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RPS19
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CANCER BREAST CANCER Show tissue menu
BREAST CANCER CARCINOID CERVICAL CANCER COLORECTAL CANCER ENDOMETRIAL CANCER GLIOMA HEAD AND NECK CANCER LIVER CANCER LUNG CANCER LYMPHOMA
MELANOMA OVARIAN CANCER PANCREATIC CANCER PROSTATE CANCER RENAL CANCER SKIN CANCER STOMACH CANCER TESTIS CANCER THYROID CANCER UROTHELIAL CANCER
BRCA TCGA BRCA VALIDATION
Dictionary
Breast cancer
Human cancer
Breast invasive carcinoma
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.

: 2301.92
Median expressioni

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.

: N/A
Median follow up timei

Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.

: N/A
P scorei

Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.

N/A
5-year survival highi

5-year survival for patients with higher expression than the expression cutoff.

For melanoma and glioma, 3-year survival is shown.

N/A
5-year survival lowi

5-year survival for patients with lower expression than the expression cutoff.

For melanoma and glioma, 3-year survival is shown.

N/A
TCGA RNA samplesi

RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .

Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.

Average pTPM 3545.3
Number of samples 1022
Samples
Sample Description pTPM
TCGA-AC-A6IW-01A 73 years, female, black or african american, stage:Stage IIA, alive, 413 days 14760.6
TCGA-AQ-A54N-01A 51 years, female, black or african american, stage:Stage IIA, alive, 78 days 14211.4
TCGA-AO-A1KR-01A 51 years, female, white, stage:Stage IIA, alive, 2513 days 13000.5
TCGA-E9-A1N8-01A 48 years, female, white, stage:Stage IIA, alive, 1039 days 12839.0
TCGA-OL-A5S0-01A 66 years, female, black or african american, stage:Stage IIB, alive, 620 days 12834.9
TCGA-A2-A0SX-01A 48 years, female, white, stage:Stage IA, alive, 1534 days 11730.9
TCGA-B6-A0I2-01A 45 years, female, white, stage:Stage IA, alive, 4361 days 11662.3
TCGA-A7-A6VW-01A 48 years, female, black or african american, stage:Stage IIA, alive, 285 days 11345.6
TCGA-E9-A3X8-01A 48 years, female, white, stage:Stage IIB, alive, 926 days 11322.5
TCGA-AN-A0AR-01A 55 years, female, white, stage:Stage IIA, alive, 10 days 10409.0
TCGA-C8-A275-01A 56 years, female, asian, stage:Stage IIA, alive, 1 days 10278.6
TCGA-A2-A3XW-01A 42 years, female, black or african american, stage:Stage IIB, alive, 1712 days 10265.4
TCGA-A2-A04U-01A 47 years, female, white, stage:Stage IIA, alive, 2654 days 10233.0
TCGA-E2-A158-01A 43 years, female, white, stage:Stage IIA, alive, 450 days 10230.6
TCGA-E9-A1NC-01A 61 years, female, white, stage:Stage IIB, alive, 1203 days 10207.5
TCGA-A2-A0D0-01A 60 years, female, black or african american, stage:Stage IIA, alive, 2048 days 10083.3
TCGA-B6-A400-01A 43 years, female, black or african american, stage:Stage IIIA, alive, 215 days 10003.7
TCGA-OL-A5RW-01A 40 years, female, black or african american, stage:Stage IIA, alive, 1106 days 9832.3
TCGA-PL-A8LY-01A 30 years, female, black or african american, stage:Stage IIB, alive, 8 days 9485.6
TCGA-LL-A5YN-01A 46 years, female, black or african american, stage:Stage IIA, alive, 447 days 9411.1
TCGA-BH-A1ES-01A 35 years, female, white, stage:Stage IIB, dead, 3462 days 9395.8
TCGA-LL-A6FQ-01A 77 years, female, black or african american, stage:Stage IIIA, alive, 80 days 9227.4
TCGA-D8-A147-01A 45 years, female, white, stage:'--, alive, 584 days 9099.2
TCGA-OL-A66O-01A 39 years, female, black or african american, stage:Stage IIB, alive, 528 days 9024.6
TCGA-D8-A1JM-01A 59 years, female, white, stage:Stage IIB, alive, 590 days 8964.0
TCGA-AN-A04C-01A 51 years, female, white, stage:Stage IIB, alive, 54 days 8888.4
TCGA-E2-A576-01A 69 years, female, black or african american, stage:Stage IA, alive, 1043 days 8795.1
TCGA-A2-A3XU-01A 35 years, female, black or african american, stage:Stage IIB, dead, 912 days 8754.9
TCGA-OL-A5RZ-01A 57 years, female, black or african american, stage:Stage IA, alive, 679 days 8754.0
TCGA-AN-A0FX-01A 52 years, female, white, stage:Stage IIA, alive, 10 days 8552.4
TCGA-E2-A1II-01A 51 years, female, white, stage:Stage I, alive, 1025 days 8543.1
TCGA-A2-A3Y0-01A 57 years, female, black or african american, stage:Stage IIB, alive, 1546 days 8478.8
TCGA-AO-A12F-01A 36 years, female, white, stage:Stage IIA, alive, 1842 days 8406.4
TCGA-E9-A6HE-01A 45 years, female, white, stage:Stage IIIC, alive, 847 days 8325.3
TCGA-E9-A1RA-01A 48 years, female, white, stage:Stage IA, alive, 1369 days 8275.7
TCGA-BH-A0E0-01A 38 years, female, white, stage:Stage IIIC, alive, 134 days 8167.1
TCGA-AR-A2LR-01A 49 years, female, white, stage:Stage I, alive, 1742 days 8148.4
TCGA-BH-A42U-01A 80 years, female, black or african american, stage:Stage IIA, alive, 3364 days 7957.4
TCGA-A1-A0SK-01A 54 years, female, asian, stage:Stage IIA, dead, 967 days 7899.2
TCGA-A1-A0SB-01A 70 years, female, white, stage:Stage I, alive, 259 days 7649.0
TCGA-WT-AB41-01A 55 years, female, black or african american, stage:Stage IIB, alive, 1611 days 7612.7
TCGA-LL-A5YP-01A 49 years, female, black or african american, stage:Stage IIB, alive, 450 days 7597.6
TCGA-S3-AA10-01A 65 years, female, black or african american, stage:Stage IIA, alive, 586 days 7596.7
TCGA-AC-A2BK-01A 78 years, female, black or african american, stage:Stage IIIA, alive, 2222 days 7582.6
TCGA-OL-A66L-01A 71 years, female, black or african american, stage:Stage IA, alive, 1301 days 7527.8
TCGA-B6-A0RS-01A 38 years, female, white, stage:Stage IIA, dead, 3063 days 7478.8
TCGA-B6-A0IQ-01A 40 years, female, white, stage:Stage IIIA, alive, 4285 days 7451.1
TCGA-E2-A574-01A 44 years, female, black or african american, stage:Stage IIA, alive, 1179 days 7403.9
TCGA-A2-A0CY-01A 63 years, female, white, stage:Stage IIB, alive, 1673 days 7335.7
TCGA-LL-A6FR-01A 50 years, female, black or african american, stage:Stage IIA, alive, 489 days 7318.9
TCGA-OL-A66I-01A 36 years, female, black or african american, stage:Stage IIA, alive, 714 days 7316.1
TCGA-AC-A3TM-01A 50 years, female, white, stage:Stage IIIA, alive, 762 days 7170.3
TCGA-BH-A42T-01A 75 years, female, black or african american, stage:Stage IIA, dead, 320 days 7160.0
TCGA-UL-AAZ6-01A 73 years, female, black or african american, stage:Stage IIA, alive, 518 days 7063.3
TCGA-A2-A3XV-01A 46 years, female, black or african american, stage:Stage IIA, alive, 996 days 7048.6
TCGA-E9-A5FK-01A 60 years, female, white, stage:Stage IIIC, alive, 812 days 7047.4
TCGA-Z7-A8R5-01A 61 years, female, white, stage:Stage IIIA, alive, 3287 days 7041.3
TCGA-BH-A18G-01A 81 years, female, white, stage:Stage IA, alive, 149 days 6972.0
TCGA-LD-A66U-01A 44 years, female, white, stage:Stage IIB, alive, 646 days 6912.3
TCGA-A2-A0ST-01A 62 years, female, white, stage:Stage IIA, alive, 3017 days 6833.3
TCGA-AC-A7VC-01A 56 years, female, white, stage:Stage IIB, alive, 1 days 6823.8
TCGA-AR-A256-01A 45 years, female, white, stage:Stage IIA, dead, 2854 days 6751.2
TCGA-AR-A1AH-01A 51 years, female, white, stage:Stage IIB, alive, 3807 days 6737.7
TCGA-LD-A9QF-01A 73 years, female, black or african american, stage:Stage IA, alive, 323 days 6737.2
TCGA-AO-A0J7-01A 71 years, female, white, stage:Stage IIB, alive, 618 days 6698.8
TCGA-LL-A73Y-01A 67 years, female, black or african american, stage:Stage IA, alive, 477 days 6675.4
TCGA-AO-A0JB-01A 50 years, female, white, stage:Stage IIIA, alive, 1542 days 6674.6
TCGA-AN-A0FJ-01A 59 years, female, white, stage:Stage IV, alive, 242 days 6659.4
TCGA-OL-A97C-01A 67 years, female, black or african american, stage:Stage IIB, alive, 271 days 6656.3
TCGA-A2-A0CR-01A 54 years, female, asian, stage:Stage IIB, alive, 3283 days 6500.7
TCGA-A2-A0D2-01A 45 years, female, white, stage:Stage IIA, alive, 1027 days 6491.0
TCGA-GM-A3XG-01A 46 years, female, white, stage:Stage IIIA, alive, 1330 days 6483.3
TCGA-LL-A5YL-01A 64 years, female, white, stage:Stage IIB, alive, 519 days 6482.3
TCGA-E2-A572-01A 72 years, female, black or african american, stage:Stage IIIA, alive, 1208 days 6431.2
TCGA-BH-A0B9-01A 44 years, female, white, stage:Stage IA, alive, 1572 days 6423.6
TCGA-GM-A3XL-01A 49 years, female, black or african american, stage:Stage IIA, alive, 2108 days 6407.7
TCGA-A2-A04P-01A 36 years, female, black or african american, stage:Stage IIIC, dead, 548 days 6381.8
TCGA-E9-A1NA-01A 58 years, female, white, stage:Stage IIA, alive, 1112 days 6379.9
TCGA-BH-A42V-01A 41 years, female, black or african american, stage:Stage IB, alive, 635 days 6378.4
TCGA-AC-A3QP-01A 79 years, female, white, stage:Stage IIB, alive, 675 days 6338.4
TCGA-AN-A0AK-01A 76 years, female, white, stage:Stage IIA, alive, 224 days 6297.2
TCGA-EW-A1P8-01A 58 years, female, white, stage:Stage IIIC, dead, 239 days 6287.4
TCGA-AR-A2LJ-01A 40 years, female, white, stage:Stage IIIA, alive, 2632 days 6209.6
TCGA-B6-A0X0-01A 54 years, female, white, stage:Stage I, dead, 3945 days 6123.4
TCGA-A7-A4SE-01A 54 years, female, black or african american, stage:Stage IIA, alive, 644 days 6109.5
TCGA-AC-A2QJ-01A 48 years, female, white, stage:Stage IIIB, dead, 446 days 6055.3
TCGA-OL-A5D7-01A 70 years, female, black or african american, stage:Stage IIA, alive, 1780 days 6037.7
TCGA-A2-A3XS-01A 62 years, female, black or african american, stage:Stage IIIA, dead, 1032 days 6027.7
TCGA-A7-A6VV-01A 51 years, female, black or african american, stage:Stage IIA, alive, 313 days 5960.2
TCGA-A2-A0T0-01A 59 years, female, white, stage:Stage IIB, alive, 533 days 5952.5
TCGA-AR-A0TP-01A 43 years, female, white, stage:Stage IIA, alive, 4275 days 5918.4
TCGA-E9-A3QA-01A 33 years, female, white, stage:Stage IIA, alive, 918 days 5903.9
TCGA-A8-A07R-01A 80 years, female, stage:Stage IIIC, alive, 273 days 5838.0
TCGA-JL-A3YX-01A 46 years, female, asian, stage:Stage IIA, alive, 352 days 5820.9
TCGA-A7-A5ZX-01A 48 years, female, white, stage:Stage IIIC, alive, 336 days 5792.0
TCGA-E9-A5FL-01A 65 years, female, white, stage:Stage IIB, alive, 24 days 5783.2
TCGA-BH-A0AW-01A 56 years, female, white, stage:Stage IIA, alive, 622 days 5746.4
TCGA-BH-A0BG-01A 73 years, female, white, stage:Stage I, alive, 1871 days 5743.4
TCGA-A1-A0SP-01A 40 years, female, stage:Stage IIA, alive, 584 days 5708.6
TCGA-B6-A0RU-01A 40 years, female, white, stage:Stage IA, alive, 8605 days 5708.2
TCGA-E9-A249-01A 45 years, female, white, stage:Stage IIA, alive, 217 days 5707.9
TCGA-MS-A51U-01A 44 years, female, white, stage:Stage IIB, alive, 681 days 5689.6
TCGA-D8-A1XL-01A 34 years, female, white, stage:Stage IIB, alive, 606 days 5635.0
TCGA-A2-A0CK-01A 60 years, female, white, stage:Stage IIIA, alive, 4159 days 5630.6
TCGA-LL-A5YO-01A 50 years, female, black or african american, stage:Stage IA, alive, 440 days 5604.0
TCGA-BH-A0E6-01A 69 years, female, white, stage:Stage IA, alive, 293 days 5603.5
TCGA-BH-A18Q-01A 56 years, female, white, stage:Stage IIB, dead, 1692 days 5591.3
TCGA-EW-A1P4-01A 43 years, female, white, stage:Stage IIA, alive, 907 days 5563.6
TCGA-AR-A24K-01A 46 years, female, white, stage:Stage IIA, alive, 1548 days 5560.7
TCGA-D8-A1Y3-01A 61 years, female, white, stage:Stage IIIA, alive, 430 days 5539.4
TCGA-A7-A13D-01A 46 years, female, black or african american, stage:Stage IIA, alive, 965 days 5515.3
TCGA-BH-A0E2-01A 49 years, female, black or african american, stage:Stage IIIA, alive, 435 days 5444.1
TCGA-GI-A2C9-01A 58 years, female, black or african american, stage:Stage IIB, alive, 3342 days 5430.7
TCGA-BH-A28O-01A 50 years, female, white, stage:Stage IIIC, alive, 1120 days 5414.3
TCGA-A2-A3XZ-01A 46 years, female, black or african american, stage:Stage I, alive, 1532 days 5399.2
TCGA-D8-A1XK-01A 55 years, female, white, stage:Stage IIB, alive, 441 days 5374.7
TCGA-BH-A1FC-01A 78 years, female, black or african american, stage:Stage IIA, dead, 3472 days 5370.5
TCGA-B6-A0I5-01A 49 years, female, white, stage:Stage IIB, alive, 8556 days 5320.4
TCGA-E2-A1B6-01A 44 years, female, white, stage:Stage IIA, alive, 867 days 5305.1
TCGA-AN-A0XN-01A 68 years, female, white, stage:Stage IIIA, alive, 10 days 5302.0
TCGA-A2-A0YL-01A 48 years, female, white, stage:Stage IIIA, alive, 1474 days 5290.4
TCGA-A2-A4RY-01A 46 years, female, white, stage:Stage IIIC, alive, 648 days 5287.1
TCGA-A7-A56D-01A 84 years, female, black or african american, stage:Stage IIA, alive, 448 days 5280.5
TCGA-EW-A1OV-01A 56 years, female, white, stage:Stage IIB, alive, 789 days 5269.4
TCGA-E2-A2P5-01A 78 years, female, black or african american, stage:Stage IIIC, dead, 821 days 5267.5
TCGA-OL-A6VR-01A 48 years, female, black or african american, stage:Stage IA, alive, 1220 days 5264.3
TCGA-LL-A5YM-01A 88 years, female, black or african american, stage:Stage IIIB, alive, 394 days 5237.3
TCGA-EW-A1PD-01A 61 years, male, white, stage:Stage IIA, alive, 424 days 5236.3
TCGA-A2-A04V-01A 39 years, female, white, stage:Stage IIA, dead, 1920 days 5231.4
TCGA-A2-A0T3-01A 37 years, female, white, stage:Stage IB, alive, 1516 days 5206.4
TCGA-AC-A5EH-01A 76 years, female, black or african american, stage:Stage IIB, alive, 511 days 5196.2
TCGA-A1-A0SF-01A 54 years, female, white, stage:Stage IIA, alive, 1463 days 5181.9
TCGA-A7-A0DA-01A 62 years, female, white, stage:Stage IIA, alive, 1085 days 5171.9
TCGA-GM-A2DL-01A 50 years, female, white, stage:Stage I, alive, 3519 days 5169.4
TCGA-A2-A0CW-01A 67 years, female, white, stage:Stage IIB, alive, 3283 days 5167.9
TCGA-OL-A66H-01A 74 years, female, black or african american, stage:Stage IB, alive, 812 days 5163.5
TCGA-D8-A1JP-01A 73 years, female, white, stage:Stage IA, alive, 639 days 5152.1
TCGA-BH-A0DD-01A 58 years, male, white, stage:Stage IIB, alive, 2486 days 5105.5
TCGA-AC-A3YJ-01A 66 years, female, white, stage:Stage IIA, alive, 754 days 5104.1
TCGA-OL-A5RX-01A 51 years, female, black or african american, stage:Stage IA, alive, 878 days 5101.8
TCGA-A2-A0CM-01A 40 years, female, black or african american, stage:Stage IIA, dead, 754 days 5095.0
TCGA-AC-A8OR-01A 75 years, female, white, stage:Stage IA, alive, 40 days 5083.1
TCGA-GM-A3XN-01A 44 years, female, white, stage:Stage IIIA, alive, 2019 days 5074.0
TCGA-OL-A66N-01A 59 years, female, white, stage:Stage IIIC, alive, 792 days 5072.3
TCGA-A2-A0EQ-01A 64 years, female, black or african american, stage:Stage IIA, alive, 2426 days 5071.9
TCGA-BH-A0B8-01A 64 years, female, white, stage:Stage I, alive, 1569 days 5046.3
TCGA-AR-A1AT-01A 62 years, female, white, stage:Stage IIA, dead, 1272 days 5040.5
TCGA-D8-A3Z5-01A 54 years, female, white, stage:Stage IIIC, alive, 1015 days 5031.8
TCGA-E2-A1L7-01A 40 years, female, white, stage:Stage IIIA, alive, 1836 days 5025.0
TCGA-E2-A1LK-01A 84 years, female, black or african american, stage:Stage IIIC, dead, 266 days 4997.1
TCGA-BH-A0RX-01A 59 years, female, white, stage:Stage IIA, alive, 170 days 4994.6
TCGA-S3-AA17-01A 64 years, female, black or african american, stage:Stage IIB, alive, 424 days 4988.8
TCGA-OL-A66P-01A 75 years, female, black or african american, stage:Stage IIA, alive, 428 days 4983.4
TCGA-LL-A9Q3-01A 69 years, female, white, stage:Stage IIIC, alive, 532 days 4982.3
TCGA-AC-A6NO-01A 43 years, female, black or african american, stage:Stage IIB, alive, 51 days 4964.4
TCGA-A2-A0T5-01A 39 years, female, white, stage:Stage IIA, alive, 531 days 4960.7
TCGA-AN-A046-01A 68 years, female, white, stage:Stage IIA, alive, 10 days 4945.0
TCGA-A2-A0T2-01A 66 years, female, white, stage:Stage IV, dead, 255 days 4926.0
TCGA-E9-A22G-01A 47 years, female, white, stage:Stage IIA, alive, 1239 days 4922.1
TCGA-AR-A1AQ-01A 49 years, female, white, stage:Stage IIA, alive, 3021 days 4911.9
TCGA-EW-A6SB-01A 62 years, female, black or african american, stage:Stage II, alive, 760 days 4910.7
TCGA-3C-AALJ-01A 62 years, female, black or african american, stage:Stage IIB, alive, 1474 days 4910.0
TCGA-BH-A2L8-01A 45 years, female, white, stage:Stage IIA, alive, 612 days 4895.2
TCGA-D8-A27T-01A 53 years, female, white, stage:Stage IIIC, alive, 398 days 4893.0
TCGA-LL-A8F5-01A 61 years, female, black or african american, stage:Stage IIA, alive, 596 days 4875.7
TCGA-BH-A0BT-01A 56 years, female, white, stage:Stage IIA, alive, 2365 days 4875.7
TCGA-AC-A5XU-01A 74 years, female, black or african american, stage:Stage IIB, alive, 455 days 4858.2
TCGA-W8-A86G-01A 66 years, female, white, stage:Stage IIA, alive, 347 days 4858.0
TCGA-LL-A441-01A 62 years, female, black or african american, stage:Stage IA, alive, 996 days 4854.7
TCGA-D8-A27W-01A 55 years, female, white, stage:Stage IIIB, alive, 373 days 4830.0
TCGA-AO-A126-01A 39 years, female, asian, stage:Stage IIA, alive, 3307 days 4814.0
TCGA-B6-A401-01A 47 years, female, black or african american, stage:Stage IIA, alive, 2596 days 4807.4
TCGA-BH-A5J0-01A 63 years, female, black or african american, stage:Stage IA, alive, 715 days 4783.2
TCGA-EW-A423-01A 75 years, female, white, stage:Stage IIA, alive, 533 days 4782.1
TCGA-BH-A1FD-01A 68 years, female, white, stage:Stage I, dead, 1009 days 4775.3
TCGA-A7-A3IY-01A 71 years, female, white, stage:Stage I, alive, 345 days 4763.8
TCGA-BH-A0HP-01A 65 years, female, white, stage:Stage IIIA, alive, 414 days 4753.2
TCGA-V7-A7HQ-01A 75 years, female, black or african american, stage:Stage IIIA, alive, 2033 days 4741.0
TCGA-5L-AAT1-01A 63 years, female, white, stage:Stage IV, alive, 1471 days 4734.2
TCGA-EW-A1P0-01A 55 years, female, white, stage:Stage IIB, alive, 1251 days 4733.8
TCGA-EW-A424-01A 51 years, female, white, stage:Stage IIIA, alive, 715 days 4732.7
TCGA-AR-A5QP-01A 54 years, female, white, stage:Stage IIB, alive, 1185 days 4720.6
TCGA-A7-A426-01A 50 years, female, white, stage:Stage IIIC, alive, 364 days 4720.0
TCGA-BH-A0BQ-01A 39 years, female, white, stage:Stage I, alive, 2255 days 4718.6
TCGA-B6-A0RT-01A 39 years, female, white, stage:Stage IIIA, alive, 2721 days 4714.3
TCGA-4H-AAAK-01A 50 years, female, white, stage:Stage IIIA, alive, 348 days 4712.8
TCGA-BH-A5IZ-01A 51 years, female, black or african american, stage:Stage IIB, alive, 567 days 4706.9
TCGA-A7-A4SD-01A 52 years, female, black or african american, stage:Stage IIA, alive, 441 days 4697.2
TCGA-A2-A0YM-01A 67 years, female, white, stage:Stage IIA, alive, 965 days 4679.8
TCGA-BH-A0HU-01A 52 years, female, white, stage:Stage IA, alive, 392 days 4675.8
TCGA-B6-A0RQ-01A 68 years, female, white, stage:Stage IIB, dead, 4267 days 4659.9
TCGA-B6-A0IJ-01A 42 years, female, black or african american, stage:Stage IIB, alive, 7106 days 4641.4
TCGA-AO-A0JC-01A 64 years, female, white, stage:Stage IIA, alive, 1547 days 4626.8
TCGA-AN-A0AS-01A 70 years, female, white, stage:Stage IIIA, alive, 10 days 4590.9
TCGA-OL-A5DA-01A 61 years, female, white, stage:Stage IIA, alive, 1783 days 4590.7
TCGA-D8-A27N-01A 36 years, female, white, stage:Stage IIIA, alive, 519 days 4588.7
TCGA-EW-A1OY-01A 63 years, female, white, stage:Stage IIA, alive, 908 days 4578.7
TCGA-A2-A25F-01A 66 years, female, white, stage:Stage IIA, alive, 322 days 4549.4
TCGA-C8-A135-01A 64 years, female, asian, stage:Stage IIB, alive, 393 days 4546.9
TCGA-E2-A1LE-01A 71 years, female, white, stage:Stage IIIC, dead, 879 days 4527.4
TCGA-AR-A2LO-01A 46 years, female, white, stage:Stage IIB, alive, 1198 days 4524.9
TCGA-HN-A2OB-01A 45 years, female, stage:Stage IIB, dead, 1900 days 4524.2
TCGA-A2-A0CV-01A 41 years, female, asian, stage:Stage IIB, alive, 3011 days 4513.6
TCGA-BH-A18J-01A 56 years, female, white, stage:Stage IV, dead, 612 days 4504.8
TCGA-A1-A0SQ-01A 45 years, female, white, stage:Stage IIB, alive, 554 days 4501.6
TCGA-AO-A0J4-01A 41 years, female, black or african american, stage:Stage IA, alive, 1587 days 4498.0
TCGA-BH-AB28-01A 53 years, female, white, stage:Stage IIIA, alive, 287 days 4479.1
TCGA-AO-A128-01A 61 years, female, white, stage:Stage IIA, alive, 3248 days 4468.1
TCGA-AN-A0FW-01A 67 years, female, white, stage:Stage IIIA, alive, 11 days 4459.0
TCGA-E9-A54Y-01A 63 years, female, white, stage:Stage IIIA, alive, 725 days 4455.2
TCGA-A2-A0CO-01A 85 years, female, white, stage:Stage IIB, dead, 1468 days 4453.4
TCGA-AO-A129-01A 29 years, female, white, stage:Stage IIB, alive, 3286 days 4451.0
TCGA-E2-A153-01A 51 years, female, white, stage:Stage IIB, alive, 707 days 4439.1
TCGA-AN-A0FL-01A 62 years, female, white, stage:Stage IIA, alive, 231 days 4438.8
TCGA-B6-A0IE-01A 38 years, female, black or african american, stage:Stage IIIA, dead, 1993 days 4425.3
TCGA-5L-AAT0-01A 42 years, female, white, stage:Stage IIA, alive, 1477 days 4419.9
TCGA-AR-A0U0-01A 73 years, female, white, stage:Stage IIB, alive, 1988 days 4418.6
TCGA-AQ-A54O-01A 51 years, male, black or african american, stage:Stage IIA, alive, 1001 days 4417.0
TCGA-E9-A244-01A 54 years, female, white, stage:Stage IIA, alive, 21 days 4412.0
TCGA-B6-A0RH-01A 51 years, female, black or african american, stage:Stage IIA, dead, 6456 days 4410.7
TCGA-BH-A6R9-01A 61 years, female, white, stage:Stage IIA, alive, 160 days 4389.0
TCGA-A2-A04T-01A 62 years, female, white, stage:Stage IIA, alive, 2246 days 4381.4
TCGA-BH-A1FU-01A 44 years, female, white, stage:Stage IA, dead, 1688 days 4378.9
TCGA-BH-A0HA-01A 31 years, female, white, stage:Stage I, alive, 1611 days 4372.6
TCGA-A2-A4S3-01A 59 years, female, black or african american, stage:Stage IIB, alive, 666 days 4372.2
TCGA-E2-A1BD-01A 53 years, female, white, stage:Stage IIA, alive, 1133 days 4367.4
TCGA-B6-A0WZ-01A 50 years, female, black or african american, stage:Stage II, alive, 6292 days 4362.0
TCGA-LD-A74U-01A 79 years, female, white, stage:Stage IIIC, alive, 402 days 4360.5
TCGA-AN-A0FD-01A 71 years, female, white, stage:Stage IIA, alive, 196 days 4352.7
TCGA-E9-A1N9-01A 58 years, female, white, stage:Stage IIA, alive, 1101 days 4346.6
TCGA-GM-A5PX-01A 65 years, female, white, stage:Stage IIB, alive, 551 days 4336.4
TCGA-B6-A409-01A 44 years, female, black or african american, stage:Stage IIIA, dead, 573 days 4331.1
TCGA-A2-A04Q-01A 48 years, female, white, stage:Stage IA, alive, 2385 days 4331.0
TCGA-AR-A1AR-01A 50 years, female, white, stage:Stage IIIA, dead, 524 days 4304.1
TCGA-AO-A0J6-01A 61 years, female, white, stage:Stage IIA, alive, 1140 days 4302.8
TCGA-E2-A14R-01A 62 years, female, white, stage:Stage IIA, alive, 1174 days 4302.8
TCGA-BH-A203-01A 78 years, female, white, stage:Stage IIB, dead, 1174 days 4300.4
TCGA-E9-A2JT-01A 63 years, female, white, stage:Stage IIA, alive, 288 days 4298.9
TCGA-AC-A62X-01A 72 years, female, black or african american, stage:Stage IIA, alive, 417 days 4298.4
TCGA-3C-AALK-01A 52 years, female, black or african american, stage:Stage IA, alive, 1448 days 4288.8
TCGA-JL-A3YW-01A 49 years, female, asian, stage:Stage IIB, alive, 360 days 4282.3
TCGA-A2-A3XT-01A 45 years, female, black or african american, stage:Stage IIB, alive, 2770 days 4280.8
TCGA-E2-A14Z-01A 64 years, female, white, stage:Stage I, dead, 563 days 4271.8
TCGA-AC-A23G-01A 76 years, female, white, stage:Stage IIA, alive, 2248 days 4262.0
TCGA-LL-A73Z-01A 55 years, female, black or african american, stage:Stage IV, dead, 227 days 4261.8
TCGA-BH-A28Q-01A 46 years, female, white, stage:Stage IIB, alive, 1119 days 4261.3
TCGA-BH-A1FN-01A 34 years, female, white, stage:Stage IIA, dead, 2192 days 4258.0
TCGA-B6-A0RV-01A 42 years, female, white, stage:Stage IIIA, alive, 5156 days 4257.6
TCGA-A8-A092-01A 48 years, female, stage:Stage IIIA, alive, 942 days 4255.4
TCGA-A2-A25A-01A 44 years, female, white, stage:Stage IIA, alive, 3276 days 4253.1
TCGA-C8-A131-01A 82 years, female, asian, stage:Stage IIIA, alive, 411 days 4247.6
TCGA-A2-A0CP-01A 60 years, female, white, stage:Stage IA, alive, 2813 days 4247.4
TCGA-B6-A3ZX-01A 50 years, female, black or african american, stage:Stage IV, dead, 1152 days 4246.9
TCGA-5T-A9QA-01A 52 years, female, black or african american, stage:Stage IIA, alive, 303 days 4244.7
TCGA-GM-A2DO-01A 54 years, female, black or african american, stage:Stage I, alive, 2596 days 4242.1
TCGA-XX-A899-01A 46 years, female, white, stage:Stage IIIA, alive, 467 days 4238.9
TCGA-B6-A402-01A 47 years, female, black or african american, stage:Stage I, alive, 2281 days 4230.3
TCGA-AR-A0U4-01A 54 years, female, white, stage:Stage IIA, alive, 3261 days 4204.5
TCGA-AC-A3BB-01A 46 years, female, black or african american, stage:Stage IIIA, alive, 987 days 4199.5
TCGA-AR-A2LH-01A 55 years, female, white, stage:Stage III, dead, 616 days 4180.4
TCGA-A7-A5ZW-01A 47 years, female, black or african american, stage:Stage IIA, alive, 326 days 4156.9
TCGA-E2-A14U-01A 74 years, female, white, stage:Stage I, alive, 1318 days 4128.5
TCGA-GM-A5PV-01A 63 years, female, white, stage:Stage IIB, alive, 412 days 4123.5
TCGA-D8-A1XO-01A 56 years, female, white, stage:Stage IIB, alive, 1682 days 4111.5
TCGA-AR-A2LE-01A 69 years, female, white, stage:Stage I, alive, 5062 days 4101.6
TCGA-EW-A1OZ-01A 56 years, female, black or african american, stage:Stage IIA, alive, 1229 days 4096.2
TCGA-B6-A0WY-01A 40 years, female, white, stage:Stage IIIA, dead, 3461 days 4086.0
TCGA-AN-A03Y-01A 66 years, female, white, stage:Stage IIA, alive, 10 days 4085.7
TCGA-E9-A1ND-01A 75 years, female, white, stage:Stage IIB, alive, 1266 days 4084.5
TCGA-OL-A6VO-01A 43 years, female, black or african american, stage:Stage IA, alive, 858 days 4072.0
TCGA-AR-A24X-01A 52 years, female, white, stage:Stage IIA, alive, 3004 days 4068.3
TCGA-GM-A2DI-01A 52 years, female, white, stage:Stage I, alive, 2590 days 4061.0
TCGA-BH-A0B6-01A 47 years, female, white, stage:Stage I, alive, 2483 days 4060.3
TCGA-AQ-A04J-01A 45 years, female, white, stage:Stage IIA, alive, 819 days 4054.3
TCGA-AR-A1AN-01A 46 years, female, white, stage:Stage IIA, alive, 2920 days 4046.4
TCGA-BH-A8FZ-01A 58 years, female, white, stage:Stage IA, alive, 574 days 4045.0
TCGA-BH-A0BF-01A 56 years, female, white, stage:Stage IIB, dead, 1324 days 4041.4
TCGA-LL-A7T0-01A 70 years, female, black or african american, stage:Stage IIB, alive, 376 days 4041.0
TCGA-AR-A24Q-01A 49 years, female, white, stage:Stage IIB, alive, 3172 days 4030.8
TCGA-BH-A0DK-01A 49 years, female, white, stage:Stage IIA, alive, 423 days 4021.8
TCGA-AO-A12A-01A 47 years, female, white, stage:Stage IIA, alive, 3112 days 4020.8
TCGA-B6-A0IG-01A 50 years, female, white, stage:Stage IIB, dead, 4456 days 4017.1
TCGA-A2-A04X-01A 34 years, female, white, stage:Stage IIA, alive, 1686 days 4015.6
TCGA-XX-A89A-01A 68 years, female, white, stage:Stage IIB, alive, 488 days 4013.7
TCGA-EW-A1PB-01A 70 years, female, black or african american, stage:Stage IIIA, alive, 608 days 4005.3
TCGA-AC-A3W7-01A 66 years, female, white, stage:Stage IIB, alive, 471 days 3988.7
TCGA-AR-A1AM-01A 52 years, female, white, stage:Stage IIIA, alive, 2991 days 3983.3
TCGA-E2-A1LG-01A 50 years, female, black or african american, stage:Stage IIA, alive, 1523 days 3969.5
TCGA-GM-A2D9-01A 69 years, female, white, stage:Stage I, dead, 1812 days 3958.2
TCGA-A8-A09X-01A 62 years, female, stage:Stage IIIC, dead, 426 days 3937.1
TCGA-AO-A0JL-01A 59 years, female, white, stage:Stage IIIA, alive, 1683 days 3935.3
TCGA-BH-A18U-01A 72 years, female, white, stage:Stage IIIA, dead, 1563 days 3922.6
TCGA-BH-A0B0-01A 56 years, female, black or african american, stage:Stage I, alive, 2477 days 3916.8
TCGA-EW-A1P7-01A 59 years, female, white, stage:Stage IIA, alive, 915 days 3877.7
TCGA-AN-A04A-01A 36 years, female, white, stage:Stage IIIA, alive, 90 days 3875.4
TCGA-A7-A5ZV-01A 62 years, female, black or african american, stage:Stage IIA, alive, 368 days 3872.5
TCGA-AC-A3YI-01A 74 years, female, white, stage:Stage IIIC, alive, 707 days 3866.0
TCGA-BH-A18V-01A 48 years, female, white, stage:Stage IIB, dead, 1556 days 3865.2
TCGA-B6-A40C-01A 51 years, female, white, stage:Stage IIB, alive, 2164 days 3857.7
TCGA-B6-A0RE-01A 61 years, female, black or african american, stage:Stage X, alive, 7777 days 3854.8
TCGA-OL-A5RV-01A 43 years, female, black or african american, stage:Stage IIIC, alive, 1062 days 3853.4
TCGA-OL-A5RY-01A 52 years, female, black or african american, stage:Stage IIA, alive, 752 days 3849.4
TCGA-E2-A15J-01A 51 years, female, white, stage:Stage I, alive, 1640 days 3848.7
TCGA-BH-A0DP-01A 60 years, female, white, stage:Stage IIB, alive, 476 days 3845.0
TCGA-E2-A14V-01A 53 years, female, white, stage:Stage IIB, alive, 1042 days 3841.7
TCGA-E9-A1R0-01A 58 years, female, white, stage:Stage IIA, alive, 860 days 3841.4
TCGA-AN-A0XW-01A 36 years, female, white, stage:Stage IIIA, alive, 170 days 3834.7
TCGA-E9-A295-01A 71 years, female, white, stage:Stage IIA, alive, 375 days 3825.5
TCGA-C8-A12Y-01A 44 years, female, asian, stage:Stage IIB, alive, 1476 days 3822.7
TCGA-A8-A09Q-01A 83 years, female, stage:Stage IIIB, alive, 761 days 3818.6
TCGA-A2-A4RW-01A 49 years, female, white, stage:Stage IIIC, alive, 222 days 3798.7
TCGA-E2-A154-01A 68 years, female, white, stage:Stage I, alive, 591 days 3792.5
TCGA-A2-A0EO-01A 54 years, female, white, stage:Stage IA, alive, 2442 days 3789.7
TCGA-EW-A1IZ-01A 53 years, female, white, stage:Stage IIIA, alive, 554 days 3783.7
TCGA-AR-A1AX-01A 64 years, female, white, stage:Stage I, alive, 2629 days 3781.8
TCGA-A7-A0CE-01A 57 years, female, white, stage:Stage IIA, alive, 1074 days 3778.8
TCGA-OL-A66K-01A 72 years, female, white, stage:Stage IIA, dead, 1275 days 3775.4
TCGA-A1-A0SE-01A 56 years, female, white, stage:Stage I, alive, 1321 days 3775.1
TCGA-AC-A62Y-01A 79 years, female, white, stage:Stage IIB, alive, 530 days 3766.3
TCGA-D8-A4Z1-01A 68 years, female, white, stage:Stage IA, alive, 659 days 3764.8
TCGA-LL-A50Y-01A 84 years, female, white, stage:Stage IIA, alive, 762 days 3754.5
TCGA-BH-A8G0-01A 54 years, female, white, stage:Stage IIB, alive, 662 days 3753.3
TCGA-B6-A0IM-01A 75 years, female, black or african american, stage:Stage IIB, dead, 3873 days 3752.9
TCGA-AC-A62V-01A 58 years, male, black or african american, stage:Stage IV, dead, 348 days 3750.1
TCGA-C8-A1HJ-01A 53 years, female, asian, stage:Stage IIA, alive, 5 days 3749.8
TCGA-A8-A09E-01A 73 years, female, stage:Stage IIIB, alive, 1492 days 3749.7
TCGA-B6-A40B-01A 76 years, female, white, stage:Stage I, alive, 3152 days 3748.4
TCGA-E2-A570-01A 47 years, female, black or african american, stage:Stage IB, alive, 931 days 3747.0
TCGA-A8-A07L-01A 58 years, female, stage:Stage IIIA, alive, 975 days 3745.5
TCGA-EW-A3U0-01A 61 years, female, black or african american, stage:Stage IIIA, alive, 532 days 3744.7
TCGA-AR-A2LQ-01A 59 years, female, white, stage:Stage IIB, alive, 1233 days 3738.5
TCGA-AC-A8OS-01A 71 years, female, white, stage:Stage IIA, alive, 70 days 3738.0
TCGA-AO-A1KO-01A 46 years, female, white, stage:Stage IIB, alive, 622 days 3734.3
TCGA-AO-A12C-01A 42 years, female, white, stage:Stage IIB, alive, 2372 days 3732.2
TCGA-EW-A1PH-01A 52 years, female, white, stage:Stage IIA, alive, 607 days 3728.5
TCGA-AR-A1AP-01A 80 years, female, white, stage:Stage I, alive, 2856 days 3728.4
TCGA-BH-A0BC-01A 60 years, female, white, stage:Stage IIIC, alive, 974 days 3725.9
TCGA-E2-A1IG-01A 45 years, female, white, stage:Stage IIB, alive, 2140 days 3725.6
TCGA-A2-A0EP-01A 56 years, female, white, stage:Stage I, alive, 3603 days 3722.2
TCGA-BH-A0B5-01A 40 years, female, white, stage:Stage IIIA, alive, 2136 days 3717.2
TCGA-D8-A1JU-01A 51 years, female, white, stage:Stage IA, alive, 447 days 3711.5
TCGA-A2-A0SY-01A 62 years, female, white, stage:Stage IIIA, alive, 1347 days 3710.3
TCGA-E2-A1IF-01A 74 years, female, white, stage:Stage I, alive, 1138 days 3706.2
TCGA-A7-A0CJ-01A 57 years, female, white, stage:Stage IIA, alive, 931 days 3692.4
TCGA-EW-A6SD-01A 32 years, female, black or african american, stage:Stage IIB, alive, 1010 days 3688.9
TCGA-GM-A2DD-01A 53 years, female, white, stage:Stage I, alive, 2282 days 3686.1
TCGA-A2-A1G4-01A 71 years, female, white, stage:Stage IIIA, alive, 595 days 3679.0
TCGA-AC-A2FF-01A 40 years, female, asian, stage:Stage IIB, alive, 2759 days 3673.2
TCGA-A2-A4RX-01A 67 years, female, black or african american, stage:Stage IIA, alive, 742 days 3663.3
TCGA-AC-A2FE-01A 62 years, female, white, stage:Stage IIIC, dead, 2636 days 3659.5
TCGA-EW-A1J1-01A 38 years, female, white, stage:Stage IIB, alive, 575 days 3658.8
TCGA-PE-A5DE-01A 41 years, female, white, stage:Stage IIA, alive, 2645 days 3657.2
TCGA-A8-A0A4-01A 73 years, female, stage:Stage IIA, alive, 396 days 3647.0
TCGA-E9-A1RB-01A 40 years, female, white, stage:Stage IIA, dead, 976 days 3643.2
TCGA-AR-A2LN-01A 65 years, female, white, stage:Stage IIA, alive, 1161 days 3643.1
TCGA-Z7-A8R6-01A 46 years, female, white, stage:Stage I, alive, 3256 days 3640.0
TCGA-EW-A1P1-01A 68 years, female, white, stage:Stage IIIC, alive, 1210 days 3637.7
TCGA-LD-A7W6-01A 54 years, female, white, stage:Stage IIB, alive, 404 days 3636.1
TCGA-C8-A130-01A 52 years, female, asian, stage:Stage IIIA, alive, 370 days 3629.9
TCGA-AR-A5QM-01A 62 years, female, white, stage:Stage IIA, alive, 2231 days 3628.0
TCGA-BH-A0B3-01A 53 years, female, white, stage:Stage IIB, alive, 1203 days 3625.6
TCGA-BH-A1EV-01A 45 years, female, white, stage:Stage IIIA, dead, 365 days 3625.0
TCGA-3C-AAAU-01A 55 years, female, white, stage:Stage X, alive, 4047 days 3622.3
TCGA-E2-A1IN-01A 60 years, female, white, stage:Stage I, alive, 675 days 3608.7
TCGA-AN-A04D-01A 58 years, female, white, stage:Stage IIB, alive, 52 days 3608.0
TCGA-BH-A0W7-01A 49 years, female, white, stage:Stage I, alive, 1363 days 3589.7
TCGA-AR-A1AO-01A 47 years, female, white, stage:Stage IIA, alive, 2618 days 3588.3
TCGA-C8-A1HF-01A 48 years, female, asian, stage:Stage IIA, alive, 332 days 3586.6
TCGA-C8-A8HR-01A 49 years, female, asian, stage:Stage IIIA, alive, 408 days 3585.7
TCGA-E2-A105-01A 79 years, female, white, stage:Stage IIA, alive, 1308 days 3581.2
TCGA-BH-A0HX-01A 54 years, female, white, stage:Stage IIB, alive, 829 days 3576.9
TCGA-A7-A6VX-01A 68 years, female, black or african american, stage:Stage IIA, alive, 317 days 3566.1
TCGA-AR-A24S-01A 61 years, female, white, stage:Stage I, alive, 2976 days 3564.0
TCGA-AO-A03R-01A 57 years, female, white, stage:Stage IIB, alive, 2091 days 3559.6
TCGA-AR-A5QQ-01A 68 years, female, white, stage:Stage IIIA, dead, 322 days 3549.3
TCGA-LL-A7SZ-01A 49 years, female, black or african american, stage:Stage IIB, alive, 594 days 3548.2
TCGA-AC-A5XS-01A 74 years, female, white, stage:Stage IIA, alive, 588 days 3547.4
TCGA-A8-A07B-01A 69 years, female, stage:Stage IIA, alive, 1308 days 3546.0
TCGA-A8-A095-01A 45 years, female, stage:Stage I, alive, 1277 days 3544.1
TCGA-GM-A2DN-01A 58 years, female, white, stage:Stage IIA, alive, 3091 days 3540.1
TCGA-C8-A12V-01A 55 years, female, asian, stage:Stage IIA, alive, 385 days 3537.6
TCGA-A7-A13F-01A 44 years, female, white, stage:Stage IIIA, alive, 765 days 3526.1
TCGA-AO-A0JJ-01A 54 years, female, white, stage:Stage IIB, alive, 1887 days 3521.5
TCGA-BH-A0HY-01A 60 years, female, white, stage:Stage I, alive, 1545 days 3520.9
TCGA-A2-A3KC-01A 55 years, female, black or african american, stage:Stage IIB, alive, 1102 days 3513.5
TCGA-BH-A0HN-01A 67 years, female, white, stage:Stage IA, alive, 516 days 3511.7
TCGA-OL-A5D8-01A 40 years, female, black or african american, stage:Stage IIB, alive, 973 days 3508.3
TCGA-C8-A3M7-01A 60 years, female, asian, stage:Stage IIIB, dead, 1034 days 3503.1
TCGA-A7-A425-01A 70 years, female, white, stage:Stage IIIC, alive, 447 days 3501.0
TCGA-A2-A259-01A 70 years, female, black or african american, stage:Stage I, alive, 1596 days 3494.0
TCGA-BH-A0BJ-01A 41 years, female, white, stage:Stage IIB, alive, 660 days 3490.5
TCGA-AO-A1KQ-01A 84 years, male, white, stage:Stage IIIB, alive, 1882 days 3487.1
TCGA-AR-A5QN-01A 68 years, female, white, stage:Stage IIIC, alive, 1013 days 3487.0
TCGA-AN-A0AJ-01A 79 years, female, white, stage:Stage IIB, alive, 303 days 3479.6
TCGA-E2-A573-01A 48 years, female, black or african american, stage:Stage IA, alive, 1062 days 3478.6
TCGA-E2-A14P-01A 79 years, female, white, stage:Stage IIIC, alive, 1246 days 3470.4
TCGA-AN-A0XU-01A 54 years, female, white, stage:Stage IIA, alive, 10 days 3469.9
TCGA-E2-A14N-01A 37 years, female, white, stage:Stage IIB, alive, 1434 days 3468.7
TCGA-A8-A08B-01A 52 years, female, stage:Stage IIA, alive, 1156 days 3466.1
TCGA-B6-A0IP-01A 74 years, female, white, stage:Stage IA, dead, 3926 days 3462.0
TCGA-E2-A15E-01A 40 years, female, white, stage:Stage IIA, alive, 630 days 3458.2
TCGA-S3-AA11-01A 67 years, female, black or african american, stage:Stage IIA, alive, 421 days 3455.6
TCGA-E9-A22E-01A 56 years, female, white, stage:Stage IIIA, alive, 1269 days 3450.4
TCGA-E2-A1LA-01A 59 years, female, stage:Stage IIA, alive, 748 days 3445.5
TCGA-AN-A0AT-01A 62 years, female, white, stage:Stage IIA, alive, 10 days 3444.2
TCGA-BH-A0HB-01A 55 years, female, white, stage:Stage IA, alive, 806 days 3440.1
TCGA-WT-AB44-01A 77 years, female, white, stage:Stage IA, alive, 883 days 3435.9
TCGA-A8-A08T-01A 64 years, female, stage:Stage IV, dead, 3409 days 3431.6
TCGA-D8-A1JD-01A 41 years, female, white, stage:Stage IIB, alive, 552 days 3430.6
TCGA-E2-A1B4-01A 74 years, female, white, stage:Stage IIIA, dead, 1004 days 3428.9
TCGA-E2-A14Y-01A 35 years, female, white, stage:Stage IIA, alive, 2109 days 3426.0
TCGA-C8-A1HO-01A 34 years, female, asian, stage:Stage IIIC, alive, 375 days 3424.8
TCGA-B6-A0IN-01A 45 years, female, white, stage:Stage X, dead, 2573 days 3424.3
TCGA-BH-A0W4-01A 46 years, female, white, stage:Stage IIA, alive, 759 days 3421.7
TCGA-A8-A06O-01A 60 years, female, stage:Stage I, alive, 396 days 3417.1
TCGA-A8-A07E-01A 81 years, female, stage:Stage X, alive, 608 days 3413.0
TCGA-A2-A4S2-01A 62 years, female, white, stage:Stage IIIA, alive, 643 days 3411.3
TCGA-A2-A1G6-01A 50 years, female, white, stage:Stage IIIA, alive, 501 days 3409.8
TCGA-A2-A1FX-01A 61 years, female, white, stage:Stage IIIA, alive, 1847 days 3407.9
TCGA-E2-A1LI-01A 57 years, female, white, stage:Stage IIB, alive, 3121 days 3407.0
TCGA-A2-A0CX-01A 52 years, female, white, stage:Stage IIA, alive, 1728 days 3394.5
TCGA-A2-A0CQ-01A 62 years, female, black or african american, stage:Stage IA, alive, 2695 days 3393.4
TCGA-E2-A10C-01A 54 years, female, white, stage:Stage IIB, alive, 1220 days 3392.6
TCGA-AC-A2FK-01A 45 years, female, white, stage:Stage IIIC, alive, 2650 days 3386.3
TCGA-AC-A23E-01A 50 years, female, white, stage:Stage IIB, alive, 698 days 3384.3
TCGA-EW-A1IW-01A 80 years, female, white, stage:Stage IIB, alive, 371 days 3377.0
TCGA-E9-A1RG-01A 62 years, female, white, stage:Stage IIIA, alive, 647 days 3366.0
TCGA-3C-AALI-01A 50 years, female, black or african american, stage:Stage IIB, alive, 4005 days 3365.3
TCGA-EW-A1OW-01A 58 years, female, black or african american, stage:Stage IIA, alive, 694 days 3363.2
TCGA-A2-A0ES-01A 52 years, female, white, stage:Stage IIA, alive, 2190 days 3360.2
TCGA-A7-A3RF-01A 79 years, female, white, stage:Stage IIA, alive, 408 days 3351.3
TCGA-E9-A22B-01A 71 years, female, white, stage:Stage IA, alive, 1167 days 3348.6
TCGA-PE-A5DD-01A 64 years, female, asian, stage:Stage IIA, alive, 1953 days 3342.3
TCGA-C8-A273-01A 29 years, female, asian, stage:Stage IIB, alive, 513 days 3340.6
TCGA-BH-A0HO-01A 48 years, female, white, stage:Stage IIA, alive, 76 days 3323.2
TCGA-BH-A0BZ-01A 59 years, female, white, stage:Stage IIIA, alive, 2255 days 3320.9
TCGA-AN-A0XT-01A 54 years, female, white, stage:Stage IIIA, alive, 10 days 3320.6
TCGA-D8-A1Y1-01A 80 years, female, white, stage:Stage IIIA, dead, 302 days 3317.7
TCGA-A7-A26J-01A 49 years, female, white, stage:Stage IIA, alive, 627 days 3316.4
TCGA-AN-A0XO-01A 59 years, female, white, stage:Stage IIIA, alive, 375 days 3309.4
TCGA-E9-A22D-01A 38 years, female, white, stage:Stage IIA, alive, 1248 days 3305.3
TCGA-GM-A4E0-01A 67 years, female, white, stage:Stage IIIC, alive, 2191 days 3303.2
TCGA-B6-A0IH-01A 81 years, female, white, stage:Stage IIIA, dead, 2965 days 3301.7
TCGA-D8-A1JL-01A 72 years, female, white, stage:Stage IIA, alive, 611 days 3294.3
TCGA-E9-A228-01A 58 years, female, white, stage:Stage IIB, alive, 1285 days 3289.7
TCGA-AO-A0J8-01A 61 years, female, white, stage:Stage IIA, alive, 680 days 3286.3
TCGA-OL-A66J-01A 80 years, female, white, stage:Stage I, alive, 1996 days 3285.1
TCGA-B6-A0WX-01A 40 years, female, black or african american, stage:Stage IIIA, dead, 639 days 3284.3
TCGA-B6-A0IK-01A 63 years, female, white, stage:Stage IIIB, dead, 571 days 3273.1
TCGA-BH-A0DI-01A 63 years, female, white, stage:Stage IIB, alive, 912 days 3268.4
TCGA-BH-A0BM-01A 54 years, female, white, stage:Stage IIB, alive, 1876 days 3267.0
TCGA-PE-A5DC-01A 72 years, female, white, stage:Stage IIIA, dead, 1430 days 3259.9
TCGA-AR-A24H-01A 65 years, female, white, stage:Stage IIA, alive, 4894 days 3259.6
TCGA-AC-A2FB-01A 65 years, female, white, stage:Stage IIA, alive, 1234 days 3246.8
TCGA-E2-A3DX-01A 43 years, female, white, stage:Stage IIIC, alive, 1325 days 3241.2
TCGA-BH-A0W5-01A 77 years, female, white, stage:Stage IIA, alive, 1288 days 3238.3
TCGA-BH-A0H3-01A 46 years, female, white, stage:Stage I, alive, 1928 days 3238.3
TCGA-E2-A1B5-01A 46 years, female, white, stage:Stage IIA, alive, 984 days 3237.7
TCGA-E9-A1R2-01A 51 years, female, white, stage:Stage IIIC, alive, 1063 days 3236.4
TCGA-A2-A0T4-01A 62 years, female, white, stage:Stage IIA, alive, 624 days 3234.2
TCGA-A7-A4SC-01A 62 years, female, white, stage:Stage IIB, alive, 446 days 3229.5
TCGA-OL-A5D6-01A 71 years, female, black or african american, stage:Stage IIA, dead, 1104 days 3228.8
TCGA-A2-A0YE-01A 48 years, female, white, stage:Stage IIB, alive, 554 days 3226.8
TCGA-AO-A03O-01A 69 years, female, black or african american, stage:Stage IIA, dead, 2483 days 3224.0
TCGA-AN-A0G0-01A 56 years, female, white, stage:Stage IIA, alive, 16 days 3218.0
TCGA-A2-A0EY-01A 62 years, female, white, stage:Stage IIB, alive, 1925 days 3217.1
TCGA-A8-A09W-01A 70 years, female, stage:Stage IIIB, alive, 30 days 3216.4
TCGA-AR-A1AY-01A 65 years, female, white, stage:Stage I, alive, 1026 days 3214.5
TCGA-EW-A1P3-01A 48 years, female, white, stage:Stage IIA, alive, 1611 days 3213.1
TCGA-BH-A0AU-01A 45 years, female, white, stage:Stage IIA, alive, 1914 days 3207.8
TCGA-AN-A0FS-01A 55 years, female, white, stage:Stage IA, alive, 210 days 3201.0
TCGA-AR-A254-01A 50 years, female, white, stage:Stage IIIA, alive, 2605 days 3199.1
TCGA-BH-A0HQ-01A 56 years, female, white, stage:Stage IIA, alive, 1121 days 3197.0
TCGA-LL-A440-01A 61 years, female, white, stage:Stage IA, alive, 759 days 3194.2
TCGA-OK-A5Q2-01A 59 years, female, stage:Stage II, alive, 64 days 3189.9
TCGA-PL-A8LZ-01A 29 years, female, black or african american, stage:Stage IIIB, alive, 302 days 3186.3
TCGA-E2-A1LL-01A 73 years, female, black or african american, stage:Stage IIIA, alive, 1309 days 3186.2
TCGA-B6-A0IB-01A 64 years, female, white, stage:Stage IV, dead, 3941 days 3179.3
TCGA-BH-A0B4-01A 65 years, male, white, stage:Stage IIIA, alive, 1191 days 3173.5
TCGA-A2-A04W-01A 50 years, female, white, stage:Stage IIB, alive, 3102 days 3167.1
TCGA-S3-A6ZG-01A 71 years, female, black or african american, stage:Stage IIB, alive, 562 days 3166.5
TCGA-A7-A3J0-01A 62 years, female, white, stage:Stage IIA, alive, 313 days 3158.9
TCGA-AR-A0TY-01A 54 years, female, white, stage:Stage IIA, dead, 1699 days 3156.1
TCGA-A2-A0YK-01A 61 years, female, white, stage:Stage IIA, alive, 588 days 3150.0
TCGA-D8-A1JB-01A 54 years, female, white, stage:Stage IIB, alive, 1688 days 3147.3
TCGA-A7-A0CG-01A 78 years, female, white, stage:Stage IIA, alive, 1043 days 3139.9
TCGA-AO-A12B-01A 63 years, female, white, stage:Stage IIA, alive, 2989 days 3138.9
TCGA-AR-A255-01A 62 years, female, white, stage:Stage I, alive, 2161 days 3138.0
TCGA-A7-A0CD-01A 66 years, female, white, stage:Stage I, alive, 1165 days 3137.0
TCGA-A8-A06X-01A 77 years, female, stage:Stage IIB, dead, 943 days 3136.8
TCGA-A7-A13H-01A 61 years, female, white, stage:Stage IIB, alive, 899 days 3134.1
TCGA-A8-A08I-01A 53 years, female, stage:Stage IIA, alive, 365 days 3129.7
TCGA-E9-A1R3-01A 70 years, female, white, stage:Stage IIIC, alive, 78 days 3125.3
TCGA-GM-A2DH-01A 58 years, female, white, stage:Stage I, alive, 2193 days 3124.0
TCGA-AO-A03P-01A 54 years, female, black or african american, stage:Stage IIB, dead, 2911 days 3123.8
TCGA-BH-A0H5-01A 45 years, female, white, stage:Stage I, alive, 1620 days 3123.8
TCGA-LQ-A4E4-01A 73 years, female, white, stage:Stage IIIA, alive, 849 days 3122.1
TCGA-S3-AA12-01A 82 years, female, black or african american, stage:Stage IIIA, alive, 574 days 3120.5
TCGA-B6-A0RL-01A 60 years, female, black or african american, stage:Stage IIA, dead, 2469 days 3119.9
TCGA-BH-A0DG-01A 30 years, female, black or african american, stage:Stage IIA, alive, 2041 days 3118.9
TCGA-A8-A0A9-01A 80 years, female, stage:Stage IIA, alive, 822 days 3113.8
TCGA-AO-A124-01A 38 years, female, white, stage:Stage IIA, alive, 3506 days 3110.0
TCGA-AC-A2B8-01A 84 years, female, white, stage:Stage IIB, alive, 677 days 3109.8
TCGA-BH-A1EW-01A 38 years, female, white, stage:Stage IIA, dead, 1694 days 3107.9
TCGA-A7-A4SF-01A 54 years, female, black or african american, stage:Stage IIA, alive, 545 days 3106.9
TCGA-BH-A209-01A 77 years, female, black or african american, stage:Stage I, dead, 3959 days 3105.4
TCGA-A2-A0T1-01A 55 years, female, american indian or alaska native, stage:Stage IIIC, alive, 521 days 3104.8
TCGA-AC-A2QI-01A 76 years, female, white, stage:Stage IIIA, alive, 588 days 3099.3
TCGA-C8-A1HI-01A 40 years, female, asian, stage:Stage IIIA, alive, 343 days 3091.1
TCGA-A8-A07C-01A 57 years, female, stage:Stage IIA, alive, 1034 days 3089.6
TCGA-AC-A8OP-01A 72 years, female, black or african american, stage:Stage IA, alive, 614 days 3088.5
TCGA-LL-A740-01A 61 years, female, black or african american, stage:Stage IA, alive, 441 days 3088.3
TCGA-BH-A0EI-01A 51 years, female, white, stage:Stage IIA, alive, 1926 days 3085.8
TCGA-C8-A12N-01A 58 years, female, asian, stage:Stage IIA, alive, 358 days 3084.3
TCGA-GM-A3NY-01A 72 years, female, white, stage:Stage IIB, alive, 1162 days 3083.3
TCGA-BH-A0DT-01A 41 years, female, white, stage:Stage IIA, alive, 2403 days 3082.3
TCGA-AN-A0XR-01A 55 years, female, white, stage:Stage IIIA, alive, 10 days 3076.5
TCGA-D8-A27H-01A 72 years, female, white, stage:Stage IIA, alive, 397 days 3075.1
TCGA-AR-A1AU-01A 39 years, female, white, stage:Stage IIIA, alive, 2868 days 3070.5
TCGA-B6-A0RN-01A 60 years, female, white, stage:Stage IA, alive, 8008 days 3066.6
TCGA-E9-A5UO-01A 41 years, female, white, stage:Stage IIA, alive, 785 days 3064.9
TCGA-BH-A0EA-01A 72 years, female, white, stage:Stage IIA, dead, 991 days 3061.6
TCGA-EW-A1J5-01A 59 years, female, white, stage:Stage IIB, alive, 477 days 3057.2
TCGA-GM-A2DA-01A 46 years, female, white, stage:Stage IIB, dead, 6593 days 3056.4
TCGA-AO-A12G-01A 75 years, female, white, stage:Stage IIA, alive, 1639 days 3038.2
TCGA-AC-A6IV-01A 47 years, female, white, stage:Stage IIB, alive, 568 days 3037.7
TCGA-AC-A3TN-01A 75 years, female, white, stage:Stage IIB, alive, 456 days 3035.0
TCGA-EW-A1OX-01A 43 years, female, white, stage:Stage IIA, alive, 911 days 3033.0
TCGA-D8-A27R-01A 41 years, female, white, stage:Stage IIIC, alive, 307 days 3029.9
TCGA-C8-A274-01A 63 years, female, asian, stage:Stage IIA, alive, 508 days 3028.1
TCGA-BH-A208-01A 48 years, female, white, stage:Stage IIB, dead, 1759 days 3025.7
TCGA-D8-A1XF-01A 45 years, female, white, stage:Stage IIA, alive, 463 days 3025.5
TCGA-A2-A0CT-01A 71 years, female, white, stage:Stage IIA, alive, 2289 days 3025.2
TCGA-A2-A0YH-01A 53 years, female, white, stage:Stage IIIA, alive, 659 days 3022.3
TCGA-AR-A1AK-01A 70 years, female, white, stage:Stage I, alive, 3159 days 3020.9
TCGA-A2-A0T6-01A 50 years, female, white, stage:Stage IIB, alive, 575 days 3016.0
TCGA-E2-A14X-01A 55 years, female, black or african american, stage:Stage IIIA, alive, 972 days 3006.6
TCGA-AO-A0J9-01A 61 years, female, white, stage:Stage IIIC, alive, 1613 days 3002.9
TCGA-E2-A1IK-01A 71 years, female, white, stage:Stage IIA, alive, 1800 days 2997.2
TCGA-BH-A18F-01A 50 years, female, white, stage:Stage IIA, alive, 1001 days 2993.9
TCGA-A8-A093-01A 61 years, female, stage:Stage IIA, alive, 546 days 2993.9
TCGA-OL-A6VQ-01A 49 years, female, white, stage:Stage IIA, alive, 600 days 2993.0
TCGA-E9-A1NI-01A 51 years, female, white, stage:Stage IIA, alive, 300 days 2987.3
TCGA-AQ-A7U7-01A 55 years, female, white, stage:Stage IIIA, dead, 584 days 2985.3
TCGA-AN-A0AM-01A 56 years, female, white, stage:Stage IIA, alive, 5 days 2981.4
TCGA-AN-A0FN-01A 61 years, female, white, stage:Stage IA, alive, 218 days 2973.4
TCGA-A2-A3XX-01A 49 years, female, black or african american, stage:Stage IIA, dead, 1439 days 2973.3
TCGA-E2-A1LS-01A 46 years, female, white, stage:Stage IA, alive, 1604 days 2972.9
TCGA-BH-A1EN-01A 78 years, female, white, stage:Stage IIA, dead, 2127 days 2972.9
TCGA-A8-A06Y-01A 66 years, female, stage:Stage IIA, alive, 791 days 2972.5
TCGA-AO-A0JD-01A 59 years, female, white, stage:Stage IIIA, alive, 2190 days 2965.1
TCGA-AC-A6IX-01A 49 years, female, white, stage:Stage IIIC, alive, 373 days 2963.8
TCGA-BH-A0GY-01A 67 years, female, white, stage:Stage IIA, alive, 923 days 2961.7
TCGA-AC-A2FO-01A 65 years, female, white, stage:Stage IIB, alive, 2255 days 2959.3
TCGA-BH-A18M-01A 39 years, female, white, stage:Stage IIIA, dead, 2207 days 2954.5
TCGA-AR-A250-01A 58 years, female, white, stage:Stage IIA, alive, 2707 days 2953.7
TCGA-C8-A134-01A 52 years, female, asian, stage:Stage IIA, alive, 383 days 2950.5
TCGA-A7-A3IZ-01A 62 years, female, white, stage:Stage IIA, alive, 322 days 2946.7
TCGA-AR-A24W-01A 55 years, female, white, stage:Stage IIB, alive, 1550 days 2945.0
TCGA-E9-A1RF-01A 68 years, female, white, stage:Stage IIIA, alive, 200 days 2940.3
TCGA-AR-A1AI-01A 47 years, female, white, stage:Stage IIA, alive, 3296 days 2940.0
TCGA-D8-A1JN-01A 80 years, female, white, stage:Stage IIIC, alive, 620 days 2939.4
TCGA-A7-A13E-01A 62 years, female, white, stage:Stage IIB, dead, 614 days 2938.1
TCGA-E2-A10F-01A 47 years, female, white, stage:Stage IIA, alive, 878 days 2936.7
TCGA-D8-A1XW-01A 53 years, female, white, stage:Stage IIA, alive, 1309 days 2935.6
TCGA-A2-A0CS-01A 73 years, female, white, stage:Stage IV, dead, 2348 days 2931.1
TCGA-GM-A2DM-01A 57 years, female, white, stage:Stage IIA, alive, 3226 days 2921.4
TCGA-EW-A1J2-01A 50 years, female, black or african american, stage:'--, alive, 403 days 2918.2
TCGA-D8-A27I-01A 58 years, female, white, stage:Stage IIIA, alive, 439 days 2917.3
TCGA-E2-A15D-01A 47 years, female, white, stage:Stage IIA, alive, 526 days 2914.6
TCGA-AC-A4ZE-01A 63 years, female, white, stage:Stage IIB, alive, 890 days 2913.6
TCGA-E9-A1NG-01A 62 years, female, white, stage:Stage IIA, dead, 786 days 2911.4
TCGA-BH-A0HL-01A 56 years, female, white, stage:Stage IIB, alive, 72 days 2908.4
TCGA-BH-A1F0-01A 80 years, female, white, stage:Stage IIA, dead, 785 days 2907.6
TCGA-D8-A1X6-01A 80 years, female, white, stage:Stage IIIA, alive, 541 days 2904.7
TCGA-E9-A247-01A 59 years, female, white, stage:Stage IA, alive, 1186 days 2904.3
TCGA-E2-A1IJ-01A 57 years, female, white, stage:Stage I, alive, 865 days 2903.5
TCGA-A8-A0A7-01A 57 years, female, stage:Stage IIB, alive, 30 days 2901.6
TCGA-D8-A1XJ-01A 76 years, female, white, stage:Stage IIIA, alive, 664 days 2897.3
TCGA-BH-A0EE-01A 68 years, female, white, stage:Stage IIB, alive, 943 days 2896.0
TCGA-AC-A3EH-01A 79 years, female, white, stage:Stage IIIC, dead, 197 days 2894.5
TCGA-AN-A0FY-01A 55 years, female, white, stage:Stage IA, alive, 10 days 2884.4
TCGA-BH-A1FB-01A 60 years, female, white, stage:Stage IIB, dead, 3669 days 2881.3
TCGA-C8-A1HK-01A 53 years, female, asian, stage:Stage IIB, alive, 366 days 2879.2
TCGA-AQ-A1H3-01A 49 years, female, white, stage:Stage IIIC, alive, 989 days 2875.9
TCGA-AC-A7VB-01A 51 years, female, black or african american, stage:Stage IIA, alive, 250 days 2872.1
TCGA-A2-A0CL-01A 37 years, female, black or african american, stage:Stage IIIA, alive, 3015 days 2865.8
TCGA-EW-A1PG-01A 53 years, female, white, stage:Stage IIB, alive, 1051 days 2859.9
TCGA-AC-A2FG-01A 79 years, female, white, stage:Stage IIB, alive, 1853 days 2855.4
TCGA-D8-A1JS-01A 77 years, female, white, stage:Stage IA, alive, 371 days 2852.9
TCGA-EW-A1P6-01A 64 years, female, white, stage:Stage IIB, alive, 562 days 2852.2
TCGA-BH-A1FL-01A 69 years, female, white, stage:Stage IIB, dead, 1673 days 2850.8
TCGA-E2-A15R-01A 64 years, female, white, stage:Stage IIA, alive, 1732 days 2850.8
TCGA-E2-A107-01A 54 years, female, white, stage:Stage IIIA, alive, 1047 days 2848.8
TCGA-D8-A1XB-01A 62 years, female, white, stage:Stage IIB, alive, 552 days 2845.9
TCGA-C8-A26W-01A 58 years, female, asian, stage:Stage IIB, alive, 381 days 2845.4
TCGA-D8-A1Y2-01A 71 years, female, white, stage:Stage IIA, alive, 433 days 2842.1
TCGA-C8-A26Z-01A 59 years, female, asian, stage:Stage IIA, alive, 470 days 2840.5
TCGA-BH-A0DV-01A 54 years, female, white, stage:Stage IIIA, alive, 2064 days 2840.2
TCGA-E2-A56Z-01A 69 years, female, black or african american, stage:Stage IIB, alive, 252 days 2836.6
TCGA-AO-A03L-01A 34 years, female, asian, stage:Stage IIIA, alive, 2442 days 2835.9
TCGA-BH-A0DZ-01A 43 years, female, white, stage:Stage IIB, alive, 495 days 2834.2
TCGA-E2-A150-01A 48 years, female, white, stage:Stage IIA, alive, 1935 days 2822.8
TCGA-E9-A1NF-01A 60 years, female, white, stage:Stage IIA, dead, 1072 days 2822.4
TCGA-BH-A0H9-01A 69 years, female, white, stage:Stage IIA, alive, 1247 days 2821.3
TCGA-A2-A0D1-01A 76 years, female, white, stage:Stage IIA, alive, 1051 days 2820.9
TCGA-A8-A08A-01A 89 years, female, stage:Stage I, alive, 30 days 2820.8
TCGA-A8-A09T-01A 68 years, female, stage:'--, alive, 579 days 2820.2
TCGA-D8-A141-01A 40 years, female, white, stage:'--, alive, 626 days 2819.0
TCGA-D8-A145-01A 80 years, female, white, stage:Stage IIA, alive, 410 days 2817.9
TCGA-A2-A25B-01A 39 years, female, black or african american, stage:Stage IIB, alive, 1291 days 2814.6
TCGA-BH-A201-01A 64 years, female, white, stage:Stage IA, alive, 856 days 2813.3
TCGA-A2-A0YD-01A 63 years, female, white, stage:Stage IIB, alive, 769 days 2808.5
TCGA-BH-A18T-01A 70 years, female, white, stage:Stage IIA, dead, 224 days 2805.8
TCGA-AC-A2BM-01A 41 years, female, black or african american, stage:Stage IIB, alive, 3022 days 2804.9
TCGA-BH-A1FJ-01A 66 years, female, white, stage:Stage IIIA, dead, 1927 days 2789.2
TCGA-D8-A1XG-01A 86 years, female, white, stage:Stage IIIB, alive, 448 days 2782.6
TCGA-UU-A93S-01A 63 years, female, black or african american, stage:Stage IV, dead, 116 days 2782.5
TCGA-D8-A1Y0-01A 65 years, female, white, stage:Stage IIIA, alive, 472 days 2778.4
TCGA-A2-A0EW-01A 53 years, female, white, stage:Stage IIIC, dead, 1884 days 2772.7
TCGA-A8-A09D-01A 47 years, female, stage:Stage IIB, alive, 1522 days 2769.1
TCGA-BH-A0AZ-01A 47 years, female, white, stage:Stage IIIA, alive, 1919 days 2765.1
TCGA-E2-A15O-01A 89 years, female, black or african american, stage:Stage I, alive, 289 days 2761.9
TCGA-E2-A152-01A 56 years, female, white, stage:Stage I, alive, 2128 days 2759.8
TCGA-AR-A24T-01A 46 years, female, white, stage:Stage IIIC, alive, 3202 days 2759.1
TCGA-E9-A227-01A 42 years, female, white, stage:Stage IIB, alive, 975 days 2753.2
TCGA-B6-A0IA-01A 51 years, female, white, stage:Stage IIA, alive, 8391 days 2752.2
TCGA-D8-A73U-01A 88 years, female, white, stage:Stage IIA, alive, 492 days 2749.2
TCGA-AC-A3HN-01A 87 years, female, white, stage:Stage IIB, alive, 496 days 2748.1
TCGA-A8-A08O-01A 45 years, female, stage:Stage IV, alive, 943 days 2747.0
TCGA-A8-A0AB-01A 54 years, female, stage:Stage IIA, alive, 518 days 2744.5
TCGA-D8-A1XQ-01A 69 years, female, white, stage:Stage IIA, alive, 499 days 2729.8
TCGA-A7-A3J1-01A 63 years, female, white, stage:Stage IA, alive, 343 days 2727.2
TCGA-E2-A1AZ-01A 63 years, female, white, stage:Stage IIB, alive, 2329 days 2722.3
TCGA-B6-A408-01A 55 years, female, black or african american, stage:Stage IIIC, alive, 2072 days 2718.4
TCGA-A2-A0D3-01A 42 years, female, white, stage:Stage IA, alive, 1873 days 2715.8
TCGA-A8-A07Z-01A 85 years, female, stage:Stage IIA, alive, 1371 days 2710.7
TCGA-B6-A0RG-01A 26 years, female, white, stage:Stage IIB, alive, 2082 days 2709.4
TCGA-BH-A6R8-01A 46 years, female, black or african american, stage:Stage IIA, alive, 293 days 2704.6
TCGA-D8-A73X-01A 53 years, female, white, stage:Stage IIA, alive, 767 days 2699.7
TCGA-AR-A1AS-01A 54 years, female, asian, stage:Stage IIB, alive, 1150 days 2695.7
TCGA-AR-A24P-01A 47 years, female, white, stage:Stage I, alive, 84 days 2684.3
TCGA-A2-A04Y-01A 53 years, female, white, stage:Stage IIB, alive, 1099 days 2676.5
TCGA-AR-A1AL-01A 60 years, female, white, stage:Stage IIIA, alive, 2971 days 2676.1
TCGA-A2-A04N-01A 66 years, female, white, stage:Stage IA, alive, 4354 days 2675.9
TCGA-A7-A4SA-01A 40 years, female, white, stage:Stage IIB, alive, 454 days 2673.4
TCGA-BH-A1FH-01A 47 years, female, white, stage:Stage IV, dead, 1034 days 2671.7
TCGA-A8-A079-01A 69 years, female, stage:Stage IIIB, alive, 274 days 2663.6
TCGA-BH-A0E1-01A 52 years, female, white, stage:Stage IIB, alive, 477 days 2662.1
TCGA-B6-A0I1-01A 73 years, female, black or african american, stage:Stage IIA, dead, 2361 days 2661.8
TCGA-BH-A0H0-01A 69 years, female, white, stage:Stage IA, alive, 461 days 2660.7
TCGA-A8-A076-01A 66 years, female, stage:Stage IIA, alive, 1642 days 2658.9
TCGA-C8-A12W-01A 49 years, female, asian, stage:Stage IIIB, alive, 385 days 2651.9
TCGA-OL-A5RU-01A 63 years, female, black or african american, stage:Stage IIA, alive, 1219 days 2647.6
TCGA-AN-A0AL-01A 41 years, female, white, stage:Stage IIIB, alive, 227 days 2645.7
TCGA-C8-A12X-01A 62 years, female, asian, stage:Stage IIB, alive, 385 days 2645.2
TCGA-BH-A0C0-01A 62 years, female, white, stage:Stage IIA, alive, 1270 days 2641.5
TCGA-A2-A0SV-01A 63 years, female, white, stage:Stage IV, dead, 825 days 2640.1
TCGA-AN-A0FK-01A 88 years, female, white, stage:Stage IIIB, alive, 213 days 2639.6
TCGA-A7-A2KD-01A 53 years, female, black or african american, stage:Stage IIIA, alive, 679 days 2632.8
TCGA-E9-A1N5-01A 45 years, female, white, stage:Stage IIB, alive, 1120 days 2632.7
TCGA-D8-A27V-01A 62 years, female, white, stage:Stage IIA, alive, 381 days 2631.0
TCGA-EW-A2FW-01A 52 years, female, white, stage:Stage IIA, alive, 672 days 2628.3
TCGA-AN-A049-01A 62 years, female, white, stage:Stage IIA, alive, 19 days 2626.7
TCGA-D8-A27L-01A 49 years, female, white, stage:Stage IIIA, alive, 499 days 2624.8
TCGA-E2-A14Q-01A 50 years, female, white, stage:Stage IIB, alive, 1163 days 2618.5
TCGA-BH-A0WA-01A 82 years, female, white, stage:Stage I, alive, 701 days 2617.9
TCGA-A1-A0SN-01A 50 years, female, white, stage:Stage IIA, alive, 1196 days 2613.9
TCGA-E9-A54X-01A 85 years, female, white, stage:Stage IA, alive, 727 days 2612.9
TCGA-A1-A0SD-01A 59 years, female, white, stage:Stage IIA, alive, 437 days 2610.0
TCGA-E9-A229-01A 37 years, female, white, stage:Stage IA, alive, 1148 days 2608.1
TCGA-A8-A09A-01A 40 years, female, stage:Stage X, alive, 304 days 2603.8
TCGA-B6-A0RI-01A 44 years, female, white, stage:Stage IIIB, alive, 7126 days 2600.1
TCGA-D8-A27M-01A 59 years, female, white, stage:Stage IA, alive, 410 days 2597.9
TCGA-S3-AA14-01A 47 years, female, black or african american, stage:Stage I, alive, 529 days 2595.1
TCGA-A2-A0SU-01A 66 years, female, white, stage:Stage IIA, alive, 1662 days 2594.7
TCGA-AR-A24Z-01A 57 years, female, white, stage:Stage IIA, alive, 3001 days 2592.7
TCGA-A8-A086-01A 59 years, female, stage:Stage IIA, alive, 396 days 2591.6
TCGA-BH-A18P-01A 60 years, female, white, stage:Stage I, dead, 921 days 2585.4
TCGA-D8-A27K-01A 47 years, female, white, stage:Stage IIB, alive, 1461 days 2582.3
TCGA-E2-A15L-01A 65 years, female, black or african american, stage:Stage IIA, alive, 626 days 2582.2
TCGA-E2-A15G-01A 76 years, female, white, stage:Stage IIA, alive, 554 days 2577.9
TCGA-E9-A3HO-01A 49 years, female, white, stage:Stage IIA, alive, 1158 days 2573.9
TCGA-A1-A0SO-01A 67 years, female, white, stage:Stage IIB, alive, 852 days 2567.5
TCGA-E2-A14W-01A 78 years, male, white, stage:Stage IIA, alive, 974 days 2566.2
TCGA-AR-A2LL-01A 70 years, female, white, stage:Stage IIB, alive, 2012 days 2561.2
TCGA-BH-A0HF-01A 77 years, female, white, stage:Stage IA, alive, 727 days 2560.7
TCGA-AO-A12H-01A 69 years, female, black or african american, stage:Stage IIA, alive, 1234 days 2557.3
TCGA-EW-A1IX-01A 48 years, female, asian, stage:Stage IIA, alive, 1208 days 2557.1
TCGA-A1-A0SJ-01A 39 years, female, black or african american, stage:Stage IIIA, alive, 416 days 2554.4
TCGA-BH-A8FY-01A 87 years, female, white, stage:Stage IA, dead, 295 days 2551.9
TCGA-A8-A08Z-01A 76 years, female, stage:'--, alive, 1217 days 2551.2
TCGA-A2-A0EU-01A 79 years, female, white, stage:Stage IA, alive, 1043 days 2550.7
TCGA-BH-A1FR-01A 73 years, female, white, stage:Stage IIIB, dead, 1642 days 2550.7
TCGA-AQ-A1H2-01A 84 years, female, white, stage:Stage IIIA, alive, 475 days 2550.6
TCGA-D8-A1JH-01A 56 years, female, white, stage:Stage IA, alive, 426 days 2544.2
TCGA-E9-A5UP-01A 63 years, female, white, stage:Stage IIA, alive, 803 days 2541.6
TCGA-E9-A1N4-01A 41 years, female, white, stage:Stage IIIA, alive, 1000 days 2536.3
TCGA-E2-A1LB-01A 41 years, female, black or african american, stage:Stage IIB, alive, 2306 days 2531.1
TCGA-AN-A0FF-01A 32 years, female, white, stage:Stage IA, alive, 172 days 2530.0
TCGA-A8-A07O-01A 51 years, female, stage:Stage IIA, alive, 304 days 2528.7
TCGA-D8-A1XA-01A 64 years, female, white, stage:Stage IA, alive, 839 days 2527.0
TCGA-E2-A15K-01A 58 years, female, white, stage:Stage IIB, alive, 275 days 2526.8
TCGA-E2-A1LH-01A 59 years, female, white, stage:Stage I, alive, 3247 days 2524.2
TCGA-E2-A2P6-01A 77 years, female, stage:Stage IIB, alive, 1051 days 2519.6
TCGA-GM-A3NW-01A 63 years, female, white, stage:Stage IIA, alive, 3361 days 2519.0
TCGA-E9-A1RI-01A 43 years, female, white, stage:Stage IIIA, alive, 1449 days 2518.3
TCGA-BH-A0AY-01A 62 years, female, white, stage:Stage IIA, alive, 777 days 2515.2
TCGA-C8-A8HQ-01A 53 years, female, asian, stage:Stage IIB, alive, 380 days 2513.9
TCGA-BH-A0BD-01A 47 years, female, white, stage:Stage IIA, alive, 554 days 2513.2
TCGA-AR-A2LM-01A 49 years, female, white, stage:Stage II, alive, 1935 days 2509.3
TCGA-EW-A2FV-01A 39 years, female, white, stage:Stage IIIC, alive, 788 days 2505.8
TCGA-A2-A0ET-01A 58 years, female, white, stage:Stage IIIA, alive, 1066 days 2500.9
TCGA-C8-A137-01A 34 years, female, asian, stage:Stage IIB, alive, 379 days 2499.8
TCGA-LL-A442-01A 56 years, female, black or african american, stage:Stage IIA, alive, 889 days 2497.3
TCGA-BH-A0BV-01A 78 years, female, white, stage:Stage IIB, alive, 1519 days 2494.3
TCGA-D8-A27F-01A 40 years, female, white, stage:Stage IIA, alive, 488 days 2491.5
TCGA-AO-A1KT-01A 78 years, female, white, stage:Stage IIA, alive, 541 days 2491.2
TCGA-E2-A1IO-01A 37 years, female, white, stage:Stage I, alive, 1855 days 2485.9
TCGA-D8-A3Z6-01A 56 years, female, white, stage:Stage IIIC, alive, 563 days 2483.8
TCGA-EW-A1PF-01A 50 years, female, white, stage:Stage IA, alive, 439 days 2483.2
TCGA-E2-A1L6-01A 44 years, female, white, stage:Stage IIA, alive, 1648 days 2478.8
TCGA-A2-A0T7-01A 51 years, female, white, stage:Stage IIA, alive, 631 days 2478.2
TCGA-EW-A6SC-01A 60 years, female, black or african american, stage:Stage IIA, alive, 952 days 2473.3
TCGA-AR-A1AW-01A 65 years, female, white, stage:Stage IIA, alive, 2632 days 2471.5
TCGA-D8-A27G-01A 75 years, female, white, stage:Stage IIA, alive, 409 days 2469.7
TCGA-S3-AA15-01A 51 years, female, black or african american, stage:Stage IIB, alive, 525 days 2469.2
TCGA-A8-A09B-01A 58 years, female, stage:Stage IIIB, alive, 365 days 2462.5
TCGA-E9-A1NE-01A 28 years, female, white, stage:Stage IIB, alive, 1088 days 2461.0
TCGA-D8-A13Z-01A 51 years, female, white, stage:'--, alive, 635 days 2460.0
TCGA-BH-A0BA-01A 51 years, female, white, stage:Stage IIIC, alive, 1132 days 2459.1
TCGA-A2-A1FZ-01A 63 years, female, white, stage:Stage IIA, alive, 683 days 2456.7
TCGA-E2-A108-01A 64 years, female, white, stage:Stage IIIA, alive, 837 days 2455.5
TCGA-AR-A0TZ-01A 43 years, female, white, stage:'--, dead, 3262 days 2455.1
TCGA-E9-A1NH-01A 71 years, female, white, stage:Stage IIB, alive, 576 days 2455.1
TCGA-A8-A09M-01A 75 years, female, stage:Stage IIIC, alive, 1006 days 2453.9
TCGA-BH-A0HW-01A 62 years, female, asian, stage:Stage IA, alive, 1561 days 2452.8
TCGA-D8-A27P-01A 64 years, female, white, stage:Stage IA, alive, 49 days 2452.4
TCGA-A8-A097-01A 65 years, female, stage:Stage IIB, alive, 365 days 2450.3
TCGA-BH-A0AV-01A 52 years, female, black or african american, stage:Stage I, alive, 1820 days 2444.4
TCGA-B6-A0X5-01A 61 years, female, black or african american, stage:Stage IIB, dead, 2097 days 2443.7
TCGA-AO-A03T-01A 42 years, female, white, stage:Stage IIB, alive, 2124 days 2438.3
TCGA-PL-A8LX-01A 35 years, female, black or african american, stage:Stage IV, alive, 5 days 2437.3
TCGA-BH-A0BL-01A 35 years, female, white, stage:Stage I, alive, 2278 days 2429.0
TCGA-B6-A0WV-01A 67 years, female, white, stage:Stage IIB, dead, 2417 days 2428.2
TCGA-AC-A8OQ-01A 72 years, female, black or african american, stage:Stage IIB, alive, 34 days 2424.8
TCGA-E2-A1IH-01A 80 years, female, white, stage:Stage I, alive, 1026 days 2419.2
TCGA-BH-A0C3-01A 47 years, female, white, stage:Stage I, alive, 2709 days 2412.6
TCGA-A8-A09N-01A 57 years, female, stage:Stage IIIC, alive, 31 days 2411.1
TCGA-BH-A0H7-01A 65 years, female, white, stage:Stage IIIA, alive, 702 days 2410.9
TCGA-D8-A1X8-01A 62 years, female, white, stage:Stage IIIA, alive, 783 days 2409.7
TCGA-E9-A1QZ-01A 61 years, female, white, stage:Stage IIA, alive, 755 days 2403.3
TCGA-AO-A0JI-01A 56 years, female, white, stage:Stage IIA, alive, 1528 days 2399.8
TCGA-D8-A143-01A 51 years, female, white, stage:Stage IIA, alive, 431 days 2393.4
TCGA-AO-A125-01A 72 years, female, black or african american, stage:Stage IIA, alive, 3456 days 2391.4
TCGA-E2-A1IE-01A 61 years, female, white, stage:Stage IIB, alive, 2362 days 2390.4
TCGA-BH-A0DL-01A 64 years, female, white, stage:Stage IIA, alive, 2381 days 2389.5
TCGA-A8-A0AD-01A 83 years, female, stage:Stage I, alive, 1157 days 2384.6
TCGA-A7-A26E-01A 71 years, female, white, stage:Stage IIIA, alive, 954 days 2376.7
TCGA-A2-A1G0-01A 49 years, female, white, stage:Stage IIB, alive, 616 days 2376.1
TCGA-A8-A08C-01A 65 years, female, stage:Stage IIA, alive, 881 days 2373.0
TCGA-A2-A0EN-01A 70 years, female, white, stage:Stage IIA, alive, 4088 days 2372.3
TCGA-A8-A075-01A 42 years, female, stage:Stage IIB, alive, 518 days 2371.0
TCGA-AO-A0JA-01A 36 years, female, black or african american, stage:Stage IIIC, alive, 655 days 2368.9
TCGA-E2-A109-01A 64 years, female, white, stage:Stage IIA, alive, 1417 days 2365.9
TCGA-E9-A1N3-01A 70 years, female, white, stage:Stage IIIA, alive, 1059 days 2364.7
TCGA-E2-A15H-01A 38 years, female, white, stage:Stage IIA, alive, 393 days 2362.6
TCGA-E2-A15M-01A 66 years, female, white, stage:Stage IIA, dead, 336 days 2362.4
TCGA-AR-A24O-01A 43 years, female, white, stage:Stage IIIA, alive, 3607 days 2359.8
TCGA-BH-A0DX-01A 62 years, female, white, stage:Stage I, alive, 2156 days 2357.5
TCGA-AO-A0J2-01A 41 years, female, white, stage:Stage IA, alive, 997 days 2355.0
TCGA-BH-A0HK-01A 81 years, female, white, stage:Stage IIB, alive, 178 days 2351.5
TCGA-D8-A1XS-01A 48 years, male, white, stage:Stage IIIC, alive, 496 days 2348.0
TCGA-C8-A138-01A 54 years, female, asian, stage:Stage IIIA, alive, 380 days 2344.5
TCGA-BH-A0EB-01A 69 years, female, white, stage:Stage IA, alive, 745 days 2343.8
TCGA-BH-A0BO-01A 54 years, female, white, stage:Stage I, alive, 2197 days 2343.6
TCGA-BH-A18N-01A 88 years, female, white, stage:Stage IIA, dead, 468 days 2342.5
TCGA-C8-A132-01A 56 years, female, asian, stage:Stage IIB, alive, 383 days 2339.7
TCGA-A2-A0EM-01A 73 years, female, white, stage:Stage IA, alive, 3094 days 2338.1
TCGA-AR-A0TV-01A 66 years, female, stage:Stage IIA, alive, 2288 days 2336.8
TCGA-E2-A15F-01A 64 years, female, white, stage:Stage I, alive, 658 days 2335.3
TCGA-B6-A0X4-01A 62 years, female, white, stage:Stage IIB, dead, 860 days 2330.8
TCGA-B6-A0RP-01A 73 years, female, white, stage:'--, dead, 3126 days 2324.9
TCGA-AR-A24V-01A 52 years, female, white, stage:Stage IIB, alive, 3203 days 2321.3
TCGA-A2-A04R-01A 36 years, female, black or african american, stage:Stage IA, alive, 3709 days 2320.9
TCGA-C8-A8HP-01A 59 years, female, asian, stage:Stage IIIA, alive, 396 days 2315.8
TCGA-BH-A202-01A 60 years, female, white, stage:Stage II, alive, 795 days 2315.4
TCGA-D8-A1XR-01A 56 years, female, white, stage:Stage IIB, alive, 482 days 2315.4
TCGA-AO-A0J3-01A 67 years, female, white, stage:Stage IIB, alive, 651 days 2313.4
TCGA-A2-A25E-01A 34 years, female, black or african american, stage:Stage IIIA, alive, 3204 days 2309.8
TCGA-A1-A0SI-01A 52 years, female, white, stage:Stage IIB, alive, 635 days 2304.7
TCGA-E9-A245-01A 47 years, female, white, stage:Stage IIB, dead, 26 days 2299.2
TCGA-A8-A08P-01A 70 years, female, stage:Stage IIIA, alive, 943 days 2297.8
TCGA-BH-A0B1-01A 66 years, female, white, stage:Stage IIB, alive, 1148 days 2297.3
TCGA-A8-A085-01A 44 years, male, stage:Stage IIB, alive, 1124 days 2296.6
TCGA-B6-A0RM-01A 57 years, female, black or african american, stage:Stage X, dead, 2373 days 2295.1
TCGA-GM-A2DK-01A 58 years, female, white, stage:Stage I, alive, 2645 days 2290.4
TCGA-E9-A1R6-01A 63 years, female, white, stage:Stage IIA, alive, 339 days 2287.5
TCGA-D8-A1JJ-01A 54 years, female, white, stage:Stage IIA, alive, 611 days 2285.1
TCGA-AR-A0TR-01A 68 years, female, white, stage:Stage IIB, dead, 160 days 2285.0
TCGA-BH-A0DS-01A 71 years, female, white, stage:Stage IIIA, alive, 78 days 2283.2
TCGA-D8-A142-01A 74 years, female, white, stage:Stage IIB, alive, 425 days 2282.1
TCGA-D8-A1X9-01A 66 years, female, white, stage:Stage IIB, alive, 727 days 2279.7
TCGA-C8-A1HM-01A 74 years, female, asian, stage:Stage IIA, alive, 375 days 2279.5
TCGA-D8-A73W-01A 79 years, female, white, stage:Stage IIIA, dead, 385 days 2273.9
TCGA-AN-A0FT-01A 63 years, female, white, stage:Stage IIB, alive, 214 days 2267.3
TCGA-BH-A18L-01A 50 years, female, white, stage:Stage IIIA, dead, 811 days 2258.7
TCGA-BH-A18H-01A 63 years, female, white, stage:Stage IA, alive, 652 days 2258.7
TCGA-B6-A0WW-01A 58 years, female, black or african american, stage:Stage X, dead, 558 days 2258.7
TCGA-A2-A1G1-01A 85 years, female, white, stage:Stage IIB, alive, 584 days 2255.7
TCGA-AR-A0TS-01A 46 years, female, white, stage:Stage IIB, alive, 2558 days 2254.0
TCGA-E2-A1B0-01A 50 years, female, white, stage:Stage IIIA, alive, 1631 days 2251.7
TCGA-BH-A18R-01A 50 years, female, white, stage:Stage IIA, dead, 1142 days 2245.7
TCGA-AR-A24N-01A 54 years, female, white, stage:Stage I, alive, 3035 days 2243.4
TCGA-BH-A0HI-01A 78 years, female, white, stage:Stage IA, alive, 620 days 2240.0
TCGA-A1-A0SM-01A 77 years, male, white, stage:Stage IIA, alive, 242 days 2237.9
TCGA-AR-A24M-01A 38 years, female, white, stage:Stage IIIA, alive, 3660 days 2233.2
TCGA-D8-A1XM-01A 57 years, female, white, stage:Stage IA, alive, 538 days 2229.2
TCGA-E2-A1B1-01A 45 years, female, white, stage:Stage IIB, alive, 2653 days 2227.5
TCGA-E9-A22A-01A 74 years, female, white, stage:Stage IIA, alive, 1189 days 2225.7
TCGA-A8-A0A1-01A 84 years, female, stage:Stage IIA, alive, 365 days 2223.4
TCGA-BH-A0BP-01A 76 years, female, white, stage:Stage I, dead, 2296 days 2208.9
TCGA-AN-A0XP-01A 69 years, female, white, stage:Stage IIIA, alive, 9 days 2206.9
TCGA-GM-A2DF-01A 53 years, female, black or african american, stage:Stage IIA, alive, 2155 days 2205.0
TCGA-A2-A0YC-01A 59 years, female, white, stage:Stage IIB, alive, 990 days 2204.9
TCGA-A2-A3KD-01A 47 years, female, white, stage:Stage IIIA, alive, 1206 days 2201.5
TCGA-BH-A1EU-01A 83 years, female, white, stage:Stage I, dead, 1286 days 2198.6
TCGA-E9-A2JS-01A 72 years, female, white, stage:Stage IIB, dead, 904 days 2198.4
TCGA-C8-A12O-01A 50 years, female, asian, stage:Stage IIA, alive, 385 days 2192.7
TCGA-A8-A07S-01A 73 years, female, stage:Stage IIA, alive, 243 days 2187.1
TCGA-AO-A12E-01A 51 years, female, white, stage:Stage IIB, alive, 2142 days 2181.7
TCGA-EW-A2FR-01A 59 years, female, black or african american, stage:Stage IIIC, alive, 1673 days 2172.1
TCGA-A1-A0SG-01A 61 years, female, white, stage:Stage IIB, alive, 434 days 2171.3
TCGA-AO-A0JF-01A 68 years, female, white, stage:Stage IIA, alive, 1980 days 2165.1
TCGA-A8-A08X-01A 43 years, female, stage:Stage IIIC, alive, 1308 days 2161.3
TCGA-B6-A2IU-01A 62 years, female, white, stage:Stage IIA, alive, 5176 days 2158.4
TCGA-E9-A1N6-01A 52 years, female, white, stage:Stage IIB, dead, 678 days 2153.4
TCGA-AN-A041-01A 29 years, female, white, stage:Stage IIB, alive, 7 days 2153.2
TCGA-C8-A26X-01A 58 years, female, asian, stage:Stage IIA, alive, 376 days 2151.5
TCGA-E2-A156-01A 61 years, female, white, stage:Stage I, alive, 726 days 2149.2
TCGA-BH-A0B7-01A 42 years, female, white, stage:Stage IIB, alive, 2559 days 2148.4
TCGA-AO-A0J5-01A 48 years, female, white, stage:Stage IV, dead, 792 days 2145.0
TCGA-A8-A084-01A 81 years, female, stage:Stage IIB, alive, 458 days 2142.9
TCGA-A8-A07J-01A 35 years, female, stage:Stage IIB, alive, 365 days 2134.2
TCGA-A8-A08R-01A 52 years, female, stage:Stage IIB, alive, 30 days 2133.2
TCGA-C8-A12L-01A 67 years, female, asian, stage:Stage IIA, alive, 363 days 2128.7
TCGA-B6-A0WS-01A 58 years, female, black or african american, stage:Stage X, dead, 2965 days 2123.1
TCGA-C8-A27B-01A 48 years, female, asian, stage:Stage IIB, alive, 439 days 2117.6
TCGA-E2-A10B-01A 67 years, female, white, stage:Stage IIB, alive, 1141 days 2117.6
TCGA-BH-A1FE-01A 31 years, female, white, stage:Stage IIB, dead, 2273 days 2107.1
TCGA-A8-A09I-01A 84 years, female, stage:Stage IIA, alive, 1371 days 2105.1
TCGA-E2-A1IU-01A 60 years, female, white, stage:Stage IA, alive, 337 days 2104.0
TCGA-BH-A0DE-01A 62 years, female, white, stage:Stage IIA, alive, 2372 days 2094.6
TCGA-AO-A12D-01A 43 years, female, white, stage:Stage IIA, alive, 2515 days 2092.4
TCGA-A2-A0EV-01A 80 years, female, white, stage:Stage IA, alive, 968 days 2086.7
TCGA-A8-A06U-01A 80 years, female, stage:Stage IIB, dead, 883 days 2082.7
TCGA-D8-A1XD-01A 36 years, female, white, stage:Stage IIIA, alive, 522 days 2074.4
TCGA-A7-A26H-01A 72 years, female, white, stage:Stage IIA, alive, 724 days 2066.5
TCGA-B6-A0I9-01A 62 years, female, white, stage:Stage IV, dead, 362 days 2066.1
TCGA-A8-A06R-01A 69 years, female, stage:Stage IIB, alive, 547 days 2063.5
TCGA-A1-A0SH-01A 39 years, female, white, stage:Stage IIA, alive, 1437 days 2062.9
TCGA-GM-A2DC-01A 57 years, female, white, stage:Stage IIA, alive, 2535 days 2062.5
TCGA-A2-A1FV-01A 74 years, female, white, stage:Stage IIB, alive, 714 days 2060.2
TCGA-D8-A1JI-01A 54 years, female, white, stage:Stage IIA, alive, 577 days 2057.9
TCGA-AN-A0XS-01A 63 years, female, white, stage:Stage IIIA, alive, 10 days 2055.5
TCGA-D8-A140-01A 62 years, female, white, stage:Stage IIB, alive, 403 days 2054.4
TCGA-C8-A3M8-01A 68 years, female, asian, stage:Stage IA, alive, 394 days 2054.1
TCGA-E9-A1RC-01A 56 years, female, white, stage:Stage IIIC, alive, 1224 days 2050.8
TCGA-AR-A1AJ-01A 83 years, female, white, stage:Stage I, alive, 2383 days 2050.4
TCGA-A2-A0D4-01A 37 years, female, black or african american, stage:Stage IIB, alive, 767 days 2050.3
TCGA-AO-A0JM-01A 40 years, female, stage:Stage IIB, alive, 2184 days 2046.9
TCGA-AN-A0XL-01A 61 years, female, white, stage:Stage IIA, alive, 163 days 2040.0
TCGA-D8-A27E-01A 66 years, female, white, stage:Stage IA, alive, 530 days 2039.4
TCGA-EW-A1P5-01A 77 years, female, white, stage:Stage IIB, alive, 703 days 2032.1
TCGA-A7-A26G-01A 50 years, female, black or african american, stage:Stage IIA, alive, 722 days 2025.5
TCGA-E2-A1L9-01A 40 years, female, white, stage:Stage IIA, alive, 598 days 2020.8
TCGA-BH-A1EO-01A 68 years, female, white, stage:Stage IIA, dead, 2798 days 2008.0
TCGA-A8-A099-01A 76 years, female, stage:Stage X, alive, 304 days 2006.6
TCGA-AR-A0TT-01A 53 years, female, black or african american, stage:Stage IIIA, alive, 3316 days 2002.1
TCGA-A2-A0YI-01A 62 years, female, white, stage:Stage I, alive, 1505 days 2001.3
TCGA-A2-A0YJ-01A 39 years, female, white, stage:Stage IIIA, alive, 566 days 1997.8
TCGA-BH-A18S-01A 79 years, female, white, stage:Stage I, dead, 2009 days 1989.5
TCGA-E2-A15I-01A 44 years, female, white, stage:Stage IIA, alive, 1692 days 1986.4
TCGA-EW-A1PE-01A 56 years, female, white, stage:Stage IIA, alive, 320 days 1983.2
TCGA-A8-A06Q-01A 63 years, female, stage:Stage IIIA, alive, 31 days 1980.8
TCGA-AN-A03X-01A 74 years, female, white, stage:Stage IIA, alive, 10 days 1977.8
TCGA-C8-A1HN-01A 56 years, female, asian, stage:Stage IIA, alive, 394 days 1970.7
TCGA-AR-A1AV-01A 68 years, male, white, stage:Stage IIB, alive, 1864 days 1970.7
TCGA-GM-A2DB-01A 62 years, female, white, stage:Stage IIA, alive, 2406 days 1970.2
TCGA-E2-A1IL-01A 78 years, female, white, stage:Stage IIA, alive, 118 days 1968.3
TCGA-A2-A4S1-01A 66 years, female, white, stage:Stage IIA, alive, 820 days 1966.5
TCGA-A8-A0A2-01A 66 years, female, stage:Stage IIA, alive, 579 days 1963.5
TCGA-AR-A2LK-01A 62 years, female, white, stage:Stage III, dead, 1649 days 1958.1
TCGA-A8-A08L-01A 89 years, female, stage:Stage IIIA, dead, 30 days 1957.5
TCGA-A8-A0A6-01A 64 years, female, stage:Stage IIIC, alive, 640 days 1956.5
TCGA-A8-A06P-01A 63 years, female, stage:Stage IIIA, alive, 396 days 1943.1
TCGA-E2-A14T-01A 52 years, female, white, stage:Stage IIA, alive, 2311 days 1939.9
TCGA-AN-A0XV-01A 67 years, female, white, stage:Stage IIIA, alive, 162 days 1939.9
TCGA-E2-A155-01A 58 years, female, white, stage:Stage IIB, alive, 640 days 1934.1
TCGA-A2-A25C-01A 50 years, female, white, stage:Stage IIB, alive, 523 days 1931.7
TCGA-AR-A0TX-01A 64 years, female, stage:Stage IIA, alive, 1972 days 1926.9
TCGA-AO-A0JG-01A 49 years, female, white, stage:Stage IIIA, alive, 798 days 1926.1
TCGA-C8-A12Z-01A 45 years, female, asian, stage:Stage IIB, alive, 382 days 1925.3
TCGA-AQ-A0Y5-01A 70 years, female, white, stage:Stage IIIA, dead, 172 days 1916.6
TCGA-D8-A1XU-01A 56 years, female, white, stage:Stage IA, alive, 395 days 1910.8
TCGA-E2-A15T-01A 65 years, female, white, stage:Stage IIA, alive, 1563 days 1910.8
TCGA-A8-A07U-01A 66 years, female, stage:Stage IIIA, alive, 760 days 1910.6
TCGA-A8-A09V-01A 51 years, female, stage:Stage IIA, alive, 457 days 1910.3
TCGA-AC-A2FM-01A 87 years, female, white, stage:Stage IIB, dead, 792 days 1904.7
TCGA-A8-A07P-01A 68 years, female, stage:Stage IIB, alive, 334 days 1903.9
TCGA-BH-A0H6-01A 82 years, female, white, stage:Stage I, alive, 747 days 1898.3
TCGA-C8-A26V-01A 47 years, female, asian, stage:Stage IIIA, alive, 616 days 1890.8
TCGA-E9-A1RD-01A 67 years, female, white, stage:Stage IIA, alive, 34 days 1887.8
TCGA-B6-A0RO-01A 71 years, female, white, stage:Stage IIIB, alive, 4929 days 1886.7
TCGA-E9-A22H-01A 42 years, female, white, stage:Stage IIB, alive, 1232 days 1882.7
TCGA-C8-A12U-01A 46 years, female, asian, stage:Stage IIB, alive, 385 days 1881.4
TCGA-C8-A1HL-01A 38 years, female, asian, stage:Stage IIIA, alive, 317 days 1878.8
TCGA-A8-A09R-01A 82 years, female, stage:Stage IIB, alive, 273 days 1878.0
TCGA-E2-A10A-01A 41 years, female, white, stage:Stage IIB, alive, 1229 days 1872.5
TCGA-E2-A15S-01A 34 years, female, white, stage:Stage IIB, alive, 428 days 1868.7
TCGA-D8-A1J9-01A 48 years, female, white, stage:Stage IA, alive, 532 days 1868.4
TCGA-A8-A082-01A 58 years, female, stage:Stage IIB, alive, 549 days 1866.7
TCGA-A2-A0CU-01A 73 years, female, white, stage:Stage IIA, dead, 158 days 1862.0
TCGA-BH-A0DQ-01A 42 years, female, white, stage:Stage IIB, alive, 98 days 1856.2
TCGA-C8-A12P-01A 55 years, female, asian, stage:Stage IIB, alive, 358 days 1845.2
TCGA-B6-A0WT-01A 61 years, female, white, stage:Stage IIB, alive, 5739 days 1843.4
TCGA-A8-A08G-01A 41 years, female, stage:Stage IIA, alive, 607 days 1843.2
TCGA-B6-A0I8-01A 46 years, female, white, stage:Stage X, dead, 749 days 1842.4
TCGA-D8-A1XZ-01A 81 years, female, white, stage:Stage IIIA, alive, 466 days 1825.4
TCGA-E9-A248-01A 51 years, female, white, stage:Stage IIA, alive, 59 days 1823.4
TCGA-D8-A1XY-01A 74 years, female, white, stage:Stage IIA, alive, 503 days 1821.9
TCGA-C8-A27A-01A 48 years, female, asian, stage:Stage IIB, alive, 747 days 1809.9
TCGA-E2-A10E-01A 64 years, female, white, stage:Stage IIA, alive, 865 days 1807.3
TCGA-AR-A252-01A 50 years, female, white, stage:Stage I, alive, 2838 days 1805.1
TCGA-B6-A0X1-01A 48 years, female, white, stage:'--, dead, 7455 days 1799.9
TCGA-BH-A0GZ-01A 62 years, female, white, stage:Stage IIA, alive, 328 days 1799.8
TCGA-AR-A0TQ-01A 27 years, female, white, stage:Stage IIIA, alive, 2991 days 1796.9
TCGA-AO-A1KP-01A 77 years, female, white, stage:Stage IIA, alive, 2953 days 1792.7
TCGA-AR-A24R-01A 45 years, female, white, stage:Stage IIIA, alive, 3430 days 1784.8
TCGA-E9-A1RE-01A 74 years, female, white, stage:Stage IIIA, alive, 1419 days 1775.2
TCGA-E9-A243-01A 52 years, female, white, stage:Stage IIA, alive, 612 days 1760.4
TCGA-E2-A15C-01A 61 years, female, white, stage:Stage I, alive, 694 days 1755.3
TCGA-A7-A0D9-01A 37 years, female, white, stage:Stage IIA, alive, 1139 days 1755.0
TCGA-D8-A1X7-01A 40 years, female, white, stage:Stage IIA, alive, 509 days 1745.4
TCGA-A7-A0CH-01A 79 years, female, white, stage:Stage IIA, alive, 1079 days 1741.8
TCGA-S3-A6ZF-01A 64 years, female, black or african american, stage:Stage IIA, alive, 572 days 1741.7
TCGA-A2-A4S0-01A 77 years, female, white, stage:Stage IIA, alive, 706 days 1738.5
TCGA-B6-A1KI-01A 63 years, female, white, stage:Stage I, alive, 2236 days 1738.2
TCGA-E9-A1R5-01A 63 years, female, white, stage:Stage IA, alive, 92 days 1736.8
TCGA-EW-A6S9-01A 34 years, female, black or african american, stage:Stage IIA, alive, 463 days 1732.9
TCGA-A7-A6VY-01A 48 years, female, black or african american, stage:Stage IIB, alive, 266 days 1728.8
TCGA-E2-A159-01A 50 years, female, white, stage:Stage IIA, alive, 762 days 1724.5
TCGA-AO-A1KS-01A 69 years, female, white, stage:Stage IIA, alive, 350 days 1713.5
TCGA-EW-A6SA-01A 59 years, male, black or african american, stage:Stage II, alive, 510 days 1698.9
TCGA-BH-A0DH-01A 63 years, female, white, stage:Stage IIB, alive, 1156 days 1693.2
TCGA-C8-A278-01A 61 years, female, asian, stage:Stage IIIA, alive, 297 days 1684.1
TCGA-A8-A07W-01A 76 years, female, stage:Stage IV, alive, 304 days 1677.7
TCGA-A8-A06T-01A 75 years, female, stage:Stage IIIA, alive, 1614 days 1647.1
TCGA-BH-A1EY-01A 79 years, female, white, stage:Stage IIA, dead, 538 days 1641.8
TCGA-A8-A07I-01A 69 years, female, stage:Stage IIIA, alive, 426 days 1641.7
TCGA-A2-A0ER-01A 63 years, female, white, stage:Stage IB, alive, 2263 days 1618.4
TCGA-A2-A1FW-01A 62 years, female, white, stage:Stage IIIA, alive, 528 days 1610.3
TCGA-B6-A1KN-01A 57 years, female, white, stage:Stage IIIB, alive, 4233 days 1609.2
TCGA-D8-A1JF-01A 79 years, female, white, stage:Stage IIIA, alive, 366 days 1599.2
TCGA-BH-A0BR-01A 59 years, female, white, stage:Stage I, alive, 2330 days 1596.2
TCGA-A2-A0YG-01A 63 years, female, white, stage:Stage IIIC, alive, 666 days 1585.9
TCGA-AR-A24U-01A 47 years, female, white, stage:Stage IIA, alive, 3128 days 1582.2
TCGA-A8-A06Z-01A 84 years, female, stage:Stage IIB, alive, 31 days 1581.8
TCGA-AR-A0U3-01A 59 years, female, white, stage:Stage IIB, alive, 4080 days 1577.1
TCGA-BH-A1ET-01A 55 years, female, white, stage:Stage I, dead, 2520 days 1569.8
TCGA-AN-A0FZ-01A 45 years, female, white, stage:Stage IIIA, alive, 10 days 1564.3
TCGA-A2-A0SW-01A 82 years, female, white, stage:Stage IV, dead, 1365 days 1558.0
TCGA-C8-A1HE-01A 59 years, female, asian, stage:Stage IIA, alive, 375 days 1557.6
TCGA-E2-A1BC-01A 63 years, female, stage:Stage IA, alive, 501 days 1554.5
TCGA-D8-A1XT-01A 61 years, female, white, stage:Stage IIA, alive, 506 days 1548.3
TCGA-EW-A1J3-01A 61 years, female, white, stage:Stage IA, alive, 504 days 1544.0
TCGA-D8-A1XV-01A 84 years, female, white, stage:Stage IIA, alive, 461 days 1523.3
TCGA-AR-A251-01A 51 years, female, white, stage:Stage IIIA, alive, 3030 days 1519.6
TCGA-D8-A1X5-01A 81 years, female, white, stage:Stage IIIC, alive, 565 days 1514.7
TCGA-BH-A0BW-01A 71 years, female, black or african american, stage:Stage I, alive, 2371 days 1510.1
TCGA-AR-A0TW-01A 50 years, female, white, stage:Stage IIIA, alive, 3009 days 1509.7
TCGA-D8-A1XC-01A 85 years, female, white, stage:Stage IIIB, dead, 377 days 1507.6
TCGA-E2-A15P-01A 61 years, female, white, stage:Stage IA, alive, 595 days 1505.4
TCGA-S3-AA0Z-01A 63 years, female, black or african american, stage:Stage IIB, alive, 629 days 1501.2
TCGA-E9-A3Q9-01A 78 years, female, white, stage:Stage IIIC, alive, 1001 days 1496.4
TCGA-EW-A1J6-01A 70 years, female, white, stage:Stage I, alive, 875 days 1494.6
TCGA-A8-A08F-01A 59 years, female, stage:Stage IIIC, alive, 1004 days 1493.4
TCGA-AR-A24L-01A 26 years, female, white, stage:Stage IIB, dead, 2866 days 1492.5
TCGA-A8-A09K-01A 68 years, female, stage:Stage IIA, alive, 912 days 1483.2
TCGA-D8-A13Y-01A 52 years, female, white, stage:Stage IA, alive, 1728 days 1474.6
TCGA-A2-A0YT-01A 56 years, female, white, stage:Stage IIIB, dead, 723 days 1449.4
TCGA-A8-A091-01A 61 years, female, stage:Stage IIA, alive, 1004 days 1447.5
TCGA-BH-A1EX-01A 67 years, female, white, stage:Stage IIB, dead, 1508 days 1428.7
TCGA-AO-A03V-01A 41 years, female, white, stage:Stage I, alive, 1351 days 1427.0
TCGA-A7-A4SB-01A 56 years, female, white, stage:Stage IIIA, alive, 418 days 1421.9
TCGA-GI-A2C8-01A 63 years, female, white, stage:Stage IIIB, alive, 225 days 1409.8
TCGA-D8-A1JA-01A 60 years, female, white, stage:'--, alive, 502 days 1409.2
TCGA-EW-A1IY-01A 38 years, female, asian, stage:Stage I, alive, 258 days 1408.6
TCGA-E2-A106-01A 34 years, female, asian, stage:Stage IB, alive, 2541 days 1399.0
TCGA-AO-A0JE-01A 53 years, female, black or african american, stage:Stage IIIA, alive, 2335 days 1395.6
TCGA-E9-A1R4-01A 66 years, female, white, stage:Stage IA, alive, 186 days 1380.8
TCGA-BH-A1FG-01A 88 years, female, white, stage:Stage I, dead, 577 days 1375.5
TCGA-BH-A0E7-01A 79 years, female, white, stage:Stage IIB, alive, 1363 days 1374.6
TCGA-E9-A24A-01A 69 years, female, white, stage:Stage IIA, alive, 747 days 1373.3
TCGA-D8-A1J8-01A 77 years, female, white, stage:Stage IIB, alive, 431 days 1370.4
TCGA-EW-A1PA-01A 59 years, female, white, stage:Stage IIB, alive, 575 days 1351.0
TCGA-AN-A0FV-01A 58 years, female, white, stage:Stage IIA, alive, 10 days 1331.7
TCGA-A2-A0YF-01A 67 years, female, black or african american, stage:Stage I, alive, 1535 days 1329.6
TCGA-D8-A1JE-01A 62 years, female, white, stage:Stage IIA, alive, 575 days 1326.8
TCGA-AR-A0U2-01A 47 years, female, white, stage:Stage IIIA, dead, 2551 days 1306.4
TCGA-BH-A1F8-01A 90 years, female, white, stage:Stage IIIB, dead, 1 days 1302.4
TCGA-C8-A12Q-01A 78 years, female, asian, stage:Stage IIIA, dead, 385 days 1188.1
TCGA-E9-A1RH-01A 63 years, female, white, stage:Stage IIA, alive, 1417 days 1187.7
TCGA-AC-A23C-01A 62 years, female, white, stage:Stage IIB, alive, 585 days 1141.4
TCGA-BH-A1F2-01A 53 years, female, white, stage:Stage IIIB, dead, 959 days 1088.7
TCGA-BH-A204-01A 80 years, female, white, stage:Stage IIB, dead, 2534 days 1068.9
TCGA-A7-A0DC-01A 63 years, female, white, stage:Stage IA, alive, 906 days 1002.5
TCGA-E9-A226-01A 45 years, female, white, stage:Stage IIIA, dead, 1048 days 986.6
TCGA-BH-A1F5-01A 62 years, female, white, stage:Stage IIA, dead, 2712 days 776.0
TCGA-E9-A1R7-01A 64 years, female, white, stage:Stage IIA, alive, 1467 days 765.8
TCGA-D8-A1JT-01A 70 years, female, white, stage:Stage IIA, alive, 405 days 717.4
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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.

: 1112.93
Median expressioni

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.

: N/A
Median follow up timei

Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.

: N/A
P scorei

Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.

N/A
5-year survival highi

5-year survival for patients with higher expression than the expression cutoff.

For melanoma and glioma, 3-year survival is shown.

N/A
5-year survival lowi

5-year survival for patients with lower expression than the expression cutoff.

For melanoma and glioma, 3-year survival is shown.

N/A
TCGA RNA samplesi

RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .

Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.

Average pTPM 1276.8
Number of samples 50
Samples
Sample Description pTPM
DO228431 32 years, female, NA, stage:2, alive, 2915 days 2932.6
DO228247 33 years, female, NA, stage:3, dead, 2584 days 2329.2
DO228483 34 years, female, NA, stage:0, alive, 1994 days 2321.1
DO228460 25 years, female, NA, stage:2, alive, 3385 days 2262.8
DO228404 29 years, female, NA, stage:1, alive, 3737 days 2025.3
DO228427 31 years, female, NA, stage:2, alive, 3995 days 2004.3
DO228409 31 years, female, NA, stage:1, alive, 4423 days 1864.3
DO228246 26 years, female, NA, stage:3, dead, 327 days 1768.1
DO228272 32 years, female, NA, stage:2, alive, 4126 days 1700.7
DO228516 35 years, female, NA, stage:2, alive, 447 days 1637.2
DO228430 31 years, female, NA, stage:1, alive, 4647 days 1585.9
DO228441 29 years, female, NA, stage:1, dead, 147 days 1579.8
DO228276 32 years, female, NA, stage:2, alive, 4613 days 1555.2
DO228439 33 years, female, NA, stage:1, alive, 1845 days 1485.9
DO228509 33 years, female, NA, stage:1, alive, 377 days 1469.3
DO228471 28 years, female, NA, stage:2, alive, 1827 days 1367.3
DO228350 34 years, female, NA, stage:1, alive, 3069 days 1364.2
DO228433 34 years, female, NA, stage:3, alive, 1929 days 1352.0
DO228300 35 years, female, NA, stage:2, alive, 952 days 1329.4
DO228488 30 years, female, NA, stage:2, alive, 991 days 1320.6
DO228455 34 years, female, NA, stage:1, alive, 3115 days 1290.3
DO228477 33 years, female, NA, stage:3, alive, 2188 days 1279.5
DO228506 32 years, female, NA, stage:1, alive, 489 days 1266.3
DO228426 35 years, female, NA, stage:2, alive, 4129 days 1244.2
DO228340 34 years, female, NA, stage:3, dead, 1051 days 1235.4
DO228268 35 years, female, NA, stage:2, alive, 5084 days 1222.4
DO228502 27 years, female, NA, stage:1, alive, 164 days 1222.4
DO229483 34 years, female, NA, stage:0, alive, 299 days 1213.8
DO228266 33 years, female, NA, stage:2, dead, 3785 days 1203.6
DO228310 33 years, female, NA, stage:2, dead, 153 days 1175.4
DO228452 32 years, female, NA, stage:2, dead, 1354 days 1166.7
DO228423 34 years, female, NA, stage:2, alive, 4136 days 1148.4
DO228449 27 years, female, NA, stage:2, alive, 4896 days 1142.4
DO228295 31 years, female, NA, stage:2, dead, 2616 days 1112.9
DO228260 32 years, female, NA, stage:2, alive, 3026 days 1053.4
DO228332 33 years, female, NA, stage:2, alive, 4776 days 1052.0
DO228479 27 years, female, NA, stage:2, alive, 1985 days 1023.0
DO228256 29 years, female, NA, stage:2, alive, 2312 days 1004.8
DO228262 33 years, female, NA, stage:2, alive, 3889 days 993.0
DO228356 33 years, female, NA, stage:2, dead, 3732 days 964.2
DO228383 30 years, female, NA, stage:2, alive, 3975 days 947.5
DO228307 35 years, female, NA, stage:2, alive, 4928 days 940.7
DO228319 35 years, female, NA, stage:1, alive, 4716 days 935.3
DO228293 28 years, female, NA, stage:2, alive, 4339 days 903.0
DO228283 33 years, female, NA, stage:3, alive, 5180 days 853.5
DO228453 34 years, female, NA, stage:0, alive, 4157 days 310.7
DO228521 32 years, female, NA, stage:1, alive, 287 days 239.1
DO228321 35 years, female, NA, stage:2, dead, 4286 days 198.3
DO228290 31 years, female, NA, stage:2, alive, 4268 days 198.2
DO228499 29 years, female, NA, stage:1, alive, 284 days 46.5
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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.

Pending cancer tissue analysis

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