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RPS27
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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.

RPS27 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.

: 5664.97
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 6790.5
Number of samples 1022
Samples
Sample Description pTPM
TCGA-AR-A24K-01A 46 years, female, white, stage:Stage IIA, alive, 1548 days 21742.3
TCGA-A2-A0CV-01A 41 years, female, asian, stage:Stage IIB, alive, 3011 days 19364.1
TCGA-BH-A0B9-01A 44 years, female, white, stage:Stage IA, alive, 1572 days 17412.8
TCGA-BH-A0HK-01A 81 years, female, white, stage:Stage IIB, alive, 178 days 16965.5
TCGA-BH-A1FJ-01A 66 years, female, white, stage:Stage IIIA, dead, 1927 days 16595.0
TCGA-WT-AB41-01A 55 years, female, black or african american, stage:Stage IIB, alive, 1611 days 16564.9
TCGA-E9-A249-01A 45 years, female, white, stage:Stage IIA, alive, 217 days 16381.9
TCGA-E9-A244-01A 54 years, female, white, stage:Stage IIA, alive, 21 days 16152.4
TCGA-GM-A5PX-01A 65 years, female, white, stage:Stage IIB, alive, 551 days 16015.8
TCGA-A8-A08C-01A 65 years, female, stage:Stage IIA, alive, 881 days 15799.1
TCGA-AC-A2BK-01A 78 years, female, black or african american, stage:Stage IIIA, alive, 2222 days 15770.7
TCGA-EW-A1P0-01A 55 years, female, white, stage:Stage IIB, alive, 1251 days 15227.2
TCGA-AR-A2LR-01A 49 years, female, white, stage:Stage I, alive, 1742 days 15207.4
TCGA-E2-A15J-01A 51 years, female, white, stage:Stage I, alive, 1640 days 15128.0
TCGA-BH-A0E0-01A 38 years, female, white, stage:Stage IIIC, alive, 134 days 14886.2
TCGA-B6-A0X0-01A 54 years, female, white, stage:Stage I, dead, 3945 days 14879.1
TCGA-AN-A03X-01A 74 years, female, white, stage:Stage IIA, alive, 10 days 14742.6
TCGA-A2-A0T5-01A 39 years, female, white, stage:Stage IIA, alive, 531 days 14500.8
TCGA-AR-A2LE-01A 69 years, female, white, stage:Stage I, alive, 5062 days 14495.9
TCGA-E9-A3X8-01A 48 years, female, white, stage:Stage IIB, alive, 926 days 14477.4
TCGA-LL-A5YL-01A 64 years, female, white, stage:Stage IIB, alive, 519 days 14285.5
TCGA-AC-A3TM-01A 50 years, female, white, stage:Stage IIIA, alive, 762 days 14145.2
TCGA-LL-A5YN-01A 46 years, female, black or african american, stage:Stage IIA, alive, 447 days 14009.5
TCGA-LL-A6FR-01A 50 years, female, black or african american, stage:Stage IIA, alive, 489 days 13919.7
TCGA-LL-A5YP-01A 49 years, female, black or african american, stage:Stage IIB, alive, 450 days 13883.0
TCGA-D8-A1Y3-01A 61 years, female, white, stage:Stage IIIA, alive, 430 days 13834.0
TCGA-AR-A1AT-01A 62 years, female, white, stage:Stage IIA, dead, 1272 days 13827.9
TCGA-OL-A5RX-01A 51 years, female, black or african american, stage:Stage IA, alive, 878 days 13790.7
TCGA-AR-A1AS-01A 54 years, female, asian, stage:Stage IIB, alive, 1150 days 13603.3
TCGA-BH-A0DP-01A 60 years, female, white, stage:Stage IIB, alive, 476 days 13476.6
TCGA-A2-A0D3-01A 42 years, female, white, stage:Stage IA, alive, 1873 days 13347.3
TCGA-BH-A0AV-01A 52 years, female, black or african american, stage:Stage I, alive, 1820 days 13295.9
TCGA-BH-A28Q-01A 46 years, female, white, stage:Stage IIB, alive, 1119 days 13159.9
TCGA-A2-A0SY-01A 62 years, female, white, stage:Stage IIIA, alive, 1347 days 12833.7
TCGA-AN-A0AJ-01A 79 years, female, white, stage:Stage IIB, alive, 303 days 12808.3
TCGA-LL-A50Y-01A 84 years, female, white, stage:Stage IIA, alive, 762 days 12756.7
TCGA-AR-A0TP-01A 43 years, female, white, stage:Stage IIA, alive, 4275 days 12651.3
TCGA-5L-AAT1-01A 63 years, female, white, stage:Stage IV, alive, 1471 days 12559.5
TCGA-E9-A1RA-01A 48 years, female, white, stage:Stage IA, alive, 1369 days 12525.4
TCGA-D8-A1XO-01A 56 years, female, white, stage:Stage IIB, alive, 1682 days 12449.7
TCGA-AR-A256-01A 45 years, female, white, stage:Stage IIA, dead, 2854 days 12392.8
TCGA-BH-A0B0-01A 56 years, female, black or african american, stage:Stage I, alive, 2477 days 12288.4
TCGA-BH-A0BQ-01A 39 years, female, white, stage:Stage I, alive, 2255 days 12273.6
TCGA-BH-A0B8-01A 64 years, female, white, stage:Stage I, alive, 1569 days 12207.1
TCGA-AQ-A1H3-01A 49 years, female, white, stage:Stage IIIC, alive, 989 days 12137.3
TCGA-E2-A158-01A 43 years, female, white, stage:Stage IIA, alive, 450 days 12102.4
TCGA-AO-A0JC-01A 64 years, female, white, stage:Stage IIA, alive, 1547 days 11948.6
TCGA-A2-A3XU-01A 35 years, female, black or african american, stage:Stage IIB, dead, 912 days 11886.9
TCGA-E9-A1RB-01A 40 years, female, white, stage:Stage IIA, dead, 976 days 11774.7
TCGA-D8-A1XR-01A 56 years, female, white, stage:Stage IIB, alive, 482 days 11741.0
TCGA-A8-A093-01A 61 years, female, stage:Stage IIA, alive, 546 days 11732.2
TCGA-B6-A0RP-01A 73 years, female, white, stage:'--, dead, 3126 days 11726.2
TCGA-AN-A03Y-01A 66 years, female, white, stage:Stage IIA, alive, 10 days 11722.4
TCGA-A8-A07O-01A 51 years, female, stage:Stage IIA, alive, 304 days 11696.8
TCGA-D8-A1JS-01A 77 years, female, white, stage:Stage IA, alive, 371 days 11690.2
TCGA-E2-A15D-01A 47 years, female, white, stage:Stage IIA, alive, 526 days 11644.1
TCGA-AR-A24X-01A 52 years, female, white, stage:Stage IIA, alive, 3004 days 11611.7
TCGA-A8-A095-01A 45 years, female, stage:Stage I, alive, 1277 days 11557.8
TCGA-BH-A0H3-01A 46 years, female, white, stage:Stage I, alive, 1928 days 11483.7
TCGA-BH-A1FL-01A 69 years, female, white, stage:Stage IIB, dead, 1673 days 11350.3
TCGA-AC-A6IW-01A 73 years, female, black or african american, stage:Stage IIA, alive, 413 days 11345.0
TCGA-EW-A1J5-01A 59 years, female, white, stage:Stage IIB, alive, 477 days 11334.9
TCGA-BH-A18G-01A 81 years, female, white, stage:Stage IA, alive, 149 days 11283.4
TCGA-A2-A0CK-01A 60 years, female, white, stage:Stage IIIA, alive, 4159 days 11274.0
TCGA-LD-A66U-01A 44 years, female, white, stage:Stage IIB, alive, 646 days 11189.9
TCGA-BH-A1FN-01A 34 years, female, white, stage:Stage IIA, dead, 2192 days 11186.8
TCGA-Z7-A8R5-01A 61 years, female, white, stage:Stage IIIA, alive, 3287 days 11185.7
TCGA-BH-AB28-01A 53 years, female, white, stage:Stage IIIA, alive, 287 days 11174.8
TCGA-A8-A07S-01A 73 years, female, stage:Stage IIA, alive, 243 days 11172.8
TCGA-A1-A0SE-01A 56 years, female, white, stage:Stage I, alive, 1321 days 11118.6
TCGA-A7-A6VW-01A 48 years, female, black or african american, stage:Stage IIA, alive, 285 days 11062.3
TCGA-AR-A1AN-01A 46 years, female, white, stage:Stage IIA, alive, 2920 days 10927.2
TCGA-E2-A574-01A 44 years, female, black or african american, stage:Stage IIA, alive, 1179 days 10911.0
TCGA-A7-A5ZW-01A 47 years, female, black or african american, stage:Stage IIA, alive, 326 days 10900.5
TCGA-AN-A0FW-01A 67 years, female, white, stage:Stage IIIA, alive, 11 days 10899.5
TCGA-AN-A0AR-01A 55 years, female, white, stage:Stage IIA, alive, 10 days 10832.6
TCGA-OL-A66L-01A 71 years, female, black or african american, stage:Stage IA, alive, 1301 days 10820.0
TCGA-AN-A0AS-01A 70 years, female, white, stage:Stage IIIA, alive, 10 days 10812.2
TCGA-E9-A1NC-01A 61 years, female, white, stage:Stage IIB, alive, 1203 days 10797.2
TCGA-A2-A0CY-01A 63 years, female, white, stage:Stage IIB, alive, 1673 days 10794.0
TCGA-AN-A0FS-01A 55 years, female, white, stage:Stage IA, alive, 210 days 10743.9
TCGA-AO-A0J8-01A 61 years, female, white, stage:Stage IIA, alive, 680 days 10731.8
TCGA-A2-A0YL-01A 48 years, female, white, stage:Stage IIIA, alive, 1474 days 10683.8
TCGA-E2-A1B5-01A 46 years, female, white, stage:Stage IIA, alive, 984 days 10676.1
TCGA-E9-A1R5-01A 63 years, female, white, stage:Stage IA, alive, 92 days 10671.5
TCGA-AC-A7VC-01A 56 years, female, white, stage:Stage IIB, alive, 1 days 10665.4
TCGA-E9-A2JT-01A 63 years, female, white, stage:Stage IIA, alive, 288 days 10625.2
TCGA-EW-A1IY-01A 38 years, female, asian, stage:Stage I, alive, 258 days 10594.9
TCGA-AO-A12C-01A 42 years, female, white, stage:Stage IIB, alive, 2372 days 10577.9
TCGA-A2-A04T-01A 62 years, female, white, stage:Stage IIA, alive, 2246 days 10570.3
TCGA-E2-A1II-01A 51 years, female, white, stage:Stage I, alive, 1025 days 10479.1
TCGA-E9-A6HE-01A 45 years, female, white, stage:Stage IIIC, alive, 847 days 10430.2
TCGA-E9-A5FK-01A 60 years, female, white, stage:Stage IIIC, alive, 812 days 10327.9
TCGA-A2-A0YD-01A 63 years, female, white, stage:Stage IIB, alive, 769 days 10319.4
TCGA-A8-A099-01A 76 years, female, stage:Stage X, alive, 304 days 10318.5
TCGA-A7-A5ZX-01A 48 years, female, white, stage:Stage IIIC, alive, 336 days 10312.1
TCGA-B6-A402-01A 47 years, female, black or african american, stage:Stage I, alive, 2281 days 10291.2
TCGA-D8-A27T-01A 53 years, female, white, stage:Stage IIIC, alive, 398 days 10255.3
TCGA-E2-A154-01A 68 years, female, white, stage:Stage I, alive, 591 days 10230.0
TCGA-AC-A6NO-01A 43 years, female, black or african american, stage:Stage IIB, alive, 51 days 10202.7
TCGA-E9-A1N8-01A 48 years, female, white, stage:Stage IIA, alive, 1039 days 10175.0
TCGA-A1-A0SB-01A 70 years, female, white, stage:Stage I, alive, 259 days 10156.3
TCGA-OL-A66K-01A 72 years, female, white, stage:Stage IIA, dead, 1275 days 10117.6
TCGA-E9-A1NA-01A 58 years, female, white, stage:Stage IIA, alive, 1112 days 10083.2
TCGA-AC-A23E-01A 50 years, female, white, stage:Stage IIB, alive, 698 days 10074.3
TCGA-D8-A1XL-01A 34 years, female, white, stage:Stage IIB, alive, 606 days 10052.9
TCGA-B6-A0RN-01A 60 years, female, white, stage:Stage IA, alive, 8008 days 10023.5
TCGA-AO-A0J4-01A 41 years, female, black or african american, stage:Stage IA, alive, 1587 days 10020.1
TCGA-B6-A3ZX-01A 50 years, female, black or african american, stage:Stage IV, dead, 1152 days 9994.1
TCGA-A2-A0CR-01A 54 years, female, asian, stage:Stage IIB, alive, 3283 days 9992.9
TCGA-BH-A0EA-01A 72 years, female, white, stage:Stage IIA, dead, 991 days 9889.3
TCGA-AN-A0XO-01A 59 years, female, white, stage:Stage IIIA, alive, 375 days 9885.5
TCGA-A8-A08B-01A 52 years, female, stage:Stage IIA, alive, 1156 days 9826.9
TCGA-A7-A56D-01A 84 years, female, black or african american, stage:Stage IIA, alive, 448 days 9824.8
TCGA-E2-A1BD-01A 53 years, female, white, stage:Stage IIA, alive, 1133 days 9814.4
TCGA-D8-A73X-01A 53 years, female, white, stage:Stage IIA, alive, 767 days 9811.4
TCGA-BH-A18V-01A 48 years, female, white, stage:Stage IIB, dead, 1556 days 9809.2
TCGA-A8-A08T-01A 64 years, female, stage:Stage IV, dead, 3409 days 9804.3
TCGA-GM-A3XN-01A 44 years, female, white, stage:Stage IIIA, alive, 2019 days 9798.2
TCGA-AN-A0XT-01A 54 years, female, white, stage:Stage IIIA, alive, 10 days 9782.9
TCGA-BH-A0DT-01A 41 years, female, white, stage:Stage IIA, alive, 2403 days 9769.7
TCGA-BH-A42T-01A 75 years, female, black or african american, stage:Stage IIA, dead, 320 days 9759.4
TCGA-AC-A3YJ-01A 66 years, female, white, stage:Stage IIA, alive, 754 days 9757.6
TCGA-D8-A1JM-01A 59 years, female, white, stage:Stage IIB, alive, 590 days 9740.7
TCGA-AR-A2LJ-01A 40 years, female, white, stage:Stage IIIA, alive, 2632 days 9704.2
TCGA-AC-A3QP-01A 79 years, female, white, stage:Stage IIB, alive, 675 days 9696.1
TCGA-BH-A42U-01A 80 years, female, black or african american, stage:Stage IIA, alive, 3364 days 9689.8
TCGA-BH-A0BD-01A 47 years, female, white, stage:Stage IIA, alive, 554 days 9678.0
TCGA-AR-A24M-01A 38 years, female, white, stage:Stage IIIA, alive, 3660 days 9626.9
TCGA-AO-A03P-01A 54 years, female, black or african american, stage:Stage IIB, dead, 2911 days 9591.5
TCGA-BH-A0HP-01A 65 years, female, white, stage:Stage IIIA, alive, 414 days 9586.3
TCGA-LL-A5YM-01A 88 years, female, black or african american, stage:Stage IIIB, alive, 394 days 9570.6
TCGA-A2-A1G6-01A 50 years, female, white, stage:Stage IIIA, alive, 501 days 9568.0
TCGA-C8-A1HJ-01A 53 years, female, asian, stage:Stage IIA, alive, 5 days 9539.2
TCGA-AR-A1AR-01A 50 years, female, white, stage:Stage IIIA, dead, 524 days 9520.7
TCGA-A8-A08Z-01A 76 years, female, stage:'--, alive, 1217 days 9515.8
TCGA-BH-A0BC-01A 60 years, female, white, stage:Stage IIIC, alive, 974 days 9515.6
TCGA-AO-A0J7-01A 71 years, female, white, stage:Stage IIB, alive, 618 days 9512.7
TCGA-B6-A0WX-01A 40 years, female, black or african american, stage:Stage IIIA, dead, 639 days 9502.4
TCGA-A7-A0CG-01A 78 years, female, white, stage:Stage IIA, alive, 1043 days 9494.5
TCGA-PE-A5DE-01A 41 years, female, white, stage:Stage IIA, alive, 2645 days 9491.4
TCGA-AC-A3BB-01A 46 years, female, black or african american, stage:Stage IIIA, alive, 987 days 9479.6
TCGA-OL-A5RW-01A 40 years, female, black or african american, stage:Stage IIA, alive, 1106 days 9467.1
TCGA-A2-A0ET-01A 58 years, female, white, stage:Stage IIIA, alive, 1066 days 9458.2
TCGA-OL-A5S0-01A 66 years, female, black or african american, stage:Stage IIB, alive, 620 days 9457.7
TCGA-E9-A22G-01A 47 years, female, white, stage:Stage IIA, alive, 1239 days 9447.6
TCGA-LD-A7W6-01A 54 years, female, white, stage:Stage IIB, alive, 404 days 9438.5
TCGA-OL-A66N-01A 59 years, female, white, stage:Stage IIIC, alive, 792 days 9435.6
TCGA-A7-A26J-01A 49 years, female, white, stage:Stage IIA, alive, 627 days 9416.8
TCGA-JL-A3YX-01A 46 years, female, asian, stage:Stage IIA, alive, 352 days 9411.3
TCGA-E2-A109-01A 64 years, female, white, stage:Stage IIA, alive, 1417 days 9403.1
TCGA-OL-A66I-01A 36 years, female, black or african american, stage:Stage IIA, alive, 714 days 9383.6
TCGA-A7-A0CE-01A 57 years, female, white, stage:Stage IIA, alive, 1074 days 9360.0
TCGA-A8-A07I-01A 69 years, female, stage:Stage IIIA, alive, 426 days 9352.6
TCGA-B6-A0I1-01A 73 years, female, black or african american, stage:Stage IIA, dead, 2361 days 9315.7
TCGA-S3-A6ZG-01A 71 years, female, black or african american, stage:Stage IIB, alive, 562 days 9288.0
TCGA-BH-A42V-01A 41 years, female, black or african american, stage:Stage IB, alive, 635 days 9285.2
TCGA-AR-A1AK-01A 70 years, female, white, stage:Stage I, alive, 3159 days 9254.5
TCGA-A8-A07C-01A 57 years, female, stage:Stage IIA, alive, 1034 days 9236.3
TCGA-A1-A0SQ-01A 45 years, female, white, stage:Stage IIB, alive, 554 days 9232.1
TCGA-BH-A0B5-01A 40 years, female, white, stage:Stage IIIA, alive, 2136 days 9225.0
TCGA-GM-A2DI-01A 52 years, female, white, stage:Stage I, alive, 2590 days 9183.7
TCGA-D8-A1XG-01A 86 years, female, white, stage:Stage IIIB, alive, 448 days 9164.1
TCGA-A8-A092-01A 48 years, female, stage:Stage IIIA, alive, 942 days 9156.3
TCGA-AR-A24P-01A 47 years, female, white, stage:Stage I, alive, 84 days 9148.7
TCGA-BH-A0BT-01A 56 years, female, white, stage:Stage IIA, alive, 2365 days 9148.3
TCGA-AO-A0JJ-01A 54 years, female, white, stage:Stage IIB, alive, 1887 days 9145.8
TCGA-B6-A0RS-01A 38 years, female, white, stage:Stage IIA, dead, 3063 days 9121.0
TCGA-5T-A9QA-01A 52 years, female, black or african american, stage:Stage IIA, alive, 303 days 9107.6
TCGA-A8-A0A9-01A 80 years, female, stage:Stage IIA, alive, 822 days 9098.9
TCGA-OK-A5Q2-01A 59 years, female, stage:Stage II, alive, 64 days 9087.9
TCGA-AR-A0TR-01A 68 years, female, white, stage:Stage IIB, dead, 160 days 9085.0
TCGA-A1-A0SF-01A 54 years, female, white, stage:Stage IIA, alive, 1463 days 9082.6
TCGA-LD-A9QF-01A 73 years, female, black or african american, stage:Stage IA, alive, 323 days 9064.4
TCGA-B6-A400-01A 43 years, female, black or african american, stage:Stage IIIA, alive, 215 days 9062.2
TCGA-AR-A254-01A 50 years, female, white, stage:Stage IIIA, alive, 2605 days 9042.2
TCGA-BH-A0BJ-01A 41 years, female, white, stage:Stage IIB, alive, 660 days 9027.0
TCGA-A2-A0CO-01A 85 years, female, white, stage:Stage IIB, dead, 1468 days 9009.8
TCGA-AR-A24N-01A 54 years, female, white, stage:Stage I, alive, 3035 days 9003.3
TCGA-LL-A6FQ-01A 77 years, female, black or african american, stage:Stage IIIA, alive, 80 days 8997.2
TCGA-D8-A1X7-01A 40 years, female, white, stage:Stage IIA, alive, 509 days 8968.0
TCGA-AO-A12B-01A 63 years, female, white, stage:Stage IIA, alive, 2989 days 8941.0
TCGA-D8-A3Z5-01A 54 years, female, white, stage:Stage IIIC, alive, 1015 days 8931.9
TCGA-E2-A1IH-01A 80 years, female, white, stage:Stage I, alive, 1026 days 8914.0
TCGA-A2-A25A-01A 44 years, female, white, stage:Stage IIA, alive, 3276 days 8858.5
TCGA-A2-A04X-01A 34 years, female, white, stage:Stage IIA, alive, 1686 days 8857.6
TCGA-E2-A153-01A 51 years, female, white, stage:Stage IIB, alive, 707 days 8842.0
TCGA-E2-A10F-01A 47 years, female, white, stage:Stage IIA, alive, 878 days 8835.3
TCGA-AR-A5QP-01A 54 years, female, white, stage:Stage IIB, alive, 1185 days 8833.7
TCGA-EW-A1OY-01A 63 years, female, white, stage:Stage IIA, alive, 908 days 8784.5
TCGA-A2-A25F-01A 66 years, female, white, stage:Stage IIA, alive, 322 days 8760.6
TCGA-AC-A3TN-01A 75 years, female, white, stage:Stage IIB, alive, 456 days 8758.9
TCGA-BH-A18Q-01A 56 years, female, white, stage:Stage IIB, dead, 1692 days 8746.9
TCGA-A2-A0T6-01A 50 years, female, white, stage:Stage IIB, alive, 575 days 8743.2
TCGA-AR-A2LN-01A 65 years, female, white, stage:Stage IIA, alive, 1161 days 8727.2
TCGA-BH-A0H5-01A 45 years, female, white, stage:Stage I, alive, 1620 days 8706.6
TCGA-BH-A18T-01A 70 years, female, white, stage:Stage IIA, dead, 224 days 8685.0
TCGA-E9-A1QZ-01A 61 years, female, white, stage:Stage IIA, alive, 755 days 8660.4
TCGA-PL-A8LY-01A 30 years, female, black or african american, stage:Stage IIB, alive, 8 days 8641.5
TCGA-BH-A0HY-01A 60 years, female, white, stage:Stage I, alive, 1545 days 8640.8
TCGA-E2-A15G-01A 76 years, female, white, stage:Stage IIA, alive, 554 days 8638.8
TCGA-B6-A40C-01A 51 years, female, white, stage:Stage IIB, alive, 2164 days 8623.5
TCGA-AR-A1AH-01A 51 years, female, white, stage:Stage IIB, alive, 3807 days 8619.6
TCGA-D8-A27K-01A 47 years, female, white, stage:Stage IIB, alive, 1461 days 8613.6
TCGA-AO-A12A-01A 47 years, female, white, stage:Stage IIA, alive, 3112 days 8612.9
TCGA-B6-A0RT-01A 39 years, female, white, stage:Stage IIIA, alive, 2721 days 8607.2
TCGA-A8-A09V-01A 51 years, female, stage:Stage IIA, alive, 457 days 8601.7
TCGA-BH-A18U-01A 72 years, female, white, stage:Stage IIIA, dead, 1563 days 8599.6
TCGA-AR-A5QM-01A 62 years, female, white, stage:Stage IIA, alive, 2231 days 8580.5
TCGA-D8-A1Y1-01A 80 years, female, white, stage:Stage IIIA, dead, 302 days 8579.9
TCGA-BH-A18S-01A 79 years, female, white, stage:Stage I, dead, 2009 days 8576.1
TCGA-A1-A0SK-01A 54 years, female, asian, stage:Stage IIA, dead, 967 days 8563.7
TCGA-OL-A66O-01A 39 years, female, black or african american, stage:Stage IIB, alive, 528 days 8554.0
TCGA-D8-A1X8-01A 62 years, female, white, stage:Stage IIIA, alive, 783 days 8552.0
TCGA-C8-A12Y-01A 44 years, female, asian, stage:Stage IIB, alive, 1476 days 8548.3
TCGA-LL-A5YO-01A 50 years, female, black or african american, stage:Stage IA, alive, 440 days 8532.3
TCGA-AC-A62Y-01A 79 years, female, white, stage:Stage IIB, alive, 530 days 8529.9
TCGA-A2-A0CX-01A 52 years, female, white, stage:Stage IIA, alive, 1728 days 8529.5
TCGA-XX-A899-01A 46 years, female, white, stage:Stage IIIA, alive, 467 days 8500.5
TCGA-A2-A0D0-01A 60 years, female, black or african american, stage:Stage IIA, alive, 2048 days 8496.9
TCGA-AR-A1AL-01A 60 years, female, white, stage:Stage IIIA, alive, 2971 days 8476.5
TCGA-B6-A401-01A 47 years, female, black or african american, stage:Stage IIA, alive, 2596 days 8469.6
TCGA-AC-A2FG-01A 79 years, female, white, stage:Stage IIB, alive, 1853 days 8469.0
TCGA-UU-A93S-01A 63 years, female, black or african american, stage:Stage IV, dead, 116 days 8465.3
TCGA-E9-A1RC-01A 56 years, female, white, stage:Stage IIIC, alive, 1224 days 8458.8
TCGA-A7-A0CJ-01A 57 years, female, white, stage:Stage IIA, alive, 931 days 8456.2
TCGA-BH-A2L8-01A 45 years, female, white, stage:Stage IIA, alive, 612 days 8429.6
TCGA-A2-A1FV-01A 74 years, female, white, stage:Stage IIB, alive, 714 days 8425.5
TCGA-A7-A426-01A 50 years, female, white, stage:Stage IIIC, alive, 364 days 8407.9
TCGA-A2-A04U-01A 47 years, female, white, stage:Stage IIA, alive, 2654 days 8396.4
TCGA-B6-A0IH-01A 81 years, female, white, stage:Stage IIIA, dead, 2965 days 8386.6
TCGA-AC-A23G-01A 76 years, female, white, stage:Stage IIA, alive, 2248 days 8379.2
TCGA-OL-A5RY-01A 52 years, female, black or african american, stage:Stage IIA, alive, 752 days 8357.4
TCGA-EW-A1P7-01A 59 years, female, white, stage:Stage IIA, alive, 915 days 8353.0
TCGA-A2-A0T4-01A 62 years, female, white, stage:Stage IIA, alive, 624 days 8352.2
TCGA-AR-A2LO-01A 46 years, female, white, stage:Stage IIB, alive, 1198 days 8344.1
TCGA-D8-A1XK-01A 55 years, female, white, stage:Stage IIB, alive, 441 days 8336.9
TCGA-GI-A2C9-01A 58 years, female, black or african american, stage:Stage IIB, alive, 3342 days 8335.8
TCGA-A8-A0AB-01A 54 years, female, stage:Stage IIA, alive, 518 days 8335.6
TCGA-AR-A5QN-01A 68 years, female, white, stage:Stage IIIC, alive, 1013 days 8328.4
TCGA-BH-A0DV-01A 54 years, female, white, stage:Stage IIIA, alive, 2064 days 8327.3
TCGA-AR-A24T-01A 46 years, female, white, stage:Stage IIIC, alive, 3202 days 8326.9
TCGA-D8-A1JU-01A 51 years, female, white, stage:Stage IA, alive, 447 days 8326.1
TCGA-B6-A409-01A 44 years, female, black or african american, stage:Stage IIIA, dead, 573 days 8304.2
TCGA-AO-A1KP-01A 77 years, female, white, stage:Stage IIA, alive, 2953 days 8297.1
TCGA-A2-A0YK-01A 61 years, female, white, stage:Stage IIA, alive, 588 days 8243.8
TCGA-EW-A424-01A 51 years, female, white, stage:Stage IIIA, alive, 715 days 8240.8
TCGA-D8-A1JE-01A 62 years, female, white, stage:Stage IIA, alive, 575 days 8230.8
TCGA-5L-AAT0-01A 42 years, female, white, stage:Stage IIA, alive, 1477 days 8230.4
TCGA-B6-A0RQ-01A 68 years, female, white, stage:Stage IIB, dead, 4267 days 8214.3
TCGA-LD-A74U-01A 79 years, female, white, stage:Stage IIIC, alive, 402 days 8210.7
TCGA-BH-A0RX-01A 59 years, female, white, stage:Stage IIA, alive, 170 days 8209.4
TCGA-BH-A0BV-01A 78 years, female, white, stage:Stage IIB, alive, 1519 days 8200.4
TCGA-C8-A135-01A 64 years, female, asian, stage:Stage IIB, alive, 393 days 8197.6
TCGA-A2-A3XT-01A 45 years, female, black or african american, stage:Stage IIB, alive, 2770 days 8186.8
TCGA-WT-AB44-01A 77 years, female, white, stage:Stage IA, alive, 883 days 8163.8
TCGA-A1-A0SM-01A 77 years, male, white, stage:Stage IIA, alive, 242 days 8130.8
TCGA-AN-A0FK-01A 88 years, female, white, stage:Stage IIIB, alive, 213 days 8119.9
TCGA-A7-A26H-01A 72 years, female, white, stage:Stage IIA, alive, 724 days 8114.5
TCGA-AN-A0XN-01A 68 years, female, white, stage:Stage IIIA, alive, 10 days 8098.0
TCGA-A7-A0CD-01A 66 years, female, white, stage:Stage I, alive, 1165 days 8091.7
TCGA-AO-A124-01A 38 years, female, white, stage:Stage IIA, alive, 3506 days 8086.1
TCGA-E9-A1R3-01A 70 years, female, white, stage:Stage IIIC, alive, 78 days 8084.8
TCGA-BH-A0DS-01A 71 years, female, white, stage:Stage IIIA, alive, 78 days 8083.8
TCGA-AO-A03O-01A 69 years, female, black or african american, stage:Stage IIA, dead, 2483 days 8081.1
TCGA-A7-A13E-01A 62 years, female, white, stage:Stage IIB, dead, 614 days 8073.8
TCGA-E2-A14V-01A 53 years, female, white, stage:Stage IIB, alive, 1042 days 8069.3
TCGA-E9-A1N9-01A 58 years, female, white, stage:Stage IIA, alive, 1101 days 8044.7
TCGA-D8-A1JA-01A 60 years, female, white, stage:'--, alive, 502 days 8039.9
TCGA-AO-A0JL-01A 59 years, female, white, stage:Stage IIIA, alive, 1683 days 8028.7
TCGA-C8-A12Z-01A 45 years, female, asian, stage:Stage IIB, alive, 382 days 8027.3
TCGA-GM-A3XG-01A 46 years, female, white, stage:Stage IIIA, alive, 1330 days 8023.3
TCGA-BH-A0W5-01A 77 years, female, white, stage:Stage IIA, alive, 1288 days 7987.9
TCGA-A8-A07L-01A 58 years, female, stage:Stage IIIA, alive, 975 days 7984.4
TCGA-BH-A8G0-01A 54 years, female, white, stage:Stage IIB, alive, 662 days 7982.6
TCGA-A2-A3KC-01A 55 years, female, black or african american, stage:Stage IIB, alive, 1102 days 7976.9
TCGA-BH-A0DK-01A 49 years, female, white, stage:Stage IIA, alive, 423 days 7950.9
TCGA-A8-A09X-01A 62 years, female, stage:Stage IIIC, dead, 426 days 7943.6
TCGA-A2-A1FX-01A 61 years, female, white, stage:Stage IIIA, alive, 1847 days 7941.9
TCGA-AN-A0AK-01A 76 years, female, white, stage:Stage IIA, alive, 224 days 7928.1
TCGA-A2-A0EP-01A 56 years, female, white, stage:Stage I, alive, 3603 days 7911.6
TCGA-AC-A5XS-01A 74 years, female, white, stage:Stage IIA, alive, 588 days 7887.7
TCGA-A2-A0EM-01A 73 years, female, white, stage:Stage IA, alive, 3094 days 7883.7
TCGA-E2-A1IN-01A 60 years, female, white, stage:Stage I, alive, 675 days 7879.9
TCGA-BH-A1EU-01A 83 years, female, white, stage:Stage I, dead, 1286 days 7868.6
TCGA-AO-A12F-01A 36 years, female, white, stage:Stage IIA, alive, 1842 days 7860.7
TCGA-LL-A73Z-01A 55 years, female, black or african american, stage:Stage IV, dead, 227 days 7855.6
TCGA-A7-A3IY-01A 71 years, female, white, stage:Stage I, alive, 345 days 7851.5
TCGA-BH-A0B3-01A 53 years, female, white, stage:Stage IIB, alive, 1203 days 7839.0
TCGA-B6-A0IQ-01A 40 years, female, white, stage:Stage IIIA, alive, 4285 days 7813.0
TCGA-AR-A24W-01A 55 years, female, white, stage:Stage IIB, alive, 1550 days 7809.6
TCGA-AC-A3W7-01A 66 years, female, white, stage:Stage IIB, alive, 471 days 7804.9
TCGA-B6-A0RI-01A 44 years, female, white, stage:Stage IIIB, alive, 7126 days 7801.5
TCGA-B6-A0IB-01A 64 years, female, white, stage:Stage IV, dead, 3941 days 7793.4
TCGA-A2-A0ST-01A 62 years, female, white, stage:Stage IIA, alive, 3017 days 7786.2
TCGA-V7-A7HQ-01A 75 years, female, black or african american, stage:Stage IIIA, alive, 2033 days 7785.3
TCGA-D8-A1JN-01A 80 years, female, white, stage:Stage IIIC, alive, 620 days 7783.7
TCGA-AQ-A7U7-01A 55 years, female, white, stage:Stage IIIA, dead, 584 days 7779.2
TCGA-AC-A2FB-01A 65 years, female, white, stage:Stage IIA, alive, 1234 days 7774.3
TCGA-OL-A5D7-01A 70 years, female, black or african american, stage:Stage IIA, alive, 1780 days 7766.7
TCGA-EW-A1J2-01A 50 years, female, black or african american, stage:'--, alive, 403 days 7753.4
TCGA-AO-A1KR-01A 51 years, female, white, stage:Stage IIA, alive, 2513 days 7727.9
TCGA-W8-A86G-01A 66 years, female, white, stage:Stage IIA, alive, 347 days 7723.2
TCGA-AO-A1KO-01A 46 years, female, white, stage:Stage IIB, alive, 622 days 7714.6
TCGA-A2-A0EO-01A 54 years, female, white, stage:Stage IA, alive, 2442 days 7710.8
TCGA-B6-A2IU-01A 62 years, female, white, stage:Stage IIA, alive, 5176 days 7706.5
TCGA-AN-A04C-01A 51 years, female, white, stage:Stage IIB, alive, 54 days 7697.2
TCGA-BH-A0AW-01A 56 years, female, white, stage:Stage IIA, alive, 622 days 7695.6
TCGA-A2-A0CQ-01A 62 years, female, black or african american, stage:Stage IA, alive, 2695 days 7694.9
TCGA-D8-A147-01A 45 years, female, white, stage:'--, alive, 584 days 7693.2
TCGA-D8-A27F-01A 40 years, female, white, stage:Stage IIA, alive, 488 days 7689.3
TCGA-AO-A129-01A 29 years, female, white, stage:Stage IIB, alive, 3286 days 7657.3
TCGA-A2-A4RY-01A 46 years, female, white, stage:Stage IIIC, alive, 648 days 7646.4
TCGA-AR-A2LM-01A 49 years, female, white, stage:Stage II, alive, 1935 days 7642.0
TCGA-E9-A1R0-01A 58 years, female, white, stage:Stage IIA, alive, 860 days 7640.5
TCGA-E2-A3DX-01A 43 years, female, white, stage:Stage IIIC, alive, 1325 days 7620.2
TCGA-AC-A4ZE-01A 63 years, female, white, stage:Stage IIB, alive, 890 days 7617.5
TCGA-A7-A3IZ-01A 62 years, female, white, stage:Stage IIA, alive, 322 days 7612.8
TCGA-AN-A0XP-01A 69 years, female, white, stage:Stage IIIA, alive, 9 days 7611.4
TCGA-E9-A1NH-01A 71 years, female, white, stage:Stage IIB, alive, 576 days 7600.7
TCGA-BH-A28O-01A 50 years, female, white, stage:Stage IIIC, alive, 1120 days 7596.3
TCGA-E9-A1R2-01A 51 years, female, white, stage:Stage IIIC, alive, 1063 days 7569.5
TCGA-A8-A0A1-01A 84 years, female, stage:Stage IIA, alive, 365 days 7566.6
TCGA-OL-A5RU-01A 63 years, female, black or african american, stage:Stage IIA, alive, 1219 days 7551.4
TCGA-E9-A24A-01A 69 years, female, white, stage:Stage IIA, alive, 747 days 7538.4
TCGA-BH-A0E2-01A 49 years, female, black or african american, stage:Stage IIIA, alive, 435 days 7508.5
TCGA-AC-A2BM-01A 41 years, female, black or african american, stage:Stage IIB, alive, 3022 days 7492.9
TCGA-BH-A0C3-01A 47 years, female, white, stage:Stage I, alive, 2709 days 7487.9
TCGA-D8-A140-01A 62 years, female, white, stage:Stage IIB, alive, 403 days 7479.2
TCGA-A8-A09W-01A 70 years, female, stage:Stage IIIB, alive, 30 days 7469.4
TCGA-BH-A0HO-01A 48 years, female, white, stage:Stage IIA, alive, 76 days 7465.5
TCGA-D8-A27V-01A 62 years, female, white, stage:Stage IIA, alive, 381 days 7461.5
TCGA-LL-A9Q3-01A 69 years, female, white, stage:Stage IIIC, alive, 532 days 7449.8
TCGA-BH-A0BM-01A 54 years, female, white, stage:Stage IIB, alive, 1876 days 7426.6
TCGA-A7-A26E-01A 71 years, female, white, stage:Stage IIIA, alive, 954 days 7425.1
TCGA-BH-A0BG-01A 73 years, female, white, stage:Stage I, alive, 1871 days 7407.0
TCGA-A2-A0CS-01A 73 years, female, white, stage:Stage IV, dead, 2348 days 7403.8
TCGA-BH-A0E1-01A 52 years, female, white, stage:Stage IIB, alive, 477 days 7403.6
TCGA-BH-A0HU-01A 52 years, female, white, stage:Stage IA, alive, 392 days 7395.4
TCGA-S3-AA17-01A 64 years, female, black or african american, stage:Stage IIB, alive, 424 days 7381.3
TCGA-A2-A3XZ-01A 46 years, female, black or african american, stage:Stage I, alive, 1532 days 7374.4
TCGA-LL-A441-01A 62 years, female, black or african american, stage:Stage IA, alive, 996 days 7359.0
TCGA-BH-A1FU-01A 44 years, female, white, stage:Stage IA, dead, 1688 days 7358.0
TCGA-MS-A51U-01A 44 years, female, white, stage:Stage IIB, alive, 681 days 7341.7
TCGA-AO-A0J3-01A 67 years, female, white, stage:Stage IIB, alive, 651 days 7331.1
TCGA-AR-A1AP-01A 80 years, female, white, stage:Stage I, alive, 2856 days 7331.0
TCGA-OL-A6VR-01A 48 years, female, black or african american, stage:Stage IA, alive, 1220 days 7319.9
TCGA-AO-A125-01A 72 years, female, black or african american, stage:Stage IIA, alive, 3456 days 7311.8
TCGA-AR-A2LH-01A 55 years, female, white, stage:Stage III, dead, 616 days 7303.2
TCGA-AC-A2B8-01A 84 years, female, white, stage:Stage IIB, alive, 677 days 7296.8
TCGA-BH-A0W7-01A 49 years, female, white, stage:Stage I, alive, 1363 days 7296.2
TCGA-BH-A0EI-01A 51 years, female, white, stage:Stage IIA, alive, 1926 days 7293.2
TCGA-BH-A0HI-01A 78 years, female, white, stage:Stage IA, alive, 620 days 7277.4
TCGA-AC-A2FF-01A 40 years, female, asian, stage:Stage IIB, alive, 2759 days 7268.2
TCGA-BH-A0AZ-01A 47 years, female, white, stage:Stage IIIA, alive, 1919 days 7261.3
TCGA-A8-A09T-01A 68 years, female, stage:'--, alive, 579 days 7244.1
TCGA-D8-A1JB-01A 54 years, female, white, stage:Stage IIB, alive, 1688 days 7235.2
TCGA-D8-A1X6-01A 80 years, female, white, stage:Stage IIIA, alive, 541 days 7234.3
TCGA-B6-A0RV-01A 42 years, female, white, stage:Stage IIIA, alive, 5156 days 7216.9
TCGA-B6-A0IA-01A 51 years, female, white, stage:Stage IIA, alive, 8391 days 7212.9
TCGA-D8-A73U-01A 88 years, female, white, stage:Stage IIA, alive, 492 days 7199.5
TCGA-EW-A1J3-01A 61 years, female, white, stage:Stage IA, alive, 504 days 7192.3
TCGA-AO-A128-01A 61 years, female, white, stage:Stage IIA, alive, 3248 days 7188.5
TCGA-A8-A09E-01A 73 years, female, stage:Stage IIIB, alive, 1492 days 7187.7
TCGA-E2-A1LI-01A 57 years, female, white, stage:Stage IIB, alive, 3121 days 7185.3
TCGA-OL-A6VQ-01A 49 years, female, white, stage:Stage IIA, alive, 600 days 7169.4
TCGA-AR-A1AQ-01A 49 years, female, white, stage:Stage IIA, alive, 3021 days 7169.0
TCGA-EW-A2FW-01A 52 years, female, white, stage:Stage IIA, alive, 672 days 7165.9
TCGA-AQ-A1H2-01A 84 years, female, white, stage:Stage IIIA, alive, 475 days 7163.1
TCGA-B6-A1KN-01A 57 years, female, white, stage:Stage IIIB, alive, 4233 days 7159.8
TCGA-A2-A0EW-01A 53 years, female, white, stage:Stage IIIC, dead, 1884 days 7156.3
TCGA-D8-A141-01A 40 years, female, white, stage:'--, alive, 626 days 7154.1
TCGA-BH-A209-01A 77 years, female, black or african american, stage:Stage I, dead, 3959 days 7151.4
TCGA-AR-A24H-01A 65 years, female, white, stage:Stage IIA, alive, 4894 days 7146.9
TCGA-C8-A274-01A 63 years, female, asian, stage:Stage IIA, alive, 508 days 7120.4
TCGA-OL-A66H-01A 74 years, female, black or african american, stage:Stage IB, alive, 812 days 7117.3
TCGA-E9-A243-01A 52 years, female, white, stage:Stage IIA, alive, 612 days 7101.2
TCGA-E2-A1B0-01A 50 years, female, white, stage:Stage IIIA, alive, 1631 days 7099.3
TCGA-C8-A3M7-01A 60 years, female, asian, stage:Stage IIIB, dead, 1034 days 7096.5
TCGA-C8-A1HI-01A 40 years, female, asian, stage:Stage IIIA, alive, 343 days 7065.8
TCGA-A7-A0CH-01A 79 years, female, white, stage:Stage IIA, alive, 1079 days 7055.7
TCGA-BH-A1ES-01A 35 years, female, white, stage:Stage IIB, dead, 3462 days 7043.8
TCGA-AC-A3YI-01A 74 years, female, white, stage:Stage IIIC, alive, 707 days 7042.7
TCGA-S3-AA10-01A 65 years, female, black or african american, stage:Stage IIA, alive, 586 days 7039.6
TCGA-BH-A0DD-01A 58 years, male, white, stage:Stage IIB, alive, 2486 days 7038.2
TCGA-A2-A3XW-01A 42 years, female, black or african american, stage:Stage IIB, alive, 1712 days 7032.9
TCGA-A8-A07E-01A 81 years, female, stage:Stage X, alive, 608 days 7028.3
TCGA-D8-A1JT-01A 70 years, female, white, stage:Stage IIA, alive, 405 days 7026.9
TCGA-AO-A1KS-01A 69 years, female, white, stage:Stage IIA, alive, 350 days 7024.7
TCGA-E2-A14P-01A 79 years, female, white, stage:Stage IIIC, alive, 1246 days 7020.3
TCGA-GM-A3XL-01A 49 years, female, black or african american, stage:Stage IIA, alive, 2108 days 7012.2
TCGA-D8-A1XB-01A 62 years, female, white, stage:Stage IIB, alive, 552 days 7007.8
TCGA-B6-A0IP-01A 74 years, female, white, stage:Stage IA, dead, 3926 days 7006.0
TCGA-AC-A3HN-01A 87 years, female, white, stage:Stage IIB, alive, 496 days 7002.6
TCGA-AC-A2QJ-01A 48 years, female, white, stage:Stage IIIB, dead, 446 days 6985.5
TCGA-A2-A0SU-01A 66 years, female, white, stage:Stage IIA, alive, 1662 days 6972.2
TCGA-E2-A15L-01A 65 years, female, black or african american, stage:Stage IIA, alive, 626 days 6965.4
TCGA-EW-A3U0-01A 61 years, female, black or african american, stage:Stage IIIA, alive, 532 days 6947.0
TCGA-BH-A18P-01A 60 years, female, white, stage:Stage I, dead, 921 days 6935.3
TCGA-EW-A1PH-01A 52 years, female, white, stage:Stage IIA, alive, 607 days 6927.2
TCGA-AR-A1AJ-01A 83 years, female, white, stage:Stage I, alive, 2383 days 6924.7
TCGA-D8-A1XS-01A 48 years, male, white, stage:Stage IIIC, alive, 496 days 6923.6
TCGA-A8-A08X-01A 43 years, female, stage:Stage IIIC, alive, 1308 days 6918.8
TCGA-BH-A0HN-01A 67 years, female, white, stage:Stage IA, alive, 516 days 6907.7
TCGA-A2-A3XV-01A 46 years, female, black or african american, stage:Stage IIA, alive, 996 days 6897.8
TCGA-D8-A1JJ-01A 54 years, female, white, stage:Stage IIA, alive, 611 days 6888.0
TCGA-A7-A13F-01A 44 years, female, white, stage:Stage IIIA, alive, 765 days 6886.0
TCGA-AR-A1AM-01A 52 years, female, white, stage:Stage IIIA, alive, 2991 days 6884.7
TCGA-BH-A0E6-01A 69 years, female, white, stage:Stage IA, alive, 293 days 6880.8
TCGA-AR-A0TS-01A 46 years, female, white, stage:Stage IIB, alive, 2558 days 6879.5
TCGA-E2-A1AZ-01A 63 years, female, white, stage:Stage IIB, alive, 2329 days 6877.8
TCGA-BH-A201-01A 64 years, female, white, stage:Stage IA, alive, 856 days 6871.9
TCGA-BH-A18F-01A 50 years, female, white, stage:Stage IIA, alive, 1001 days 6840.1
TCGA-BH-A0AY-01A 62 years, female, white, stage:Stage IIA, alive, 777 days 6834.8
TCGA-A2-A4S2-01A 62 years, female, white, stage:Stage IIIA, alive, 643 days 6821.3
TCGA-E2-A15M-01A 66 years, female, white, stage:Stage IIA, dead, 336 days 6819.9
TCGA-BH-A5J0-01A 63 years, female, black or african american, stage:Stage IA, alive, 715 days 6819.5
TCGA-E2-A1B6-01A 44 years, female, white, stage:Stage IIA, alive, 867 days 6806.3
TCGA-A8-A08A-01A 89 years, female, stage:Stage I, alive, 30 days 6802.4
TCGA-A7-A4SE-01A 54 years, female, black or african american, stage:Stage IIA, alive, 644 days 6798.9
TCGA-BH-A0EB-01A 69 years, female, white, stage:Stage IA, alive, 745 days 6798.7
TCGA-AC-A8OR-01A 75 years, female, white, stage:Stage IA, alive, 40 days 6795.4
TCGA-BH-A0WA-01A 82 years, female, white, stage:Stage I, alive, 701 days 6792.1
TCGA-EW-A1P3-01A 48 years, female, white, stage:Stage IIA, alive, 1611 days 6792.0
TCGA-A1-A0SN-01A 50 years, female, white, stage:Stage IIA, alive, 1196 days 6790.5
TCGA-GM-A2DN-01A 58 years, female, white, stage:Stage IIA, alive, 3091 days 6781.2
TCGA-A2-A0SX-01A 48 years, female, white, stage:Stage IA, alive, 1534 days 6777.2
TCGA-AQ-A54N-01A 51 years, female, black or african american, stage:Stage IIA, alive, 78 days 6774.7
TCGA-A7-A3J1-01A 63 years, female, white, stage:Stage IA, alive, 343 days 6768.6
TCGA-C8-A275-01A 56 years, female, asian, stage:Stage IIA, alive, 1 days 6766.2
TCGA-AN-A0FD-01A 71 years, female, white, stage:Stage IIA, alive, 196 days 6766.0
TCGA-OL-A5RV-01A 43 years, female, black or african american, stage:Stage IIIC, alive, 1062 days 6765.0
TCGA-A2-A0ES-01A 52 years, female, white, stage:Stage IIA, alive, 2190 days 6764.7
TCGA-GM-A2DH-01A 58 years, female, white, stage:Stage I, alive, 2193 days 6763.7
TCGA-AR-A24V-01A 52 years, female, white, stage:Stage IIB, alive, 3203 days 6760.6
TCGA-E2-A1L6-01A 44 years, female, white, stage:Stage IIA, alive, 1648 days 6758.0
TCGA-A2-A0EN-01A 70 years, female, white, stage:Stage IIA, alive, 4088 days 6757.7
TCGA-BH-A18L-01A 50 years, female, white, stage:Stage IIIA, dead, 811 days 6757.1
TCGA-HN-A2OB-01A 45 years, female, stage:Stage IIB, dead, 1900 days 6756.5
TCGA-A2-A1G4-01A 71 years, female, white, stage:Stage IIIA, alive, 595 days 6752.8
TCGA-A2-A0YJ-01A 39 years, female, white, stage:Stage IIIA, alive, 566 days 6751.2
TCGA-D8-A27P-01A 64 years, female, white, stage:Stage IA, alive, 49 days 6724.4
TCGA-A8-A08G-01A 41 years, female, stage:Stage IIA, alive, 607 days 6712.4
TCGA-AO-A0JE-01A 53 years, female, black or african american, stage:Stage IIIA, alive, 2335 days 6701.6
TCGA-AC-A62X-01A 72 years, female, black or african american, stage:Stage IIA, alive, 417 days 6698.4
TCGA-A8-A09I-01A 84 years, female, stage:Stage IIA, alive, 1371 days 6687.1
TCGA-B6-A0RH-01A 51 years, female, black or african american, stage:Stage IIA, dead, 6456 days 6682.6
TCGA-A7-A13H-01A 61 years, female, white, stage:Stage IIB, alive, 899 days 6680.2
TCGA-A2-A0YM-01A 67 years, female, white, stage:Stage IIA, alive, 965 days 6672.8
TCGA-AO-A1KT-01A 78 years, female, white, stage:Stage IIA, alive, 541 days 6662.5
TCGA-BH-A0DG-01A 30 years, female, black or african american, stage:Stage IIA, alive, 2041 days 6658.3
TCGA-GM-A2DO-01A 54 years, female, black or african american, stage:Stage I, alive, 2596 days 6657.9
TCGA-AO-A0JD-01A 59 years, female, white, stage:Stage IIIA, alive, 2190 days 6653.6
TCGA-AO-A03L-01A 34 years, female, asian, stage:Stage IIIA, alive, 2442 days 6652.5
TCGA-A7-A4SC-01A 62 years, female, white, stage:Stage IIB, alive, 446 days 6650.7
TCGA-AR-A2LK-01A 62 years, female, white, stage:Stage III, dead, 1649 days 6650.0
TCGA-A2-A0YC-01A 59 years, female, white, stage:Stage IIB, alive, 990 days 6648.8
TCGA-AN-A0FN-01A 61 years, female, white, stage:Stage IA, alive, 218 days 6644.8
TCGA-AR-A24O-01A 43 years, female, white, stage:Stage IIIA, alive, 3607 days 6644.3
TCGA-A2-A0YI-01A 62 years, female, white, stage:Stage I, alive, 1505 days 6641.5
TCGA-A7-A5ZV-01A 62 years, female, black or african american, stage:Stage IIA, alive, 368 days 6629.1
TCGA-BH-A202-01A 60 years, female, white, stage:Stage II, alive, 795 days 6624.4
TCGA-E2-A15H-01A 38 years, female, white, stage:Stage IIA, alive, 393 days 6624.2
TCGA-BH-A0DX-01A 62 years, female, white, stage:Stage I, alive, 2156 days 6620.4
TCGA-EW-A1OX-01A 43 years, female, white, stage:Stage IIA, alive, 911 days 6617.3
TCGA-GM-A2D9-01A 69 years, female, white, stage:Stage I, dead, 1812 days 6616.8
TCGA-AO-A126-01A 39 years, female, asian, stage:Stage IIA, alive, 3307 days 6616.8
TCGA-BH-A0BL-01A 35 years, female, white, stage:Stage I, alive, 2278 days 6610.0
TCGA-EW-A1IW-01A 80 years, female, white, stage:Stage IIB, alive, 371 days 6608.3
TCGA-OL-A6VO-01A 43 years, female, black or african american, stage:Stage IA, alive, 858 days 6601.8
TCGA-A8-A07J-01A 35 years, female, stage:Stage IIB, alive, 365 days 6597.2
TCGA-A2-A259-01A 70 years, female, black or african american, stage:Stage I, alive, 1596 days 6589.5
TCGA-AR-A255-01A 62 years, female, white, stage:Stage I, alive, 2161 days 6583.9
TCGA-AO-A12G-01A 75 years, female, white, stage:Stage IIA, alive, 1639 days 6581.3
TCGA-A2-A0CM-01A 40 years, female, black or african american, stage:Stage IIA, dead, 754 days 6572.6
TCGA-AR-A1AV-01A 68 years, male, white, stage:Stage IIB, alive, 1864 days 6569.3
TCGA-A1-A0SP-01A 40 years, female, stage:Stage IIA, alive, 584 days 6568.0
TCGA-E2-A14N-01A 37 years, female, white, stage:Stage IIB, alive, 1434 days 6565.4
TCGA-BH-A1FB-01A 60 years, female, white, stage:Stage IIB, dead, 3669 days 6565.2
TCGA-AN-A04D-01A 58 years, female, white, stage:Stage IIB, alive, 52 days 6549.0
TCGA-E9-A22D-01A 38 years, female, white, stage:Stage IIA, alive, 1248 days 6542.7
TCGA-E9-A1RG-01A 62 years, female, white, stage:Stage IIIA, alive, 647 days 6541.5
TCGA-BH-A8FY-01A 87 years, female, white, stage:Stage IA, dead, 295 days 6540.7
TCGA-E9-A22H-01A 42 years, female, white, stage:Stage IIB, alive, 1232 days 6536.6
TCGA-AR-A2LQ-01A 59 years, female, white, stage:Stage IIB, alive, 1233 days 6534.0
TCGA-D8-A1JP-01A 73 years, female, white, stage:Stage IA, alive, 639 days 6522.1
TCGA-BH-A0HX-01A 54 years, female, white, stage:Stage IIB, alive, 829 days 6502.3
TCGA-BH-A1FE-01A 31 years, female, white, stage:Stage IIB, dead, 2273 days 6501.7
TCGA-D8-A27G-01A 75 years, female, white, stage:Stage IIA, alive, 409 days 6500.8
TCGA-AN-A0AT-01A 62 years, female, white, stage:Stage IIA, alive, 10 days 6490.6
TCGA-E2-A15K-01A 58 years, female, white, stage:Stage IIB, alive, 275 days 6485.7
TCGA-A1-A0SD-01A 59 years, female, white, stage:Stage IIA, alive, 437 days 6472.3
TCGA-BH-A18J-01A 56 years, female, white, stage:Stage IV, dead, 612 days 6470.9
TCGA-BH-A0HF-01A 77 years, female, white, stage:Stage IA, alive, 727 days 6470.8
TCGA-AR-A0U3-01A 59 years, female, white, stage:Stage IIB, alive, 4080 days 6468.9
TCGA-B6-A40B-01A 76 years, female, white, stage:Stage I, alive, 3152 days 6464.0
TCGA-A8-A0A4-01A 73 years, female, stage:Stage IIA, alive, 396 days 6462.9
TCGA-BH-A0HQ-01A 56 years, female, white, stage:Stage IIA, alive, 1121 days 6456.7
TCGA-3C-AAAU-01A 55 years, female, white, stage:Stage X, alive, 4047 days 6449.9
TCGA-GM-A3NW-01A 63 years, female, white, stage:Stage IIA, alive, 3361 days 6437.2
TCGA-BH-A1F2-01A 53 years, female, white, stage:Stage IIIB, dead, 959 days 6435.0
TCGA-AC-A2FE-01A 62 years, female, white, stage:Stage IIIC, dead, 2636 days 6427.5
TCGA-BH-A0B4-01A 65 years, male, white, stage:Stage IIIA, alive, 1191 days 6409.6
TCGA-A8-A079-01A 69 years, female, stage:Stage IIIB, alive, 274 days 6407.9
TCGA-AR-A1AX-01A 64 years, female, white, stage:Stage I, alive, 2629 days 6398.8
TCGA-A8-A06Y-01A 66 years, female, stage:Stage IIA, alive, 791 days 6392.3
TCGA-BH-A1FC-01A 78 years, female, black or african american, stage:Stage IIA, dead, 3472 days 6374.0
TCGA-D8-A1J8-01A 77 years, female, white, stage:Stage IIB, alive, 431 days 6365.1
TCGA-E2-A576-01A 69 years, female, black or african american, stage:Stage IA, alive, 1043 days 6364.8
TCGA-AC-A8OP-01A 72 years, female, black or african american, stage:Stage IA, alive, 614 days 6361.7
TCGA-E2-A1IL-01A 78 years, female, white, stage:Stage IIA, alive, 118 days 6353.4
TCGA-D8-A1Y2-01A 71 years, female, white, stage:Stage IIA, alive, 433 days 6337.1
TCGA-AN-A046-01A 68 years, female, white, stage:Stage IIA, alive, 10 days 6333.5
TCGA-BH-A203-01A 78 years, female, white, stage:Stage IIB, dead, 1174 days 6332.2
TCGA-BH-A5IZ-01A 51 years, female, black or african american, stage:Stage IIB, alive, 567 days 6332.1
TCGA-GM-A3NY-01A 72 years, female, white, stage:Stage IIB, alive, 1162 days 6325.9
TCGA-AC-A2FO-01A 65 years, female, white, stage:Stage IIB, alive, 2255 days 6323.9
TCGA-BH-A1EV-01A 45 years, female, white, stage:Stage IIIA, dead, 365 days 6320.2
TCGA-AQ-A04J-01A 45 years, female, white, stage:Stage IIA, alive, 819 days 6307.6
TCGA-D8-A27I-01A 58 years, female, white, stage:Stage IIIA, alive, 439 days 6301.7
TCGA-Z7-A8R6-01A 46 years, female, white, stage:Stage I, alive, 3256 days 6293.0
TCGA-EW-A1PG-01A 53 years, female, white, stage:Stage IIB, alive, 1051 days 6283.2
TCGA-E9-A1NE-01A 28 years, female, white, stage:Stage IIB, alive, 1088 days 6281.4
TCGA-BH-A1FD-01A 68 years, female, white, stage:Stage I, dead, 1009 days 6274.1
TCGA-E2-A1L9-01A 40 years, female, white, stage:Stage IIA, alive, 598 days 6273.8
TCGA-A2-A0T0-01A 59 years, female, white, stage:Stage IIB, alive, 533 days 6260.2
TCGA-E2-A1IJ-01A 57 years, female, white, stage:Stage I, alive, 865 days 6257.8
TCGA-E2-A1LK-01A 84 years, female, black or african american, stage:Stage IIIC, dead, 266 days 6250.9
TCGA-A8-A086-01A 59 years, female, stage:Stage IIA, alive, 396 days 6245.6
TCGA-AN-A0XU-01A 54 years, female, white, stage:Stage IIA, alive, 10 days 6242.5
TCGA-A2-A0CP-01A 60 years, female, white, stage:Stage IA, alive, 2813 days 6232.7
TCGA-BH-A0B6-01A 47 years, female, white, stage:Stage I, alive, 2483 days 6231.9
TCGA-AN-A0XW-01A 36 years, female, white, stage:Stage IIIA, alive, 170 days 6230.8
TCGA-E2-A14U-01A 74 years, female, white, stage:Stage I, alive, 1318 days 6224.0
TCGA-B6-A0I2-01A 45 years, female, white, stage:Stage IA, alive, 4361 days 6223.6
TCGA-B6-A0WW-01A 58 years, female, black or african american, stage:Stage X, dead, 558 days 6223.5
TCGA-AN-A0FJ-01A 59 years, female, white, stage:Stage IV, alive, 242 days 6216.6
TCGA-BH-A8FZ-01A 58 years, female, white, stage:Stage IA, alive, 574 days 6212.8
TCGA-BH-A0BO-01A 54 years, female, white, stage:Stage I, alive, 2197 days 6212.6
TCGA-C8-A273-01A 29 years, female, asian, stage:Stage IIB, alive, 513 days 6208.9
TCGA-A2-A4RW-01A 49 years, female, white, stage:Stage IIIC, alive, 222 days 6206.9
TCGA-A2-A1G0-01A 49 years, female, white, stage:Stage IIB, alive, 616 days 6206.5
TCGA-AC-A2QI-01A 76 years, female, white, stage:Stage IIIA, alive, 588 days 6197.7
TCGA-E2-A108-01A 64 years, female, white, stage:Stage IIIA, alive, 837 days 6194.5
TCGA-OL-A5DA-01A 61 years, female, white, stage:Stage IIA, alive, 1783 days 6190.9
TCGA-AN-A04A-01A 36 years, female, white, stage:Stage IIIA, alive, 90 days 6188.5
TCGA-A8-A09B-01A 58 years, female, stage:Stage IIIB, alive, 365 days 6176.2
TCGA-D8-A27N-01A 36 years, female, white, stage:Stage IIIA, alive, 519 days 6175.2
TCGA-EW-A1PB-01A 70 years, female, black or african american, stage:Stage IIIA, alive, 608 days 6149.9
TCGA-S3-A6ZF-01A 64 years, female, black or african american, stage:Stage IIA, alive, 572 days 6147.5
TCGA-E2-A14Y-01A 35 years, female, white, stage:Stage IIA, alive, 2109 days 6145.2
TCGA-E9-A5UP-01A 63 years, female, white, stage:Stage IIA, alive, 803 days 6143.9
TCGA-AO-A0J9-01A 61 years, female, white, stage:Stage IIIC, alive, 1613 days 6139.7
TCGA-E2-A1B1-01A 45 years, female, white, stage:Stage IIB, alive, 2653 days 6134.9
TCGA-AO-A0JG-01A 49 years, female, white, stage:Stage IIIA, alive, 798 days 6127.7
TCGA-E9-A22E-01A 56 years, female, white, stage:Stage IIIA, alive, 1269 days 6126.1
TCGA-A8-A09Q-01A 83 years, female, stage:Stage IIIB, alive, 761 days 6120.6
TCGA-B6-A0RU-01A 40 years, female, white, stage:Stage IA, alive, 8605 days 6113.5
TCGA-AO-A0JF-01A 68 years, female, white, stage:Stage IIA, alive, 1980 days 6104.5
TCGA-E9-A1RD-01A 67 years, female, white, stage:Stage IIA, alive, 34 days 6096.6
TCGA-A8-A08F-01A 59 years, female, stage:Stage IIIC, alive, 1004 days 6096.5
TCGA-A2-A0T2-01A 66 years, female, white, stage:Stage IV, dead, 255 days 6093.5
TCGA-OL-A5RZ-01A 57 years, female, black or african american, stage:Stage IA, alive, 679 days 6086.5
TCGA-OL-A97C-01A 67 years, female, black or african american, stage:Stage IIB, alive, 271 days 6085.3
TCGA-D8-A4Z1-01A 68 years, female, white, stage:Stage IA, alive, 659 days 6080.1
TCGA-AN-A0XL-01A 61 years, female, white, stage:Stage IIA, alive, 163 days 6074.4
TCGA-AN-A0XR-01A 55 years, female, white, stage:Stage IIIA, alive, 10 days 6072.3
TCGA-E2-A1IK-01A 71 years, female, white, stage:Stage IIA, alive, 1800 days 6070.9
TCGA-BH-A1EW-01A 38 years, female, white, stage:Stage IIA, dead, 1694 days 6059.6
TCGA-PE-A5DC-01A 72 years, female, white, stage:Stage IIIA, dead, 1430 days 6049.4
TCGA-AR-A24R-01A 45 years, female, white, stage:Stage IIIA, alive, 3430 days 6047.5
TCGA-BH-A0H0-01A 69 years, female, white, stage:Stage IA, alive, 461 days 6039.2
TCGA-A2-A3XS-01A 62 years, female, black or african american, stage:Stage IIIA, dead, 1032 days 6031.7
TCGA-AN-A0FF-01A 32 years, female, white, stage:Stage IA, alive, 172 days 6031.5
TCGA-A8-A07R-01A 80 years, female, stage:Stage IIIC, alive, 273 days 6030.0
TCGA-E2-A107-01A 54 years, female, white, stage:Stage IIIA, alive, 1047 days 6017.7
TCGA-A8-A0A6-01A 64 years, female, stage:Stage IIIC, alive, 640 days 6010.7
TCGA-A2-A0T7-01A 51 years, female, white, stage:Stage IIA, alive, 631 days 6007.6
TCGA-AC-A6IV-01A 47 years, female, white, stage:Stage IIB, alive, 568 days 6000.2
TCGA-EW-A1OW-01A 58 years, female, black or african american, stage:Stage IIA, alive, 694 days 5996.6
TCGA-D8-A1XM-01A 57 years, female, white, stage:Stage IA, alive, 538 days 5991.1
TCGA-E9-A227-01A 42 years, female, white, stage:Stage IIB, alive, 975 days 5987.4
TCGA-E2-A570-01A 47 years, female, black or african american, stage:Stage IB, alive, 931 days 5983.2
TCGA-AR-A252-01A 50 years, female, white, stage:Stage I, alive, 2838 days 5983.0
TCGA-A2-A0SV-01A 63 years, female, white, stage:Stage IV, dead, 825 days 5968.4
TCGA-A2-A25C-01A 50 years, female, white, stage:Stage IIB, alive, 523 days 5966.2
TCGA-AN-A0XV-01A 67 years, female, white, stage:Stage IIIA, alive, 162 days 5963.9
TCGA-A7-A425-01A 70 years, female, white, stage:Stage IIIC, alive, 447 days 5955.1
TCGA-A2-A0CL-01A 37 years, female, black or african american, stage:Stage IIIA, alive, 3015 days 5953.3
TCGA-A7-A6VX-01A 68 years, female, black or african american, stage:Stage IIA, alive, 317 days 5941.5
TCGA-AR-A0TV-01A 66 years, female, stage:Stage IIA, alive, 2288 days 5941.4
TCGA-E2-A1IF-01A 74 years, female, white, stage:Stage I, alive, 1138 days 5935.9
TCGA-A8-A06O-01A 60 years, female, stage:Stage I, alive, 396 days 5926.8
TCGA-D8-A73W-01A 79 years, female, white, stage:Stage IIIA, dead, 385 days 5926.0
TCGA-A8-A07Z-01A 85 years, female, stage:Stage IIA, alive, 1371 days 5921.0
TCGA-EW-A1P8-01A 58 years, female, white, stage:Stage IIIC, dead, 239 days 5918.2
TCGA-D8-A145-01A 80 years, female, white, stage:Stage IIA, alive, 410 days 5908.1
TCGA-E2-A10A-01A 41 years, female, white, stage:Stage IIB, alive, 1229 days 5906.4
TCGA-AR-A2LL-01A 70 years, female, white, stage:Stage IIB, alive, 2012 days 5906.1
TCGA-E2-A15E-01A 40 years, female, white, stage:Stage IIA, alive, 630 days 5884.2
TCGA-B6-A0RE-01A 61 years, female, black or african american, stage:Stage X, alive, 7777 days 5881.3
TCGA-BH-A0HA-01A 31 years, female, white, stage:Stage I, alive, 1611 days 5880.5
TCGA-EW-A1P1-01A 68 years, female, white, stage:Stage IIIC, alive, 1210 days 5872.7
TCGA-BH-A18M-01A 39 years, female, white, stage:Stage IIIA, dead, 2207 days 5872.4
TCGA-E2-A105-01A 79 years, female, white, stage:Stage IIA, alive, 1308 days 5870.9
TCGA-AC-A2FK-01A 45 years, female, white, stage:Stage IIIC, alive, 2650 days 5856.8
TCGA-B6-A0IJ-01A 42 years, female, black or african american, stage:Stage IIB, alive, 7106 days 5850.6
TCGA-E2-A15I-01A 44 years, female, white, stage:Stage IIA, alive, 1692 days 5838.2
TCGA-D8-A1XA-01A 64 years, female, white, stage:Stage IA, alive, 839 days 5834.4
TCGA-E2-A1LG-01A 50 years, female, black or african american, stage:Stage IIA, alive, 1523 days 5831.9
TCGA-EW-A423-01A 75 years, female, white, stage:Stage IIA, alive, 533 days 5823.9
TCGA-GM-A5PV-01A 63 years, female, white, stage:Stage IIB, alive, 412 days 5814.4
TCGA-BH-A6R9-01A 61 years, female, white, stage:Stage IIA, alive, 160 days 5813.8
TCGA-E9-A1N4-01A 41 years, female, white, stage:Stage IIIA, alive, 1000 days 5811.5
TCGA-BH-A0BF-01A 56 years, female, white, stage:Stage IIB, dead, 1324 days 5807.3
TCGA-AC-A6IX-01A 49 years, female, white, stage:Stage IIIC, alive, 373 days 5800.0
TCGA-S3-AA11-01A 67 years, female, black or african american, stage:Stage IIA, alive, 421 days 5791.6
TCGA-BH-A0DZ-01A 43 years, female, white, stage:Stage IIB, alive, 495 days 5784.0
TCGA-E2-A56Z-01A 69 years, female, black or african american, stage:Stage IIB, alive, 252 days 5782.6
TCGA-D8-A1XJ-01A 76 years, female, white, stage:Stage IIIA, alive, 664 days 5770.5
TCGA-EW-A1OZ-01A 56 years, female, black or african american, stage:Stage IIA, alive, 1229 days 5757.9
TCGA-E2-A10B-01A 67 years, female, white, stage:Stage IIB, alive, 1141 days 5756.6
TCGA-D8-A1JI-01A 54 years, female, white, stage:Stage IIA, alive, 577 days 5741.7
TCGA-BH-A0EE-01A 68 years, female, white, stage:Stage IIB, alive, 943 days 5726.3
TCGA-BH-A0BA-01A 51 years, female, white, stage:Stage IIIC, alive, 1132 days 5719.7
TCGA-E2-A15R-01A 64 years, female, white, stage:Stage IIA, alive, 1732 days 5716.6
TCGA-AR-A1AI-01A 47 years, female, white, stage:Stage IIA, alive, 3296 days 5707.5
TCGA-A7-A6VV-01A 51 years, female, black or african american, stage:Stage IIA, alive, 313 days 5704.8
TCGA-AO-A03V-01A 41 years, female, white, stage:Stage I, alive, 1351 days 5704.4
TCGA-E2-A14Q-01A 50 years, female, white, stage:Stage IIB, alive, 1163 days 5703.8
TCGA-A2-A3KD-01A 47 years, female, white, stage:Stage IIIA, alive, 1206 days 5695.7
TCGA-C8-A1HO-01A 34 years, female, asian, stage:Stage IIIC, alive, 375 days 5694.0
TCGA-AC-A5EH-01A 76 years, female, black or african american, stage:Stage IIB, alive, 511 days 5689.7
TCGA-A2-A0YH-01A 53 years, female, white, stage:Stage IIIA, alive, 659 days 5689.3
TCGA-AR-A24S-01A 61 years, female, white, stage:Stage I, alive, 2976 days 5678.2
TCGA-BH-A0DI-01A 63 years, female, white, stage:Stage IIB, alive, 912 days 5665.0
TCGA-BH-A1FH-01A 47 years, female, white, stage:Stage IV, dead, 1034 days 5664.7
TCGA-EW-A1OV-01A 56 years, female, white, stage:Stage IIB, alive, 789 days 5657.5
TCGA-EW-A1J1-01A 38 years, female, white, stage:Stage IIB, alive, 575 days 5655.2
TCGA-E2-A1IG-01A 45 years, female, white, stage:Stage IIB, alive, 2140 days 5647.1
TCGA-OL-A66J-01A 80 years, female, white, stage:Stage I, alive, 1996 days 5642.6
TCGA-BH-A0BZ-01A 59 years, female, white, stage:Stage IIIA, alive, 2255 days 5633.7
TCGA-B6-A0X4-01A 62 years, female, white, stage:Stage IIB, dead, 860 days 5631.0
TCGA-B6-A0RL-01A 60 years, female, black or african american, stage:Stage IIA, dead, 2469 days 5620.3
TCGA-A2-A0D1-01A 76 years, female, white, stage:Stage IIA, alive, 1051 days 5619.4
TCGA-D8-A1Y0-01A 65 years, female, white, stage:Stage IIIA, alive, 472 days 5615.0
TCGA-E9-A3HO-01A 49 years, female, white, stage:Stage IIA, alive, 1158 days 5612.6
TCGA-AC-A5XU-01A 74 years, female, black or african american, stage:Stage IIB, alive, 455 days 5611.7
TCGA-GM-A2DL-01A 50 years, female, white, stage:Stage I, alive, 3519 days 5608.4
TCGA-AR-A24Q-01A 49 years, female, white, stage:Stage IIB, alive, 3172 days 5601.9
TCGA-E2-A14R-01A 62 years, female, white, stage:Stage IIA, alive, 1174 days 5597.0
TCGA-A8-A06X-01A 77 years, female, stage:Stage IIB, dead, 943 days 5589.0
TCGA-A2-A3Y0-01A 57 years, female, black or african american, stage:Stage IIB, alive, 1546 days 5587.3
TCGA-A2-A04Q-01A 48 years, female, white, stage:Stage IA, alive, 2385 days 5587.2
TCGA-AR-A1AO-01A 47 years, female, white, stage:Stage IIA, alive, 2618 days 5585.3
TCGA-EW-A1IX-01A 48 years, female, asian, stage:Stage IIA, alive, 1208 days 5582.6
TCGA-C8-A12V-01A 55 years, female, asian, stage:Stage IIA, alive, 385 days 5582.1
TCGA-E9-A54Y-01A 63 years, female, white, stage:Stage IIIA, alive, 725 days 5578.8
TCGA-A2-A04V-01A 39 years, female, white, stage:Stage IIA, dead, 1920 days 5573.9
TCGA-B6-A408-01A 55 years, female, black or african american, stage:Stage IIIC, alive, 2072 days 5571.2
TCGA-E9-A1RF-01A 68 years, female, white, stage:Stage IIIA, alive, 200 days 5567.3
TCGA-A8-A06P-01A 63 years, female, stage:Stage IIIA, alive, 396 days 5562.8
TCGA-AR-A0TY-01A 54 years, female, white, stage:Stage IIA, dead, 1699 days 5533.1
TCGA-AR-A0TT-01A 53 years, female, black or african american, stage:Stage IIIA, alive, 3316 days 5527.8
TCGA-AN-A0AM-01A 56 years, female, white, stage:Stage IIA, alive, 5 days 5525.4
TCGA-BH-A18H-01A 63 years, female, white, stage:Stage IA, alive, 652 days 5514.1
TCGA-A2-A3XX-01A 49 years, female, black or african american, stage:Stage IIA, dead, 1439 days 5493.6
TCGA-E9-A1ND-01A 75 years, female, white, stage:Stage IIB, alive, 1266 days 5488.4
TCGA-3C-AALK-01A 52 years, female, black or african american, stage:Stage IA, alive, 1448 days 5484.9
TCGA-LL-A73Y-01A 67 years, female, black or african american, stage:Stage IA, alive, 477 days 5469.4
TCGA-BH-A0H7-01A 65 years, female, white, stage:Stage IIIA, alive, 702 days 5460.2
TCGA-B6-A0I9-01A 62 years, female, white, stage:Stage IV, dead, 362 days 5454.4
TCGA-A2-A25B-01A 39 years, female, black or african american, stage:Stage IIB, alive, 1291 days 5449.6
TCGA-D8-A1XF-01A 45 years, female, white, stage:Stage IIA, alive, 463 days 5449.1
TCGA-D8-A1XW-01A 53 years, female, white, stage:Stage IIA, alive, 1309 days 5445.9
TCGA-BH-A0W4-01A 46 years, female, white, stage:Stage IIA, alive, 759 days 5443.7
TCGA-E2-A14Z-01A 64 years, female, white, stage:Stage I, dead, 563 days 5440.1
TCGA-A8-A07P-01A 68 years, female, stage:Stage IIB, alive, 334 days 5439.4
TCGA-C8-A3M8-01A 68 years, female, asian, stage:Stage IA, alive, 394 days 5438.7
TCGA-E2-A1LL-01A 73 years, female, black or african american, stage:Stage IIIA, alive, 1309 days 5437.5
TCGA-A7-A0DA-01A 62 years, female, white, stage:Stage IIA, alive, 1085 days 5432.3
TCGA-A8-A0AD-01A 83 years, female, stage:Stage I, alive, 1157 days 5430.4
TCGA-E2-A1B4-01A 74 years, female, white, stage:Stage IIIA, dead, 1004 days 5427.7
TCGA-BH-A0B7-01A 42 years, female, white, stage:Stage IIB, alive, 2559 days 5427.4
TCGA-D8-A143-01A 51 years, female, white, stage:Stage IIA, alive, 431 days 5418.6
TCGA-AO-A0JM-01A 40 years, female, stage:Stage IIB, alive, 2184 days 5414.4
TCGA-BH-A0HL-01A 56 years, female, white, stage:Stage IIB, alive, 72 days 5408.2
TCGA-AR-A1AW-01A 65 years, female, white, stage:Stage IIA, alive, 2632 days 5397.3
TCGA-A2-A0YF-01A 67 years, female, black or african american, stage:Stage I, alive, 1535 days 5388.8
TCGA-A1-A0SI-01A 52 years, female, white, stage:Stage IIB, alive, 635 days 5370.3
TCGA-AR-A0U4-01A 54 years, female, white, stage:Stage IIA, alive, 3261 days 5360.5
TCGA-A2-A1FZ-01A 63 years, female, white, stage:Stage IIA, alive, 683 days 5359.6
TCGA-E9-A1NI-01A 51 years, female, white, stage:Stage IIA, alive, 300 days 5345.2
TCGA-AO-A0J5-01A 48 years, female, white, stage:Stage IV, dead, 792 days 5345.0
TCGA-A8-A082-01A 58 years, female, stage:Stage IIB, alive, 549 days 5344.3
TCGA-C8-A1HK-01A 53 years, female, asian, stage:Stage IIB, alive, 366 days 5342.7
TCGA-AO-A03R-01A 57 years, female, white, stage:Stage IIB, alive, 2091 days 5335.8
TCGA-BH-A0DL-01A 64 years, female, white, stage:Stage IIA, alive, 2381 days 5326.8
TCGA-E2-A14T-01A 52 years, female, white, stage:Stage IIA, alive, 2311 days 5325.8
TCGA-A8-A09M-01A 75 years, female, stage:Stage IIIC, alive, 1006 days 5325.5
TCGA-A7-A13D-01A 46 years, female, black or african american, stage:Stage IIA, alive, 965 days 5324.4
TCGA-C8-A1HF-01A 48 years, female, asian, stage:Stage IIA, alive, 332 days 5310.9
TCGA-AN-A041-01A 29 years, female, white, stage:Stage IIB, alive, 7 days 5305.6
TCGA-E2-A15T-01A 65 years, female, white, stage:Stage IIA, alive, 1563 days 5302.3
TCGA-C8-A12N-01A 58 years, female, asian, stage:Stage IIA, alive, 358 days 5296.5
TCGA-A8-A08P-01A 70 years, female, stage:Stage IIIA, alive, 943 days 5288.6
TCGA-AN-A0FX-01A 52 years, female, white, stage:Stage IIA, alive, 10 days 5287.4
TCGA-E2-A573-01A 48 years, female, black or african american, stage:Stage IA, alive, 1062 days 5280.6
TCGA-E9-A295-01A 71 years, female, white, stage:Stage IIA, alive, 375 days 5277.4
TCGA-A1-A0SO-01A 67 years, female, white, stage:Stage IIB, alive, 852 days 5276.2
TCGA-E2-A14X-01A 55 years, female, black or african american, stage:Stage IIIA, alive, 972 days 5268.1
TCGA-AO-A0J6-01A 61 years, female, white, stage:Stage IIA, alive, 1140 days 5265.0
TCGA-E2-A1IU-01A 60 years, female, white, stage:Stage IA, alive, 337 days 5259.4
TCGA-B6-A0WY-01A 40 years, female, white, stage:Stage IIIA, dead, 3461 days 5258.2
TCGA-LL-A440-01A 61 years, female, white, stage:Stage IA, alive, 759 days 5254.0
TCGA-BH-A0AU-01A 45 years, female, white, stage:Stage IIA, alive, 1914 days 5252.3
TCGA-D8-A3Z6-01A 56 years, female, white, stage:Stage IIIC, alive, 563 days 5244.6
TCGA-A2-A4RX-01A 67 years, female, black or african american, stage:Stage IIA, alive, 742 days 5233.1
TCGA-BH-A1ET-01A 55 years, female, white, stage:Stage I, dead, 2520 days 5230.5
TCGA-E9-A228-01A 58 years, female, white, stage:Stage IIB, alive, 1285 days 5230.1
TCGA-A2-A0EV-01A 80 years, female, white, stage:Stage IA, alive, 968 days 5224.1
TCGA-E9-A1NG-01A 62 years, female, white, stage:Stage IIA, dead, 786 days 5222.3
TCGA-E9-A229-01A 37 years, female, white, stage:Stage IA, alive, 1148 days 5220.2
TCGA-E2-A10E-01A 64 years, female, white, stage:Stage IIA, alive, 865 days 5218.5
TCGA-A8-A0A2-01A 66 years, female, stage:Stage IIA, alive, 579 days 5216.5
TCGA-B6-A0I5-01A 49 years, female, white, stage:Stage IIB, alive, 8556 days 5214.6
TCGA-4H-AAAK-01A 50 years, female, white, stage:Stage IIIA, alive, 348 days 5203.5
TCGA-AQ-A0Y5-01A 70 years, female, white, stage:Stage IIIA, dead, 172 days 5201.5
TCGA-BH-A0BP-01A 76 years, female, white, stage:Stage I, dead, 2296 days 5180.1
TCGA-BH-A1F5-01A 62 years, female, white, stage:Stage IIA, dead, 2712 days 5173.8
TCGA-C8-A8HR-01A 49 years, female, asian, stage:Stage IIIA, alive, 408 days 5165.5
TCGA-AR-A1AY-01A 65 years, female, white, stage:Stage I, alive, 1026 days 5163.0
TCGA-C8-A12X-01A 62 years, female, asian, stage:Stage IIB, alive, 385 days 5162.9
TCGA-BH-A18R-01A 50 years, female, white, stage:Stage IIA, dead, 1142 days 5159.3
TCGA-AN-A0G0-01A 56 years, female, white, stage:Stage IIA, alive, 16 days 5148.3
TCGA-D8-A27R-01A 41 years, female, white, stage:Stage IIIC, alive, 307 days 5147.7
TCGA-A2-A0D2-01A 45 years, female, white, stage:Stage IIA, alive, 1027 days 5146.7
TCGA-UL-AAZ6-01A 73 years, female, black or african american, stage:Stage IIA, alive, 518 days 5141.9
TCGA-B6-A0RG-01A 26 years, female, white, stage:Stage IIB, alive, 2082 days 5141.8
TCGA-E2-A15C-01A 61 years, female, white, stage:Stage I, alive, 694 days 5131.8
TCGA-C8-A1HE-01A 59 years, female, asian, stage:Stage IIA, alive, 375 days 5123.9
TCGA-B6-A0RO-01A 71 years, female, white, stage:Stage IIIB, alive, 4929 days 5123.0
TCGA-BH-A1F0-01A 80 years, female, white, stage:Stage IIA, dead, 785 days 5118.0
TCGA-E9-A247-01A 59 years, female, white, stage:Stage IA, alive, 1186 days 5111.2
TCGA-BH-A6R8-01A 46 years, female, black or african american, stage:Stage IIA, alive, 293 days 5107.3
TCGA-A8-A09A-01A 40 years, female, stage:Stage X, alive, 304 days 5096.5
TCGA-A2-A0T3-01A 37 years, female, white, stage:Stage IB, alive, 1516 days 5094.1
TCGA-AR-A1AU-01A 39 years, female, white, stage:Stage IIIA, alive, 2868 days 5087.1
TCGA-EW-A1IZ-01A 53 years, female, white, stage:Stage IIIA, alive, 554 days 5067.8
TCGA-B6-A0X5-01A 61 years, female, black or african american, stage:Stage IIB, dead, 2097 days 5066.1
TCGA-JL-A3YW-01A 49 years, female, asian, stage:Stage IIB, alive, 360 days 5063.5
TCGA-D8-A1JD-01A 41 years, female, white, stage:Stage IIB, alive, 552 days 5063.3
TCGA-E9-A22A-01A 74 years, female, white, stage:Stage IIA, alive, 1189 days 5058.1
TCGA-BH-A18N-01A 88 years, female, white, stage:Stage IIA, dead, 468 days 5052.1
TCGA-A8-A09K-01A 68 years, female, stage:Stage IIA, alive, 912 days 5051.2
TCGA-B6-A0WS-01A 58 years, female, black or african american, stage:Stage X, dead, 2965 days 5050.3
TCGA-BH-A0BR-01A 59 years, female, white, stage:Stage I, alive, 2330 days 5025.4
TCGA-A8-A09R-01A 82 years, female, stage:Stage IIB, alive, 273 days 5001.1
TCGA-LL-A8F5-01A 61 years, female, black or african american, stage:Stage IIA, alive, 596 days 4995.7
TCGA-A7-A2KD-01A 53 years, female, black or african american, stage:Stage IIIA, alive, 679 days 4990.4
TCGA-XX-A89A-01A 68 years, female, white, stage:Stage IIB, alive, 488 days 4986.2
TCGA-E2-A1L7-01A 40 years, female, white, stage:Stage IIIA, alive, 1836 days 4983.1
TCGA-E9-A3Q9-01A 78 years, female, white, stage:Stage IIIC, alive, 1001 days 4977.0
TCGA-A8-A08L-01A 89 years, female, stage:Stage IIIA, dead, 30 days 4972.6
TCGA-3C-AALJ-01A 62 years, female, black or african american, stage:Stage IIB, alive, 1474 days 4954.9
TCGA-AR-A5QQ-01A 68 years, female, white, stage:Stage IIIA, dead, 322 days 4952.6
TCGA-AC-A8OS-01A 71 years, female, white, stage:Stage IIA, alive, 70 days 4950.3
TCGA-A2-A04R-01A 36 years, female, black or african american, stage:Stage IA, alive, 3709 days 4947.3
TCGA-B6-A0IK-01A 63 years, female, white, stage:Stage IIIB, dead, 571 days 4939.6
TCGA-D8-A1XV-01A 84 years, female, white, stage:Stage IIA, alive, 461 days 4927.0
TCGA-A8-A06T-01A 75 years, female, stage:Stage IIIA, alive, 1614 days 4912.9
TCGA-E2-A2P6-01A 77 years, female, stage:Stage IIB, alive, 1051 days 4911.2
TCGA-D8-A1XY-01A 74 years, female, white, stage:Stage IIA, alive, 503 days 4907.0
TCGA-A8-A0A7-01A 57 years, female, stage:Stage IIB, alive, 30 days 4901.7
TCGA-B6-A0WT-01A 61 years, female, white, stage:Stage IIB, alive, 5739 days 4897.5
TCGA-E9-A1RI-01A 43 years, female, white, stage:Stage IIIA, alive, 1449 days 4871.4
TCGA-D8-A1JH-01A 56 years, female, white, stage:Stage IA, alive, 426 days 4864.0
TCGA-S3-AA12-01A 82 years, female, black or african american, stage:Stage IIIA, alive, 574 days 4855.6
TCGA-A2-A1G1-01A 85 years, female, white, stage:Stage IIB, alive, 584 days 4846.5
TCGA-E2-A1IE-01A 61 years, female, white, stage:Stage IIB, alive, 2362 days 4842.7
TCGA-E2-A572-01A 72 years, female, black or african american, stage:Stage IIIA, alive, 1208 days 4838.5
TCGA-C8-A1HM-01A 74 years, female, asian, stage:Stage IIA, alive, 375 days 4837.4
TCGA-GM-A2DM-01A 57 years, female, white, stage:Stage IIA, alive, 3226 days 4835.6
TCGA-AC-A3EH-01A 79 years, female, white, stage:Stage IIIC, dead, 197 days 4828.8
TCGA-A2-A0CT-01A 71 years, female, white, stage:Stage IIA, alive, 2289 days 4824.6
TCGA-C8-A131-01A 82 years, female, asian, stage:Stage IIIA, alive, 411 days 4817.8
TCGA-AC-A62V-01A 58 years, male, black or african american, stage:Stage IV, dead, 348 days 4813.6
TCGA-BH-A0B1-01A 66 years, female, white, stage:Stage IIB, alive, 1148 days 4808.4
TCGA-PL-A8LZ-01A 29 years, female, black or african american, stage:Stage IIIB, alive, 302 days 4798.5
TCGA-D8-A27W-01A 55 years, female, white, stage:Stage IIIB, alive, 373 days 4794.4
TCGA-AO-A1KQ-01A 84 years, male, white, stage:Stage IIIB, alive, 1882 days 4792.7
TCGA-A8-A07W-01A 76 years, female, stage:Stage IV, alive, 304 days 4791.9
TCGA-AN-A0FL-01A 62 years, female, white, stage:Stage IIA, alive, 231 days 4767.6
TCGA-C8-A8HP-01A 59 years, female, asian, stage:Stage IIIA, alive, 396 days 4738.2
TCGA-C8-A27B-01A 48 years, female, asian, stage:Stage IIB, alive, 439 days 4724.8
TCGA-E2-A150-01A 48 years, female, white, stage:Stage IIA, alive, 1935 days 4724.3
TCGA-C8-A12L-01A 67 years, female, asian, stage:Stage IIA, alive, 363 days 4722.2
TCGA-PL-A8LX-01A 35 years, female, black or african american, stage:Stage IV, alive, 5 days 4699.1
TCGA-AN-A0FV-01A 58 years, female, white, stage:Stage IIA, alive, 10 days 4695.3
TCGA-EW-A2FR-01A 59 years, female, black or african american, stage:Stage IIIC, alive, 1673 days 4689.8
TCGA-E2-A156-01A 61 years, female, white, stage:Stage I, alive, 726 days 4686.6
TCGA-A8-A085-01A 44 years, male, stage:Stage IIB, alive, 1124 days 4686.2
TCGA-BH-A0HB-01A 55 years, female, white, stage:Stage IA, alive, 806 days 4682.5
TCGA-E2-A1IO-01A 37 years, female, white, stage:Stage I, alive, 1855 days 4682.0
TCGA-A8-A07U-01A 66 years, female, stage:Stage IIIA, alive, 760 days 4657.0
TCGA-AR-A0TX-01A 64 years, female, stage:Stage IIA, alive, 1972 days 4636.3
TCGA-C8-A12O-01A 50 years, female, asian, stage:Stage IIA, alive, 385 days 4634.0
TCGA-E2-A1LS-01A 46 years, female, white, stage:Stage IA, alive, 1604 days 4616.4
TCGA-B6-A0WZ-01A 50 years, female, black or african american, stage:Stage II, alive, 6292 days 4615.9
TCGA-C8-A8HQ-01A 53 years, female, asian, stage:Stage IIB, alive, 380 days 4614.3
TCGA-C8-A1HL-01A 38 years, female, asian, stage:Stage IIIA, alive, 317 days 4605.0
TCGA-D8-A27L-01A 49 years, female, white, stage:Stage IIIA, alive, 499 days 4597.6
TCGA-A2-A04N-01A 66 years, female, white, stage:Stage IA, alive, 4354 days 4593.8
TCGA-GM-A4E0-01A 67 years, female, white, stage:Stage IIIC, alive, 2191 days 4589.8
TCGA-A1-A0SJ-01A 39 years, female, black or african american, stage:Stage IIIA, alive, 416 days 4588.2
TCGA-GM-A2DD-01A 53 years, female, white, stage:Stage I, alive, 2282 days 4584.9
TCGA-A8-A097-01A 65 years, female, stage:Stage IIB, alive, 365 days 4584.0
TCGA-EW-A1PD-01A 61 years, male, white, stage:Stage IIA, alive, 424 days 4574.9
TCGA-EW-A6SB-01A 62 years, female, black or african american, stage:Stage II, alive, 760 days 4572.8
TCGA-E9-A54X-01A 85 years, female, white, stage:Stage IA, alive, 727 days 4571.8
TCGA-D8-A142-01A 74 years, female, white, stage:Stage IIB, alive, 425 days 4570.7
TCGA-BH-A1EO-01A 68 years, female, white, stage:Stage IIA, dead, 2798 days 4561.3
TCGA-B6-A1KI-01A 63 years, female, white, stage:Stage I, alive, 2236 days 4555.6
TCGA-AC-A7VB-01A 51 years, female, black or african american, stage:Stage IIA, alive, 250 days 4541.1
TCGA-A8-A084-01A 81 years, female, stage:Stage IIB, alive, 458 days 4534.5
TCGA-A2-A25E-01A 34 years, female, black or african american, stage:Stage IIIA, alive, 3204 days 4534.4
TCGA-A8-A06Q-01A 63 years, female, stage:Stage IIIA, alive, 31 days 4528.5
TCGA-E2-A152-01A 56 years, female, white, stage:Stage I, alive, 2128 days 4524.0
TCGA-A8-A06U-01A 80 years, female, stage:Stage IIB, dead, 883 days 4523.1
TCGA-LL-A7SZ-01A 49 years, female, black or african american, stage:Stage IIB, alive, 594 days 4514.6
TCGA-BH-A208-01A 48 years, female, white, stage:Stage IIB, dead, 1759 days 4514.1
TCGA-EW-A1PE-01A 56 years, female, white, stage:Stage IIA, alive, 320 days 4506.0
TCGA-B6-A0IM-01A 75 years, female, black or african american, stage:Stage IIB, dead, 3873 days 4504.7
TCGA-A7-A3J0-01A 62 years, female, white, stage:Stage IIA, alive, 313 days 4497.6
TCGA-BH-A0DQ-01A 42 years, female, white, stage:Stage IIB, alive, 98 days 4484.5
TCGA-A2-A0EY-01A 62 years, female, white, stage:Stage IIB, alive, 1925 days 4479.5
TCGA-B6-A0WV-01A 67 years, female, white, stage:Stage IIB, dead, 2417 days 4475.8
TCGA-A2-A0EQ-01A 64 years, female, black or african american, stage:Stage IIA, alive, 2426 days 4468.0
TCGA-E9-A245-01A 47 years, female, white, stage:Stage IIB, dead, 26 days 4460.5
TCGA-LQ-A4E4-01A 73 years, female, white, stage:Stage IIIA, alive, 849 days 4454.8
TCGA-E9-A1NF-01A 60 years, female, white, stage:Stage IIA, dead, 1072 days 4454.0
TCGA-AR-A24L-01A 26 years, female, white, stage:Stage IIB, dead, 2866 days 4443.6
TCGA-D8-A1J9-01A 48 years, female, white, stage:Stage IA, alive, 532 days 4434.6
TCGA-E2-A2P5-01A 78 years, female, black or african american, stage:Stage IIIC, dead, 821 days 4429.0
TCGA-D8-A1XU-01A 56 years, female, white, stage:Stage IA, alive, 395 days 4427.9
TCGA-BH-A1EY-01A 79 years, female, white, stage:Stage IIA, dead, 538 days 4427.3
TCGA-C8-A1HN-01A 56 years, female, asian, stage:Stage IIA, alive, 394 days 4426.3
TCGA-AN-A0FZ-01A 45 years, female, white, stage:Stage IIIA, alive, 10 days 4413.5
TCGA-EW-A6SC-01A 60 years, female, black or african american, stage:Stage IIA, alive, 952 days 4405.8
TCGA-E9-A5FL-01A 65 years, female, white, stage:Stage IIB, alive, 24 days 4396.8
TCGA-A2-A4S3-01A 59 years, female, black or african american, stage:Stage IIB, alive, 666 days 4392.0
TCGA-A2-A0YE-01A 48 years, female, white, stage:Stage IIB, alive, 554 days 4391.8
TCGA-AN-A049-01A 62 years, female, white, stage:Stage IIA, alive, 19 days 4384.5
TCGA-C8-A130-01A 52 years, female, asian, stage:Stage IIIA, alive, 370 days 4382.6
TCGA-BH-A0H9-01A 69 years, female, white, stage:Stage IIA, alive, 1247 days 4378.6
TCGA-E2-A1LA-01A 59 years, female, stage:Stage IIA, alive, 748 days 4377.9
TCGA-D8-A27H-01A 72 years, female, white, stage:Stage IIA, alive, 397 days 4376.0
TCGA-E2-A1BC-01A 63 years, female, stage:Stage IA, alive, 501 days 4363.8
TCGA-C8-A26W-01A 58 years, female, asian, stage:Stage IIB, alive, 381 days 4356.0
TCGA-B6-A0IE-01A 38 years, female, black or african american, stage:Stage IIIA, dead, 1993 days 4355.6
TCGA-AO-A0JA-01A 36 years, female, black or african american, stage:Stage IIIC, alive, 655 days 4352.8
TCGA-A7-A4SA-01A 40 years, female, white, stage:Stage IIB, alive, 454 days 4343.5
TCGA-D8-A1XQ-01A 69 years, female, white, stage:Stage IIA, alive, 499 days 4318.7
TCGA-BH-A0DE-01A 62 years, female, white, stage:Stage IIA, alive, 2372 days 4305.2
TCGA-AQ-A54O-01A 51 years, male, black or african american, stage:Stage IIA, alive, 1001 days 4292.8
TCGA-BH-A0DH-01A 63 years, female, white, stage:Stage IIB, alive, 1156 days 4291.5
TCGA-D8-A27M-01A 59 years, female, white, stage:Stage IA, alive, 410 days 4278.9
TCGA-BH-A1EX-01A 67 years, female, white, stage:Stage IIB, dead, 1508 days 4276.4
TCGA-A1-A0SG-01A 61 years, female, white, stage:Stage IIB, alive, 434 days 4272.0
TCGA-BH-A0GY-01A 67 years, female, white, stage:Stage IIA, alive, 923 days 4271.9
TCGA-LL-A442-01A 56 years, female, black or african american, stage:Stage IIA, alive, 889 days 4265.5
TCGA-BH-A0C0-01A 62 years, female, white, stage:Stage IIA, alive, 1270 days 4240.4
TCGA-D8-A1XT-01A 61 years, female, white, stage:Stage IIA, alive, 506 days 4229.8
TCGA-D8-A1XC-01A 85 years, female, white, stage:Stage IIIB, dead, 377 days 4228.0
TCGA-AO-A12E-01A 51 years, female, white, stage:Stage IIB, alive, 2142 days 4210.9
TCGA-A2-A0ER-01A 63 years, female, white, stage:Stage IB, alive, 2263 days 4186.9
TCGA-AC-A8OQ-01A 72 years, female, black or african american, stage:Stage IIB, alive, 34 days 4183.8
TCGA-C8-A137-01A 34 years, female, asian, stage:Stage IIB, alive, 379 days 4182.9
TCGA-A8-A06Z-01A 84 years, female, stage:Stage IIB, alive, 31 days 4181.6
TCGA-A7-A4SD-01A 52 years, female, black or african american, stage:Stage IIA, alive, 441 days 4165.7
TCGA-E2-A1LE-01A 71 years, female, white, stage:Stage IIIC, dead, 879 days 4158.3
TCGA-BH-A204-01A 80 years, female, white, stage:Stage IIB, dead, 2534 days 4158.0
TCGA-A8-A076-01A 66 years, female, stage:Stage IIA, alive, 1642 days 4153.4
TCGA-E2-A159-01A 50 years, female, white, stage:Stage IIA, alive, 762 days 4152.7
TCGA-E9-A3QA-01A 33 years, female, white, stage:Stage IIA, alive, 918 days 4149.7
TCGA-S3-AA14-01A 47 years, female, black or african american, stage:Stage I, alive, 529 days 4134.0
TCGA-A8-A08O-01A 45 years, female, stage:Stage IV, alive, 943 days 4132.4
TCGA-C8-A12Q-01A 78 years, female, asian, stage:Stage IIIA, dead, 385 days 4126.5
TCGA-A2-A04W-01A 50 years, female, white, stage:Stage IIB, alive, 3102 days 4124.5
TCGA-PE-A5DD-01A 64 years, female, asian, stage:Stage IIA, alive, 1953 days 4123.9
TCGA-C8-A26Z-01A 59 years, female, asian, stage:Stage IIA, alive, 470 days 4122.4
TCGA-E9-A248-01A 51 years, female, white, stage:Stage IIA, alive, 59 days 4116.3
TCGA-A1-A0SH-01A 39 years, female, white, stage:Stage IIA, alive, 1437 days 4113.0
TCGA-AO-A0J2-01A 41 years, female, white, stage:Stage IA, alive, 997 days 4108.2
TCGA-AR-A24U-01A 47 years, female, white, stage:Stage IIA, alive, 3128 days 4101.4
TCGA-D8-A27E-01A 66 years, female, white, stage:Stage IA, alive, 530 days 4097.5
TCGA-C8-A132-01A 56 years, female, asian, stage:Stage IIB, alive, 383 days 4094.3
TCGA-BH-A1FG-01A 88 years, female, white, stage:Stage I, dead, 577 days 4083.9
TCGA-AC-A2FM-01A 87 years, female, white, stage:Stage IIB, dead, 792 days 4080.1
TCGA-A2-A0CW-01A 67 years, female, white, stage:Stage IIB, alive, 3283 days 4079.3
TCGA-D8-A1JF-01A 79 years, female, white, stage:Stage IIIA, alive, 366 days 4079.2
TCGA-E9-A1N5-01A 45 years, female, white, stage:Stage IIB, alive, 1120 days 4074.5
TCGA-D8-A13Y-01A 52 years, female, white, stage:Stage IA, alive, 1728 days 4057.3
TCGA-AO-A0JI-01A 56 years, female, white, stage:Stage IIA, alive, 1528 days 4047.6
TCGA-A8-A09N-01A 57 years, female, stage:Stage IIIC, alive, 31 days 4033.6
TCGA-B6-A0RM-01A 57 years, female, black or african american, stage:Stage X, dead, 2373 days 4018.0
TCGA-B6-A0X1-01A 48 years, female, white, stage:'--, dead, 7455 days 4005.3
TCGA-LL-A740-01A 61 years, female, black or african american, stage:Stage IA, alive, 441 days 4001.5
TCGA-A7-A0D9-01A 37 years, female, white, stage:Stage IIA, alive, 1139 days 3991.9
TCGA-EW-A1P6-01A 64 years, female, white, stage:Stage IIB, alive, 562 days 3985.5
TCGA-GM-A2DC-01A 57 years, female, white, stage:Stage IIA, alive, 2535 days 3960.8
TCGA-E9-A1R7-01A 64 years, female, white, stage:Stage IIA, alive, 1467 days 3960.5
TCGA-EW-A2FV-01A 39 years, female, white, stage:Stage IIIC, alive, 788 days 3958.7
TCGA-C8-A26X-01A 58 years, female, asian, stage:Stage IIA, alive, 376 days 3955.2
TCGA-A7-A26G-01A 50 years, female, black or african american, stage:Stage IIA, alive, 722 days 3951.7
TCGA-E2-A155-01A 58 years, female, white, stage:Stage IIB, alive, 640 days 3940.2
TCGA-BH-A1EN-01A 78 years, female, white, stage:Stage IIA, dead, 2127 days 3938.1
TCGA-E2-A106-01A 34 years, female, asian, stage:Stage IB, alive, 2541 days 3891.7
TCGA-D8-A1JL-01A 72 years, female, white, stage:Stage IIA, alive, 611 days 3885.5
TCGA-A2-A0SW-01A 82 years, female, white, stage:Stage IV, dead, 1365 days 3879.3
TCGA-LL-A7T0-01A 70 years, female, black or african american, stage:Stage IIB, alive, 376 days 3871.5
TCGA-A8-A08I-01A 53 years, female, stage:Stage IIA, alive, 365 days 3851.3
TCGA-AN-A0XS-01A 63 years, female, white, stage:Stage IIIA, alive, 10 days 3826.8
TCGA-BH-A1F8-01A 90 years, female, white, stage:Stage IIIB, dead, 1 days 3818.8
TCGA-E9-A1N3-01A 70 years, female, white, stage:Stage IIIA, alive, 1059 days 3795.3
TCGA-A8-A09D-01A 47 years, female, stage:Stage IIB, alive, 1522 days 3792.3
TCGA-A7-A3RF-01A 79 years, female, white, stage:Stage IIA, alive, 408 days 3791.1
TCGA-A2-A0YT-01A 56 years, female, white, stage:Stage IIIB, dead, 723 days 3790.8
TCGA-A2-A1FW-01A 62 years, female, white, stage:Stage IIIA, alive, 528 days 3760.2
TCGA-S3-AA0Z-01A 63 years, female, black or african american, stage:Stage IIB, alive, 629 days 3758.5
TCGA-A2-A0EU-01A 79 years, female, white, stage:Stage IA, alive, 1043 days 3749.6
TCGA-AR-A0U0-01A 73 years, female, white, stage:Stage IIB, alive, 1988 days 3749.5
TCGA-D8-A1X9-01A 66 years, female, white, stage:Stage IIB, alive, 727 days 3739.1
TCGA-GM-A2DA-01A 46 years, female, white, stage:Stage IIB, dead, 6593 days 3731.1
TCGA-OL-A5D6-01A 71 years, female, black or african american, stage:Stage IIA, dead, 1104 days 3683.6
TCGA-EW-A6SD-01A 32 years, female, black or african american, stage:Stage IIB, alive, 1010 days 3670.0
TCGA-AN-A0FY-01A 55 years, female, white, stage:Stage IA, alive, 10 days 3661.3
TCGA-E9-A1N6-01A 52 years, female, white, stage:Stage IIB, dead, 678 days 3647.3
TCGA-AO-A0JB-01A 50 years, female, white, stage:Stage IIIA, alive, 1542 days 3645.9
TCGA-AR-A250-01A 58 years, female, white, stage:Stage IIA, alive, 2707 days 3631.4
TCGA-AC-A23C-01A 62 years, female, white, stage:Stage IIB, alive, 585 days 3609.6
TCGA-GI-A2C8-01A 63 years, female, white, stage:Stage IIIB, alive, 225 days 3584.7
TCGA-S3-AA15-01A 51 years, female, black or african american, stage:Stage IIB, alive, 525 days 3575.3
TCGA-A2-A0T1-01A 55 years, female, american indian or alaska native, stage:Stage IIIC, alive, 521 days 3565.3
TCGA-B6-A0I8-01A 46 years, female, white, stage:Stage X, dead, 749 days 3564.6
TCGA-C8-A27A-01A 48 years, female, asian, stage:Stage IIB, alive, 747 days 3547.3
TCGA-EW-A6S9-01A 34 years, female, black or african american, stage:Stage IIA, alive, 463 days 3547.0
TCGA-A8-A07B-01A 69 years, female, stage:Stage IIA, alive, 1308 days 3523.2
TCGA-D8-A1XZ-01A 81 years, female, white, stage:Stage IIIA, alive, 466 days 3520.7
TCGA-AR-A24Z-01A 57 years, female, white, stage:Stage IIA, alive, 3001 days 3501.5
TCGA-E2-A15O-01A 89 years, female, black or african american, stage:Stage I, alive, 289 days 3459.0
TCGA-E2-A15P-01A 61 years, female, white, stage:Stage IA, alive, 595 days 3453.4
TCGA-A8-A091-01A 61 years, female, stage:Stage IIA, alive, 1004 days 3452.7
TCGA-AN-A0FT-01A 63 years, female, white, stage:Stage IIB, alive, 214 days 3452.1
TCGA-BH-A1FR-01A 73 years, female, white, stage:Stage IIIB, dead, 1642 days 3445.3
TCGA-E2-A10C-01A 54 years, female, white, stage:Stage IIB, alive, 1220 days 3442.2
TCGA-E9-A22B-01A 71 years, female, white, stage:Stage IA, alive, 1167 days 3431.5
TCGA-C8-A138-01A 54 years, female, asian, stage:Stage IIIA, alive, 380 days 3427.6
TCGA-AR-A0TZ-01A 43 years, female, white, stage:'--, dead, 3262 days 3400.1
TCGA-D8-A13Z-01A 51 years, female, white, stage:'--, alive, 635 days 3393.4
TCGA-D8-A1XD-01A 36 years, female, white, stage:Stage IIIA, alive, 522 days 3379.7
TCGA-AR-A0U2-01A 47 years, female, white, stage:Stage IIIA, dead, 2551 days 3357.2
TCGA-E9-A1R4-01A 66 years, female, white, stage:Stage IA, alive, 186 days 3320.9
TCGA-EW-A6SA-01A 59 years, male, black or african american, stage:Stage II, alive, 510 days 3312.1
TCGA-EW-A1P4-01A 43 years, female, white, stage:Stage IIA, alive, 907 days 3309.7
TCGA-AO-A12D-01A 43 years, female, white, stage:Stage IIA, alive, 2515 days 3307.8
TCGA-B6-A0IG-01A 50 years, female, white, stage:Stage IIB, dead, 4456 days 3291.3
TCGA-A2-A4S1-01A 66 years, female, white, stage:Stage IIA, alive, 820 days 3271.1
TCGA-OL-A66P-01A 75 years, female, black or african american, stage:Stage IIA, alive, 428 days 3270.7
TCGA-E9-A2JS-01A 72 years, female, white, stage:Stage IIB, dead, 904 days 3269.1
TCGA-E9-A5UO-01A 41 years, female, white, stage:Stage IIA, alive, 785 days 3268.3
TCGA-3C-AALI-01A 50 years, female, black or african american, stage:Stage IIB, alive, 4005 days 3249.2
TCGA-A8-A08R-01A 52 years, female, stage:Stage IIB, alive, 30 days 3240.1
TCGA-C8-A26V-01A 47 years, female, asian, stage:Stage IIIA, alive, 616 days 3207.7
TCGA-A7-A4SF-01A 54 years, female, black or african american, stage:Stage IIA, alive, 545 days 3206.5
TCGA-D8-A1X5-01A 81 years, female, white, stage:Stage IIIC, alive, 565 days 3204.5
TCGA-A2-A0YG-01A 63 years, female, white, stage:Stage IIIC, alive, 666 days 3194.4
TCGA-A7-A4SB-01A 56 years, female, white, stage:Stage IIIA, alive, 418 days 3190.0
TCGA-EW-A1PA-01A 59 years, female, white, stage:Stage IIB, alive, 575 days 3187.3
TCGA-AO-A12H-01A 69 years, female, black or african american, stage:Stage IIA, alive, 1234 days 3179.3
TCGA-AR-A0TQ-01A 27 years, female, white, stage:Stage IIIA, alive, 2991 days 3178.6
TCGA-C8-A12W-01A 49 years, female, asian, stage:Stage IIIB, alive, 385 days 3159.8
TCGA-OL-A5D8-01A 40 years, female, black or african american, stage:Stage IIB, alive, 973 days 3158.5
TCGA-EW-A1P5-01A 77 years, female, white, stage:Stage IIB, alive, 703 days 3156.8
TCGA-AN-A0AL-01A 41 years, female, white, stage:Stage IIIB, alive, 227 days 3148.1
TCGA-A2-A04Y-01A 53 years, female, white, stage:Stage IIB, alive, 1099 days 3107.6
TCGA-BH-A0H6-01A 82 years, female, white, stage:Stage I, alive, 747 days 3101.7
TCGA-BH-A0E7-01A 79 years, female, white, stage:Stage IIB, alive, 1363 days 3089.6
TCGA-EW-A1PF-01A 50 years, female, white, stage:Stage IA, alive, 439 days 3075.2
TCGA-BH-A0HW-01A 62 years, female, asian, stage:Stage IA, alive, 1561 days 3045.3
TCGA-A8-A075-01A 42 years, female, stage:Stage IIB, alive, 518 days 2965.5
TCGA-C8-A12P-01A 55 years, female, asian, stage:Stage IIB, alive, 358 days 2964.6
TCGA-AR-A251-01A 51 years, female, white, stage:Stage IIIA, alive, 3030 days 2962.8
TCGA-A7-A6VY-01A 48 years, female, black or african american, stage:Stage IIB, alive, 266 days 2946.4
TCGA-E9-A1RE-01A 74 years, female, white, stage:Stage IIIA, alive, 1419 days 2946.3
TCGA-E2-A1LB-01A 41 years, female, black or african american, stage:Stage IIB, alive, 2306 days 2939.6
TCGA-E2-A14W-01A 78 years, male, white, stage:Stage IIA, alive, 974 days 2938.8
TCGA-GM-A2DB-01A 62 years, female, white, stage:Stage IIA, alive, 2406 days 2909.4
TCGA-E9-A1RH-01A 63 years, female, white, stage:Stage IIA, alive, 1417 days 2900.8
TCGA-C8-A134-01A 52 years, female, asian, stage:Stage IIA, alive, 383 days 2883.9
TCGA-A2-A0D4-01A 37 years, female, black or african american, stage:Stage IIB, alive, 767 days 2820.9
TCGA-E2-A15S-01A 34 years, female, white, stage:Stage IIB, alive, 428 days 2812.5
TCGA-E2-A15F-01A 64 years, female, white, stage:Stage I, alive, 658 days 2811.8
TCGA-A2-A4S0-01A 77 years, female, white, stage:Stage IIA, alive, 706 days 2810.1
TCGA-BH-A0BW-01A 71 years, female, black or african american, stage:Stage I, alive, 2371 days 2785.8
TCGA-GM-A2DK-01A 58 years, female, white, stage:Stage I, alive, 2645 days 2658.4
TCGA-E9-A1R6-01A 63 years, female, white, stage:Stage IIA, alive, 339 days 2584.2
TCGA-AR-A0TW-01A 50 years, female, white, stage:Stage IIIA, alive, 3009 days 2556.0
TCGA-A8-A06R-01A 69 years, female, stage:Stage IIB, alive, 547 days 2552.5
TCGA-E2-A1LH-01A 59 years, female, white, stage:Stage I, alive, 3247 days 2508.6
TCGA-EW-A1J6-01A 70 years, female, white, stage:Stage I, alive, 875 days 2430.3
TCGA-BH-A0GZ-01A 62 years, female, white, stage:Stage IIA, alive, 328 days 2409.5
TCGA-E9-A226-01A 45 years, female, white, stage:Stage IIIA, dead, 1048 days 2389.4
TCGA-C8-A12U-01A 46 years, female, asian, stage:Stage IIB, alive, 385 days 2368.6
TCGA-C8-A278-01A 61 years, female, asian, stage:Stage IIIA, alive, 297 days 2333.3
TCGA-B6-A0IN-01A 45 years, female, white, stage:Stage X, dead, 2573 days 2291.8
TCGA-AO-A03T-01A 42 years, female, white, stage:Stage IIB, alive, 2124 days 2236.8
TCGA-A2-A0CU-01A 73 years, female, white, stage:Stage IIA, dead, 158 days 2236.0
TCGA-GM-A2DF-01A 53 years, female, black or african american, stage:Stage IIA, alive, 2155 days 2174.3
TCGA-A2-A04P-01A 36 years, female, black or african american, stage:Stage IIIC, dead, 548 days 1963.3
TCGA-A7-A0DC-01A 63 years, female, white, stage:Stage IA, alive, 906 days 1420.3
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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.

RPS27 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.

: 1683.66
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 1493.3
Number of samples 50
Samples
Sample Description pTPM
DO228453 34 years, female, NA, stage:0, alive, 4157 days 2848.9
DO228430 31 years, female, NA, stage:1, alive, 4647 days 2204.6
DO228460 25 years, female, NA, stage:2, alive, 3385 days 2177.5
DO228266 33 years, female, NA, stage:2, dead, 3785 days 2155.9
DO228427 31 years, female, NA, stage:2, alive, 3995 days 2142.6
DO228350 34 years, female, NA, stage:1, alive, 3069 days 2135.1
DO228247 33 years, female, NA, stage:3, dead, 2584 days 2092.5
DO228433 34 years, female, NA, stage:3, alive, 1929 days 2055.0
DO228488 30 years, female, NA, stage:2, alive, 991 days 2043.2
DO228516 35 years, female, NA, stage:2, alive, 447 days 1950.3
DO228293 28 years, female, NA, stage:2, alive, 4339 days 1908.7
DO228426 35 years, female, NA, stage:2, alive, 4129 days 1890.5
DO228423 34 years, female, NA, stage:2, alive, 4136 days 1875.6
DO228431 32 years, female, NA, stage:2, alive, 2915 days 1828.8
DO228502 27 years, female, NA, stage:1, alive, 164 days 1790.9
DO228332 33 years, female, NA, stage:2, alive, 4776 days 1773.1
DO228409 31 years, female, NA, stage:1, alive, 4423 days 1769.4
DO228477 33 years, female, NA, stage:3, alive, 2188 days 1739.4
DO228479 27 years, female, NA, stage:2, alive, 1985 days 1691.4
DO228290 31 years, female, NA, stage:2, alive, 4268 days 1683.7
DO228321 35 years, female, NA, stage:2, dead, 4286 days 1679.5
DO228439 33 years, female, NA, stage:1, alive, 1845 days 1654.1
DO228295 31 years, female, NA, stage:2, dead, 2616 days 1608.5
DO228499 29 years, female, NA, stage:1, alive, 284 days 1608.2
DO228340 34 years, female, NA, stage:3, dead, 1051 days 1536.4
DO228268 35 years, female, NA, stage:2, alive, 5084 days 1522.0
DO228506 32 years, female, NA, stage:1, alive, 489 days 1514.5
DO228521 32 years, female, NA, stage:1, alive, 287 days 1494.5
DO228404 29 years, female, NA, stage:1, alive, 3737 days 1488.9
DO228455 34 years, female, NA, stage:1, alive, 3115 days 1477.2
DO228310 33 years, female, NA, stage:2, dead, 153 days 1444.4
DO228307 35 years, female, NA, stage:2, alive, 4928 days 1397.2
DO228272 32 years, female, NA, stage:2, alive, 4126 days 1354.8
DO228262 33 years, female, NA, stage:2, alive, 3889 days 1272.4
DO228260 32 years, female, NA, stage:2, alive, 3026 days 1268.8
DO228509 33 years, female, NA, stage:1, alive, 377 days 1263.6
DO228452 32 years, female, NA, stage:2, dead, 1354 days 1212.1
DO228300 35 years, female, NA, stage:2, alive, 952 days 1184.9
DO228319 35 years, female, NA, stage:1, alive, 4716 days 1170.0
DO228441 29 years, female, NA, stage:1, dead, 147 days 1167.6
DO228256 29 years, female, NA, stage:2, alive, 2312 days 1160.8
DO228449 27 years, female, NA, stage:2, alive, 4896 days 1130.5
DO228356 33 years, female, NA, stage:2, dead, 3732 days 995.1
DO228283 33 years, female, NA, stage:3, alive, 5180 days 874.9
DO228471 28 years, female, NA, stage:2, alive, 1827 days 861.4
DO228383 30 years, female, NA, stage:2, alive, 3975 days 850.6
DO229483 34 years, female, NA, stage:0, alive, 299 days 275.1
DO228276 32 years, female, NA, stage:2, alive, 4613 days 185.3
DO228246 26 years, female, NA, stage:3, dead, 327 days 179.7
DO228483 34 years, female, NA, stage:0, alive, 1994 days 74.7
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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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