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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.
IGKJ1 is potential prognostic, high expression is favorable 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.
: 2.33
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
0.0000020
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.
85%
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.
76%
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
663.0
Number of samples
1022
Samples
Sample
Description
TPM
TCGA-A8-A08X-01A
43 years, female, stage:Stage IIIC, alive, 1308 days
21592.6
TCGA-A2-A0SX-01A
48 years, female, white, stage:Stage IA, alive, 1534 days
11881.8
TCGA-AC-A8OQ-01A
72 years, female, black or african american, stage:Stage IIB, alive, 34 days
10684.4
TCGA-D8-A1XQ-01A
69 years, female, white, stage:Stage IIA, alive, 499 days
10340.2
TCGA-E9-A248-01A
51 years, female, white, stage:Stage IIA, alive, 59 days
10317.6
TCGA-EW-A6SB-01A
62 years, female, black or african american, stage:Stage II, alive, 760 days
9007.8
TCGA-AR-A1AQ-01A
49 years, female, white, stage:Stage IIA, alive, 3021 days
8138.5
TCGA-S3-AA15-01A
51 years, female, black or african american, stage:Stage IIB, alive, 525 days
7867.4
TCGA-E2-A14X-01A
55 years, female, black or african american, stage:Stage IIIA, alive, 972 days
7380.5
TCGA-AR-A24U-01A
47 years, female, white, stage:Stage IIA, alive, 3128 days
7322.3
TCGA-A7-A6VY-01A
48 years, female, black or african american, stage:Stage IIB, alive, 266 days
6882.9
TCGA-B6-A3ZX-01A
50 years, female, black or african american, stage:Stage IV, dead, 1152 days
6733.6
TCGA-BH-A1FC-01A
78 years, female, black or african american, stage:Stage IIA, dead, 3472 days
6368.1
TCGA-OL-A66P-01A
75 years, female, black or african american, stage:Stage IIA, alive, 428 days
6179.2
TCGA-B6-A0IH-01A
81 years, female, white, stage:Stage IIIA, dead, 2965 days
6160.9
TCGA-A2-A0SW-01A
82 years, female, white, stage:Stage IV, dead, 1365 days
6108.0
TCGA-GM-A2DN-01A
58 years, female, white, stage:Stage IIA, alive, 3091 days
5606.0
TCGA-BH-A1F0-01A
80 years, female, white, stage:Stage IIA, dead, 785 days
5589.4
TCGA-C8-A278-01A
61 years, female, asian, stage:Stage IIIA, alive, 297 days
5585.6
TCGA-A8-A0A7-01A
57 years, female, stage:Stage IIB, alive, 30 days
5526.9
TCGA-EW-A3U0-01A
61 years, female, black or african american, stage:Stage IIIA, alive, 532 days
5395.3
TCGA-E9-A1NC-01A
61 years, female, white, stage:Stage IIB, alive, 1203 days
5372.9
TCGA-D8-A142-01A
74 years, female, white, stage:Stage IIB, alive, 425 days
5160.4
TCGA-BH-A0H5-01A
45 years, female, white, stage:Stage I, alive, 1620 days
4969.3
TCGA-AO-A12D-01A
43 years, female, white, stage:Stage IIA, alive, 2515 days
4925.5
TCGA-GM-A2DF-01A
53 years, female, black or african american, stage:Stage IIA, alive, 2155 days
4549.1
TCGA-D8-A73U-01A
88 years, female, white, stage:Stage IIA, alive, 492 days
4318.2
TCGA-A7-A4SD-01A
52 years, female, black or african american, stage:Stage IIA, alive, 441 days
4260.6
TCGA-C8-A12W-01A
49 years, female, asian, stage:Stage IIIB, alive, 385 days
4205.6
TCGA-LL-A7SZ-01A
49 years, female, black or african american, stage:Stage IIB, alive, 594 days
4087.0
TCGA-AR-A252-01A
50 years, female, white, stage:Stage I, alive, 2838 days
4076.6
TCGA-B6-A0RT-01A
39 years, female, white, stage:Stage IIIA, alive, 2721 days
4045.4
TCGA-C8-A12V-01A
55 years, female, asian, stage:Stage IIA, alive, 385 days
3980.3
TCGA-A8-A07U-01A
66 years, female, stage:Stage IIIA, alive, 760 days
3887.6
TCGA-EW-A1IZ-01A
53 years, female, white, stage:Stage IIIA, alive, 554 days
3869.5
TCGA-PE-A5DE-01A
41 years, female, white, stage:Stage IIA, alive, 2645 days
3794.1
TCGA-A2-A0CL-01A
37 years, female, black or african american, stage:Stage IIIA, alive, 3015 days
3725.3
TCGA-A2-A04Q-01A
48 years, female, white, stage:Stage IA, alive, 2385 days
3583.5
TCGA-AN-A0XS-01A
63 years, female, white, stage:Stage IIIA, alive, 10 days
3553.9
TCGA-A2-A0EQ-01A
64 years, female, black or african american, stage:Stage IIA, alive, 2426 days
3505.8
TCGA-AR-A0TT-01A
53 years, female, black or african american, stage:Stage IIIA, alive, 3316 days
3382.7
TCGA-LD-A7W6-01A
54 years, female, white, stage:Stage IIB, alive, 404 days
3365.3
TCGA-C8-A26X-01A
58 years, female, asian, stage:Stage IIA, alive, 376 days
3360.3
TCGA-A7-A26G-01A
50 years, female, black or african american, stage:Stage IIA, alive, 722 days
3287.8
TCGA-EW-A6SD-01A
32 years, female, black or african american, stage:Stage IIB, alive, 1010 days
3224.6
TCGA-BH-A18H-01A
63 years, female, white, stage:Stage IA, alive, 652 days
3207.6
TCGA-D8-A27W-01A
55 years, female, white, stage:Stage IIIB, alive, 373 days
3177.2
TCGA-B6-A0IE-01A
38 years, female, black or african american, stage:Stage IIIA, dead, 1993 days
3160.9
TCGA-OL-A5RU-01A
63 years, female, black or african american, stage:Stage IIA, alive, 1219 days
3154.0
TCGA-S3-AA17-01A
64 years, female, black or african american, stage:Stage IIB, alive, 424 days
3148.3
TCGA-A8-A08R-01A
52 years, female, stage:Stage IIB, alive, 30 days
3122.1
TCGA-PL-A8LZ-01A
29 years, female, black or african american, stage:Stage IIIB, alive, 302 days
3109.1
TCGA-AR-A1AW-01A
65 years, female, white, stage:Stage IIA, alive, 2632 days
3107.4
TCGA-C8-A8HP-01A
59 years, female, asian, stage:Stage IIIA, alive, 396 days
3089.9
TCGA-A2-A25F-01A
66 years, female, white, stage:Stage IIA, alive, 322 days
3058.7
TCGA-A8-A075-01A
42 years, female, stage:Stage IIB, alive, 518 days
3024.8
TCGA-A8-A09X-01A
62 years, female, stage:Stage IIIC, dead, 426 days
3021.7
TCGA-D8-A145-01A
80 years, female, white, stage:Stage IIA, alive, 410 days
2952.3
TCGA-A8-A08I-01A
53 years, female, stage:Stage IIA, alive, 365 days
2949.0
TCGA-BH-A0AW-01A
56 years, female, white, stage:Stage IIA, alive, 622 days
2932.3
TCGA-BH-A209-01A
77 years, female, black or african american, stage:Stage I, dead, 3959 days
2882.6
TCGA-BH-A0B3-01A
53 years, female, white, stage:Stage IIB, alive, 1203 days
2784.5
TCGA-A2-A0YI-01A
62 years, female, white, stage:Stage I, alive, 1505 days
2635.5
TCGA-BH-A0BW-01A
71 years, female, black or african american, stage:Stage I, alive, 2371 days
2599.4
TCGA-AC-A6IX-01A
49 years, female, white, stage:Stage IIIC, alive, 373 days
2591.7
TCGA-EW-A1PE-01A
56 years, female, white, stage:Stage IIA, alive, 320 days
2589.7
TCGA-A2-A0ST-01A
62 years, female, white, stage:Stage IIA, alive, 3017 days
2555.7
TCGA-B6-A408-01A
55 years, female, black or african american, stage:Stage IIIC, alive, 2072 days
2475.0
TCGA-A2-A3XX-01A
49 years, female, black or african american, stage:Stage IIA, dead, 1439 days
2448.3
TCGA-S3-AA10-01A
65 years, female, black or african american, stage:Stage IIA, alive, 586 days
2421.8
TCGA-BH-A0BG-01A
73 years, female, white, stage:Stage I, alive, 1871 days
2248.1
TCGA-C8-A12P-01A
55 years, female, asian, stage:Stage IIB, alive, 358 days
2235.0
TCGA-A8-A09K-01A
68 years, female, stage:Stage IIA, alive, 912 days
2227.2
TCGA-E9-A243-01A
52 years, female, white, stage:Stage IIA, alive, 612 days
2210.8
TCGA-E2-A15L-01A
65 years, female, black or african american, stage:Stage IIA, alive, 626 days
2182.8
TCGA-AR-A1AI-01A
47 years, female, white, stage:Stage IIA, alive, 3296 days
2134.2
TCGA-D8-A140-01A
62 years, female, white, stage:Stage IIB, alive, 403 days
2093.8
TCGA-B6-A0IJ-01A
42 years, female, black or african american, stage:Stage IIB, alive, 7106 days
2070.2
TCGA-B6-A0IQ-01A
40 years, female, white, stage:Stage IIIA, alive, 4285 days
2069.6
TCGA-A2-A1G0-01A
49 years, female, white, stage:Stage IIB, alive, 616 days
2055.3
TCGA-E2-A14R-01A
62 years, female, white, stage:Stage IIA, alive, 1174 days
2049.6
TCGA-A2-A3XZ-01A
46 years, female, black or african american, stage:Stage I, alive, 1532 days
2025.5
TCGA-A8-A07C-01A
57 years, female, stage:Stage IIA, alive, 1034 days
1989.5
TCGA-D8-A1JB-01A
54 years, female, white, stage:Stage IIB, alive, 1688 days
1986.2
TCGA-GM-A3XL-01A
49 years, female, black or african american, stage:Stage IIA, alive, 2108 days
1959.5
TCGA-BH-A0E6-01A
69 years, female, white, stage:Stage IA, alive, 293 days
1904.2
TCGA-BH-A0B6-01A
47 years, female, white, stage:Stage I, alive, 2483 days
1838.2
TCGA-LL-A5YO-01A
50 years, female, black or african american, stage:Stage IA, alive, 440 days
1830.5
TCGA-A2-A0T1-01A
55 years, female, american indian or alaska native, stage:Stage IIIC, alive, 521 days
1828.9
TCGA-OL-A5RY-01A
52 years, female, black or african american, stage:Stage IIA, alive, 752 days
1824.1
TCGA-AC-A2FF-01A
40 years, female, asian, stage:Stage IIB, alive, 2759 days
1808.0
TCGA-A2-A0CV-01A
41 years, female, asian, stage:Stage IIB, alive, 3011 days
1772.7
TCGA-BH-A0W5-01A
77 years, female, white, stage:Stage IIA, alive, 1288 days
1745.2
TCGA-A2-A0CR-01A
54 years, female, asian, stage:Stage IIB, alive, 3283 days
1724.6
TCGA-BH-A8FZ-01A
58 years, female, white, stage:Stage IA, alive, 574 days
1703.4
TCGA-A2-A1G1-01A
85 years, female, white, stage:Stage IIB, alive, 584 days
1700.4
TCGA-BH-A208-01A
48 years, female, white, stage:Stage IIB, dead, 1759 days
1694.1
TCGA-D8-A1JF-01A
79 years, female, white, stage:Stage IIIA, alive, 366 days
1622.2
TCGA-A2-A0YH-01A
53 years, female, white, stage:Stage IIIA, alive, 659 days
1618.5
TCGA-E2-A2P6-01A
77 years, female, stage:Stage IIB, alive, 1051 days
1604.1
TCGA-E2-A1LA-01A
59 years, female, stage:Stage IIA, alive, 748 days
1592.4
TCGA-AC-A2BM-01A
41 years, female, black or african american, stage:Stage IIB, alive, 3022 days
1576.3
TCGA-AR-A5QM-01A
62 years, female, white, stage:Stage IIA, alive, 2231 days
1575.5
TCGA-GM-A2DO-01A
54 years, female, black or african american, stage:Stage I, alive, 2596 days
1573.2
TCGA-EW-A6S9-01A
34 years, female, black or african american, stage:Stage IIA, alive, 463 days
1566.6
TCGA-BH-A18U-01A
72 years, female, white, stage:Stage IIIA, dead, 1563 days
1553.2
TCGA-E9-A3QA-01A
33 years, female, white, stage:Stage IIA, alive, 918 days
1549.8
TCGA-3C-AALI-01A
50 years, female, black or african american, stage:Stage IIB, alive, 4005 days
1539.9
TCGA-E9-A1ND-01A
75 years, female, white, stage:Stage IIB, alive, 1266 days
1519.6
TCGA-EW-A1P7-01A
59 years, female, white, stage:Stage IIA, alive, 915 days
1515.9
TCGA-AO-A0JJ-01A
54 years, female, white, stage:Stage IIB, alive, 1887 days
1511.6
TCGA-BH-A0DH-01A
63 years, female, white, stage:Stage IIB, alive, 1156 days
1511.4
TCGA-A2-A04X-01A
34 years, female, white, stage:Stage IIA, alive, 1686 days
1509.4
TCGA-BH-A0BA-01A
51 years, female, white, stage:Stage IIIC, alive, 1132 days
1493.8
TCGA-A8-A09Q-01A
83 years, female, stage:Stage IIIB, alive, 761 days
1464.9
TCGA-A1-A0SP-01A
40 years, female, stage:Stage IIA, alive, 584 days
1449.8
TCGA-E2-A109-01A
64 years, female, white, stage:Stage IIA, alive, 1417 days
1438.1
TCGA-C8-A132-01A
56 years, female, asian, stage:Stage IIB, alive, 383 days
1428.7
TCGA-BH-A0W7-01A
49 years, female, white, stage:Stage I, alive, 1363 days
1426.5
TCGA-E9-A2JT-01A
63 years, female, white, stage:Stage IIA, alive, 288 days
1422.4
TCGA-C8-A27A-01A
48 years, female, asian, stage:Stage IIB, alive, 747 days
1401.5
TCGA-AO-A0JC-01A
64 years, female, white, stage:Stage IIA, alive, 1547 days
1399.9
TCGA-AR-A2LN-01A
65 years, female, white, stage:Stage IIA, alive, 1161 days
1385.8
TCGA-A2-A4RX-01A
67 years, female, black or african american, stage:Stage IIA, alive, 742 days
1377.0
TCGA-LL-A8F5-01A
61 years, female, black or african american, stage:Stage IIA, alive, 596 days
1371.7
TCGA-C8-A275-01A
56 years, female, asian, stage:Stage IIA, alive, 1 days
1371.3
TCGA-D8-A27L-01A
49 years, female, white, stage:Stage IIIA, alive, 499 days
1366.9
TCGA-AN-A0XU-01A
54 years, female, white, stage:Stage IIA, alive, 10 days
1352.0
TCGA-AC-A23C-01A
62 years, female, white, stage:Stage IIB, alive, 585 days
1336.4
TCGA-AR-A0U0-01A
73 years, female, white, stage:Stage IIB, alive, 1988 days
1335.7
TCGA-B6-A0WT-01A
61 years, female, white, stage:Stage IIB, alive, 5739 days
1314.2
TCGA-A8-A0A6-01A
64 years, female, stage:Stage IIIC, alive, 640 days
1306.7
TCGA-A2-A0YK-01A
61 years, female, white, stage:Stage IIA, alive, 588 days
1275.4
TCGA-AN-A0AL-01A
41 years, female, white, stage:Stage IIIB, alive, 227 days
1261.6
TCGA-S3-A6ZG-01A
71 years, female, black or african american, stage:Stage IIB, alive, 562 days
1261.4
TCGA-BH-A0DL-01A
64 years, female, white, stage:Stage IIA, alive, 2381 days
1240.6
TCGA-BH-A0DI-01A
63 years, female, white, stage:Stage IIB, alive, 912 days
1228.7
TCGA-A1-A0SF-01A
54 years, female, white, stage:Stage IIA, alive, 1463 days
1227.9
TCGA-AR-A0TS-01A
46 years, female, white, stage:Stage IIB, alive, 2558 days
1226.5
TCGA-E2-A159-01A
50 years, female, white, stage:Stage IIA, alive, 762 days
1224.5
TCGA-AR-A2LH-01A
55 years, female, white, stage:Stage III, dead, 616 days
1213.8
TCGA-C8-A1HF-01A
48 years, female, asian, stage:Stage IIA, alive, 332 days
1205.3
TCGA-AR-A251-01A
51 years, female, white, stage:Stage IIIA, alive, 3030 days
1178.9
TCGA-S3-AA0Z-01A
63 years, female, black or african american, stage:Stage IIB, alive, 629 days
1176.1
TCGA-BH-A1FB-01A
60 years, female, white, stage:Stage IIB, dead, 3669 days
1173.8
TCGA-B6-A0I9-01A
62 years, female, white, stage:Stage IV, dead, 362 days
1172.5
TCGA-AR-A24Q-01A
49 years, female, white, stage:Stage IIB, alive, 3172 days
1169.8
TCGA-A2-A1G6-01A
50 years, female, white, stage:Stage IIIA, alive, 501 days
1166.2
TCGA-A8-A06R-01A
69 years, female, stage:Stage IIB, alive, 547 days
1135.2
TCGA-C8-A12O-01A
50 years, female, asian, stage:Stage IIA, alive, 385 days
1113.0
TCGA-D8-A1X5-01A
81 years, female, white, stage:Stage IIIC, alive, 565 days
1107.6
TCGA-D8-A141-01A
40 years, female, white, stage:'--, alive, 626 days
1104.8
TCGA-AO-A0JI-01A
56 years, female, white, stage:Stage IIA, alive, 1528 days
1089.1
TCGA-AR-A0TX-01A
64 years, female, stage:Stage IIA, alive, 1972 days
1086.2
TCGA-E2-A1LH-01A
59 years, female, white, stage:Stage I, alive, 3247 days
1077.7
TCGA-AO-A129-01A
29 years, female, white, stage:Stage IIB, alive, 3286 days
1061.8
TCGA-C8-A1HI-01A
40 years, female, asian, stage:Stage IIIA, alive, 343 days
1058.3
TCGA-D8-A27M-01A
59 years, female, white, stage:Stage IA, alive, 410 days
1054.5
TCGA-AC-A3BB-01A
46 years, female, black or african american, stage:Stage IIIA, alive, 987 days
1043.1
TCGA-C8-A138-01A
54 years, female, asian, stage:Stage IIIA, alive, 380 days
1042.8
TCGA-AC-A2FK-01A
45 years, female, white, stage:Stage IIIC, alive, 2650 days
1042.8
TCGA-A8-A0A2-01A
66 years, female, stage:Stage IIA, alive, 579 days
1028.2
TCGA-E2-A573-01A
48 years, female, black or african american, stage:Stage IA, alive, 1062 days
1024.8
TCGA-BH-A0C0-01A
62 years, female, white, stage:Stage IIA, alive, 1270 days
1019.8
TCGA-E2-A3DX-01A
43 years, female, white, stage:Stage IIIC, alive, 1325 days
1018.9
TCGA-C8-A1HM-01A
74 years, female, asian, stage:Stage IIA, alive, 375 days
1017.8
TCGA-E9-A1NE-01A
28 years, female, white, stage:Stage IIB, alive, 1088 days
1009.7
TCGA-WT-AB41-01A
55 years, female, black or african american, stage:Stage IIB, alive, 1611 days
1007.9
TCGA-BH-A0RX-01A
59 years, female, white, stage:Stage IIA, alive, 170 days
1001.2
TCGA-A2-A1G4-01A
71 years, female, white, stage:Stage IIIA, alive, 595 days
995.7
TCGA-BH-A18R-01A
50 years, female, white, stage:Stage IIA, dead, 1142 days
987.1
TCGA-AR-A2LQ-01A
59 years, female, white, stage:Stage IIB, alive, 1233 days
986.1
TCGA-BH-A0EB-01A
69 years, female, white, stage:Stage IA, alive, 745 days
985.4
TCGA-A2-A0CM-01A
40 years, female, black or african american, stage:Stage IIA, dead, 754 days
983.4
TCGA-BH-A1EU-01A
83 years, female, white, stage:Stage I, dead, 1286 days
980.4
TCGA-A8-A09M-01A
75 years, female, stage:Stage IIIC, alive, 1006 days
954.6
TCGA-A7-A0CG-01A
78 years, female, white, stage:Stage IIA, alive, 1043 days
953.3
TCGA-A8-A06P-01A
63 years, female, stage:Stage IIIA, alive, 396 days
939.0
TCGA-AO-A128-01A
61 years, female, white, stage:Stage IIA, alive, 3248 days
935.7
TCGA-AR-A254-01A
50 years, female, white, stage:Stage IIIA, alive, 2605 days
930.3
TCGA-XX-A89A-01A
68 years, female, white, stage:Stage IIB, alive, 488 days
930.1
TCGA-EW-A1OV-01A
56 years, female, white, stage:Stage IIB, alive, 789 days
926.1
TCGA-E2-A1II-01A
51 years, female, white, stage:Stage I, alive, 1025 days
923.2
TCGA-A2-A0YE-01A
48 years, female, white, stage:Stage IIB, alive, 554 days
921.8
TCGA-D8-A27I-01A
58 years, female, white, stage:Stage IIIA, alive, 439 days
910.1
TCGA-A7-A13H-01A
61 years, female, white, stage:Stage IIB, alive, 899 days
905.2
TCGA-MS-A51U-01A
44 years, female, white, stage:Stage IIB, alive, 681 days
891.4
TCGA-B6-A0I2-01A
45 years, female, white, stage:Stage IA, alive, 4361 days
890.4
TCGA-B6-A0WX-01A
40 years, female, black or african american, stage:Stage IIIA, dead, 639 days
889.5
TCGA-D8-A1XL-01A
34 years, female, white, stage:Stage IIB, alive, 606 days
889.4
TCGA-B6-A0WS-01A
58 years, female, black or african american, stage:Stage X, dead, 2965 days
888.6
TCGA-AR-A5QQ-01A
68 years, female, white, stage:Stage IIIA, dead, 322 days
870.5
TCGA-E2-A15M-01A
66 years, female, white, stage:Stage IIA, dead, 336 days
863.6
TCGA-A1-A0SJ-01A
39 years, female, black or african american, stage:Stage IIIA, alive, 416 days
855.4
TCGA-E2-A1L7-01A
40 years, female, white, stage:Stage IIIA, alive, 1836 days
853.1
TCGA-AR-A1AM-01A
52 years, female, white, stage:Stage IIIA, alive, 2991 days
850.1
TCGA-E2-A15C-01A
61 years, female, white, stage:Stage I, alive, 694 days
843.0
TCGA-BH-A1EX-01A
67 years, female, white, stage:Stage IIB, dead, 1508 days
835.7
TCGA-LD-A9QF-01A
73 years, female, black or african american, stage:Stage IA, alive, 323 days
823.7
TCGA-AN-A0XW-01A
36 years, female, white, stage:Stage IIIA, alive, 170 days
816.6
TCGA-AQ-A7U7-01A
55 years, female, white, stage:Stage IIIA, dead, 584 days
812.3
TCGA-LL-A7T0-01A
70 years, female, black or african american, stage:Stage IIB, alive, 376 days
799.5
TCGA-AR-A5QP-01A
54 years, female, white, stage:Stage IIB, alive, 1185 days
792.2
TCGA-BH-A0DK-01A
49 years, female, white, stage:Stage IIA, alive, 423 days
780.4
TCGA-AR-A0TV-01A
66 years, female, stage:Stage IIA, alive, 2288 days
768.5
TCGA-AR-A0U4-01A
54 years, female, white, stage:Stage IIA, alive, 3261 days
768.2
TCGA-C8-A26W-01A
58 years, female, asian, stage:Stage IIB, alive, 381 days
762.8
TCGA-EW-A1OY-01A
63 years, female, white, stage:Stage IIA, alive, 908 days
753.5
TCGA-OL-A66N-01A
59 years, female, white, stage:Stage IIIC, alive, 792 days
752.3
TCGA-B6-A0RE-01A
61 years, female, black or african american, stage:Stage X, alive, 7777 days
750.6
TCGA-LL-A441-01A
62 years, female, black or african american, stage:Stage IA, alive, 996 days
746.5
TCGA-AC-A5XU-01A
74 years, female, black or african american, stage:Stage IIB, alive, 455 days
743.5
TCGA-E2-A1B6-01A
44 years, female, white, stage:Stage IIA, alive, 867 days
742.2
TCGA-A7-A3J1-01A
63 years, female, white, stage:Stage IA, alive, 343 days
741.6
TCGA-D8-A1Y2-01A
71 years, female, white, stage:Stage IIA, alive, 433 days
740.0
TCGA-BH-A8G0-01A
54 years, female, white, stage:Stage IIB, alive, 662 days
737.5
TCGA-C8-A27B-01A
48 years, female, asian, stage:Stage IIB, alive, 439 days
720.9
TCGA-D8-A4Z1-01A
68 years, female, white, stage:Stage IA, alive, 659 days
720.5
TCGA-E9-A22D-01A
38 years, female, white, stage:Stage IIA, alive, 1248 days
719.2
TCGA-E2-A14P-01A
79 years, female, white, stage:Stage IIIC, alive, 1246 days
717.5
TCGA-BH-A28O-01A
50 years, female, white, stage:Stage IIIC, alive, 1120 days
715.3
TCGA-OL-A5RX-01A
51 years, female, black or african american, stage:Stage IA, alive, 878 days
710.1
TCGA-BH-A18V-01A
48 years, female, white, stage:Stage IIB, dead, 1556 days
709.3
TCGA-D8-A1Y0-01A
65 years, female, white, stage:Stage IIIA, alive, 472 days
707.1
TCGA-EW-A1P6-01A
64 years, female, white, stage:Stage IIB, alive, 562 days
705.9
TCGA-A8-A07R-01A
80 years, female, stage:Stage IIIC, alive, 273 days
704.5
TCGA-D8-A1XW-01A
53 years, female, white, stage:Stage IIA, alive, 1309 days
703.2
TCGA-BH-A0BJ-01A
41 years, female, white, stage:Stage IIB, alive, 660 days
702.6
TCGA-BH-A203-01A
78 years, female, white, stage:Stage IIB, dead, 1174 days
692.1
TCGA-C8-A8HQ-01A
53 years, female, asian, stage:Stage IIB, alive, 380 days
692.1
TCGA-AR-A24W-01A
55 years, female, white, stage:Stage IIB, alive, 1550 days
688.6
TCGA-AR-A2LK-01A
62 years, female, white, stage:Stage III, dead, 1649 days
683.1
TCGA-A1-A0SI-01A
52 years, female, white, stage:Stage IIB, alive, 635 days
682.6
TCGA-E2-A15K-01A
58 years, female, white, stage:Stage IIB, alive, 275 days
681.9
TCGA-BH-A0DZ-01A
43 years, female, white, stage:Stage IIB, alive, 495 days
681.3
TCGA-AR-A1AX-01A
64 years, female, white, stage:Stage I, alive, 2629 days
676.3
TCGA-AN-A0AK-01A
76 years, female, white, stage:Stage IIA, alive, 224 days
666.5
TCGA-AC-A2FO-01A
65 years, female, white, stage:Stage IIB, alive, 2255 days
664.3
TCGA-EW-A1PA-01A
59 years, female, white, stage:Stage IIB, alive, 575 days
663.7
TCGA-B6-A0RS-01A
38 years, female, white, stage:Stage IIA, dead, 3063 days
650.1
TCGA-GM-A2DI-01A
52 years, female, white, stage:Stage I, alive, 2590 days
649.9
TCGA-AR-A0TQ-01A
27 years, female, white, stage:Stage IIIA, alive, 2991 days
648.8
TCGA-AC-A5XS-01A
74 years, female, white, stage:Stage IIA, alive, 588 days
636.6
TCGA-A8-A08P-01A
70 years, female, stage:Stage IIIA, alive, 943 days
635.7
TCGA-OL-A5D7-01A
70 years, female, black or african american, stage:Stage IIA, alive, 1780 days
634.4
TCGA-AC-A2FB-01A
65 years, female, white, stage:Stage IIA, alive, 1234 days
629.0
TCGA-BH-A42U-01A
80 years, female, black or african american, stage:Stage IIA, alive, 3364 days
624.5
TCGA-C8-A3M7-01A
60 years, female, asian, stage:Stage IIIB, dead, 1034 days
623.7
TCGA-LL-A5YN-01A
46 years, female, black or african american, stage:Stage IIA, alive, 447 days
617.7
TCGA-E2-A1IH-01A
80 years, female, white, stage:Stage I, alive, 1026 days
616.7
TCGA-D8-A1JD-01A
41 years, female, white, stage:Stage IIB, alive, 552 days
615.9
TCGA-EW-A1IY-01A
38 years, female, asian, stage:Stage I, alive, 258 days
612.8
TCGA-AC-A2BK-01A
78 years, female, black or african american, stage:Stage IIIA, alive, 2222 days
608.0
TCGA-BH-A0BF-01A
56 years, female, white, stage:Stage IIB, dead, 1324 days
606.4
TCGA-AQ-A04J-01A
45 years, female, white, stage:Stage IIA, alive, 819 days
604.6
TCGA-D8-A1XF-01A
45 years, female, white, stage:Stage IIA, alive, 463 days
603.2
TCGA-AR-A1AJ-01A
83 years, female, white, stage:Stage I, alive, 2383 days
603.0
TCGA-BH-A1F8-01A
90 years, female, white, stage:Stage IIIB, dead, 1 days
599.6
TCGA-AN-A0XV-01A
67 years, female, white, stage:Stage IIIA, alive, 162 days
598.3
TCGA-EW-A2FR-01A
59 years, female, black or african american, stage:Stage IIIC, alive, 1673 days
590.1
TCGA-A2-A0T6-01A
50 years, female, white, stage:Stage IIB, alive, 575 days
585.9
TCGA-AR-A2LO-01A
46 years, female, white, stage:Stage IIB, alive, 1198 days
581.4
TCGA-EW-A1OW-01A
58 years, female, black or african american, stage:Stage IIA, alive, 694 days
576.7
TCGA-A2-A0EO-01A
54 years, female, white, stage:Stage IA, alive, 2442 days
576.7
TCGA-AC-A2FG-01A
79 years, female, white, stage:Stage IIB, alive, 1853 days
575.7
TCGA-AN-A0FD-01A
71 years, female, white, stage:Stage IIA, alive, 196 days
573.7
TCGA-D8-A1JH-01A
56 years, female, white, stage:Stage IA, alive, 426 days
567.6
TCGA-E9-A3Q9-01A
78 years, female, white, stage:Stage IIIC, alive, 1001 days
564.1
TCGA-LL-A50Y-01A
84 years, female, white, stage:Stage IIA, alive, 762 days
556.0
TCGA-5L-AAT1-01A
63 years, female, white, stage:Stage IV, alive, 1471 days
555.5
TCGA-3C-AALK-01A
52 years, female, black or african american, stage:Stage IA, alive, 1448 days
551.3
TCGA-A2-A4RY-01A
46 years, female, white, stage:Stage IIIC, alive, 648 days
551.1
TCGA-C8-A1HK-01A
53 years, female, asian, stage:Stage IIB, alive, 366 days
550.0
TCGA-OL-A66I-01A
36 years, female, black or african american, stage:Stage IIA, alive, 714 days
544.7
TCGA-A2-A0EV-01A
80 years, female, white, stage:Stage IA, alive, 968 days
543.1
TCGA-C8-A12U-01A
46 years, female, asian, stage:Stage IIB, alive, 385 days
538.2
TCGA-D8-A27K-01A
47 years, female, white, stage:Stage IIB, alive, 1461 days
535.9
TCGA-C8-A12X-01A
62 years, female, asian, stage:Stage IIB, alive, 385 days
534.3
TCGA-GM-A3XN-01A
44 years, female, white, stage:Stage IIIA, alive, 2019 days
533.3
TCGA-EW-A2FV-01A
39 years, female, white, stage:Stage IIIC, alive, 788 days
530.8
TCGA-E2-A1B5-01A
46 years, female, white, stage:Stage IIA, alive, 984 days
529.0
TCGA-AN-A0FN-01A
61 years, female, white, stage:Stage IA, alive, 218 days
524.2
TCGA-AO-A0JG-01A
49 years, female, white, stage:Stage IIIA, alive, 798 days
522.8
TCGA-AO-A0JA-01A
36 years, female, black or african american, stage:Stage IIIC, alive, 655 days
511.2
TCGA-E9-A1RI-01A
43 years, female, white, stage:Stage IIIA, alive, 1449 days
510.9
TCGA-BH-A0BC-01A
60 years, female, white, stage:Stage IIIC, alive, 974 days
508.8
TCGA-BH-A1FH-01A
47 years, female, white, stage:Stage IV, dead, 1034 days
506.3
TCGA-C8-A12Q-01A
78 years, female, asian, stage:Stage IIIA, dead, 385 days
503.5
TCGA-HN-A2OB-01A
45 years, female, stage:Stage IIB, dead, 1900 days
501.9
TCGA-AR-A2LJ-01A
40 years, female, white, stage:Stage IIIA, alive, 2632 days
499.9
TCGA-E2-A1IU-01A
60 years, female, white, stage:Stage IA, alive, 337 days
499.6
TCGA-S3-AA14-01A
47 years, female, black or african american, stage:Stage I, alive, 529 days
497.0
TCGA-AO-A03O-01A
69 years, female, black or african american, stage:Stage IIA, dead, 2483 days
495.4
TCGA-BH-A0BO-01A
54 years, female, white, stage:Stage I, alive, 2197 days
492.9
TCGA-AO-A0J4-01A
41 years, female, black or african american, stage:Stage IA, alive, 1587 days
491.6
TCGA-BH-A0B7-01A
42 years, female, white, stage:Stage IIB, alive, 2559 days
488.4
TCGA-E2-A1B0-01A
50 years, female, white, stage:Stage IIIA, alive, 1631 days
485.8
TCGA-A2-A0EW-01A
53 years, female, white, stage:Stage IIIC, dead, 1884 days
483.3
TCGA-AC-A3QP-01A
79 years, female, white, stage:Stage IIB, alive, 675 days
481.7
TCGA-AR-A250-01A
58 years, female, white, stage:Stage IIA, alive, 2707 days
481.0
TCGA-OL-A66K-01A
72 years, female, white, stage:Stage IIA, dead, 1275 days
480.0
TCGA-LL-A73Z-01A
55 years, female, black or african american, stage:Stage IV, dead, 227 days
476.4
TCGA-A2-A25B-01A
39 years, female, black or african american, stage:Stage IIB, alive, 1291 days
473.0
TCGA-BH-A0WA-01A
82 years, female, white, stage:Stage I, alive, 701 days
471.3
TCGA-D8-A147-01A
45 years, female, white, stage:'--, alive, 584 days
469.9
TCGA-E2-A1IJ-01A
57 years, female, white, stage:Stage I, alive, 865 days
466.0
TCGA-AO-A1KO-01A
46 years, female, white, stage:Stage IIB, alive, 622 days
461.7
TCGA-A8-A079-01A
69 years, female, stage:Stage IIIB, alive, 274 days
451.4
TCGA-BH-A0DS-01A
71 years, female, white, stage:Stage IIIA, alive, 78 days
447.3
TCGA-BH-A2L8-01A
45 years, female, white, stage:Stage IIA, alive, 612 days
446.9
TCGA-E2-A1B1-01A
45 years, female, white, stage:Stage IIB, alive, 2653 days
446.5
TCGA-BH-A6R9-01A
61 years, female, white, stage:Stage IIA, alive, 160 days
446.1
TCGA-E2-A1LI-01A
57 years, female, white, stage:Stage IIB, alive, 3121 days
446.0
TCGA-EW-A1PH-01A
52 years, female, white, stage:Stage IIA, alive, 607 days
445.6
TCGA-C8-A1HO-01A
34 years, female, asian, stage:Stage IIIC, alive, 375 days
443.6
TCGA-D8-A3Z5-01A
54 years, female, white, stage:Stage IIIC, alive, 1015 days
443.4
TCGA-AR-A1AO-01A
47 years, female, white, stage:Stage IIA, alive, 2618 days
442.9
TCGA-BH-A1FL-01A
69 years, female, white, stage:Stage IIB, dead, 1673 days
441.6
TCGA-AC-A3HN-01A
87 years, female, white, stage:Stage IIB, alive, 496 days
440.5
TCGA-BH-A0DQ-01A
42 years, female, white, stage:Stage IIB, alive, 98 days
437.3
TCGA-LD-A66U-01A
44 years, female, white, stage:Stage IIB, alive, 646 days
436.1
TCGA-AC-A3YI-01A
74 years, female, white, stage:Stage IIIC, alive, 707 days
429.0
TCGA-E9-A295-01A
71 years, female, white, stage:Stage IIA, alive, 375 days
428.8
TCGA-BH-A0HX-01A
54 years, female, white, stage:Stage IIB, alive, 829 days
428.1
TCGA-BH-A0GY-01A
67 years, female, white, stage:Stage IIA, alive, 923 days
427.6
TCGA-OK-A5Q2-01A
59 years, female, stage:Stage II, alive, 64 days
426.1
TCGA-AC-A2FE-01A
62 years, female, white, stage:Stage IIIC, dead, 2636 days
426.0
TCGA-3C-AALJ-01A
62 years, female, black or african american, stage:Stage IIB, alive, 1474 days
422.3
TCGA-EW-A424-01A
51 years, female, white, stage:Stage IIIA, alive, 715 days
421.3
TCGA-AN-A0FF-01A
32 years, female, white, stage:Stage IA, alive, 172 days
421.1
TCGA-A7-A6VV-01A
51 years, female, black or african american, stage:Stage IIA, alive, 313 days
418.1
TCGA-AO-A0JE-01A
53 years, female, black or african american, stage:Stage IIIA, alive, 2335 days
417.6
TCGA-E2-A1IO-01A
37 years, female, white, stage:Stage I, alive, 1855 days
417.3
TCGA-A8-A06U-01A
80 years, female, stage:Stage IIB, dead, 883 days
415.7
TCGA-A7-A0CE-01A
57 years, female, white, stage:Stage IIA, alive, 1074 days
415.4
TCGA-A7-A2KD-01A
53 years, female, black or african american, stage:Stage IIIA, alive, 679 days
413.8
TCGA-A1-A0SE-01A
56 years, female, white, stage:Stage I, alive, 1321 days
412.7
TCGA-GM-A2DH-01A
58 years, female, white, stage:Stage I, alive, 2193 days
409.7
TCGA-D8-A27N-01A
36 years, female, white, stage:Stage IIIA, alive, 519 days
408.4
TCGA-A2-A0EN-01A
70 years, female, white, stage:Stage IIA, alive, 4088 days
407.8
TCGA-A2-A04P-01A
36 years, female, black or african american, stage:Stage IIIC, dead, 548 days
406.9
TCGA-A8-A07I-01A
69 years, female, stage:Stage IIIA, alive, 426 days
406.2
TCGA-5L-AAT0-01A
42 years, female, white, stage:Stage IIA, alive, 1477 days
405.5
TCGA-A2-A0YF-01A
67 years, female, black or african american, stage:Stage I, alive, 1535 days
405.5
TCGA-BH-A0DT-01A
41 years, female, white, stage:Stage IIA, alive, 2403 days
405.1
TCGA-A1-A0SD-01A
59 years, female, white, stage:Stage IIA, alive, 437 days
403.1
TCGA-A8-A076-01A
66 years, female, stage:Stage IIA, alive, 1642 days
401.4
TCGA-B6-A40C-01A
51 years, female, white, stage:Stage IIB, alive, 2164 days
395.6
TCGA-A2-A3Y0-01A
57 years, female, black or african american, stage:Stage IIB, alive, 1546 days
395.2
TCGA-A8-A09I-01A
84 years, female, stage:Stage IIA, alive, 1371 days
393.6
TCGA-BH-A1FE-01A
31 years, female, white, stage:Stage IIB, dead, 2273 days
389.2
TCGA-B6-A0IN-01A
45 years, female, white, stage:Stage X, dead, 2573 days
386.5
TCGA-E9-A1QZ-01A
61 years, female, white, stage:Stage IIA, alive, 755 days
386.5
TCGA-OL-A5RV-01A
43 years, female, black or african american, stage:Stage IIIC, alive, 1062 days
385.6
TCGA-AN-A0G0-01A
56 years, female, white, stage:Stage IIA, alive, 16 days
383.0
TCGA-XX-A899-01A
46 years, female, white, stage:Stage IIIA, alive, 467 days
381.0
TCGA-AR-A24T-01A
46 years, female, white, stage:Stage IIIC, alive, 3202 days
379.3
TCGA-A2-A25C-01A
50 years, female, white, stage:Stage IIB, alive, 523 days
375.4
TCGA-BH-A1EW-01A
38 years, female, white, stage:Stage IIA, dead, 1694 days
374.7
TCGA-A2-A0EP-01A
56 years, female, white, stage:Stage I, alive, 3603 days
374.1
TCGA-AR-A0TW-01A
50 years, female, white, stage:Stage IIIA, alive, 3009 days
371.4
TCGA-A8-A09R-01A
82 years, female, stage:Stage IIB, alive, 273 days
370.8
TCGA-OL-A5D6-01A
71 years, female, black or african american, stage:Stage IIA, dead, 1104 days
370.3
TCGA-A7-A5ZX-01A
48 years, female, white, stage:Stage IIIC, alive, 336 days
369.7
TCGA-B6-A0IP-01A
74 years, female, white, stage:Stage IA, dead, 3926 days
368.4
TCGA-B6-A0IK-01A
63 years, female, white, stage:Stage IIIB, dead, 571 days
367.5
TCGA-E2-A108-01A
64 years, female, white, stage:Stage IIIA, alive, 837 days
366.5
TCGA-A8-A091-01A
61 years, female, stage:Stage IIA, alive, 1004 days
365.2
TCGA-A8-A06X-01A
77 years, female, stage:Stage IIB, dead, 943 days
364.6
TCGA-AN-A0AM-01A
56 years, female, white, stage:Stage IIA, alive, 5 days
364.1
TCGA-A2-A4RW-01A
49 years, female, white, stage:Stage IIIC, alive, 222 days
363.9
TCGA-EW-A6SC-01A
60 years, female, black or african american, stage:Stage IIA, alive, 952 days
362.4
TCGA-A2-A0YT-01A
56 years, female, white, stage:Stage IIIB, dead, 723 days
357.1
TCGA-A2-A25A-01A
44 years, female, white, stage:Stage IIA, alive, 3276 days
356.4
TCGA-BH-A0BL-01A
35 years, female, white, stage:Stage I, alive, 2278 days
354.3
TCGA-AC-A8OS-01A
71 years, female, white, stage:Stage IIA, alive, 70 days
353.3
TCGA-A7-A56D-01A
84 years, female, black or african american, stage:Stage IIA, alive, 448 days
351.3
TCGA-E9-A5FK-01A
60 years, female, white, stage:Stage IIIC, alive, 812 days
351.2
TCGA-A8-A09V-01A
51 years, female, stage:Stage IIA, alive, 457 days
350.6
TCGA-AO-A03L-01A
34 years, female, asian, stage:Stage IIIA, alive, 2442 days
349.6
TCGA-OL-A6VQ-01A
49 years, female, white, stage:Stage IIA, alive, 600 days
348.2
TCGA-BH-A0DG-01A
30 years, female, black or african american, stage:Stage IIA, alive, 2041 days
347.8
TCGA-B6-A0RN-01A
60 years, female, white, stage:Stage IA, alive, 8008 days
345.6
TCGA-EW-A1IX-01A
48 years, female, asian, stage:Stage IIA, alive, 1208 days
342.9
TCGA-A2-A04T-01A
62 years, female, white, stage:Stage IIA, alive, 2246 days
338.7
TCGA-BH-A0DP-01A
60 years, female, white, stage:Stage IIB, alive, 476 days
336.4
TCGA-D8-A27T-01A
53 years, female, white, stage:Stage IIIC, alive, 398 days
335.6
TCGA-BH-A0EA-01A
72 years, female, white, stage:Stage IIA, dead, 991 days
333.3
TCGA-D8-A1XK-01A
55 years, female, white, stage:Stage IIB, alive, 441 days
330.7
TCGA-A2-A3KD-01A
47 years, female, white, stage:Stage IIIA, alive, 1206 days
329.3
TCGA-D8-A27R-01A
41 years, female, white, stage:Stage IIIC, alive, 307 days
328.5
TCGA-BH-A0BD-01A
47 years, female, white, stage:Stage IIA, alive, 554 days
326.4
TCGA-D8-A27P-01A
64 years, female, white, stage:Stage IA, alive, 49 days
325.7
TCGA-E9-A3X8-01A
48 years, female, white, stage:Stage IIB, alive, 926 days
323.5
TCGA-A2-A0D2-01A
45 years, female, white, stage:Stage IIA, alive, 1027 days
322.7
TCGA-AR-A2LL-01A
70 years, female, white, stage:Stage IIB, alive, 2012 days
322.3
TCGA-AO-A03V-01A
41 years, female, white, stage:Stage I, alive, 1351 days
320.8
TCGA-B6-A0RV-01A
42 years, female, white, stage:Stage IIIA, alive, 5156 days
320.2
TCGA-E2-A1LB-01A
41 years, female, black or african american, stage:Stage IIB, alive, 2306 days
319.8
TCGA-D8-A1JU-01A
51 years, female, white, stage:Stage IA, alive, 447 days
316.5
TCGA-D8-A143-01A
51 years, female, white, stage:Stage IIA, alive, 431 days
316.4
TCGA-AR-A255-01A
62 years, female, white, stage:Stage I, alive, 2161 days
315.8
TCGA-AR-A24O-01A
43 years, female, white, stage:Stage IIIA, alive, 3607 days
314.2
TCGA-BH-A0C3-01A
47 years, female, white, stage:Stage I, alive, 2709 days
312.8
TCGA-E2-A15P-01A
61 years, female, white, stage:Stage IA, alive, 595 days
310.5
TCGA-C8-A131-01A
82 years, female, asian, stage:Stage IIIA, alive, 411 days
305.0
TCGA-PE-A5DD-01A
64 years, female, asian, stage:Stage IIA, alive, 1953 days
303.3
TCGA-B6-A0RH-01A
51 years, female, black or african american, stage:Stage IIA, dead, 6456 days
302.8
TCGA-BH-A0BZ-01A
59 years, female, white, stage:Stage IIIA, alive, 2255 days
300.0
TCGA-A2-A0CK-01A
60 years, female, white, stage:Stage IIIA, alive, 4159 days
299.4
TCGA-AR-A24M-01A
38 years, female, white, stage:Stage IIIA, alive, 3660 days
298.2
TCGA-A7-A426-01A
50 years, female, white, stage:Stage IIIC, alive, 364 days
298.1
TCGA-A2-A0EY-01A
62 years, female, white, stage:Stage IIB, alive, 1925 days
295.2
TCGA-A7-A4SC-01A
62 years, female, white, stage:Stage IIB, alive, 446 days
294.1
TCGA-AR-A1AT-01A
62 years, female, white, stage:Stage IIA, dead, 1272 days
293.3
TCGA-A1-A0SH-01A
39 years, female, white, stage:Stage IIA, alive, 1437 days
292.3
TCGA-AR-A0TR-01A
68 years, female, white, stage:Stage IIB, dead, 160 days
291.3
TCGA-EW-A1J1-01A
38 years, female, white, stage:Stage IIB, alive, 575 days
287.9
TCGA-D8-A1XO-01A
56 years, female, white, stage:Stage IIB, alive, 1682 days
286.0
TCGA-BH-A0AV-01A
52 years, female, black or african american, stage:Stage I, alive, 1820 days
285.9
TCGA-BH-A0BQ-01A
39 years, female, white, stage:Stage I, alive, 2255 days
285.1
TCGA-A2-A3KC-01A
55 years, female, black or african american, stage:Stage IIB, alive, 1102 days
282.9
TCGA-AC-A2QI-01A
76 years, female, white, stage:Stage IIIA, alive, 588 days
280.4
TCGA-EW-A1P4-01A
43 years, female, white, stage:Stage IIA, alive, 907 days
280.4
TCGA-C8-A12Z-01A
45 years, female, asian, stage:Stage IIB, alive, 382 days
280.4
TCGA-AR-A24P-01A
47 years, female, white, stage:Stage I, alive, 84 days
278.7
TCGA-AC-A6IV-01A
47 years, female, white, stage:Stage IIB, alive, 568 days
278.3
TCGA-GM-A2DD-01A
53 years, female, white, stage:Stage I, alive, 2282 days
277.0
TCGA-B6-A1KN-01A
57 years, female, white, stage:Stage IIIB, alive, 4233 days
276.1
TCGA-A8-A08B-01A
52 years, female, stage:Stage IIA, alive, 1156 days
275.6
TCGA-AR-A24N-01A
54 years, female, white, stage:Stage I, alive, 3035 days
275.0
TCGA-JL-A3YW-01A
49 years, female, asian, stage:Stage IIB, alive, 360 days
275.0
TCGA-A8-A0A4-01A
73 years, female, stage:Stage IIA, alive, 396 days
273.1
TCGA-GM-A3NY-01A
72 years, female, white, stage:Stage IIB, alive, 1162 days
271.1
TCGA-BH-A0HK-01A
81 years, female, white, stage:Stage IIB, alive, 178 days
270.9
TCGA-EW-A1PF-01A
50 years, female, white, stage:Stage IA, alive, 439 days
270.0
TCGA-BH-A0AU-01A
45 years, female, white, stage:Stage IIA, alive, 1914 days
269.8
TCGA-OL-A66H-01A
74 years, female, black or african american, stage:Stage IB, alive, 812 days
266.9
TCGA-E2-A1AZ-01A
63 years, female, white, stage:Stage IIB, alive, 2329 days
266.8
TCGA-E2-A10C-01A
54 years, female, white, stage:Stage IIB, alive, 1220 days
265.0
TCGA-BH-A0HB-01A
55 years, female, white, stage:Stage IA, alive, 806 days
264.7
TCGA-A2-A0YG-01A
63 years, female, white, stage:Stage IIIC, alive, 666 days
263.0
TCGA-EW-A1PG-01A
53 years, female, white, stage:Stage IIB, alive, 1051 days
262.5
TCGA-AN-A0XT-01A
54 years, female, white, stage:Stage IIIA, alive, 10 days
261.9
TCGA-E9-A1R0-01A
58 years, female, white, stage:Stage IIA, alive, 860 days
261.3
TCGA-C8-A12L-01A
67 years, female, asian, stage:Stage IIA, alive, 363 days
261.0
TCGA-E9-A244-01A
54 years, female, white, stage:Stage IIA, alive, 21 days
259.3
TCGA-4H-AAAK-01A
50 years, female, white, stage:Stage IIIA, alive, 348 days
258.4
TCGA-BH-A0H0-01A
69 years, female, white, stage:Stage IA, alive, 461 days
258.2
TCGA-EW-A1J5-01A
59 years, female, white, stage:Stage IIB, alive, 477 days
257.3
TCGA-E2-A15H-01A
38 years, female, white, stage:Stage IIA, alive, 393 days
254.9
TCGA-A8-A06O-01A
60 years, female, stage:Stage I, alive, 396 days
254.9
TCGA-A7-A4SF-01A
54 years, female, black or african american, stage:Stage IIA, alive, 545 days
254.2
TCGA-A2-A1FW-01A
62 years, female, white, stage:Stage IIIA, alive, 528 days
253.7
TCGA-BH-A0BM-01A
54 years, female, white, stage:Stage IIB, alive, 1876 days
253.5
TCGA-GM-A2DA-01A
46 years, female, white, stage:Stage IIB, dead, 6593 days
253.0
TCGA-A7-A4SB-01A
56 years, female, white, stage:Stage IIIA, alive, 418 days
252.7
TCGA-BH-A18F-01A
50 years, female, white, stage:Stage IIA, alive, 1001 days
251.4
TCGA-E9-A1N4-01A
41 years, female, white, stage:Stage IIIA, alive, 1000 days
250.4
TCGA-AC-A6IW-01A
73 years, female, black or african american, stage:Stage IIA, alive, 413 days
246.2
TCGA-D8-A1XD-01A
36 years, female, white, stage:Stage IIIA, alive, 522 days
245.4
TCGA-A8-A08O-01A
45 years, female, stage:Stage IV, alive, 943 days
245.2
TCGA-E9-A229-01A
37 years, female, white, stage:Stage IA, alive, 1148 days
241.9
TCGA-A2-A0YL-01A
48 years, female, white, stage:Stage IIIA, alive, 1474 days
241.0
TCGA-BH-A18Q-01A
56 years, female, white, stage:Stage IIB, dead, 1692 days
240.9
TCGA-BH-A18M-01A
39 years, female, white, stage:Stage IIIA, dead, 2207 days
240.7
TCGA-BH-A0H3-01A
46 years, female, white, stage:Stage I, alive, 1928 days
240.1
TCGA-A2-A259-01A
70 years, female, black or african american, stage:Stage I, alive, 1596 days
239.8
TCGA-E2-A1IF-01A
74 years, female, white, stage:Stage I, alive, 1138 days
238.8
TCGA-3C-AAAU-01A
55 years, female, white, stage:Stage X, alive, 4047 days
238.1
TCGA-BH-A1FR-01A
73 years, female, white, stage:Stage IIIB, dead, 1642 days
237.5
TCGA-D8-A1X8-01A
62 years, female, white, stage:Stage IIIA, alive, 783 days
235.3
TCGA-A2-A04Y-01A
53 years, female, white, stage:Stage IIB, alive, 1099 days
234.7
TCGA-B6-A0IG-01A
50 years, female, white, stage:Stage IIB, dead, 4456 days
232.8
TCGA-D8-A1X7-01A
40 years, female, white, stage:Stage IIA, alive, 509 days
231.5
TCGA-OL-A6VO-01A
43 years, female, black or african american, stage:Stage IA, alive, 858 days
231.2
TCGA-BH-A1FU-01A
44 years, female, white, stage:Stage IA, dead, 1688 days
229.2
TCGA-AN-A0FX-01A
52 years, female, white, stage:Stage IIA, alive, 10 days
228.9
TCGA-LL-A73Y-01A
67 years, female, black or african american, stage:Stage IA, alive, 477 days
228.3
TCGA-C8-A134-01A
52 years, female, asian, stage:Stage IIA, alive, 383 days
228.0
TCGA-C8-A8HR-01A
49 years, female, asian, stage:Stage IIIA, alive, 408 days
227.8
TCGA-AO-A12C-01A
42 years, female, white, stage:Stage IIB, alive, 2372 days
225.8
TCGA-AO-A12A-01A
47 years, female, white, stage:Stage IIA, alive, 3112 days
224.7
TCGA-A2-A04N-01A
66 years, female, white, stage:Stage IA, alive, 4354 days
222.7
TCGA-E9-A1N9-01A
58 years, female, white, stage:Stage IIA, alive, 1101 days
222.2
TCGA-E9-A1RH-01A
63 years, female, white, stage:Stage IIA, alive, 1417 days
221.0
TCGA-D8-A13Z-01A
51 years, female, white, stage:'--, alive, 635 days
220.9
TCGA-BH-A1F5-01A
62 years, female, white, stage:Stage IIA, dead, 2712 days
218.9
TCGA-A2-A3XS-01A
62 years, female, black or african american, stage:Stage IIIA, dead, 1032 days
217.5
TCGA-EW-A1P3-01A
48 years, female, white, stage:Stage IIA, alive, 1611 days
217.4
TCGA-A2-A0CP-01A
60 years, female, white, stage:Stage IA, alive, 2813 days
213.9
TCGA-AO-A03R-01A
57 years, female, white, stage:Stage IIB, alive, 2091 days
213.7
TCGA-A7-A4SA-01A
40 years, female, white, stage:Stage IIB, alive, 454 days
213.1
TCGA-D8-A73X-01A
53 years, female, white, stage:Stage IIA, alive, 767 days
212.6
TCGA-LD-A74U-01A
79 years, female, white, stage:Stage IIIC, alive, 402 days
209.7
TCGA-A2-A0ER-01A
63 years, female, white, stage:Stage IB, alive, 2263 days
209.6
TCGA-AO-A0J2-01A
41 years, female, white, stage:Stage IA, alive, 997 days
209.5
TCGA-A8-A08T-01A
64 years, female, stage:Stage IV, dead, 3409 days
209.5
TCGA-LL-A5YP-01A
49 years, female, black or african american, stage:Stage IIB, alive, 450 days
207.6
TCGA-A7-A425-01A
70 years, female, white, stage:Stage IIIC, alive, 447 days
206.5
TCGA-BH-A0AZ-01A
47 years, female, white, stage:Stage IIIA, alive, 1919 days
204.4
TCGA-BH-A18P-01A
60 years, female, white, stage:Stage I, dead, 921 days
204.0
TCGA-E9-A1NH-01A
71 years, female, white, stage:Stage IIB, alive, 576 days
203.7
TCGA-AR-A24L-01A
26 years, female, white, stage:Stage IIB, dead, 2866 days
203.4
TCGA-E2-A158-01A
43 years, female, white, stage:Stage IIA, alive, 450 days
201.4
TCGA-BH-A42V-01A
41 years, female, black or african american, stage:Stage IB, alive, 635 days
200.3
TCGA-D8-A1XB-01A
62 years, female, white, stage:Stage IIB, alive, 552 days
200.1
TCGA-BH-A1FG-01A
88 years, female, white, stage:Stage I, dead, 577 days
199.2
TCGA-BH-A5IZ-01A
51 years, female, black or african american, stage:Stage IIB, alive, 567 days
199.0
TCGA-AR-A1AL-01A
60 years, female, white, stage:Stage IIIA, alive, 2971 days
198.1
TCGA-AO-A0J5-01A
48 years, female, white, stage:Stage IV, dead, 792 days
197.1
TCGA-BH-A0HP-01A
65 years, female, white, stage:Stage IIIA, alive, 414 days
196.3
TCGA-A8-A08L-01A
89 years, female, stage:Stage IIIA, dead, 30 days
195.8
TCGA-AO-A03P-01A
54 years, female, black or african american, stage:Stage IIB, dead, 2911 days
195.1
TCGA-E2-A14T-01A
52 years, female, white, stage:Stage IIA, alive, 2311 days
194.4
TCGA-B6-A409-01A
44 years, female, black or african american, stage:Stage IIIA, dead, 573 days
194.1
TCGA-C8-A12Y-01A
44 years, female, asian, stage:Stage IIB, alive, 1476 days
189.4
TCGA-UU-A93S-01A
63 years, female, black or african american, stage:Stage IV, dead, 116 days
188.5
TCGA-BH-A0B9-01A
44 years, female, white, stage:Stage IA, alive, 1572 days
187.7
TCGA-E9-A1RG-01A
62 years, female, white, stage:Stage IIIA, alive, 647 days
186.3
TCGA-A2-A0T4-01A
62 years, female, white, stage:Stage IIA, alive, 624 days
186.3
TCGA-A2-A0T7-01A
51 years, female, white, stage:Stage IIA, alive, 631 days
186.0
TCGA-AC-A6NO-01A
43 years, female, black or african american, stage:Stage IIB, alive, 51 days
184.9
TCGA-E9-A1RF-01A
68 years, female, white, stage:Stage IIIA, alive, 200 days
184.7
TCGA-S3-A6ZF-01A
64 years, female, black or african american, stage:Stage IIA, alive, 572 days
181.8
TCGA-A2-A0YD-01A
63 years, female, white, stage:Stage IIB, alive, 769 days
181.6
TCGA-AO-A1KQ-01A
84 years, male, white, stage:Stage IIIB, alive, 1882 days
181.6
TCGA-E9-A22H-01A
42 years, female, white, stage:Stage IIB, alive, 1232 days
181.0
TCGA-GM-A2DB-01A
62 years, female, white, stage:Stage IIA, alive, 2406 days
180.8
TCGA-BH-A0GZ-01A
62 years, female, white, stage:Stage IIA, alive, 328 days
180.0
TCGA-D8-A1J8-01A
77 years, female, white, stage:Stage IIB, alive, 431 days
179.9
TCGA-C8-A135-01A
64 years, female, asian, stage:Stage IIB, alive, 393 days
179.3
TCGA-OL-A6VR-01A
48 years, female, black or african american, stage:Stage IA, alive, 1220 days
178.6
TCGA-A2-A0CX-01A
52 years, female, white, stage:Stage IIA, alive, 1728 days
177.2
TCGA-AN-A0FS-01A
55 years, female, white, stage:Stage IA, alive, 210 days
176.7
TCGA-E9-A22A-01A
74 years, female, white, stage:Stage IIA, alive, 1189 days
176.5
TCGA-BH-A0DX-01A
62 years, female, white, stage:Stage I, alive, 2156 days
175.7
TCGA-UL-AAZ6-01A
73 years, female, black or african american, stage:Stage IIA, alive, 518 days
175.6
TCGA-E9-A1R7-01A
64 years, female, white, stage:Stage IIA, alive, 1467 days
175.0
TCGA-BH-A0HF-01A
77 years, female, white, stage:Stage IA, alive, 727 days
174.8
TCGA-A2-A04U-01A
47 years, female, white, stage:Stage IIA, alive, 2654 days
174.4
TCGA-E2-A1IL-01A
78 years, female, white, stage:Stage IIA, alive, 118 days
174.1
TCGA-AR-A2LM-01A
49 years, female, white, stage:Stage II, alive, 1935 days
173.5
TCGA-Z7-A8R5-01A
61 years, female, white, stage:Stage IIIA, alive, 3287 days
172.7
TCGA-A2-A0YJ-01A
39 years, female, white, stage:Stage IIIA, alive, 566 days
171.3
TCGA-AC-A3TM-01A
50 years, female, white, stage:Stage IIIA, alive, 762 days
171.2
TCGA-B6-A0RP-01A
73 years, female, white, stage:'--, dead, 3126 days
171.0
TCGA-D8-A1XM-01A
57 years, female, white, stage:Stage IA, alive, 538 days
170.1
TCGA-D8-A3Z6-01A
56 years, female, white, stage:Stage IIIC, alive, 563 days
170.1
TCGA-A7-A6VW-01A
48 years, female, black or african american, stage:Stage IIA, alive, 285 days
168.5
TCGA-D8-A27H-01A
72 years, female, white, stage:Stage IIA, alive, 397 days
168.0
TCGA-A8-A095-01A
45 years, female, stage:Stage I, alive, 1277 days
167.2
TCGA-D8-A1XS-01A
48 years, male, white, stage:Stage IIIC, alive, 496 days
167.1
TCGA-E2-A1BC-01A
63 years, female, stage:Stage IA, alive, 501 days
165.8
TCGA-A2-A0ES-01A
52 years, female, white, stage:Stage IIA, alive, 2190 days
165.5
TCGA-AR-A24H-01A
65 years, female, white, stage:Stage IIA, alive, 4894 days
165.5
TCGA-AQ-A1H3-01A
49 years, female, white, stage:Stage IIIC, alive, 989 days
165.1
TCGA-A2-A0YM-01A
67 years, female, white, stage:Stage IIA, alive, 965 days
164.1
TCGA-AN-A0AJ-01A
79 years, female, white, stage:Stage IIB, alive, 303 days
162.7
TCGA-BH-A0H7-01A
65 years, female, white, stage:Stage IIIA, alive, 702 days
161.7
TCGA-BH-A0BV-01A
78 years, female, white, stage:Stage IIB, alive, 1519 days
158.5
TCGA-E9-A249-01A
45 years, female, white, stage:Stage IIA, alive, 217 days
157.7
TCGA-A7-A0CD-01A
66 years, female, white, stage:Stage I, alive, 1165 days
157.6
TCGA-AC-A8OP-01A
72 years, female, black or african american, stage:Stage IA, alive, 614 days
157.4
TCGA-D8-A1XZ-01A
81 years, female, white, stage:Stage IIIA, alive, 466 days
156.8
TCGA-AN-A04C-01A
51 years, female, white, stage:Stage IIB, alive, 54 days
156.6
TCGA-JL-A3YX-01A
46 years, female, asian, stage:Stage IIA, alive, 352 days
156.4
TCGA-AR-A1AK-01A
70 years, female, white, stage:Stage I, alive, 3159 days
153.7
TCGA-OL-A5D8-01A
40 years, female, black or african american, stage:Stage IIB, alive, 973 days
153.3
TCGA-E2-A15I-01A
44 years, female, white, stage:Stage IIA, alive, 1692 days
152.5
TCGA-C8-A26Z-01A
59 years, female, asian, stage:Stage IIA, alive, 470 days
152.2
TCGA-AN-A0AT-01A
62 years, female, white, stage:Stage IIA, alive, 10 days
151.8
TCGA-D8-A1XT-01A
61 years, female, white, stage:Stage IIA, alive, 506 days
151.6
TCGA-E2-A1LG-01A
50 years, female, black or african american, stage:Stage IIA, alive, 1523 days
151.4
TCGA-A7-A26J-01A
49 years, female, white, stage:Stage IIA, alive, 627 days
150.4
TCGA-A2-A3XT-01A
45 years, female, black or african american, stage:Stage IIB, alive, 2770 days
150.0
TCGA-OL-A66O-01A
39 years, female, black or african american, stage:Stage IIB, alive, 528 days
148.5
TCGA-E2-A14Z-01A
64 years, female, white, stage:Stage I, dead, 563 days
146.7
TCGA-E2-A1IK-01A
71 years, female, white, stage:Stage IIA, alive, 1800 days
146.6
TCGA-A7-A5ZW-01A
47 years, female, black or african american, stage:Stage IIA, alive, 326 days
142.8
TCGA-D8-A1JM-01A
59 years, female, white, stage:Stage IIB, alive, 590 days
142.7
TCGA-D8-A1JL-01A
72 years, female, white, stage:Stage IIA, alive, 611 days
142.1
TCGA-BH-A6R8-01A
46 years, female, black or african american, stage:Stage IIA, alive, 293 days
141.2
TCGA-BH-A0DV-01A
54 years, female, white, stage:Stage IIIA, alive, 2064 days
141.0
TCGA-D8-A1X9-01A
66 years, female, white, stage:Stage IIB, alive, 727 days
140.2
TCGA-C8-A1HJ-01A
53 years, female, asian, stage:Stage IIA, alive, 5 days
139.2
TCGA-E2-A155-01A
58 years, female, white, stage:Stage IIB, alive, 640 days
137.0
TCGA-D8-A1XU-01A
56 years, female, white, stage:Stage IA, alive, 395 days
137.0
TCGA-AR-A0TY-01A
54 years, female, white, stage:Stage IIA, dead, 1699 days
136.7
TCGA-A8-A06T-01A
75 years, female, stage:Stage IIIA, alive, 1614 days
136.7
TCGA-AN-A0FW-01A
67 years, female, white, stage:Stage IIIA, alive, 11 days
135.4
TCGA-EW-A1IW-01A
80 years, female, white, stage:Stage IIB, alive, 371 days
135.2
TCGA-BH-A0DE-01A
62 years, female, white, stage:Stage IIA, alive, 2372 days
133.9
TCGA-E2-A14Q-01A
50 years, female, white, stage:Stage IIB, alive, 1163 days
133.8
TCGA-B6-A40B-01A
76 years, female, white, stage:Stage I, alive, 3152 days
133.3
TCGA-E9-A227-01A
42 years, female, white, stage:Stage IIB, alive, 975 days
132.4
TCGA-A2-A0D3-01A
42 years, female, white, stage:Stage IA, alive, 1873 days
132.4
TCGA-BH-A0HQ-01A
56 years, female, white, stage:Stage IIA, alive, 1121 days
132.3
TCGA-A2-A0CO-01A
85 years, female, white, stage:Stage IIB, dead, 1468 days
132.3
TCGA-A1-A0SQ-01A
45 years, female, white, stage:Stage IIB, alive, 554 days
131.5
TCGA-A1-A0SG-01A
61 years, female, white, stage:Stage IIB, alive, 434 days
129.7
TCGA-LL-A440-01A
61 years, female, white, stage:Stage IA, alive, 759 days
128.9
TCGA-D8-A27G-01A
75 years, female, white, stage:Stage IIA, alive, 409 days
128.9
TCGA-BH-A202-01A
60 years, female, white, stage:Stage II, alive, 795 days
128.6
TCGA-EW-A1J2-01A
50 years, female, black or african american, stage:'--, alive, 403 days
128.5
TCGA-A2-A25E-01A
34 years, female, black or african american, stage:Stage IIIA, alive, 3204 days
128.2
TCGA-B6-A0I1-01A
73 years, female, black or african american, stage:Stage IIA, dead, 2361 days
126.2
TCGA-A8-A08G-01A
41 years, female, stage:Stage IIA, alive, 607 days
125.7
TCGA-AN-A04A-01A
36 years, female, white, stage:Stage IIIA, alive, 90 days
125.6
TCGA-AR-A24X-01A
52 years, female, white, stage:Stage IIA, alive, 3004 days
125.1
TCGA-EW-A1P8-01A
58 years, female, white, stage:Stage IIIC, dead, 239 days
125.0
TCGA-A2-A04W-01A
50 years, female, white, stage:Stage IIB, alive, 3102 days
124.9
TCGA-GM-A5PX-01A
65 years, female, white, stage:Stage IIB, alive, 551 days
124.7
TCGA-E2-A15T-01A
65 years, female, white, stage:Stage IIA, alive, 1563 days
123.3
TCGA-E9-A1R4-01A
66 years, female, white, stage:Stage IA, alive, 186 days
122.4
TCGA-BH-AB28-01A
53 years, female, white, stage:Stage IIIA, alive, 287 days
121.4
TCGA-B6-A0RU-01A
40 years, female, white, stage:Stage IA, alive, 8605 days
121.4
TCGA-E9-A1NA-01A
58 years, female, white, stage:Stage IIA, alive, 1112 days
121.2
TCGA-A2-A0SY-01A
62 years, female, white, stage:Stage IIIA, alive, 1347 days
120.4
TCGA-AR-A1AU-01A
39 years, female, white, stage:Stage IIIA, alive, 2868 days
119.2
TCGA-E9-A245-01A
47 years, female, white, stage:Stage IIB, dead, 26 days
118.9
TCGA-A2-A1FZ-01A
63 years, female, white, stage:Stage IIA, alive, 683 days
118.5
TCGA-B6-A0RQ-01A
68 years, female, white, stage:Stage IIB, dead, 4267 days
118.2
TCGA-BH-A28Q-01A
46 years, female, white, stage:Stage IIB, alive, 1119 days
118.1
TCGA-A2-A0YC-01A
59 years, female, white, stage:Stage IIB, alive, 990 days
117.6
TCGA-W8-A86G-01A
66 years, female, white, stage:Stage IIA, alive, 347 days
117.3
TCGA-A7-A26H-01A
72 years, female, white, stage:Stage IIA, alive, 724 days
116.8
TCGA-E9-A1RA-01A
48 years, female, white, stage:Stage IA, alive, 1369 days
116.8
TCGA-BH-A0HA-01A
31 years, female, white, stage:Stage I, alive, 1611 days
116.1
TCGA-AN-A03Y-01A
66 years, female, white, stage:Stage IIA, alive, 10 days
115.6
TCGA-A8-A07O-01A
51 years, female, stage:Stage IIA, alive, 304 days
115.3
TCGA-A2-A0T3-01A
37 years, female, white, stage:Stage IB, alive, 1516 days
115.1
TCGA-A8-A09A-01A
40 years, female, stage:Stage X, alive, 304 days
115.0
TCGA-BH-A1ET-01A
55 years, female, white, stage:Stage I, dead, 2520 days
114.6
TCGA-OL-A5S0-01A
66 years, female, black or african american, stage:Stage IIB, alive, 620 days
114.1
TCGA-EW-A1PB-01A
70 years, female, black or african american, stage:Stage IIIA, alive, 608 days
113.5
TCGA-C8-A130-01A
52 years, female, asian, stage:Stage IIIA, alive, 370 days
112.7
TCGA-OL-A5RZ-01A
57 years, female, black or african american, stage:Stage IA, alive, 679 days
112.3
TCGA-LL-A5YL-01A
64 years, female, white, stage:Stage IIB, alive, 519 days
112.3
TCGA-A2-A04R-01A
36 years, female, black or african american, stage:Stage IA, alive, 3709 days
111.5
TCGA-GM-A2DC-01A
57 years, female, white, stage:Stage IIA, alive, 2535 days
110.9
TCGA-E9-A1R3-01A
70 years, female, white, stage:Stage IIIC, alive, 78 days
109.3
TCGA-A2-A4S3-01A
59 years, female, black or african american, stage:Stage IIB, alive, 666 days
109.1
TCGA-E9-A1RE-01A
74 years, female, white, stage:Stage IIIA, alive, 1419 days
109.0
TCGA-A7-A13E-01A
62 years, female, white, stage:Stage IIB, dead, 614 days
108.5
TCGA-A1-A0SK-01A
54 years, female, asian, stage:Stage IIA, dead, 967 days
107.2
TCGA-A8-A09D-01A
47 years, female, stage:Stage IIB, alive, 1522 days
106.3
TCGA-BH-A0B5-01A
40 years, female, white, stage:Stage IIIA, alive, 2136 days
104.9
TCGA-AO-A12F-01A
36 years, female, white, stage:Stage IIA, alive, 1842 days
104.1
TCGA-E2-A14Y-01A
35 years, female, white, stage:Stage IIA, alive, 2109 days
102.6
TCGA-OL-A66L-01A
71 years, female, black or african american, stage:Stage IA, alive, 1301 days
102.4
TCGA-GM-A4E0-01A
67 years, female, white, stage:Stage IIIC, alive, 2191 days
101.9
TCGA-B6-A2IU-01A
62 years, female, white, stage:Stage IIA, alive, 5176 days
101.9
TCGA-B6-A0X1-01A
48 years, female, white, stage:'--, dead, 7455 days
101.2
TCGA-D8-A1XA-01A
64 years, female, white, stage:Stage IA, alive, 839 days
101.2
TCGA-C8-A273-01A
29 years, female, asian, stage:Stage IIB, alive, 513 days
100.9
TCGA-D8-A27F-01A
40 years, female, white, stage:Stage IIA, alive, 488 days
100.4
TCGA-AO-A0JM-01A
40 years, female, stage:Stage IIB, alive, 2184 days
100.3
TCGA-E2-A15D-01A
47 years, female, white, stage:Stage IIA, alive, 526 days
100.1
TCGA-AO-A12E-01A
51 years, female, white, stage:Stage IIB, alive, 2142 days
99.9
TCGA-D8-A1J9-01A
48 years, female, white, stage:Stage IA, alive, 532 days
99.6
TCGA-AC-A3W7-01A
66 years, female, white, stage:Stage IIB, alive, 471 days
99.5
TCGA-A8-A093-01A
61 years, female, stage:Stage IIA, alive, 546 days
98.0
TCGA-AR-A24R-01A
45 years, female, white, stage:Stage IIIA, alive, 3430 days
97.8
TCGA-D8-A1JE-01A
62 years, female, white, stage:Stage IIA, alive, 575 days
96.8
TCGA-A8-A097-01A
65 years, female, stage:Stage IIB, alive, 365 days
96.7
TCGA-OL-A5RW-01A
40 years, female, black or african american, stage:Stage IIA, alive, 1106 days
96.6
TCGA-E2-A15F-01A
64 years, female, white, stage:Stage I, alive, 658 days
96.0
TCGA-E2-A10B-01A
67 years, female, white, stage:Stage IIB, alive, 1141 days
95.9
TCGA-AO-A1KT-01A
78 years, female, white, stage:Stage IIA, alive, 541 days
95.0
TCGA-A2-A3XU-01A
35 years, female, black or african american, stage:Stage IIB, dead, 912 days
93.9
TCGA-LL-A9Q3-01A
69 years, female, white, stage:Stage IIIC, alive, 532 days
93.8
TCGA-B6-A401-01A
47 years, female, black or african american, stage:Stage IIA, alive, 2596 days
93.3
TCGA-D8-A1XJ-01A
76 years, female, white, stage:Stage IIIA, alive, 664 days
92.8
TCGA-AN-A0XL-01A
61 years, female, white, stage:Stage IIA, alive, 163 days
92.7
TCGA-E9-A1N3-01A
70 years, female, white, stage:Stage IIIA, alive, 1059 days
92.0
TCGA-BH-A201-01A
64 years, female, white, stage:Stage IA, alive, 856 days
91.0
TCGA-S3-AA12-01A
82 years, female, black or african american, stage:Stage IIIA, alive, 574 days
90.6
TCGA-BH-A0H9-01A
69 years, female, white, stage:Stage IIA, alive, 1247 days
89.5
TCGA-LL-A740-01A
61 years, female, black or african american, stage:Stage IA, alive, 441 days
88.5
TCGA-E2-A1L6-01A
44 years, female, white, stage:Stage IIA, alive, 1648 days
88.5
TCGA-E2-A106-01A
34 years, female, asian, stage:Stage IB, alive, 2541 days
88.1
TCGA-E2-A10F-01A
47 years, female, white, stage:Stage IIA, alive, 878 days
87.6
TCGA-BH-A5J0-01A
63 years, female, black or african american, stage:Stage IA, alive, 715 days
87.1
TCGA-AR-A24Z-01A
57 years, female, white, stage:Stage IIA, alive, 3001 days
86.4
TCGA-A2-A0EU-01A
79 years, female, white, stage:Stage IA, alive, 1043 days
85.9
TCGA-A7-A4SE-01A
54 years, female, black or african american, stage:Stage IIA, alive, 644 days
85.4
TCGA-BH-A0E2-01A
49 years, female, black or african american, stage:Stage IIIA, alive, 435 days
84.8
TCGA-AN-A041-01A
29 years, female, white, stage:Stage IIB, alive, 7 days
83.0
TCGA-B6-A0RG-01A
26 years, female, white, stage:Stage IIB, alive, 2082 days
82.8
TCGA-AN-A049-01A
62 years, female, white, stage:Stage IIA, alive, 19 days
82.4
TCGA-C8-A26V-01A
47 years, female, asian, stage:Stage IIIA, alive, 616 days
81.2
TCGA-D8-A27V-01A
62 years, female, white, stage:Stage IIA, alive, 381 days
80.5
TCGA-A2-A4S2-01A
62 years, female, white, stage:Stage IIIA, alive, 643 days
80.4
TCGA-AR-A24V-01A
52 years, female, white, stage:Stage IIB, alive, 3203 days
79.0
TCGA-AR-A1AR-01A
50 years, female, white, stage:Stage IIIA, dead, 524 days
78.8
TCGA-AR-A2LE-01A
69 years, female, white, stage:Stage I, alive, 5062 days
78.7
TCGA-BH-A0B1-01A
66 years, female, white, stage:Stage IIB, alive, 1148 days
78.2
TCGA-GM-A2DK-01A
58 years, female, white, stage:Stage I, alive, 2645 days
77.5
TCGA-AO-A1KR-01A
51 years, female, white, stage:Stage IIA, alive, 2513 days
76.9
TCGA-A2-A0CT-01A
71 years, female, white, stage:Stage IIA, alive, 2289 days
76.9
TCGA-AC-A23G-01A
76 years, female, white, stage:Stage IIA, alive, 2248 days
76.5
TCGA-E9-A1RD-01A
67 years, female, white, stage:Stage IIA, alive, 34 days
76.4
TCGA-AR-A2LR-01A
49 years, female, white, stage:Stage I, alive, 1742 days
75.5
TCGA-E9-A1R5-01A
63 years, female, white, stage:Stage IA, alive, 92 days
74.9
TCGA-AO-A0J6-01A
61 years, female, white, stage:Stage IIA, alive, 1140 days
74.8
TCGA-E9-A1R2-01A
51 years, female, white, stage:Stage IIIC, alive, 1063 days
74.8
TCGA-A8-A07L-01A
58 years, female, stage:Stage IIIA, alive, 975 days
74.1
TCGA-AN-A0FK-01A
88 years, female, white, stage:Stage IIIB, alive, 213 days
73.9
TCGA-AR-A24S-01A
61 years, female, white, stage:Stage I, alive, 2976 days
73.1
TCGA-E2-A14U-01A
74 years, female, white, stage:Stage I, alive, 1318 days
72.9
TCGA-V7-A7HQ-01A
75 years, female, black or african american, stage:Stage IIIA, alive, 2033 days
72.9
TCGA-AR-A1AP-01A
80 years, female, white, stage:Stage I, alive, 2856 days
72.5
TCGA-E2-A15R-01A
64 years, female, white, stage:Stage IIA, alive, 1732 days
72.0
TCGA-A2-A0D1-01A
76 years, female, white, stage:Stage IIA, alive, 1051 days
71.9
TCGA-A8-A07J-01A
35 years, female, stage:Stage IIB, alive, 365 days
71.3
TCGA-A8-A09W-01A
70 years, female, stage:Stage IIIB, alive, 30 days
71.2
TCGA-PL-A8LY-01A
30 years, female, black or african american, stage:Stage IIB, alive, 8 days
71.0
TCGA-AO-A0JB-01A
50 years, female, white, stage:Stage IIIA, alive, 1542 days
69.9
TCGA-A1-A0SN-01A
50 years, female, white, stage:Stage IIA, alive, 1196 days
69.8
TCGA-A2-A0SU-01A
66 years, female, white, stage:Stage IIA, alive, 1662 days
69.6
TCGA-BH-A0E1-01A
52 years, female, white, stage:Stage IIB, alive, 477 days
69.5
TCGA-E9-A22E-01A
56 years, female, white, stage:Stage IIIA, alive, 1269 days
69.4
TCGA-AO-A12B-01A
63 years, female, white, stage:Stage IIA, alive, 2989 days
68.4
TCGA-C8-A137-01A
34 years, female, asian, stage:Stage IIB, alive, 379 days
67.6
TCGA-OL-A5DA-01A
61 years, female, white, stage:Stage IIA, alive, 1783 days
67.3
TCGA-LL-A5YM-01A
88 years, female, black or african american, stage:Stage IIIB, alive, 394 days
67.2
TCGA-A7-A0DA-01A
62 years, female, white, stage:Stage IIA, alive, 1085 days
66.5
TCGA-A8-A086-01A
59 years, female, stage:Stage IIA, alive, 396 days
66.3
TCGA-A1-A0SO-01A
67 years, female, white, stage:Stage IIB, alive, 852 days
66.3
TCGA-E2-A1IN-01A
60 years, female, white, stage:Stage I, alive, 675 days
66.0
TCGA-BH-A0HU-01A
52 years, female, white, stage:Stage IA, alive, 392 days
65.8
TCGA-B6-A0I8-01A
46 years, female, white, stage:Stage X, dead, 749 days
65.0
TCGA-AC-A4ZE-01A
63 years, female, white, stage:Stage IIB, alive, 890 days
63.9
TCGA-AR-A1AH-01A
51 years, female, white, stage:Stage IIB, alive, 3807 days
63.7
TCGA-B6-A0X0-01A
54 years, female, white, stage:Stage I, dead, 3945 days
63.5
TCGA-AO-A12G-01A
75 years, female, white, stage:Stage IIA, alive, 1639 days
62.6
TCGA-AO-A124-01A
38 years, female, white, stage:Stage IIA, alive, 3506 days
62.2
TCGA-EW-A1P1-01A
68 years, female, white, stage:Stage IIIC, alive, 1210 days
62.0
TCGA-BH-A0HO-01A
48 years, female, white, stage:Stage IIA, alive, 76 days
60.9
TCGA-BH-A0BT-01A
56 years, female, white, stage:Stage IIA, alive, 2365 days
60.9
TCGA-AC-A2B8-01A
84 years, female, white, stage:Stage IIB, alive, 677 days
60.3
TCGA-A2-A0EM-01A
73 years, female, white, stage:Stage IA, alive, 3094 days
60.3
TCGA-AO-A0JD-01A
59 years, female, white, stage:Stage IIIA, alive, 2190 days
59.8
TCGA-E9-A6HE-01A
45 years, female, white, stage:Stage IIIC, alive, 847 days
58.9
TCGA-AR-A5QN-01A
68 years, female, white, stage:Stage IIIC, alive, 1013 days
58.9
TCGA-E2-A1LL-01A
73 years, female, black or african american, stage:Stage IIIA, alive, 1309 days
58.6
TCGA-WT-AB44-01A
77 years, female, white, stage:Stage IA, alive, 883 days
58.4
TCGA-BH-A0HI-01A
78 years, female, white, stage:Stage IA, alive, 620 days
58.2
TCGA-E2-A15O-01A
89 years, female, black or african american, stage:Stage I, alive, 289 days
57.7
TCGA-A8-A0AB-01A
54 years, female, stage:Stage IIA, alive, 518 days
56.4
TCGA-A2-A0CW-01A
67 years, female, white, stage:Stage IIB, alive, 3283 days
55.9
TCGA-BH-A0B0-01A
56 years, female, black or african american, stage:Stage I, alive, 2477 days
55.6
TCGA-A8-A08Z-01A
76 years, female, stage:'--, alive, 1217 days
55.4
TCGA-Z7-A8R6-01A
46 years, female, white, stage:Stage I, alive, 3256 days
54.7
TCGA-A8-A09N-01A
57 years, female, stage:Stage IIIC, alive, 31 days
54.4
TCGA-E2-A1IE-01A
61 years, female, white, stage:Stage IIB, alive, 2362 days
54.4
TCGA-A8-A07W-01A
76 years, female, stage:Stage IV, alive, 304 days
54.0
TCGA-A7-A0CH-01A
79 years, female, white, stage:Stage IIA, alive, 1079 days
54.0
TCGA-EW-A2FW-01A
52 years, female, white, stage:Stage IIA, alive, 672 days
53.5
TCGA-BH-A1FJ-01A
66 years, female, white, stage:Stage IIIA, dead, 1927 days
53.3
TCGA-EW-A1P0-01A
55 years, female, white, stage:Stage IIB, alive, 1251 days
52.6
TCGA-E2-A150-01A
48 years, female, white, stage:Stage IIA, alive, 1935 days
52.6
TCGA-C8-A1HE-01A
59 years, female, asian, stage:Stage IIA, alive, 375 days
51.7
TCGA-AO-A0JL-01A
59 years, female, white, stage:Stage IIIA, alive, 1683 days
51.3
TCGA-E9-A247-01A
59 years, female, white, stage:Stage IA, alive, 1186 days
50.8
TCGA-D8-A1JA-01A
60 years, female, white, stage:'--, alive, 502 days
50.4
TCGA-OL-A97C-01A
67 years, female, black or african american, stage:Stage IIB, alive, 271 days
50.3
TCGA-C8-A12N-01A
58 years, female, asian, stage:Stage IIA, alive, 358 days
50.1
TCGA-E9-A1R6-01A
63 years, female, white, stage:Stage IIA, alive, 339 days
49.9
TCGA-AC-A2FM-01A
87 years, female, white, stage:Stage IIB, dead, 792 days
48.8
TCGA-AO-A0JF-01A
68 years, female, white, stage:Stage IIA, alive, 1980 days
48.7
TCGA-A8-A07P-01A
68 years, female, stage:Stage IIB, alive, 334 days
48.6
TCGA-A2-A0T0-01A
59 years, female, white, stage:Stage IIB, alive, 533 days
48.3
TCGA-BH-A18L-01A
50 years, female, white, stage:Stage IIIA, dead, 811 days
48.3
TCGA-A8-A06Q-01A
63 years, female, stage:Stage IIIA, alive, 31 days
48.3
TCGA-AO-A0J8-01A
61 years, female, white, stage:Stage IIA, alive, 680 days
47.4
TCGA-BH-A1EV-01A
45 years, female, white, stage:Stage IIIA, dead, 365 days
47.1
TCGA-B6-A402-01A
47 years, female, black or african american, stage:Stage I, alive, 2281 days
47.1
TCGA-A2-A4S1-01A
66 years, female, white, stage:Stage IIA, alive, 820 days
46.8
TCGA-D8-A1Y3-01A
61 years, female, white, stage:Stage IIIA, alive, 430 days
46.2
TCGA-A7-A0D9-01A
37 years, female, white, stage:Stage IIA, alive, 1139 days
45.9
TCGA-D8-A1JP-01A
73 years, female, white, stage:Stage IA, alive, 639 days
45.9
TCGA-GI-A2C9-01A
58 years, female, black or african american, stage:Stage IIB, alive, 3342 days
45.8
TCGA-A8-A08A-01A
89 years, female, stage:Stage I, alive, 30 days
45.1
TCGA-B6-A0WY-01A
40 years, female, white, stage:Stage IIIA, dead, 3461 days
45.0
TCGA-B6-A0I5-01A
49 years, female, white, stage:Stage IIB, alive, 8556 days
44.5
TCGA-GM-A3XG-01A
46 years, female, white, stage:Stage IIIA, alive, 1330 days
44.4
TCGA-D8-A1JN-01A
80 years, female, white, stage:Stage IIIC, alive, 620 days
43.9
TCGA-BH-A0BP-01A
76 years, female, white, stage:Stage I, dead, 2296 days
43.7
TCGA-A2-A1FV-01A
74 years, female, white, stage:Stage IIB, alive, 714 days
42.9
TCGA-BH-A0DD-01A
58 years, male, white, stage:Stage IIB, alive, 2486 days
42.0
TCGA-E2-A1LE-01A
71 years, female, white, stage:Stage IIIC, dead, 879 days
41.7
TCGA-S3-AA11-01A
67 years, female, black or african american, stage:Stage IIA, alive, 421 days
41.1
TCGA-C8-A3M8-01A
68 years, female, asian, stage:Stage IA, alive, 394 days
41.0
TCGA-E2-A105-01A
79 years, female, white, stage:Stage IIA, alive, 1308 days
40.8
TCGA-BH-A1EY-01A
79 years, female, white, stage:Stage IIA, dead, 538 days
40.6
TCGA-A8-A07Z-01A
85 years, female, stage:Stage IIA, alive, 1371 days
40.2
TCGA-E2-A576-01A
69 years, female, black or african american, stage:Stage IA, alive, 1043 days
40.1
TCGA-C8-A1HL-01A
38 years, female, asian, stage:Stage IIIA, alive, 317 days
40.0
TCGA-E2-A15S-01A
34 years, female, white, stage:Stage IIB, alive, 428 days
39.5
TCGA-E2-A152-01A
56 years, female, white, stage:Stage I, alive, 2128 days
39.4
TCGA-AR-A0U3-01A
59 years, female, white, stage:Stage IIB, alive, 4080 days
38.3
TCGA-BH-A0W4-01A
46 years, female, white, stage:Stage IIA, alive, 759 days
38.3
TCGA-A8-A08F-01A
59 years, female, stage:Stage IIIC, alive, 1004 days
38.0
TCGA-AN-A0FY-01A
55 years, female, white, stage:Stage IA, alive, 10 days
37.9
TCGA-A8-A092-01A
48 years, female, stage:Stage IIIA, alive, 942 days
37.9
TCGA-GI-A2C8-01A
63 years, female, white, stage:Stage IIIB, alive, 225 days
37.2
TCGA-EW-A1OZ-01A
56 years, female, black or african american, stage:Stage IIA, alive, 1229 days
37.0
TCGA-E9-A1NF-01A
60 years, female, white, stage:Stage IIA, dead, 1072 days
36.6
TCGA-D8-A73W-01A
79 years, female, white, stage:Stage IIIA, dead, 385 days
36.3
TCGA-E2-A570-01A
47 years, female, black or african american, stage:Stage IB, alive, 931 days
35.5
TCGA-BH-A1FN-01A
34 years, female, white, stage:Stage IIA, dead, 2192 days
35.5
TCGA-BH-A0HY-01A
60 years, female, white, stage:Stage I, alive, 1545 days
35.5
TCGA-E2-A1BD-01A
53 years, female, white, stage:Stage IIA, alive, 1133 days
35.2
TCGA-AC-A2QJ-01A
48 years, female, white, stage:Stage IIIB, dead, 446 days
34.7
TCGA-BH-A0EI-01A
51 years, female, white, stage:Stage IIA, alive, 1926 days
34.6
TCGA-A7-A6VX-01A
68 years, female, black or african american, stage:Stage IIA, alive, 317 days
34.3
TCGA-A8-A09T-01A
68 years, female, stage:'--, alive, 579 days
34.1
TCGA-GM-A2DL-01A
50 years, female, white, stage:Stage I, alive, 3519 days
33.9
TCGA-GM-A2D9-01A
69 years, female, white, stage:Stage I, dead, 1812 days
33.8
TCGA-E2-A14N-01A
37 years, female, white, stage:Stage IIB, alive, 1434 days
33.7
TCGA-E2-A10A-01A
41 years, female, white, stage:Stage IIB, alive, 1229 days
33.5
TCGA-AR-A24K-01A
46 years, female, white, stage:Stage IIA, alive, 1548 days
33.4
TCGA-GM-A3NW-01A
63 years, female, white, stage:Stage IIA, alive, 3361 days
33.2
TCGA-BH-A1ES-01A
35 years, female, white, stage:Stage IIB, dead, 3462 days
32.4
TCGA-BH-A0B4-01A
65 years, male, white, stage:Stage IIIA, alive, 1191 days
31.9
TCGA-E9-A2JS-01A
72 years, female, white, stage:Stage IIB, dead, 904 days
31.7
TCGA-A2-A0D4-01A
37 years, female, black or african american, stage:Stage IIB, alive, 767 days
31.1
TCGA-E9-A1N6-01A
52 years, female, white, stage:Stage IIB, dead, 678 days
31.0
TCGA-E2-A14V-01A
53 years, female, white, stage:Stage IIB, alive, 1042 days
31.0
TCGA-B6-A400-01A
43 years, female, black or african american, stage:Stage IIIA, alive, 215 days
31.0
TCGA-B6-A0WW-01A
58 years, female, black or african american, stage:Stage X, dead, 558 days
30.9
TCGA-AO-A0J9-01A
61 years, female, white, stage:Stage IIIC, alive, 1613 days
30.8
TCGA-A8-A09B-01A
58 years, female, stage:Stage IIIB, alive, 365 days
30.6
TCGA-AR-A0U2-01A
47 years, female, white, stage:Stage IIIA, dead, 2551 days
30.5
TCGA-B6-A0RM-01A
57 years, female, black or african american, stage:Stage X, dead, 2373 days
30.5
TCGA-E9-A1NG-01A
62 years, female, white, stage:Stage IIA, dead, 786 days
30.4
TCGA-AR-A1AY-01A
65 years, female, white, stage:Stage I, alive, 1026 days
29.6
TCGA-A2-A0ET-01A
58 years, female, white, stage:Stage IIIA, alive, 1066 days
29.4
TCGA-E2-A1IG-01A
45 years, female, white, stage:Stage IIB, alive, 2140 days
29.3
TCGA-BH-A0BR-01A
59 years, female, white, stage:Stage I, alive, 2330 days
28.8
TCGA-AO-A03T-01A
42 years, female, white, stage:Stage IIB, alive, 2124 days
27.9
TCGA-E9-A1RB-01A
40 years, female, white, stage:Stage IIA, dead, 976 days
27.8
TCGA-AC-A62V-01A
58 years, male, black or african american, stage:Stage IV, dead, 348 days
27.6
TCGA-AO-A1KP-01A
77 years, female, white, stage:Stage IIA, alive, 2953 days
27.2
TCGA-AN-A0XR-01A
55 years, female, white, stage:Stage IIIA, alive, 10 days
27.1
TCGA-D8-A1XY-01A
74 years, female, white, stage:Stage IIA, alive, 503 days
26.9
TCGA-E2-A15E-01A
40 years, female, white, stage:Stage IIA, alive, 630 days
26.6
TCGA-A7-A13F-01A
44 years, female, white, stage:Stage IIIA, alive, 765 days
26.6
TCGA-A8-A084-01A
81 years, female, stage:Stage IIB, alive, 458 days
26.1
TCGA-BH-A0AY-01A
62 years, female, white, stage:Stage IIA, alive, 777 days
26.0
TCGA-A2-A0CU-01A
73 years, female, white, stage:Stage IIA, dead, 158 days
25.7
TCGA-BH-A0EE-01A
68 years, female, white, stage:Stage IIB, alive, 943 days
25.4
TCGA-E2-A10E-01A
64 years, female, white, stage:Stage IIA, alive, 865 days
25.4
TCGA-BH-A0B8-01A
64 years, female, white, stage:Stage I, alive, 1569 days
25.3
TCGA-C8-A1HN-01A
56 years, female, asian, stage:Stage IIA, alive, 394 days
25.3
TCGA-A7-A3J0-01A
62 years, female, white, stage:Stage IIA, alive, 313 days
25.3
TCGA-A2-A0D0-01A
60 years, female, black or african american, stage:Stage IIA, alive, 2048 days
25.2
TCGA-OL-A66J-01A
80 years, female, white, stage:Stage I, alive, 1996 days
25.1
TCGA-B6-A1KI-01A
63 years, female, white, stage:Stage I, alive, 2236 days
24.6
TCGA-LL-A6FQ-01A
77 years, female, black or african american, stage:Stage IIIA, alive, 80 days
24.6
TCGA-D8-A1XV-01A
84 years, female, white, stage:Stage IIA, alive, 461 days
24.5
TCGA-E2-A572-01A
72 years, female, black or african american, stage:Stage IIIA, alive, 1208 days
24.2
TCGA-AC-A23E-01A
50 years, female, white, stage:Stage IIB, alive, 698 days
24.1
TCGA-AQ-A54N-01A
51 years, female, black or african american, stage:Stage IIA, alive, 78 days
23.7
TCGA-E2-A1L9-01A
40 years, female, white, stage:Stage IIA, alive, 598 days
23.4
TCGA-AN-A046-01A
68 years, female, white, stage:Stage IIA, alive, 10 days
23.3
TCGA-A1-A0SB-01A
70 years, female, white, stage:Stage I, alive, 259 days
23.3
TCGA-GM-A5PV-01A
63 years, female, white, stage:Stage IIB, alive, 412 days
23.2
TCGA-BH-A18J-01A
56 years, female, white, stage:Stage IV, dead, 612 days
23.2
TCGA-D8-A27E-01A
66 years, female, white, stage:Stage IA, alive, 530 days
22.5
TCGA-BH-A18S-01A
79 years, female, white, stage:Stage I, dead, 2009 days
22.5
TCGA-AO-A1KS-01A
69 years, female, white, stage:Stage IIA, alive, 350 days
22.1
TCGA-E2-A2P5-01A
78 years, female, black or african american, stage:Stage IIIC, dead, 821 days
21.7
TCGA-AN-A0XN-01A
68 years, female, white, stage:Stage IIIA, alive, 10 days
21.6
TCGA-A2-A0T5-01A
39 years, female, white, stage:Stage IIA, alive, 531 days
21.5
TCGA-BH-A0H6-01A
82 years, female, white, stage:Stage I, alive, 747 days
21.4
TCGA-AC-A7VB-01A
51 years, female, black or african american, stage:Stage IIA, alive, 250 days
21.3
TCGA-A1-A0SM-01A
77 years, male, white, stage:Stage IIA, alive, 242 days
20.7
TCGA-A2-A1FX-01A
61 years, female, white, stage:Stage IIIA, alive, 1847 days
20.2
TCGA-AN-A0FJ-01A
59 years, female, white, stage:Stage IV, alive, 242 days
20.1
TCGA-BH-A0E0-01A
38 years, female, white, stage:Stage IIIC, alive, 134 days
19.7
TCGA-A7-A26E-01A
71 years, female, white, stage:Stage IIIA, alive, 954 days
19.6
TCGA-AC-A3YJ-01A
66 years, female, white, stage:Stage IIA, alive, 754 days
19.4
TCGA-AN-A04D-01A
58 years, female, white, stage:Stage IIB, alive, 52 days
19.3
TCGA-A7-A0CJ-01A
57 years, female, white, stage:Stage IIA, alive, 931 days
19.1
TCGA-A2-A3XW-01A
42 years, female, black or african american, stage:Stage IIB, alive, 1712 days
18.9
TCGA-D8-A1JJ-01A
54 years, female, white, stage:Stage IIA, alive, 611 days
18.1
TCGA-E9-A22B-01A
71 years, female, white, stage:Stage IA, alive, 1167 days
18.1
TCGA-EW-A6SA-01A
59 years, male, black or african american, stage:Stage II, alive, 510 days
17.9
TCGA-EW-A1J6-01A
70 years, female, white, stage:Stage I, alive, 875 days
17.8
TCGA-AC-A3TN-01A
75 years, female, white, stage:Stage IIB, alive, 456 days
17.4
TCGA-A8-A07S-01A
73 years, female, stage:Stage IIA, alive, 243 days
17.2
TCGA-BH-A0E7-01A
79 years, female, white, stage:Stage IIB, alive, 1363 days
17.0
TCGA-E9-A22G-01A
47 years, female, white, stage:Stage IIA, alive, 1239 days
17.0
TCGA-AR-A0TZ-01A
43 years, female, white, stage:'--, dead, 3262 days
16.6
TCGA-EW-A1J3-01A
61 years, female, white, stage:Stage IA, alive, 504 days
16.3
TCGA-AO-A126-01A
39 years, female, asian, stage:Stage IIA, alive, 3307 days
15.9
TCGA-AO-A0J7-01A
71 years, female, white, stage:Stage IIB, alive, 618 days
15.9
TCGA-AR-A1AN-01A
46 years, female, white, stage:Stage IIA, alive, 2920 days
15.8
TCGA-BH-A18T-01A
70 years, female, white, stage:Stage IIA, dead, 224 days
15.7
TCGA-E9-A3HO-01A
49 years, female, white, stage:Stage IIA, alive, 1158 days
15.6
TCGA-E2-A1B4-01A
74 years, female, white, stage:Stage IIIA, dead, 1004 days
15.2
TCGA-AO-A0J3-01A
67 years, female, white, stage:Stage IIB, alive, 651 days
15.1
TCGA-BH-A1F2-01A
53 years, female, white, stage:Stage IIIB, dead, 959 days
15.0
TCGA-B6-A0WV-01A
67 years, female, white, stage:Stage IIB, dead, 2417 days
14.8
TCGA-EW-A423-01A
75 years, female, white, stage:Stage IIA, alive, 533 days
14.7
TCGA-B6-A0RI-01A
44 years, female, white, stage:Stage IIIB, alive, 7126 days
14.6
TCGA-B6-A0RO-01A
71 years, female, white, stage:Stage IIIB, alive, 4929 days
14.5
TCGA-EW-A1P5-01A
77 years, female, white, stage:Stage IIB, alive, 703 days
14.3
TCGA-AQ-A54O-01A
51 years, male, black or african american, stage:Stage IIA, alive, 1001 days
14.2
TCGA-BH-A1FD-01A
68 years, female, white, stage:Stage I, dead, 1009 days
14.2
TCGA-EW-A1PD-01A
61 years, male, white, stage:Stage IIA, alive, 424 days
14.2
TCGA-A8-A099-01A
76 years, female, stage:Stage X, alive, 304 days
14.1
TCGA-BH-A42T-01A
75 years, female, black or african american, stage:Stage IIA, dead, 320 days
13.7
TCGA-E9-A1N8-01A
48 years, female, white, stage:Stage IIA, alive, 1039 days
13.3
TCGA-BH-A1EO-01A
68 years, female, white, stage:Stage IIA, dead, 2798 days
12.9
TCGA-A8-A07E-01A
81 years, female, stage:Stage X, alive, 608 days
12.7
TCGA-BH-A18N-01A
88 years, female, white, stage:Stage IIA, dead, 468 days
12.0
TCGA-A7-A3IY-01A
71 years, female, white, stage:Stage I, alive, 345 days
12.0
TCGA-AC-A5EH-01A
76 years, female, black or african american, stage:Stage IIB, alive, 511 days
11.7
TCGA-AC-A62X-01A
72 years, female, black or african american, stage:Stage IIA, alive, 417 days
11.4
TCGA-AO-A12H-01A
69 years, female, black or african american, stage:Stage IIA, alive, 1234 days
11.4
TCGA-AN-A0XO-01A
59 years, female, white, stage:Stage IIIA, alive, 375 days
11.2
TCGA-LQ-A4E4-01A
73 years, female, white, stage:Stage IIIA, alive, 849 days
10.7
TCGA-A2-A0T2-01A
66 years, female, white, stage:Stage IV, dead, 255 days
10.7
TCGA-D8-A1JT-01A
70 years, female, white, stage:Stage IIA, alive, 405 days
10.1
TCGA-AN-A0FT-01A
63 years, female, white, stage:Stage IIB, alive, 214 days
10.1
TCGA-AC-A62Y-01A
79 years, female, white, stage:Stage IIB, alive, 530 days
9.9
TCGA-D8-A1XR-01A
56 years, female, white, stage:Stage IIB, alive, 482 days
9.7
TCGA-E9-A54Y-01A
63 years, female, white, stage:Stage IIIA, alive, 725 days
9.6
TCGA-AN-A0AR-01A
55 years, female, white, stage:Stage IIA, alive, 10 days
9.4
TCGA-AN-A03X-01A
74 years, female, white, stage:Stage IIA, alive, 10 days
8.6
TCGA-AR-A1AS-01A
54 years, female, asian, stage:Stage IIB, alive, 1150 days
8.6
TCGA-A2-A04V-01A
39 years, female, white, stage:Stage IIA, dead, 1920 days
8.5
TCGA-AN-A0XP-01A
69 years, female, white, stage:Stage IIIA, alive, 9 days
8.3
TCGA-E2-A154-01A
68 years, female, white, stage:Stage I, alive, 591 days
8.2
TCGA-E2-A1LS-01A
46 years, female, white, stage:Stage IA, alive, 1604 days
7.9
TCGA-E2-A15G-01A
76 years, female, white, stage:Stage IIA, alive, 554 days
7.9
TCGA-AN-A0FL-01A
62 years, female, white, stage:Stage IIA, alive, 231 days
7.9
TCGA-AN-A0AS-01A
70 years, female, white, stage:Stage IIIA, alive, 10 days
7.4
TCGA-A8-A07B-01A
69 years, female, stage:Stage IIA, alive, 1308 days
7.3
TCGA-E2-A107-01A
54 years, female, white, stage:Stage IIIA, alive, 1047 days
7.3
TCGA-E2-A1LK-01A
84 years, female, black or african american, stage:Stage IIIC, dead, 266 days
7.3
TCGA-D8-A1JI-01A
54 years, female, white, stage:Stage IIA, alive, 577 days
7.2
TCGA-PE-A5DC-01A
72 years, female, white, stage:Stage IIIA, dead, 1430 days
7.2
TCGA-E9-A1N5-01A
45 years, female, white, stage:Stage IIB, alive, 1120 days
7.0
TCGA-B6-A0IB-01A
64 years, female, white, stage:Stage IV, dead, 3941 days
7.0
TCGA-LL-A6FR-01A
50 years, female, black or african american, stage:Stage IIA, alive, 489 days
7.0
TCGA-A2-A4S0-01A
77 years, female, white, stage:Stage IIA, alive, 706 days
6.9
TCGA-D8-A1XG-01A
86 years, female, white, stage:Stage IIIB, alive, 448 days
6.9
TCGA-PL-A8LX-01A
35 years, female, black or african american, stage:Stage IV, alive, 5 days
6.7
TCGA-A2-A0CY-01A
63 years, female, white, stage:Stage IIB, alive, 1673 days
6.7
TCGA-A8-A0A1-01A
84 years, female, stage:Stage IIA, alive, 365 days
6.6
TCGA-A8-A06Y-01A
66 years, female, stage:Stage IIA, alive, 791 days
6.5
TCGA-A2-A0SV-01A
63 years, female, white, stage:Stage IV, dead, 825 days
6.4
TCGA-A7-A3RF-01A
79 years, female, white, stage:Stage IIA, alive, 408 days
6.3
TCGA-E9-A24A-01A
69 years, female, white, stage:Stage IIA, alive, 747 days
6.3
TCGA-A7-A13D-01A
46 years, female, black or african american, stage:Stage IIA, alive, 965 days
6.2
TCGA-BH-A204-01A
80 years, female, white, stage:Stage IIB, dead, 2534 days
6.1
TCGA-A7-A3IZ-01A
62 years, female, white, stage:Stage IIA, alive, 322 days
5.7
TCGA-A8-A08C-01A
65 years, female, stage:Stage IIA, alive, 881 days
5.6
TCGA-A2-A0CS-01A
73 years, female, white, stage:Stage IV, dead, 2348 days
5.5
TCGA-A8-A06Z-01A
84 years, female, stage:Stage IIB, alive, 31 days
5.4
TCGA-AR-A1AV-01A
68 years, male, white, stage:Stage IIB, alive, 1864 days
5.2
TCGA-AN-A0FV-01A
58 years, female, white, stage:Stage IIA, alive, 10 days
4.9
TCGA-A8-A0AD-01A
83 years, female, stage:Stage I, alive, 1157 days
4.9
TCGA-B6-A0X5-01A
61 years, female, black or african american, stage:Stage IIB, dead, 2097 days
4.8
TCGA-A8-A0A9-01A
80 years, female, stage:Stage IIA, alive, 822 days
4.7
TCGA-D8-A1X6-01A
80 years, female, white, stage:Stage IIIA, alive, 541 days
4.6
TCGA-E9-A5FL-01A
65 years, female, white, stage:Stage IIB, alive, 24 days
4.6
TCGA-B6-A0RL-01A
60 years, female, black or african american, stage:Stage IIA, dead, 2469 days
4.3
TCGA-E9-A226-01A
45 years, female, white, stage:Stage IIIA, dead, 1048 days
4.2
TCGA-E9-A1NI-01A
51 years, female, white, stage:Stage IIA, alive, 300 days
4.1
TCGA-E9-A228-01A
58 years, female, white, stage:Stage IIB, alive, 1285 days
4.0
TCGA-C8-A274-01A
63 years, female, asian, stage:Stage IIA, alive, 508 days
4.0
TCGA-AR-A256-01A
45 years, female, white, stage:Stage IIA, dead, 2854 days
3.8
TCGA-AC-A3EH-01A
79 years, female, white, stage:Stage IIIC, dead, 197 days
3.8
TCGA-E2-A574-01A
44 years, female, black or african american, stage:Stage IIA, alive, 1179 days
3.7
TCGA-AN-A0FZ-01A
45 years, female, white, stage:Stage IIIA, alive, 10 days
3.4
TCGA-D8-A1XC-01A
85 years, female, white, stage:Stage IIIB, dead, 377 days
3.3
TCGA-5T-A9QA-01A
52 years, female, black or african american, stage:Stage IIA, alive, 303 days
2.8
TCGA-B6-A0IA-01A
51 years, female, white, stage:Stage IIA, alive, 8391 days
2.7
TCGA-BH-A0HL-01A
56 years, female, white, stage:Stage IIB, alive, 72 days
2.7
TCGA-A2-A0CQ-01A
62 years, female, black or african american, stage:Stage IA, alive, 2695 days
2.2
TCGA-GM-A2DM-01A
57 years, female, white, stage:Stage IIA, alive, 3226 days
2.0
TCGA-AQ-A0Y5-01A
70 years, female, white, stage:Stage IIIA, dead, 172 days
2.0
TCGA-E9-A1RC-01A
56 years, female, white, stage:Stage IIIC, alive, 1224 days
1.8
TCGA-LL-A442-01A
56 years, female, black or african american, stage:Stage IIA, alive, 889 days
1.8
TCGA-B6-A0IM-01A
75 years, female, black or african american, stage:Stage IIB, dead, 3873 days
1.7
TCGA-E9-A5UO-01A
41 years, female, white, stage:Stage IIA, alive, 785 days
1.7
TCGA-BH-A8FY-01A
87 years, female, white, stage:Stage IA, dead, 295 days
1.7
TCGA-AO-A125-01A
72 years, female, black or african american, stage:Stage IIA, alive, 3456 days
1.6
TCGA-BH-A0HW-01A
62 years, female, asian, stage:Stage IA, alive, 1561 days
1.5
TCGA-BH-A0HN-01A
67 years, female, white, stage:Stage IA, alive, 516 days
1.4
TCGA-A7-A0DC-01A
63 years, female, white, stage:Stage IA, alive, 906 days
1.3
TCGA-AR-A0TP-01A
43 years, female, white, stage:Stage IIA, alive, 4275 days
1.3
TCGA-E2-A56Z-01A
69 years, female, black or african american, stage:Stage IIB, alive, 252 days
1.2
TCGA-A8-A09E-01A
73 years, female, stage:Stage IIIB, alive, 1492 days
1.2
TCGA-B6-A0WZ-01A
50 years, female, black or african american, stage:Stage II, alive, 6292 days
1.2
TCGA-A2-A3XV-01A
46 years, female, black or african american, stage:Stage IIA, alive, 996 days
1.1
TCGA-D8-A1JS-01A
77 years, female, white, stage:Stage IA, alive, 371 days
1.1
TCGA-BH-A1EN-01A
78 years, female, white, stage:Stage IIA, dead, 2127 days
1.0
TCGA-AQ-A1H2-01A
84 years, female, white, stage:Stage IIIA, alive, 475 days
1.0
TCGA-E2-A15J-01A
51 years, female, white, stage:Stage I, alive, 1640 days
0.0
TCGA-A8-A085-01A
44 years, male, stage:Stage IIB, alive, 1124 days
0.0
TCGA-D8-A13Y-01A
52 years, female, white, stage:Stage IA, alive, 1728 days
0.0
TCGA-E2-A14W-01A
78 years, male, white, stage:Stage IIA, alive, 974 days
0.0
TCGA-EW-A1OX-01A
43 years, female, white, stage:Stage IIA, alive, 911 days
0.0
TCGA-B6-A0X4-01A
62 years, female, white, stage:Stage IIB, dead, 860 days
0.0
TCGA-AC-A8OR-01A
75 years, female, white, stage:Stage IA, alive, 40 days
0.0
TCGA-E9-A5UP-01A
63 years, female, white, stage:Stage IIA, alive, 803 days
0.0
TCGA-BH-A18G-01A
81 years, female, white, stage:Stage IA, alive, 149 days
0.0
TCGA-E9-A54X-01A
85 years, female, white, stage:Stage IA, alive, 727 days
0.0
TCGA-E2-A156-01A
61 years, female, white, stage:Stage I, alive, 726 days
0.0
TCGA-E2-A153-01A
51 years, female, white, stage:Stage IIB, alive, 707 days
0.0
TCGA-A8-A082-01A
58 years, female, stage:Stage IIB, alive, 549 days
0.0
TCGA-A7-A5ZV-01A
62 years, female, black or african american, stage:Stage IIA, alive, 368 days
0.0
TCGA-D8-A1Y1-01A
80 years, female, white, stage:Stage IIIA, dead, 302 days
0.0
TCGA-AC-A7VC-01A
56 years, female, white, stage:Stage IIB, alive, 1 days
0.0
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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.