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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.
RPS19 is not prognostic in Breast Invasive Carcinoma (TCGA)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: 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.
0.0045
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.
84%
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.
77%
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
2920.2
Number of samples
1022
Samples
Sample
Description
TPM
TCGA-AC-A6IW-01A
73 years, female, black or african american, stage:Stage IIA, alive, 413 days
12167.8
TCGA-AQ-A54N-01A
51 years, female, black or african american, stage:Stage IIA, alive, 78 days
10934.0
TCGA-E9-A1N8-01A
48 years, female, white, stage:Stage IIA, alive, 1039 days
10583.8
TCGA-OL-A5S0-01A
66 years, female, black or african american, stage:Stage IIB, alive, 620 days
10479.5
TCGA-AO-A1KR-01A
51 years, female, white, stage:Stage IIA, alive, 2513 days
10426.0
TCGA-A2-A0SX-01A
48 years, female, white, stage:Stage IA, alive, 1534 days
9527.1
TCGA-B6-A0I2-01A
45 years, female, white, stage:Stage IA, alive, 4361 days
9501.8
TCGA-A7-A6VW-01A
48 years, female, black or african american, stage:Stage IIA, alive, 285 days
9297.8
TCGA-E9-A3X8-01A
48 years, female, white, stage:Stage IIB, alive, 926 days
8720.7
TCGA-AN-A0AR-01A
55 years, female, white, stage:Stage IIA, alive, 10 days
8706.7
TCGA-E2-A158-01A
43 years, female, white, stage:Stage IIA, alive, 450 days
8543.6
TCGA-A2-A04U-01A
47 years, female, white, stage:Stage IIA, alive, 2654 days
8532.0
TCGA-E9-A1NC-01A
61 years, female, white, stage:Stage IIB, alive, 1203 days
8466.5
TCGA-A2-A3XW-01A
42 years, female, black or african american, stage:Stage IIB, alive, 1712 days
8465.8
TCGA-C8-A275-01A
56 years, female, asian, stage:Stage IIA, alive, 1 days
8451.1
TCGA-A2-A0D0-01A
60 years, female, black or african american, stage:Stage IIA, alive, 2048 days
8305.7
TCGA-B6-A400-01A
43 years, female, black or african american, stage:Stage IIIA, alive, 215 days
8255.2
TCGA-PL-A8LY-01A
30 years, female, black or african american, stage:Stage IIB, alive, 8 days
7872.9
TCGA-OL-A5RW-01A
40 years, female, black or african american, stage:Stage IIA, alive, 1106 days
7806.1
TCGA-BH-A1ES-01A
35 years, female, white, stage:Stage IIB, dead, 3462 days
7698.7
TCGA-D8-A1JM-01A
59 years, female, white, stage:Stage IIB, alive, 590 days
7610.4
TCGA-AN-A04C-01A
51 years, female, white, stage:Stage IIB, alive, 54 days
7530.4
TCGA-D8-A147-01A
45 years, female, white, stage:'--, alive, 584 days
7498.4
TCGA-LL-A5YN-01A
46 years, female, black or african american, stage:Stage IIA, alive, 447 days
7443.9
TCGA-A2-A3XU-01A
35 years, female, black or african american, stage:Stage IIB, dead, 912 days
7345.4
TCGA-LL-A6FQ-01A
77 years, female, black or african american, stage:Stage IIIA, alive, 80 days
7328.3
TCGA-OL-A5RZ-01A
57 years, female, black or african american, stage:Stage IA, alive, 679 days
7297.7
TCGA-OL-A66O-01A
39 years, female, black or african american, stage:Stage IIB, alive, 528 days
7274.6
TCGA-AN-A0FX-01A
52 years, female, white, stage:Stage IIA, alive, 10 days
7178.9
TCGA-BH-A0E0-01A
38 years, female, white, stage:Stage IIIC, alive, 134 days
7053.5
TCGA-A2-A3Y0-01A
57 years, female, black or african american, stage:Stage IIB, alive, 1546 days
7046.3
TCGA-E2-A1II-01A
51 years, female, white, stage:Stage I, alive, 1025 days
6965.9
TCGA-AO-A12F-01A
36 years, female, white, stage:Stage IIA, alive, 1842 days
6947.6
TCGA-E2-A576-01A
69 years, female, black or african american, stage:Stage IA, alive, 1043 days
6876.9
TCGA-E9-A1RA-01A
48 years, female, white, stage:Stage IA, alive, 1369 days
6797.3
TCGA-E9-A6HE-01A
45 years, female, white, stage:Stage IIIC, alive, 847 days
6739.1
TCGA-AR-A2LR-01A
49 years, female, white, stage:Stage I, alive, 1742 days
6730.1
TCGA-A1-A0SK-01A
54 years, female, asian, stage:Stage IIA, dead, 967 days
6567.8
TCGA-BH-A42U-01A
80 years, female, black or african american, stage:Stage IIA, alive, 3364 days
6513.5
TCGA-B6-A0RS-01A
38 years, female, white, stage:Stage IIA, dead, 3063 days
6414.3
TCGA-A1-A0SB-01A
70 years, female, white, stage:Stage I, alive, 259 days
6336.7
TCGA-LL-A5YP-01A
49 years, female, black or african american, stage:Stage IIB, alive, 450 days
6303.1
TCGA-AC-A2BK-01A
78 years, female, black or african american, stage:Stage IIIA, alive, 2222 days
6302.2
TCGA-A2-A0CY-01A
63 years, female, white, stage:Stage IIB, alive, 1673 days
6122.4
TCGA-B6-A0IQ-01A
40 years, female, white, stage:Stage IIIA, alive, 4285 days
6089.3
TCGA-S3-AA10-01A
65 years, female, black or african american, stage:Stage IIA, alive, 586 days
6060.9
TCGA-E2-A574-01A
44 years, female, black or african american, stage:Stage IIA, alive, 1179 days
5959.3
TCGA-BH-A18G-01A
81 years, female, white, stage:Stage IA, alive, 149 days
5947.6
TCGA-BH-A42T-01A
75 years, female, black or african american, stage:Stage IIA, dead, 320 days
5924.5
TCGA-UL-AAZ6-01A
73 years, female, black or african american, stage:Stage IIA, alive, 518 days
5851.2
TCGA-OL-A66I-01A
36 years, female, black or african american, stage:Stage IIA, alive, 714 days
5833.9
TCGA-OL-A66L-01A
71 years, female, black or african american, stage:Stage IA, alive, 1301 days
5829.1
TCGA-WT-AB41-01A
55 years, female, black or african american, stage:Stage IIB, alive, 1611 days
5828.2
TCGA-Z7-A8R5-01A
61 years, female, white, stage:Stage IIIA, alive, 3287 days
5760.2
TCGA-E9-A5FK-01A
60 years, female, white, stage:Stage IIIC, alive, 812 days
5754.0
TCGA-AO-A0JB-01A
50 years, female, white, stage:Stage IIIA, alive, 1542 days
5752.5
TCGA-LL-A6FR-01A
50 years, female, black or african american, stage:Stage IIA, alive, 489 days
5725.6
TCGA-AR-A256-01A
45 years, female, white, stage:Stage IIA, dead, 2854 days
5683.4
TCGA-AC-A3TM-01A
50 years, female, white, stage:Stage IIIA, alive, 762 days
5682.8
TCGA-AO-A0J7-01A
71 years, female, white, stage:Stage IIB, alive, 618 days
5665.9
TCGA-A2-A3XV-01A
46 years, female, black or african american, stage:Stage IIA, alive, 996 days
5653.6
TCGA-AR-A1AH-01A
51 years, female, white, stage:Stage IIB, alive, 3807 days
5632.1
TCGA-AC-A7VC-01A
56 years, female, white, stage:Stage IIB, alive, 1 days
5618.2
TCGA-LD-A9QF-01A
73 years, female, black or african american, stage:Stage IA, alive, 323 days
5540.5
TCGA-LD-A66U-01A
44 years, female, white, stage:Stage IIB, alive, 646 days
5502.7
TCGA-LL-A73Y-01A
67 years, female, black or african american, stage:Stage IA, alive, 477 days
5456.8
TCGA-OL-A97C-01A
67 years, female, black or african american, stage:Stage IIB, alive, 271 days
5446.1
TCGA-A2-A0D2-01A
45 years, female, white, stage:Stage IIA, alive, 1027 days
5437.9
TCGA-A2-A0ST-01A
62 years, female, white, stage:Stage IIA, alive, 3017 days
5423.5
TCGA-GM-A3XG-01A
46 years, female, white, stage:Stage IIIA, alive, 1330 days
5366.2
TCGA-AN-A0AK-01A
76 years, female, white, stage:Stage IIA, alive, 224 days
5343.2
TCGA-E9-A1NA-01A
58 years, female, white, stage:Stage IIA, alive, 1112 days
5340.5
TCGA-EW-A1P8-01A
58 years, female, white, stage:Stage IIIC, dead, 239 days
5324.2
TCGA-A2-A04P-01A
36 years, female, black or african american, stage:Stage IIIC, dead, 548 days
5317.0
TCGA-BH-A0B9-01A
44 years, female, white, stage:Stage IA, alive, 1572 days
5301.6
TCGA-LL-A5YL-01A
64 years, female, white, stage:Stage IIB, alive, 519 days
5240.5
TCGA-AN-A0FJ-01A
59 years, female, white, stage:Stage IV, alive, 242 days
5225.5
TCGA-AC-A3QP-01A
79 years, female, white, stage:Stage IIB, alive, 675 days
5217.6
TCGA-BH-A42V-01A
41 years, female, black or african american, stage:Stage IB, alive, 635 days
5193.0
TCGA-A2-A0CR-01A
54 years, female, asian, stage:Stage IIB, alive, 3283 days
5155.6
TCGA-B6-A0X0-01A
54 years, female, white, stage:Stage I, dead, 3945 days
5133.7
TCGA-GM-A3XL-01A
49 years, female, black or african american, stage:Stage IIA, alive, 2108 days
5101.2
TCGA-AR-A2LJ-01A
40 years, female, white, stage:Stage IIIA, alive, 2632 days
5072.6
TCGA-A2-A0T0-01A
59 years, female, white, stage:Stage IIB, alive, 533 days
5071.8
TCGA-A2-A3XS-01A
62 years, female, black or african american, stage:Stage IIIA, dead, 1032 days
5048.7
TCGA-AR-A0TP-01A
43 years, female, white, stage:Stage IIA, alive, 4275 days
5025.6
TCGA-A8-A07R-01A
80 years, female, stage:Stage IIIC, alive, 273 days
4964.0
TCGA-A7-A6VV-01A
51 years, female, black or african american, stage:Stage IIA, alive, 313 days
4932.9
TCGA-E2-A572-01A
72 years, female, black or african american, stage:Stage IIIA, alive, 1208 days
4922.5
TCGA-BH-A0AW-01A
56 years, female, white, stage:Stage IIA, alive, 622 days
4906.1
TCGA-A7-A4SE-01A
54 years, female, black or african american, stage:Stage IIA, alive, 644 days
4902.5
TCGA-B6-A0RU-01A
40 years, female, white, stage:Stage IA, alive, 8605 days
4833.5
TCGA-OL-A5D7-01A
70 years, female, black or african american, stage:Stage IIA, alive, 1780 days
4831.8
TCGA-AC-A2QJ-01A
48 years, female, white, stage:Stage IIIB, dead, 446 days
4796.3
TCGA-JL-A3YX-01A
46 years, female, asian, stage:Stage IIA, alive, 352 days
4784.9
TCGA-A1-A0SP-01A
40 years, female, stage:Stage IIA, alive, 584 days
4780.2
TCGA-E9-A3QA-01A
33 years, female, white, stage:Stage IIA, alive, 918 days
4773.6
TCGA-E9-A5FL-01A
65 years, female, white, stage:Stage IIB, alive, 24 days
4735.1
TCGA-E9-A249-01A
45 years, female, white, stage:Stage IIA, alive, 217 days
4722.0
TCGA-A7-A5ZX-01A
48 years, female, white, stage:Stage IIIC, alive, 336 days
4686.8
TCGA-BH-A0E6-01A
69 years, female, white, stage:Stage IA, alive, 293 days
4681.9
TCGA-A2-A0CK-01A
60 years, female, white, stage:Stage IIIA, alive, 4159 days
4642.3
TCGA-MS-A51U-01A
44 years, female, white, stage:Stage IIB, alive, 681 days
4602.5
TCGA-D8-A1XL-01A
34 years, female, white, stage:Stage IIB, alive, 606 days
4588.4
TCGA-D8-A1Y3-01A
61 years, female, white, stage:Stage IIIA, alive, 430 days
4560.2
TCGA-BH-A0E2-01A
49 years, female, black or african american, stage:Stage IIIA, alive, 435 days
4544.7
TCGA-GI-A2C9-01A
58 years, female, black or african american, stage:Stage IIB, alive, 3342 days
4544.2
TCGA-AR-A24K-01A
46 years, female, white, stage:Stage IIA, alive, 1548 days
4530.8
TCGA-BH-A18Q-01A
56 years, female, white, stage:Stage IIB, dead, 1692 days
4519.5
TCGA-EW-A1P4-01A
43 years, female, white, stage:Stage IIA, alive, 907 days
4500.8
TCGA-AN-A0XN-01A
68 years, female, white, stage:Stage IIIA, alive, 10 days
4488.5
TCGA-LL-A5YO-01A
50 years, female, black or african american, stage:Stage IA, alive, 440 days
4484.6
TCGA-BH-A0BG-01A
73 years, female, white, stage:Stage I, alive, 1871 days
4470.6
TCGA-BH-A28O-01A
50 years, female, white, stage:Stage IIIC, alive, 1120 days
4446.1
TCGA-E2-A2P5-01A
78 years, female, black or african american, stage:Stage IIIC, dead, 821 days
4429.5
TCGA-A2-A3XZ-01A
46 years, female, black or african american, stage:Stage I, alive, 1532 days
4405.1
TCGA-B6-A0I5-01A
49 years, female, white, stage:Stage IIB, alive, 8556 days
4400.2
TCGA-A2-A0YL-01A
48 years, female, white, stage:Stage IIIA, alive, 1474 days
4399.4
TCGA-A2-A04V-01A
39 years, female, white, stage:Stage IIA, dead, 1920 days
4394.6
TCGA-AC-A5EH-01A
76 years, female, black or african american, stage:Stage IIB, alive, 511 days
4394.5
TCGA-D8-A1XK-01A
55 years, female, white, stage:Stage IIB, alive, 441 days
4382.5
TCGA-A7-A0DA-01A
62 years, female, white, stage:Stage IIA, alive, 1085 days
4375.5
TCGA-EW-A1PD-01A
61 years, male, white, stage:Stage IIA, alive, 424 days
4370.3
TCGA-GM-A2DL-01A
50 years, female, white, stage:Stage I, alive, 3519 days
4357.1
TCGA-A2-A0T3-01A
37 years, female, white, stage:Stage IB, alive, 1516 days
4356.8
TCGA-EW-A1OV-01A
56 years, female, white, stage:Stage IIB, alive, 789 days
4350.9
TCGA-A1-A0SF-01A
54 years, female, white, stage:Stage IIA, alive, 1463 days
4339.9
TCGA-OL-A6VR-01A
48 years, female, black or african american, stage:Stage IA, alive, 1220 days
4305.8
TCGA-A2-A0CW-01A
67 years, female, white, stage:Stage IIB, alive, 3283 days
4295.4
TCGA-BH-A0B8-01A
64 years, female, white, stage:Stage I, alive, 1569 days
4269.8
TCGA-E2-A1B6-01A
44 years, female, white, stage:Stage IIA, alive, 867 days
4265.6
TCGA-D8-A1JP-01A
73 years, female, white, stage:Stage IA, alive, 639 days
4265.3
TCGA-AC-A8OR-01A
75 years, female, white, stage:Stage IA, alive, 40 days
4258.3
TCGA-A2-A0T2-01A
66 years, female, white, stage:Stage IV, dead, 255 days
4258.0
TCGA-OL-A66H-01A
74 years, female, black or african american, stage:Stage IB, alive, 812 days
4253.6
TCGA-AR-A1AT-01A
62 years, female, white, stage:Stage IIA, dead, 1272 days
4226.4
TCGA-BH-A1FC-01A
78 years, female, black or african american, stage:Stage IIA, dead, 3472 days
4217.4
TCGA-A2-A0T5-01A
39 years, female, white, stage:Stage IIA, alive, 531 days
4206.1
TCGA-BH-A0RX-01A
59 years, female, white, stage:Stage IIA, alive, 170 days
4199.9
TCGA-BH-A0DD-01A
58 years, male, white, stage:Stage IIB, alive, 2486 days
4174.2
TCGA-AN-A046-01A
68 years, female, white, stage:Stage IIA, alive, 10 days
4166.5
TCGA-A2-A0CM-01A
40 years, female, black or african american, stage:Stage IIA, dead, 754 days
4160.1
TCGA-A2-A4RY-01A
46 years, female, white, stage:Stage IIIC, alive, 648 days
4149.9
TCGA-OL-A66N-01A
59 years, female, white, stage:Stage IIIC, alive, 792 days
4136.3
TCGA-AC-A3YJ-01A
66 years, female, white, stage:Stage IIA, alive, 754 days
4132.9
TCGA-E2-A1L7-01A
40 years, female, white, stage:Stage IIIA, alive, 1836 days
4125.9
TCGA-OL-A5RX-01A
51 years, female, black or african american, stage:Stage IA, alive, 878 days
4125.6
TCGA-E2-A1LK-01A
84 years, female, black or african american, stage:Stage IIIC, dead, 266 days
4120.3
TCGA-LL-A5YM-01A
88 years, female, black or african american, stage:Stage IIIB, alive, 394 days
4111.9
TCGA-LL-A9Q3-01A
69 years, female, white, stage:Stage IIIC, alive, 532 days
4110.5
TCGA-E9-A22G-01A
47 years, female, white, stage:Stage IIA, alive, 1239 days
4085.6
TCGA-BH-A0HP-01A
65 years, female, white, stage:Stage IIIA, alive, 414 days
4080.6
TCGA-GM-A3XN-01A
44 years, female, white, stage:Stage IIIA, alive, 2019 days
4058.3
TCGA-A7-A56D-01A
84 years, female, black or african american, stage:Stage IIA, alive, 448 days
4052.1
TCGA-D8-A3Z5-01A
54 years, female, white, stage:Stage IIIC, alive, 1015 days
4038.7
TCGA-D8-A27T-01A
53 years, female, white, stage:Stage IIIC, alive, 398 days
4037.6
TCGA-A2-A0EQ-01A
64 years, female, black or african american, stage:Stage IIA, alive, 2426 days
4037.4
TCGA-D8-A27W-01A
55 years, female, white, stage:Stage IIIB, alive, 373 days
4035.8
TCGA-BH-A5IZ-01A
51 years, female, black or african american, stage:Stage IIB, alive, 567 days
4008.5
TCGA-AC-A5XU-01A
74 years, female, black or african american, stage:Stage IIB, alive, 455 days
4006.5
TCGA-BH-A1FD-01A
68 years, female, white, stage:Stage I, dead, 1009 days
4005.6
TCGA-EW-A6SB-01A
62 years, female, black or african american, stage:Stage II, alive, 760 days
3994.9
TCGA-BH-A2L8-01A
45 years, female, white, stage:Stage IIA, alive, 612 days
3990.8
TCGA-A7-A13D-01A
46 years, female, black or african american, stage:Stage IIA, alive, 965 days
3971.6
TCGA-OL-A66P-01A
75 years, female, black or african american, stage:Stage IIA, alive, 428 days
3971.2
TCGA-BH-A0BT-01A
56 years, female, white, stage:Stage IIA, alive, 2365 days
3970.7
TCGA-S3-AA17-01A
64 years, female, black or african american, stage:Stage IIB, alive, 424 days
3958.6
TCGA-BH-A0BQ-01A
39 years, female, white, stage:Stage I, alive, 2255 days
3946.0
TCGA-AC-A6NO-01A
43 years, female, black or african american, stage:Stage IIB, alive, 51 days
3934.1
TCGA-3C-AALJ-01A
62 years, female, black or african american, stage:Stage IIB, alive, 1474 days
3925.5
TCGA-AO-A126-01A
39 years, female, asian, stage:Stage IIA, alive, 3307 days
3924.4
TCGA-AR-A5QP-01A
54 years, female, white, stage:Stage IIB, alive, 1185 days
3917.9
TCGA-LL-A8F5-01A
61 years, female, black or african american, stage:Stage IIA, alive, 596 days
3917.6
TCGA-A2-A0YM-01A
67 years, female, white, stage:Stage IIA, alive, 965 days
3915.9
TCGA-EW-A1P0-01A
55 years, female, white, stage:Stage IIB, alive, 1251 days
3915.2
TCGA-B6-A0RQ-01A
68 years, female, white, stage:Stage IIB, dead, 4267 days
3910.7
TCGA-BH-A5J0-01A
63 years, female, black or african american, stage:Stage IA, alive, 715 days
3899.9
TCGA-EW-A423-01A
75 years, female, white, stage:Stage IIA, alive, 533 days
3891.0
TCGA-BH-A0HU-01A
52 years, female, white, stage:Stage IA, alive, 392 days
3887.7
TCGA-C8-A135-01A
64 years, female, asian, stage:Stage IIB, alive, 393 days
3877.4
TCGA-W8-A86G-01A
66 years, female, white, stage:Stage IIA, alive, 347 days
3867.8
TCGA-A7-A3IY-01A
71 years, female, white, stage:Stage I, alive, 345 days
3860.5
TCGA-AN-A0AS-01A
70 years, female, white, stage:Stage IIIA, alive, 10 days
3857.2
TCGA-EW-A424-01A
51 years, female, white, stage:Stage IIIA, alive, 715 days
3857.0
TCGA-4H-AAAK-01A
50 years, female, white, stage:Stage IIIA, alive, 348 days
3854.3
TCGA-EW-A1OY-01A
63 years, female, white, stage:Stage IIA, alive, 908 days
3846.0
TCGA-B6-A401-01A
47 years, female, black or african american, stage:Stage IIA, alive, 2596 days
3845.6
TCGA-5L-AAT1-01A
63 years, female, white, stage:Stage IV, alive, 1471 days
3842.0
TCGA-AR-A1AQ-01A
49 years, female, white, stage:Stage IIA, alive, 3021 days
3835.3
TCGA-LL-A441-01A
62 years, female, black or african american, stage:Stage IA, alive, 996 days
3821.1
TCGA-A1-A0SQ-01A
45 years, female, white, stage:Stage IIB, alive, 554 days
3820.4
TCGA-E2-A1LE-01A
71 years, female, white, stage:Stage IIIC, dead, 879 days
3808.0
TCGA-D8-A27N-01A
36 years, female, white, stage:Stage IIIA, alive, 519 days
3800.8
TCGA-AN-A0FL-01A
62 years, female, white, stage:Stage IIA, alive, 231 days
3798.6
TCGA-AN-A0FW-01A
67 years, female, white, stage:Stage IIIA, alive, 11 days
3795.0
TCGA-BH-A18J-01A
56 years, female, white, stage:Stage IV, dead, 612 days
3782.6
TCGA-B6-A0RT-01A
39 years, female, white, stage:Stage IIIA, alive, 2721 days
3775.1
TCGA-A2-A0CV-01A
41 years, female, asian, stage:Stage IIB, alive, 3011 days
3770.7
TCGA-A2-A25F-01A
66 years, female, white, stage:Stage IIA, alive, 322 days
3757.5
TCGA-A7-A426-01A
50 years, female, white, stage:Stage IIIC, alive, 364 days
3741.1
TCGA-HN-A2OB-01A
45 years, female, stage:Stage IIB, dead, 1900 days
3737.9
TCGA-E9-A244-01A
54 years, female, white, stage:Stage IIA, alive, 21 days
3727.2
TCGA-A7-A4SD-01A
52 years, female, black or african american, stage:Stage IIA, alive, 441 days
3705.2
TCGA-B6-A0IJ-01A
42 years, female, black or african american, stage:Stage IIB, alive, 7106 days
3702.2
TCGA-AO-A0J4-01A
41 years, female, black or african american, stage:Stage IA, alive, 1587 days
3694.5
TCGA-E2-A153-01A
51 years, female, white, stage:Stage IIB, alive, 707 days
3693.5
TCGA-AR-A2LO-01A
46 years, female, white, stage:Stage IIB, alive, 1198 days
3688.5
TCGA-OL-A5DA-01A
61 years, female, white, stage:Stage IIA, alive, 1783 days
3681.3
TCGA-AO-A0J6-01A
61 years, female, white, stage:Stage IIA, alive, 1140 days
3675.3
TCGA-A2-A0CO-01A
85 years, female, white, stage:Stage IIB, dead, 1468 days
3667.2
TCGA-A2-A04T-01A
62 years, female, white, stage:Stage IIA, alive, 2246 days
3666.2
TCGA-AN-A0FD-01A
71 years, female, white, stage:Stage IIA, alive, 196 days
3661.8
TCGA-E9-A1N9-01A
58 years, female, white, stage:Stage IIA, alive, 1101 days
3655.2
TCGA-B6-A0IE-01A
38 years, female, black or african american, stage:Stage IIIA, dead, 1993 days
3654.8
TCGA-BH-A1FU-01A
44 years, female, white, stage:Stage IA, dead, 1688 days
3647.5
TCGA-AO-A129-01A
29 years, female, white, stage:Stage IIB, alive, 3286 days
3645.4
TCGA-BH-AB28-01A
53 years, female, white, stage:Stage IIIA, alive, 287 days
3642.5
TCGA-B6-A0RH-01A
51 years, female, black or african american, stage:Stage IIA, dead, 6456 days
3639.6
TCGA-E2-A1BD-01A
53 years, female, white, stage:Stage IIA, alive, 1133 days
3635.0
TCGA-A2-A4S3-01A
59 years, female, black or african american, stage:Stage IIB, alive, 666 days
3623.3
TCGA-BH-A0HA-01A
31 years, female, white, stage:Stage I, alive, 1611 days
3621.6
TCGA-AO-A128-01A
61 years, female, white, stage:Stage IIA, alive, 3248 days
3615.2
TCGA-AC-A23G-01A
76 years, female, white, stage:Stage IIA, alive, 2248 days
3613.3
TCGA-B6-A409-01A
44 years, female, black or african american, stage:Stage IIIA, dead, 573 days
3612.9
TCGA-5L-AAT0-01A
42 years, female, white, stage:Stage IIA, alive, 1477 days
3611.3
TCGA-AO-A0JC-01A
64 years, female, white, stage:Stage IIA, alive, 1547 days
3611.2
TCGA-V7-A7HQ-01A
75 years, female, black or african american, stage:Stage IIIA, alive, 2033 days
3603.1
TCGA-BH-A6R9-01A
61 years, female, white, stage:Stage IIA, alive, 160 days
3600.8
TCGA-LL-A73Z-01A
55 years, female, black or african american, stage:Stage IV, dead, 227 days
3596.8
TCGA-AR-A1AR-01A
50 years, female, white, stage:Stage IIIA, dead, 524 days
3585.8
TCGA-A8-A092-01A
48 years, female, stage:Stage IIIA, alive, 942 days
3581.4
TCGA-B6-A0WZ-01A
50 years, female, black or african american, stage:Stage II, alive, 6292 days
3576.4
TCGA-B6-A0RV-01A
42 years, female, white, stage:Stage IIIA, alive, 5156 days
3573.6
TCGA-GM-A5PX-01A
65 years, female, white, stage:Stage IIB, alive, 551 days
3563.3
TCGA-C8-A131-01A
82 years, female, asian, stage:Stage IIIA, alive, 411 days
3561.9
TCGA-AC-A62X-01A
72 years, female, black or african american, stage:Stage IIA, alive, 417 days
3546.3
TCGA-AR-A0U0-01A
73 years, female, white, stage:Stage IIB, alive, 1988 days
3543.5
TCGA-BH-A203-01A
78 years, female, white, stage:Stage IIB, dead, 1174 days
3540.0
TCGA-LD-A74U-01A
79 years, female, white, stage:Stage IIIC, alive, 402 days
3539.0
TCGA-3C-AALK-01A
52 years, female, black or african american, stage:Stage IA, alive, 1448 days
3528.5
TCGA-A2-A3XT-01A
45 years, female, black or african american, stage:Stage IIB, alive, 2770 days
3527.8
TCGA-E2-A14R-01A
62 years, female, white, stage:Stage IIA, alive, 1174 days
3522.9
TCGA-A2-A0CP-01A
60 years, female, white, stage:Stage IA, alive, 2813 days
3519.6
TCGA-BH-A28Q-01A
46 years, female, white, stage:Stage IIB, alive, 1119 days
3515.3
TCGA-A2-A25A-01A
44 years, female, white, stage:Stage IIA, alive, 3276 days
3513.5
TCGA-JL-A3YW-01A
49 years, female, asian, stage:Stage IIB, alive, 360 days
3513.0
TCGA-A2-A04Q-01A
48 years, female, white, stage:Stage IA, alive, 2385 days
3499.0
TCGA-AR-A2LH-01A
55 years, female, white, stage:Stage III, dead, 616 days
3494.1
TCGA-BH-A1FN-01A
34 years, female, white, stage:Stage IIA, dead, 2192 days
3487.5
TCGA-GM-A5PV-01A
63 years, female, white, stage:Stage IIB, alive, 412 days
3482.1
TCGA-E2-A14Z-01A
64 years, female, white, stage:Stage I, dead, 563 days
3479.7
TCGA-AR-A0U4-01A
54 years, female, white, stage:Stage IIA, alive, 3261 days
3467.5
TCGA-5T-A9QA-01A
52 years, female, black or african american, stage:Stage IIA, alive, 303 days
3464.7
TCGA-B6-A402-01A
47 years, female, black or african american, stage:Stage I, alive, 2281 days
3460.1
TCGA-E9-A54Y-01A
63 years, female, white, stage:Stage IIIA, alive, 725 days
3458.6
TCGA-AR-A2LE-01A
69 years, female, white, stage:Stage I, alive, 5062 days
3456.6
TCGA-EW-A1OZ-01A
56 years, female, black or african american, stage:Stage IIA, alive, 1229 days
3446.6
TCGA-AC-A3BB-01A
46 years, female, black or african american, stage:Stage IIIA, alive, 987 days
3443.4
TCGA-B6-A0WY-01A
40 years, female, white, stage:Stage IIIA, dead, 3461 days
3441.1
TCGA-AR-A1AN-01A
46 years, female, white, stage:Stage IIA, alive, 2920 days
3440.5
TCGA-E9-A1ND-01A
75 years, female, white, stage:Stage IIB, alive, 1266 days
3439.3
TCGA-XX-A899-01A
46 years, female, white, stage:Stage IIIA, alive, 467 days
3431.7
TCGA-AQ-A04J-01A
45 years, female, white, stage:Stage IIA, alive, 819 days
3429.1
TCGA-AQ-A54O-01A
51 years, male, black or african american, stage:Stage IIA, alive, 1001 days
3426.6
TCGA-A7-A5ZW-01A
47 years, female, black or african american, stage:Stage IIA, alive, 326 days
3425.1
TCGA-D8-A1XO-01A
56 years, female, white, stage:Stage IIB, alive, 1682 days
3422.6
TCGA-E9-A2JT-01A
63 years, female, white, stage:Stage IIA, alive, 288 days
3407.7
TCGA-BH-A0DK-01A
49 years, female, white, stage:Stage IIA, alive, 423 days
3406.7
TCGA-E2-A14U-01A
74 years, female, white, stage:Stage I, alive, 1318 days
3401.4
TCGA-B6-A3ZX-01A
50 years, female, black or african american, stage:Stage IV, dead, 1152 days
3391.9
TCGA-AR-A24Q-01A
49 years, female, white, stage:Stage IIB, alive, 3172 days
3383.8
TCGA-AN-A03Y-01A
66 years, female, white, stage:Stage IIA, alive, 10 days
3376.8
TCGA-AR-A24X-01A
52 years, female, white, stage:Stage IIA, alive, 3004 days
3367.2
TCGA-AN-A04A-01A
36 years, female, white, stage:Stage IIIA, alive, 90 days
3365.1
TCGA-GM-A2DO-01A
54 years, female, black or african american, stage:Stage I, alive, 2596 days
3364.4
TCGA-B6-A0IG-01A
50 years, female, white, stage:Stage IIB, dead, 4456 days
3348.9
TCGA-BH-A0B6-01A
47 years, female, white, stage:Stage I, alive, 2483 days
3323.8
TCGA-OL-A6VO-01A
43 years, female, black or african american, stage:Stage IA, alive, 858 days
3313.3
TCGA-GM-A2DI-01A
52 years, female, white, stage:Stage I, alive, 2590 days
3298.1
TCGA-AO-A0JL-01A
59 years, female, white, stage:Stage IIIA, alive, 1683 days
3294.3
TCGA-AO-A12A-01A
47 years, female, white, stage:Stage IIA, alive, 3112 days
3288.7
TCGA-BH-A8FZ-01A
58 years, female, white, stage:Stage IA, alive, 574 days
3288.4
TCGA-A8-A09X-01A
62 years, female, stage:Stage IIIC, dead, 426 days
3276.8
TCGA-EW-A1PB-01A
70 years, female, black or african american, stage:Stage IIIA, alive, 608 days
3275.4
TCGA-LL-A7T0-01A
70 years, female, black or african american, stage:Stage IIB, alive, 376 days
3272.3
TCGA-AR-A1AM-01A
52 years, female, white, stage:Stage IIIA, alive, 2991 days
3270.0
TCGA-XX-A89A-01A
68 years, female, white, stage:Stage IIB, alive, 488 days
3264.6
TCGA-E2-A1LG-01A
50 years, female, black or african american, stage:Stage IIA, alive, 1523 days
3260.0
TCGA-A2-A04X-01A
34 years, female, white, stage:Stage IIA, alive, 1686 days
3250.5
TCGA-BH-A18U-01A
72 years, female, white, stage:Stage IIIA, dead, 1563 days
3249.2
TCGA-A7-A5ZV-01A
62 years, female, black or african american, stage:Stage IIA, alive, 368 days
3248.1
TCGA-B6-A0RE-01A
61 years, female, black or african american, stage:Stage X, alive, 7777 days
3236.7
TCGA-E2-A14V-01A
53 years, female, white, stage:Stage IIB, alive, 1042 days
3221.8
TCGA-BH-A0DP-01A
60 years, female, white, stage:Stage IIB, alive, 476 days
3221.2
TCGA-BH-A0B0-01A
56 years, female, black or african american, stage:Stage I, alive, 2477 days
3220.3
TCGA-A2-A0EO-01A
54 years, female, white, stage:Stage IA, alive, 2442 days
3218.6
TCGA-GM-A2D9-01A
69 years, female, white, stage:Stage I, dead, 1812 days
3215.1
TCGA-E9-A1R0-01A
58 years, female, white, stage:Stage IIA, alive, 860 days
3214.8
TCGA-E9-A295-01A
71 years, female, white, stage:Stage IIA, alive, 375 days
3208.3
TCGA-AC-A3W7-01A
66 years, female, white, stage:Stage IIB, alive, 471 days
3202.5
TCGA-A7-A0CE-01A
57 years, female, white, stage:Stage IIA, alive, 1074 days
3193.4
TCGA-BH-A0BF-01A
56 years, female, white, stage:Stage IIB, dead, 1324 days
3191.4
TCGA-AN-A0XW-01A
36 years, female, white, stage:Stage IIIA, alive, 170 days
3188.8
TCGA-E2-A15J-01A
51 years, female, white, stage:Stage I, alive, 1640 days
3188.3
TCGA-B6-A40C-01A
51 years, female, white, stage:Stage IIB, alive, 2164 days
3179.0
TCGA-AC-A3YI-01A
74 years, female, white, stage:Stage IIIC, alive, 707 days
3177.2
TCGA-A1-A0SE-01A
56 years, female, white, stage:Stage I, alive, 1321 days
3175.5
TCGA-A8-A07L-01A
58 years, female, stage:Stage IIIA, alive, 975 days
3159.4
TCGA-A8-A09Q-01A
83 years, female, stage:Stage IIIB, alive, 761 days
3152.9
TCGA-AC-A62Y-01A
79 years, female, white, stage:Stage IIB, alive, 530 days
3152.3
TCGA-A2-A0SY-01A
62 years, female, white, stage:Stage IIIA, alive, 1347 days
3146.7
TCGA-A8-A09E-01A
73 years, female, stage:Stage IIIB, alive, 1492 days
3145.1
TCGA-BH-A0BC-01A
60 years, female, white, stage:Stage IIIC, alive, 974 days
3143.7
TCGA-B6-A0IM-01A
75 years, female, black or african american, stage:Stage IIB, dead, 3873 days
3138.4
TCGA-E2-A154-01A
68 years, female, white, stage:Stage I, alive, 591 days
3138.3
TCGA-E2-A1IG-01A
45 years, female, white, stage:Stage IIB, alive, 2140 days
3133.2
TCGA-EW-A1P7-01A
59 years, female, white, stage:Stage IIA, alive, 915 days
3126.2
TCGA-C8-A1HJ-01A
53 years, female, asian, stage:Stage IIA, alive, 5 days
3126.1
TCGA-OL-A5RY-01A
52 years, female, black or african american, stage:Stage IIA, alive, 752 days
3125.7
TCGA-BH-A18V-01A
48 years, female, white, stage:Stage IIB, dead, 1556 days
3115.8
TCGA-GM-A2DD-01A
53 years, female, white, stage:Stage I, alive, 2282 days
3112.8
TCGA-AO-A12C-01A
42 years, female, white, stage:Stage IIB, alive, 2372 days
3111.4
TCGA-C8-A12Y-01A
44 years, female, asian, stage:Stage IIB, alive, 1476 days
3106.0
TCGA-AR-A2LQ-01A
59 years, female, white, stage:Stage IIB, alive, 1233 days
3106.0
TCGA-AR-A1AP-01A
80 years, female, white, stage:Stage I, alive, 2856 days
3100.6
TCGA-A2-A4RW-01A
49 years, female, white, stage:Stage IIIC, alive, 222 days
3087.4
TCGA-A7-A0CJ-01A
57 years, female, white, stage:Stage IIA, alive, 931 days
3074.9
TCGA-A2-A1G4-01A
71 years, female, white, stage:Stage IIIA, alive, 595 days
3074.8
TCGA-AC-A8OS-01A
71 years, female, white, stage:Stage IIA, alive, 70 days
3074.7
TCGA-B6-A40B-01A
76 years, female, white, stage:Stage I, alive, 3152 days
3073.7
TCGA-BH-A1EV-01A
45 years, female, white, stage:Stage IIIA, dead, 365 days
3068.1
TCGA-EW-A1P1-01A
68 years, female, white, stage:Stage IIIC, alive, 1210 days
3058.5
TCGA-E9-A1RB-01A
40 years, female, white, stage:Stage IIA, dead, 976 days
3057.6
TCGA-EW-A1PH-01A
52 years, female, white, stage:Stage IIA, alive, 607 days
3056.7
TCGA-D8-A1JU-01A
51 years, female, white, stage:Stage IA, alive, 447 days
3055.3
TCGA-AR-A1AX-01A
64 years, female, white, stage:Stage I, alive, 2629 days
3053.6
TCGA-BH-A8G0-01A
54 years, female, white, stage:Stage IIB, alive, 662 days
3050.5
TCGA-C8-A130-01A
52 years, female, asian, stage:Stage IIIA, alive, 370 days
3049.0
TCGA-EW-A1IZ-01A
53 years, female, white, stage:Stage IIIA, alive, 554 days
3048.4
TCGA-AC-A2FE-01A
62 years, female, white, stage:Stage IIIC, dead, 2636 days
3045.0
TCGA-BH-A0HX-01A
54 years, female, white, stage:Stage IIB, alive, 829 days
3044.4
TCGA-OL-A5RV-01A
43 years, female, black or african american, stage:Stage IIIC, alive, 1062 days
3041.3
TCGA-A2-A0EP-01A
56 years, female, white, stage:Stage I, alive, 3603 days
3040.9
TCGA-AN-A04D-01A
58 years, female, white, stage:Stage IIB, alive, 52 days
3039.8
TCGA-AC-A62V-01A
58 years, male, black or african american, stage:Stage IV, dead, 348 days
3035.5
TCGA-E2-A1IF-01A
74 years, female, white, stage:Stage I, alive, 1138 days
3033.8
TCGA-AO-A03R-01A
57 years, female, white, stage:Stage IIB, alive, 2091 days
3032.0
TCGA-E2-A1IN-01A
60 years, female, white, stage:Stage I, alive, 675 days
3029.2
TCGA-BH-A0HY-01A
60 years, female, white, stage:Stage I, alive, 1545 days
3028.6
TCGA-D8-A4Z1-01A
68 years, female, white, stage:Stage IA, alive, 659 days
3022.8
TCGA-EW-A1J1-01A
38 years, female, white, stage:Stage IIB, alive, 575 days
3019.2
TCGA-AC-A2FF-01A
40 years, female, asian, stage:Stage IIB, alive, 2759 days
3015.8
TCGA-A7-A13F-01A
44 years, female, white, stage:Stage IIIA, alive, 765 days
3009.7
TCGA-AR-A1AO-01A
47 years, female, white, stage:Stage IIA, alive, 2618 days
3009.6
TCGA-E2-A570-01A
47 years, female, black or african american, stage:Stage IB, alive, 931 days
3005.2
TCGA-OL-A66K-01A
72 years, female, white, stage:Stage IIA, dead, 1275 days
3005.1
TCGA-Z7-A8R6-01A
46 years, female, white, stage:Stage I, alive, 3256 days
3000.0
TCGA-B6-A0IN-01A
45 years, female, white, stage:Stage X, dead, 2573 days
2995.6
TCGA-EW-A3U0-01A
61 years, female, black or african american, stage:Stage IIIA, alive, 532 days
2994.3
TCGA-AO-A1KO-01A
46 years, female, white, stage:Stage IIB, alive, 622 days
2993.2
TCGA-AR-A5QM-01A
62 years, female, white, stage:Stage IIA, alive, 2231 days
2992.4
TCGA-EW-A6SD-01A
32 years, female, black or african american, stage:Stage IIB, alive, 1010 days
2985.1
TCGA-LL-A50Y-01A
84 years, female, white, stage:Stage IIA, alive, 762 days
2982.6
TCGA-BH-A0B5-01A
40 years, female, white, stage:Stage IIIA, alive, 2136 days
2981.4
TCGA-A8-A0A4-01A
73 years, female, stage:Stage IIA, alive, 396 days
2981.2
TCGA-3C-AAAU-01A
55 years, female, white, stage:Stage X, alive, 4047 days
2977.4
TCGA-AR-A5QQ-01A
68 years, female, white, stage:Stage IIIA, dead, 322 days
2973.5
TCGA-AR-A24S-01A
61 years, female, white, stage:Stage I, alive, 2976 days
2966.9
TCGA-A8-A07B-01A
69 years, female, stage:Stage IIA, alive, 1308 days
2949.6
TCGA-C8-A8HR-01A
49 years, female, asian, stage:Stage IIIA, alive, 408 days
2941.3
TCGA-A2-A4RX-01A
67 years, female, black or african american, stage:Stage IIA, alive, 742 days
2940.8
TCGA-BH-A0B3-01A
53 years, female, white, stage:Stage IIB, alive, 1203 days
2940.5
TCGA-E2-A105-01A
79 years, female, white, stage:Stage IIA, alive, 1308 days
2935.2
TCGA-BH-A0BJ-01A
41 years, female, white, stage:Stage IIB, alive, 660 days
2934.0
TCGA-BH-A0HB-01A
55 years, female, white, stage:Stage IA, alive, 806 days
2930.1
TCGA-PE-A5DE-01A
41 years, female, white, stage:Stage IIA, alive, 2645 days
2927.2
TCGA-A2-A0CX-01A
52 years, female, white, stage:Stage IIA, alive, 1728 days
2919.9
TCGA-C8-A1HF-01A
48 years, female, asian, stage:Stage IIA, alive, 332 days
2908.7
TCGA-BH-A0W7-01A
49 years, female, white, stage:Stage I, alive, 1363 days
2908.6
TCGA-A8-A095-01A
45 years, female, stage:Stage I, alive, 1277 days
2907.4
TCGA-AR-A2LN-01A
65 years, female, white, stage:Stage IIA, alive, 1161 days
2906.1
TCGA-AO-A0JJ-01A
54 years, female, white, stage:Stage IIB, alive, 1887 days
2904.8
TCGA-AR-A5QN-01A
68 years, female, white, stage:Stage IIIC, alive, 1013 days
2903.3
TCGA-AN-A0AJ-01A
79 years, female, white, stage:Stage IIB, alive, 303 days
2898.7
TCGA-E2-A14P-01A
79 years, female, white, stage:Stage IIIC, alive, 1246 days
2895.1
TCGA-C8-A3M7-01A
60 years, female, asian, stage:Stage IIIB, dead, 1034 days
2894.8
TCGA-A8-A08T-01A
64 years, female, stage:Stage IV, dead, 3409 days
2893.1
TCGA-E2-A14N-01A
37 years, female, white, stage:Stage IIB, alive, 1434 days
2886.4
TCGA-A8-A06O-01A
60 years, female, stage:Stage I, alive, 396 days
2885.2
TCGA-E2-A15E-01A
40 years, female, white, stage:Stage IIA, alive, 630 days
2884.8
TCGA-E2-A14Y-01A
35 years, female, white, stage:Stage IIA, alive, 2109 days
2883.6
TCGA-LD-A7W6-01A
54 years, female, white, stage:Stage IIB, alive, 404 days
2880.1
TCGA-AC-A5XS-01A
74 years, female, white, stage:Stage IIA, alive, 588 days
2877.6
TCGA-A2-A259-01A
70 years, female, black or african american, stage:Stage I, alive, 1596 days
2870.7
TCGA-BH-A0HN-01A
67 years, female, white, stage:Stage IA, alive, 516 days
2870.4
TCGA-A8-A07E-01A
81 years, female, stage:Stage X, alive, 608 days
2870.0
TCGA-E9-A22B-01A
71 years, female, white, stage:Stage IA, alive, 1167 days
2868.0
TCGA-AN-A0AT-01A
62 years, female, white, stage:Stage IIA, alive, 10 days
2864.2
TCGA-A8-A08B-01A
52 years, female, stage:Stage IIA, alive, 1156 days
2863.6
TCGA-B6-A0IP-01A
74 years, female, white, stage:Stage IA, dead, 3926 days
2862.4
TCGA-AO-A1KQ-01A
84 years, male, white, stage:Stage IIIB, alive, 1882 days
2858.3
TCGA-D8-A1JD-01A
41 years, female, white, stage:Stage IIB, alive, 552 days
2850.6
TCGA-C8-A12V-01A
55 years, female, asian, stage:Stage IIA, alive, 385 days
2850.0
TCGA-A7-A6VX-01A
68 years, female, black or african american, stage:Stage IIA, alive, 317 days
2849.1
TCGA-E2-A1LI-01A
57 years, female, white, stage:Stage IIB, alive, 3121 days
2844.0
TCGA-A7-A3RF-01A
79 years, female, white, stage:Stage IIA, alive, 408 days
2838.7
TCGA-A2-A3KC-01A
55 years, female, black or african american, stage:Stage IIB, alive, 1102 days
2838.6
TCGA-GM-A2DN-01A
58 years, female, white, stage:Stage IIA, alive, 3091 days
2838.4
TCGA-A2-A0ES-01A
52 years, female, white, stage:Stage IIA, alive, 2190 days
2837.1
TCGA-E9-A22E-01A
56 years, female, white, stage:Stage IIIA, alive, 1269 days
2834.6
TCGA-AC-A23E-01A
50 years, female, white, stage:Stage IIB, alive, 698 days
2834.5
TCGA-E9-A1RG-01A
62 years, female, white, stage:Stage IIIA, alive, 647 days
2832.6
TCGA-EW-A1IW-01A
80 years, female, white, stage:Stage IIB, alive, 371 days
2826.9
TCGA-E2-A1LA-01A
59 years, female, stage:Stage IIA, alive, 748 days
2825.2
TCGA-AN-A0XU-01A
54 years, female, white, stage:Stage IIA, alive, 10 days
2824.2
TCGA-A7-A425-01A
70 years, female, white, stage:Stage IIIC, alive, 447 days
2813.9
TCGA-BH-A0W4-01A
46 years, female, white, stage:Stage IIA, alive, 759 days
2809.1
TCGA-C8-A1HO-01A
34 years, female, asian, stage:Stage IIIC, alive, 375 days
2807.7
TCGA-BH-A0HO-01A
48 years, female, white, stage:Stage IIA, alive, 76 days
2807.1
TCGA-C8-A273-01A
29 years, female, asian, stage:Stage IIB, alive, 513 days
2805.7
TCGA-OL-A5D8-01A
40 years, female, black or african american, stage:Stage IIB, alive, 973 days
2805.6
TCGA-A2-A1G6-01A
50 years, female, white, stage:Stage IIIA, alive, 501 days
2803.7
TCGA-E2-A573-01A
48 years, female, black or african american, stage:Stage IA, alive, 1062 days
2798.3
TCGA-B6-A0IK-01A
63 years, female, white, stage:Stage IIIB, dead, 571 days
2797.1
TCGA-AN-A0XO-01A
59 years, female, white, stage:Stage IIIA, alive, 375 days
2793.3
TCGA-OL-A5D6-01A
71 years, female, black or african american, stage:Stage IIA, dead, 1104 days
2786.2
TCGA-A8-A09W-01A
70 years, female, stage:Stage IIIB, alive, 30 days
2783.5
TCGA-E2-A10C-01A
54 years, female, white, stage:Stage IIB, alive, 1220 days
2779.3
TCGA-E2-A1B4-01A
74 years, female, white, stage:Stage IIIA, dead, 1004 days
2774.8
TCGA-AC-A2FK-01A
45 years, female, white, stage:Stage IIIC, alive, 2650 days
2771.2
TCGA-EW-A1OW-01A
58 years, female, black or african american, stage:Stage IIA, alive, 694 days
2764.5
TCGA-A2-A0CQ-01A
62 years, female, black or african american, stage:Stage IA, alive, 2695 days
2759.6
TCGA-BH-A0B4-01A
65 years, male, white, stage:Stage IIIA, alive, 1191 days
2759.1
TCGA-D8-A1Y1-01A
80 years, female, white, stage:Stage IIIA, dead, 302 days
2752.7
TCGA-E9-A228-01A
58 years, female, white, stage:Stage IIB, alive, 1285 days
2751.6
TCGA-BH-A0BM-01A
54 years, female, white, stage:Stage IIB, alive, 1876 days
2751.3
TCGA-A2-A1FX-01A
61 years, female, white, stage:Stage IIIA, alive, 1847 days
2748.6
TCGA-BH-A0BZ-01A
59 years, female, white, stage:Stage IIIA, alive, 2255 days
2745.7
TCGA-LL-A7SZ-01A
49 years, female, black or african american, stage:Stage IIB, alive, 594 days
2743.4
TCGA-A2-A04W-01A
50 years, female, white, stage:Stage IIB, alive, 3102 days
2742.0
TCGA-A2-A0T4-01A
62 years, female, white, stage:Stage IIA, alive, 624 days
2735.2
TCGA-AN-A0XT-01A
54 years, female, white, stage:Stage IIIA, alive, 10 days
2729.4
TCGA-A2-A4S2-01A
62 years, female, white, stage:Stage IIIA, alive, 643 days
2727.6
TCGA-D8-A1JL-01A
72 years, female, white, stage:Stage IIA, alive, 611 days
2725.4
TCGA-AO-A0J8-01A
61 years, female, white, stage:Stage IIA, alive, 680 days
2724.9
TCGA-AC-A2FB-01A
65 years, female, white, stage:Stage IIA, alive, 1234 days
2722.6
TCGA-GM-A4E0-01A
67 years, female, white, stage:Stage IIIC, alive, 2191 days
2720.9
TCGA-BH-A0DI-01A
63 years, female, white, stage:Stage IIB, alive, 912 days
2719.0
TCGA-E2-A1LL-01A
73 years, female, black or african american, stage:Stage IIIA, alive, 1309 days
2717.3
TCGA-WT-AB44-01A
77 years, female, white, stage:Stage IA, alive, 883 days
2710.7
TCGA-AN-A0G0-01A
56 years, female, white, stage:Stage IIA, alive, 16 days
2709.9
TCGA-B6-A0IH-01A
81 years, female, white, stage:Stage IIIA, dead, 2965 days
2707.2
TCGA-3C-AALI-01A
50 years, female, black or african american, stage:Stage IIB, alive, 4005 days
2707.1
TCGA-PE-A5DC-01A
72 years, female, white, stage:Stage IIIA, dead, 1430 days
2704.6
TCGA-S3-AA11-01A
67 years, female, black or african american, stage:Stage IIA, alive, 421 days
2700.1
TCGA-AO-A12G-01A
75 years, female, white, stage:Stage IIA, alive, 1639 days
2698.9
TCGA-A2-A0EY-01A
62 years, female, white, stage:Stage IIB, alive, 1925 days
2698.3
TCGA-BH-A0HQ-01A
56 years, female, white, stage:Stage IIA, alive, 1121 days
2694.5
TCGA-OL-A66J-01A
80 years, female, white, stage:Stage I, alive, 1996 days
2692.0
TCGA-E2-A1B5-01A
46 years, female, white, stage:Stage IIA, alive, 984 days
2688.6
TCGA-B6-A0IB-01A
64 years, female, white, stage:Stage IV, dead, 3941 days
2688.3
TCGA-AR-A0TY-01A
54 years, female, white, stage:Stage IIA, dead, 1699 days
2688.1
TCGA-AO-A03P-01A
54 years, female, black or african american, stage:Stage IIB, dead, 2911 days
2685.3
TCGA-A2-A0YE-01A
48 years, female, white, stage:Stage IIB, alive, 554 days
2683.5
TCGA-BH-A0H3-01A
46 years, female, white, stage:Stage I, alive, 1928 days
2681.4
TCGA-AN-A0FS-01A
55 years, female, white, stage:Stage IA, alive, 210 days
2672.1
TCGA-AR-A1AY-01A
65 years, female, white, stage:Stage I, alive, 1026 days
2667.3
TCGA-B6-A0WX-01A
40 years, female, black or african american, stage:Stage IIIA, dead, 639 days
2667.0
TCGA-E9-A1R2-01A
51 years, female, white, stage:Stage IIIC, alive, 1063 days
2664.3
TCGA-A7-A3J0-01A
62 years, female, white, stage:Stage IIA, alive, 313 days
2664.0
TCGA-BH-A0AU-01A
45 years, female, white, stage:Stage IIA, alive, 1914 days
2658.5
TCGA-PE-A5DD-01A
64 years, female, asian, stage:Stage IIA, alive, 1953 days
2658.2
TCGA-A7-A0CG-01A
78 years, female, white, stage:Stage IIA, alive, 1043 days
2657.4
TCGA-AO-A12B-01A
63 years, female, white, stage:Stage IIA, alive, 2989 days
2656.2
TCGA-E9-A22D-01A
38 years, female, white, stage:Stage IIA, alive, 1248 days
2652.5
TCGA-A8-A06X-01A
77 years, female, stage:Stage IIB, dead, 943 days
2652.1
TCGA-E2-A1LS-01A
46 years, female, white, stage:Stage IA, alive, 1604 days
2650.3
TCGA-EW-A1P3-01A
48 years, female, white, stage:Stage IIA, alive, 1611 days
2639.4
TCGA-OK-A5Q2-01A
59 years, female, stage:Stage II, alive, 64 days
2637.7
TCGA-AR-A24H-01A
65 years, female, white, stage:Stage IIA, alive, 4894 days
2629.9
TCGA-A7-A0CD-01A
66 years, female, white, stage:Stage I, alive, 1165 days
2623.0
TCGA-AO-A03O-01A
69 years, female, black or african american, stage:Stage IIA, dead, 2483 days
2622.8
TCGA-LL-A440-01A
61 years, female, white, stage:Stage IA, alive, 759 days
2622.3
TCGA-AR-A254-01A
50 years, female, white, stage:Stage IIIA, alive, 2605 days
2619.9
TCGA-E2-A3DX-01A
43 years, female, white, stage:Stage IIIC, alive, 1325 days
2619.5
TCGA-A2-A0YK-01A
61 years, female, white, stage:Stage IIA, alive, 588 days
2611.6
TCGA-LL-A740-01A
61 years, female, black or african american, stage:Stage IA, alive, 441 days
2602.7
TCGA-AO-A124-01A
38 years, female, white, stage:Stage IIA, alive, 3506 days
2601.7
TCGA-A2-A0T1-01A
55 years, female, american indian or alaska native, stage:Stage IIIC, alive, 521 days
2597.2
TCGA-BH-A0W5-01A
77 years, female, white, stage:Stage IIA, alive, 1288 days
2596.3
TCGA-A7-A4SC-01A
62 years, female, white, stage:Stage IIB, alive, 446 days
2594.8
TCGA-AR-A255-01A
62 years, female, white, stage:Stage I, alive, 2161 days
2585.8
TCGA-PL-A8LZ-01A
29 years, female, black or african american, stage:Stage IIIB, alive, 302 days
2584.4
TCGA-A2-A0CT-01A
71 years, female, white, stage:Stage IIA, alive, 2289 days
2583.7
TCGA-AC-A2QI-01A
76 years, female, white, stage:Stage IIIA, alive, 588 days
2583.2
TCGA-C8-A1HI-01A
40 years, female, asian, stage:Stage IIIA, alive, 343 days
2581.0
TCGA-E9-A1R3-01A
70 years, female, white, stage:Stage IIIC, alive, 78 days
2579.2
TCGA-BH-A1EW-01A
38 years, female, white, stage:Stage IIA, dead, 1694 days
2578.1
TCGA-BH-A0DG-01A
30 years, female, black or african american, stage:Stage IIA, alive, 2041 days
2575.4
TCGA-BH-A1EN-01A
78 years, female, white, stage:Stage IIA, dead, 2127 days
2571.3
TCGA-A7-A4SF-01A
54 years, female, black or african american, stage:Stage IIA, alive, 545 days
2566.6
TCGA-BH-A0EI-01A
51 years, female, white, stage:Stage IIA, alive, 1926 days
2565.3
TCGA-D8-A1JB-01A
54 years, female, white, stage:Stage IIB, alive, 1688 days
2563.4
TCGA-B6-A0RN-01A
60 years, female, white, stage:Stage IA, alive, 8008 days
2556.9
TCGA-EW-A1OX-01A
43 years, female, white, stage:Stage IIA, alive, 911 days
2550.7
TCGA-BH-A0DT-01A
41 years, female, white, stage:Stage IIA, alive, 2403 days
2550.6
TCGA-A8-A0A9-01A
80 years, female, stage:Stage IIA, alive, 822 days
2550.5
TCGA-LQ-A4E4-01A
73 years, female, white, stage:Stage IIIA, alive, 849 days
2549.9
TCGA-AO-A0J9-01A
61 years, female, white, stage:Stage IIIC, alive, 1613 days
2547.7
TCGA-BH-A208-01A
48 years, female, white, stage:Stage IIB, dead, 1759 days
2547.3
TCGA-E2-A1IK-01A
71 years, female, white, stage:Stage IIA, alive, 1800 days
2547.1
TCGA-AC-A2B8-01A
84 years, female, white, stage:Stage IIB, alive, 677 days
2545.1
TCGA-AR-A1AU-01A
39 years, female, white, stage:Stage IIIA, alive, 2868 days
2544.2
TCGA-S3-AA12-01A
82 years, female, black or african american, stage:Stage IIIA, alive, 574 days
2542.3
TCGA-E9-A5UO-01A
41 years, female, white, stage:Stage IIA, alive, 785 days
2541.7
TCGA-BH-A0EA-01A
72 years, female, white, stage:Stage IIA, dead, 991 days
2540.0
TCGA-S3-A6ZG-01A
71 years, female, black or african american, stage:Stage IIB, alive, 562 days
2539.8
TCGA-D8-A27H-01A
72 years, female, white, stage:Stage IIA, alive, 397 days
2538.0
TCGA-GM-A2DH-01A
58 years, female, white, stage:Stage I, alive, 2193 days
2537.0
TCGA-B6-A0RL-01A
60 years, female, black or african american, stage:Stage IIA, dead, 2469 days
2536.5
TCGA-A7-A13H-01A
61 years, female, white, stage:Stage IIB, alive, 899 days
2536.4
TCGA-A8-A06Y-01A
66 years, female, stage:Stage IIA, alive, 791 days
2532.3
TCGA-D8-A27R-01A
41 years, female, white, stage:Stage IIIC, alive, 307 days
2529.5
TCGA-A2-A0YH-01A
53 years, female, white, stage:Stage IIIA, alive, 659 days
2527.6
TCGA-GM-A2DA-01A
46 years, female, white, stage:Stage IIB, dead, 6593 days
2520.0
TCGA-C8-A274-01A
63 years, female, asian, stage:Stage IIA, alive, 508 days
2519.5
TCGA-D8-A1XJ-01A
76 years, female, white, stage:Stage IIIA, alive, 664 days
2518.3
TCGA-C8-A12N-01A
58 years, female, asian, stage:Stage IIA, alive, 358 days
2515.2
TCGA-AN-A0AM-01A
56 years, female, white, stage:Stage IIA, alive, 5 days
2513.2
TCGA-AN-A0XR-01A
55 years, female, white, stage:Stage IIIA, alive, 10 days
2507.5
TCGA-D8-A1XF-01A
45 years, female, white, stage:Stage IIA, alive, 463 days
2506.9
TCGA-BH-A18F-01A
50 years, female, white, stage:Stage IIA, alive, 1001 days
2504.7
TCGA-A8-A093-01A
61 years, female, stage:Stage IIA, alive, 546 days
2503.5
TCGA-A8-A07C-01A
57 years, female, stage:Stage IIA, alive, 1034 days
2502.9
TCGA-BH-A0GY-01A
67 years, female, white, stage:Stage IIA, alive, 923 days
2502.8
TCGA-BH-A0H5-01A
45 years, female, white, stage:Stage I, alive, 1620 days
2497.5
TCGA-AO-A0JD-01A
59 years, female, white, stage:Stage IIIA, alive, 2190 days
2492.8
TCGA-AC-A3EH-01A
79 years, female, white, stage:Stage IIIC, dead, 197 days
2490.6
TCGA-A2-A0T6-01A
50 years, female, white, stage:Stage IIB, alive, 575 days
2488.5
TCGA-E9-A1NI-01A
51 years, female, white, stage:Stage IIA, alive, 300 days
2482.4
TCGA-AC-A6IV-01A
47 years, female, white, stage:Stage IIB, alive, 568 days
2480.0
TCGA-AR-A1AK-01A
70 years, female, white, stage:Stage I, alive, 3159 days
2478.6
TCGA-OL-A6VQ-01A
49 years, female, white, stage:Stage IIA, alive, 600 days
2475.4
TCGA-AR-A250-01A
58 years, female, white, stage:Stage IIA, alive, 2707 days
2475.4
TCGA-A8-A08I-01A
53 years, female, stage:Stage IIA, alive, 365 days
2471.5
TCGA-A7-A26J-01A
49 years, female, white, stage:Stage IIA, alive, 627 days
2468.0
TCGA-AC-A3TN-01A
75 years, female, white, stage:Stage IIB, alive, 456 days
2465.9
TCGA-E9-A1RF-01A
68 years, female, white, stage:Stage IIIA, alive, 200 days
2464.3
TCGA-AR-A24W-01A
55 years, female, white, stage:Stage IIB, alive, 1550 days
2460.0
TCGA-GM-A2DM-01A
57 years, female, white, stage:Stage IIA, alive, 3226 days
2457.1
TCGA-BH-A209-01A
77 years, female, black or african american, stage:Stage I, dead, 3959 days
2455.5
TCGA-A2-A0CS-01A
73 years, female, white, stage:Stage IV, dead, 2348 days
2454.4
TCGA-AN-A0FN-01A
61 years, female, white, stage:Stage IA, alive, 218 days
2448.1
TCGA-D8-A1JN-01A
80 years, female, white, stage:Stage IIIC, alive, 620 days
2447.6
TCGA-AC-A8OP-01A
72 years, female, black or african american, stage:Stage IA, alive, 614 days
2447.4
TCGA-D8-A1XW-01A
53 years, female, white, stage:Stage IIA, alive, 1309 days
2444.0
TCGA-E9-A1NG-01A
62 years, female, white, stage:Stage IIA, dead, 786 days
2442.7
TCGA-D8-A1JS-01A
77 years, female, white, stage:Stage IA, alive, 371 days
2432.3
TCGA-EW-A1J5-01A
59 years, female, white, stage:Stage IIB, alive, 477 days
2432.1
TCGA-A2-A3XX-01A
49 years, female, black or african american, stage:Stage IIA, dead, 1439 days
2431.3
TCGA-BH-A18M-01A
39 years, female, white, stage:Stage IIIA, dead, 2207 days
2428.6
TCGA-EW-A1PG-01A
53 years, female, white, stage:Stage IIB, alive, 1051 days
2426.8
TCGA-C8-A134-01A
52 years, female, asian, stage:Stage IIA, alive, 383 days
2424.5
TCGA-E2-A107-01A
54 years, female, white, stage:Stage IIIA, alive, 1047 days
2424.0
TCGA-GM-A3NY-01A
72 years, female, white, stage:Stage IIB, alive, 1162 days
2418.0
TCGA-E2-A10F-01A
47 years, female, white, stage:Stage IIA, alive, 878 days
2414.0
TCGA-BH-A0HL-01A
56 years, female, white, stage:Stage IIB, alive, 72 days
2413.7
TCGA-AC-A2FO-01A
65 years, female, white, stage:Stage IIB, alive, 2255 days
2411.5
TCGA-BH-A0DV-01A
54 years, female, white, stage:Stage IIIA, alive, 2064 days
2407.7
TCGA-EW-A1P6-01A
64 years, female, white, stage:Stage IIB, alive, 562 days
2404.6
TCGA-E9-A247-01A
59 years, female, white, stage:Stage IA, alive, 1186 days
2403.9
TCGA-A7-A3IZ-01A
62 years, female, white, stage:Stage IIA, alive, 322 days
2401.4
TCGA-BH-A0DZ-01A
43 years, female, white, stage:Stage IIB, alive, 495 days
2400.7
TCGA-BH-A0H9-01A
69 years, female, white, stage:Stage IIA, alive, 1247 days
2400.4
TCGA-E2-A1IJ-01A
57 years, female, white, stage:Stage I, alive, 865 days
2399.9
TCGA-AC-A6IX-01A
49 years, female, white, stage:Stage IIIC, alive, 373 days
2396.0
TCGA-C8-A1HK-01A
53 years, female, asian, stage:Stage IIB, alive, 366 days
2393.4
TCGA-AQ-A1H3-01A
49 years, female, white, stage:Stage IIIC, alive, 989 days
2390.6
TCGA-D8-A27I-01A
58 years, female, white, stage:Stage IIIA, alive, 439 days
2388.4
TCGA-AC-A2FG-01A
79 years, female, white, stage:Stage IIB, alive, 1853 days
2388.2
TCGA-AO-A03L-01A
34 years, female, asian, stage:Stage IIIA, alive, 2442 days
2387.5
TCGA-AR-A1AI-01A
47 years, female, white, stage:Stage IIA, alive, 3296 days
2383.8
TCGA-D8-A1X6-01A
80 years, female, white, stage:Stage IIIA, alive, 541 days
2383.4
TCGA-BH-A0EE-01A
68 years, female, white, stage:Stage IIB, alive, 943 days
2382.2
TCGA-EW-A1J2-01A
50 years, female, black or african american, stage:'--, alive, 403 days
2382.2
TCGA-A8-A08A-01A
89 years, female, stage:Stage I, alive, 30 days
2377.9
TCGA-A8-A09D-01A
47 years, female, stage:Stage IIB, alive, 1522 days
2372.7
TCGA-D8-A1Y2-01A
71 years, female, white, stage:Stage IIA, alive, 433 days
2371.7
TCGA-E2-A15R-01A
64 years, female, white, stage:Stage IIA, alive, 1732 days
2370.8
TCGA-E2-A15D-01A
47 years, female, white, stage:Stage IIA, alive, 526 days
2368.7
TCGA-E2-A14X-01A
55 years, female, black or african american, stage:Stage IIIA, alive, 972 days
2366.6
TCGA-E9-A1NF-01A
60 years, female, white, stage:Stage IIA, dead, 1072 days
2365.0
TCGA-A8-A09T-01A
68 years, female, stage:'--, alive, 579 days
2363.9
TCGA-C8-A26Z-01A
59 years, female, asian, stage:Stage IIA, alive, 470 days
2362.0
TCGA-BH-A201-01A
64 years, female, white, stage:Stage IA, alive, 856 days
2360.5
TCGA-AN-A0FY-01A
55 years, female, white, stage:Stage IA, alive, 10 days
2355.3
TCGA-E2-A56Z-01A
69 years, female, black or african american, stage:Stage IIB, alive, 252 days
2354.0
TCGA-AC-A4ZE-01A
63 years, female, white, stage:Stage IIB, alive, 890 days
2353.1
TCGA-A2-A0D1-01A
76 years, female, white, stage:Stage IIA, alive, 1051 days
2348.8
TCGA-D8-A1XB-01A
62 years, female, white, stage:Stage IIB, alive, 552 days
2346.3
TCGA-A8-A0A7-01A
57 years, female, stage:Stage IIB, alive, 30 days
2340.8
TCGA-BH-A18T-01A
70 years, female, white, stage:Stage IIA, dead, 224 days
2339.6
TCGA-AQ-A7U7-01A
55 years, female, white, stage:Stage IIIA, dead, 584 days
2335.1
TCGA-BH-A1F0-01A
80 years, female, white, stage:Stage IIA, dead, 785 days
2334.6
TCGA-E2-A150-01A
48 years, female, white, stage:Stage IIA, alive, 1935 days
2333.1
TCGA-BH-A1FB-01A
60 years, female, white, stage:Stage IIB, dead, 3669 days
2331.2
TCGA-BH-A0AZ-01A
47 years, female, white, stage:Stage IIIA, alive, 1919 days
2330.9
TCGA-D8-A1XG-01A
86 years, female, white, stage:Stage IIIB, alive, 448 days
2330.2
TCGA-A2-A0YD-01A
63 years, female, white, stage:Stage IIB, alive, 769 days
2329.0
TCGA-AC-A7VB-01A
51 years, female, black or african american, stage:Stage IIA, alive, 250 days
2324.9
TCGA-A2-A25B-01A
39 years, female, black or african american, stage:Stage IIB, alive, 1291 days
2319.7
TCGA-C8-A26W-01A
58 years, female, asian, stage:Stage IIB, alive, 381 days
2319.6
TCGA-E9-A227-01A
42 years, female, white, stage:Stage IIB, alive, 975 days
2312.5
TCGA-E2-A152-01A
56 years, female, white, stage:Stage I, alive, 2128 days
2311.2
TCGA-B6-A0IA-01A
51 years, female, white, stage:Stage IIA, alive, 8391 days
2305.3
TCGA-BH-A1FJ-01A
66 years, female, white, stage:Stage IIIA, dead, 1927 days
2305.2
TCGA-AR-A24T-01A
46 years, female, white, stage:Stage IIIC, alive, 3202 days
2299.2
TCGA-BH-A1FL-01A
69 years, female, white, stage:Stage IIB, dead, 1673 days
2299.2
TCGA-A2-A0CL-01A
37 years, female, black or african american, stage:Stage IIIA, alive, 3015 days
2291.5
TCGA-A8-A07Z-01A
85 years, female, stage:Stage IIA, alive, 1371 days
2290.5
TCGA-UU-A93S-01A
63 years, female, black or african american, stage:Stage IV, dead, 116 days
2289.8
TCGA-AC-A2BM-01A
41 years, female, black or african american, stage:Stage IIB, alive, 3022 days
2289.1
TCGA-A2-A0EW-01A
53 years, female, white, stage:Stage IIIC, dead, 1884 days
2288.7
TCGA-B6-A0RG-01A
26 years, female, white, stage:Stage IIB, alive, 2082 days
2287.7
TCGA-D8-A141-01A
40 years, female, white, stage:'--, alive, 626 days
2283.4
TCGA-E2-A15O-01A
89 years, female, black or african american, stage:Stage I, alive, 289 days
2277.4
TCGA-A8-A0AB-01A
54 years, female, stage:Stage IIA, alive, 518 days
2270.7
TCGA-A8-A08O-01A
45 years, female, stage:Stage IV, alive, 943 days
2266.9
TCGA-BH-A0H0-01A
69 years, female, white, stage:Stage IA, alive, 461 days
2254.0
TCGA-AR-A1AS-01A
54 years, female, asian, stage:Stage IIB, alive, 1150 days
2252.0
TCGA-BH-A0E1-01A
52 years, female, white, stage:Stage IIB, alive, 477 days
2250.9
TCGA-AR-A24P-01A
47 years, female, white, stage:Stage I, alive, 84 days
2250.3
TCGA-D8-A145-01A
80 years, female, white, stage:Stage IIA, alive, 410 days
2248.7
TCGA-AC-A3HN-01A
87 years, female, white, stage:Stage IIB, alive, 496 days
2248.3
TCGA-A2-A0D3-01A
42 years, female, white, stage:Stage IA, alive, 1873 days
2246.1
TCGA-D8-A1Y0-01A
65 years, female, white, stage:Stage IIIA, alive, 472 days
2242.0
TCGA-AN-A0FK-01A
88 years, female, white, stage:Stage IIIB, alive, 213 days
2242.0
TCGA-A7-A4SA-01A
40 years, female, white, stage:Stage IIB, alive, 454 days
2234.4
TCGA-A8-A076-01A
66 years, female, stage:Stage IIA, alive, 1642 days
2220.0
TCGA-BH-A1FH-01A
47 years, female, white, stage:Stage IV, dead, 1034 days
2218.5
TCGA-A8-A079-01A
69 years, female, stage:Stage IIIB, alive, 274 days
2218.1
TCGA-A2-A04N-01A
66 years, female, white, stage:Stage IA, alive, 4354 days
2214.2
TCGA-A8-A09A-01A
40 years, female, stage:Stage X, alive, 304 days
2214.2
TCGA-A7-A3J1-01A
63 years, female, white, stage:Stage IA, alive, 343 days
2209.5
TCGA-BH-A6R8-01A
46 years, female, black or african american, stage:Stage IIA, alive, 293 days
2207.6
TCGA-AN-A0AL-01A
41 years, female, white, stage:Stage IIIB, alive, 227 days
2207.0
TCGA-A2-A0SV-01A
63 years, female, white, stage:Stage IV, dead, 825 days
2205.9
TCGA-A2-A04Y-01A
53 years, female, white, stage:Stage IIB, alive, 1099 days
2200.1
TCGA-A2-A0SU-01A
66 years, female, white, stage:Stage IIA, alive, 1662 days
2199.7
TCGA-A1-A0SN-01A
50 years, female, white, stage:Stage IIA, alive, 1196 days
2198.8
TCGA-E2-A1AZ-01A
63 years, female, white, stage:Stage IIB, alive, 2329 days
2193.5
TCGA-AN-A049-01A
62 years, female, white, stage:Stage IIA, alive, 19 days
2192.6
TCGA-D8-A27V-01A
62 years, female, white, stage:Stage IIA, alive, 381 days
2190.9
TCGA-BH-A0C0-01A
62 years, female, white, stage:Stage IIA, alive, 1270 days
2182.8
TCGA-BH-A0WA-01A
82 years, female, white, stage:Stage I, alive, 701 days
2182.0
TCGA-A1-A0SJ-01A
39 years, female, black or african american, stage:Stage IIIA, alive, 416 days
2180.9
TCGA-A8-A086-01A
59 years, female, stage:Stage IIA, alive, 396 days
2180.7
TCGA-A1-A0SD-01A
59 years, female, white, stage:Stage IIA, alive, 437 days
2180.3
TCGA-D8-A1XQ-01A
69 years, female, white, stage:Stage IIA, alive, 499 days
2179.6
TCGA-E2-A14Q-01A
50 years, female, white, stage:Stage IIB, alive, 1163 days
2177.8
TCGA-AR-A1AL-01A
60 years, female, white, stage:Stage IIIA, alive, 2971 days
2177.6
TCGA-EW-A2FW-01A
52 years, female, white, stage:Stage IIA, alive, 672 days
2176.8
TCGA-D8-A73X-01A
53 years, female, white, stage:Stage IIA, alive, 767 days
2170.1
TCGA-B6-A0I1-01A
73 years, female, black or african american, stage:Stage IIA, dead, 2361 days
2169.4
TCGA-A1-A0SO-01A
67 years, female, white, stage:Stage IIB, alive, 852 days
2167.9
TCGA-BH-A0HF-01A
77 years, female, white, stage:Stage IA, alive, 727 days
2161.7
TCGA-AO-A12H-01A
69 years, female, black or african american, stage:Stage IIA, alive, 1234 days
2156.3
TCGA-AR-A24Z-01A
57 years, female, white, stage:Stage IIA, alive, 3001 days
2154.4
TCGA-A8-A07O-01A
51 years, female, stage:Stage IIA, alive, 304 days
2152.5
TCGA-D8-A73U-01A
88 years, female, white, stage:Stage IIA, alive, 492 days
2148.2
TCGA-C8-A12W-01A
49 years, female, asian, stage:Stage IIIB, alive, 385 days
2147.5
TCGA-BH-A1FR-01A
73 years, female, white, stage:Stage IIIB, dead, 1642 days
2145.7
TCGA-BH-A0AY-01A
62 years, female, white, stage:Stage IIA, alive, 777 days
2144.7
TCGA-E9-A1N5-01A
45 years, female, white, stage:Stage IIB, alive, 1120 days
2144.5
TCGA-A7-A2KD-01A
53 years, female, black or african american, stage:Stage IIIA, alive, 679 days
2143.8
TCGA-A2-A0EU-01A
79 years, female, white, stage:Stage IA, alive, 1043 days
2142.0
TCGA-E9-A3HO-01A
49 years, female, white, stage:Stage IIA, alive, 1158 days
2135.5
TCGA-C8-A137-01A
34 years, female, asian, stage:Stage IIB, alive, 379 days
2132.0
TCGA-E9-A1N4-01A
41 years, female, white, stage:Stage IIIA, alive, 1000 days
2131.8
TCGA-B6-A0RI-01A
44 years, female, white, stage:Stage IIIB, alive, 7126 days
2129.1
TCGA-OL-A5RU-01A
63 years, female, black or african american, stage:Stage IIA, alive, 1219 days
2126.3
TCGA-A7-A13E-01A
62 years, female, white, stage:Stage IIB, dead, 614 days
2125.9
TCGA-AO-A03T-01A
42 years, female, white, stage:Stage IIB, alive, 2124 days
2125.1
TCGA-S3-AA14-01A
47 years, female, black or african american, stage:Stage I, alive, 529 days
2125.0
TCGA-E9-A54X-01A
85 years, female, white, stage:Stage IA, alive, 727 days
2123.4
TCGA-E2-A1LB-01A
41 years, female, black or african american, stage:Stage IIB, alive, 2306 days
2122.1
TCGA-D8-A27L-01A
49 years, female, white, stage:Stage IIIA, alive, 499 days
2118.8
TCGA-E2-A1LH-01A
59 years, female, white, stage:Stage I, alive, 3247 days
2118.2
TCGA-BH-A18P-01A
60 years, female, white, stage:Stage I, dead, 921 days
2117.7
TCGA-AQ-A1H2-01A
84 years, female, white, stage:Stage IIIA, alive, 475 days
2116.6
TCGA-GM-A3NW-01A
63 years, female, white, stage:Stage IIA, alive, 3361 days
2112.4
TCGA-B6-A408-01A
55 years, female, black or african american, stage:Stage IIIC, alive, 2072 days
2109.8
TCGA-E2-A14W-01A
78 years, male, white, stage:Stage IIA, alive, 974 days
2109.5
TCGA-E2-A15L-01A
65 years, female, black or african american, stage:Stage IIA, alive, 626 days
2108.8
TCGA-AR-A2LL-01A
70 years, female, white, stage:Stage IIB, alive, 2012 days
2106.8
TCGA-E9-A5UP-01A
63 years, female, white, stage:Stage IIA, alive, 803 days
2099.7
TCGA-D8-A1JH-01A
56 years, female, white, stage:Stage IA, alive, 426 days
2096.5
TCGA-D8-A27K-01A
47 years, female, white, stage:Stage IIB, alive, 1461 days
2095.1
TCGA-A8-A08Z-01A
76 years, female, stage:'--, alive, 1217 days
2093.0
TCGA-E9-A229-01A
37 years, female, white, stage:Stage IA, alive, 1148 days
2092.6
TCGA-A2-A0T7-01A
51 years, female, white, stage:Stage IIA, alive, 631 days
2087.2
TCGA-BH-A0BD-01A
47 years, female, white, stage:Stage IIA, alive, 554 days
2084.4
TCGA-A8-A097-01A
65 years, female, stage:Stage IIB, alive, 365 days
2084.3
TCGA-AN-A0FF-01A
32 years, female, white, stage:Stage IA, alive, 172 days
2080.6
TCGA-EW-A1IX-01A
48 years, female, asian, stage:Stage IIA, alive, 1208 days
2077.5
TCGA-EW-A1PF-01A
50 years, female, white, stage:Stage IA, alive, 439 days
2073.9
TCGA-E2-A2P6-01A
77 years, female, stage:Stage IIB, alive, 1051 days
2072.4
TCGA-D8-A27M-01A
59 years, female, white, stage:Stage IA, alive, 410 days
2070.0
TCGA-E2-A15G-01A
76 years, female, white, stage:Stage IIA, alive, 554 days
2069.7
TCGA-EW-A2FV-01A
39 years, female, white, stage:Stage IIIC, alive, 788 days
2068.7
TCGA-D8-A27G-01A
75 years, female, white, stage:Stage IIA, alive, 409 days
2067.7
TCGA-AO-A1KT-01A
78 years, female, white, stage:Stage IIA, alive, 541 days
2067.6
TCGA-E2-A15K-01A
58 years, female, white, stage:Stage IIB, alive, 275 days
2065.6
TCGA-D8-A27F-01A
40 years, female, white, stage:Stage IIA, alive, 488 days
2064.2
TCGA-BH-A0BV-01A
78 years, female, white, stage:Stage IIB, alive, 1519 days
2060.9
TCGA-BH-A0H7-01A
65 years, female, white, stage:Stage IIIA, alive, 702 days
2060.9
TCGA-B6-A0X5-01A
61 years, female, black or african american, stage:Stage IIB, dead, 2097 days
2059.6
TCGA-A8-A09B-01A
58 years, female, stage:Stage IIIB, alive, 365 days
2059.4
TCGA-D8-A3Z6-01A
56 years, female, white, stage:Stage IIIC, alive, 563 days
2057.8
TCGA-D8-A13Z-01A
51 years, female, white, stage:'--, alive, 635 days
2056.3
TCGA-BH-A8FY-01A
87 years, female, white, stage:Stage IA, dead, 295 days
2054.0
TCGA-D8-A1XA-01A
64 years, female, white, stage:Stage IA, alive, 839 days
2048.0
TCGA-LL-A442-01A
56 years, female, black or african american, stage:Stage IIA, alive, 889 days
2048.0
TCGA-C8-A8HQ-01A
53 years, female, asian, stage:Stage IIB, alive, 380 days
2047.5
TCGA-E2-A1IO-01A
37 years, female, white, stage:Stage I, alive, 1855 days
2044.1
TCGA-BH-A0BA-01A
51 years, female, white, stage:Stage IIIC, alive, 1132 days
2043.3
TCGA-PL-A8LX-01A
35 years, female, black or african american, stage:Stage IV, alive, 5 days
2041.4
TCGA-E9-A1RI-01A
43 years, female, white, stage:Stage IIIA, alive, 1449 days
2040.1
TCGA-A2-A1FZ-01A
63 years, female, white, stage:Stage IIA, alive, 683 days
2037.3
TCGA-BH-A0AV-01A
52 years, female, black or african american, stage:Stage I, alive, 1820 days
2036.9
TCGA-EW-A6SC-01A
60 years, female, black or african american, stage:Stage IIA, alive, 952 days
2036.6
TCGA-E2-A108-01A
64 years, female, white, stage:Stage IIIA, alive, 837 days
2034.1
TCGA-B6-A0WV-01A
67 years, female, white, stage:Stage IIB, dead, 2417 days
2033.1
TCGA-A8-A09M-01A
75 years, female, stage:Stage IIIC, alive, 1006 days
2033.0
TCGA-AR-A2LM-01A
49 years, female, white, stage:Stage II, alive, 1935 days
2031.6
TCGA-BH-A0HW-01A
62 years, female, asian, stage:Stage IA, alive, 1561 days
2030.1
TCGA-A8-A0AD-01A
83 years, female, stage:Stage I, alive, 1157 days
2029.9
TCGA-D8-A27P-01A
64 years, female, white, stage:Stage IA, alive, 49 days
2029.8
TCGA-AO-A0JI-01A
56 years, female, white, stage:Stage IIA, alive, 1528 days
2027.4
TCGA-E9-A1NE-01A
28 years, female, white, stage:Stage IIB, alive, 1088 days
2024.5
TCGA-D8-A1X8-01A
62 years, female, white, stage:Stage IIIA, alive, 783 days
2021.1
TCGA-BH-A0HK-01A
81 years, female, white, stage:Stage IIB, alive, 178 days
2018.2
TCGA-A2-A0EN-01A
70 years, female, white, stage:Stage IIA, alive, 4088 days
2016.7
TCGA-BH-A0C3-01A
47 years, female, white, stage:Stage I, alive, 2709 days
2014.8
TCGA-AR-A0TZ-01A
43 years, female, white, stage:'--, dead, 3262 days
2014.1
TCGA-E2-A1L6-01A
44 years, female, white, stage:Stage IIA, alive, 1648 days
2009.8
TCGA-BH-A0BL-01A
35 years, female, white, stage:Stage I, alive, 2278 days
2009.0
TCGA-E9-A1NH-01A
71 years, female, white, stage:Stage IIB, alive, 576 days
2008.6
TCGA-A8-A09N-01A
57 years, female, stage:Stage IIIC, alive, 31 days
2007.1
TCGA-E2-A1IE-01A
61 years, female, white, stage:Stage IIB, alive, 2362 days
1997.3
TCGA-A2-A0ET-01A
58 years, female, white, stage:Stage IIIA, alive, 1066 days
1996.6
TCGA-BH-A0DL-01A
64 years, female, white, stage:Stage IIA, alive, 2381 days
1993.3
TCGA-E2-A1IH-01A
80 years, female, white, stage:Stage I, alive, 1026 days
1989.1
TCGA-E9-A1N3-01A
70 years, female, white, stage:Stage IIIA, alive, 1059 days
1987.8
TCGA-AO-A0J2-01A
41 years, female, white, stage:Stage IA, alive, 997 days
1984.4
TCGA-E9-A1QZ-01A
61 years, female, white, stage:Stage IIA, alive, 755 days
1983.4
TCGA-A8-A08C-01A
65 years, female, stage:Stage IIA, alive, 881 days
1981.0
TCGA-A2-A0EM-01A
73 years, female, white, stage:Stage IA, alive, 3094 days
1976.8
TCGA-BH-A202-01A
60 years, female, white, stage:Stage II, alive, 795 days
1975.2
TCGA-AO-A0JA-01A
36 years, female, black or african american, stage:Stage IIIC, alive, 655 days
1973.9
TCGA-BH-A0B1-01A
66 years, female, white, stage:Stage IIB, alive, 1148 days
1973.4
TCGA-BH-A0DX-01A
62 years, female, white, stage:Stage I, alive, 2156 days
1970.0
TCGA-A8-A085-01A
44 years, male, stage:Stage IIB, alive, 1124 days
1957.1
TCGA-A2-A04R-01A
36 years, female, black or african american, stage:Stage IA, alive, 3709 days
1953.6
TCGA-AR-A0TV-01A
66 years, female, stage:Stage IIA, alive, 2288 days
1953.1
TCGA-E2-A15H-01A
38 years, female, white, stage:Stage IIA, alive, 393 days
1948.5
TCGA-D8-A143-01A
51 years, female, white, stage:Stage IIA, alive, 431 days
1948.1
TCGA-BH-A0BO-01A
54 years, female, white, stage:Stage I, alive, 2197 days
1948.1
TCGA-AR-A24O-01A
43 years, female, white, stage:Stage IIIA, alive, 3607 days
1945.2
TCGA-E2-A109-01A
64 years, female, white, stage:Stage IIA, alive, 1417 days
1944.6
TCGA-B6-A0X4-01A
62 years, female, white, stage:Stage IIB, dead, 860 days
1942.7
TCGA-B6-A0RP-01A
73 years, female, white, stage:'--, dead, 3126 days
1942.6
TCGA-GM-A2DK-01A
58 years, female, white, stage:Stage I, alive, 2645 days
1935.5
TCGA-E2-A15F-01A
64 years, female, white, stage:Stage I, alive, 658 days
1934.4
TCGA-D8-A1XS-01A
48 years, male, white, stage:Stage IIIC, alive, 496 days
1934.0
TCGA-AO-A0J3-01A
67 years, female, white, stage:Stage IIB, alive, 651 days
1932.0
TCGA-AR-A24V-01A
52 years, female, white, stage:Stage IIB, alive, 3203 days
1931.8
TCGA-AN-A0FT-01A
63 years, female, white, stage:Stage IIB, alive, 214 days
1931.4
TCGA-A8-A075-01A
42 years, female, stage:Stage IIB, alive, 518 days
1930.5
TCGA-BH-A0DS-01A
71 years, female, white, stage:Stage IIIA, alive, 78 days
1929.3
TCGA-A2-A1G0-01A
49 years, female, white, stage:Stage IIB, alive, 616 days
1928.8
TCGA-A8-A08P-01A
70 years, female, stage:Stage IIIA, alive, 943 days
1925.5
TCGA-C8-A138-01A
54 years, female, asian, stage:Stage IIIA, alive, 380 days
1924.7
TCGA-E9-A245-01A
47 years, female, white, stage:Stage IIB, dead, 26 days
1924.0
TCGA-A1-A0SM-01A
77 years, male, white, stage:Stage IIA, alive, 242 days
1922.4
TCGA-E9-A1R6-01A
63 years, female, white, stage:Stage IIA, alive, 339 days
1918.8
TCGA-D8-A1XR-01A
56 years, female, white, stage:Stage IIB, alive, 482 days
1917.9
TCGA-BH-A0EB-01A
69 years, female, white, stage:Stage IA, alive, 745 days
1915.6
TCGA-BH-A18N-01A
88 years, female, white, stage:Stage IIA, dead, 468 days
1913.0
TCGA-D8-A1X9-01A
66 years, female, white, stage:Stage IIB, alive, 727 days
1912.7
TCGA-E2-A15M-01A
66 years, female, white, stage:Stage IIA, dead, 336 days
1909.8
TCGA-B6-A0RM-01A
57 years, female, black or african american, stage:Stage X, dead, 2373 days
1906.2
TCGA-BH-A0HI-01A
78 years, female, white, stage:Stage IA, alive, 620 days
1904.5
TCGA-C8-A132-01A
56 years, female, asian, stage:Stage IIB, alive, 383 days
1902.7
TCGA-C8-A8HP-01A
59 years, female, asian, stage:Stage IIIA, alive, 396 days
1902.5
TCGA-A2-A25E-01A
34 years, female, black or african american, stage:Stage IIIA, alive, 3204 days
1899.2
TCGA-S3-AA15-01A
51 years, female, black or african american, stage:Stage IIB, alive, 525 days
1898.6
TCGA-D8-A73W-01A
79 years, female, white, stage:Stage IIIA, dead, 385 days
1897.8
TCGA-A1-A0SI-01A
52 years, female, white, stage:Stage IIB, alive, 635 days
1894.7
TCGA-D8-A1JJ-01A
54 years, female, white, stage:Stage IIA, alive, 611 days
1893.5
TCGA-AO-A125-01A
72 years, female, black or african american, stage:Stage IIA, alive, 3456 days
1892.7
TCGA-B6-A0WW-01A
58 years, female, black or african american, stage:Stage X, dead, 558 days
1882.8
TCGA-E2-A1B0-01A
50 years, female, white, stage:Stage IIIA, alive, 1631 days
1880.5
TCGA-E9-A22A-01A
74 years, female, white, stage:Stage IIA, alive, 1189 days
1872.2
TCGA-BH-A18L-01A
50 years, female, white, stage:Stage IIIA, dead, 811 days
1871.9
TCGA-BH-A18R-01A
50 years, female, white, stage:Stage IIA, dead, 1142 days
1870.6
TCGA-A2-A3KD-01A
47 years, female, white, stage:Stage IIIA, alive, 1206 days
1869.2
TCGA-AR-A24M-01A
38 years, female, white, stage:Stage IIIA, alive, 3660 days
1868.3
TCGA-BH-A0BP-01A
76 years, female, white, stage:Stage I, dead, 2296 days
1864.1
TCGA-AN-A0XP-01A
69 years, female, white, stage:Stage IIIA, alive, 9 days
1861.4
TCGA-D8-A142-01A
74 years, female, white, stage:Stage IIB, alive, 425 days
1859.6
TCGA-AO-A12E-01A
51 years, female, white, stage:Stage IIB, alive, 2142 days
1854.4
TCGA-E9-A2JS-01A
72 years, female, white, stage:Stage IIB, dead, 904 days
1850.5
TCGA-AC-A8OQ-01A
72 years, female, black or african american, stage:Stage IIB, alive, 34 days
1847.5
TCGA-AR-A0TR-01A
68 years, female, white, stage:Stage IIB, dead, 160 days
1841.9
TCGA-AR-A1AW-01A
65 years, female, white, stage:Stage IIA, alive, 2632 days
1841.4
TCGA-BH-A0B7-01A
42 years, female, white, stage:Stage IIB, alive, 2559 days
1838.3
TCGA-A2-A0YC-01A
59 years, female, white, stage:Stage IIB, alive, 990 days
1837.4
TCGA-A1-A0SG-01A
61 years, female, white, stage:Stage IIB, alive, 434 days
1835.0
TCGA-C8-A1HM-01A
74 years, female, asian, stage:Stage IIA, alive, 375 days
1834.5
TCGA-AR-A24N-01A
54 years, female, white, stage:Stage I, alive, 3035 days
1833.0
TCGA-AO-A0JF-01A
68 years, female, white, stage:Stage IIA, alive, 1980 days
1832.3
TCGA-A8-A07S-01A
73 years, female, stage:Stage IIA, alive, 243 days
1831.4
TCGA-C8-A12O-01A
50 years, female, asian, stage:Stage IIA, alive, 385 days
1830.7
TCGA-A2-A1G1-01A
85 years, female, white, stage:Stage IIB, alive, 584 days
1830.2
TCGA-AR-A0TS-01A
46 years, female, white, stage:Stage IIB, alive, 2558 days
1827.5
TCGA-GM-A2DF-01A
53 years, female, black or african american, stage:Stage IIA, alive, 2155 days
1827.3
TCGA-D8-A1XM-01A
57 years, female, white, stage:Stage IA, alive, 538 days
1827.2
TCGA-A8-A0A1-01A
84 years, female, stage:Stage IIA, alive, 365 days
1823.8
TCGA-AN-A041-01A
29 years, female, white, stage:Stage IIB, alive, 7 days
1823.1
TCGA-BH-A18H-01A
63 years, female, white, stage:Stage IA, alive, 652 days
1811.5
TCGA-E9-A1N6-01A
52 years, female, white, stage:Stage IIB, dead, 678 days
1808.7
TCGA-C8-A12L-01A
67 years, female, asian, stage:Stage IIA, alive, 363 days
1804.4
TCGA-EW-A2FR-01A
59 years, female, black or african american, stage:Stage IIIC, alive, 1673 days
1804.1
TCGA-E2-A1B1-01A
45 years, female, white, stage:Stage IIB, alive, 2653 days
1801.3
TCGA-AO-A0J5-01A
48 years, female, white, stage:Stage IV, dead, 792 days
1799.9
TCGA-A8-A084-01A
81 years, female, stage:Stage IIB, alive, 458 days
1796.6
TCGA-C8-A12X-01A
62 years, female, asian, stage:Stage IIB, alive, 385 days
1796.4
TCGA-B6-A2IU-01A
62 years, female, white, stage:Stage IIA, alive, 5176 days
1793.4
TCGA-E2-A10B-01A
67 years, female, white, stage:Stage IIB, alive, 1141 days
1790.1
TCGA-BH-A0DE-01A
62 years, female, white, stage:Stage IIA, alive, 2372 days
1783.8
TCGA-A8-A07J-01A
35 years, female, stage:Stage IIB, alive, 365 days
1782.9
TCGA-A1-A0SH-01A
39 years, female, white, stage:Stage IIA, alive, 1437 days
1774.9
TCGA-BH-A1EU-01A
83 years, female, white, stage:Stage I, dead, 1286 days
1773.8
TCGA-E2-A156-01A
61 years, female, white, stage:Stage I, alive, 726 days
1772.9
TCGA-A7-A26E-01A
71 years, female, white, stage:Stage IIIA, alive, 954 days
1769.1
TCGA-B6-A0WS-01A
58 years, female, black or african american, stage:Stage X, dead, 2965 days
1767.9
TCGA-C8-A27B-01A
48 years, female, asian, stage:Stage IIB, alive, 439 days
1756.3
TCGA-E2-A1IU-01A
60 years, female, white, stage:Stage IA, alive, 337 days
1755.1
TCGA-A8-A09I-01A
84 years, female, stage:Stage IIA, alive, 1371 days
1752.6
TCGA-A2-A0EV-01A
80 years, female, white, stage:Stage IA, alive, 968 days
1750.4
TCGA-BH-A1FE-01A
31 years, female, white, stage:Stage IIB, dead, 2273 days
1735.5
TCGA-AO-A12D-01A
43 years, female, white, stage:Stage IIA, alive, 2515 days
1732.4
TCGA-A2-A0D4-01A
37 years, female, black or african american, stage:Stage IIB, alive, 767 days
1731.3
TCGA-A8-A08R-01A
52 years, female, stage:Stage IIB, alive, 30 days
1729.0
TCGA-D8-A27E-01A
66 years, female, white, stage:Stage IA, alive, 530 days
1726.3
TCGA-A2-A1FV-01A
74 years, female, white, stage:Stage IIB, alive, 714 days
1717.9
TCGA-GM-A2DC-01A
57 years, female, white, stage:Stage IIA, alive, 2535 days
1717.2
TCGA-A7-A26H-01A
72 years, female, white, stage:Stage IIA, alive, 724 days
1713.9
TCGA-C8-A26X-01A
58 years, female, asian, stage:Stage IIA, alive, 376 days
1713.7
TCGA-C8-A3M8-01A
68 years, female, asian, stage:Stage IA, alive, 394 days
1713.0
TCGA-A8-A06U-01A
80 years, female, stage:Stage IIB, dead, 883 days
1711.1
TCGA-AO-A0JM-01A
40 years, female, stage:Stage IIB, alive, 2184 days
1708.8
TCGA-B6-A0I9-01A
62 years, female, white, stage:Stage IV, dead, 362 days
1706.1
TCGA-D8-A1XD-01A
36 years, female, white, stage:Stage IIIA, alive, 522 days
1705.5
TCGA-D8-A1JI-01A
54 years, female, white, stage:Stage IIA, alive, 577 days
1703.8
TCGA-A8-A06R-01A
69 years, female, stage:Stage IIB, alive, 547 days
1701.5
TCGA-BH-A18S-01A
79 years, female, white, stage:Stage I, dead, 2009 days
1694.1
TCGA-BH-A1EO-01A
68 years, female, white, stage:Stage IIA, dead, 2798 days
1692.6
TCGA-AN-A0XL-01A
61 years, female, white, stage:Stage IIA, alive, 163 days
1690.6
TCGA-A8-A06Q-01A
63 years, female, stage:Stage IIIA, alive, 31 days
1681.0
TCGA-A2-A0YJ-01A
39 years, female, white, stage:Stage IIIA, alive, 566 days
1675.7
TCGA-E9-A1RC-01A
56 years, female, white, stage:Stage IIIC, alive, 1224 days
1673.3
TCGA-A8-A099-01A
76 years, female, stage:Stage X, alive, 304 days
1672.3
TCGA-C8-A12Z-01A
45 years, female, asian, stage:Stage IIB, alive, 382 days
1666.6
TCGA-AN-A0XS-01A
63 years, female, white, stage:Stage IIIA, alive, 10 days
1662.2
TCGA-EW-A1P5-01A
77 years, female, white, stage:Stage IIB, alive, 703 days
1659.8
TCGA-A7-A26G-01A
50 years, female, black or african american, stage:Stage IIA, alive, 722 days
1658.1
TCGA-AR-A1AJ-01A
83 years, female, white, stage:Stage I, alive, 2383 days
1656.4
TCGA-D8-A140-01A
62 years, female, white, stage:Stage IIB, alive, 403 days
1655.0
TCGA-AN-A03X-01A
74 years, female, white, stage:Stage IIA, alive, 10 days
1654.2
TCGA-A8-A08L-01A
89 years, female, stage:Stage IIIA, dead, 30 days
1649.9
TCGA-A8-A08X-01A
43 years, female, stage:Stage IIIC, alive, 1308 days
1648.8
TCGA-E2-A1L9-01A
40 years, female, white, stage:Stage IIA, alive, 598 days
1646.9
TCGA-A2-A0YI-01A
62 years, female, white, stage:Stage I, alive, 1505 days
1643.5
TCGA-E2-A14T-01A
52 years, female, white, stage:Stage IIA, alive, 2311 days
1642.1
TCGA-GM-A2DB-01A
62 years, female, white, stage:Stage IIA, alive, 2406 days
1639.3
TCGA-C8-A1HN-01A
56 years, female, asian, stage:Stage IIA, alive, 394 days
1638.2
TCGA-D8-A1XU-01A
56 years, female, white, stage:Stage IA, alive, 395 days
1634.5
TCGA-E2-A155-01A
58 years, female, white, stage:Stage IIB, alive, 640 days
1633.2
TCGA-AQ-A0Y5-01A
70 years, female, white, stage:Stage IIIA, dead, 172 days
1625.8
TCGA-A8-A07P-01A
68 years, female, stage:Stage IIB, alive, 334 days
1625.1
TCGA-AR-A1AV-01A
68 years, male, white, stage:Stage IIB, alive, 1864 days
1623.4
TCGA-A8-A06P-01A
63 years, female, stage:Stage IIIA, alive, 396 days
1622.3
TCGA-AR-A2LK-01A
62 years, female, white, stage:Stage III, dead, 1649 days
1620.8
TCGA-A8-A0A6-01A
64 years, female, stage:Stage IIIC, alive, 640 days
1615.4
TCGA-AR-A0TX-01A
64 years, female, stage:Stage IIA, alive, 1972 days
1614.1
TCGA-E2-A15T-01A
65 years, female, white, stage:Stage IIA, alive, 1563 days
1613.8
TCGA-AO-A0JG-01A
49 years, female, white, stage:Stage IIIA, alive, 798 days
1611.9
TCGA-AN-A0XV-01A
67 years, female, white, stage:Stage IIIA, alive, 162 days
1611.7
TCGA-A2-A0CU-01A
73 years, female, white, stage:Stage IIA, dead, 158 days
1609.8
TCGA-B6-A0RO-01A
71 years, female, white, stage:Stage IIIB, alive, 4929 days
1602.9
TCGA-BH-A0H6-01A
82 years, female, white, stage:Stage I, alive, 747 days
1596.5
TCGA-A8-A0A2-01A
66 years, female, stage:Stage IIA, alive, 579 days
1595.7
TCGA-EW-A1PE-01A
56 years, female, white, stage:Stage IIA, alive, 320 days
1592.8
TCGA-E2-A1IL-01A
78 years, female, white, stage:Stage IIA, alive, 118 days
1591.2
TCGA-D8-A1J9-01A
48 years, female, white, stage:Stage IA, alive, 532 days
1581.9
TCGA-C8-A1HL-01A
38 years, female, asian, stage:Stage IIIA, alive, 317 days
1577.9
TCGA-BH-A0DQ-01A
42 years, female, white, stage:Stage IIB, alive, 98 days
1574.3
TCGA-A2-A25C-01A
50 years, female, white, stage:Stage IIB, alive, 523 days
1570.5
TCGA-E2-A15I-01A
44 years, female, white, stage:Stage IIA, alive, 1692 days
1569.4
TCGA-C8-A26V-01A
47 years, female, asian, stage:Stage IIIA, alive, 616 days
1565.8
TCGA-C8-A12P-01A
55 years, female, asian, stage:Stage IIB, alive, 358 days
1564.3
TCGA-B6-A0I8-01A
46 years, female, white, stage:Stage X, dead, 749 days
1557.1
TCGA-AC-A2FM-01A
87 years, female, white, stage:Stage IIB, dead, 792 days
1552.5
TCGA-C8-A12U-01A
46 years, female, asian, stage:Stage IIB, alive, 385 days
1549.4
TCGA-A8-A09R-01A
82 years, female, stage:Stage IIB, alive, 273 days
1546.7
TCGA-AR-A0TT-01A
53 years, female, black or african american, stage:Stage IIIA, alive, 3316 days
1538.9
TCGA-BH-A0GZ-01A
62 years, female, white, stage:Stage IIA, alive, 328 days
1538.5
TCGA-A8-A08G-01A
41 years, female, stage:Stage IIA, alive, 607 days
1534.7
TCGA-A8-A07U-01A
66 years, female, stage:Stage IIIA, alive, 760 days
1532.6
TCGA-A8-A082-01A
58 years, female, stage:Stage IIB, alive, 549 days
1531.3
TCGA-E2-A10A-01A
41 years, female, white, stage:Stage IIB, alive, 1229 days
1526.4
TCGA-E9-A22H-01A
42 years, female, white, stage:Stage IIB, alive, 1232 days
1525.9
TCGA-E9-A1RD-01A
67 years, female, white, stage:Stage IIA, alive, 34 days
1524.4
TCGA-A2-A4S1-01A
66 years, female, white, stage:Stage IIA, alive, 820 days
1524.1
TCGA-D8-A1XY-01A
74 years, female, white, stage:Stage IIA, alive, 503 days
1523.2
TCGA-E2-A10E-01A
64 years, female, white, stage:Stage IIA, alive, 865 days
1515.3
TCGA-B6-A1KI-01A
63 years, female, white, stage:Stage I, alive, 2236 days
1501.8
TCGA-A8-A09V-01A
51 years, female, stage:Stage IIA, alive, 457 days
1498.1
TCGA-AR-A24R-01A
45 years, female, white, stage:Stage IIIA, alive, 3430 days
1494.6
TCGA-E2-A15S-01A
34 years, female, white, stage:Stage IIB, alive, 428 days
1494.2
TCGA-B6-A0X1-01A
48 years, female, white, stage:'--, dead, 7455 days
1493.2
TCGA-E9-A1RE-01A
74 years, female, white, stage:Stage IIIA, alive, 1419 days
1491.9
TCGA-AR-A0TQ-01A
27 years, female, white, stage:Stage IIIA, alive, 2991 days
1489.1
TCGA-B6-A0WT-01A
61 years, female, white, stage:Stage IIB, alive, 5739 days
1486.3
TCGA-D8-A1XZ-01A
81 years, female, white, stage:Stage IIIA, alive, 466 days
1484.5
TCGA-D8-A1X7-01A
40 years, female, white, stage:Stage IIA, alive, 509 days
1480.7
TCGA-AR-A252-01A
50 years, female, white, stage:Stage I, alive, 2838 days
1475.8
TCGA-C8-A27A-01A
48 years, female, asian, stage:Stage IIB, alive, 747 days
1459.6
TCGA-A7-A0CH-01A
79 years, female, white, stage:Stage IIA, alive, 1079 days
1450.2
TCGA-AO-A1KP-01A
77 years, female, white, stage:Stage IIA, alive, 2953 days
1449.6
TCGA-BH-A0DH-01A
63 years, female, white, stage:Stage IIB, alive, 1156 days
1445.0
TCGA-E9-A1R5-01A
63 years, female, white, stage:Stage IA, alive, 92 days
1440.3
TCGA-E2-A15C-01A
61 years, female, white, stage:Stage I, alive, 694 days
1436.6
TCGA-A2-A4S0-01A
77 years, female, white, stage:Stage IIA, alive, 706 days
1433.0
TCGA-E9-A243-01A
52 years, female, white, stage:Stage IIA, alive, 612 days
1430.0
TCGA-EW-A6S9-01A
34 years, female, black or african american, stage:Stage IIA, alive, 463 days
1428.6
TCGA-E9-A248-01A
51 years, female, white, stage:Stage IIA, alive, 59 days
1426.2
TCGA-E2-A159-01A
50 years, female, white, stage:Stage IIA, alive, 762 days
1418.6
TCGA-S3-A6ZF-01A
64 years, female, black or african american, stage:Stage IIA, alive, 572 days
1416.2
TCGA-A7-A0D9-01A
37 years, female, white, stage:Stage IIA, alive, 1139 days
1412.0
TCGA-A8-A07W-01A
76 years, female, stage:Stage IV, alive, 304 days
1391.7
TCGA-EW-A6SA-01A
59 years, male, black or african american, stage:Stage II, alive, 510 days
1383.2
TCGA-A2-A0ER-01A
63 years, female, white, stage:Stage IB, alive, 2263 days
1370.3
TCGA-BH-A1EY-01A
79 years, female, white, stage:Stage IIA, dead, 538 days
1368.4
TCGA-C8-A278-01A
61 years, female, asian, stage:Stage IIIA, alive, 297 days
1367.0
TCGA-D8-A1JF-01A
79 years, female, white, stage:Stage IIIA, alive, 366 days
1364.4
TCGA-A8-A06Z-01A
84 years, female, stage:Stage IIB, alive, 31 days
1359.5
TCGA-A8-A06T-01A
75 years, female, stage:Stage IIIA, alive, 1614 days
1357.6
TCGA-AO-A1KS-01A
69 years, female, white, stage:Stage IIA, alive, 350 days
1356.1
TCGA-D8-A1XV-01A
84 years, female, white, stage:Stage IIA, alive, 461 days
1352.9
TCGA-A7-A6VY-01A
48 years, female, black or african american, stage:Stage IIB, alive, 266 days
1348.6
TCGA-BH-A0BR-01A
59 years, female, white, stage:Stage I, alive, 2330 days
1330.8
TCGA-E9-A3Q9-01A
78 years, female, white, stage:Stage IIIC, alive, 1001 days
1329.7
TCGA-A2-A0YG-01A
63 years, female, white, stage:Stage IIIC, alive, 666 days
1327.1
TCGA-C8-A1HE-01A
59 years, female, asian, stage:Stage IIA, alive, 375 days
1323.8
TCGA-A8-A07I-01A
69 years, female, stage:Stage IIIA, alive, 426 days
1318.2
TCGA-AN-A0FZ-01A
45 years, female, white, stage:Stage IIIA, alive, 10 days
1316.9
TCGA-AR-A0U3-01A
59 years, female, white, stage:Stage IIB, alive, 4080 days
1315.5
TCGA-BH-A1ET-01A
55 years, female, white, stage:Stage I, dead, 2520 days
1315.1
TCGA-B6-A1KN-01A
57 years, female, white, stage:Stage IIIB, alive, 4233 days
1313.7
TCGA-AR-A24U-01A
47 years, female, white, stage:Stage IIA, alive, 3128 days
1303.4
TCGA-A2-A1FW-01A
62 years, female, white, stage:Stage IIIA, alive, 528 days
1300.0
TCGA-D8-A1XC-01A
85 years, female, white, stage:Stage IIIB, dead, 377 days
1297.6
TCGA-AR-A0TW-01A
50 years, female, white, stage:Stage IIIA, alive, 3009 days
1281.6
TCGA-EW-A1J6-01A
70 years, female, white, stage:Stage I, alive, 875 days
1274.5
TCGA-E2-A1BC-01A
63 years, female, stage:Stage IA, alive, 501 days
1270.0
TCGA-D8-A1XT-01A
61 years, female, white, stage:Stage IIA, alive, 506 days
1267.9
TCGA-AR-A24L-01A
26 years, female, white, stage:Stage IIB, dead, 2866 days
1253.2
TCGA-AR-A251-01A
51 years, female, white, stage:Stage IIIA, alive, 3030 days
1252.3
TCGA-EW-A1J3-01A
61 years, female, white, stage:Stage IA, alive, 504 days
1248.6
TCGA-D8-A1X5-01A
81 years, female, white, stage:Stage IIIC, alive, 565 days
1245.2
TCGA-E2-A15P-01A
61 years, female, white, stage:Stage IA, alive, 595 days
1244.8
TCGA-A2-A0SW-01A
82 years, female, white, stage:Stage IV, dead, 1365 days
1239.6
TCGA-A2-A0YT-01A
56 years, female, white, stage:Stage IIIB, dead, 723 days
1232.5
TCGA-D8-A13Y-01A
52 years, female, white, stage:Stage IA, alive, 1728 days
1220.4
TCGA-A8-A08F-01A
59 years, female, stage:Stage IIIC, alive, 1004 days
1217.5
TCGA-A8-A09K-01A
68 years, female, stage:Stage IIA, alive, 912 days
1215.4
TCGA-BH-A1EX-01A
67 years, female, white, stage:Stage IIB, dead, 1508 days
1205.7
TCGA-BH-A1FG-01A
88 years, female, white, stage:Stage I, dead, 577 days
1205.1
TCGA-A8-A091-01A
61 years, female, stage:Stage IIA, alive, 1004 days
1204.1
TCGA-GI-A2C8-01A
63 years, female, white, stage:Stage IIIB, alive, 225 days
1202.7
TCGA-BH-A0BW-01A
71 years, female, black or african american, stage:Stage I, alive, 2371 days
1179.3
TCGA-E2-A106-01A
34 years, female, asian, stage:Stage IB, alive, 2541 days
1173.9
TCGA-AO-A03V-01A
41 years, female, white, stage:Stage I, alive, 1351 days
1169.6
TCGA-S3-AA0Z-01A
63 years, female, black or african american, stage:Stage IIB, alive, 629 days
1165.8
TCGA-D8-A1JA-01A
60 years, female, white, stage:'--, alive, 502 days
1149.1
TCGA-AN-A0FV-01A
58 years, female, white, stage:Stage IIA, alive, 10 days
1141.6
TCGA-BH-A0E7-01A
79 years, female, white, stage:Stage IIB, alive, 1363 days
1141.5
TCGA-E9-A24A-01A
69 years, female, white, stage:Stage IIA, alive, 747 days
1138.1
TCGA-E9-A1R4-01A
66 years, female, white, stage:Stage IA, alive, 186 days
1135.6
TCGA-A7-A4SB-01A
56 years, female, white, stage:Stage IIIA, alive, 418 days
1133.6
TCGA-EW-A1IY-01A
38 years, female, asian, stage:Stage I, alive, 258 days
1125.6
TCGA-AO-A0JE-01A
53 years, female, black or african american, stage:Stage IIIA, alive, 2335 days
1117.8
TCGA-D8-A1J8-01A
77 years, female, white, stage:Stage IIB, alive, 431 days
1112.9
TCGA-EW-A1PA-01A
59 years, female, white, stage:Stage IIB, alive, 575 days
1108.0
TCGA-A2-A0YF-01A
67 years, female, black or african american, stage:Stage I, alive, 1535 days
1102.6
TCGA-D8-A1JE-01A
62 years, female, white, stage:Stage IIA, alive, 575 days
1088.4
TCGA-AR-A0U2-01A
47 years, female, white, stage:Stage IIIA, dead, 2551 days
1075.8
TCGA-BH-A1F8-01A
90 years, female, white, stage:Stage IIIB, dead, 1 days
1067.0
TCGA-E9-A1RH-01A
63 years, female, white, stage:Stage IIA, alive, 1417 days
1018.5
TCGA-C8-A12Q-01A
78 years, female, asian, stage:Stage IIIA, dead, 385 days
996.9
TCGA-AC-A23C-01A
62 years, female, white, stage:Stage IIB, alive, 585 days
930.3
TCGA-BH-A204-01A
80 years, female, white, stage:Stage IIB, dead, 2534 days
900.0
TCGA-BH-A1F2-01A
53 years, female, white, stage:Stage IIIB, dead, 959 days
895.9
TCGA-E9-A226-01A
45 years, female, white, stage:Stage IIIA, dead, 1048 days
781.8
TCGA-A7-A0DC-01A
63 years, female, white, stage:Stage IA, alive, 906 days
738.6
TCGA-E9-A1R7-01A
64 years, female, white, stage:Stage IIA, alive, 1467 days
654.4
TCGA-BH-A1F5-01A
62 years, female, white, stage:Stage IIA, dead, 2712 days
635.7
TCGA-D8-A1JT-01A
70 years, female, white, stage:Stage IIA, alive, 405 days
581.2
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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.
RPS19 is not prognostic in Breast Invasive Carcinoma (validation)
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.
: 8.35
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
0.075
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.
82%
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.
100%
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
6601.6
Number of samples
50
Samples
Sample
Description
TPM
DO228431
32 years, female, NA, stage:2, alive, 2915 days
14990.7
DO228247
33 years, female, NA, stage:3, dead, 2584 days
12300.9
DO228483
34 years, female, NA, stage:0, alive, 1994 days
12090.6
DO228427
31 years, female, NA, stage:2, alive, 3995 days
10666.6
DO228460
25 years, female, NA, stage:2, alive, 3385 days
10581.4
DO228404
29 years, female, NA, stage:1, alive, 3737 days
10500.5
DO228409
31 years, female, NA, stage:1, alive, 4423 days
9532.6
DO228272
32 years, female, NA, stage:2, alive, 4126 days
9463.2
DO228246
26 years, female, NA, stage:3, dead, 327 days
9007.0
DO228276
32 years, female, NA, stage:2, alive, 4613 days
8313.5
DO228516
35 years, female, NA, stage:2, alive, 447 days
8294.1
DO228441
29 years, female, NA, stage:1, dead, 147 days
8090.1
DO228430
31 years, female, NA, stage:1, alive, 4647 days
7931.7
DO228439
33 years, female, NA, stage:1, alive, 1845 days
7704.9
DO228433
34 years, female, NA, stage:3, alive, 1929 days
7418.3
DO228350
34 years, female, NA, stage:1, alive, 3069 days
7212.9
DO228509
33 years, female, NA, stage:1, alive, 377 days
7098.8
DO228300
35 years, female, NA, stage:2, alive, 952 days
7069.2
DO228471
28 years, female, NA, stage:2, alive, 1827 days
6785.2
DO228477
33 years, female, NA, stage:3, alive, 2188 days
6742.1
DO228488
30 years, female, NA, stage:2, alive, 991 days
6716.8
DO228455
34 years, female, NA, stage:1, alive, 3115 days
6667.3
DO228266
33 years, female, NA, stage:2, dead, 3785 days
6591.7
DO228506
32 years, female, NA, stage:1, alive, 489 days
6546.6
DO228268
35 years, female, NA, stage:2, alive, 5084 days
6437.5
DO228340
34 years, female, NA, stage:3, dead, 1051 days
6358.2
DO228502
27 years, female, NA, stage:1, alive, 164 days
6341.8
DO228310
33 years, female, NA, stage:2, dead, 153 days
6339.5
DO229483
34 years, female, NA, stage:0, alive, 299 days
6301.8
DO228423
34 years, female, NA, stage:2, alive, 4136 days
5970.5
DO228295
31 years, female, NA, stage:2, dead, 2616 days
5957.8
DO228452
32 years, female, NA, stage:2, dead, 1354 days
5950.5
DO228449
27 years, female, NA, stage:2, alive, 4896 days
5866.2
DO228426
35 years, female, NA, stage:2, alive, 4129 days
5847.5
DO228260
32 years, female, NA, stage:2, alive, 3026 days
5708.9
DO228256
29 years, female, NA, stage:2, alive, 2312 days
5433.0
DO228332
33 years, female, NA, stage:2, alive, 4776 days
5259.6
DO228262
33 years, female, NA, stage:2, alive, 3889 days
5131.4
DO228383
30 years, female, NA, stage:2, alive, 3975 days
5083.7
DO228479
27 years, female, NA, stage:2, alive, 1985 days
5004.0
DO228319
35 years, female, NA, stage:1, alive, 4716 days
4935.9
DO228307
35 years, female, NA, stage:2, alive, 4928 days
4897.9
DO228356
33 years, female, NA, stage:2, dead, 3732 days
4757.4
DO228293
28 years, female, NA, stage:2, alive, 4339 days
4659.5
DO228283
33 years, female, NA, stage:3, alive, 5180 days
4362.6
DO228453
34 years, female, NA, stage:0, alive, 4157 days
1535.2
DO228521
32 years, female, NA, stage:1, alive, 287 days
1268.3
DO228290
31 years, female, NA, stage:2, alive, 4268 days
1060.2
DO228321
35 years, female, NA, stage:2, dead, 4286 days
1057.4
DO228499
29 years, female, NA, stage:1, alive, 284 days
237.6
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BREAST CANCER - Protein expressioni
A mouse-over function shows sample information and annotation data. Click on an image to view it in a full screen mode. Samples can be filtered based on level of antibody staining by selecting one or several of the following categories: high, medium, low and not detected. The assay and annotation is described here.
Note that samples used for immunohistochemistry by the Human Protein Atlas do not correspond to samples in the TCGA dataset.