, stage:ia, alive, 1301 days	119.6
TCGA-A8-A0A7-01A	57 years, female, stage:iib, alive, 30 days	119.4
TCGA-BH-A0HA-01A	31 years, female, white, stage:i, alive, 1611 days	119.3
TCGA-E9-A6HE-01A	45 years, female, white, stage:iiic, alive, 847 days	118.7
TCGA-E2-A1L8-01A	52 years, female, black or african american, stage:iib, alive, 2240 days	118.4
TCGA-A8-A09T-01A	68 years, female, alive, 579 days	117.9
TCGA-AC-A62Y-01A	79 years, female, white, stage:iib, alive, 530 days	117.8
TCGA-E9-A1N6-01A	52 years, female, white, stage:iib, dead, 678 days	117.6
TCGA-D8-A1XL-01A	34 years, female, white, stage:iib, alive, 606 days	117.5
TCGA-B6-A0IA-01A	51 years, female, white, stage:iia, alive, 8391 days	117.5
TCGA-GM-A2DD-01A	53 years, female, white, stage:i, alive, 2282 days	117.3
TCGA-C8-A275-01A	56 years, female, asian, stage:iia, alive, 1 days	117.2
TCGA-E9-A3QA-01A	33 years, female, white, stage:iia, alive, 918 days	117.2
TCGA-AO-A0JE-01A	53 years, female, black or african american, stage:iiia, alive, 2335 days	117.1
TCGA-A2-A04U-01A	47 years, female, white, stage:iia, alive, 2654 days	117.1
TCGA-AC-A5XS-01A	74 years, female, white, stage:iia, alive, 588 days	116.7
TCGA-AR-A1AY-01A	65 years, female, white, stage:i, alive, 1026 days	116.6
TCGA-AR-A1AS-01A	54 years, female, asian, stage:iib, alive, 1150 days	116.5
TCGA-AC-A3YI-01A	74 years, female, white, stage:iiic, alive, 707 days	116.4
TCGA-E2-A1IF-01A	74 years, female, white, stage:i, alive, 1138 days	116.4
TCGA-AO-A124-01A	38 years, female, white, stage:iia, alive, 3506 days	116.0
TCGA-E2-A15H-01A	38 years, female, white, stage:iia, alive, 393 days	115.8
TCGA-BH-A18G-01A	81 years, female, white, stage:ia, alive, 149 days	115.2
TCGA-BH-A0W7-01A	49 years, female, white, stage:i, alive, 1363 days	114.9
TCGA-BH-A0HU-01A	52 years, female, white, stage:ia, alive, 392 days	114.8
TCGA-A2-A1G1-01A	85 years, female, white, stage:iib, alive, 584 days	114.7
TCGA-A2-A1G6-01A	50 years, female, white, stage:iiia, alive, 501 days	114.2
TCGA-EW-A6S9-01A	34 years, female, black or african american, stage:iia, alive, 463 days	114.1
TCGA-GM-A2DL-01A	50 years, female, white, stage:i, alive, 3519 days	113.9
TCGA-A7-A6VV-01A	51 years, female, black or african american, stage:iia, alive, 313 days	113.8
TCGA-A2-A25A-01A	44 years, female, white, stage:iia, alive, 3276 days	113.3
TCGA-BH-A0AZ-01A	47 years, female, white, stage:iiia, alive, 1919 days	112.9
TCGA-E2-A14X-01A	55 years, female, black or african american, stage:iiia, alive, 972 days	112.7
TCGA-E2-A14P-01A	79 years, female, white, stage:iiic, alive, 1246 days	112.5
TCGA-BH-A0BR-01A	59 years, female, white, stage:i, alive, 2330 days	112.2
TCGA-BH-A201-01A	64 years, female, white, stage:ia, alive, 856 days	111.7
TCGA-AO-A12A-01A	47 years, female, white, stage:iia, alive, 3112 days	111.5
TCGA-EW-A1PG-01A	53 years, female, white, stage:iib, alive, 1051 days	111.5
TCGA-EW-A3U0-01A	61 years, female, black or african american, stage:iiia, alive, 532 days	111.2
TCGA-A8-A07I-01A	69 years, female, stage:iiia, alive, 426 days	111.2
TCGA-D8-A1JK-01A	90 years, female, white, stage:iia, alive, 612 days	111.2
TCGA-C8-A12N-01A	58 years, female, asian, stage:iia, alive, 358 days	111.2
TCGA-EW-A1IY-01A	38 years, female, asian, stage:i, alive, 258 days	111.1
TCGA-E9-A1R3-01A	70 years, female, white, stage:iiic, alive, 78 days	111.0
TCGA-B6-A409-01A	44 years, female, black or african american, stage:iiia, dead, 573 days	110.8
TCGA-C8-A8HP-01A	59 years, female, asian, stage:iiia, alive, 396 days	110.6
TCGA-BH-A0B4-01A	65 years, male, white, stage:iiia, alive, 1191 days	110.6
TCGA-OL-A66J-01A	80 years, female, white, stage:i, alive, 1996 days	110.4
TCGA-AR-A0TY-01A	54 years, female, white, stage:iia, dead, 1699 days	109.9
TCGA-E9-A1NG-01A	62 years, female, white, stage:iia, dead, 786 days	109.6
TCGA-C8-A12V-01A	55 years, female, asian, stage:iia, alive, 385 days	109.5
TCGA-BH-A0DZ-01A	43 years, female, white, stage:iib, alive, 495 days	109.3
TCGA-E9-A1R4-01A	66 years, female, white, stage:ia, alive, 186 days	109.1
TCGA-E9-A249-01A	45 years, female, white, stage:iia, alive, 217 days	109.1
TCGA-A2-A0T1-01A	55 years, female, american indian or alaska native, stage:iiic, alive, 521 days	109.0
TCGA-E9-A5FK-01A	60 years, female, white, stage:iiic, alive, 812 days	108.8
TCGA-GM-A3XL-01A	49 years, female, black or african american, stage:iia, alive, 2108 days	108.6
TCGA-E9-A1QZ-01A	61 years, female, white, stage:iia, alive, 755 days	108.5
TCGA-A2-A0CS-01A	73 years, female, white, stage:iv, dead, 2348 days	108.3
TCGA-Z7-A8R5-01A	61 years, female, white, stage:iiia, alive, 3287 days	108.1
TCGA-OL-A66O-01A	39 years, female, black or african american, stage:iib, alive, 528 days	107.8
TCGA-A7-A6VW-01A	48 years, female, black or african american, stage:iia, alive, 285 days	107.8
TCGA-EW-A2FV-01A	39 years, female, white, stage:iiic, alive, 788 days	107.7
TCGA-AC-A6IW-01A	73 years, female, black or african american, stage:iia, alive, 413 days	107.6
TCGA-BH-A1FJ-01A	66 years, female, white, stage:iiia, dead, 1927 days	107.5
TCGA-C8-A26W-01A	58 years, female, asian, stage:iib, alive, 381 days	107.5
TCGA-D8-A1JP-01A	73 years, female, white, stage:ia, alive, 639 days	107.3
TCGA-A7-A13E-01A	62 years, female, white, stage:iib, dead, 614 days	107.2
TCGA-AN-A04C-01A	51 years, female, white, stage:iib, alive, 54 days	107.0
TCGA-EW-A1P7-01A	59 years, female, white, stage:iia, alive, 915 days	106.9
TCGA-AR-A1AL-01A	60 years, female, white, stage:iiia, alive, 2971 days	106.8
TCGA-AR-A1AN-01A	46 years, female, white, stage:iia, alive, 2920 days	106.7
TCGA-A7-A56D-01A	84 years, female, black or african american, stage:iia, alive, 448 days	106.7
TCGA-BH-A0BQ-01A	39 years, female, white, stage:i, alive, 2255 days	106.6
TCGA-C8-A12L-01A	67 years, female, asian, stage:iia, alive, 363 days	106.4
TCGA-OL-A5RX-01A	51 years, female, black or african american, stage:ia, alive, 878 days	106.3
TCGA-E9-A1RA-01A	48 years, female, white, stage:ia, alive, 1369 days	105.9
TCGA-E2-A573-01A	48 years, female, black or african american, stage:ia, alive, 1062 days	105.6
TCGA-B6-A0RH-01A	51 years, female, black or african american, stage:iia, dead, 6456 days	105.6
TCGA-BH-A0DS-01A	71 years, female, white, stage:iiia, alive, 78 days	105.6
TCGA-OL-A66I-01A	36 years, female, black or african american, stage:iia, alive, 714 days	105.4
TCGA-E2-A1B0-01A	50 years, female, white, stage:iiia, alive, 1631 days	105.3
TCGA-AN-A0XR-01A	55 years, female, white, stage:iiia, alive, 10 days	105.3
TCGA-D8-A1JS-01A	77 years, female, white, stage:ia, alive, 371 days	105.2
TCGA-AN-A0XN-01A	68 years, female, white, stage:iiia, alive, 10 days	105.2
TCGA-BH-A0AV-01A	52 years, female, black or african american, stage:i, alive, 1820 days	105.1
TCGA-LL-A50Y-01A	84 years, female, white, stage:iia, alive, 762 days	105.1
TCGA-AR-A251-01A	51 years, female, white, stage:iiia, alive, 3030 days	104.8
TCGA-AN-A0AL-01A	41 years, female, white, stage:iiib, alive, 227 days	104.8
TCGA-A7-A2KD-01A	53 years, female, black or african american, stage:iiia, alive, 679 days	104.7
TCGA-EW-A6SA-01A	59 years, male, black or african american, stage:ii, alive, 510 days	103.7
TCGA-BH-A209-01A	77 years, female, black or african american, stage:i, dead, 3959 days	103.5
TCGA-PL-A8LY-01A	30 years, female, black or african american, stage:iib, alive, 8 days	103.5
TCGA-C8-A12Q-01A	78 years, female, asian, stage:iiia, dead, 385 days	103.4
TCGA-B6-A0RS-01A	38 years, female, white, stage:iia, dead, 3063 days	103.3
TCGA-BH-A0B0-01A	56 years, female, black or african american, stage:i, alive, 2477 days	103.2
TCGA-AR-A5QP-01A	54 years, female, white, stage:iib, alive, 1185 days	103.2
TCGA-A2-A0T7-01A	51 years, female, white, stage:iia, alive, 631 days	103.2
TCGA-E9-A226-01A	45 years, female, white, stage:iiia, dead, 1048 days	103.1
TCGA-A8-A09W-01A	70 years, female, stage:iiib, alive, 30 days	103.1
TCGA-D8-A1JJ-01A	54 years, female, white, stage:iia, alive, 611 days	103.0
TCGA-D8-A1Y1-01A	80 years, female, white, stage:iiia, dead, 302 days	103.0
TCGA-A2-A0ST-01A	62 years, female, white, stage:iia, alive, 3017 days	102.8
TCGA-BH-A42U-01A	80 years, female, black or african american, stage:iia, alive, 3364 days	102.7
TCGA-A2-A0SU-01A	66 years, female, white, stage:iia, alive, 1662 days	102.6
TCGA-AN-A0XW-01A	36 years, female, white, stage:iiia, alive, 170 days	102.4
TCGA-D8-A1JC-01A	59 years, female, white, stage:iiia, alive, 480 days	102.4
TCGA-B6-A0WY-01A	40 years, female, white, stage:iiia, dead, 3461 days	102.3
TCGA-BH-A18F-01A	50 years, female, white, stage:iia, alive, 1001 days	102.3
TCGA-BH-A5J0-01A	63 years, female, black or african american, stage:ia, alive, 715 days	102.1
TCGA-A8-A08Z-01A	76 years, female, alive, 1217 days	102.1
TCGA-BH-A0GZ-01A	62 years, female, white, stage:iia, alive, 328 days	102.1
TCGA-AC-A23E-01A	50 years, female, white, stage:iib, alive, 698 days	101.8
TCGA-D8-A1XK-01A	55 years, female, white, stage:iib, alive, 441 days	101.7
TCGA-BH-A0DE-01A	62 years, female, white, stage:iia, alive, 2372 days	101.6
TCGA-GM-A2DA-01A	46 years, female, white, stage:iib, dead, 6593 days	101.6
TCGA-C8-A8HR-01A	49 years, female, asian, stage:iiia, alive, 408 days	101.6
TCGA-BH-A0E6-01A	69 years, female, white, stage:ia, alive, 293 days	101.4
TCGA-S3-A6ZH-01A	29 years, female, black or african american, stage:iiic, alive, 641 days	101.3
TCGA-B6-A0RU-01A	40 years, female, white, stage:ia, alive, 8605 days	101.2
TCGA-A7-A0DA-01A	62 years, female, white, stage:iia, alive, 1085 days	101.0
TCGA-E2-A14Q-01A	50 years, female, white, stage:iib, alive, 1163 days	101.0
TCGA-A2-A3XS-01A	63 years, female, black or african american, stage:iiia, dead, 1032 days	100.8
TCGA-AR-A0TT-01A	53 years, female, black or african american, stage:iiia, alive, 3316 days	100.6
TCGA-B6-A0IQ-01A	40 years, female, white, stage:iiia, alive, 4285 days	100.6
TCGA-A7-A5ZW-01A	48 years, female, black or african american, stage:iia, alive, 326 days	100.6
TCGA-A8-A0A6-01A	64 years, female, stage:iiic, alive, 640 days	100.5
TCGA-E9-A227-01A	42 years, female, white, stage:iib, alive, 975 days	100.3
TCGA-BH-A0H5-01A	45 years, female, white, stage:i, alive, 1620 days	100.1
TCGA-BH-A0DG-01A	30 years, female, black or african american, stage:iia, alive, 2041 days	100.1
TCGA-A2-A0CP-01A	60 years, female, white, stage:ia, alive, 2813 days	100.0
TCGA-GM-A3NY-01A	72 years, female, white, stage:iib, alive, 1162 days	99.9
TCGA-BH-A0E2-01A	49 years, female, black or african american, stage:iiia, alive, 435 days	99.9
TCGA-AO-A126-01A	39 years, female, asian, stage:iia, alive, 3307 days	99.8
TCGA-A7-A13D-01A	46 years, female, black or african american, stage:iia, alive, 965 days	99.8
TCGA-AR-A24T-01A	46 years, female, white, stage:iiic, alive, 3202 days	99.7
TCGA-C8-A3M8-01A	68 years, female, asian, stage:ia, alive, 394 days	99.1
TCGA-B6-A0IJ-01A	42 years, female, black or african american, stage:iib, alive, 7106 days	99.0
TCGA-B6-A0RQ-01A	68 years, female, white, stage:iib, dead, 4267 days	98.8
TCGA-E2-A1LK-01A	84 years, female, black or african american, stage:iiic, dead, 266 days	98.6
TCGA-B6-A0RM-01A	57 years, female, black or african american, stage:x, dead, 2373 days	98.4
TCGA-AN-A0XS-01A	63 years, female, white, stage:iiia, alive, 10 days	98.4
TCGA-AN-A0FT-01A	63 years, female, white, stage:iib, alive, 214 days	98.3
TCGA-E2-A2P5-01A	78 years, female, black or african american, stage:iiic, dead, 821 days	98.2
TCGA-A2-A0ES-01A	52 years, female, white, stage:iia, alive, 2190 days	98.0
TCGA-A2-A0SW-01A	82 years, female, white, stage:iv, dead, 1365 days	98.0
TCGA-EW-A1PD-01A	61 years, male, white, stage:iia, alive, 424 days	97.9
TCGA-BH-A0DT-01A	41 years, female, white, stage:iia, alive, 2403 days	97.7
TCGA-E9-A24A-01A	69 years, female, white, stage:iia, alive, 747 days	97.5
TCGA-BH-A0DK-01A	49 years, female, white, stage:iia, alive, 423 days	97.4
TCGA-E9-A1NH-01A	71 years, female, white, stage:iib, alive, 576 days	97.3
TCGA-D8-A1JB-01A	54 years, female, white, stage:iib, alive, 1688 days	97.2
TCGA-A2-A0CW-01A	67 years, female, white, stage:iib, alive, 3283 days	97.2
TCGA-E9-A1RI-01A	43 years, female, white, stage:iiia, alive, 1449 days	97.1
TCGA-C8-A1HF-01A	female, asian, stage:iia, alive, 332 days	97.1
TCGA-3C-AALJ-01A	62 years, female, black or african american, stage:iib, alive, 1474 days	97.1
TCGA-AR-A24M-01A	38 years, female, white, stage:iiia, alive, 3660 days	96.9
TCGA-C8-A26X-01A	58 years, female, asian, stage:iia, alive, 376 days	96.7
TCGA-BH-A0EB-01A	69 years, female, white, stage:ia, alive, 745 days	96.7
TCGA-GM-A2D9-01A	69 years, female, white, stage:i, dead, 1812 days	96.7
TCGA-A8-A06T-01A	75 years, female, stage:iiia, alive, 1614 days	96.6
TCGA-A7-A26J-01A	49 years, female, white, stage:iia, alive, 627 days	96.6
TCGA-AC-A2BM-01A	41 years, female, black or african american, stage:iib, alive, 3022 days	96.5
TCGA-A8-A07C-01A	57 years, female, stage:iia, alive, 1034 days	96.4
TCGA-GM-A2DB-01A	62 years, female, white, stage:iia, alive, 2406 days	96.4
TCGA-A8-A075-01A	42 years, female, stage:iib, alive, 518 days	96.4
TCGA-BH-A1FE-01A	31 years, female, white, stage:iib, dead, 2273 days	96.3
TCGA-AC-A2BK-01A	78 years, female, black or african american, stage:iiia, alive, 2222 days	96.3
TCGA-EW-A424-01A	51 years, female, white, stage:iiia, alive, 715 days	96.2
TCGA-A2-A0T0-01A	59 years, female, white, stage:iib, alive, 533 days	96.2
TCGA-BH-A1FN-01A	34 years, female, white, stage:iia, dead, 2192 days	96.2
TCGA-E9-A247-01A	59 years, female, white, stage:ia, alive, 1186 days	96.1
TCGA-E9-A229-01A	37 years, female, white, stage:ia, alive, 1148 days	96.1
TCGA-E2-A570-01A	47 years, female, black or african american, stage:ib, alive, 931 days	96.0
TCGA-BH-A0BF-01A	56 years, female, white, stage:iib, dead, 1324 days	96.0
TCGA-AO-A12D-01A	43 years, female, white, stage:iia, alive, 2515 days	95.8
TCGA-5L-AAT1-01A	63 years, female, white, stage:iv, alive, 1471 days	95.8
TCGA-A2-A0YD-01A	63 years, female, white, stage:iib, alive, 769 days	95.8
TCGA-OL-A5S0-01A	66 years, female, black or african american, stage:iib, alive, 620 days	95.6
TCGA-BH-A0BM-01A	54 years, female, white, stage:iib, alive, 1876 days	95.6
TCGA-D8-A1XZ-01A	81 years, female, white, stage:iiia, alive, 466 days	95.5
TCGA-E9-A22B-01A	71 years, female, white, stage:ia, alive, 1167 days	95.5
TCGA-B6-A1KN-01A	58 years, female, white, stage:iiib, alive, 4233 days	95.5
TCGA-C8-A1HI-01A	female, asian, stage:iiia, alive, 343 days	95.3
TCGA-E2-A1LB-01A	41 years, female, black or african american, stage:iib, alive, 2306 days	95.3
TCGA-C8-A12X-01A	62 years, female, asian, stage:iib, alive, 385 days	95.2
TCGA-Z7-A8R6-01A	46 years, female, white, stage:i, alive, 3256 days	95.2
TCGA-AR-A1AM-01A	52 years, female, white, stage:iiia, alive, 2991 days	95.1
TCGA-AR-A1AH-01A	52 years, female, white, stage:iib, alive, 3807 days	95.1
TCGA-E2-A10A-01A	41 years, female, white, stage:iib, alive, 1229 days	94.7
TCGA-B6-A0RI-01A	44 years, female, white, stage:iiib, alive, 7126 days	94.7
TCGA-OL-A5RV-01A	43 years, female, black or african american, stage:iiic, alive, 1062 days	94.7
TCGA-D8-A142-01A	74 years, female, white, stage:iib, alive, 425 days	94.7
TCGA-AO-A1KP-01A	77 years, female, white, stage:iia, alive, 2953 days	94.4
TCGA-AR-A24L-01A	26 years, female, white, stage:iib, dead, 2866 days	94.4
TCGA-AQ-A04H-01B	61 years, female, white, stage:iiia, alive, 754 days	94.3
TCGA-GM-A2DN-01A	58 years, female, white, stage:iia, alive, 3091 days	94.1
TCGA-BH-A18I-01A	53 years, female, white, stage:iia, alive, 1093 days	94.1
TCGA-A2-A0CL-01A	37 years, female, black or african american, stage:iiia, alive, 3015 days	94.0
TCGA-AN-A0XV-01A	67 years, female, white, stage:iiia, alive, 162 days	94.0
TCGA-BH-A18J-01A	56 years, female, white, stage:iv, dead, 612 days	93.9
TCGA-A2-A3XV-01A	46 years, female, black or african american, stage:iia, alive, 996 days	93.9
TCGA-A2-A3XY-01A	49 years, female, black or african american, stage:iib, dead, 1093 days	93.9
TCGA-B6-A0IH-01A	81 years, female, white, stage:iiia, dead, 3418 days	93.8
TCGA-D8-A1XM-01A	57 years, female, white, stage:ia, alive, 538 days	93.7
TCGA-A2-A3Y0-01A	57 years, female, black or african american, stage:iib, alive, 1546 days	93.7
TCGA-GM-A2DF-01A	53 years, female, black or african american, stage:iia, alive, 2155 days	93.7
TCGA-A8-A0A9-01A	80 years, female, stage:iia, alive, 822 days	93.5
TCGA-OL-A66K-01A	72 years, female, white, stage:iia, dead, 1275 days	93.5
TCGA-A2-A0D0-01A	60 years, female, black or african american, stage:iia, alive, 2048 days	93.4
TCGA-E9-A1RF-01A	68 years, female, white, stage:iiia, alive, 200 days	93.4
TCGA-A2-A0YF-01A	67 years, female, black or african american, stage:i, alive, 1535 days	93.1
TCGA-BH-A18U-01A	72 years, female, white, stage:iiia, dead, 1563 days	92.9
TCGA-C8-A278-01A	61 years, female, asian, stage:iiia, alive, 297 days	92.9
TCGA-A2-A0CX-01A	52 years, female, white, stage:iia, alive, 1728 days	92.6
TCGA-E9-A1NE-01A	28 years, female, white, stage:iib, alive, 1088 days	92.6
TCGA-EW-A1J3-01A	61 years, female, white, stage:ia, alive, 504 days	92.5
TCGA-BH-A18K-01A	46 years, female, white, stage:i, dead, 2763 days	92.5
TCGA-A8-A08O-01A	45 years, female, stage:iv, alive, 943 days	92.4
TCGA-BH-A0BO-01A	54 years, female, white, stage:i, alive, 2197 days	92.1
TCGA-E2-A159-01A	51 years, female, white, stage:iia, alive, 762 days	92.0
TCGA-D8-A1XY-01A	74 years, female, white, stage:iia, alive, 503 days	92.0
TCGA-AO-A0JA-01A	36 years, female, black or african american, stage:iiic, alive, 655 days	91.9
TCGA-A8-A09X-01A	62 years, female, stage:iiic, dead, 426 days	91.7
TCGA-B6-A0RT-01A	39 years, female, white, stage:iiia, alive, 2721 days	91.7
TCGA-E2-A1IJ-01A	57 years, female, white, stage:i, alive, 865 days	91.7
TCGA-B6-A40C-01A	51 years, female, white, stage:iib, alive, 2164 days	91.6
TCGA-AR-A1AK-01A	70 years, female, white, stage:i, alive, 3159 days	91.5
TCGA-AC-A3TM-01A	50 years, female, white, stage:iiia, alive, 762 days	91.5
TCGA-AO-A0J9-01A	62 years, female, white, stage:iiic, alive, 1613 days	91.5
TCGA-E9-A22H-01A	42 years, female, white, stage:iib, alive, 1232 days	91.5
TCGA-AO-A128-01A	61 years, female, white, stage:iia, alive, 3248 days	91.4
TCGA-BH-A18Q-01A	56 years, female, white, stage:iib, dead, 1692 days	91.4
TCGA-A1-A0SP-01A	40 years, female, stage:iia, alive, 584 days	91.3
TCGA-C8-A8HQ-01A	53 years, female, asian, stage:iib, alive, 380 days	91.2
TCGA-AO-A12F-01A	36 years, female, white, stage:iia, alive, 1842 days	91.1
TCGA-AC-A2B8-01A	84 years, female, white, stage:iib, alive, 677 days	91.1
TCGA-A2-A3XX-01A	49 years, female, black or african american, stage:iia, dead, 1439 days	91.1
TCGA-BH-A0BJ-01A	41 years, female, white, stage:iib, alive, 660 days	91.0
TCGA-D8-A27G-01A	75 years, female, white, stage:iia, alive, 409 days	90.9
TCGA-AR-A0TP-01A	43 years, female, white, stage:iia, alive, 4275 days	90.9
TCGA-AN-A0FK-01A	88 years, female, white, stage:iiib, alive, 213 days	90.8
TCGA-A2-A0EO-01A	54 years, female, white, stage:ia, alive, 2442 days	90.8
TCGA-AN-A049-01A	62 years, female, white, stage:iia, alive, 19 days	90.7
TCGA-A2-A04R-01A	36 years, female, black or african american, stage:ia, alive, 3709 days	90.6
TCGA-E2-A15D-01A	47 years, female, white, stage:iia, alive, 526 days	90.5
TCGA-E2-A10F-01A	47 years, female, white, stage:iia, alive, 878 days	90.3
TCGA-E9-A2JT-01A	63 years, female, white, stage:iia, alive, 288 days	90.2
TCGA-5T-A9QA-01A	52 years, female, black or african american, stage:iia, alive, 303 days	90.2
TCGA-A8-A07J-01A	35 years, female, stage:iib, alive, 365 days	90.2
TCGA-EW-A1J6-01A	70 years, female, white, stage:i, alive, 875 days	90.0
TCGA-AQ-A7U7-01A	55 years, female, white, stage:iiia, dead, 584 days	90.0
TCGA-WT-AB41-01A	female, black or african american, stage:iib, alive, 1611 days	89.9
TCGA-BH-A0B7-01A	42 years, female, white, stage:iib, alive, 2559 days	89.9
TCGA-A1-A0SF-01A	54 years, female, white, stage:iia, alive, 1463 days	89.7
TCGA-BH-A0C1-01B	61 years, female, white, stage:iiia, dead, 1411 days	89.7
TCGA-AO-A0J4-01A	41 years, female, black or african american, stage:ia, alive, 1587 days	89.7
TCGA-E2-A14Y-01A	35 years, female, white, stage:iia, alive, 2109 days	89.4
TCGA-EW-A6SC-01A	60 years, female, black or african american, stage:iia, alive, 952 days	89.4
TCGA-BH-A0E1-01A	52 years, female, white, stage:iib, alive, 477 days	89.4
TCGA-A7-A4SD-01A	52 years, female, black or african american, stage:iia, alive, 441 days	89.3
TCGA-4H-AAAK-01A	50 years, female, white, stage:iiia, alive, 348 days	89.3
TCGA-EW-A1J5-01A	59 years, female, white, stage:iib, alive, 477 days	89.3
TCGA-EW-A1OZ-01A	56 years, female, black or african american, stage:iia, alive, 1229 days	89.2
TCGA-A8-A08J-01A	52 years, female, stage:iv, dead, 1127 days	89.1
TCGA-LL-A441-01A	62 years, female, black or african american, stage:ia, alive, 996 days	89.1
TCGA-BH-A8FZ-01A	58 years, female, white, stage:ia, alive, 574 days	89.0
TCGA-AR-A254-01A	50 years, female, white, stage:iiia, alive, 2605 days	89.0
TCGA-A2-A0EM-01A	73 years, female, white, stage:ia, alive, 3094 days	88.9
TCGA-AR-A24O-01A	43 years, female, white, stage:iiia, alive, 3607 days	88.9
TCGA-AR-A24S-01A	61 years, female, white, stage:i, alive, 2976 days	88.8
TCGA-A2-A3XU-01A	35 years, female, black or african american, stage:iib, dead, 912 days	88.8
TCGA-E2-A1L6-01A	44 years, female, white, stage:iia, alive, 1648 days	88.7
TCGA-BH-A0W5-01A	77 years, female, white, stage:iia, alive, 1288 days	88.6
TCGA-D8-A27T-01A	53 years, female, white, stage:iiic, alive, 398 days	88.6
TCGA-AO-A1KQ-01A	84 years, male, white, stage:iiib, alive, 1882 days	88.5
TCGA-GM-A2DC-01A	57 years, female, white, stage:iia, alive, 2535 days	88.3
TCGA-AR-A250-01A	58 years, female, white, stage:iia, alive, 2707 days	88.2
TCGA-EW-A3E8-01B	60 years, female, white, stage:iib, alive, 1035 days	88.2
TCGA-E2-A1IG-01A	45 years, female, white, stage:iib, alive, 2140 days	87.9
TCGA-A2-A04V-01A	39 years, female, white, stage:iia, dead, 1920 days	87.8
TCGA-BH-A2L8-01A	45 years, female, white, stage:iia, alive, 612 days	87.8
TCGA-A7-A5ZX-01A	48 years, female, white, stage:iiic, alive, 336 days	87.8
TCGA-BH-A0B5-01A	40 years, female, white, stage:iiia, alive, 2136 days	87.7
TCGA-BH-A1EX-01A	67 years, female, white, stage:iib, dead, 1508 days	87.7
TCGA-OK-A5Q2-01A	59 years, female, stage:ii, alive, 64 days	87.6
TCGA-A8-A08B-01A	52 years, female, stage:iia, alive, 1156 days	87.6
TCGA-A2-A4RX-01A	67 years, female, black or african american, stage:iia, alive, 742 days	87.5
TCGA-A2-A0CZ-01A	46 years, female, white, stage:iia, alive, 1616 days	87.4
TCGA-AN-A0XO-01A	59 years, female, white, stage:iiia, alive, 375 days	87.4
TCGA-BH-A18H-01A	63 years, female, white, stage:ia, alive, 652 days	87.4
TCGA-D8-A1J8-01A	77 years, female, white, stage:iib, alive, 431 days	87.3
TCGA-A8-A07U-01A	66 years, female, stage:iiia, alive, 760 days	87.3
TCGA-OL-A5RU-01A	63 years, female, black or african american, stage:iia, alive, 1219 days	87.3
TCGA-AN-A0FD-01A	71 years, female, white, stage:iia, alive, 196 days	87.1
TCGA-BH-A42T-01A	75 years, female, black or african american, stage:iia, dead, 320 days	87.1
TCGA-A2-A0ER-01A	63 years, female, white, stage:ib, alive, 2263 days	87.0
TCGA-AN-A0AS-01A	70 years, female, white, stage:iiia, alive, 10 days	87.0
TCGA-A2-A0EQ-01A	64 years, female, black or african american, stage:iia, alive, 2426 days	86.9
TCGA-A8-A09R-01A	82 years, female, stage:iib, alive, 273 days	86.9
TCGA-BH-A0DV-01A	54 years, female, white, stage:iiia, alive, 2064 days	86.9
TCGA-BH-A1FH-01A	47 years, female, white, stage:iv, dead, 1034 days	86.8
TCGA-D8-A1JE-01A	62 years, female, white, stage:iia, alive, 575 days	86.7
TCGA-GM-A2DO-01A	54 years, female, black or african american, stage:i, alive, 2596 days	86.6
TCGA-BH-A0BC-01A	60 years, female, white, stage:iiic, alive, 974 days	86.6
TCGA-AC-A8OR-01A	75 years, female, white, stage:ia, alive, 40 days	86.6
TCGA-D8-A1X7-01A	40 years, female, white, stage:iia, alive, 509 days	86.6
TCGA-E9-A1NI-01A	52 years, female, white, stage:iia, alive, 300 days	86.6
TCGA-LL-A9Q3-01A	69 years, female, white, stage:iiic, alive, 532 days	86.5
TCGA-A2-A04Q-01A	48 years, female, white, stage:ia, alive, 2385 days	86.4
TCGA-D8-A1JF-01A	79 years, female, white, stage:iiia, alive, 366 days	86.4
TCGA-AN-A0FV-01A	58 years, female, white, stage:iia, alive, 10 days	86.3
TCGA-AC-A3W5-01A	65 years, female, black or african american, stage:iia, alive, 504 days	86.3
TCGA-A8-A08R-01A	52 years, female, stage:iib, alive, 30 days	86.1
TCGA-E2-A56Z-01A	69 years, female, black or african american, stage:iib, alive, 252 days	86.1
TCGA-E2-A106-01A	34 years, female, asian, stage:ib, alive, 2541 days	85.9
TCGA-GM-A3XN-01A	44 years, female, white, stage:iiia, alive, 2019 days	85.7
TCGA-A2-A04Y-01A	53 years, female, white, stage:iib, alive, 1099 days	85.7
TCGA-EW-A1P5-01A	77 years, female, white, stage:iib, alive, 703 days	85.7
TCGA-AO-A03P-01A	54 years, female, black or african american, stage:iib, dead, 2911 days	85.6
TCGA-BH-A0H0-01A	69 years, female, white, stage:ia, alive, 461 days	85.6
TCGA-E2-A155-01A	58 years, female, white, stage:iib, alive, 640 days	85.5
TCGA-EW-A1J2-01A	50 years, female, black or african american, alive, 403 days	85.5
TCGA-AO-A0JD-01A	59 years, female, white, stage:iiia, alive, 2190 days	85.5
TCGA-A8-A08C-01A	65 years, female, stage:iia, alive, 881 days	85.5
TCGA-E2-A1LL-01A	74 years, female, black or african american, stage:iiia, alive, 1309 days	85.5
TCGA-BH-A1FM-01A	44 years, female, white, stage:iiia, dead, 1388 days	85.5
TCGA-BH-A6R8-01A	46 years, female, black or african american, stage:iia, alive, 293 days	85.4
TCGA-AO-A03U-01B	31 years, female, white, stage:i, dead, 1793 days	85.4
TCGA-C8-A27A-01A	48 years, female, asian, stage:iib, alive, 747 days	85.2
TCGA-A8-A0AD-01A	83 years, female, stage:i, alive, 1157 days	85.2
TCGA-D8-A141-01A	40 years, female, white, alive, 626 days	84.9
TCGA-AR-A24N-01A	54 years, female, white, stage:i, alive, 3035 days	84.9
TCGA-E2-A153-01A	51 years, female, white, stage:iib, alive, 707 days	84.8
TCGA-BH-A0E0-01A	38 years, female, white, stage:iiic, alive, 134 days	84.8
TCGA-AC-A6IV-01A	48 years, female, white, stage:iib, alive, 568 days	84.8
TCGA-LD-A66U-01A	44 years, female, white, stage:iib, alive, 646 days	84.7
TCGA-BH-A0HF-01A	77 years, female, white, stage:ia, alive, 727 days	84.7
TCGA-AR-A5QQ-01A	68 years, female, white, stage:iiia, dead, 322 days	84.5
TCGA-A8-A06P-01A	63 years, female, stage:iiia, alive, 396 days	84.4
TCGA-GM-A2DI-01A	52 years, female, white, stage:i, alive, 2590 days	84.3
TCGA-A2-A0CK-01A	60 years, female, white, stage:iiia, alive, 4159 days	84.3
TCGA-D8-A1X6-01A	80 years, female, white, stage:iiia, alive, 541 days	84.2
TCGA-A2-A0EP-01A	56 years, female, white, stage:i, alive, 3603 days	84.2
TCGA-BH-A1F5-01A	62 years, female, white, stage:iia, dead, 2712 days	84.2
TCGA-AQ-A04L-01B	48 years, female, white, stage:iia, alive, 3957 days	84.1
TCGA-HN-A2NL-01A	56 years, female, stage:iia, alive, 79 days	84.0
TCGA-A8-A086-01A	59 years, female, stage:iia, alive, 396 days	83.9
TCGA-AC-A2FK-01A	45 years, female, white, stage:iiic, alive, 2650 days	83.8
TCGA-AR-A24V-01A	52 years, female, white, stage:iib, alive, 3203 days	83.8
TCGA-B6-A40B-01A	76 years, female, white, stage:i, alive, 3152 days	83.5
TCGA-PE-A5DC-01A	72 years, female, white, stage:iiia, dead, 1430 days	83.5
TCGA-D8-A1JU-01A	51 years, female, white, stage:ia, alive, 447 days	83.4
TCGA-A2-A25E-01A	34 years, female, black or african american, stage:iiia, alive, 3204 days	83.4
TCGA-AO-A03N-01B	59 years, female, white, stage:iib, alive, 2031 days	83.3
TCGA-A8-A07E-01A	81 years, female, stage:x, alive, 608 days	83.3
TCGA-A7-A0CE-01A	57 years, female, white, stage:iia, alive, 1074 days	83.2
TCGA-A8-A08G-01A	41 years, female, stage:iia, alive, 607 days	83.0
TCGA-BH-A18V-01A	48 years, female, white, stage:iib, dead, 1556 days	82.9
TCGA-E2-A14N-01A	37 years, female, white, stage:iib, alive, 1434 days	82.9
TCGA-A7-A426-01A	50 years, female, white, stage:iiic, alive, 364 days	82.8
TCGA-B6-A0IM-01A	75 years, female, black or african american, stage:iib, dead, 3873 days	82.8
TCGA-OL-A5D7-01A	70 years, female, black or african american, stage:iia, alive, 1780 days	82.8
TCGA-B6-A401-01A	47 years, female, black or african american, stage:iia, alive, 2596 days	82.7
TCGA-E9-A5UO-01A	41 years, female, white, stage:iia, alive, 785 days	82.6
TCGA-A1-A0SE-01A	56 years, female, white, stage:i, alive, 1321 days	82.6
TCGA-E9-A1R0-01A	58 years, female, white, stage:iia, alive, 860 days	82.5
TCGA-D8-A73W-01A	79 years, female, white, stage:iiia, dead, 385 days	82.5
TCGA-LL-A5YN-01A	46 years, female, black or african american, stage:iia, alive, 447 days	82.5
TCGA-GM-A4E0-01A	67 years, female, white, stage:iiic, alive, 2191 days	82.4
TCGA-A8-A07Z-01A	85 years, female, stage:iia, alive, 1371 days	82.4
TCGA-BH-A0H3-01A	46 years, female, white, stage:i, alive, 1928 days	82.3
TCGA-A2-A3XZ-01A	46 years, female, black or african american, stage:i, alive, 1532 days	82.2
TCGA-AC-A2FB-01A	65 years, female, white, stage:iia, alive, 1234 days	82.2
TCGA-AR-A24X-01A	52 years, female, white, stage:iia, alive, 3004 days	82.2
TCGA-LD-A9QF-01A	73 years, female, black or african american, stage:ia, alive, 323 days	82.1
TCGA-B6-A0I5-01A	49 years, female, white, stage:iib, alive, 8556 days	82.0
TCGA-B6-A0IE-01A	38 years, female, black or african american, stage:iiia, dead, 1993 days	82.0
TCGA-E2-A1LE-01A	71 years, female, white, stage:iiic, dead, 879 days	82.0
TCGA-AC-A2FG-01A	80 years, female, white, stage:iib, alive, 1853 days	81.9
TCGA-E9-A1RD-01A	67 years, female, white, stage:iia, alive, 34 days	81.8
TCGA-A2-A04T-01A	62 years, female, white, stage:iia, alive, 2246 days	81.8
TCGA-XX-A899-01A	46 years, female, white, stage:iiia, alive, 467 days	81.8
TCGA-D8-A1X8-01A	63 years, female, white, stage:iiia, alive, 783 days	81.8
TCGA-BH-A0HY-01A	60 years, female, white, stage:i, alive, 1545 days	81.7
TCGA-3C-AALK-01A	52 years, female, black or african american, stage:ia, alive, 1448 days	81.6
TCGA-AR-A24W-01A	55 years, female, white, stage:iib, alive, 991 days	81.6
TCGA-PE-A5DE-01A	41 years, female, white, stage:iia, alive, 2645 days	81.5
TCGA-B6-A0IG-01A	50 years, female, white, stage:iib, dead, 4456 days	81.5
TCGA-AC-A6IX-01A	49 years, female, white, stage:iiic, alive, 373 days	81.4
TCGA-E2-A1IU-01A	61 years, female, white, stage:ia, alive, 337 days	81.4
TCGA-EW-A1PE-01A	56 years, female, white, stage:iia, alive, 320 days	81.4
TCGA-E2-A15C-01A	61 years, female, white, stage:i, alive, 694 days	81.4
TCGA-BH-A0H7-01A	65 years, female, white, stage:iiia, alive, 702 days	81.3
TCGA-AR-A5QN-01A	68 years, female, white, stage:iiic, alive, 1013 days	81.3
TCGA-UL-AAZ6-01A	73 years, female, black or african american, stage:iia, alive, 518 days	81.2
TCGA-D8-A1Y3-01A	61 years, female, white, stage:iiia, alive, 430 days	81.1
TCGA-AC-A3TN-01A	75 years, female, white, stage:iib, alive, 456 days	80.9
TCGA-E2-A10C-01A	54 years, female, white, stage:iib, alive, 1220 days	80.9
TCGA-AC-A23G-01A	76 years, female, white, stage:iia, alive, 2248 days	80.9
TCGA-AC-A2FE-01A	62 years, female, white, stage:iiic, dead, 2636 days	80.8
TCGA-GM-A3NW-01A	63 years, female, white, stage:iia, alive, 3361 days	80.7
TCGA-BH-A0DL-01A	64 years, female, white, stage:iia, alive, 2381 days	80.7
TCGA-E2-A15K-01A	58 years, female, white, stage:iib, alive, 275 days	80.7
TCGA-A7-A4SE-01A	55 years, female, black or african american, stage:iia, alive, 644 days	80.6
TCGA-C8-A3M7-01A	60 years, female, asian, stage:iiib, dead, 1034 days	80.5
TCGA-A1-A0SD-01A	59 years, female, white, stage:iia, alive, 437 days	80.5
TCGA-AO-A03L-01A	34 years, female, asian, stage:iiia, alive, 2442 days	80.4
TCGA-BH-A1FG-01A	88 years, female, white, stage:i, dead, 3736 days	80.4
TCGA-D8-A1JD-01A	41 years, female, white, stage:iib, alive, 552 days	80.4
TCGA-OL-A66N-01A	59 years, female, white, stage:iiic, alive, 792 days	80.4
TCGA-A1-A0SN-01A	50 years, female, white, stage:iia, alive, 1196 days	80.3
TCGA-OL-A66P-01A	75 years, female, black or african american, stage:iia, alive, 428 days	80.3
TCGA-BH-A0DI-01A	63 years, female, white, stage:iib, alive, 912 days	80.3
TCGA-E2-A15O-01A	89 years, female, black or african american, stage:i, alive, 1545 days	80.1
TCGA-A8-A09D-01A	47 years, female, stage:iib, alive, 1522 days	80.0
TCGA-D8-A1J9-01A	48 years, female, white, stage:ia, alive, 532 days	80.0
TCGA-B6-A408-01A	55 years, female, black or african american, stage:iiic, alive, 2072 days	80.0
TCGA-C8-A26V-01A	47 years, female, asian, stage:iiia, alive, 616 days	79.9
TCGA-A1-A0SG-01A	61 years, female, white, stage:iib, alive, 434 days	79.9
TCGA-A8-A084-01A	81 years, female, stage:iib, alive, 458 days	79.9
TCGA-BH-A8G0-01A	54 years, female, white, stage:iib, alive, 662 days	79.8
TCGA-BH-A0H9-01A	69 years, female, white, stage:iia, alive, 1247 days	79.8
TCGA-AO-A0JJ-01A	54 years, female, white, stage:iib, alive, 1887 days	79.8
TCGA-BH-A0BT-01A	56 years, female, white, stage:iia, alive, 2365 days	79.8
TCGA-E9-A243-01A	52 years, female, white, stage:iia, alive, 612 days	79.7
TCGA-A2-A0YT-01A	56 years, female, white, stage:iiib, dead, 723 days	79.6
TCGA-W8-A86G-01A	66 years, female, white, stage:iia, alive, 347 days	79.6
TCGA-JL-A3YX-01A	female, asian, stage:iia, alive, 352 days	79.5
TCGA-AR-A2LQ-01A	59 years, female, white, stage:iib, alive, 1233 days	79.4
TCGA-BH-A203-01A	78 years, female, white, stage:iib, dead, 1174 days	79.4
TCGA-E2-A1BC-01A	63 years, female, stage:ia, alive, 501 days	79.3
TCGA-D8-A1XG-01A	86 years, female, white, stage:iiib, alive, 448 days	79.3
TCGA-C8-A137-01A	34 years, female, asian, stage:iib, alive, 379 days	79.3
TCGA-D8-A1XO-01A	56 years, female, white, stage:iib, alive, 1682 days	79.2
TCGA-AC-A2QI-01A	76 years, female, white, stage:iiia, alive, 588 days	79.2
TCGA-A8-A097-01A	65 years, female, stage:iib, alive, 365 days	79.1
TCGA-E2-A15L-01A	65 years, female, black or african american, stage:iia, alive, 626 days	79.1
TCGA-E2-A15A-01A	45 years, female, white, stage:iiic, alive, 710 days	79.1
TCGA-A8-A08T-01A	64 years, female, stage:iv, dead, 3409 days	79.1
TCGA-A7-A0CD-01A	66 years, female, white, stage:i, alive, 1165 days	79.1
TCGA-E2-A14T-01A	52 years, female, white, stage:iia, alive, 2311 days	79.1
TCGA-BH-A0HB-01A	56 years, female, white, stage:ia, alive, 806 days	79.1
TCGA-E9-A1N5-01A	45 years, female, white, stage:iib, alive, 1120 days	79.0
TCGA-5L-AAT0-01A	42 years, female, white, stage:iia, alive, 1477 days	79.0
TCGA-E9-A1RB-01A	40 years, female, white, stage:iia, dead, 976 days	78.9
TCGA-D8-A27L-01A	49 years, female, white, stage:iiia, alive, 499 days	78.9
TCGA-A2-A0YG-01A	63 years, female, white, stage:iiic, alive, 666 days	78.9
TCGA-A2-A0T5-01A	39 years, female, white, stage:iia, alive, 531 days	78.8
TCGA-D8-A27I-01A	58 years, female, white, stage:iiia, alive, 439 days	78.8
TCGA-B6-A0X0-01A	54 years, female, white, stage:i, dead, 3945 days	78.8
TCGA-C8-A130-01A	52 years, female, asian, stage:iiia, alive, 370 days	78.7
TCGA-B6-A0WT-01A	61 years, female, white, stage:iib, alive, 5739 days	78.7
TCGA-A2-A1FZ-01A	63 years, female, white, stage:iia, alive, 683 days	78.7
TCGA-A2-A04N-01A	66 years, female, white, stage:ia, alive, 4354 days	78.7
TCGA-OL-A5RW-01A	40 years, female, black or african american, stage:iia, alive, 1106 days	78.6
TCGA-B6-A0RV-01A	42 years, female, white, stage:iiia, alive, 5156 days	78.5
TCGA-AC-A23C-01A	62 years, female, white, stage:iib, alive, 585 days	78.5
TCGA-GM-A5PV-01A	63 years, female, white, stage:iib, alive, 412 days	78.5
TCGA-A2-A0EU-01A	79 years, female, white, stage:ia, alive, 1043 days	78.4
TCGA-BH-A1FB-01A	60 years, female, white, stage:iib, dead, 3669 days	78.3
TCGA-AC-A3BB-01A	46 years, female, black or african american, stage:iiia, alive, 987 days	78.3
TCGA-A2-A3XW-01A	42 years, female, black or african american, stage:iib, alive, 1712 days	78.2
TCGA-BH-A0AY-01A	62 years, female, white, stage:iia, alive, 777 days	78.1
TCGA-AR-A1AW-01A	65 years, female, white, stage:iia, alive, 2632 days	78.1
TCGA-LL-A5YM-01A	88 years, female, black or african american, stage:iiib, alive, 466 days	78.1
TCGA-BH-A0DX-01A	62 years, female, white, stage:i, alive, 2156 days	78.0
TCGA-E2-A152-01A	56 years, female, white, stage:i, alive, 2128 days	78.0
TCGA-AQ-A04J-01A	45 years, female, white, stage:iia, alive, 819 days	77.8
TCGA-AN-A0FX-01A	52 years, female, white, stage:iia, alive, 10 days	77.8
TCGA-AR-A2LO-01A	46 years, female, white, stage:iib, alive, 1198 days	77.8
TCGA-EW-A1IW-01A	80 years, female, white, stage:iib, alive, 371 days	77.5
TCGA-A2-A0T3-01A	37 years, female, white, stage:ib, alive, 1516 days	77.5
TCGA-E9-A5UP-01A	64 years, female, white, stage:iia, alive, 803 days	77.5
TCGA-A2-A0T6-01A	50 years, female, white, stage:iib, alive, 575 days	77.3
TCGA-AR-A2LJ-01A	40 years, female, white, stage:iiia, alive, 2632 days	77.2
TCGA-A2-A0T4-01A	62 years, female, white, stage:iia, alive, 624 days	77.2
TCGA-D8-A1XS-01A	48 years, male, white, stage:iiic, alive, 496 days	77.1
TCGA-AR-A255-01A	62 years, female, white, stage:i, alive, 2161 days	77.0
TCGA-E2-A1IE-01A	61 years, female, white, stage:iib, alive, 2362 days	77.0
TCGA-E2-A14V-01A	53 years, female, white, stage:iib, alive, 1042 days	77.0
TCGA-AO-A0JF-01A	68 years, female, white, stage:iia, alive, 1980 days	76.8
TCGA-A8-A07B-01A	69 years, female, stage:iia, alive, 1308 days	76.8
TCGA-A2-A0YC-01A	59 years, female, white, stage:iib, alive, 990 days	76.7
TCGA-BH-A42V-01A	41 years, female, black or african american, stage:ib, alive, 635 days	76.7
TCGA-AR-A24Z-01A	57 years, female, white, stage:iia, alive, 3001 days	76.7
TCGA-E2-A1LG-01A	50 years, female, black or african american, stage:iia, alive, 1523 days	76.6
TCGA-B6-A0WZ-01A	50 years, female, black or african american, stage:ii, alive, 6292 days	76.6
TCGA-A1-A0SI-01A	52 years, female, white, stage:iib, alive, 635 days	76.6
TCGA-A2-A259-01A	70 years, female, black or african american, stage:i, alive, 1596 days	76.6
TCGA-EW-A1P3-01A	48 years, female, white, stage:iia, alive, 1611 days	76.5
TCGA-BH-A0DP-01A	60 years, female, white, stage:iib, alive, 476 days	76.5
TCGA-E2-A9RU-01A	90 years, female, black or african american, stage:iiic, alive, 538 days	76.5
TCGA-A7-A425-01A	70 years, female, white, stage:iiic, alive, 447 days	76.5
TCGA-A8-A07W-01A	76 years, female, stage:iv, alive, 304 days	76.4
TCGA-AR-A0TU-01A	35 years, female, stage:iia, alive, 709 days	76.4
TCGA-AN-A0XP-01A	69 years, female, white, stage:iiia, alive, 9 days	76.4
TCGA-A2-A25D-01A	90 years, female, white, stage:iiic, alive, 552 days	76.3
TCGA-A7-A5ZV-01A	62 years, female, black or african american, stage:iia, alive, 368 days	76.2
TCGA-A2-A0CO-01A	86 years, female, white, stage:iib, dead, 3492 days	76.1
TCGA-AR-A0U3-01A	59 years, female, white, stage:iib, alive, 4080 days	76.1
TCGA-C8-A135-01A	64 years, female, asian, stage:iib, alive, 393 days	76.1
TCGA-BH-A0BV-01A	78 years, female, white, stage:iib, alive, 1519 days	76.0
TCGA-B6-A0RN-01A	60 years, female, white, stage:ia, alive, 8008 days	76.0
TCGA-AO-A12G-01A	75 years, female, white, stage:iia, alive, 1639 days	75.9
TCGA-A8-A099-01A	76 years, female, stage:x, alive, 304 days	75.8
TCGA-AN-A0FF-01A	32 years, female, white, stage:ia, alive, 172 days	75.8
TCGA-UU-A93S-01A	63 years, female, black or african american, stage:iv, dead, 116 days	75.6
TCGA-BH-A18S-01A	79 years, female, white, stage:i, dead, 2009 days	75.5
TCGA-BH-A1EY-01A	79 years, female, white, stage:iia, dead, 538 days	75.5
TCGA-E9-A1R2-01A	51 years, female, white, stage:iiic, alive, 1063 days	75.5
TCGA-E2-A1B4-01A	74 years, female, white, stage:iiia, dead, 1004 days	75.4
TCGA-A1-A0SH-01A	39 years, female, white, stage:iia, alive, 1437 days	75.3
TCGA-BH-A0BA-01A	51 years, female, white, stage:iiic, alive, 1132 days	75.2
TCGA-BH-A18P-01A	60 years, female, white, stage:i, dead, 921 days	75.1
TCGA-AO-A03R-01A	57 years, female, white, stage:iib, alive, 2091 days	75.1
TCGA-EW-A1IX-01A	48 years, female, asian, stage:iia, alive, 1208 days	75.1
TCGA-AR-A2LM-01A	49 years, female, white, stage:ii, alive, 1935 days	74.8
TCGA-LL-A6FQ-01A	77 years, female, black or african american, stage:iiia, alive, 80 days	74.7
TCGA-A1-A0SM-01A	77 years, male, white, stage:iia, alive, 242 days	74.7
TCGA-AN-A0FZ-01A	45 years, female, white, stage:iiia, alive, 10 days	74.6
TCGA-E9-A1RG-01A	62 years, female, white, stage:iiia, alive, 647 days	74.6
TCGA-AR-A1AX-01A	64 years, female, white, stage:i, alive, 2629 days	74.5
TCGA-AR-A0TQ-01A	27 years, female, white, stage:iiia, alive, 2991 days	74.5
TCGA-E2-A14W-01A	78 years, male, white, stage:iia, alive, 974 days	74.4
TCGA-E2-A14U-01A	75 years, female, white, stage:i, alive, 1318 days	74.4
TCGA-D8-A27R-01A	41 years, female, white, stage:iiic, alive, 307 days	74.3
TCGA-A2-A0SX-01A	48 years, female, white, stage:ia, alive, 1534 days	74.2
TCGA-D8-A27V-01A	62 years, female, white, stage:iia, alive, 381 days	74.1
TCGA-A8-A085-01A	44 years, male, stage:iib, alive, 1124 days	73.8
TCGA-AO-A03T-01A	42 years, female, white, stage:iib, alive, 2124 days	73.8
TCGA-D8-A1JG-01B	62 years, female, white, stage:iia, alive, 1612 days	73.8
TCGA-D8-A73U-01A	88 years, female, white, stage:iia, alive, 492 days	73.7
TCGA-AN-A0AK-01A	76 years, female, white, stage:iia, alive, 224 days	73.7
TCGA-A2-A0SY-01A	62 years, female, white, stage:iiia, alive, 1347 days	73.6
TCGA-AR-A1AU-01A	39 years, female, white, stage:iiia, alive, 2868 days	73.6
TCGA-AC-A6NO-01A	43 years, female, black or african american, stage:iib, alive, 51 days	73.6
TCGA-BH-A0E9-01B	53 years, female, white, stage:iib, alive, 2489 days	73.4
TCGA-BH-A0BP-01A	76 years, female, white, stage:i, dead, 2296 days	73.4
TCGA-BH-A0AW-01A	56 years, female, white, stage:iia, alive, 622 days	73.3
TCGA-AR-A2LN-01A	65 years, female, white, stage:iia, alive, 1161 days	73.2
TCGA-AC-A3W6-01A	90 years, female, white, stage:iiia, alive, 602 days	73.2
TCGA-E2-A1IK-01A	71 years, female, white, stage:iia, alive, 1800 days	73.2
TCGA-A2-A0YH-01A	53 years, female, white, stage:iiia, alive, 659 days	73.2
TCGA-E9-A1RH-01A	63 years, female, white, stage:iia, alive, 1417 days	73.2
TCGA-D8-A146-01A	57 years, female, white, stage:iia, alive, 643 days	73.1
TCGA-AR-A1AT-01A	62 years, female, white, stage:iia, dead, 1272 days	73.1
TCGA-AN-A0G0-01A	56 years, female, white, stage:iia, alive, 16 days	73.1
TCGA-A2-A0D3-01A	42 years, female, white, stage:ia, alive, 1873 days	73.1
TCGA-BH-A18M-01A	39 years, female, white, stage:iiia, dead, 2207 days	73.0
TCGA-A7-A26G-01A	50 years, female, black or african american, stage:iia, alive, 722 days	73.0
TCGA-C8-A132-01A	56 years, female, asian, stage:iib, alive, 383 days	73.0
TCGA-E2-A14Z-01A	64 years, female, white, stage:i, dead, 563 days	73.0
TCGA-E9-A3HO-01A	49 years, female, white, stage:iia, alive, 1158 days	72.9
TCGA-A2-A1G4-01A	71 years, female, white, stage:iiia, alive, 595 days	72.9
TCGA-A2-A0EN-01A	70 years, female, white, stage:iia, alive, 2718 days	72.8
TCGA-BH-A28O-01A	50 years, female, white, stage:iiic, alive, 1120 days	72.8
TCGA-LD-A7W6-01A	55 years, female, white, stage:iib, alive, 404 days	72.8
TCGA-E9-A248-01A	51 years, female, white, stage:iia, alive, 59 days	72.8
TCGA-B6-A0IN-01A	45 years, female, white, stage:x, dead, 2573 days	72.7
TCGA-E2-A2P6-01A	77 years, female, stage:iib, alive, 1051 days	72.6
TCGA-LL-A7SZ-01A	49 years, female, black or african american, stage:iib, alive, 594 days	72.6
TCGA-BH-A1EV-01A	45 years, female, white, stage:iiia, dead, 365 days	72.5
TCGA-AO-A0J8-01A	61 years, female, white, stage:iia, alive, 680 days	72.5
TCGA-A2-A04P-01A	36 years, female, black or african american, stage:iiic, dead, 548 days	72.4
TCGA-BH-A0HX-01A	54 years, female, white, stage:iib, alive, 829 days	72.4
TCGA-AN-A0XL-01A	61 years, female, white, stage:iia, alive, 163 days	72.3
TCGA-D8-A1XB-01A	62 years, female, white, stage:iib, alive, 552 days	72.2
TCGA-E2-A3DX-01A	43 years, female, white, stage:iiic, alive, 1325 days	72.2
TCGA-OL-A6VQ-01A	49 years, female, white, stage:iia, alive, 600 days	72.2
TCGA-A7-A0CH-01A	79 years, female, white, stage:iia, alive, 1079 days	72.2
TCGA-EW-A2FW-01A	52 years, female, white, stage:iia, alive, 672 days	72.0
TCGA-A2-A4RY-01A	47 years, female, white, stage:iiic, alive, 648 days	72.0
TCGA-OL-A97C-01A	67 years, female, black or african american, stage:iib, alive, 271 days	71.9
TCGA-E2-A15P-01A	61 years, female, white, stage:ia, alive, 595 days	71.9
TCGA-D8-A1XJ-01A	76 years, female, white, stage:iiia, alive, 663 days	71.8
TCGA-AN-A046-01A	68 years, female, white, stage:iia, alive, 10 days	71.8
TCGA-C8-A1HN-01A	56 years, female, asian, stage:iia, alive, 394 days	71.7
TCGA-BH-A0EA-01A	72 years, female, white, stage:iia, dead, 991 days	71.7
TCGA-B6-A0I8-01A	46 years, female, white, stage:x, dead, 749 days	71.6
TCGA-A8-A07S-01A	73 years, female, stage:iia, alive, 243 days	71.5
TCGA-S3-AA15-01A	51 years, female, black or african american, stage:iib, alive, 525 days	71.4
TCGA-BH-A0HP-01A	65 years, female, white, stage:iiia, alive, 414 days	71.3
TCGA-C8-A12M-01A	70 years, female, asian, stage:iia, alive, 358 days	71.2
TCGA-BH-A0B9-01A	44 years, female, white, stage:ia, alive, 1572 days	71.0
TCGA-A7-A13H-01A	62 years, female, white, stage:iib, alive, 899 days	71.0
TCGA-AR-A24P-01A	47 years, female, white, stage:i, alive, 84 days	71.0
TCGA-A2-A0YK-01A	61 years, female, white, stage:iia, alive, 588 days	70.9
TCGA-BH-A1EN-01A	78 years, female, white, stage:iia, dead, 2127 days	70.8
TCGA-BH-A1ET-01A	55 years, female, white, stage:i, dead, 2520 days	70.7
TCGA-AC-A3HN-01A	87 years, female, white, stage:iib, alive, 496 days	70.7
TCGA-E2-A1BD-01A	53 years, female, white, stage:iia, alive, 1133 days	70.7
TCGA-OL-A5D6-01A	71 years, female, black or african american, stage:iia, dead, 1104 days	70.6
TCGA-E2-A15J-01A	51 years, female, white, stage:i, alive, 1640 days	70.4
TCGA-AN-A03X-01A	74 years, female, white, stage:iia, alive, 10 days	70.4
TCGA-A8-A07P-01A	68 years, female, stage:iib, alive, 334 days	70.4
TCGA-C8-A134-01A	52 years, female, asian, stage:iia, alive, 383 days	70.4
TCGA-A8-A095-01A	45 years, female, stage:i, alive, 1277 days	70.3
TCGA-LL-A440-01A	61 years, female, white, stage:ia, alive, 759 days	70.3
TCGA-A2-A0EW-01A	53 years, female, white, stage:iiic, dead, 1884 days	70.2
TCGA-BH-A1F8-01A	90 years, female, white, stage:iiib, dead, 763 days	70.2
TCGA-OL-A6VR-01A	48 years, female, black or african american, stage:ia, alive, 1220 days	70.0
TCGA-S3-AA11-01A	67 years, female, black or african american, stage:iia, alive, 421 days	70.0
TCGA-D8-A1XF-01A	45 years, female, white, stage:iia, alive, 463 days	69.9
TCGA-D8-A145-01A	80 years, female, white, stage:iia, alive, 410 days	69.8
TCGA-E2-A15T-01A	65 years, female, white, stage:iia, alive, 1563 days	69.7
TCGA-E9-A1N4-01A	41 years, female, white, stage:iiia, alive, 1000 days	69.7
TCGA-A8-A09K-01A	68 years, female, stage:iia, alive, 912 days	69.7
TCGA-B6-A0RO-01A	71 years, female, white, stage:iiib, alive, 4929 days	69.6
TCGA-A1-A0SB-01A	70 years, female, white, stage:i, alive, 259 days	69.6
TCGA-BH-A1EW-01A	38 years, female, white, stage:iia, dead, 1694 days	69.5
TCGA-EW-A1P8-01A	58 years, female, white, stage:iiic, dead, 239 days	69.5
TCGA-AQ-A1H3-01A	49 years, female, white, stage:iiic, alive, 989 days	69.5
TCGA-E2-A15E-01A	40 years, female, white, stage:iia, alive, 630 days	69.5
TCGA-AR-A1AI-01A	47 years, female, white, stage:iia, alive, 3296 days	69.4
TCGA-A2-A0YL-01A	48 years, female, white, stage:iiia, alive, 1474 days	69.3
TCGA-AC-A7VC-01A	56 years, female, white, stage:iib, alive, 1 days	69.2
TCGA-A8-A09M-01A	75 years, female, stage:iiic, alive, 1006 days	69.2
TCGA-D8-A4Z1-01A	68 years, female, white, stage:ia, alive, 659 days	69.2
TCGA-BH-A0HO-01A	48 years, female, white, stage:iia, alive, 76 days	69.1
TCGA-D8-A27P-01A	64 years, female, white, stage:ia, alive, 49 days	69.1
TCGA-LD-A74U-01A	79 years, female, white, stage:iiic, alive, 402 days	69.1
TCGA-EW-A1P6-01A	64 years, female, white, stage:iib, alive, 562 days	69.0
TCGA-BH-A28Q-01A	46 years, female, white, stage:iib, alive, 1119 days	68.8
TCGA-BH-A0HI-01A	78 years, female, white, stage:ia, alive, 620 days	68.8
TCGA-S3-AA0Z-01A	63 years, female, black or african american, stage:iib, alive, 629 days	68.7
TCGA-C8-A273-01A	female, asian, stage:iib, alive, 513 days	68.7
TCGA-BH-A0W4-01A	46 years, female, white, stage:iia, alive, 759 days	68.7
TCGA-E9-A54X-01A	85 years, female, white, stage:ia, alive, 727 days	68.6
TCGA-AQ-A54N-01A	51 years, female, black or african american, stage:iia, alive, 78 days	68.6
TCGA-V7-A7HQ-01A	75 years, female, black or african american, stage:iiia, alive, 2033 days	68.6
TCGA-AC-A3YJ-01A	66 years, female, white, stage:iia, alive, 754 days	68.6
TCGA-B6-A0WV-01A	67 years, female, white, stage:iib, dead, 2417 days	68.5
TCGA-B6-A0RP-01A	73 years, female, white, dead, 3126 days	68.5
TCGA-A2-A3KC-01A	55 years, female, black or african american, stage:iib, alive, 1102 days	68.4
TCGA-AR-A252-01A	50 years, female, white, stage:i, alive, 2838 days	68.4
TCGA-AN-A0XU-01A	54 years, female, white, stage:iia, alive, 10 days	68.2
TCGA-B6-A0RL-01A	60 years, female, black or african american, stage:iia, dead, 2469 days	68.2
TCGA-A2-A0EX-01A	46 years, female, white, stage:iib, alive, 752 days	68.1
TCGA-B6-A0IB-01A	64 years, female, white, stage:iv, dead, 3941 days	68.1
TCGA-AN-A04A-01A	36 years, female, white, stage:iiia, alive, 90 days	68.1
TCGA-AC-A2QJ-01A	48 years, female, white, stage:iiib, dead, 446 days	68.0
TCGA-D8-A143-01A	52 years, female, white, stage:iia, alive, 431 days	67.8
TCGA-AR-A2LE-01A	69 years, female, white, stage:i, alive, 5062 days	67.7
TCGA-LL-A73Y-01A	67 years, female, black or african american, stage:ia, alive, 477 days	67.7
TCGA-AR-A24K-01A	46 years, female, white, stage:iia, alive, 1548 days	67.6
TCGA-C8-A26Z-01A	female, asian, stage:iia, alive, 470 days	67.6
TCGA-A8-A07F-01A	65 years, female, stage:iib, alive, 577 days	67.4
TCGA-AN-A0FS-01A	55 years, female, white, stage:ia, alive, 210 days	67.4
TCGA-AO-A0J6-01A	61 years, female, white, stage:iia, alive, 1140 days	67.4
TCGA-A1-A0SJ-01A	39 years, female, black or african american, stage:iiia, alive, 416 days	67.2
TCGA-D8-A73X-01A	53 years, female, white, stage:iia, alive, 767 days	67.1
TCGA-E2-A1II-01A	51 years, female, white, stage:i, alive, 1025 days	67.0
TCGA-E9-A1ND-01A	75 years, female, white, stage:iib, alive, 1266 days	67.0
TCGA-B6-A0X7-01A	62 years, female, white, stage:x, dead, 1781 days	66.9
TCGA-MS-A51U-01A	44 years, female, white, stage:iib, alive, 681 days	66.9
TCGA-BH-A0B6-01A	47 years, female, white, stage:i, alive, 2483 days	66.9
TCGA-BH-A0GY-01A	67 years, female, white, stage:iia, alive, 923 days	66.9
TCGA-D8-A1JH-01A	56 years, female, white, stage:ia, alive, 426 days	66.9
TCGA-OL-A5DA-01A	61 years, female, white, stage:iia, alive, 1783 days	66.9
TCGA-S3-AA10-01A	65 years, female, black or african american, stage:iia, alive, 586 days	66.8
TCGA-B6-A2IU-01A	62 years, female, white, stage:iia, alive, 5176 days	66.8
TCGA-OL-A5D8-01A	40 years, female, black or african american, stage:iib, alive, 973 days	66.8
TCGA-A7-A0D9-01A	37 years, female, white, stage:iia, alive, 1139 days	66.6
TCGA-AO-A125-01A	72 years, female, black or african american, stage:iia, alive, 3456 days	66.5
TCGA-XX-A89A-01A	68 years, female, white, stage:iib, alive, 488 days	66.5
TCGA-B6-A0I9-01A	62 years, female, white, stage:iv, dead, 362 days	66.5
TCGA-BH-A1EU-01A	83 years, female, white, stage:i, dead, 1286 days	66.4
TCGA-S3-A6ZG-01A	71 years, female, black or african american, stage:iib, alive, 562 days	66.3
TCGA-AN-A0XT-01A	54 years, female, white, stage:iiia, alive, 10 days	66.3
TCGA-D8-A27K-01A	47 years, female, white, stage:iib, alive, 1461 days	66.1
TCGA-AN-A0FL-01A	62 years, female, white, stage:iia, alive, 231 days	66.0
TCGA-AQ-A54O-01A	51 years, male, black or african american, stage:iia, alive, 1001 days	66.0
TCGA-D8-A1Y0-01A	65 years, female, white, stage:iiia, alive, 472 days	65.8
TCGA-A2-A04X-01A	34 years, female, white, stage:iia, alive, 1686 days	65.7
TCGA-A2-A25C-01A	50 years, female, white, stage:iib, alive, 523 days	65.7
TCGA-A2-A0EV-01A	80 years, female, white, stage:ia, alive, 968 days	65.3
TCGA-S3-A6ZF-01A	64 years, female, black or african american, stage:iia, alive, 572 days	65.2
TCGA-E9-A1R5-01A	63 years, female, white, stage:ia, alive, 92 days	65.2
TCGA-LL-A442-01A	56 years, female, black or african american, stage:iia, alive, 889 days	65.1
TCGA-EW-A1PA-01A	59 years, female, white, stage:iib, alive, 575 days	65.1
TCGA-AN-A0AJ-01A	79 years, female, white, stage:iib, alive, 303 days	65.0
TCGA-C8-A12W-01A	49 years, female, asian, stage:iiib, alive, 385 days	65.0
TCGA-AC-A7VB-01A	51 years, female, black or african american, stage:iia, alive, 250 days	64.9
TCGA-D8-A3Z6-01A	56 years, female, white, stage:iiic, alive, 563 days	64.8
TCGA-AC-A23H-01A	90 years, female, white, stage:iia, dead, 174 days	64.6
TCGA-A2-A0CY-01A	63 years, female, white, stage:iib, alive, 1673 days	64.6
TCGA-A8-A076-01A	66 years, female, stage:iia, alive, 1642 days	64.5
TCGA-BH-A0DD-01A	58 years, male, white, stage:iib, alive, 2486 days	64.4
TCGA-AR-A0TV-01A	66 years, female, stage:iia, alive, 2288 days	64.4
TCGA-A7-A13F-01A	44 years, female, white, stage:iiia, alive, 765 days	64.4
TCGA-AC-A2FF-01A	female, asian, stage:iib, alive, 2759 days	64.3
TCGA-A2-A0CQ-01A	62 years, female, black or african american, stage:ia, alive, 2695 days	64.2
TCGA-BH-A0C0-01A	63 years, female, white, stage:iia, alive, 1270 days	64.2
TCGA-A8-A07G-01A	65 years, female, stage:iia, alive, 577 days	64.1
TCGA-A8-A0A1-01A	84 years, female, stage:iia, alive, 365 days	64.1
TCGA-BH-A0BD-01A	47 years, female, white, stage:iia, alive, 554 days	64.1
TCGA-AC-A2FO-01A	65 years, female, white, stage:iib, alive, 2255 days	64.1
TCGA-D8-A1JA-01A	60 years, female, white, alive, 502 days	63.9
TCGA-GI-A2C8-01A	63 years, female, white, stage:iiib, alive, 225 days	63.8
TCGA-D8-A1XU-01A	56 years, female, white, stage:ia, alive, 395 days	63.7
TCGA-A2-A0CT-01A	71 years, female, white, stage:iia, alive, 2289 days	63.7
TCGA-A8-A08I-01A	53 years, female, stage:iia, alive, 365 days	63.4
TCGA-AN-A0AM-01A	56 years, female, white, stage:iia, alive, 5 days	63.3
TCGA-B6-A0IP-01A	74 years, female, white, stage:ia, dead, 3926 days	63.3
TCGA-3C-AAAU-01A	55 years, female, white, stage:x, alive, 4047 days	63.2
TCGA-BH-A0E7-01A	79 years, female, white, stage:iib, alive, 1363 days	63.1
TCGA-E2-A10B-01A	67 years, female, white, stage:iib, alive, 1141 days	63.0
TCGA-EW-A6SD-01A	32 years, female, black or african american, stage:iib, alive, 1010 days	63.0
TCGA-E2-A15F-01A	64 years, female, white, stage:i, alive, 658 days	62.9
TCGA-BH-A18N-01A	88 years, female, white, stage:iia, dead, 1148 days	62.7
TCGA-B6-A0WW-01A	58 years, female, black or african american, stage:x, dead, 558 days	62.6
TCGA-EW-A1OV-01A	56 years, female, white, stage:iib, alive, 789 days	62.5
TCGA-BH-A0C3-01A	47 years, female, white, stage:i, alive, 2709 days	62.4
TCGA-C8-A1HK-01A	female, asian, stage:iib, alive, 366 days	62.3
TCGA-B6-A3ZX-01A	50 years, female, black or african american, stage:iv, dead, 1152 days	62.1
TCGA-A2-A4S2-01A	62 years, female, white, stage:iiia, alive, 643 days	62.1
TCGA-AN-A041-01A	29 years, female, white, stage:iib, alive, 7 days	62.0
TCGA-A7-A26I-01B	65 years, female, white, stage:iia, alive, 661 days	62.0
TCGA-BH-A202-01A	60 years, female, white, stage:ii, alive, 795 days	62.0
TCGA-A8-A06U-01A	80 years, female, stage:iib, dead, 883 days	61.8
TCGA-AO-A1KR-01A	51 years, female, white, stage:iia, alive, 2513 days	61.7
TCGA-BH-A8FY-01A	87 years, female, white, stage:ia, dead, 295 days	61.7
TCGA-PE-A5DD-01A	64 years, female, asian, stage:iia, alive, 1953 days	61.6
TCGA-BH-A1EO-01A	68 years, female, white, stage:iia, dead, 2798 days	61.6
TCGA-A2-A1G0-01A	49 years, female, white, stage:iib, alive, 616 days	61.4
TCGA-A7-A0CG-01A	78 years, female, white, stage:iia, alive, 1043 days	61.3
TCGA-BH-A0H6-01A	82 years, female, white, stage:i, alive, 747 days	61.2
TCGA-AR-A24R-01A	45 years, female, white, stage:iiia, alive, 3430 days	61.1
TCGA-D8-A140-01A	62 years, female, white, stage:iib, alive, 403 days	61.1
TCGA-C8-A1HM-01A	74 years, female, asian, stage:iia, alive, 375 days	61.0
TCGA-A7-A3J1-01A	63 years, female, white, stage:ia, alive, 343 days	61.0
TCGA-E2-A15G-01A	76 years, female, white, stage:iia, alive, 554 days	61.0
TCGA-HN-A2OB-01A	45 years, female, stage:iib, dead, 1900 days	61.0
TCGA-A7-A26H-01A	72 years, female, white, stage:iia, alive, 724 days	60.9
TCGA-E2-A14R-01A	62 years, female, white, stage:iia, alive, 1174 days	60.9
TCGA-AO-A12E-01A	51 years, female, white, stage:iib, alive, 2142 days	60.7
TCGA-E2-A1IO-01A	37 years, female, white, stage:i, alive, 1855 days	60.4
TCGA-AN-A03Y-01A	66 years, female, white, stage:iia, alive, 10 days	60.3
TCGA-A8-A09A-01A	40 years, female, stage:x, alive, 304 days	60.3
TCGA-BH-A18R-01A	50 years, female, white, stage:iia, dead, 1142 days	60.2
TCGA-BH-AB28-01A	53 years, female, white, stage:iiia, alive, 287 days	60.2
TCGA-EW-A1PF-01A	50 years, female, white, stage:ia, alive, 439 days	60.2
TCGA-EW-A1J1-01A	38 years, female, white, stage:iib, alive, 575 days	60.1
TCGA-A2-A4S1-01A	66 years, female, white, stage:iia, alive, 820 days	60.1
TCGA-A2-A1FV-01A	74 years, female, white, stage:iib, alive, 714 days	60.0
TCGA-A8-A07O-01A	51 years, female, stage:iia, alive, 304 days	59.9
TCGA-D8-A27H-01A	72 years, female, white, stage:iia, alive, 397 days	59.8
TCGA-A7-A0DB-01A	56 years, female, white, stage:iia, alive, 1007 days	59.7
TCGA-AC-A62V-01A	58 years, male, black or african american, stage:iv, dead, 348 days	59.7
TCGA-3C-AALI-01A	50 years, female, black or african american, stage:iib, alive, 4005 days	59.7
TCGA-D8-A3Z5-01A	54 years, female, white, stage:iiic, alive, 1015 days	59.6
TCGA-E2-A576-01A	69 years, female, black or african american, stage:ia, alive, 1043 days	59.4
TCGA-AR-A24H-01A	65 years, female, white, stage:iia, alive, 4894 days	59.3
TCGA-BH-A0DO-01B	78 years, female, white, stage:i, alive, 1644 days	59.3
TCGA-E9-A1N8-01A	48 years, female, white, stage:iia, alive, 1039 days	59.2
TCGA-AO-A1KS-01A	69 years, female, white, stage:iia, alive, 350 days	59.2
TCGA-AN-A0FW-01A	67 years, female, white, stage:iiia, alive, 11 days	59.2
TCGA-A8-A079-01A	69 years, female, stage:iiib, alive, 274 days	59.2
TCGA-A2-A0YI-01A	62 years, female, white, stage:i, alive, 1505 days	59.1
TCGA-AO-A03M-01B	29 years, female, white, stage:i, alive, 1866 days	59.0
TCGA-A8-A0A2-01A	66 years, female, stage:iia, alive, 579 days	58.9
TCGA-A8-A09V-01A	51 years, female, stage:iia, alive, 457 days	58.9
TCGA-AR-A5QM-01A	62 years, female, white, stage:iia, alive, 2231 days	58.7
TCGA-BH-A0B1-01A	66 years, female, white, stage:iib, alive, 1148 days	58.5
TCGA-AR-A256-01A	45 years, female, white, stage:iia, dead, 2854 days	58.1
TCGA-A2-A3KD-01A	47 years, female, white, stage:iiia, alive, 1206 days	58.1
TCGA-B6-A0X5-01A	61 years, female, black or african american, stage:iib, dead, 2097 days	58.0
TCGA-B6-A0I2-01A	45 years, female, white, stage:ia, alive, 4361 days	58.0
TCGA-C8-A1HJ-01A	53 years, female, asian, stage:iia, alive, 5 days	57.9
TCGA-A8-A08A-01A	89 years, female, stage:i, alive, 30 days	57.9
TCGA-A8-A08S-01A	71 years, female, stage:iia, alive, 1004 days	57.9
TCGA-BH-A0HK-01A	81 years, female, white, stage:iib, alive, 178 days	57.8
TCGA-AR-A1AV-01A	68 years, male, white, stage:iib, alive, 1864 days	57.8
TCGA-GM-A2DH-01A	58 years, female, white, stage:i, alive, 2193 days	57.7
TCGA-E2-A572-01A	72 years, female, black or african american, stage:iiia, alive, 1208 days	57.6
TCGA-AO-A0J5-01A	48 years, female, white, stage:iv, dead, 792 days	57.4
TCGA-AR-A0U4-01A	54 years, female, white, stage:iia, alive, 3261 days	57.3
TCGA-E2-A10E-01A	64 years, female, white, stage:iia, alive, 865 days	57.2
TCGA-GM-A2DM-01A	57 years, female, white, stage:iia, alive, 3226 days	57.2
TCGA-AO-A12C-01A	42 years, female, white, stage:iib, alive, 2372 days	57.1
TCGA-A8-A07L-01A	58 years, female, stage:iiia, alive, 975 days	57.1
TCGA-E9-A228-01A	58 years, female, white, stage:iib, alive, 1285 days	57.1
TCGA-BH-A0B8-01A	64 years, female, white, stage:i, alive, 1569 days	57.0
TCGA-C8-A274-01A	63 years, female, asian, stage:iia, alive, 508 days	56.9
TCGA-B6-A1KI-01A	63 years, female, white, stage:i, alive, 2236 days	56.9
TCGA-E2-A107-01A	54 years, female, white, stage:iiia, alive, 1047 days	56.9
TCGA-AR-A0TZ-01A	43 years, female, white, dead, 3262 days	56.8
TCGA-AO-A1KO-01A	46 years, female, white, stage:iib, alive, 622 days	56.8
TCGA-EW-A1P0-01A	55 years, female, white, stage:iib, alive, 1251 days	56.7
TCGA-AR-A2LL-01A	70 years, female, white, stage:iib, alive, 2012 days	56.6
TCGA-A1-A0SQ-01A	45 years, female, white, stage:iib, alive, 554 days	56.6
TCGA-EW-A1PC-01B	66 years, female, black or african american, stage:iib, alive, 187 days	56.6
TCGA-AO-A0J7-01A	72 years, female, white, stage:iib, alive, 618 days	56.6
TCGA-E2-A15I-01A	44 years, female, white, stage:iia, alive, 1692 days	56.5
TCGA-E9-A1RE-01A	75 years, female, white, stage:iiia, alive, 1419 days	56.4
TCGA-AR-A2LR-01A	49 years, female, white, stage:i, alive, 1742 days	56.3
TCGA-D8-A147-01A	45 years, female, white, alive, 584 days	56.1
TCGA-B6-A0X1-01A	48 years, female, white, dead, 7455 days	56.0
TCGA-AO-A03V-01A	41 years, female, white, stage:i, alive, 1351 days	56.0
TCGA-E9-A1N9-01A	58 years, female, white, stage:iia, alive, 1101 days	55.9
TCGA-AC-A4ZE-01A	63 years, female, white, stage:iib, alive, 890 days	55.8
TCGA-A2-A4RW-01A	49 years, female, white, stage:iiic, alive, 222 days	55.7
TCGA-E2-A105-01A	79 years, female, white, stage:iia, alive, 1308 days	55.6
TCGA-AO-A12H-01A	69 years, female, black or african american, stage:iia, alive, 1234 days	55.6
TCGA-OL-A5RZ-01A	57 years, female, black or african american, stage:ia, alive, 679 days	55.6
TCGA-AR-A1AP-01A	80 years, female, white, stage:i, alive, 2856 days	55.0
TCGA-A2-A04W-01A	50 years, female, white, stage:iib, alive, 3102 days	55.0
TCGA-A8-A09N-01A	57 years, female, stage:iiic, alive, 31 days	55.0
TCGA-E9-A3Q9-01A	78 years, female, white, stage:iiic, alive, 1001 days	54.9
TCGA-A8-A0AB-01A	54 years, female, stage:iia, alive, 518 days	54.7
TCGA-D8-A27W-01A	55 years, female, white, stage:iiib, alive, 373 days	54.6
TCGA-BH-A0HQ-01A	56 years, female, white, stage:iia, alive, 1121 days	54.4
TCGA-A8-A06X-01A	77 years, female, stage:iib, dead, 943 days	54.4
TCGA-BH-A0AU-01A	45 years, female, white, stage:iia, alive, 1914 days	54.3
TCGA-A8-A08F-01A	59 years, female, stage:iiic, alive, 1004 days	54.3
TCGA-BH-A1FL-01A	70 years, female, white, stage:iib, dead, 1673 days	54.3
TCGA-AC-A8OQ-01A	72 years, female, black or african american, stage:iib, alive, 34 days	54.2
TCGA-D8-A1XD-01A	37 years, female, white, stage:iiia, alive, 522 days	54.1
TCGA-BH-A0HN-01A	67 years, female, white, stage:ia, alive, 516 days	54.1
TCGA-BH-A1FR-01A	73 years, female, white, stage:iiib, dead, 1642 days	53.9
TCGA-AC-A8OP-01A	72 years, female, black or african american, stage:ia, alive, 614 days	53.9
TCGA-BH-A0EI-01A	51 years, female, white, stage:iia, alive, 1926 days	53.8
TCGA-BH-A1FD-01A	68 years, female, white, stage:i, dead, 1009 days	53.7
TCGA-E9-A1R7-01A	64 years, female, white, stage:iia, alive, 1467 days	53.4
TCGA-BH-A18T-01A	70 years, female, white, stage:iia, dead, 224 days	53.4
TCGA-E2-A1L7-01A	40 years, female, white, stage:iiia, alive, 1836 days	53.3
TCGA-AO-A03O-01A	69 years, female, black or african american, stage:iia, dead, 2483 days	53.1
TCGA-A2-A0EY-01A	62 years, female, white, stage:iib, alive, 1925 days	53.0
TCGA-A8-A06O-01A	60 years, female, stage:i, alive, 396 days	52.9
TCGA-A8-A09Q-01A	83 years, female, stage:iiib, alive, 761 days	52.9
TCGA-E2-A14O-01A	76 years, female, white, stage:iiia, alive, 1359 days	52.7
TCGA-E9-A5FL-01A	65 years, female, white, stage:iib, alive, 24 days	52.5
TCGA-E9-A295-01A	71 years, female, white, stage:iia, alive, 375 days	52.4
TCGA-D8-A1X5-01A	81 years, female, white, stage:iiic, alive, 565 days	52.3
TCGA-LL-A6FP-01A	90 years, female, white, stage:iia, alive, 677 days	52.2
TCGA-AQ-A0Y5-01A	70 years, female, white, stage:iiia, dead, 172 days	52.2
TCGA-AR-A0TX-01A	64 years, female, stage:iia, alive, 1972 days	52.2
TCGA-D8-A1XR-01A	56 years, female, white, stage:iib, alive, 482 days	51.7
TCGA-S3-AA17-01A	64 years, female, black or african american, stage:iib, alive, 424 days	51.6
TCGA-AO-A12B-01A	63 years, female, white, stage:iia, alive, 2989 days	51.6
TCGA-C8-A12Z-01A	45 years, female, asian, stage:iib, alive, 382 days	51.5
TCGA-A8-A0A4-01A	73 years, female, stage:iia, alive, 396 days	51.3
TCGA-A8-A09E-01A	73 years, female, stage:iiib, alive, 1492 days	51.3
TCGA-S3-AA14-01A	47 years, female, black or african american, stage:i, alive, 529 days	51.3
TCGA-E2-A154-01A	68 years, female, white, stage:i, alive, 591 days	51.2
TCGA-AC-A5XU-01A	74 years, female, black or african american, stage:iib, alive, 455 days	51.2
TCGA-BH-A0DH-01A	64 years, female, white, stage:iib, alive, 1156 days	51.2
TCGA-E2-A1IL-01A	78 years, female, white, stage:iia, alive, 118 days	51.2
TCGA-PL-A8LX-01A	35 years, female, black or african american, stage:iv, alive, 5 days	51.1
TCGA-EW-A423-01A	75 years, female, white, stage:iia, alive, 533 days	50.9
TCGA-C8-A1HO-01A	34 years, female, asian, stage:iiic, alive, 375 days	50.8
TCGA-E2-A574-01A	44 years, female, black or african american, stage:iia, alive, 1179 days	50.6
TCGA-C8-A1HE-01A	female, asian, stage:iia, alive, 375 days	50.1
TCGA-B6-A1KC-01B	67 years, female, white, stage:iib, alive, 1326 days	50.0
TCGA-BH-A0C7-01B	48 years, female, white, stage:iib, alive, 2767 days	50.0
TCGA-BH-A0HW-01A	62 years, female, asian, stage:ia, alive, 1561 days	49.7
TCGA-AR-A2LK-01A	62 years, female, white, stage:iii, dead, 1649 days	49.3
TCGA-A7-A4SA-01A	40 years, female, white, stage:iib, alive, 454 days	49.3
TCGA-A8-A09B-01A	58 years, female, stage:iiib, alive, 365 days	49.2
TCGA-D8-A27E-01A	66 years, female, white, stage:ia, alive, 530 days	49.1
TCGA-A2-A0D4-01A	37 years, female, black or african american, stage:iib, alive, 767 days	49.0
TCGA-D8-A1XA-01A	64 years, female, white, stage:ia, alive, 839 days	48.8
TCGA-D8-A1XC-01A	85 years, female, white, stage:iiib, dead, 377 days	48.6
TCGA-A8-A06Q-01A	63 years, female, stage:iiia, alive, 31 days	48.5
TCGA-EW-A1OY-01A	63 years, female, white, stage:iia, alive, 908 days	48.5
TCGA-LL-A7T0-01A	70 years, female, black or african american, stage:iib, alive, 376 days	48.5
TCGA-D8-A1XV-01A	84 years, female, white, stage:iia, alive, 461 days	48.4
TCGA-E2-A1AZ-01A	63 years, female, white, stage:iib, alive, 2329 days	48.4
TCGA-AQ-A1H2-01A	84 years, female, white, stage:iiia, alive, 475 days	48.4
TCGA-C8-A12O-01A	50 years, female, asian, stage:iia, alive, 385 days	48.1
TCGA-A2-A1FX-01A	61 years, female, white, stage:iiia, alive, 1847 days	47.8
TCGA-BH-A204-01A	80 years, female, white, stage:iib, dead, 2534 days	47.8
TCGA-E2-A158-01A	43 years, female, white, stage:iia, alive, 450 days	47.7
TCGA-A8-A08L-01A	89 years, female, stage:iiia, dead, 304 days	47.6
TCGA-E9-A1RC-01A	56 years, female, white, stage:iiic, alive, 1224 days	47.2
TCGA-A1-A0SO-01A	68 years, female, white, stage:iib, alive, 852 days	47.1
TCGA-AO-A0JG-01A	49 years, female, white, stage:iiia, alive, 798 days	46.9
TCGA-AC-A3W7-01A	66 years, female, white, stage:iib, alive, 471 days	46.7
TCGA-B6-A0X4-01A	62 years, female, white, stage:iib, dead, 860 days	46.7
TCGA-E9-A245-01A	47 years, female, white, stage:iib, dead, 26 days	46.6
TCGA-AN-A04D-01A	58 years, female, white, stage:iib, alive, 52 days	46.6
TCGA-A2-A1FW-01A	62 years, female, white, stage:iiia, alive, 528 days	46.1
TCGA-AO-A0JI-01A	56 years, female, white, stage:iia, alive, 1528 days	45.9
TCGA-A2-A4S3-01A	59 years, female, black or african american, stage:iib, alive, 666 days	45.6
TCGA-A2-A0ET-01A	58 years, female, white, stage:iiia, alive, 1066 days	45.4
TCGA-B6-A0IO-01A	66 years, female, white, stage:iia, alive, 5042 days	45.1
TCGA-AN-A0AR-01A	55 years, female, white, stage:iia, alive, 10 days	45.0
TCGA-A8-A093-01A	61 years, female, stage:iia, alive, 546 days	44.9
TCGA-A7-A4SB-01A	56 years, female, white, stage:iiia, alive, 418 days	44.5
TCGA-A2-A0YE-01A	48 years, female, white, stage:iib, alive, 554 days	44.4
TCGA-E2-A156-01A	61 years, female, white, stage:i, alive, 726 days	44.2
TCGA-A8-A06Z-01A	84 years, female, stage:iib, alive, 31 days	44.1
TCGA-AC-A3EH-01A	79 years, female, white, stage:iiic, dead, 197 days	44.0
TCGA-A2-A0CU-01A	73 years, female, white, stage:iia, dead, 158 days	43.7
TCGA-A7-A3IZ-01A	63 years, female, white, stage:iia, alive, 322 days	43.4
TCGA-A7-A3RF-01A	79 years, female, white, stage:iia, alive, 408 days	43.4
TCGA-A2-A0D1-01A	76 years, female, white, stage:iia, alive, 1051 days	43.4
TCGA-AN-A0FY-01A	55 years, female, white, stage:ia, alive, 10 days	43.4
TCGA-A2-A3XT-01A	45 years, female, black or african american, stage:iib, alive, 2770 days	43.0
TCGA-AO-A0J3-01A	67 years, female, white, stage:iib, alive, 651 days	42.8
TCGA-D8-A1JM-01A	59 years, female, white, stage:iib, alive, 590 days	42.8
TCGA-E9-A1N3-01A	70 years, female, white, stage:iiia, alive, 1059 days	42.7
TCGA-AC-A8OS-01A	71 years, female, white, stage:iia, alive, 70 days	42.4
TCGA-AR-A0U2-01A	47 years, female, white, stage:iiia, dead, 2551 days	42.2
TCGA-AR-A0TR-01A	69 years, female, white, stage:iib, dead, 160 days	42.1
TCGA-A7-A6VX-01A	68 years, female, black or african american, stage:iia, alive, 317 days	41.7
TCGA-E2-A109-01A	64 years, female, white, stage:iia, alive, 1417 days	41.6
TCGA-BH-A0W3-01A	58 years, female, white, stage:iia, alive, 728 days	41.5
TCGA-D8-A1JI-01A	54 years, female, white, stage:iia, alive, 577 days	41.2
TCGA-BH-A5IZ-01A	51 years, female, black or african american, stage:iib, alive, 567 days	41.1
TCGA-AO-A0JB-01A	50 years, female, white, stage:iiia, alive, 1542 days	41.0
TCGA-A8-A092-01A	48 years, female, stage:iiia, alive, 942 days	40.8
TCGA-A7-A0CJ-01A	57 years, female, white, stage:iia, alive, 931 days	40.6
TCGA-E9-A2JS-01A	72 years, female, white, stage:iib, dead, 904 days	40.4
TCGA-A7-A3J0-01A	62 years, female, white, stage:iia, alive, 313 days	40.4
TCGA-B6-A0IC-01A	90 years, female, white, stage:x, dead, 1542 days	40.3
TCGA-A7-A4SC-01A	63 years, female, white, stage:iib, alive, 446 days	39.6
TCGA-A8-A091-01A	61 years, female, stage:iia, alive, 1004 days	39.2
TCGA-A7-A26F-01B	55 years, female, white, stage:ia, alive, 738 days	38.0
TCGA-E2-A15R-01A	64 years, female, white, stage:iia, alive, 1732 days	37.7
TCGA-A7-A13G-01B	79 years, female, white, stage:iia, alive, 718 days	37.7
TCGA-A8-A06Y-01A	66 years, female, stage:iia, alive, 791 days	37.4
TCGA-AC-A3OD-01B	69 years, female, white, stage:iib, alive, 451 days	37.0
TCGA-A7-A26E-01B	71 years, female, white, stage:iiia, alive, 954 days	36.8
TCGA-E2-A15S-01A	34 years, female, white, stage:iib, alive, 428 days	36.6
TCGA-BH-A18L-01A	50 years, female, white, stage:iiia, dead, 811 days	36.3
TCGA-AC-A2FM-01A	87 years, female, white, stage:iib, dead, 792 days	35.9
TCGA-D8-A1JN-01A	80 years, female, white, stage:iiic, alive, 620 days	34.8
TCGA-A1-A0SK-01A	54 years, female, asian, stage:iia, dead, 967 days	32.6
TCGA-E9-A54Y-01A	63 years, female, white, stage:iiia, alive, 725 days	31.4
TCGA-A2-A4S0-01A	77 years, female, white, stage:iia, alive, 706 days	31.1
TCGA-E9-A1R6-01A	63 years, female, white, stage:iia, alive, 339 days	30.4
TCGA-A7-A4SF-01A	54 years, female, black or african american, stage:iia, alive, 545 days	29.5
TCGA-BH-A0HL-01A	56 years, female, white, stage:iib, alive, 72 days	28.8
TCGA-LQ-A4E4-01A	73 years, female, white, stage:iiia, alive, 849 days	28.5
TCGA-D8-A13Y-01A	52 years, female, white, stage:ia, alive, 1728 days	24.2
TCGA-AC-A3QQ-01B	54 years, female, white, stage:ia, alive, 734 days	23.7
TCGA-A7-A0DC-01B	63 years, female, white, stage:ia, alive, 906 days	18.4
TCGA-AC-A2QH-01B	58 years, female, white, stage:iib, alive, 1005 days	15.2
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BREAST CANCER - Protein expressionⁱ A mouse-over function shows sample information and annotation data. Click on an image to view it in a full screen mode. Samples can be filtered based on level of antibody staining by selecting one or several of the following categories: high, medium, low and not detected. The assay and annotation is described here. Note that samples used for immunohistochemistry by the Human Protein Atlas do not correspond to samples in the TCGA dataset.

Antibody stainingⁱ Antibody staining in the annotated cell types in the current human tissue is reported as not detected, low, medium, or high, based on conventional immunohistochemistry profiling in selected tissues. This score is based on the combination of the staining intensity and fraction of stained cells. Each image is clickable and will lead to virtual microscopy that enables deeper exploration of all samples and also displays staining intensity scores, fraction scores and subcellular localization as well as patient and tissue information for each sample.	Antibody HPA039262	Antibody HPA045244	Antibody HPA059197	Antibody CAB004503
Staining
High
Medium
Low
Not detected
Intensity
Strong
Moderate
Weak
Negative
Quantity
>75%
75%-25%
<25%
None
Location
Nuclear
Cytoplasmic/membranous
Cytoplasmic/membranous,nuclear
None
Click images for details