We use cookies to enhance the usability of our website. If you continue, we'll assume that you are happy to receive all cookies. More information. Don't show this again.
BREAST INVASIVE CARCINOMA (TCGA) - 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
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
TRBC1 is not prognostic in Breast Invasive Carcinoma (TCGA)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
21.7
Number of samples
1022
Samples
Sample
Description
TPM
TCGA-AO-A0JC-01A
0 years, female, white, stage:Stage IIA, alive, 1547 days
537.9
TCGA-E2-A1B6-01A
0 years, female, white, stage:Stage IIA, alive, 867 days
309.0
TCGA-B6-A0RT-01A
0 years, female, white, stage:Stage IIIA, alive, 2721 days
275.4
TCGA-GM-A2DO-01A
0 years, female, black or african american, stage:Stage I, alive, 2596 days
241.1
TCGA-A2-A0CR-01A
0 years, female, asian, stage:Stage IIB, alive, 3283 days
224.7
TCGA-E2-A1B5-01A
0 years, female, white, stage:Stage IIA, alive, 984 days
207.1
TCGA-LL-A5YN-01A
0 years, female, black or african american, stage:Stage IIA, alive, 447 days
184.2
TCGA-E2-A108-01A
0 years, female, white, stage:Stage IIIA, alive, 837 days
168.5
TCGA-E9-A5FK-01A
0 years, female, white, stage:Stage IIIC, alive, 812 days
168.0
TCGA-AO-A128-01A
0 years, female, white, stage:Stage IIA, alive, 3248 days
149.8
TCGA-BH-A0H5-01A
0 years, female, white, stage:Stage I, alive, 1620 days
143.6
TCGA-A2-A25F-01A
0 years, female, white, stage:Stage IIA, alive, 322 days
142.8
TCGA-BH-A0B6-01A
0 years, female, white, stage:Stage I, alive, 2483 days
139.5
TCGA-AR-A0TS-01A
0 years, female, white, stage:Stage IIB, alive, 2558 days
138.7
TCGA-PE-A5DE-01A
0 years, female, white, stage:Stage IIA, alive, 2645 days
136.0
TCGA-A2-A0ST-01A
0 years, female, white, stage:Stage IIA, alive, 3017 days
133.8
TCGA-EW-A1P7-01A
0 years, female, white, stage:Stage IIA, alive, 915 days
133.0
TCGA-GM-A2DI-01A
0 years, female, white, stage:Stage I, alive, 2590 days
132.0
TCGA-EW-A1OV-01A
0 years, female, white, stage:Stage IIB, alive, 789 days
123.0
TCGA-E9-A22D-01A
0 years, female, white, stage:Stage IIA, alive, 1248 days
116.5
TCGA-A2-A04Q-01A
0 years, female, white, stage:Stage IA, alive, 2385 days
116.3
TCGA-C8-A12V-01A
0 years, female, asian, stage:Stage IIA, alive, 385 days
114.3
TCGA-BH-A0W5-01A
0 years, female, white, stage:Stage IIA, alive, 1288 days
106.8
TCGA-BH-A2L8-01A
0 years, female, white, stage:Stage IIA, alive, 612 days
105.9
TCGA-AR-A2LH-01A
0 years, female, white, stage:Stage III, dead, 616 days
105.8
TCGA-AR-A1AX-01A
0 years, female, white, stage:Stage I, alive, 2629 days
103.6
TCGA-AC-A2FB-01A
0 years, female, white, stage:Stage IIA, alive, 1234 days
99.6
TCGA-A2-A0YK-01A
0 years, female, white, stage:Stage IIA, alive, 588 days
98.9
TCGA-B6-A3ZX-01A
0 years, female, black or african american, stage:Stage IV, dead, 1152 days
97.8
TCGA-AR-A252-01A
0 years, female, white, stage:Stage I, alive, 2838 days
97.3
TCGA-A8-A0A7-01A
0 years, female, stage:Stage IIB, alive, 30 days
96.1
TCGA-D8-A73U-01A
0 years, female, white, stage:Stage IIA, alive, 492 days
95.9
TCGA-E9-A1QZ-01A
0 years, female, white, stage:Stage IIA, alive, 755 days
92.6
TCGA-D8-A141-01A
0 years, female, white, stage:'--, alive, 626 days
92.1
TCGA-E9-A2JT-01A
0 years, female, white, stage:Stage IIA, alive, 288 days
90.7
TCGA-E9-A3QA-01A
0 years, female, white, stage:Stage IIA, alive, 918 days
90.5
TCGA-E9-A1NE-01A
0 years, female, white, stage:Stage IIB, alive, 1088 days
88.7
TCGA-AC-A2FE-01A
0 years, female, white, stage:Stage IIIC, dead, 2636 days
84.8
TCGA-AN-A0FN-01A
0 years, female, white, stage:Stage IA, alive, 218 days
84.3
TCGA-AQ-A7U7-01A
0 years, female, white, stage:Stage IIIA, dead, 584 days
83.5
TCGA-B6-A0I2-01A
0 years, female, white, stage:Stage IA, alive, 4361 days
81.9
TCGA-GM-A2DH-01A
0 years, female, white, stage:Stage I, alive, 2193 days
81.9
TCGA-EW-A3U0-01A
0 years, female, black or african american, stage:Stage IIIA, alive, 532 days
80.9
TCGA-OL-A5RU-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1219 days
80.8
TCGA-BH-A0BF-01A
0 years, female, white, stage:Stage IIB, dead, 1324 days
80.6
TCGA-A2-A0CO-01A
0 years, female, white, stage:Stage IIB, dead, 1468 days
79.8
TCGA-A2-A0EP-01A
0 years, female, white, stage:Stage I, alive, 3603 days
78.9
TCGA-A2-A0EN-01A
0 years, female, white, stage:Stage IIA, alive, 4088 days
78.6
TCGA-D8-A1JB-01A
0 years, female, white, stage:Stage IIB, alive, 1688 days
78.5
TCGA-E2-A15M-01A
0 years, female, white, stage:Stage IIA, dead, 336 days
78.1
TCGA-OL-A5D7-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1780 days
75.6
TCGA-BH-A1FB-01A
0 years, female, white, stage:Stage IIB, dead, 3669 days
75.4
TCGA-LL-A5YO-01A
0 years, female, black or african american, stage:Stage IA, alive, 440 days
74.8
TCGA-LD-A66U-01A
0 years, female, white, stage:Stage IIB, alive, 646 days
74.4
TCGA-A2-A0SX-01A
0 years, female, white, stage:Stage IA, alive, 1534 days
73.5
TCGA-BH-A0RX-01A
0 years, female, white, stage:Stage IIA, alive, 170 days
73.4
TCGA-E2-A3DX-01A
0 years, female, white, stage:Stage IIIC, alive, 1325 days
73.1
TCGA-BH-A0C0-01A
0 years, female, white, stage:Stage IIA, alive, 1270 days
72.9
TCGA-A2-A0T1-01A
0 years, female, american indian or alaska native, stage:Stage IIIC, alive, 521 days
72.5
TCGA-EW-A1IZ-01A
0 years, female, white, stage:Stage IIIA, alive, 554 days
72.4
TCGA-E9-A248-01A
0 years, female, white, stage:Stage IIA, alive, 59 days
72.3
TCGA-BH-A209-01A
0 years, female, black or african american, stage:Stage I, dead, 3959 days
69.3
TCGA-BH-A0W7-01A
0 years, female, white, stage:Stage I, alive, 1363 days
68.6
TCGA-BH-A0AW-01A
0 years, female, white, stage:Stage IIA, alive, 622 days
68.6
TCGA-GM-A2DA-01A
0 years, female, white, stage:Stage IIB, dead, 6593 days
68.5
TCGA-E2-A14Z-01A
0 years, female, white, stage:Stage I, dead, 563 days
67.0
TCGA-BH-A1FE-01A
0 years, female, white, stage:Stage IIB, dead, 2273 days
67.0
TCGA-AR-A5QQ-01A
0 years, female, white, stage:Stage IIIA, dead, 322 days
66.7
TCGA-AQ-A04J-01A
0 years, female, white, stage:Stage IIA, alive, 819 days
66.1
TCGA-AC-A5XS-01A
0 years, female, white, stage:Stage IIA, alive, 588 days
64.9
TCGA-BH-A0DK-01A
0 years, female, white, stage:Stage IIA, alive, 423 days
63.5
TCGA-EW-A1PB-01A
0 years, female, black or african american, stage:Stage IIIA, alive, 608 days
63.4
TCGA-A7-A4SA-01A
0 years, female, white, stage:Stage IIB, alive, 454 days
63.1
TCGA-BH-A42U-01A
0 years, female, black or african american, stage:Stage IIA, alive, 3364 days
61.4
TCGA-AR-A1AO-01A
0 years, female, white, stage:Stage IIA, alive, 2618 days
61.4
TCGA-A8-A08P-01A
0 years, female, stage:Stage IIIA, alive, 943 days
58.7
TCGA-BH-A0BZ-01A
0 years, female, white, stage:Stage IIIA, alive, 2255 days
57.9
TCGA-C8-A1HM-01A
0 years, female, asian, stage:Stage IIA, alive, 375 days
57.4
TCGA-AC-A6IV-01A
0 years, female, white, stage:Stage IIB, alive, 568 days
57.0
TCGA-WT-AB41-01A
0 years, female, black or african american, stage:Stage IIB, alive, 1611 days
56.4
TCGA-EW-A1J5-01A
0 years, female, white, stage:Stage IIB, alive, 477 days
56.1
TCGA-E2-A1LA-01A
0 years, female, stage:Stage IIA, alive, 748 days
55.5
TCGA-E2-A1II-01A
0 years, female, white, stage:Stage I, alive, 1025 days
54.7
TCGA-E2-A10C-01A
0 years, female, white, stage:Stage IIB, alive, 1220 days
54.6
TCGA-AR-A0TX-01A
0 years, female, stage:Stage IIA, alive, 1972 days
54.0
TCGA-E2-A1LE-01A
0 years, female, white, stage:Stage IIIC, dead, 879 days
53.9
TCGA-LD-A9QF-01A
0 years, female, black or african american, stage:Stage IA, alive, 323 days
53.6
TCGA-EW-A6SB-01A
0 years, female, black or african american, stage:Stage II, alive, 760 days
53.5
TCGA-BH-A18H-01A
0 years, female, white, stage:Stage IA, alive, 652 days
52.8
TCGA-5L-AAT0-01A
0 years, female, white, stage:Stage IIA, alive, 1477 days
52.3
TCGA-C8-A132-01A
0 years, female, asian, stage:Stage IIB, alive, 383 days
51.8
TCGA-AR-A1AW-01A
0 years, female, white, stage:Stage IIA, alive, 2632 days
51.8
TCGA-E9-A1R4-01A
0 years, female, white, stage:Stage IA, alive, 186 days
51.4
TCGA-A8-A08L-01A
0 years, female, stage:Stage IIIA, dead, 30 days
51.4
TCGA-AR-A1AJ-01A
0 years, female, white, stage:Stage I, alive, 2383 days
51.2
TCGA-AR-A1AT-01A
0 years, female, white, stage:Stage IIA, dead, 1272 days
50.5
TCGA-B6-A0WX-01A
0 years, female, black or african american, stage:Stage IIIA, dead, 639 days
50.0
TCGA-LL-A73Y-01A
0 years, female, black or african american, stage:Stage IA, alive, 477 days
49.7
TCGA-E9-A243-01A
0 years, female, white, stage:Stage IIA, alive, 612 days
49.5
TCGA-A2-A4S2-01A
0 years, female, white, stage:Stage IIIA, alive, 643 days
49.1
TCGA-AC-A2FF-01A
0 years, female, asian, stage:Stage IIB, alive, 2759 days
48.8
TCGA-C8-A138-01A
0 years, female, asian, stage:Stage IIIA, alive, 380 days
48.8
TCGA-E2-A15K-01A
0 years, female, white, stage:Stage IIB, alive, 275 days
48.6
TCGA-E2-A1AZ-01A
0 years, female, white, stage:Stage IIB, alive, 2329 days
48.6
TCGA-BH-A0BW-01A
0 years, female, black or african american, stage:Stage I, alive, 2371 days
48.5
TCGA-E9-A3X8-01A
0 years, female, white, stage:Stage IIB, alive, 926 days
48.5
TCGA-AO-A1KQ-01A
0 years, male, white, stage:Stage IIIB, alive, 1882 days
48.4
TCGA-AO-A0JJ-01A
0 years, female, white, stage:Stage IIB, alive, 1887 days
48.4
TCGA-XX-A899-01A
0 years, female, white, stage:Stage IIIA, alive, 467 days
48.3
TCGA-D8-A27I-01A
0 years, female, white, stage:Stage IIIA, alive, 439 days
48.2
TCGA-BH-A0B7-01A
0 years, female, white, stage:Stage IIB, alive, 2559 days
48.1
TCGA-A2-A04X-01A
0 years, female, white, stage:Stage IIA, alive, 1686 days
48.0
TCGA-EW-A1P1-01A
0 years, female, white, stage:Stage IIIC, alive, 1210 days
47.7
TCGA-5L-AAT1-01A
0 years, female, white, stage:Stage IV, alive, 1471 days
47.6
TCGA-E9-A1ND-01A
0 years, female, white, stage:Stage IIB, alive, 1266 days
47.4
TCGA-E2-A1L7-01A
0 years, female, white, stage:Stage IIIA, alive, 1836 days
47.2
TCGA-OL-A5RY-01A
0 years, female, black or african american, stage:Stage IIA, alive, 752 days
47.1
TCGA-AR-A0TQ-01A
0 years, female, white, stage:Stage IIIA, alive, 2991 days
47.0
TCGA-D8-A1JL-01A
0 years, female, white, stage:Stage IIA, alive, 611 days
46.9
TCGA-BH-A1EU-01A
0 years, female, white, stage:Stage I, dead, 1286 days
46.6
TCGA-A8-A07U-01A
0 years, female, stage:Stage IIIA, alive, 760 days
46.1
TCGA-AR-A2LJ-01A
0 years, female, white, stage:Stage IIIA, alive, 2632 days
45.8
TCGA-A8-A0A1-01A
0 years, female, stage:Stage IIA, alive, 365 days
45.5
TCGA-A1-A0SF-01A
0 years, female, white, stage:Stage IIA, alive, 1463 days
45.1
TCGA-AR-A1AK-01A
0 years, female, white, stage:Stage I, alive, 3159 days
44.9
TCGA-A2-A0EQ-01A
0 years, female, black or african american, stage:Stage IIA, alive, 2426 days
44.5
TCGA-AO-A03R-01A
0 years, female, white, stage:Stage IIB, alive, 2091 days
44.3
TCGA-BH-A1F0-01A
0 years, female, white, stage:Stage IIA, dead, 785 days
43.9
TCGA-AN-A0XW-01A
0 years, female, white, stage:Stage IIIA, alive, 170 days
43.9
TCGA-D8-A1XL-01A
0 years, female, white, stage:Stage IIB, alive, 606 days
43.6
TCGA-BH-A1EY-01A
0 years, female, white, stage:Stage IIA, dead, 538 days
43.5
TCGA-A2-A0T6-01A
0 years, female, white, stage:Stage IIB, alive, 575 days
42.7
TCGA-A7-A13H-01A
0 years, female, white, stage:Stage IIB, alive, 899 days
42.7
TCGA-D8-A27G-01A
0 years, female, white, stage:Stage IIA, alive, 409 days
42.5
TCGA-BH-A0B9-01A
0 years, female, white, stage:Stage IA, alive, 1572 days
42.5
TCGA-3C-AALI-01A
0 years, female, black or african american, stage:Stage IIB, alive, 4005 days
42.4
TCGA-E2-A1IO-01A
0 years, female, white, stage:Stage I, alive, 1855 days
42.4
TCGA-E2-A159-01A
0 years, female, white, stage:Stage IIA, alive, 762 days
42.3
TCGA-AR-A24U-01A
0 years, female, white, stage:Stage IIA, alive, 3128 days
42.1
TCGA-AO-A0J9-01A
0 years, female, white, stage:Stage IIIC, alive, 1613 days
42.0
TCGA-OL-A66P-01A
0 years, female, black or african american, stage:Stage IIA, alive, 428 days
41.6
TCGA-A8-A0A6-01A
0 years, female, stage:Stage IIIC, alive, 640 days
41.5
TCGA-BH-A8G0-01A
0 years, female, white, stage:Stage IIB, alive, 662 days
41.2
TCGA-AR-A2LO-01A
0 years, female, white, stage:Stage IIB, alive, 1198 days
41.2
TCGA-E9-A1NC-01A
0 years, female, white, stage:Stage IIB, alive, 1203 days
41.1
TCGA-AN-A0AJ-01A
0 years, female, white, stage:Stage IIB, alive, 303 days
41.1
TCGA-A8-A09X-01A
0 years, female, stage:Stage IIIC, dead, 426 days
40.8
TCGA-E2-A1IJ-01A
0 years, female, white, stage:Stage I, alive, 865 days
40.6
TCGA-BH-A8FZ-01A
0 years, female, white, stage:Stage IA, alive, 574 days
40.5
TCGA-C8-A8HR-01A
0 years, female, asian, stage:Stage IIIA, alive, 408 days
40.1
TCGA-D8-A1J8-01A
0 years, female, white, stage:Stage IIB, alive, 431 days
40.1
TCGA-BH-A0BL-01A
0 years, female, white, stage:Stage I, alive, 2278 days
39.5
TCGA-A8-A09K-01A
0 years, female, stage:Stage IIA, alive, 912 days
39.5
TCGA-E9-A22A-01A
0 years, female, white, stage:Stage IIA, alive, 1189 days
39.4
TCGA-E2-A14P-01A
0 years, female, white, stage:Stage IIIC, alive, 1246 days
39.3
TCGA-D8-A1Y2-01A
0 years, female, white, stage:Stage IIA, alive, 433 days
39.2
TCGA-BH-A42V-01A
0 years, female, black or african american, stage:Stage IB, alive, 635 days
39.2
TCGA-XX-A89A-01A
0 years, female, white, stage:Stage IIB, alive, 488 days
39.1
TCGA-BH-A0EB-01A
0 years, female, white, stage:Stage IA, alive, 745 days
39.1
TCGA-C8-A8HP-01A
0 years, female, asian, stage:Stage IIIA, alive, 396 days
39.1
TCGA-EW-A1IY-01A
0 years, female, asian, stage:Stage I, alive, 258 days
38.9
TCGA-AO-A129-01A
0 years, female, white, stage:Stage IIB, alive, 3286 days
38.8
TCGA-AC-A3HN-01A
0 years, female, white, stage:Stage IIB, alive, 496 days
38.7
TCGA-BH-A18F-01A
0 years, female, white, stage:Stage IIA, alive, 1001 days
38.5
TCGA-A7-A4SD-01A
0 years, female, black or african american, stage:Stage IIA, alive, 441 days
37.9
TCGA-BH-AB28-01A
0 years, female, white, stage:Stage IIIA, alive, 287 days
37.5
TCGA-E2-A1IK-01A
0 years, female, white, stage:Stage IIA, alive, 1800 days
37.4
TCGA-AR-A1AQ-01A
0 years, female, white, stage:Stage IIA, alive, 3021 days
37.0
TCGA-AR-A1AR-01A
0 years, female, white, stage:Stage IIIA, dead, 524 days
36.7
TCGA-D8-A27M-01A
0 years, female, white, stage:Stage IA, alive, 410 days
36.5
TCGA-AO-A12D-01A
0 years, female, white, stage:Stage IIA, alive, 2515 days
36.5
TCGA-BH-A0BD-01A
0 years, female, white, stage:Stage IIA, alive, 554 days
36.4
TCGA-BH-A1EW-01A
0 years, female, white, stage:Stage IIA, dead, 1694 days
36.2
TCGA-A7-A0CG-01A
0 years, female, white, stage:Stage IIA, alive, 1043 days
36.0
TCGA-Z7-A8R5-01A
0 years, female, white, stage:Stage IIIA, alive, 3287 days
35.8
TCGA-S3-AA15-01A
0 years, female, black or african american, stage:Stage IIB, alive, 525 days
35.7
TCGA-B6-A0IH-01A
0 years, female, white, stage:Stage IIIA, dead, 2965 days
35.7
TCGA-AR-A0TT-01A
0 years, female, black or african american, stage:Stage IIIA, alive, 3316 days
35.6
TCGA-A2-A25A-01A
0 years, female, white, stage:Stage IIA, alive, 3276 days
35.6
TCGA-C8-A1HF-01A
0 years, female, asian, stage:Stage IIA, alive, 332 days
35.4
TCGA-E2-A15I-01A
0 years, female, white, stage:Stage IIA, alive, 1692 days
35.3
TCGA-PE-A5DD-01A
0 years, female, asian, stage:Stage IIA, alive, 1953 days
35.1
TCGA-AO-A0J6-01A
0 years, female, white, stage:Stage IIA, alive, 1140 days
35.0
TCGA-D8-A147-01A
0 years, female, white, stage:'--, alive, 584 days
34.8
TCGA-D8-A27R-01A
0 years, female, white, stage:Stage IIIC, alive, 307 days
34.6
TCGA-A8-A09M-01A
0 years, female, stage:Stage IIIC, alive, 1006 days
34.6
TCGA-PL-A8LZ-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 302 days
34.6
TCGA-A2-A3XZ-01A
0 years, female, black or african american, stage:Stage I, alive, 1532 days
34.4
TCGA-AR-A1AI-01A
0 years, female, white, stage:Stage IIA, alive, 3296 days
34.4
TCGA-OL-A97C-01A
0 years, female, black or african american, stage:Stage IIB, alive, 271 days
33.9
TCGA-GM-A4E0-01A
0 years, female, white, stage:Stage IIIC, alive, 2191 days
33.7
TCGA-A2-A0YI-01A
0 years, female, white, stage:Stage I, alive, 1505 days
33.6
TCGA-BH-A1FU-01A
0 years, female, white, stage:Stage IA, dead, 1688 days
33.5
TCGA-C8-A275-01A
0 years, female, asian, stage:Stage IIA, alive, 1 days
33.3
TCGA-C8-A26W-01A
0 years, female, asian, stage:Stage IIB, alive, 381 days
33.2
TCGA-E2-A1B1-01A
0 years, female, white, stage:Stage IIB, alive, 2653 days
32.8
TCGA-B6-A0IN-01A
0 years, female, white, stage:Stage X, dead, 2573 days
32.8
TCGA-A1-A0SI-01A
0 years, female, white, stage:Stage IIB, alive, 635 days
32.6
TCGA-BH-A0DI-01A
0 years, female, white, stage:Stage IIB, alive, 912 days
32.5
TCGA-BH-A0C3-01A
0 years, female, white, stage:Stage I, alive, 2709 days
32.5
TCGA-AC-A3TM-01A
0 years, female, white, stage:Stage IIIA, alive, 762 days
32.2
TCGA-BH-A0BG-01A
0 years, female, white, stage:Stage I, alive, 1871 days
32.2
TCGA-A8-A09Q-01A
0 years, female, stage:Stage IIIB, alive, 761 days
32.1
TCGA-AR-A0U0-01A
0 years, female, white, stage:Stage IIB, alive, 1988 days
32.0
TCGA-A2-A0YH-01A
0 years, female, white, stage:Stage IIIA, alive, 659 days
31.3
TCGA-BH-A0HB-01A
0 years, female, white, stage:Stage IA, alive, 806 days
31.2
TCGA-AR-A0TV-01A
0 years, female, stage:Stage IIA, alive, 2288 days
31.1
TCGA-E9-A22E-01A
0 years, female, white, stage:Stage IIIA, alive, 1269 days
31.0
TCGA-A2-A0CK-01A
0 years, female, white, stage:Stage IIIA, alive, 4159 days
30.9
TCGA-D8-A27K-01A
0 years, female, white, stage:Stage IIB, alive, 1461 days
30.7
TCGA-A8-A07E-01A
0 years, female, stage:Stage X, alive, 608 days
30.6
TCGA-A8-A08I-01A
0 years, female, stage:Stage IIA, alive, 365 days
30.5
TCGA-E9-A1N5-01A
0 years, female, white, stage:Stage IIB, alive, 1120 days
30.3
TCGA-A2-A0CM-01A
0 years, female, black or african american, stage:Stage IIA, dead, 754 days
30.3
TCGA-D8-A1XM-01A
0 years, female, white, stage:Stage IA, alive, 538 days
30.1
TCGA-BH-A0BV-01A
0 years, female, white, stage:Stage IIB, alive, 1519 days
30.1
TCGA-AR-A1AM-01A
0 years, female, white, stage:Stage IIIA, alive, 2991 days
30.0
TCGA-BH-A0BC-01A
0 years, female, white, stage:Stage IIIC, alive, 974 days
29.9
TCGA-AO-A0JF-01A
0 years, female, white, stage:Stage IIA, alive, 1980 days
29.9
TCGA-A7-A3J1-01A
0 years, female, white, stage:Stage IA, alive, 343 days
29.9
TCGA-AR-A0U2-01A
0 years, female, white, stage:Stage IIIA, dead, 2551 days
29.9
TCGA-AN-A046-01A
0 years, female, white, stage:Stage IIA, alive, 10 days
29.7
TCGA-OL-A66N-01A
0 years, female, white, stage:Stage IIIC, alive, 792 days
29.5
TCGA-E2-A10F-01A
0 years, female, white, stage:Stage IIA, alive, 878 days
29.3
TCGA-BH-A0DT-01A
0 years, female, white, stage:Stage IIA, alive, 2403 days
29.3
TCGA-BH-A0BQ-01A
0 years, female, white, stage:Stage I, alive, 2255 days
29.1
TCGA-E9-A1RF-01A
0 years, female, white, stage:Stage IIIA, alive, 200 days
28.8
TCGA-E9-A227-01A
0 years, female, white, stage:Stage IIB, alive, 975 days
28.8
TCGA-A2-A0D2-01A
0 years, female, white, stage:Stage IIA, alive, 1027 days
28.6
TCGA-E9-A1R0-01A
0 years, female, white, stage:Stage IIA, alive, 860 days
28.5
TCGA-A2-A04T-01A
0 years, female, white, stage:Stage IIA, alive, 2246 days
28.4
TCGA-AR-A24Q-01A
0 years, female, white, stage:Stage IIB, alive, 3172 days
28.4
TCGA-BH-A0HA-01A
0 years, female, white, stage:Stage I, alive, 1611 days
28.2
TCGA-MS-A51U-01A
0 years, female, white, stage:Stage IIB, alive, 681 days
28.0
TCGA-A2-A0T4-01A
0 years, female, white, stage:Stage IIA, alive, 624 days
28.0
TCGA-E2-A1LH-01A
0 years, female, white, stage:Stage I, alive, 3247 days
27.3
TCGA-S3-AA10-01A
0 years, female, black or african american, stage:Stage IIA, alive, 586 days
27.3
TCGA-LL-A440-01A
0 years, female, white, stage:Stage IA, alive, 759 days
27.3
TCGA-B6-A0IJ-01A
0 years, female, black or african american, stage:Stage IIB, alive, 7106 days
27.2
TCGA-AO-A0J2-01A
0 years, female, white, stage:Stage IA, alive, 997 days
27.1
TCGA-A2-A0EY-01A
0 years, female, white, stage:Stage IIB, alive, 1925 days
27.0
TCGA-C8-A26X-01A
0 years, female, asian, stage:Stage IIA, alive, 376 days
26.8
TCGA-BH-A0DL-01A
0 years, female, white, stage:Stage IIA, alive, 2381 days
26.7
TCGA-JL-A3YW-01A
0 years, female, asian, stage:Stage IIB, alive, 360 days
26.7
TCGA-AQ-A1H3-01A
0 years, female, white, stage:Stage IIIC, alive, 989 days
26.5
TCGA-AR-A24O-01A
0 years, female, white, stage:Stage IIIA, alive, 3607 days
26.4
TCGA-AO-A0JG-01A
0 years, female, white, stage:Stage IIIA, alive, 798 days
26.3
TCGA-BH-A6R9-01A
0 years, female, white, stage:Stage IIA, alive, 160 days
26.1
TCGA-LD-A7W6-01A
0 years, female, white, stage:Stage IIB, alive, 404 days
26.0
TCGA-A8-A07C-01A
0 years, female, stage:Stage IIA, alive, 1034 days
26.0
TCGA-A2-A04Y-01A
0 years, female, white, stage:Stage IIB, alive, 1099 days
25.9
TCGA-E2-A1IH-01A
0 years, female, white, stage:Stage I, alive, 1026 days
25.9
TCGA-AN-A0XV-01A
0 years, female, white, stage:Stage IIIA, alive, 162 days
25.8
TCGA-LL-A5YL-01A
0 years, female, white, stage:Stage IIB, alive, 519 days
25.8
TCGA-AR-A255-01A
0 years, female, white, stage:Stage I, alive, 2161 days
25.7
TCGA-C8-A27B-01A
0 years, female, asian, stage:Stage IIB, alive, 439 days
25.6
TCGA-EW-A1P4-01A
0 years, female, white, stage:Stage IIA, alive, 907 days
25.6
TCGA-A2-A0SW-01A
0 years, female, white, stage:Stage IV, dead, 1365 days
25.6
TCGA-E2-A14R-01A
0 years, female, white, stage:Stage IIA, alive, 1174 days
25.5
TCGA-EW-A2FV-01A
0 years, female, white, stage:Stage IIIC, alive, 788 days
25.5
TCGA-AC-A8OS-01A
0 years, female, white, stage:Stage IIA, alive, 70 days
25.4
TCGA-GM-A3XN-01A
0 years, female, white, stage:Stage IIIA, alive, 2019 days
25.3
TCGA-A7-A5ZW-01A
0 years, female, black or african american, stage:Stage IIA, alive, 326 days
25.3
TCGA-A2-A0SY-01A
0 years, female, white, stage:Stage IIIA, alive, 1347 days
25.2
TCGA-AC-A2FO-01A
0 years, female, white, stage:Stage IIB, alive, 2255 days
25.2
TCGA-C8-A134-01A
0 years, female, asian, stage:Stage IIA, alive, 383 days
25.1
TCGA-AN-A0AL-01A
0 years, female, white, stage:Stage IIIB, alive, 227 days
25.0
TCGA-A2-A0SU-01A
0 years, female, white, stage:Stage IIA, alive, 1662 days
24.9
TCGA-A8-A08B-01A
0 years, female, stage:Stage IIA, alive, 1156 days
24.9
TCGA-BH-A0B5-01A
0 years, female, white, stage:Stage IIIA, alive, 2136 days
24.8
TCGA-A2-A0EV-01A
0 years, female, white, stage:Stage IA, alive, 968 days
24.7
TCGA-E2-A2P5-01A
0 years, female, black or african american, stage:Stage IIIC, dead, 821 days
24.6
TCGA-AC-A6IX-01A
0 years, female, white, stage:Stage IIIC, alive, 373 days
24.5
TCGA-E2-A14N-01A
0 years, female, white, stage:Stage IIB, alive, 1434 days
24.4
TCGA-A2-A0YD-01A
0 years, female, white, stage:Stage IIB, alive, 769 days
24.3
TCGA-C8-A8HQ-01A
0 years, female, asian, stage:Stage IIB, alive, 380 days
24.2
TCGA-B6-A0WS-01A
0 years, female, black or african american, stage:Stage X, dead, 2965 days
24.2
TCGA-A7-A426-01A
0 years, female, white, stage:Stage IIIC, alive, 364 days
24.1
TCGA-BH-A0BJ-01A
0 years, female, white, stage:Stage IIB, alive, 660 days
24.0
TCGA-C8-A12U-01A
0 years, female, asian, stage:Stage IIB, alive, 385 days
24.0
TCGA-OL-A5D8-01A
0 years, female, black or african american, stage:Stage IIB, alive, 973 days
23.9
TCGA-A8-A09A-01A
0 years, female, stage:Stage X, alive, 304 days
23.8
TCGA-E9-A1R2-01A
0 years, female, white, stage:Stage IIIC, alive, 1063 days
23.8
TCGA-AC-A2B8-01A
0 years, female, white, stage:Stage IIB, alive, 677 days
23.7
TCGA-A8-A06T-01A
0 years, female, stage:Stage IIIA, alive, 1614 days
23.6
TCGA-AR-A24R-01A
0 years, female, white, stage:Stage IIIA, alive, 3430 days
23.4
TCGA-OL-A5DA-01A
0 years, female, white, stage:Stage IIA, alive, 1783 days
23.3
TCGA-B6-A0X1-01A
0 years, female, white, stage:'--, dead, 7455 days
23.3
TCGA-B6-A0IQ-01A
0 years, female, white, stage:Stage IIIA, alive, 4285 days
23.3
TCGA-E2-A150-01A
0 years, female, white, stage:Stage IIA, alive, 1935 days
23.1
TCGA-AN-A0AT-01A
0 years, female, white, stage:Stage IIA, alive, 10 days
23.0
TCGA-BH-A18Q-01A
0 years, female, white, stage:Stage IIB, dead, 1692 days
23.0
TCGA-AO-A0J8-01A
0 years, female, white, stage:Stage IIA, alive, 680 days
23.0
TCGA-BH-A0DE-01A
0 years, female, white, stage:Stage IIA, alive, 2372 days
22.9
TCGA-A2-A0D3-01A
0 years, female, white, stage:Stage IA, alive, 1873 days
22.9
TCGA-E9-A3HO-01A
0 years, female, white, stage:Stage IIA, alive, 1158 days
22.8
TCGA-BH-A0BA-01A
0 years, female, white, stage:Stage IIIC, alive, 1132 days
22.8
TCGA-E2-A14Q-01A
0 years, female, white, stage:Stage IIB, alive, 1163 days
22.7
TCGA-AC-A23C-01A
0 years, female, white, stage:Stage IIB, alive, 585 days
22.7
TCGA-D8-A1JP-01A
0 years, female, white, stage:Stage IA, alive, 639 days
22.6
TCGA-BH-A0AY-01A
0 years, female, white, stage:Stage IIA, alive, 777 days
22.6
TCGA-B6-A0RV-01A
0 years, female, white, stage:Stage IIIA, alive, 5156 days
22.5
TCGA-BH-A0B3-01A
0 years, female, white, stage:Stage IIB, alive, 1203 days
22.4
TCGA-B6-A0IK-01A
0 years, female, white, stage:Stage IIIB, dead, 571 days
22.3
TCGA-GM-A3XL-01A
0 years, female, black or african american, stage:Stage IIA, alive, 2108 days
22.3
TCGA-A7-A4SC-01A
0 years, female, white, stage:Stage IIB, alive, 446 days
22.2
TCGA-AR-A0U4-01A
0 years, female, white, stage:Stage IIA, alive, 3261 days
22.1
TCGA-EW-A1IW-01A
0 years, female, white, stage:Stage IIB, alive, 371 days
22.0
TCGA-A2-A1G0-01A
0 years, female, white, stage:Stage IIB, alive, 616 days
22.0
TCGA-D8-A143-01A
0 years, female, white, stage:Stage IIA, alive, 431 days
22.0
TCGA-BH-A0AU-01A
0 years, female, white, stage:Stage IIA, alive, 1914 days
22.0
TCGA-BH-A1EO-01A
0 years, female, white, stage:Stage IIA, dead, 2798 days
21.9
TCGA-BH-A0BT-01A
0 years, female, white, stage:Stage IIA, alive, 2365 days
21.8
TCGA-BH-A6R8-01A
0 years, female, black or african american, stage:Stage IIA, alive, 293 days
21.8
TCGA-BH-A28O-01A
0 years, female, white, stage:Stage IIIC, alive, 1120 days
21.5
TCGA-BH-A1FR-01A
0 years, female, white, stage:Stage IIIB, dead, 1642 days
21.2
TCGA-D8-A1JU-01A
0 years, female, white, stage:Stage IA, alive, 447 days
21.1
TCGA-B6-A0RS-01A
0 years, female, white, stage:Stage IIA, dead, 3063 days
21.1
TCGA-EW-A1P8-01A
0 years, female, white, stage:Stage IIIC, dead, 239 days
21.0
TCGA-AC-A6IW-01A
0 years, female, black or african american, stage:Stage IIA, alive, 413 days
21.0
TCGA-AR-A2LN-01A
0 years, female, white, stage:Stage IIA, alive, 1161 days
21.0
TCGA-C8-A278-01A
0 years, female, asian, stage:Stage IIIA, alive, 297 days
20.9
TCGA-D8-A1JH-01A
0 years, female, white, stage:Stage IA, alive, 426 days
20.7
TCGA-A2-A0EO-01A
0 years, female, white, stage:Stage IA, alive, 2442 days
20.7
TCGA-A2-A4RY-01A
0 years, female, white, stage:Stage IIIC, alive, 648 days
20.7
TCGA-AO-A12A-01A
0 years, female, white, stage:Stage IIA, alive, 3112 days
20.6
TCGA-AC-A23G-01A
0 years, female, white, stage:Stage IIA, alive, 2248 days
20.6
TCGA-AC-A2FK-01A
0 years, female, white, stage:Stage IIIC, alive, 2650 days
20.5
TCGA-EW-A1J1-01A
0 years, female, white, stage:Stage IIB, alive, 575 days
20.5
TCGA-D8-A1JM-01A
0 years, female, white, stage:Stage IIB, alive, 590 days
20.3
TCGA-D8-A140-01A
0 years, female, white, stage:Stage IIB, alive, 403 days
20.3
TCGA-AO-A0JA-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 655 days
20.2
TCGA-AR-A1AL-01A
0 years, female, white, stage:Stage IIIA, alive, 2971 days
20.1
TCGA-LL-A9Q3-01A
0 years, female, white, stage:Stage IIIC, alive, 532 days
20.1
TCGA-A2-A0T0-01A
0 years, female, white, stage:Stage IIB, alive, 533 days
20.0
TCGA-LD-A74U-01A
0 years, female, white, stage:Stage IIIC, alive, 402 days
19.9
TCGA-AN-A0FF-01A
0 years, female, white, stage:Stage IA, alive, 172 days
19.9
TCGA-OL-A66L-01A
0 years, female, black or african american, stage:Stage IA, alive, 1301 days
19.8
TCGA-BH-A0B0-01A
0 years, female, black or african american, stage:Stage I, alive, 2477 days
19.8
TCGA-BH-A0BR-01A
0 years, female, white, stage:Stage I, alive, 2330 days
19.7
TCGA-A1-A0SN-01A
0 years, female, white, stage:Stage IIA, alive, 1196 days
19.5
TCGA-BH-A203-01A
0 years, female, white, stage:Stage IIB, dead, 1174 days
19.4
TCGA-A2-A0YL-01A
0 years, female, white, stage:Stage IIIA, alive, 1474 days
19.4
TCGA-B6-A408-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 2072 days
19.4
TCGA-E2-A15D-01A
0 years, female, white, stage:Stage IIA, alive, 526 days
19.4
TCGA-D8-A4Z1-01A
0 years, female, white, stage:Stage IA, alive, 659 days
19.3
TCGA-GM-A2DK-01A
0 years, female, white, stage:Stage I, alive, 2645 days
19.3
TCGA-D8-A1Y0-01A
0 years, female, white, stage:Stage IIIA, alive, 472 days
19.2
TCGA-A2-A0CV-01A
0 years, female, asian, stage:Stage IIB, alive, 3011 days
19.1
TCGA-A2-A0EW-01A
0 years, female, white, stage:Stage IIIC, dead, 1884 days
19.1
TCGA-BH-A1FC-01A
0 years, female, black or african american, stage:Stage IIA, dead, 3472 days
19.1
TCGA-D8-A145-01A
0 years, female, white, stage:Stage IIA, alive, 410 days
19.1
TCGA-D8-A1XQ-01A
0 years, female, white, stage:Stage IIA, alive, 499 days
19.1
TCGA-EW-A1P0-01A
0 years, female, white, stage:Stage IIB, alive, 1251 days
19.0
TCGA-GM-A2DN-01A
0 years, female, white, stage:Stage IIA, alive, 3091 days
19.0
TCGA-GM-A5PV-01A
0 years, female, white, stage:Stage IIB, alive, 412 days
18.9
TCGA-AN-A03Y-01A
0 years, female, white, stage:Stage IIA, alive, 10 days
18.9
TCGA-E2-A1LI-01A
0 years, female, white, stage:Stage IIB, alive, 3121 days
18.8
TCGA-EW-A1PF-01A
0 years, female, white, stage:Stage IA, alive, 439 days
18.8
TCGA-A2-A0T7-01A
0 years, female, white, stage:Stage IIA, alive, 631 days
18.8
TCGA-AR-A5QM-01A
0 years, female, white, stage:Stage IIA, alive, 2231 days
18.7
TCGA-A8-A075-01A
0 years, female, stage:Stage IIB, alive, 518 days
18.5
TCGA-AO-A03L-01A
0 years, female, asian, stage:Stage IIIA, alive, 2442 days
18.5
TCGA-A2-A3XX-01A
0 years, female, black or african american, stage:Stage IIA, dead, 1439 days
18.5
TCGA-AR-A24S-01A
0 years, female, white, stage:Stage I, alive, 2976 days
18.3
TCGA-B6-A0RP-01A
0 years, female, white, stage:'--, dead, 3126 days
18.2
TCGA-D8-A1XZ-01A
0 years, female, white, stage:Stage IIIA, alive, 466 days
18.2
TCGA-AN-A0AM-01A
0 years, female, white, stage:Stage IIA, alive, 5 days
18.1
TCGA-BH-A0E0-01A
0 years, female, white, stage:Stage IIIC, alive, 134 days
18.1
TCGA-AC-A2QI-01A
0 years, female, white, stage:Stage IIIA, alive, 588 days
18.1
TCGA-B6-A0IP-01A
0 years, female, white, stage:Stage IA, dead, 3926 days
18.1
TCGA-D8-A1JD-01A
0 years, female, white, stage:Stage IIB, alive, 552 days
18.0
TCGA-OL-A66H-01A
0 years, female, black or african american, stage:Stage IB, alive, 812 days
18.0
TCGA-AR-A2LM-01A
0 years, female, white, stage:Stage II, alive, 1935 days
17.9
TCGA-BH-A0BM-01A
0 years, female, white, stage:Stage IIB, alive, 1876 days
17.9
TCGA-A8-A06U-01A
0 years, female, stage:Stage IIB, dead, 883 days
17.6
TCGA-D8-A27W-01A
0 years, female, white, stage:Stage IIIB, alive, 373 days
17.6
TCGA-E9-A1N9-01A
0 years, female, white, stage:Stage IIA, alive, 1101 days
17.6
TCGA-A7-A6VY-01A
0 years, female, black or african american, stage:Stage IIB, alive, 266 days
17.6
TCGA-B6-A0WY-01A
0 years, female, white, stage:Stage IIIA, dead, 3461 days
17.5
TCGA-B6-A401-01A
0 years, female, black or african american, stage:Stage IIA, alive, 2596 days
17.5
TCGA-BH-A1EX-01A
0 years, female, white, stage:Stage IIB, dead, 1508 days
17.5
TCGA-EW-A2FR-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 1673 days
17.4
TCGA-E2-A14X-01A
0 years, female, black or african american, stage:Stage IIIA, alive, 972 days
17.3
TCGA-C8-A3M7-01A
0 years, female, asian, stage:Stage IIIB, dead, 1034 days
17.3
TCGA-D8-A13Z-01A
0 years, female, white, stage:'--, alive, 635 days
17.2
TCGA-A2-A0CW-01A
0 years, female, white, stage:Stage IIB, alive, 3283 days
17.2
TCGA-AC-A62Y-01A
0 years, female, white, stage:Stage IIB, alive, 530 days
17.2
TCGA-A2-A0ES-01A
0 years, female, white, stage:Stage IIA, alive, 2190 days
17.1
TCGA-AR-A5QP-01A
0 years, female, white, stage:Stage IIB, alive, 1185 days
17.0
TCGA-AO-A1KR-01A
0 years, female, white, stage:Stage IIA, alive, 2513 days
17.0
TCGA-BH-A0DX-01A
0 years, female, white, stage:Stage I, alive, 2156 days
16.9
TCGA-AR-A24H-01A
0 years, female, white, stage:Stage IIA, alive, 4894 days
16.8
TCGA-A2-A4RX-01A
0 years, female, black or african american, stage:Stage IIA, alive, 742 days
16.8
TCGA-B6-A40C-01A
0 years, female, white, stage:Stage IIB, alive, 2164 days
16.8
TCGA-E9-A1RA-01A
0 years, female, white, stage:Stage IA, alive, 1369 days
16.8
TCGA-E2-A1IF-01A
0 years, female, white, stage:Stage I, alive, 1138 days
16.8
TCGA-BH-A0B4-01A
0 years, male, white, stage:Stage IIIA, alive, 1191 days
16.7
TCGA-BH-A0HX-01A
0 years, female, white, stage:Stage IIB, alive, 829 days
16.7
TCGA-GM-A5PX-01A
0 years, female, white, stage:Stage IIB, alive, 551 days
16.7
TCGA-A2-A4S3-01A
0 years, female, black or african american, stage:Stage IIB, alive, 666 days
16.7
TCGA-EW-A1PE-01A
0 years, female, white, stage:Stage IIA, alive, 320 days
16.7
TCGA-A2-A0ET-01A
0 years, female, white, stage:Stage IIIA, alive, 1066 days
16.7
TCGA-C8-A130-01A
0 years, female, asian, stage:Stage IIIA, alive, 370 days
16.7
TCGA-AR-A0TR-01A
0 years, female, white, stage:Stage IIB, dead, 160 days
16.6
TCGA-OL-A5S0-01A
0 years, female, black or african american, stage:Stage IIB, alive, 620 days
16.6
TCGA-AO-A03O-01A
0 years, female, black or african american, stage:Stage IIA, dead, 2483 days
16.5
TCGA-BH-A18V-01A
0 years, female, white, stage:Stage IIB, dead, 1556 days
16.4
TCGA-E2-A10B-01A
0 years, female, white, stage:Stage IIB, alive, 1141 days
16.4
TCGA-E2-A576-01A
0 years, female, black or african american, stage:Stage IA, alive, 1043 days
16.4
TCGA-GM-A3NY-01A
0 years, female, white, stage:Stage IIB, alive, 1162 days
16.3
TCGA-AC-A3W7-01A
0 years, female, white, stage:Stage IIB, alive, 471 days
16.3
TCGA-AR-A1AP-01A
0 years, female, white, stage:Stage I, alive, 2856 days
16.3
TCGA-GM-A3NW-01A
0 years, female, white, stage:Stage IIA, alive, 3361 days
16.2
TCGA-A1-A0SD-01A
0 years, female, white, stage:Stage IIA, alive, 437 days
16.2
TCGA-AO-A0JE-01A
0 years, female, black or african american, stage:Stage IIIA, alive, 2335 days
16.1
TCGA-E9-A295-01A
0 years, female, white, stage:Stage IIA, alive, 375 days
16.0
TCGA-EW-A1J2-01A
0 years, female, black or african american, stage:'--, alive, 403 days
16.0
TCGA-BH-A0WA-01A
0 years, female, white, stage:Stage I, alive, 701 days
15.9
TCGA-D8-A1X8-01A
0 years, female, white, stage:Stage IIIA, alive, 783 days
15.9
TCGA-A8-A08F-01A
0 years, female, stage:Stage IIIC, alive, 1004 days
15.8
TCGA-AN-A049-01A
0 years, female, white, stage:Stage IIA, alive, 19 days
15.8
TCGA-EW-A1J6-01A
0 years, female, white, stage:Stage I, alive, 875 days
15.8
TCGA-D8-A1XK-01A
0 years, female, white, stage:Stage IIB, alive, 441 days
15.8
TCGA-E2-A107-01A
0 years, female, white, stage:Stage IIIA, alive, 1047 days
15.7
TCGA-BH-A0DP-01A
0 years, female, white, stage:Stage IIB, alive, 476 days
15.7
TCGA-AN-A0XS-01A
0 years, female, white, stage:Stage IIIA, alive, 10 days
15.7
TCGA-B6-A0I5-01A
0 years, female, white, stage:Stage IIB, alive, 8556 days
15.6
TCGA-AO-A03T-01A
0 years, female, white, stage:Stage IIB, alive, 2124 days
15.5
TCGA-BH-A0DG-01A
0 years, female, black or african american, stage:Stage IIA, alive, 2041 days
15.5
TCGA-A8-A08R-01A
0 years, female, stage:Stage IIB, alive, 30 days
15.4
TCGA-GM-A2DB-01A
0 years, female, white, stage:Stage IIA, alive, 2406 days
15.4
TCGA-AC-A3QP-01A
0 years, female, white, stage:Stage IIB, alive, 675 days
15.4
TCGA-A8-A08Z-01A
0 years, female, stage:'--, alive, 1217 days
15.4
TCGA-E2-A1B0-01A
0 years, female, white, stage:Stage IIIA, alive, 1631 days
15.4
TCGA-A8-A07I-01A
0 years, female, stage:Stage IIIA, alive, 426 days
15.2
TCGA-D8-A1JN-01A
0 years, female, white, stage:Stage IIIC, alive, 620 days
15.2
TCGA-E2-A10E-01A
0 years, female, white, stage:Stage IIA, alive, 865 days
15.1
TCGA-3C-AALJ-01A
0 years, female, black or african american, stage:Stage IIB, alive, 1474 days
15.1
TCGA-BH-A0E6-01A
0 years, female, white, stage:Stage IA, alive, 293 days
15.1
TCGA-A2-A04P-01A
0 years, female, black or african american, stage:Stage IIIC, dead, 548 days
15.1
TCGA-D8-A1XW-01A
0 years, female, white, stage:Stage IIA, alive, 1309 days
15.1
TCGA-A8-A06O-01A
0 years, female, stage:Stage I, alive, 396 days
15.0
TCGA-E2-A15F-01A
0 years, female, white, stage:Stage I, alive, 658 days
15.0
TCGA-A7-A3J0-01A
0 years, female, white, stage:Stage IIA, alive, 313 days
14.9
TCGA-E9-A1N4-01A
0 years, female, white, stage:Stage IIIA, alive, 1000 days
14.8
TCGA-A7-A425-01A
0 years, female, white, stage:Stage IIIC, alive, 447 days
14.8
TCGA-A8-A09N-01A
0 years, female, stage:Stage IIIC, alive, 31 days
14.8
TCGA-A2-A0CX-01A
0 years, female, white, stage:Stage IIA, alive, 1728 days
14.7
TCGA-E2-A109-01A
0 years, female, white, stage:Stage IIA, alive, 1417 days
14.6
TCGA-D8-A27N-01A
0 years, female, white, stage:Stage IIIA, alive, 519 days
14.6
TCGA-BH-A0EE-01A
0 years, female, white, stage:Stage IIB, alive, 943 days
14.6
TCGA-BH-A0H3-01A
0 years, female, white, stage:Stage I, alive, 1928 days
14.5
TCGA-A1-A0SE-01A
0 years, female, white, stage:Stage I, alive, 1321 days
14.5
TCGA-A2-A4RW-01A
0 years, female, white, stage:Stage IIIC, alive, 222 days
14.4
TCGA-AR-A250-01A
0 years, female, white, stage:Stage IIA, alive, 2707 days
14.3
TCGA-BH-A0DS-01A
0 years, female, white, stage:Stage IIIA, alive, 78 days
14.2
TCGA-BH-A0DV-01A
0 years, female, white, stage:Stage IIIA, alive, 2064 days
14.2
TCGA-A2-A0SV-01A
0 years, female, white, stage:Stage IV, dead, 825 days
14.2
TCGA-C8-A12O-01A
0 years, female, asian, stage:Stage IIA, alive, 385 days
14.2
TCGA-BH-A0GY-01A
0 years, female, white, stage:Stage IIA, alive, 923 days
14.1
TCGA-D8-A27T-01A
0 years, female, white, stage:Stage IIIC, alive, 398 days
14.1
TCGA-BH-A0AZ-01A
0 years, female, white, stage:Stage IIIA, alive, 1919 days
14.1
TCGA-A8-A095-01A
0 years, female, stage:Stage I, alive, 1277 days
14.0
TCGA-A8-A07J-01A
0 years, female, stage:Stage IIB, alive, 365 days
13.9
TCGA-A2-A1FZ-01A
0 years, female, white, stage:Stage IIA, alive, 683 days
13.9
TCGA-A8-A06X-01A
0 years, female, stage:Stage IIB, dead, 943 days
13.8
TCGA-OL-A66J-01A
0 years, female, white, stage:Stage I, alive, 1996 days
13.8
TCGA-A8-A0A9-01A
0 years, female, stage:Stage IIA, alive, 822 days
13.7
TCGA-D8-A1XO-01A
0 years, female, white, stage:Stage IIB, alive, 1682 days
13.6
TCGA-AR-A24X-01A
0 years, female, white, stage:Stage IIA, alive, 3004 days
13.6
TCGA-BH-A0HF-01A
0 years, female, white, stage:Stage IA, alive, 727 days
13.6
TCGA-BH-A0DZ-01A
0 years, female, white, stage:Stage IIB, alive, 495 days
13.6
TCGA-E2-A15C-01A
0 years, female, white, stage:Stage I, alive, 694 days
13.5
TCGA-AO-A126-01A
0 years, female, asian, stage:Stage IIA, alive, 3307 days
13.5
TCGA-A7-A2KD-01A
0 years, female, black or african american, stage:Stage IIIA, alive, 679 days
13.5
TCGA-A8-A09R-01A
0 years, female, stage:Stage IIB, alive, 273 days
13.4
TCGA-C8-A135-01A
0 years, female, asian, stage:Stage IIB, alive, 393 days
13.4
TCGA-BH-A0H7-01A
0 years, female, white, stage:Stage IIIA, alive, 702 days
13.3
TCGA-AN-A0FW-01A
0 years, female, white, stage:Stage IIIA, alive, 11 days
13.3
TCGA-E9-A249-01A
0 years, female, white, stage:Stage IIA, alive, 217 days
13.3
TCGA-BH-A0EA-01A
0 years, female, white, stage:Stage IIA, dead, 991 days
13.2
TCGA-PE-A5DC-01A
0 years, female, white, stage:Stage IIIA, dead, 1430 days
13.2
TCGA-AR-A251-01A
0 years, female, white, stage:Stage IIIA, alive, 3030 days
13.1
TCGA-BH-A18R-01A
0 years, female, white, stage:Stage IIA, dead, 1142 days
13.1
TCGA-A8-A06R-01A
0 years, female, stage:Stage IIB, alive, 547 days
13.1
TCGA-A2-A0CS-01A
0 years, female, white, stage:Stage IV, dead, 2348 days
13.0
TCGA-D8-A1JF-01A
0 years, female, white, stage:Stage IIIA, alive, 366 days
13.0
TCGA-AO-A03V-01A
0 years, female, white, stage:Stage I, alive, 1351 days
13.0
TCGA-A2-A0YC-01A
0 years, female, white, stage:Stage IIB, alive, 990 days
12.9
TCGA-LL-A50Y-01A
0 years, female, white, stage:Stage IIA, alive, 762 days
12.9
TCGA-GM-A2D9-01A
0 years, female, white, stage:Stage I, dead, 1812 days
12.8
TCGA-3C-AALK-01A
0 years, female, black or african american, stage:Stage IA, alive, 1448 days
12.7
TCGA-D8-A27V-01A
0 years, female, white, stage:Stage IIA, alive, 381 days
12.7
TCGA-E9-A22H-01A
0 years, female, white, stage:Stage IIB, alive, 1232 days
12.7
TCGA-OL-A6VQ-01A
0 years, female, white, stage:Stage IIA, alive, 600 days
12.7
TCGA-AR-A5QN-01A
0 years, female, white, stage:Stage IIIC, alive, 1013 days
12.6
TCGA-AO-A0JD-01A
0 years, female, white, stage:Stage IIIA, alive, 2190 days
12.6
TCGA-BH-A1FL-01A
0 years, female, white, stage:Stage IIB, dead, 1673 days
12.6
TCGA-D8-A1Y3-01A
0 years, female, white, stage:Stage IIIA, alive, 430 days
12.5
TCGA-A8-A07O-01A
0 years, female, stage:Stage IIA, alive, 304 days
12.4
TCGA-4H-AAAK-01A
0 years, female, white, stage:Stage IIIA, alive, 348 days
12.3
TCGA-BH-A0HP-01A
0 years, female, white, stage:Stage IIIA, alive, 414 days
12.2
TCGA-LL-A8F5-01A
0 years, female, black or african american, stage:Stage IIA, alive, 596 days
12.2
TCGA-A8-A08A-01A
0 years, female, stage:Stage I, alive, 30 days
12.1
TCGA-A8-A091-01A
0 years, female, stage:Stage IIA, alive, 1004 days
12.1
TCGA-A8-A09I-01A
0 years, female, stage:Stage IIA, alive, 1371 days
12.1
TCGA-EW-A1IX-01A
0 years, female, asian, stage:Stage IIA, alive, 1208 days
12.0
TCGA-D8-A27L-01A
0 years, female, white, stage:Stage IIIA, alive, 499 days
12.0
TCGA-BH-A0HU-01A
0 years, female, white, stage:Stage IA, alive, 392 days
12.0
TCGA-E9-A1RG-01A
0 years, female, white, stage:Stage IIIA, alive, 647 days
11.9
TCGA-AN-A0FY-01A
0 years, female, white, stage:Stage IA, alive, 10 days
11.9
TCGA-D8-A1X9-01A
0 years, female, white, stage:Stage IIB, alive, 727 days
11.9
TCGA-AC-A2QJ-01A
0 years, female, white, stage:Stage IIIB, dead, 446 days
11.8
TCGA-OL-A5D6-01A
0 years, female, black or african american, stage:Stage IIA, dead, 1104 days
11.7
TCGA-E9-A24A-01A
0 years, female, white, stage:Stage IIA, alive, 747 days
11.7
TCGA-D8-A3Z5-01A
0 years, female, white, stage:Stage IIIC, alive, 1015 days
11.7
TCGA-A2-A1FX-01A
0 years, female, white, stage:Stage IIIA, alive, 1847 days
11.6
TCGA-E2-A1L9-01A
0 years, female, white, stage:Stage IIA, alive, 598 days
11.6
TCGA-AN-A0XU-01A
0 years, female, white, stage:Stage IIA, alive, 10 days
11.5
TCGA-AC-A4ZE-01A
0 years, female, white, stage:Stage IIB, alive, 890 days
11.5
TCGA-A8-A0A2-01A
0 years, female, stage:Stage IIA, alive, 579 days
11.4
TCGA-HN-A2OB-01A
0 years, female, stage:Stage IIB, dead, 1900 days
11.4
TCGA-A8-A07Z-01A
0 years, female, stage:Stage IIA, alive, 1371 days
11.3
TCGA-AR-A254-01A
0 years, female, white, stage:Stage IIIA, alive, 2605 days
11.3
TCGA-E9-A1R3-01A
0 years, female, white, stage:Stage IIIC, alive, 78 days
11.2
TCGA-GI-A2C8-01A
0 years, female, white, stage:Stage IIIB, alive, 225 days
11.1
TCGA-C8-A12P-01A
0 years, female, asian, stage:Stage IIB, alive, 358 days
11.1
TCGA-A7-A26H-01A
0 years, female, white, stage:Stage IIA, alive, 724 days
11.1
TCGA-A8-A09D-01A
0 years, female, stage:Stage IIB, alive, 1522 days
11.1
TCGA-A8-A08X-01A
0 years, female, stage:Stage IIIC, alive, 1308 days
11.1
TCGA-AN-A0XN-01A
0 years, female, white, stage:Stage IIIA, alive, 10 days
11.0
TCGA-BH-A28Q-01A
0 years, female, white, stage:Stage IIB, alive, 1119 days
11.0
TCGA-AN-A04C-01A
0 years, female, white, stage:Stage IIB, alive, 54 days
11.0
TCGA-GM-A2DC-01A
0 years, female, white, stage:Stage IIA, alive, 2535 days
11.0
TCGA-AC-A3EH-01A
0 years, female, white, stage:Stage IIIC, dead, 197 days
10.9
TCGA-C8-A12Q-01A
0 years, female, asian, stage:Stage IIIA, dead, 385 days
10.9
TCGA-AN-A0AK-01A
0 years, female, white, stage:Stage IIA, alive, 224 days
10.8
TCGA-EW-A423-01A
0 years, female, white, stage:Stage IIA, alive, 533 days
10.8
TCGA-A1-A0SP-01A
0 years, female, stage:Stage IIA, alive, 584 days
10.7
TCGA-E9-A1NA-01A
0 years, female, white, stage:Stage IIA, alive, 1112 days
10.7
TCGA-A8-A099-01A
0 years, female, stage:Stage X, alive, 304 days
10.4
TCGA-AC-A5EH-01A
0 years, female, black or african american, stage:Stage IIB, alive, 511 days
10.3
TCGA-A8-A097-01A
0 years, female, stage:Stage IIB, alive, 365 days
10.3
TCGA-A2-A4S1-01A
0 years, female, white, stage:Stage IIA, alive, 820 days
10.3
TCGA-A7-A6VV-01A
0 years, female, black or african american, stage:Stage IIA, alive, 313 days
10.3
TCGA-BH-A18M-01A
0 years, female, white, stage:Stage IIIA, dead, 2207 days
10.2
TCGA-AR-A1AN-01A
0 years, female, white, stage:Stage IIA, alive, 2920 days
10.2
TCGA-BH-A0BP-01A
0 years, female, white, stage:Stage I, dead, 2296 days
10.2
TCGA-C8-A12W-01A
0 years, female, asian, stage:Stage IIIB, alive, 385 days
10.2
TCGA-A7-A4SF-01A
0 years, female, black or african american, stage:Stage IIA, alive, 545 days
10.1
TCGA-GM-A2DL-01A
0 years, female, white, stage:Stage I, alive, 3519 days
10.1
TCGA-A2-A0CP-01A
0 years, female, white, stage:Stage IA, alive, 2813 days
10.0
TCGA-AR-A24P-01A
0 years, female, white, stage:Stage I, alive, 84 days
10.0
TCGA-AN-A0FJ-01A
0 years, female, white, stage:Stage IV, alive, 242 days
10.0
TCGA-AO-A12G-01A
0 years, female, white, stage:Stage IIA, alive, 1639 days
9.9
TCGA-A2-A259-01A
0 years, female, black or african american, stage:Stage I, alive, 1596 days
9.9
TCGA-E2-A15P-01A
0 years, female, white, stage:Stage IA, alive, 595 days
9.9
TCGA-B6-A0IG-01A
0 years, female, white, stage:Stage IIB, dead, 4456 days
9.7
TCGA-A8-A07W-01A
0 years, female, stage:Stage IV, alive, 304 days
9.6
TCGA-B6-A0RM-01A
0 years, female, black or african american, stage:Stage X, dead, 2373 days
9.6
TCGA-BH-A1ET-01A
0 years, female, white, stage:Stage I, dead, 2520 days
9.5
TCGA-BH-A0B1-01A
0 years, female, white, stage:Stage IIB, alive, 1148 days
9.5
TCGA-S3-A6ZF-01A
0 years, female, black or african american, stage:Stage IIA, alive, 572 days
9.5
TCGA-E9-A229-01A
0 years, female, white, stage:Stage IA, alive, 1148 days
9.5
TCGA-B6-A400-01A
0 years, female, black or african american, stage:Stage IIIA, alive, 215 days
9.5
TCGA-BH-A0H9-01A
0 years, female, white, stage:Stage IIA, alive, 1247 days
9.4
TCGA-AR-A0U3-01A
0 years, female, white, stage:Stage IIB, alive, 4080 days
9.4
TCGA-AR-A0TW-01A
0 years, female, white, stage:Stage IIIA, alive, 3009 days
9.4
TCGA-AC-A3TN-01A
0 years, female, white, stage:Stage IIB, alive, 456 days
9.4
TCGA-B6-A0WT-01A
0 years, female, white, stage:Stage IIB, alive, 5739 days
9.3
TCGA-A2-A04N-01A
0 years, female, white, stage:Stage IA, alive, 4354 days
9.2
TCGA-E9-A6HE-01A
0 years, female, white, stage:Stage IIIC, alive, 847 days
9.2
TCGA-BH-A0DH-01A
0 years, female, white, stage:Stage IIB, alive, 1156 days
9.2
TCGA-AO-A1KS-01A
0 years, female, white, stage:Stage IIA, alive, 350 days
9.2
TCGA-E2-A1LG-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1523 days
9.1
TCGA-E9-A22G-01A
0 years, female, white, stage:Stage IIA, alive, 1239 days
9.1
TCGA-A1-A0SG-01A
0 years, female, white, stage:Stage IIB, alive, 434 days
9.1
TCGA-A8-A07B-01A
0 years, female, stage:Stage IIA, alive, 1308 days
9.0
TCGA-AO-A0JI-01A
0 years, female, white, stage:Stage IIA, alive, 1528 days
9.0
TCGA-E9-A1NF-01A
0 years, female, white, stage:Stage IIA, dead, 1072 days
9.0
TCGA-Z7-A8R6-01A
0 years, female, white, stage:Stage I, alive, 3256 days
9.0
TCGA-AR-A24T-01A
0 years, female, white, stage:Stage IIIC, alive, 3202 days
8.9
TCGA-E2-A14T-01A
0 years, female, white, stage:Stage IIA, alive, 2311 days
8.9
TCGA-BH-A0HI-01A
0 years, female, white, stage:Stage IA, alive, 620 days
8.9
TCGA-BH-A0DQ-01A
0 years, female, white, stage:Stage IIB, alive, 98 days
8.8
TCGA-E9-A1RI-01A
0 years, female, white, stage:Stage IIIA, alive, 1449 days
8.8
TCGA-A2-A1G1-01A
0 years, female, white, stage:Stage IIB, alive, 584 days
8.8
TCGA-B6-A0RU-01A
0 years, female, white, stage:Stage IA, alive, 8605 days
8.7
TCGA-E9-A1RE-01A
0 years, female, white, stage:Stage IIIA, alive, 1419 days
8.7
TCGA-C8-A12L-01A
0 years, female, asian, stage:Stage IIA, alive, 363 days
8.7
TCGA-A2-A1G6-01A
0 years, female, white, stage:Stage IIIA, alive, 501 days
8.7
TCGA-A2-A0T2-01A
0 years, female, white, stage:Stage IV, dead, 255 days
8.7
TCGA-E2-A1L6-01A
0 years, female, white, stage:Stage IIA, alive, 1648 days
8.6
TCGA-EW-A2FW-01A
0 years, female, white, stage:Stage IIA, alive, 672 days
8.6
TCGA-LL-A5YP-01A
0 years, female, black or african american, stage:Stage IIB, alive, 450 days
8.6
TCGA-D8-A1JE-01A
0 years, female, white, stage:Stage IIA, alive, 575 days
8.5
TCGA-A8-A08T-01A
0 years, female, stage:Stage IV, dead, 3409 days
8.5
TCGA-A2-A0YG-01A
0 years, female, white, stage:Stage IIIC, alive, 666 days
8.5
TCGA-A2-A0CU-01A
0 years, female, white, stage:Stage IIA, dead, 158 days
8.5
TCGA-A7-A0CJ-01A
0 years, female, white, stage:Stage IIA, alive, 931 days
8.5
TCGA-EW-A1P3-01A
0 years, female, white, stage:Stage IIA, alive, 1611 days
8.4
TCGA-A2-A3KC-01A
0 years, female, black or african american, stage:Stage IIB, alive, 1102 days
8.3
TCGA-AR-A2LQ-01A
0 years, female, white, stage:Stage IIB, alive, 1233 days
8.3
TCGA-A8-A08G-01A
0 years, female, stage:Stage IIA, alive, 607 days
8.3
TCGA-OL-A5RX-01A
0 years, female, black or african american, stage:Stage IA, alive, 878 days
8.3
TCGA-BH-A18T-01A
0 years, female, white, stage:Stage IIA, dead, 224 days
8.2
TCGA-EW-A1PA-01A
0 years, female, white, stage:Stage IIB, alive, 575 days
8.2
TCGA-D8-A1XS-01A
0 years, male, white, stage:Stage IIIC, alive, 496 days
8.2
TCGA-C8-A131-01A
0 years, female, asian, stage:Stage IIIA, alive, 411 days
8.2
TCGA-AC-A3YJ-01A
0 years, female, white, stage:Stage IIA, alive, 754 days
8.2
TCGA-D8-A73W-01A
0 years, female, white, stage:Stage IIIA, dead, 385 days
8.2
TCGA-A2-A1FW-01A
0 years, female, white, stage:Stage IIIA, alive, 528 days
8.1
TCGA-AR-A2LK-01A
0 years, female, white, stage:Stage III, dead, 1649 days
8.1
TCGA-A8-A07P-01A
0 years, female, stage:Stage IIB, alive, 334 days
8.1
TCGA-BH-A18P-01A
0 years, female, white, stage:Stage I, dead, 921 days
8.1
TCGA-C8-A12Y-01A
0 years, female, asian, stage:Stage IIB, alive, 1476 days
8.1
TCGA-E9-A22B-01A
0 years, female, white, stage:Stage IA, alive, 1167 days
8.0
TCGA-E9-A3Q9-01A
0 years, female, white, stage:Stage IIIC, alive, 1001 days
7.9
TCGA-S3-A6ZG-01A
0 years, female, black or african american, stage:Stage IIB, alive, 562 days
7.9
TCGA-A2-A0CQ-01A
0 years, female, black or african american, stage:Stage IA, alive, 2695 days
7.9
TCGA-BH-A0H0-01A
0 years, female, white, stage:Stage IA, alive, 461 days
7.9
TCGA-E2-A152-01A
0 years, female, white, stage:Stage I, alive, 2128 days
7.9
TCGA-E9-A1NH-01A
0 years, female, white, stage:Stage IIB, alive, 576 days
7.9
TCGA-A8-A076-01A
0 years, female, stage:Stage IIA, alive, 1642 days
7.8
TCGA-AC-A3YI-01A
0 years, female, white, stage:Stage IIIC, alive, 707 days
7.8
TCGA-C8-A12N-01A
0 years, female, asian, stage:Stage IIA, alive, 358 days
7.8
TCGA-AR-A2LL-01A
0 years, female, white, stage:Stage IIB, alive, 2012 days
7.8
TCGA-OL-A66K-01A
0 years, female, white, stage:Stage IIA, dead, 1275 days
7.7
TCGA-OL-A6VO-01A
0 years, female, black or african american, stage:Stage IA, alive, 858 days
7.7
TCGA-EW-A1J3-01A
0 years, female, white, stage:Stage IA, alive, 504 days
7.7
TCGA-AR-A1AU-01A
0 years, female, white, stage:Stage IIIA, alive, 2868 days
7.7
TCGA-EW-A1P5-01A
0 years, female, white, stage:Stage IIB, alive, 703 days
7.6
TCGA-E2-A1B4-01A
0 years, female, white, stage:Stage IIIA, dead, 1004 days
7.6
TCGA-A8-A09W-01A
0 years, female, stage:Stage IIIB, alive, 30 days
7.6
TCGA-A2-A0T5-01A
0 years, female, white, stage:Stage IIA, alive, 531 days
7.6
TCGA-EW-A1OY-01A
0 years, female, white, stage:Stage IIA, alive, 908 days
7.6
TCGA-S3-AA12-01A
0 years, female, black or african american, stage:Stage IIIA, alive, 574 days
7.5
TCGA-E2-A15O-01A
0 years, female, black or african american, stage:Stage I, alive, 289 days
7.5
TCGA-A2-A1G4-01A
0 years, female, white, stage:Stage IIIA, alive, 595 days
7.5
TCGA-E9-A2JS-01A
0 years, female, white, stage:Stage IIB, dead, 904 days
7.5
TCGA-BH-A0HO-01A
0 years, female, white, stage:Stage IIA, alive, 76 days
7.4
TCGA-PL-A8LY-01A
0 years, female, black or african american, stage:Stage IIB, alive, 8 days
7.4
TCGA-C8-A1HJ-01A
0 years, female, asian, stage:Stage IIA, alive, 5 days
7.4
TCGA-AO-A1KT-01A
0 years, female, white, stage:Stage IIA, alive, 541 days
7.4
TCGA-D8-A73X-01A
0 years, female, white, stage:Stage IIA, alive, 767 days
7.2
TCGA-A2-A0EU-01A
0 years, female, white, stage:Stage IA, alive, 1043 days
7.2
TCGA-A1-A0SQ-01A
0 years, female, white, stage:Stage IIB, alive, 554 days
7.2
TCGA-AC-A2FM-01A
0 years, female, white, stage:Stage IIB, dead, 792 days
7.2
TCGA-AO-A0JB-01A
0 years, female, white, stage:Stage IIIA, alive, 1542 days
7.2
TCGA-A2-A0YT-01A
0 years, female, white, stage:Stage IIIB, dead, 723 days
7.1
TCGA-B6-A0RN-01A
0 years, female, white, stage:Stage IA, alive, 8008 days
7.1
TCGA-BH-A0BO-01A
0 years, female, white, stage:Stage I, alive, 2197 days
7.1
TCGA-A2-A04V-01A
0 years, female, white, stage:Stage IIA, dead, 1920 days
7.1
TCGA-AO-A1KO-01A
0 years, female, white, stage:Stage IIB, alive, 622 days
7.0
TCGA-A8-A092-01A
0 years, female, stage:Stage IIIA, alive, 942 days
7.0
TCGA-BH-A18U-01A
0 years, female, white, stage:Stage IIIA, dead, 1563 days
7.0
TCGA-A8-A0A4-01A
0 years, female, stage:Stage IIA, alive, 396 days
6.9
TCGA-BH-A18G-01A
0 years, female, white, stage:Stage IA, alive, 149 days
6.9
TCGA-AO-A124-01A
0 years, female, white, stage:Stage IIA, alive, 3506 days
6.9
TCGA-D8-A27E-01A
0 years, female, white, stage:Stage IA, alive, 530 days
6.8
TCGA-D8-A1XA-01A
0 years, female, white, stage:Stage IA, alive, 839 days
6.8
TCGA-C8-A1HE-01A
0 years, female, asian, stage:Stage IIA, alive, 375 days
6.8
TCGA-AN-A0XL-01A
0 years, female, white, stage:Stage IIA, alive, 163 days
6.8
TCGA-E2-A1IN-01A
0 years, female, white, stage:Stage I, alive, 675 days
6.7
TCGA-A2-A0ER-01A
0 years, female, white, stage:Stage IB, alive, 2263 days
6.7
TCGA-EW-A6SC-01A
0 years, female, black or african american, stage:Stage IIA, alive, 952 days
6.7
TCGA-AO-A0JM-01A
0 years, female, stage:Stage IIB, alive, 2184 days
6.7
TCGA-B6-A40B-01A
0 years, female, white, stage:Stage I, alive, 3152 days
6.7
TCGA-BH-A0GZ-01A
0 years, female, white, stage:Stage IIA, alive, 328 days
6.7
TCGA-BH-A202-01A
0 years, female, white, stage:Stage II, alive, 795 days
6.7
TCGA-WT-AB44-01A
0 years, female, white, stage:Stage IA, alive, 883 days
6.6
TCGA-AR-A24V-01A
0 years, female, white, stage:Stage IIB, alive, 3203 days
6.6
TCGA-BH-A0HK-01A
0 years, female, white, stage:Stage IIB, alive, 178 days
6.6
TCGA-C8-A1HK-01A
0 years, female, asian, stage:Stage IIB, alive, 366 days
6.6
TCGA-AR-A24W-01A
0 years, female, white, stage:Stage IIB, alive, 1550 days
6.6
TCGA-B6-A2IU-01A
0 years, female, white, stage:Stage IIA, alive, 5176 days
6.5
TCGA-A8-A09B-01A
0 years, female, stage:Stage IIIB, alive, 365 days
6.5
TCGA-D8-A1Y1-01A
0 years, female, white, stage:Stage IIIA, dead, 302 days
6.5
TCGA-E2-A2P6-01A
0 years, female, stage:Stage IIB, alive, 1051 days
6.4
TCGA-AC-A5XU-01A
0 years, female, black or african american, stage:Stage IIB, alive, 455 days
6.4
TCGA-D8-A1J9-01A
0 years, female, white, stage:Stage IA, alive, 532 days
6.4
TCGA-A2-A25C-01A
0 years, female, white, stage:Stage IIB, alive, 523 days
6.4
TCGA-D8-A1XB-01A
0 years, female, white, stage:Stage IIB, alive, 552 days
6.4
TCGA-A2-A0T3-01A
0 years, female, white, stage:Stage IB, alive, 1516 days
6.3
TCGA-D8-A1XT-01A
0 years, female, white, stage:Stage IIA, alive, 506 days
6.3
TCGA-D8-A142-01A
0 years, female, white, stage:Stage IIB, alive, 425 days
6.2
TCGA-A7-A26J-01A
0 years, female, white, stage:Stage IIA, alive, 627 days
6.1
TCGA-A8-A06P-01A
0 years, female, stage:Stage IIIA, alive, 396 days
6.1
TCGA-AN-A0FT-01A
0 years, female, white, stage:Stage IIB, alive, 214 days
6.1
TCGA-AC-A2FG-01A
0 years, female, white, stage:Stage IIB, alive, 1853 days
6.1
TCGA-B6-A0I9-01A
0 years, female, white, stage:Stage IV, dead, 362 days
6.0
TCGA-D8-A1XU-01A
0 years, female, white, stage:Stage IA, alive, 395 days
6.0
TCGA-A8-A09T-01A
0 years, female, stage:'--, alive, 579 days
6.0
TCGA-BH-A1FH-01A
0 years, female, white, stage:Stage IV, dead, 1034 days
6.0
TCGA-D8-A1JJ-01A
0 years, female, white, stage:Stage IIA, alive, 611 days
6.0
TCGA-C8-A273-01A
0 years, female, asian, stage:Stage IIB, alive, 513 days
6.0
TCGA-AN-A04A-01A
0 years, female, white, stage:Stage IIIA, alive, 90 days
6.0
TCGA-EW-A1OW-01A
0 years, female, black or african american, stage:Stage IIA, alive, 694 days
5.9
TCGA-E2-A15G-01A
0 years, female, white, stage:Stage IIA, alive, 554 days
5.9
TCGA-B6-A1KN-01A
0 years, female, white, stage:Stage IIIB, alive, 4233 days
5.8
TCGA-E2-A1BD-01A
0 years, female, white, stage:Stage IIA, alive, 1133 days
5.8
TCGA-C8-A26V-01A
0 years, female, asian, stage:Stage IIIA, alive, 616 days
5.8
TCGA-E2-A14V-01A
0 years, female, white, stage:Stage IIB, alive, 1042 days
5.8
TCGA-GM-A3XG-01A
0 years, female, white, stage:Stage IIIA, alive, 1330 days
5.7
TCGA-AN-A0AS-01A
0 years, female, white, stage:Stage IIIA, alive, 10 days
5.7
TCGA-AN-A0FD-01A
0 years, female, white, stage:Stage IIA, alive, 196 days
5.7
TCGA-AQ-A1H2-01A
0 years, female, white, stage:Stage IIIA, alive, 475 days
5.7
TCGA-A2-A0EM-01A
0 years, female, white, stage:Stage IA, alive, 3094 days
5.6
TCGA-AN-A0XT-01A
0 years, female, white, stage:Stage IIIA, alive, 10 days
5.6
TCGA-E9-A5FL-01A
0 years, female, white, stage:Stage IIB, alive, 24 days
5.6
TCGA-A2-A3XV-01A
0 years, female, black or african american, stage:Stage IIA, alive, 996 days
5.6
TCGA-E2-A56Z-01A
0 years, female, black or african american, stage:Stage IIB, alive, 252 days
5.6
TCGA-D8-A1X5-01A
0 years, female, white, stage:Stage IIIC, alive, 565 days
5.6
TCGA-AR-A24Z-01A
0 years, female, white, stage:Stage IIA, alive, 3001 days
5.6
TCGA-GI-A2C9-01A
0 years, female, black or african american, stage:Stage IIB, alive, 3342 days
5.6
TCGA-C8-A1HO-01A
0 years, female, asian, stage:Stage IIIC, alive, 375 days
5.6
TCGA-E2-A14U-01A
0 years, female, white, stage:Stage I, alive, 1318 days
5.6
TCGA-AR-A256-01A
0 years, female, white, stage:Stage IIA, dead, 2854 days
5.6
TCGA-E2-A1IU-01A
0 years, female, white, stage:Stage IA, alive, 337 days
5.5
TCGA-A7-A0CE-01A
0 years, female, white, stage:Stage IIA, alive, 1074 days
5.5
TCGA-AR-A24N-01A
0 years, female, white, stage:Stage I, alive, 3035 days
5.5
TCGA-D8-A1X6-01A
0 years, female, white, stage:Stage IIIA, alive, 541 days
5.5
TCGA-C8-A12X-01A
0 years, female, asian, stage:Stage IIB, alive, 385 days
5.4
TCGA-E9-A1N6-01A
0 years, female, white, stage:Stage IIB, dead, 678 days
5.4
TCGA-LL-A5YM-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 394 days
5.4
TCGA-AO-A0J5-01A
0 years, female, white, stage:Stage IV, dead, 792 days
5.4
TCGA-A7-A26E-01A
0 years, female, white, stage:Stage IIIA, alive, 954 days
5.4
TCGA-BH-A0DD-01A
0 years, male, white, stage:Stage IIB, alive, 2486 days
5.4
TCGA-D8-A3Z6-01A
0 years, female, white, stage:Stage IIIC, alive, 563 days
5.4
TCGA-A2-A25E-01A
0 years, female, black or african american, stage:Stage IIIA, alive, 3204 days
5.3
TCGA-A8-A09E-01A
0 years, female, stage:Stage IIIB, alive, 1492 days
5.3
TCGA-C8-A1HI-01A
0 years, female, asian, stage:Stage IIIA, alive, 343 days
5.2
TCGA-AN-A0G0-01A
0 years, female, white, stage:Stage IIA, alive, 16 days
5.2
TCGA-E9-A1NG-01A
0 years, female, white, stage:Stage IIA, dead, 786 days
5.2
TCGA-A8-A08C-01A
0 years, female, stage:Stage IIA, alive, 881 days
5.2
TCGA-AO-A0J3-01A
0 years, female, white, stage:Stage IIB, alive, 651 days
5.2
TCGA-A2-A0YF-01A
0 years, female, black or african american, stage:Stage I, alive, 1535 days
5.1
TCGA-3C-AAAU-01A
0 years, female, white, stage:Stage X, alive, 4047 days
5.1
TCGA-AR-A2LE-01A
0 years, female, white, stage:Stage I, alive, 5062 days
5.1
TCGA-BH-A18L-01A
0 years, female, white, stage:Stage IIIA, dead, 811 days
5.1
TCGA-BH-A208-01A
0 years, female, white, stage:Stage IIB, dead, 1759 days
5.0
TCGA-A8-A079-01A
0 years, female, stage:Stage IIIB, alive, 274 days
5.0
TCGA-E2-A1BC-01A
0 years, female, stage:Stage IA, alive, 501 days
5.0
TCGA-EW-A1P6-01A
0 years, female, white, stage:Stage IIB, alive, 562 days
4.9
TCGA-B6-A0X0-01A
0 years, female, white, stage:Stage I, dead, 3945 days
4.9
TCGA-AN-A0AR-01A
0 years, female, white, stage:Stage IIA, alive, 10 days
4.8
TCGA-E2-A158-01A
0 years, female, white, stage:Stage IIA, alive, 450 days
4.8
TCGA-E9-A247-01A
0 years, female, white, stage:Stage IA, alive, 1186 days
4.8
TCGA-D8-A1JI-01A
0 years, female, white, stage:Stage IIA, alive, 577 days
4.7
TCGA-BH-A0B8-01A
0 years, female, white, stage:Stage I, alive, 1569 days
4.7
TCGA-AR-A0TZ-01A
0 years, female, white, stage:'--, dead, 3262 days
4.7
TCGA-AN-A041-01A
0 years, female, white, stage:Stage IIB, alive, 7 days
4.7
TCGA-A7-A13F-01A
0 years, female, white, stage:Stage IIIA, alive, 765 days
4.7
TCGA-AR-A24L-01A
0 years, female, white, stage:Stage IIB, dead, 2866 days
4.7
TCGA-E2-A155-01A
0 years, female, white, stage:Stage IIB, alive, 640 days
4.6
TCGA-E2-A15H-01A
0 years, female, white, stage:Stage IIA, alive, 393 days
4.6
TCGA-D8-A27H-01A
0 years, female, white, stage:Stage IIA, alive, 397 days
4.6
TCGA-A2-A0YE-01A
0 years, female, white, stage:Stage IIB, alive, 554 days
4.6
TCGA-A2-A04W-01A
0 years, female, white, stage:Stage IIB, alive, 3102 days
4.6
TCGA-A1-A0SO-01A
0 years, female, white, stage:Stage IIB, alive, 852 days
4.5
TCGA-C8-A1HN-01A
0 years, female, asian, stage:Stage IIA, alive, 394 days
4.5
TCGA-A2-A0YM-01A
0 years, female, white, stage:Stage IIA, alive, 965 days
4.5
TCGA-C8-A3M8-01A
0 years, female, asian, stage:Stage IA, alive, 394 days
4.5
TCGA-BH-A1FD-01A
0 years, female, white, stage:Stage I, dead, 1009 days
4.4
TCGA-E2-A15T-01A
0 years, female, white, stage:Stage IIA, alive, 1563 days
4.3
TCGA-BH-A1FN-01A
0 years, female, white, stage:Stage IIA, dead, 2192 days
4.3
TCGA-OL-A5RV-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 1062 days
4.3
TCGA-AO-A12E-01A
0 years, female, white, stage:Stage IIB, alive, 2142 days
4.3
TCGA-AC-A6NO-01A
0 years, female, black or african american, stage:Stage IIB, alive, 51 days
4.3
TCGA-AN-A03X-01A
0 years, female, white, stage:Stage IIA, alive, 10 days
4.2
TCGA-D8-A1XY-01A
0 years, female, white, stage:Stage IIA, alive, 503 days
4.2
TCGA-E2-A1IG-01A
0 years, female, white, stage:Stage IIB, alive, 2140 days
4.2
TCGA-EW-A1PG-01A
0 years, female, white, stage:Stage IIB, alive, 1051 days
4.1
TCGA-A7-A4SB-01A
0 years, female, white, stage:Stage IIIA, alive, 418 days
4.1
TCGA-A2-A0D1-01A
0 years, female, white, stage:Stage IIA, alive, 1051 days
4.1
TCGA-E9-A1R6-01A
0 years, female, white, stage:Stage IIA, alive, 339 days
4.1
TCGA-W8-A86G-01A
0 years, female, white, stage:Stage IIA, alive, 347 days
4.1
TCGA-AR-A1AY-01A
0 years, female, white, stage:Stage I, alive, 1026 days
4.1
TCGA-A7-A5ZX-01A
0 years, female, white, stage:Stage IIIC, alive, 336 days
4.1
TCGA-BH-A0HQ-01A
0 years, female, white, stage:Stage IIA, alive, 1121 days
4.0
TCGA-E9-A1RD-01A
0 years, female, white, stage:Stage IIA, alive, 34 days
3.9
TCGA-BH-A18J-01A
0 years, female, white, stage:Stage IV, dead, 612 days
3.9
TCGA-BH-A1F8-01A
0 years, female, white, stage:Stage IIIB, dead, 1 days
3.9
TCGA-E2-A105-01A
0 years, female, white, stage:Stage IIA, alive, 1308 days
3.9
TCGA-BH-A0W4-01A
0 years, female, white, stage:Stage IIA, alive, 759 days
3.9
TCGA-A7-A0DA-01A
0 years, female, white, stage:Stage IIA, alive, 1085 days
3.9
TCGA-AR-A0TY-01A
0 years, female, white, stage:Stage IIA, dead, 1699 days
3.9
TCGA-D8-A1X7-01A
0 years, female, white, stage:Stage IIA, alive, 509 days
3.9
TCGA-AN-A0FK-01A
0 years, female, white, stage:Stage IIIB, alive, 213 days
3.8
TCGA-AN-A0FX-01A
0 years, female, white, stage:Stage IIA, alive, 10 days
3.8
TCGA-E9-A1RB-01A
0 years, female, white, stage:Stage IIA, dead, 976 days
3.8
TCGA-E9-A1NI-01A
0 years, female, white, stage:Stage IIA, alive, 300 days
3.8
TCGA-C8-A26Z-01A
0 years, female, asian, stage:Stage IIA, alive, 470 days
3.7
TCGA-E2-A153-01A
0 years, female, white, stage:Stage IIB, alive, 707 days
3.7
TCGA-E9-A244-01A
0 years, female, white, stage:Stage IIA, alive, 21 days
3.7
TCGA-C8-A1HL-01A
0 years, female, asian, stage:Stage IIIA, alive, 317 days
3.7
TCGA-A7-A0CH-01A
0 years, female, white, stage:Stage IIA, alive, 1079 days
3.7
TCGA-B6-A0RQ-01A
0 years, female, white, stage:Stage IIB, dead, 4267 days
3.6
TCGA-E9-A245-01A
0 years, female, white, stage:Stage IIB, dead, 26 days
3.6
TCGA-D8-A27P-01A
0 years, female, white, stage:Stage IA, alive, 49 days
3.6
TCGA-JL-A3YX-01A
0 years, female, asian, stage:Stage IIA, alive, 352 days
3.6
TCGA-A8-A082-01A
0 years, female, stage:Stage IIB, alive, 549 days
3.6
TCGA-A8-A0AD-01A
0 years, female, stage:Stage I, alive, 1157 days
3.6
TCGA-A1-A0SJ-01A
0 years, female, black or african american, stage:Stage IIIA, alive, 416 days
3.6
TCGA-E9-A54Y-01A
0 years, female, white, stage:Stage IIIA, alive, 725 days
3.5
TCGA-A1-A0SH-01A
0 years, female, white, stage:Stage IIA, alive, 1437 days
3.5
TCGA-D8-A1JA-01A
0 years, female, white, stage:'--, alive, 502 days
3.5
TCGA-A7-A0CD-01A
0 years, female, white, stage:Stage I, alive, 1165 days
3.5
TCGA-E2-A1IL-01A
0 years, female, white, stage:Stage IIA, alive, 118 days
3.4
TCGA-OL-A66O-01A
0 years, female, black or african american, stage:Stage IIB, alive, 528 days
3.3
TCGA-BH-A201-01A
0 years, female, white, stage:Stage IA, alive, 856 days
3.3
TCGA-A8-A07L-01A
0 years, female, stage:Stage IIIA, alive, 975 days
3.3
TCGA-BH-A18S-01A
0 years, female, white, stage:Stage I, dead, 2009 days
3.2
TCGA-C8-A27A-01A
0 years, female, asian, stage:Stage IIB, alive, 747 days
3.2
TCGA-AO-A0JL-01A
0 years, female, white, stage:Stage IIIA, alive, 1683 days
3.1
TCGA-A7-A3IY-01A
0 years, female, white, stage:Stage I, alive, 345 days
3.1
TCGA-BH-A0HY-01A
0 years, female, white, stage:Stage I, alive, 1545 days
3.1
TCGA-A2-A3KD-01A
0 years, female, white, stage:Stage IIIA, alive, 1206 days
3.1
TCGA-E9-A1R7-01A
0 years, female, white, stage:Stage IIA, alive, 1467 days
3.1
TCGA-AR-A2LR-01A
0 years, female, white, stage:Stage I, alive, 1742 days
3.0
TCGA-B6-A0RO-01A
0 years, female, white, stage:Stage IIIB, alive, 4929 days
3.0
TCGA-B6-A0IB-01A
0 years, female, white, stage:Stage IV, dead, 3941 days
3.0
TCGA-A2-A4S0-01A
0 years, female, white, stage:Stage IIA, alive, 706 days
3.0
TCGA-D8-A27F-01A
0 years, female, white, stage:Stage IIA, alive, 488 days
3.0
TCGA-A7-A13E-01A
0 years, female, white, stage:Stage IIB, dead, 614 days
3.0
TCGA-E2-A10A-01A
0 years, female, white, stage:Stage IIB, alive, 1229 days
3.0
TCGA-BH-A18N-01A
0 years, female, white, stage:Stage IIA, dead, 468 days
3.0
TCGA-EW-A6S9-01A
0 years, female, black or african american, stage:Stage IIA, alive, 463 days
3.0
TCGA-E9-A226-01A
0 years, female, white, stage:Stage IIIA, dead, 1048 days
3.0
TCGA-EW-A1PH-01A
0 years, female, white, stage:Stage IIA, alive, 607 days
2.9
TCGA-B6-A0IE-01A
0 years, female, black or african american, stage:Stage IIIA, dead, 1993 days
2.9
TCGA-AO-A03P-01A
0 years, female, black or african american, stage:Stage IIB, dead, 2911 days
2.9
TCGA-EW-A1OZ-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1229 days
2.9
TCGA-E9-A5UP-01A
0 years, female, white, stage:Stage IIA, alive, 803 days
2.9
TCGA-BH-A1FG-01A
0 years, female, white, stage:Stage I, dead, 577 days
2.9
TCGA-A2-A0CT-01A
0 years, female, white, stage:Stage IIA, alive, 2289 days
2.9
TCGA-AO-A12B-01A
0 years, female, white, stage:Stage IIA, alive, 2989 days
2.8
TCGA-A8-A07S-01A
0 years, female, stage:Stage IIA, alive, 243 days
2.7
TCGA-AR-A1AV-01A
0 years, male, white, stage:Stage IIB, alive, 1864 days
2.7
TCGA-E2-A15S-01A
0 years, female, white, stage:Stage IIB, alive, 428 days
2.7
TCGA-E2-A15E-01A
0 years, female, white, stage:Stage IIA, alive, 630 days
2.7
TCGA-E9-A1N8-01A
0 years, female, white, stage:Stage IIA, alive, 1039 days
2.7
TCGA-A8-A086-01A
0 years, female, stage:Stage IIA, alive, 396 days
2.7
TCGA-EW-A424-01A
0 years, female, white, stage:Stage IIIA, alive, 715 days
2.7
TCGA-AN-A04D-01A
0 years, female, white, stage:Stage IIB, alive, 52 days
2.7
TCGA-BH-A1F5-01A
0 years, female, white, stage:Stage IIA, dead, 2712 days
2.7
TCGA-AN-A0FL-01A
0 years, female, white, stage:Stage IIA, alive, 231 days
2.6
TCGA-BH-A1EN-01A
0 years, female, white, stage:Stage IIA, dead, 2127 days
2.6
TCGA-AO-A0J7-01A
0 years, female, white, stage:Stage IIB, alive, 618 days
2.6
TCGA-OL-A6VR-01A
0 years, female, black or african american, stage:Stage IA, alive, 1220 days
2.6
TCGA-AN-A0XR-01A
0 years, female, white, stage:Stage IIIA, alive, 10 days
2.5
TCGA-D8-A1XD-01A
0 years, female, white, stage:Stage IIIA, alive, 522 days
2.5
TCGA-BH-A1ES-01A
0 years, female, white, stage:Stage IIB, dead, 3462 days
2.4
TCGA-A8-A06Q-01A
0 years, female, stage:Stage IIIA, alive, 31 days
2.4
TCGA-E9-A1R5-01A
0 years, female, white, stage:Stage IA, alive, 92 days
2.4
TCGA-EW-A1PD-01A
0 years, male, white, stage:Stage IIA, alive, 424 days
2.4
TCGA-E2-A1IE-01A
0 years, female, white, stage:Stage IIB, alive, 2362 days
2.4
TCGA-AN-A0XP-01A
0 years, female, white, stage:Stage IIIA, alive, 9 days
2.4
TCGA-A7-A3IZ-01A
0 years, female, white, stage:Stage IIA, alive, 322 days
2.3
TCGA-B6-A0RG-01A
0 years, female, white, stage:Stage IIB, alive, 2082 days
2.3
TCGA-E2-A572-01A
0 years, female, black or african american, stage:Stage IIIA, alive, 1208 days
2.3
TCGA-OL-A5RZ-01A
0 years, female, black or african american, stage:Stage IA, alive, 679 days
2.3
TCGA-BH-A1F2-01A
0 years, female, white, stage:Stage IIIB, dead, 959 days
2.2
TCGA-AR-A24M-01A
0 years, female, white, stage:Stage IIIA, alive, 3660 days
2.2
TCGA-E9-A228-01A
0 years, female, white, stage:Stage IIB, alive, 1285 days
2.2
TCGA-AO-A1KP-01A
0 years, female, white, stage:Stage IIA, alive, 2953 days
2.2
TCGA-E2-A1LS-01A
0 years, female, white, stage:Stage IA, alive, 1604 days
2.2
TCGA-D8-A1XF-01A
0 years, female, white, stage:Stage IIA, alive, 463 days
2.2
TCGA-A8-A09V-01A
0 years, female, stage:Stage IIA, alive, 457 days
2.2
TCGA-A7-A0D9-01A
0 years, female, white, stage:Stage IIA, alive, 1139 days
2.2
TCGA-BH-A5IZ-01A
0 years, female, black or african american, stage:Stage IIB, alive, 567 days
2.1
TCGA-BH-A0HL-01A
0 years, female, white, stage:Stage IIB, alive, 72 days
2.1
TCGA-B6-A1KI-01A
0 years, female, white, stage:Stage I, alive, 2236 days
2.1
TCGA-B6-A402-01A
0 years, female, black or african american, stage:Stage I, alive, 2281 days
2.1
TCGA-AQ-A54N-01A
0 years, female, black or african american, stage:Stage IIA, alive, 78 days
2.1
TCGA-BH-A1FJ-01A
0 years, female, white, stage:Stage IIIA, dead, 1927 days
2.1
TCGA-S3-AA11-01A
0 years, female, black or african american, stage:Stage IIA, alive, 421 days
2.1
TCGA-D8-A1XJ-01A
0 years, female, white, stage:Stage IIIA, alive, 664 days
2.0
TCGA-AR-A24K-01A
0 years, female, white, stage:Stage IIA, alive, 1548 days
2.0
TCGA-A2-A0D4-01A
0 years, female, black or african american, stage:Stage IIB, alive, 767 days
2.0
TCGA-D8-A1XR-01A
0 years, female, white, stage:Stage IIB, alive, 482 days
2.0
TCGA-C8-A274-01A
0 years, female, asian, stage:Stage IIA, alive, 508 days
2.0
TCGA-UL-AAZ6-01A
0 years, female, black or african american, stage:Stage IIA, alive, 518 days
1.9
TCGA-E9-A1RH-01A
0 years, female, white, stage:Stage IIA, alive, 1417 days
1.9
TCGA-A8-A084-01A
0 years, female, stage:Stage IIB, alive, 458 days
1.9
TCGA-E2-A14Y-01A
0 years, female, white, stage:Stage IIA, alive, 2109 days
1.8
TCGA-B6-A0IM-01A
0 years, female, black or african american, stage:Stage IIB, dead, 3873 days
1.8
TCGA-A2-A1FV-01A
0 years, female, white, stage:Stage IIB, alive, 714 days
1.7
TCGA-E2-A15L-01A
0 years, female, black or african american, stage:Stage IIA, alive, 626 days
1.7
TCGA-AR-A1AH-01A
0 years, female, white, stage:Stage IIB, alive, 3807 days
1.7
TCGA-A8-A07R-01A
0 years, female, stage:Stage IIIC, alive, 273 days
1.7
TCGA-BH-A1EV-01A
0 years, female, white, stage:Stage IIIA, dead, 365 days
1.7
TCGA-B6-A0WZ-01A
0 years, female, black or african american, stage:Stage II, alive, 6292 days
1.7
TCGA-E2-A106-01A
0 years, female, asian, stage:Stage IB, alive, 2541 days
1.7
TCGA-AO-A12C-01A
0 years, female, white, stage:Stage IIB, alive, 2372 days
1.7
TCGA-A2-A0YJ-01A
0 years, female, white, stage:Stage IIIA, alive, 566 days
1.7
TCGA-B6-A0I8-01A
0 years, female, white, stage:Stage X, dead, 749 days
1.7
TCGA-A7-A6VW-01A
0 years, female, black or african american, stage:Stage IIA, alive, 285 days
1.7
TCGA-AC-A7VC-01A
0 years, female, white, stage:Stage IIB, alive, 1 days
1.6
TCGA-B6-A0RE-01A
0 years, female, black or african american, stage:Stage X, alive, 7777 days
1.6
TCGA-GM-A2DM-01A
0 years, female, white, stage:Stage IIA, alive, 3226 days
1.6
TCGA-BH-A0HN-01A
0 years, female, white, stage:Stage IA, alive, 516 days
1.6
TCGA-C8-A12Z-01A
0 years, female, asian, stage:Stage IIB, alive, 382 days
1.6
TCGA-BH-A0E1-01A
0 years, female, white, stage:Stage IIB, alive, 477 days
1.6
TCGA-AN-A0FS-01A
0 years, female, white, stage:Stage IA, alive, 210 days
1.6
TCGA-AC-A23E-01A
0 years, female, white, stage:Stage IIB, alive, 698 days
1.6
TCGA-BH-A0E7-01A
0 years, female, white, stage:Stage IIB, alive, 1363 days
1.6
TCGA-AC-A8OR-01A
0 years, female, white, stage:Stage IA, alive, 40 days
1.5
TCGA-A2-A04U-01A
0 years, female, white, stage:Stage IIA, alive, 2654 days
1.4
TCGA-AN-A0FZ-01A
0 years, female, white, stage:Stage IIIA, alive, 10 days
1.4
TCGA-E9-A1N3-01A
0 years, female, white, stage:Stage IIIA, alive, 1059 days
1.4
TCGA-C8-A137-01A
0 years, female, asian, stage:Stage IIB, alive, 379 days
1.4
TCGA-B6-A0I1-01A
0 years, female, black or african american, stage:Stage IIA, dead, 2361 days
1.4
TCGA-A2-A3XU-01A
0 years, female, black or african american, stage:Stage IIB, dead, 912 days
1.4
TCGA-AC-A7VB-01A
0 years, female, black or african american, stage:Stage IIA, alive, 250 days
1.3
TCGA-A8-A08O-01A
0 years, female, stage:Stage IV, alive, 943 days
1.3
TCGA-A8-A093-01A
0 years, female, stage:Stage IIA, alive, 546 days
1.3
TCGA-D8-A1JS-01A
0 years, female, white, stage:Stage IA, alive, 371 days
1.3
TCGA-LL-A740-01A
0 years, female, black or african american, stage:Stage IA, alive, 441 days
1.2
TCGA-E2-A154-01A
0 years, female, white, stage:Stage I, alive, 591 days
1.2
TCGA-A1-A0SK-01A
0 years, female, asian, stage:Stage IIA, dead, 967 days
1.2
TCGA-B6-A0RI-01A
0 years, female, white, stage:Stage IIIB, alive, 7126 days
1.1
TCGA-BH-A8FY-01A
0 years, female, white, stage:Stage IA, dead, 295 days
1.1
TCGA-A8-A0AB-01A
0 years, female, stage:Stage IIA, alive, 518 days
1.1
TCGA-AO-A12F-01A
0 years, female, white, stage:Stage IIA, alive, 1842 days
1.1
TCGA-A1-A0SM-01A
0 years, male, white, stage:Stage IIA, alive, 242 days
1.0
TCGA-AN-A0XO-01A
0 years, female, white, stage:Stage IIIA, alive, 375 days
1.0
TCGA-V7-A7HQ-01A
0 years, female, black or african american, stage:Stage IIIA, alive, 2033 days
1.0
TCGA-B6-A0IA-01A
0 years, female, white, stage:Stage IIA, alive, 8391 days
1.0
TCGA-D8-A1XV-01A
0 years, female, white, stage:Stage IIA, alive, 461 days
0.9
TCGA-AQ-A0Y5-01A
0 years, female, white, stage:Stage IIIA, dead, 172 days
0.9
TCGA-A1-A0SB-01A
0 years, female, white, stage:Stage I, alive, 259 days
0.8
TCGA-E2-A570-01A
0 years, female, black or african american, stage:Stage IB, alive, 931 days
0.8
TCGA-AN-A0FV-01A
0 years, female, white, stage:Stage IIA, alive, 10 days
0.8
TCGA-E2-A15J-01A
0 years, female, white, stage:Stage I, alive, 1640 days
0.8
TCGA-BH-A0H6-01A
0 years, female, white, stage:Stage I, alive, 747 days
0.8
TCGA-A7-A5ZV-01A
0 years, female, black or african american, stage:Stage IIA, alive, 368 days
0.8
TCGA-A8-A06Y-01A
0 years, female, stage:Stage IIA, alive, 791 days
0.8
TCGA-D8-A1XC-01A
0 years, female, white, stage:Stage IIIB, dead, 377 days
0.7
TCGA-A8-A06Z-01A
0 years, female, stage:Stage IIB, alive, 31 days
0.7
TCGA-E2-A156-01A
0 years, female, white, stage:Stage I, alive, 726 days
0.7
TCGA-AO-A12H-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1234 days
0.6
TCGA-AR-A1AS-01A
0 years, female, asian, stage:Stage IIB, alive, 1150 days
0.6
TCGA-EW-A6SA-01A
0 years, male, black or african american, stage:Stage II, alive, 510 days
0.6
TCGA-E2-A15R-01A
0 years, female, white, stage:Stage IIA, alive, 1732 days
0.6
TCGA-E2-A14W-01A
0 years, male, white, stage:Stage IIA, alive, 974 days
0.6
TCGA-D8-A1JT-01A
0 years, female, white, stage:Stage IIA, alive, 405 days
0.6
TCGA-A7-A3RF-01A
0 years, female, white, stage:Stage IIA, alive, 408 days
0.6
TCGA-B6-A0X4-01A
0 years, female, white, stage:Stage IIB, dead, 860 days
0.6
TCGA-A2-A0CL-01A
0 years, female, black or african american, stage:Stage IIIA, alive, 3015 days
0.5
TCGA-D8-A13Y-01A
0 years, female, white, stage:Stage IA, alive, 1728 days
0.5
TCGA-A2-A3XW-01A
0 years, female, black or african american, stage:Stage IIB, alive, 1712 days
0.4
TCGA-E2-A573-01A
0 years, female, black or african american, stage:Stage IA, alive, 1062 days
0.4
TCGA-B6-A0RL-01A
0 years, female, black or african american, stage:Stage IIA, dead, 2469 days
0.4
TCGA-BH-A204-01A
0 years, female, white, stage:Stage IIB, dead, 2534 days
0.4
TCGA-D8-A1XG-01A
0 years, female, white, stage:Stage IIIB, alive, 448 days
0.4
TCGA-UU-A93S-01A
0 years, female, black or african american, stage:Stage IV, dead, 116 days
0.3
TCGA-LQ-A4E4-01A
0 years, female, white, stage:Stage IIIA, alive, 849 days
0.3
TCGA-A7-A0DC-01A
0 years, female, white, stage:Stage IA, alive, 906 days
0.3
TCGA-BH-A0HW-01A
0 years, female, asian, stage:Stage IA, alive, 1561 days
0.3
TCGA-AR-A0TP-01A
0 years, female, white, stage:Stage IIA, alive, 4275 days
0.3
TCGA-EW-A1OX-01A
0 years, female, white, stage:Stage IIA, alive, 911 days
0.2
TCGA-E9-A54X-01A
0 years, female, white, stage:Stage IA, alive, 727 days
0.2
TCGA-A2-A3Y0-01A
0 years, female, black or african american, stage:Stage IIB, alive, 1546 days
0.2
TCGA-AO-A0J4-01A
0 years, female, black or african american, stage:Stage IA, alive, 1587 days
0.2
TCGA-GM-A2DF-01A
0 years, female, black or african american, stage:Stage IIA, alive, 2155 days
0.2
TCGA-E9-A5UO-01A
0 years, female, white, stage:Stage IIA, alive, 785 days
0.2
TCGA-E9-A1RC-01A
0 years, female, white, stage:Stage IIIC, alive, 1224 days
0.1
TCGA-E2-A574-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1179 days
0.0
TCGA-AO-A125-01A
0 years, female, black or african american, stage:Stage IIA, alive, 3456 days
0.0
TCGA-S3-AA17-01A
0 years, female, black or african american, stage:Stage IIB, alive, 424 days
0.0
TCGA-A2-A3XT-01A
0 years, female, black or african american, stage:Stage IIB, alive, 2770 days
0.0
TCGA-A2-A25B-01A
0 years, female, black or african american, stage:Stage IIB, alive, 1291 days
0.0
TCGA-LL-A442-01A
0 years, female, black or african american, stage:Stage IIA, alive, 889 days
0.0
TCGA-AC-A62X-01A
0 years, female, black or african american, stage:Stage IIA, alive, 417 days
0.0
TCGA-AC-A2BM-01A
0 years, female, black or african american, stage:Stage IIB, alive, 3022 days
0.0
TCGA-AC-A8OQ-01A
0 years, female, black or african american, stage:Stage IIB, alive, 34 days
0.0
TCGA-GM-A2DD-01A
0 years, female, white, stage:Stage I, alive, 2282 days
0.0
TCGA-BH-A0AV-01A
0 years, female, black or african american, stage:Stage I, alive, 1820 days
0.0
TCGA-E2-A1LL-01A
0 years, female, black or african american, stage:Stage IIIA, alive, 1309 days
0.0
TCGA-AC-A3BB-01A
0 years, female, black or african american, stage:Stage IIIA, alive, 987 days
0.0
TCGA-E2-A1LB-01A
0 years, female, black or african american, stage:Stage IIB, alive, 2306 days
0.0
TCGA-BH-A0E2-01A
0 years, female, black or african american, stage:Stage IIIA, alive, 435 days
0.0
TCGA-B6-A0RH-01A
0 years, female, black or african american, stage:Stage IIA, dead, 6456 days
0.0
TCGA-A7-A56D-01A
0 years, female, black or african american, stage:Stage IIA, alive, 448 days
0.0
TCGA-LL-A6FR-01A
0 years, female, black or african american, stage:Stage IIA, alive, 489 days
0.0
TCGA-A7-A26G-01A
0 years, female, black or african american, stage:Stage IIA, alive, 722 days
0.0
TCGA-BH-A5J0-01A
0 years, female, black or african american, stage:Stage IA, alive, 715 days
0.0
TCGA-B6-A0WW-01A
0 years, female, black or african american, stage:Stage X, dead, 558 days
0.0
TCGA-OL-A66I-01A
0 years, female, black or african american, stage:Stage IIA, alive, 714 days
0.0
TCGA-B6-A0WV-01A
0 years, female, white, stage:Stage IIB, dead, 2417 days
0.0
TCGA-PL-A8LX-01A
0 years, female, black or african american, stage:Stage IV, alive, 5 days
0.0
TCGA-B6-A409-01A
0 years, female, black or african american, stage:Stage IIIA, dead, 573 days
0.0
TCGA-OK-A5Q2-01A
0 years, female, stage:Stage II, alive, 64 days
0.0
TCGA-5T-A9QA-01A
0 years, female, black or african american, stage:Stage IIA, alive, 303 days
0.0
TCGA-A2-A3XS-01A
0 years, female, black or african american, stage:Stage IIIA, dead, 1032 days
0.0
TCGA-A7-A4SE-01A
0 years, female, black or african american, stage:Stage IIA, alive, 644 days
0.0
TCGA-LL-A441-01A
0 years, female, black or african american, stage:Stage IA, alive, 996 days
0.0
TCGA-E2-A1LK-01A
0 years, female, black or african american, stage:Stage IIIC, dead, 266 days
0.0
TCGA-A7-A6VX-01A
0 years, female, black or african american, stage:Stage IIA, alive, 317 days
0.0
TCGA-BH-A42T-01A
0 years, female, black or african american, stage:Stage IIA, dead, 320 days
0.0
TCGA-AQ-A54O-01A
0 years, male, black or african american, stage:Stage IIA, alive, 1001 days
0.0
TCGA-A7-A13D-01A
0 years, female, black or african american, stage:Stage IIA, alive, 965 days
0.0
TCGA-EW-A6SD-01A
0 years, female, black or african american, stage:Stage IIB, alive, 1010 days
0.0
TCGA-B6-A0X5-01A
0 years, female, black or african american, stage:Stage IIB, dead, 2097 days
0.0
TCGA-LL-A73Z-01A
0 years, female, black or african american, stage:Stage IV, dead, 227 days
0.0
TCGA-LL-A7SZ-01A
0 years, female, black or african american, stage:Stage IIB, alive, 594 days
0.0
TCGA-S3-AA0Z-01A
0 years, female, black or african american, stage:Stage IIB, alive, 629 days
0.0
TCGA-S3-AA14-01A
0 years, female, black or african american, stage:Stage I, alive, 529 days
0.0
TCGA-A2-A0D0-01A
0 years, female, black or african american, stage:Stage IIA, alive, 2048 days
0.0
TCGA-AC-A2BK-01A
0 years, female, black or african american, stage:Stage IIIA, alive, 2222 days
0.0
TCGA-A2-A04R-01A
0 years, female, black or african american, stage:Stage IA, alive, 3709 days
0.0
TCGA-AC-A62V-01A
0 years, male, black or african american, stage:Stage IV, dead, 348 days
0.0
TCGA-AC-A8OP-01A
0 years, female, black or african american, stage:Stage IA, alive, 614 days
0.0
TCGA-LL-A7T0-01A
0 years, female, black or african american, stage:Stage IIB, alive, 376 days
0.0
TCGA-OL-A5RW-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1106 days
0.0
TCGA-A8-A085-01A
0 years, male, stage:Stage IIB, alive, 1124 days
0.0
TCGA-LL-A6FQ-01A
0 years, female, black or african american, stage:Stage IIIA, alive, 80 days
0.0
TCGA-BH-A0EI-01A
0 years, female, white, stage:Stage IIA, alive, 1926 days
0.0
TCGA-A2-A0CY-01A
0 years, female, white, stage:Stage IIB, alive, 1673 days
0.0
Show allShow less
BREAST INVASIVE CARCINOMA (VALIDATION) - 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
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
Survival analysis data not available.
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.