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RPS12
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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 PROTEIN EXPRESSION
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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.

RPS12 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.

: 4213.17
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 3402.1
Number of samples 1022
Samples
Sample Description pTPM
TCGA-C8-A130-01A 52 years, female, asian, stage:Stage IIIA, alive, 370 days 32204.7
TCGA-A2-A0CY-01A 63 years, female, white, stage:Stage IIB, alive, 1673 days 18039.3
TCGA-BH-A1FN-01A 34 years, female, white, stage:Stage IIA, dead, 2192 days 13711.3
TCGA-EW-A3U0-01A 61 years, female, black or african american, stage:Stage IIIA, alive, 532 days 13497.8
TCGA-AO-A124-01A 38 years, female, white, stage:Stage IIA, alive, 3506 days 11664.4
TCGA-BH-A0B9-01A 44 years, female, white, stage:Stage IA, alive, 1572 days 11582.5
TCGA-E9-A244-01A 54 years, female, white, stage:Stage IIA, alive, 21 days 11152.8
TCGA-AN-A0AR-01A 55 years, female, white, stage:Stage IIA, alive, 10 days 10608.0
TCGA-LL-A6FR-01A 50 years, female, black or african american, stage:Stage IIA, alive, 489 days 10498.0
TCGA-A7-A6VW-01A 48 years, female, black or african american, stage:Stage IIA, alive, 285 days 10470.0
TCGA-BH-A5IZ-01A 51 years, female, black or african american, stage:Stage IIB, alive, 567 days 10182.8
TCGA-E2-A574-01A 44 years, female, black or african american, stage:Stage IIA, alive, 1179 days 9436.5
TCGA-AN-A0XU-01A 54 years, female, white, stage:Stage IIA, alive, 10 days 9331.2
TCGA-AR-A24K-01A 46 years, female, white, stage:Stage IIA, alive, 1548 days 9331.0
TCGA-E2-A1II-01A 51 years, female, white, stage:Stage I, alive, 1025 days 9324.0
TCGA-E2-A158-01A 43 years, female, white, stage:Stage IIA, alive, 450 days 8875.1
TCGA-AN-A0AJ-01A 79 years, female, white, stage:Stage IIB, alive, 303 days 8792.5
TCGA-C8-A12X-01A 62 years, female, asian, stage:Stage IIB, alive, 385 days 8738.7
TCGA-A7-A0CE-01A 57 years, female, white, stage:Stage IIA, alive, 1074 days 8453.7
TCGA-A8-A09Q-01A 83 years, female, stage:Stage IIIB, alive, 761 days 8392.2
TCGA-B6-A402-01A 47 years, female, black or african american, stage:Stage I, alive, 2281 days 8307.4
TCGA-EW-A1P8-01A 58 years, female, white, stage:Stage IIIC, dead, 239 days 8247.0
TCGA-AR-A1AH-01A 51 years, female, white, stage:Stage IIB, alive, 3807 days 8242.7
TCGA-A2-A04W-01A 50 years, female, white, stage:Stage IIB, alive, 3102 days 8199.6
TCGA-LL-A5YN-01A 46 years, female, black or african american, stage:Stage IIA, alive, 447 days 8099.4
TCGA-AC-A3QP-01A 79 years, female, white, stage:Stage IIB, alive, 675 days 8011.3
TCGA-WT-AB41-01A 55 years, female, black or african american, stage:Stage IIB, alive, 1611 days 7975.6
TCGA-D8-A1JP-01A 73 years, female, white, stage:Stage IA, alive, 639 days 7959.7
TCGA-E9-A22G-01A 47 years, female, white, stage:Stage IIA, alive, 1239 days 7959.0
TCGA-A2-A3XU-01A 35 years, female, black or african american, stage:Stage IIB, dead, 912 days 7896.9
TCGA-A1-A0SP-01A 40 years, female, stage:Stage IIA, alive, 584 days 7874.5
TCGA-E2-A576-01A 69 years, female, black or african american, stage:Stage IA, alive, 1043 days 7842.3
TCGA-A1-A0SB-01A 70 years, female, white, stage:Stage I, alive, 259 days 7722.5
TCGA-A8-A08C-01A 65 years, female, stage:Stage IIA, alive, 881 days 7600.6
TCGA-A2-A3XT-01A 45 years, female, black or african american, stage:Stage IIB, alive, 2770 days 7230.8
TCGA-E2-A155-01A 58 years, female, white, stage:Stage IIB, alive, 640 days 7104.8
TCGA-D8-A1Y3-01A 61 years, female, white, stage:Stage IIIA, alive, 430 days 7071.6
TCGA-AR-A2LE-01A 69 years, female, white, stage:Stage I, alive, 5062 days 7049.6
TCGA-GM-A3XL-01A 49 years, female, black or african american, stage:Stage IIA, alive, 2108 days 7001.5
TCGA-D8-A1XK-01A 55 years, female, white, stage:Stage IIB, alive, 441 days 6930.5
TCGA-A2-A04T-01A 62 years, female, white, stage:Stage IIA, alive, 2246 days 6857.0
TCGA-BH-A42V-01A 41 years, female, black or african american, stage:Stage IB, alive, 635 days 6802.0
TCGA-B6-A0IQ-01A 40 years, female, white, stage:Stage IIIA, alive, 4285 days 6782.8
TCGA-A2-A1G4-01A 71 years, female, white, stage:Stage IIIA, alive, 595 days 6755.5
TCGA-E2-A14R-01A 62 years, female, white, stage:Stage IIA, alive, 1174 days 6739.1
TCGA-BH-A18Q-01A 56 years, female, white, stage:Stage IIB, dead, 1692 days 6655.0
TCGA-B6-A0X0-01A 54 years, female, white, stage:Stage I, dead, 3945 days 6624.7
TCGA-PL-A8LY-01A 30 years, female, black or african american, stage:Stage IIB, alive, 8 days 6623.9
TCGA-BH-A0BR-01A 59 years, female, white, stage:Stage I, alive, 2330 days 6527.6
TCGA-E9-A6HE-01A 45 years, female, white, stage:Stage IIIC, alive, 847 days 6472.1
TCGA-AN-A0AT-01A 62 years, female, white, stage:Stage IIA, alive, 10 days 6435.8
TCGA-A2-A0T0-01A 59 years, female, white, stage:Stage IIB, alive, 533 days 6428.7
TCGA-A2-A0YL-01A 48 years, female, white, stage:Stage IIIA, alive, 1474 days 6405.1
TCGA-AC-A7VC-01A 56 years, female, white, stage:Stage IIB, alive, 1 days 6393.1
TCGA-OL-A66N-01A 59 years, female, white, stage:Stage IIIC, alive, 792 days 6385.8
TCGA-AR-A0TP-01A 43 years, female, white, stage:Stage IIA, alive, 4275 days 6373.3
TCGA-E9-A3X8-01A 48 years, female, white, stage:Stage IIB, alive, 926 days 6360.0
TCGA-OL-A5RX-01A 51 years, female, black or african american, stage:Stage IA, alive, 878 days 6356.4
TCGA-A8-A07O-01A 51 years, female, stage:Stage IIA, alive, 304 days 6349.8
TCGA-AR-A1AR-01A 50 years, female, white, stage:Stage IIIA, dead, 524 days 6327.4
TCGA-BH-A42U-01A 80 years, female, black or african american, stage:Stage IIA, alive, 3364 days 6312.9
TCGA-E2-A15J-01A 51 years, female, white, stage:Stage I, alive, 1640 days 6264.9
TCGA-GM-A3XG-01A 46 years, female, white, stage:Stage IIIA, alive, 1330 days 6254.7
TCGA-AN-A03Y-01A 66 years, female, white, stage:Stage IIA, alive, 10 days 6235.2
TCGA-A8-A07C-01A 57 years, female, stage:Stage IIA, alive, 1034 days 6206.3
TCGA-A2-A3Y0-01A 57 years, female, black or african american, stage:Stage IIB, alive, 1546 days 6164.3
TCGA-E9-A1NC-01A 61 years, female, white, stage:Stage IIB, alive, 1203 days 6142.3
TCGA-A2-A0ST-01A 62 years, female, white, stage:Stage IIA, alive, 3017 days 6139.1
TCGA-A2-A0D2-01A 45 years, female, white, stage:Stage IIA, alive, 1027 days 6119.9
TCGA-AR-A2LJ-01A 40 years, female, white, stage:Stage IIIA, alive, 2632 days 6118.1
TCGA-LL-A5YL-01A 64 years, female, white, stage:Stage IIB, alive, 519 days 6075.7
TCGA-D8-A27F-01A 40 years, female, white, stage:Stage IIA, alive, 488 days 6021.9
TCGA-LL-A6FQ-01A 77 years, female, black or african american, stage:Stage IIIA, alive, 80 days 6010.9
TCGA-EW-A1P7-01A 59 years, female, white, stage:Stage IIA, alive, 915 days 5995.0
TCGA-A7-A5ZW-01A 47 years, female, black or african american, stage:Stage IIA, alive, 326 days 5966.9
TCGA-BH-A0BG-01A 73 years, female, white, stage:Stage I, alive, 1871 days 5946.6
TCGA-A2-A0T5-01A 39 years, female, white, stage:Stage IIA, alive, 531 days 5929.4
TCGA-BH-A0E0-01A 38 years, female, white, stage:Stage IIIC, alive, 134 days 5894.1
TCGA-BH-AB28-01A 53 years, female, white, stage:Stage IIIA, alive, 287 days 5869.0
TCGA-OL-A66K-01A 72 years, female, white, stage:Stage IIA, dead, 1275 days 5865.6
TCGA-A2-A0CM-01A 40 years, female, black or african american, stage:Stage IIA, dead, 754 days 5843.0
TCGA-AR-A24S-01A 61 years, female, white, stage:Stage I, alive, 2976 days 5818.3
TCGA-A7-A3IY-01A 71 years, female, white, stage:Stage I, alive, 345 days 5811.1
TCGA-BH-A1FD-01A 68 years, female, white, stage:Stage I, dead, 1009 days 5794.9
TCGA-B6-A0RV-01A 42 years, female, white, stage:Stage IIIA, alive, 5156 days 5753.3
TCGA-BH-A42T-01A 75 years, female, black or african american, stage:Stage IIA, dead, 320 days 5751.4
TCGA-E9-A1N9-01A 58 years, female, white, stage:Stage IIA, alive, 1101 days 5709.3
TCGA-BH-A0AV-01A 52 years, female, black or african american, stage:Stage I, alive, 1820 days 5675.1
TCGA-D8-A1XO-01A 56 years, female, white, stage:Stage IIB, alive, 1682 days 5672.5
TCGA-A2-A3XW-01A 42 years, female, black or african american, stage:Stage IIB, alive, 1712 days 5667.1
TCGA-AN-A0XT-01A 54 years, female, white, stage:Stage IIIA, alive, 10 days 5656.4
TCGA-BH-A0DD-01A 58 years, male, white, stage:Stage IIB, alive, 2486 days 5633.1
TCGA-GM-A5PX-01A 65 years, female, white, stage:Stage IIB, alive, 551 days 5629.9
TCGA-BH-A203-01A 78 years, female, white, stage:Stage IIB, dead, 1174 days 5610.0
TCGA-A7-A0CJ-01A 57 years, female, white, stage:Stage IIA, alive, 931 days 5572.0
TCGA-A8-A08B-01A 52 years, female, stage:Stage IIA, alive, 1156 days 5567.9
TCGA-BH-A18R-01A 50 years, female, white, stage:Stage IIA, dead, 1142 days 5551.2
TCGA-A2-A0SY-01A 62 years, female, white, stage:Stage IIIA, alive, 1347 days 5540.7
TCGA-AN-A0AS-01A 70 years, female, white, stage:Stage IIIA, alive, 10 days 5533.3
TCGA-JL-A3YX-01A 46 years, female, asian, stage:Stage IIA, alive, 352 days 5511.9
TCGA-D8-A1JM-01A 59 years, female, white, stage:Stage IIB, alive, 590 days 5494.0
TCGA-AC-A62X-01A 72 years, female, black or african american, stage:Stage IIA, alive, 417 days 5476.5
TCGA-A2-A0SU-01A 66 years, female, white, stage:Stage IIA, alive, 1662 days 5420.6
TCGA-B6-A409-01A 44 years, female, black or african american, stage:Stage IIIA, dead, 573 days 5390.6
TCGA-AO-A1KO-01A 46 years, female, white, stage:Stage IIB, alive, 622 days 5379.4
TCGA-D8-A1JJ-01A 54 years, female, white, stage:Stage IIA, alive, 611 days 5354.9
TCGA-E9-A5FK-01A 60 years, female, white, stage:Stage IIIC, alive, 812 days 5347.8
TCGA-E2-A14X-01A 55 years, female, black or african american, stage:Stage IIIA, alive, 972 days 5347.6
TCGA-Z7-A8R5-01A 61 years, female, white, stage:Stage IIIA, alive, 3287 days 5340.7
TCGA-AC-A23E-01A 50 years, female, white, stage:Stage IIB, alive, 698 days 5324.5
TCGA-A2-A0CK-01A 60 years, female, white, stage:Stage IIIA, alive, 4159 days 5323.9
TCGA-A7-A5ZX-01A 48 years, female, white, stage:Stage IIIC, alive, 336 days 5263.5
TCGA-AR-A24Q-01A 49 years, female, white, stage:Stage IIB, alive, 3172 days 5262.6
TCGA-LD-A66U-01A 44 years, female, white, stage:Stage IIB, alive, 646 days 5219.7
TCGA-OL-A66H-01A 74 years, female, black or african american, stage:Stage IB, alive, 812 days 5218.9
TCGA-AR-A24X-01A 52 years, female, white, stage:Stage IIA, alive, 3004 days 5191.6
TCGA-A2-A0D1-01A 76 years, female, white, stage:Stage IIA, alive, 1051 days 5187.3
TCGA-AR-A0U4-01A 54 years, female, white, stage:Stage IIA, alive, 3261 days 5156.8
TCGA-A2-A1G6-01A 50 years, female, white, stage:Stage IIIA, alive, 501 days 5155.0
TCGA-EW-A1OZ-01A 56 years, female, black or african american, stage:Stage IIA, alive, 1229 days 5151.8
TCGA-E9-A249-01A 45 years, female, white, stage:Stage IIA, alive, 217 days 5136.1
TCGA-AN-A0AM-01A 56 years, female, white, stage:Stage IIA, alive, 5 days 5124.8
TCGA-A1-A0SK-01A 54 years, female, asian, stage:Stage IIA, dead, 967 days 5096.4
TCGA-A8-A06X-01A 77 years, female, stage:Stage IIB, dead, 943 days 5090.0
TCGA-GI-A2C9-01A 58 years, female, black or african american, stage:Stage IIB, alive, 3342 days 5088.7
TCGA-A1-A0SF-01A 54 years, female, white, stage:Stage IIA, alive, 1463 days 5087.9
TCGA-BH-A0DT-01A 41 years, female, white, stage:Stage IIA, alive, 2403 days 5084.2
TCGA-A2-A3XS-01A 62 years, female, black or african american, stage:Stage IIIA, dead, 1032 days 5075.2
TCGA-AC-A5EH-01A 76 years, female, black or african american, stage:Stage IIB, alive, 511 days 5036.9
TCGA-BH-A0HP-01A 65 years, female, white, stage:Stage IIIA, alive, 414 days 5036.2
TCGA-AC-A6IW-01A 73 years, female, black or african american, stage:Stage IIA, alive, 413 days 4990.1
TCGA-E9-A1N8-01A 48 years, female, white, stage:Stage IIA, alive, 1039 days 4981.6
TCGA-AR-A5QP-01A 54 years, female, white, stage:Stage IIB, alive, 1185 days 4949.4
TCGA-OL-A5RY-01A 52 years, female, black or african american, stage:Stage IIA, alive, 752 days 4949.2
TCGA-EW-A1P4-01A 43 years, female, white, stage:Stage IIA, alive, 907 days 4924.2
TCGA-BH-A209-01A 77 years, female, black or african american, stage:Stage I, dead, 3959 days 4920.9
TCGA-D8-A1JL-01A 72 years, female, white, stage:Stage IIA, alive, 611 days 4909.1
TCGA-E9-A243-01A 52 years, female, white, stage:Stage IIA, alive, 612 days 4891.4
TCGA-AN-A046-01A 68 years, female, white, stage:Stage IIA, alive, 10 days 4870.7
TCGA-E9-A1NA-01A 58 years, female, white, stage:Stage IIA, alive, 1112 days 4853.9
TCGA-LL-A5YP-01A 49 years, female, black or african american, stage:Stage IIB, alive, 450 days 4851.5
TCGA-AO-A0JD-01A 59 years, female, white, stage:Stage IIIA, alive, 2190 days 4848.5
TCGA-EW-A424-01A 51 years, female, white, stage:Stage IIIA, alive, 715 days 4848.3
TCGA-B6-A0RQ-01A 68 years, female, white, stage:Stage IIB, dead, 4267 days 4813.4
TCGA-BH-A0DZ-01A 43 years, female, white, stage:Stage IIB, alive, 495 days 4803.8
TCGA-E2-A154-01A 68 years, female, white, stage:Stage I, alive, 591 days 4803.2
TCGA-BH-A2L8-01A 45 years, female, white, stage:Stage IIA, alive, 612 days 4786.6
TCGA-BH-A0DP-01A 60 years, female, white, stage:Stage IIB, alive, 476 days 4778.7
TCGA-AC-A2FF-01A 40 years, female, asian, stage:Stage IIB, alive, 2759 days 4762.4
TCGA-A2-A3XV-01A 46 years, female, black or african american, stage:Stage IIA, alive, 996 days 4755.9
TCGA-A2-A0EQ-01A 64 years, female, black or african american, stage:Stage IIA, alive, 2426 days 4719.0
TCGA-BH-A0BC-01A 60 years, female, white, stage:Stage IIIC, alive, 974 days 4709.7
TCGA-BH-A28O-01A 50 years, female, white, stage:Stage IIIC, alive, 1120 days 4686.8
TCGA-D8-A3Z5-01A 54 years, female, white, stage:Stage IIIC, alive, 1015 days 4678.2
TCGA-E9-A3QA-01A 33 years, female, white, stage:Stage IIA, alive, 918 days 4665.6
TCGA-E2-A1B5-01A 46 years, female, white, stage:Stage IIA, alive, 984 days 4643.3
TCGA-E9-A1RA-01A 48 years, female, white, stage:Stage IA, alive, 1369 days 4619.1
TCGA-E9-A248-01A 51 years, female, white, stage:Stage IIA, alive, 59 days 4600.2
TCGA-BH-A0BF-01A 56 years, female, white, stage:Stage IIB, dead, 1324 days 4595.2
TCGA-AR-A1AN-01A 46 years, female, white, stage:Stage IIA, alive, 2920 days 4588.5
TCGA-A2-A0D3-01A 42 years, female, white, stage:Stage IA, alive, 1873 days 4584.5
TCGA-A7-A0CG-01A 78 years, female, white, stage:Stage IIA, alive, 1043 days 4575.6
TCGA-E9-A2JT-01A 63 years, female, white, stage:Stage IIA, alive, 288 days 4569.4
TCGA-AC-A6NO-01A 43 years, female, black or african american, stage:Stage IIB, alive, 51 days 4545.1
TCGA-BH-A1FU-01A 44 years, female, white, stage:Stage IA, dead, 1688 days 4542.1
TCGA-XX-A899-01A 46 years, female, white, stage:Stage IIIA, alive, 467 days 4539.6
TCGA-GM-A2DM-01A 57 years, female, white, stage:Stage IIA, alive, 3226 days 4538.2
TCGA-OL-A66L-01A 71 years, female, black or african american, stage:Stage IA, alive, 1301 days 4533.9
TCGA-EW-A1PH-01A 52 years, female, white, stage:Stage IIA, alive, 607 days 4518.3
TCGA-LL-A50Y-01A 84 years, female, white, stage:Stage IIA, alive, 762 days 4514.3
TCGA-OL-A66J-01A 80 years, female, white, stage:Stage I, alive, 1996 days 4506.1
TCGA-A2-A0CV-01A 41 years, female, asian, stage:Stage IIB, alive, 3011 days 4501.7
TCGA-GM-A2DI-01A 52 years, female, white, stage:Stage I, alive, 2590 days 4490.3
TCGA-AO-A0J6-01A 61 years, female, white, stage:Stage IIA, alive, 1140 days 4485.7
TCGA-A8-A086-01A 59 years, female, stage:Stage IIA, alive, 396 days 4485.2
TCGA-E2-A15D-01A 47 years, female, white, stage:Stage IIA, alive, 526 days 4483.5
TCGA-AR-A0U3-01A 59 years, female, white, stage:Stage IIB, alive, 4080 days 4473.9
TCGA-E2-A14U-01A 74 years, female, white, stage:Stage I, alive, 1318 days 4471.7
TCGA-B6-A401-01A 47 years, female, black or african american, stage:Stage IIA, alive, 2596 days 4450.4
TCGA-EW-A1OV-01A 56 years, female, white, stage:Stage IIB, alive, 789 days 4445.1
TCGA-A7-A6VX-01A 68 years, female, black or african american, stage:Stage IIA, alive, 317 days 4440.0
TCGA-LL-A5YO-01A 50 years, female, black or african american, stage:Stage IA, alive, 440 days 4421.7
TCGA-AC-A3YI-01A 74 years, female, white, stage:Stage IIIC, alive, 707 days 4417.2
TCGA-E2-A15G-01A 76 years, female, white, stage:Stage IIA, alive, 554 days 4409.1
TCGA-A8-A08T-01A 64 years, female, stage:Stage IV, dead, 3409 days 4396.9
TCGA-AO-A0J4-01A 41 years, female, black or african american, stage:Stage IA, alive, 1587 days 4395.3
TCGA-A2-A4S3-01A 59 years, female, black or african american, stage:Stage IIB, alive, 666 days 4379.2
TCGA-A2-A0EP-01A 56 years, female, white, stage:Stage I, alive, 3603 days 4377.8
TCGA-A8-A06O-01A 60 years, female, stage:Stage I, alive, 396 days 4377.4
TCGA-B6-A40B-01A 76 years, female, white, stage:Stage I, alive, 3152 days 4376.3
TCGA-AR-A2LR-01A 49 years, female, white, stage:Stage I, alive, 1742 days 4366.1
TCGA-BH-A0BP-01A 76 years, female, white, stage:Stage I, dead, 2296 days 4320.0
TCGA-LL-A7T0-01A 70 years, female, black or african american, stage:Stage IIB, alive, 376 days 4305.5
TCGA-AN-A0FS-01A 55 years, female, white, stage:Stage IA, alive, 210 days 4305.2
TCGA-A2-A259-01A 70 years, female, black or african american, stage:Stage I, alive, 1596 days 4302.5
TCGA-AC-A3YJ-01A 66 years, female, white, stage:Stage IIA, alive, 754 days 4301.0
TCGA-AN-A0XO-01A 59 years, female, white, stage:Stage IIIA, alive, 375 days 4296.5
TCGA-D8-A147-01A 45 years, female, white, stage:'--, alive, 584 days 4293.7
TCGA-AC-A2QJ-01A 48 years, female, white, stage:Stage IIIB, dead, 446 days 4289.7
TCGA-LD-A74U-01A 79 years, female, white, stage:Stage IIIC, alive, 402 days 4276.9
TCGA-C8-A135-01A 64 years, female, asian, stage:Stage IIB, alive, 393 days 4273.3
TCGA-EW-A1OW-01A 58 years, female, black or african american, stage:Stage IIA, alive, 694 days 4273.0
TCGA-A8-A093-01A 61 years, female, stage:Stage IIA, alive, 546 days 4266.1
TCGA-BH-A0E2-01A 49 years, female, black or african american, stage:Stage IIIA, alive, 435 days 4255.4
TCGA-E2-A1L6-01A 44 years, female, white, stage:Stage IIA, alive, 1648 days 4249.1
TCGA-A2-A0YJ-01A 39 years, female, white, stage:Stage IIIA, alive, 566 days 4245.0
TCGA-D8-A4Z1-01A 68 years, female, white, stage:Stage IA, alive, 659 days 4233.8
TCGA-C8-A12Z-01A 45 years, female, asian, stage:Stage IIB, alive, 382 days 4232.9
TCGA-AR-A2LN-01A 65 years, female, white, stage:Stage IIA, alive, 1161 days 4225.3
TCGA-BH-A0W4-01A 46 years, female, white, stage:Stage IIA, alive, 759 days 4216.2
TCGA-BH-A0W5-01A 77 years, female, white, stage:Stage IIA, alive, 1288 days 4215.4
TCGA-D8-A27V-01A 62 years, female, white, stage:Stage IIA, alive, 381 days 4214.2
TCGA-EW-A1IW-01A 80 years, female, white, stage:Stage IIB, alive, 371 days 4214.0
TCGA-E2-A14Z-01A 64 years, female, white, stage:Stage I, dead, 563 days 4212.4
TCGA-A2-A1G1-01A 85 years, female, white, stage:Stage IIB, alive, 584 days 4209.9
TCGA-V7-A7HQ-01A 75 years, female, black or african american, stage:Stage IIIA, alive, 2033 days 4209.5
TCGA-BH-A1FL-01A 69 years, female, white, stage:Stage IIB, dead, 1673 days 4207.6
TCGA-S3-AA17-01A 64 years, female, black or african american, stage:Stage IIB, alive, 424 days 4206.3
TCGA-A2-A3XZ-01A 46 years, female, black or african american, stage:Stage I, alive, 1532 days 4204.5
TCGA-HN-A2OB-01A 45 years, female, stage:Stage IIB, dead, 1900 days 4204.5
TCGA-B6-A0RN-01A 60 years, female, white, stage:Stage IA, alive, 8008 days 4198.9
TCGA-A2-A0CO-01A 85 years, female, white, stage:Stage IIB, dead, 1468 days 4192.4
TCGA-A8-A092-01A 48 years, female, stage:Stage IIIA, alive, 942 days 4181.6
TCGA-A2-A25F-01A 66 years, female, white, stage:Stage IIA, alive, 322 days 4174.1
TCGA-LL-A441-01A 62 years, female, black or african american, stage:Stage IA, alive, 996 days 4171.0
TCGA-A2-A0CR-01A 54 years, female, asian, stage:Stage IIB, alive, 3283 days 4161.9
TCGA-AN-A0G0-01A 56 years, female, white, stage:Stage IIA, alive, 16 days 4153.6
TCGA-AC-A3TM-01A 50 years, female, white, stage:Stage IIIA, alive, 762 days 4149.7
TCGA-AC-A3TN-01A 75 years, female, white, stage:Stage IIB, alive, 456 days 4145.4
TCGA-GM-A2DL-01A 50 years, female, white, stage:Stage I, alive, 3519 days 4139.2
TCGA-BH-A1FB-01A 60 years, female, white, stage:Stage IIB, dead, 3669 days 4135.2
TCGA-AQ-A04J-01A 45 years, female, white, stage:Stage IIA, alive, 819 days 4131.7
TCGA-A8-A0AB-01A 54 years, female, stage:Stage IIA, alive, 518 days 4123.5
TCGA-OL-A66O-01A 39 years, female, black or african american, stage:Stage IIB, alive, 528 days 4117.8
TCGA-E2-A1IK-01A 71 years, female, white, stage:Stage IIA, alive, 1800 days 4116.2
TCGA-AR-A2LH-01A 55 years, female, white, stage:Stage III, dead, 616 days 4116.1
TCGA-B6-A0RT-01A 39 years, female, white, stage:Stage IIIA, alive, 2721 days 4115.2
TCGA-AC-A2FE-01A 62 years, female, white, stage:Stage IIIC, dead, 2636 days 4090.8
TCGA-E2-A2P5-01A 78 years, female, black or african american, stage:Stage IIIC, dead, 821 days 4085.0
TCGA-AR-A0U0-01A 73 years, female, white, stage:Stage IIB, alive, 1988 days 4082.7
TCGA-GM-A5PV-01A 63 years, female, white, stage:Stage IIB, alive, 412 days 4082.1
TCGA-AO-A12F-01A 36 years, female, white, stage:Stage IIA, alive, 1842 days 4076.8
TCGA-BH-A18M-01A 39 years, female, white, stage:Stage IIIA, dead, 2207 days 4074.9
TCGA-E9-A3HO-01A 49 years, female, white, stage:Stage IIA, alive, 1158 days 4070.0
TCGA-BH-A0HF-01A 77 years, female, white, stage:Stage IA, alive, 727 days 4060.7
TCGA-BH-A0C0-01A 62 years, female, white, stage:Stage IIA, alive, 1270 days 4056.0
TCGA-A2-A0ES-01A 52 years, female, white, stage:Stage IIA, alive, 2190 days 4055.8
TCGA-5L-AAT1-01A 63 years, female, white, stage:Stage IV, alive, 1471 days 4048.8
TCGA-GM-A2DH-01A 58 years, female, white, stage:Stage I, alive, 2193 days 4048.3
TCGA-AR-A5QQ-01A 68 years, female, white, stage:Stage IIIA, dead, 322 days 4038.8
TCGA-AC-A2FB-01A 65 years, female, white, stage:Stage IIA, alive, 1234 days 4027.9
TCGA-AR-A5QN-01A 68 years, female, white, stage:Stage IIIC, alive, 1013 days 4011.3
TCGA-BH-A8G0-01A 54 years, female, white, stage:Stage IIB, alive, 662 days 4004.2
TCGA-AO-A129-01A 29 years, female, white, stage:Stage IIB, alive, 3286 days 3994.2
TCGA-E9-A54X-01A 85 years, female, white, stage:Stage IA, alive, 727 days 3990.0
TCGA-EW-A1PG-01A 53 years, female, white, stage:Stage IIB, alive, 1051 days 3984.6
TCGA-A8-A07P-01A 68 years, female, stage:Stage IIB, alive, 334 days 3983.0
TCGA-BH-A0HO-01A 48 years, female, white, stage:Stage IIA, alive, 76 days 3982.4
TCGA-AO-A03O-01A 69 years, female, black or african american, stage:Stage IIA, dead, 2483 days 3975.2
TCGA-AR-A24O-01A 43 years, female, white, stage:Stage IIIA, alive, 3607 days 3974.0
TCGA-D8-A27K-01A 47 years, female, white, stage:Stage IIB, alive, 1461 days 3973.3
TCGA-A2-A4RY-01A 46 years, female, white, stage:Stage IIIC, alive, 648 days 3964.9
TCGA-AO-A0JC-01A 64 years, female, white, stage:Stage IIA, alive, 1547 days 3954.9
TCGA-D8-A1XZ-01A 81 years, female, white, stage:Stage IIIA, alive, 466 days 3952.8
TCGA-BH-A0EA-01A 72 years, female, white, stage:Stage IIA, dead, 991 days 3951.0
TCGA-OK-A5Q2-01A 59 years, female, stage:Stage II, alive, 64 days 3947.9
TCGA-A8-A095-01A 45 years, female, stage:Stage I, alive, 1277 days 3936.0
TCGA-D8-A1X8-01A 62 years, female, white, stage:Stage IIIA, alive, 783 days 3926.9
TCGA-AC-A6IX-01A 49 years, female, white, stage:Stage IIIC, alive, 373 days 3919.4
TCGA-AO-A12A-01A 47 years, female, white, stage:Stage IIA, alive, 3112 days 3917.9
TCGA-A8-A09B-01A 58 years, female, stage:Stage IIIB, alive, 365 days 3913.2
TCGA-4H-AAAK-01A 50 years, female, white, stage:Stage IIIA, alive, 348 days 3909.2
TCGA-BH-A0H3-01A 46 years, female, white, stage:Stage I, alive, 1928 days 3907.4
TCGA-A2-A0SX-01A 48 years, female, white, stage:Stage IA, alive, 1534 days 3902.7
TCGA-D8-A1X6-01A 80 years, female, white, stage:Stage IIIA, alive, 541 days 3898.1
TCGA-AN-A0XN-01A 68 years, female, white, stage:Stage IIIA, alive, 10 days 3883.7
TCGA-AR-A1AT-01A 62 years, female, white, stage:Stage IIA, dead, 1272 days 3882.7
TCGA-AC-A2FK-01A 45 years, female, white, stage:Stage IIIC, alive, 2650 days 3881.9
TCGA-A2-A0EW-01A 53 years, female, white, stage:Stage IIIC, dead, 1884 days 3878.4
TCGA-OL-A5RV-01A 43 years, female, black or african american, stage:Stage IIIC, alive, 1062 days 3875.4
TCGA-BH-A0W7-01A 49 years, female, white, stage:Stage I, alive, 1363 days 3857.9
TCGA-AR-A24M-01A 38 years, female, white, stage:Stage IIIA, alive, 3660 days 3851.7
TCGA-B6-A0RP-01A 73 years, female, white, stage:'--, dead, 3126 days 3851.6
TCGA-A2-A0YM-01A 67 years, female, white, stage:Stage IIA, alive, 965 days 3850.4
TCGA-E2-A1LI-01A 57 years, female, white, stage:Stage IIB, alive, 3121 days 3849.6
TCGA-LL-A73Z-01A 55 years, female, black or african american, stage:Stage IV, dead, 227 days 3849.2
TCGA-AO-A0J5-01A 48 years, female, white, stage:Stage IV, dead, 792 days 3844.5
TCGA-A2-A0YK-01A 61 years, female, white, stage:Stage IIA, alive, 588 days 3842.7
TCGA-D8-A1JU-01A 51 years, female, white, stage:Stage IA, alive, 447 days 3841.0
TCGA-AN-A0FJ-01A 59 years, female, white, stage:Stage IV, alive, 242 days 3839.7
TCGA-AR-A1AV-01A 68 years, male, white, stage:Stage IIB, alive, 1864 days 3839.1
TCGA-E2-A156-01A 61 years, female, white, stage:Stage I, alive, 726 days 3838.0
TCGA-BH-A18T-01A 70 years, female, white, stage:Stage IIA, dead, 224 days 3835.0
TCGA-C8-A1HK-01A 53 years, female, asian, stage:Stage IIB, alive, 366 days 3823.4
TCGA-BH-A28Q-01A 46 years, female, white, stage:Stage IIB, alive, 1119 days 3820.9
TCGA-AQ-A1H2-01A 84 years, female, white, stage:Stage IIIA, alive, 475 days 3819.8
TCGA-BH-A18J-01A 56 years, female, white, stage:Stage IV, dead, 612 days 3819.8
TCGA-AN-A04A-01A 36 years, female, white, stage:Stage IIIA, alive, 90 days 3811.3
TCGA-C8-A27B-01A 48 years, female, asian, stage:Stage IIB, alive, 439 days 3807.1
TCGA-AR-A1AL-01A 60 years, female, white, stage:Stage IIIA, alive, 2971 days 3802.4
TCGA-A8-A09M-01A 75 years, female, stage:Stage IIIC, alive, 1006 days 3800.1
TCGA-S3-AA11-01A 67 years, female, black or african american, stage:Stage IIA, alive, 421 days 3797.9
TCGA-D8-A1XL-01A 34 years, female, white, stage:Stage IIB, alive, 606 days 3797.2
TCGA-BH-A0RX-01A 59 years, female, white, stage:Stage IIA, alive, 170 days 3796.6
TCGA-AC-A3BB-01A 46 years, female, black or african american, stage:Stage IIIA, alive, 987 days 3792.3
TCGA-AR-A1AI-01A 47 years, female, white, stage:Stage IIA, alive, 3296 days 3790.0
TCGA-BH-A0AW-01A 56 years, female, white, stage:Stage IIA, alive, 622 days 3789.9
TCGA-A2-A0EY-01A 62 years, female, white, stage:Stage IIB, alive, 1925 days 3787.7
TCGA-AR-A24W-01A 55 years, female, white, stage:Stage IIB, alive, 1550 days 3785.8
TCGA-LD-A9QF-01A 73 years, female, black or african american, stage:Stage IA, alive, 323 days 3785.8
TCGA-E2-A150-01A 48 years, female, white, stage:Stage IIA, alive, 1935 days 3774.5
TCGA-D8-A1Y2-01A 71 years, female, white, stage:Stage IIA, alive, 433 days 3774.5
TCGA-BH-A1F0-01A 80 years, female, white, stage:Stage IIA, dead, 785 days 3771.4
TCGA-AR-A1AX-01A 64 years, female, white, stage:Stage I, alive, 2629 days 3767.0
TCGA-AC-A2B8-01A 84 years, female, white, stage:Stage IIB, alive, 677 days 3764.8
TCGA-A7-A425-01A 70 years, female, white, stage:Stage IIIC, alive, 447 days 3758.8
TCGA-AO-A1KS-01A 69 years, female, white, stage:Stage IIA, alive, 350 days 3755.1
TCGA-B6-A3ZX-01A 50 years, female, black or african american, stage:Stage IV, dead, 1152 days 3750.0
TCGA-A2-A0EM-01A 73 years, female, white, stage:Stage IA, alive, 3094 days 3740.7
TCGA-A2-A4RW-01A 49 years, female, white, stage:Stage IIIC, alive, 222 days 3717.2
TCGA-BH-A18G-01A 81 years, female, white, stage:Stage IA, alive, 149 days 3717.1
TCGA-BH-A1EY-01A 79 years, female, white, stage:Stage IIA, dead, 538 days 3714.8
TCGA-XX-A89A-01A 68 years, female, white, stage:Stage IIB, alive, 488 days 3714.0
TCGA-BH-A0E6-01A 69 years, female, white, stage:Stage IA, alive, 293 days 3702.1
TCGA-B6-A0IG-01A 50 years, female, white, stage:Stage IIB, dead, 4456 days 3688.0
TCGA-EW-A1OY-01A 63 years, female, white, stage:Stage IIA, alive, 908 days 3687.4
TCGA-E9-A1NF-01A 60 years, female, white, stage:Stage IIA, dead, 1072 days 3682.8
TCGA-BH-A0H5-01A 45 years, female, white, stage:Stage I, alive, 1620 days 3681.4
TCGA-A2-A0YC-01A 59 years, female, white, stage:Stage IIB, alive, 990 days 3675.4
TCGA-BH-A1FE-01A 31 years, female, white, stage:Stage IIB, dead, 2273 days 3672.7
TCGA-AC-A62V-01A 58 years, male, black or african american, stage:Stage IV, dead, 348 days 3672.4
TCGA-EW-A6SB-01A 62 years, female, black or african american, stage:Stage II, alive, 760 days 3666.3
TCGA-AC-A3W7-01A 66 years, female, white, stage:Stage IIB, alive, 471 days 3665.1
TCGA-AO-A12G-01A 75 years, female, white, stage:Stage IIA, alive, 1639 days 3661.6
TCGA-C8-A131-01A 82 years, female, asian, stage:Stage IIIA, alive, 411 days 3659.3
TCGA-AR-A1AM-01A 52 years, female, white, stage:Stage IIIA, alive, 2991 days 3655.5
TCGA-AN-A0FD-01A 71 years, female, white, stage:Stage IIA, alive, 196 days 3655.0
TCGA-A7-A426-01A 50 years, female, white, stage:Stage IIIC, alive, 364 days 3649.7
TCGA-E9-A1RG-01A 62 years, female, white, stage:Stage IIIA, alive, 647 days 3645.4
TCGA-A8-A09X-01A 62 years, female, stage:Stage IIIC, dead, 426 days 3645.0
TCGA-E2-A1IH-01A 80 years, female, white, stage:Stage I, alive, 1026 days 3644.6
TCGA-A7-A2KD-01A 53 years, female, black or african american, stage:Stage IIIA, alive, 679 days 3644.3
TCGA-AR-A254-01A 50 years, female, white, stage:Stage IIIA, alive, 2605 days 3641.5
TCGA-EW-A1IY-01A 38 years, female, asian, stage:Stage I, alive, 258 days 3640.3
TCGA-AR-A24N-01A 54 years, female, white, stage:Stage I, alive, 3035 days 3623.6
TCGA-D8-A1XJ-01A 76 years, female, white, stage:Stage IIIA, alive, 664 days 3623.1
TCGA-BH-A0HQ-01A 56 years, female, white, stage:Stage IIA, alive, 1121 days 3607.3
TCGA-A7-A0DA-01A 62 years, female, white, stage:Stage IIA, alive, 1085 days 3607.2
TCGA-D8-A1J8-01A 77 years, female, white, stage:Stage IIB, alive, 431 days 3604.6
TCGA-AR-A0TY-01A 54 years, female, white, stage:Stage IIA, dead, 1699 days 3603.0
TCGA-E9-A1NH-01A 71 years, female, white, stage:Stage IIB, alive, 576 days 3598.5
TCGA-EW-A1PB-01A 70 years, female, black or african american, stage:Stage IIIA, alive, 608 days 3589.6
TCGA-OL-A5RZ-01A 57 years, female, black or african american, stage:Stage IA, alive, 679 days 3589.1
TCGA-BH-A5J0-01A 63 years, female, black or african american, stage:Stage IA, alive, 715 days 3583.4
TCGA-5L-AAT0-01A 42 years, female, white, stage:Stage IIA, alive, 1477 days 3581.8
TCGA-OL-A5S0-01A 66 years, female, black or african american, stage:Stage IIB, alive, 620 days 3580.1
TCGA-AR-A1AO-01A 47 years, female, white, stage:Stage IIA, alive, 2618 days 3578.4
TCGA-D8-A73X-01A 53 years, female, white, stage:Stage IIA, alive, 767 days 3577.9
TCGA-EW-A1PE-01A 56 years, female, white, stage:Stage IIA, alive, 320 days 3569.0
TCGA-AN-A0XV-01A 67 years, female, white, stage:Stage IIIA, alive, 162 days 3564.2
TCGA-LL-A73Y-01A 67 years, female, black or african american, stage:Stage IA, alive, 477 days 3560.2
TCGA-AO-A0JF-01A 68 years, female, white, stage:Stage IIA, alive, 1980 days 3553.8
TCGA-BH-A0B6-01A 47 years, female, white, stage:Stage I, alive, 2483 days 3551.5
TCGA-AR-A24Z-01A 57 years, female, white, stage:Stage IIA, alive, 3001 days 3546.8
TCGA-A8-A08I-01A 53 years, female, stage:Stage IIA, alive, 365 days 3545.5
TCGA-AC-A5XS-01A 74 years, female, white, stage:Stage IIA, alive, 588 days 3543.3
TCGA-A2-A3KC-01A 55 years, female, black or african american, stage:Stage IIB, alive, 1102 days 3543.2
TCGA-OL-A97C-01A 67 years, female, black or african american, stage:Stage IIB, alive, 271 days 3542.1
TCGA-D8-A1XG-01A 86 years, female, white, stage:Stage IIIB, alive, 448 days 3540.0
TCGA-AR-A1AJ-01A 83 years, female, white, stage:Stage I, alive, 2383 days 3539.5
TCGA-BH-A0BQ-01A 39 years, female, white, stage:Stage I, alive, 2255 days 3538.4
TCGA-BH-A0HU-01A 52 years, female, white, stage:Stage IA, alive, 392 days 3537.0
TCGA-EW-A1IX-01A 48 years, female, asian, stage:Stage IIA, alive, 1208 days 3529.9
TCGA-E2-A15L-01A 65 years, female, black or african american, stage:Stage IIA, alive, 626 days 3528.0
TCGA-E2-A3DX-01A 43 years, female, white, stage:Stage IIIC, alive, 1325 days 3517.4
TCGA-D8-A1XR-01A 56 years, female, white, stage:Stage IIB, alive, 482 days 3516.0
TCGA-E9-A1RB-01A 40 years, female, white, stage:Stage IIA, dead, 976 days 3512.5
TCGA-AQ-A1H3-01A 49 years, female, white, stage:Stage IIIC, alive, 989 days 3508.9
TCGA-D8-A27N-01A 36 years, female, white, stage:Stage IIIA, alive, 519 days 3503.5
TCGA-JL-A3YW-01A 49 years, female, asian, stage:Stage IIB, alive, 360 days 3500.8
TCGA-BH-A0B0-01A 56 years, female, black or african american, stage:Stage I, alive, 2477 days 3499.7
TCGA-E2-A14Y-01A 35 years, female, white, stage:Stage IIA, alive, 2109 days 3495.2
TCGA-AN-A0AK-01A 76 years, female, white, stage:Stage IIA, alive, 224 days 3492.8
TCGA-AR-A1AP-01A 80 years, female, white, stage:Stage I, alive, 2856 days 3486.5
TCGA-A8-A09V-01A 51 years, female, stage:Stage IIA, alive, 457 days 3483.6
TCGA-B6-A0IM-01A 75 years, female, black or african american, stage:Stage IIB, dead, 3873 days 3480.8
TCGA-BH-A8FZ-01A 58 years, female, white, stage:Stage IA, alive, 574 days 3480.4
TCGA-AC-A23G-01A 76 years, female, white, stage:Stage IIA, alive, 2248 days 3478.6
TCGA-A7-A56D-01A 84 years, female, black or african american, stage:Stage IIA, alive, 448 days 3473.7
TCGA-AR-A2LO-01A 46 years, female, white, stage:Stage IIB, alive, 1198 days 3473.3
TCGA-A8-A08A-01A 89 years, female, stage:Stage I, alive, 30 days 3470.5
TCGA-E9-A1R2-01A 51 years, female, white, stage:Stage IIIC, alive, 1063 days 3469.6
TCGA-AC-A6IV-01A 47 years, female, white, stage:Stage IIB, alive, 568 days 3462.9
TCGA-D8-A1JB-01A 54 years, female, white, stage:Stage IIB, alive, 1688 days 3462.8
TCGA-E9-A247-01A 59 years, female, white, stage:Stage IA, alive, 1186 days 3460.1
TCGA-E2-A15M-01A 66 years, female, white, stage:Stage IIA, dead, 336 days 3459.9
TCGA-C8-A26X-01A 58 years, female, asian, stage:Stage IIA, alive, 376 days 3459.6
TCGA-AN-A0FW-01A 67 years, female, white, stage:Stage IIIA, alive, 11 days 3450.0
TCGA-LL-A9Q3-01A 69 years, female, white, stage:Stage IIIC, alive, 532 days 3441.6
TCGA-AN-A0FK-01A 88 years, female, white, stage:Stage IIIB, alive, 213 days 3430.1
TCGA-AR-A1AQ-01A 49 years, female, white, stage:Stage IIA, alive, 3021 days 3428.3
TCGA-AC-A2FG-01A 79 years, female, white, stage:Stage IIB, alive, 1853 days 3421.8
TCGA-AR-A1AY-01A 65 years, female, white, stage:Stage I, alive, 1026 days 3420.7
TCGA-A2-A25A-01A 44 years, female, white, stage:Stage IIA, alive, 3276 days 3416.9
TCGA-A2-A3XX-01A 49 years, female, black or african american, stage:Stage IIA, dead, 1439 days 3414.0
TCGA-OL-A5DA-01A 61 years, female, white, stage:Stage IIA, alive, 1783 days 3407.3
TCGA-C8-A275-01A 56 years, female, asian, stage:Stage IIA, alive, 1 days 3404.3
TCGA-B6-A0IP-01A 74 years, female, white, stage:Stage IA, dead, 3926 days 3404.2
TCGA-B6-A0IB-01A 64 years, female, white, stage:Stage IV, dead, 3941 days 3403.5
TCGA-D8-A27P-01A 64 years, female, white, stage:Stage IA, alive, 49 days 3402.7
TCGA-AR-A2LM-01A 49 years, female, white, stage:Stage II, alive, 1935 days 3396.5
TCGA-B6-A0WX-01A 40 years, female, black or african american, stage:Stage IIIA, dead, 639 days 3395.7
TCGA-BH-A0DV-01A 54 years, female, white, stage:Stage IIIA, alive, 2064 days 3390.4
TCGA-A8-A07E-01A 81 years, female, stage:Stage X, alive, 608 days 3389.9
TCGA-AR-A24V-01A 52 years, female, white, stage:Stage IIB, alive, 3203 days 3384.1
TCGA-A2-A0CP-01A 60 years, female, white, stage:Stage IA, alive, 2813 days 3382.0
TCGA-EW-A1P1-01A 68 years, female, white, stage:Stage IIIC, alive, 1210 days 3380.3
TCGA-A2-A0T4-01A 62 years, female, white, stage:Stage IIA, alive, 624 days 3369.3
TCGA-EW-A1J1-01A 38 years, female, white, stage:Stage IIB, alive, 575 days 3367.7
TCGA-EW-A1P6-01A 64 years, female, white, stage:Stage IIB, alive, 562 days 3365.5
TCGA-B6-A0IH-01A 81 years, female, white, stage:Stage IIIA, dead, 2965 days 3362.1
TCGA-D8-A1JS-01A 77 years, female, white, stage:Stage IA, alive, 371 days 3362.0
TCGA-D8-A1XA-01A 64 years, female, white, stage:Stage IA, alive, 839 days 3357.3
TCGA-AR-A5QM-01A 62 years, female, white, stage:Stage IIA, alive, 2231 days 3350.0
TCGA-D8-A141-01A 40 years, female, white, stage:'--, alive, 626 days 3346.1
TCGA-UU-A93S-01A 63 years, female, black or african american, stage:Stage IV, dead, 116 days 3340.1
TCGA-LL-A440-01A 61 years, female, white, stage:Stage IA, alive, 759 days 3338.3
TCGA-D8-A27G-01A 75 years, female, white, stage:Stage IIA, alive, 409 days 3338.3
TCGA-AR-A2LQ-01A 59 years, female, white, stage:Stage IIB, alive, 1233 days 3328.5
TCGA-AC-A62Y-01A 79 years, female, white, stage:Stage IIB, alive, 530 days 3325.8
TCGA-S3-AA14-01A 47 years, female, black or african american, stage:Stage I, alive, 529 days 3324.7
TCGA-D8-A1JH-01A 56 years, female, white, stage:Stage IA, alive, 426 days 3321.3
TCGA-BH-A1EU-01A 83 years, female, white, stage:Stage I, dead, 1286 days 3321.2
TCGA-E2-A1B0-01A 50 years, female, white, stage:Stage IIIA, alive, 1631 days 3320.1
TCGA-A2-A0EO-01A 54 years, female, white, stage:Stage IA, alive, 2442 days 3317.3
TCGA-AO-A12B-01A 63 years, female, white, stage:Stage IIA, alive, 2989 days 3312.4
TCGA-AN-A0FY-01A 55 years, female, white, stage:Stage IA, alive, 10 days 3301.8
TCGA-Z7-A8R6-01A 46 years, female, white, stage:Stage I, alive, 3256 days 3300.8
TCGA-AR-A0TS-01A 46 years, female, white, stage:Stage IIB, alive, 2558 days 3295.6
TCGA-AO-A1KP-01A 77 years, female, white, stage:Stage IIA, alive, 2953 days 3295.4
TCGA-AC-A8OP-01A 72 years, female, black or african american, stage:Stage IA, alive, 614 days 3288.3
TCGA-A2-A4S2-01A 62 years, female, white, stage:Stage IIIA, alive, 643 days 3284.2
TCGA-E2-A573-01A 48 years, female, black or african american, stage:Stage IA, alive, 1062 days 3283.7
TCGA-EW-A1PF-01A 50 years, female, white, stage:Stage IA, alive, 439 days 3282.6
TCGA-E9-A1QZ-01A 61 years, female, white, stage:Stage IIA, alive, 755 days 3278.3
TCGA-A2-A0EN-01A 70 years, female, white, stage:Stage IIA, alive, 4088 days 3274.1
TCGA-A2-A0YI-01A 62 years, female, white, stage:Stage I, alive, 1505 days 3273.9
TCGA-A8-A07S-01A 73 years, female, stage:Stage IIA, alive, 243 days 3267.8
TCGA-AO-A0JJ-01A 54 years, female, white, stage:Stage IIB, alive, 1887 days 3266.2
TCGA-A2-A4RX-01A 67 years, female, black or african american, stage:Stage IIA, alive, 742 days 3263.3
TCGA-E2-A1L7-01A 40 years, female, white, stage:Stage IIIA, alive, 1836 days 3260.6
TCGA-D8-A27I-01A 58 years, female, white, stage:Stage IIIA, alive, 439 days 3258.4
TCGA-A7-A26E-01A 71 years, female, white, stage:Stage IIIA, alive, 954 days 3252.3
TCGA-W8-A86G-01A 66 years, female, white, stage:Stage IIA, alive, 347 days 3249.2
TCGA-AR-A1AS-01A 54 years, female, asian, stage:Stage IIB, alive, 1150 days 3244.1
TCGA-B6-A0RM-01A 57 years, female, black or african american, stage:Stage X, dead, 2373 days 3243.7
TCGA-AR-A24T-01A 46 years, female, white, stage:Stage IIIC, alive, 3202 days 3237.7
TCGA-EW-A1PD-01A 61 years, male, white, stage:Stage IIA, alive, 424 days 3231.9
TCGA-C8-A3M7-01A 60 years, female, asian, stage:Stage IIIB, dead, 1034 days 3231.8
TCGA-A2-A0YD-01A 63 years, female, white, stage:Stage IIB, alive, 769 days 3227.1
TCGA-A7-A6VV-01A 51 years, female, black or african american, stage:Stage IIA, alive, 313 days 3220.8
TCGA-A7-A5ZV-01A 62 years, female, black or african american, stage:Stage IIA, alive, 368 days 3215.8
TCGA-A7-A13E-01A 62 years, female, white, stage:Stage IIB, dead, 614 days 3213.4
TCGA-D8-A27H-01A 72 years, female, white, stage:Stage IIA, alive, 397 days 3211.2
TCGA-C8-A1HJ-01A 53 years, female, asian, stage:Stage IIA, alive, 5 days 3206.5
TCGA-AR-A1AU-01A 39 years, female, white, stage:Stage IIIA, alive, 2868 days 3200.7
TCGA-A8-A085-01A 44 years, male, stage:Stage IIB, alive, 1124 days 3200.5
TCGA-A8-A09T-01A 68 years, female, stage:'--, alive, 579 days 3196.6
TCGA-C8-A26V-01A 47 years, female, asian, stage:Stage IIIA, alive, 616 days 3196.4
TCGA-E9-A1NI-01A 51 years, female, white, stage:Stage IIA, alive, 300 days 3194.0
TCGA-OL-A66I-01A 36 years, female, black or african american, stage:Stage IIA, alive, 714 days 3189.4
TCGA-B6-A0IK-01A 63 years, female, white, stage:Stage IIIB, dead, 571 days 3184.1
TCGA-E2-A14N-01A 37 years, female, white, stage:Stage IIB, alive, 1434 days 3181.5
TCGA-EW-A1J2-01A 50 years, female, black or african american, stage:'--, alive, 403 days 3181.1
TCGA-A2-A0ER-01A 63 years, female, white, stage:Stage IB, alive, 2263 days 3180.2
TCGA-AC-A5XU-01A 74 years, female, black or african american, stage:Stage IIB, alive, 455 days 3178.9
TCGA-BH-A0EB-01A 69 years, female, white, stage:Stage IA, alive, 745 days 3163.8
TCGA-S3-A6ZG-01A 71 years, female, black or african american, stage:Stage IIB, alive, 562 days 3163.1
TCGA-MS-A51U-01A 44 years, female, white, stage:Stage IIB, alive, 681 days 3161.9
TCGA-A7-A13H-01A 61 years, female, white, stage:Stage IIB, alive, 899 days 3160.4
TCGA-A7-A26G-01A 50 years, female, black or african american, stage:Stage IIA, alive, 722 days 3160.1
TCGA-AO-A03P-01A 54 years, female, black or african american, stage:Stage IIB, dead, 2911 days 3158.5
TCGA-A8-A07L-01A 58 years, female, stage:Stage IIIA, alive, 975 days 3157.2
TCGA-EW-A1P0-01A 55 years, female, white, stage:Stage IIB, alive, 1251 days 3155.2
TCGA-GM-A3XN-01A 44 years, female, white, stage:Stage IIIA, alive, 2019 days 3153.9
TCGA-E9-A1N4-01A 41 years, female, white, stage:Stage IIIA, alive, 1000 days 3153.5
TCGA-A2-A0CL-01A 37 years, female, black or african american, stage:Stage IIIA, alive, 3015 days 3149.9
TCGA-A8-A075-01A 42 years, female, stage:Stage IIB, alive, 518 days 3147.3
TCGA-BH-A1ES-01A 35 years, female, white, stage:Stage IIB, dead, 3462 days 3142.6
TCGA-D8-A1JD-01A 41 years, female, white, stage:Stage IIB, alive, 552 days 3140.5
TCGA-BH-A1EW-01A 38 years, female, white, stage:Stage IIA, dead, 1694 days 3136.5
TCGA-BH-A0DX-01A 62 years, female, white, stage:Stage I, alive, 2156 days 3127.6
TCGA-E2-A1IN-01A 60 years, female, white, stage:Stage I, alive, 675 days 3125.8
TCGA-OL-A6VR-01A 48 years, female, black or african american, stage:Stage IA, alive, 1220 days 3123.2
TCGA-BH-A0AY-01A 62 years, female, white, stage:Stage IIA, alive, 777 days 3118.2
TCGA-D8-A1XS-01A 48 years, male, white, stage:Stage IIIC, alive, 496 days 3117.4
TCGA-A8-A0A9-01A 80 years, female, stage:Stage IIA, alive, 822 days 3116.1
TCGA-BH-A0HI-01A 78 years, female, white, stage:Stage IA, alive, 620 days 3112.9
TCGA-OL-A5D6-01A 71 years, female, black or african american, stage:Stage IIA, dead, 1104 days 3104.9
TCGA-OL-A5D7-01A 70 years, female, black or african american, stage:Stage IIA, alive, 1780 days 3104.3
TCGA-A8-A08Z-01A 76 years, female, stage:'--, alive, 1217 days 3104.0
TCGA-B6-A0IE-01A 38 years, female, black or african american, stage:Stage IIIA, dead, 1993 days 3103.8
TCGA-AN-A0FN-01A 61 years, female, white, stage:Stage IA, alive, 218 days 3102.0
TCGA-C8-A12N-01A 58 years, female, asian, stage:Stage IIA, alive, 358 days 3101.4
TCGA-AC-A2FO-01A 65 years, female, white, stage:Stage IIB, alive, 2255 days 3094.6
TCGA-A1-A0SE-01A 56 years, female, white, stage:Stage I, alive, 1321 days 3080.1
TCGA-AR-A251-01A 51 years, female, white, stage:Stage IIIA, alive, 3030 days 3078.9
TCGA-BH-A1FH-01A 47 years, female, white, stage:Stage IV, dead, 1034 days 3071.6
TCGA-AQ-A54N-01A 51 years, female, black or african american, stage:Stage IIA, alive, 78 days 3062.8
TCGA-A8-A07B-01A 69 years, female, stage:Stage IIA, alive, 1308 days 3059.5
TCGA-E2-A1LL-01A 73 years, female, black or african american, stage:Stage IIIA, alive, 1309 days 3052.0
TCGA-A8-A0AD-01A 83 years, female, stage:Stage I, alive, 1157 days 3051.8
TCGA-AR-A0TV-01A 66 years, female, stage:Stage IIA, alive, 2288 days 3050.5
TCGA-A8-A07R-01A 80 years, female, stage:Stage IIIC, alive, 273 days 3045.1
TCGA-A8-A06T-01A 75 years, female, stage:Stage IIIA, alive, 1614 days 3042.2
TCGA-B6-A0WS-01A 58 years, female, black or african american, stage:Stage X, dead, 2965 days 3032.3
TCGA-BH-A18P-01A 60 years, female, white, stage:Stage I, dead, 921 days 3030.7
TCGA-C8-A12Y-01A 44 years, female, asian, stage:Stage IIB, alive, 1476 days 3029.3
TCGA-C8-A1HF-01A 48 years, female, asian, stage:Stage IIA, alive, 332 days 3027.2
TCGA-A7-A4SD-01A 52 years, female, black or african american, stage:Stage IIA, alive, 441 days 3026.0
TCGA-OL-A5RU-01A 63 years, female, black or african american, stage:Stage IIA, alive, 1219 days 3017.1
TCGA-E2-A15E-01A 40 years, female, white, stage:Stage IIA, alive, 630 days 3015.2
TCGA-B6-A0I9-01A 62 years, female, white, stage:Stage IV, dead, 362 days 3001.9
TCGA-E2-A1B1-01A 45 years, female, white, stage:Stage IIB, alive, 2653 days 3001.3
TCGA-D8-A27T-01A 53 years, female, white, stage:Stage IIIC, alive, 398 days 2994.7
TCGA-B6-A0RS-01A 38 years, female, white, stage:Stage IIA, dead, 3063 days 2993.0
TCGA-BH-A18N-01A 88 years, female, white, stage:Stage IIA, dead, 468 days 2992.5
TCGA-A2-A0YE-01A 48 years, female, white, stage:Stage IIB, alive, 554 days 2989.1
TCGA-AO-A128-01A 61 years, female, white, stage:Stage IIA, alive, 3248 days 2980.0
TCGA-GM-A2DO-01A 54 years, female, black or african american, stage:Stage I, alive, 2596 days 2977.9
TCGA-A2-A0D0-01A 60 years, female, black or african american, stage:Stage IIA, alive, 2048 days 2974.6
TCGA-AC-A7VB-01A 51 years, female, black or african american, stage:Stage IIA, alive, 250 days 2972.7
TCGA-AR-A2LK-01A 62 years, female, white, stage:Stage III, dead, 1649 days 2972.6
TCGA-A2-A0YF-01A 67 years, female, black or african american, stage:Stage I, alive, 1535 days 2972.5
TCGA-EW-A6SC-01A 60 years, female, black or african american, stage:Stage IIA, alive, 952 days 2968.1
TCGA-A8-A06Y-01A 66 years, female, stage:Stage IIA, alive, 791 days 2964.3
TCGA-OL-A6VQ-01A 49 years, female, white, stage:Stage IIA, alive, 600 days 2963.9
TCGA-B6-A0WZ-01A 50 years, female, black or african american, stage:Stage II, alive, 6292 days 2957.0
TCGA-E2-A1LS-01A 46 years, female, white, stage:Stage IA, alive, 1604 days 2957.0
TCGA-AN-A049-01A 62 years, female, white, stage:Stage IIA, alive, 19 days 2954.0
TCGA-D8-A145-01A 80 years, female, white, stage:Stage IIA, alive, 410 days 2950.8
TCGA-E2-A570-01A 47 years, female, black or african american, stage:Stage IB, alive, 931 days 2944.2
TCGA-A8-A08L-01A 89 years, female, stage:Stage IIIA, dead, 30 days 2939.4
TCGA-A7-A4SC-01A 62 years, female, white, stage:Stage IIB, alive, 446 days 2939.1
TCGA-BH-A0BL-01A 35 years, female, white, stage:Stage I, alive, 2278 days 2932.4
TCGA-BH-A0DG-01A 30 years, female, black or african american, stage:Stage IIA, alive, 2041 days 2930.2
TCGA-BH-A0DK-01A 49 years, female, white, stage:Stage IIA, alive, 423 days 2915.3
TCGA-A8-A09W-01A 70 years, female, stage:Stage IIIB, alive, 30 days 2912.7
TCGA-B6-A0RI-01A 44 years, female, white, stage:Stage IIIB, alive, 7126 days 2903.3
TCGA-GM-A2DN-01A 58 years, female, white, stage:Stage IIA, alive, 3091 days 2902.7
TCGA-A1-A0SD-01A 59 years, female, white, stage:Stage IIA, alive, 437 days 2900.9
TCGA-AC-A3HN-01A 87 years, female, white, stage:Stage IIB, alive, 496 days 2900.7
TCGA-A7-A4SE-01A 54 years, female, black or african american, stage:Stage IIA, alive, 644 days 2897.7
TCGA-AC-A8OS-01A 71 years, female, white, stage:Stage IIA, alive, 70 days 2897.3
TCGA-BH-A0E1-01A 52 years, female, white, stage:Stage IIB, alive, 477 days 2897.0
TCGA-BH-A0BJ-01A 41 years, female, white, stage:Stage IIB, alive, 660 days 2891.7
TCGA-D8-A73U-01A 88 years, female, white, stage:Stage IIA, alive, 492 days 2883.2
TCGA-E2-A1IU-01A 60 years, female, white, stage:Stage IA, alive, 337 days 2882.0
TCGA-EW-A1OX-01A 43 years, female, white, stage:Stage IIA, alive, 911 days 2874.2
TCGA-BH-A0EI-01A 51 years, female, white, stage:Stage IIA, alive, 1926 days 2859.9
TCGA-A8-A06P-01A 63 years, female, stage:Stage IIIA, alive, 396 days 2848.9
TCGA-BH-A0HL-01A 56 years, female, white, stage:Stage IIB, alive, 72 days 2847.4
TCGA-C8-A8HR-01A 49 years, female, asian, stage:Stage IIIA, alive, 408 days 2845.5
TCGA-E2-A14P-01A 79 years, female, white, stage:Stage IIIC, alive, 1246 days 2842.2
TCGA-C8-A26Z-01A 59 years, female, asian, stage:Stage IIA, alive, 470 days 2841.3
TCGA-EW-A2FR-01A 59 years, female, black or african american, stage:Stage IIIC, alive, 1673 days 2840.9
TCGA-BH-A0B4-01A 65 years, male, white, stage:Stage IIIA, alive, 1191 days 2832.3
TCGA-B6-A0IJ-01A 42 years, female, black or african american, stage:Stage IIB, alive, 7106 days 2828.2
TCGA-AR-A255-01A 62 years, female, white, stage:Stage I, alive, 2161 days 2828.0
TCGA-E9-A228-01A 58 years, female, white, stage:Stage IIB, alive, 1285 days 2822.6
TCGA-E2-A14V-01A 53 years, female, white, stage:Stage IIB, alive, 1042 days 2821.5
TCGA-AC-A2BK-01A 78 years, female, black or african american, stage:Stage IIIA, alive, 2222 days 2820.5
TCGA-E2-A1B4-01A 74 years, female, white, stage:Stage IIIA, dead, 1004 days 2818.5
TCGA-E9-A1RC-01A 56 years, female, white, stage:Stage IIIC, alive, 1224 days 2815.2
TCGA-AR-A256-01A 45 years, female, white, stage:Stage IIA, dead, 2854 days 2812.8
TCGA-A7-A0CD-01A 66 years, female, white, stage:Stage I, alive, 1165 days 2812.3
TCGA-A1-A0SH-01A 39 years, female, white, stage:Stage IIA, alive, 1437 days 2810.8
TCGA-BH-A0DS-01A 71 years, female, white, stage:Stage IIIA, alive, 78 days 2809.0
TCGA-B6-A0RL-01A 60 years, female, black or african american, stage:Stage IIA, dead, 2469 days 2806.4
TCGA-BH-A6R9-01A 61 years, female, white, stage:Stage IIA, alive, 160 days 2805.6
TCGA-LD-A7W6-01A 54 years, female, white, stage:Stage IIB, alive, 404 days 2805.0
TCGA-D8-A27E-01A 66 years, female, white, stage:Stage IA, alive, 530 days 2802.0
TCGA-AO-A1KR-01A 51 years, female, white, stage:Stage IIA, alive, 2513 days 2801.2
TCGA-AO-A12C-01A 42 years, female, white, stage:Stage IIB, alive, 2372 days 2800.2
TCGA-OL-A5RW-01A 40 years, female, black or african american, stage:Stage IIA, alive, 1106 days 2799.2
TCGA-B6-A0RU-01A 40 years, female, white, stage:Stage IA, alive, 8605 days 2794.1
TCGA-A2-A0CX-01A 52 years, female, white, stage:Stage IIA, alive, 1728 days 2792.8
TCGA-E9-A1N3-01A 70 years, female, white, stage:Stage IIIA, alive, 1059 days 2788.2
TCGA-GM-A3NW-01A 63 years, female, white, stage:Stage IIA, alive, 3361 days 2787.4
TCGA-E9-A22H-01A 42 years, female, white, stage:Stage IIB, alive, 1232 days 2786.4
TCGA-D8-A27L-01A 49 years, female, white, stage:Stage IIIA, alive, 499 days 2785.4
TCGA-E2-A1LG-01A 50 years, female, black or african american, stage:Stage IIA, alive, 1523 days 2776.9
TCGA-AC-A2QI-01A 76 years, female, white, stage:Stage IIIA, alive, 588 days 2776.4
TCGA-E2-A1IG-01A 45 years, female, white, stage:Stage IIB, alive, 2140 days 2773.1
TCGA-E2-A1B6-01A 44 years, female, white, stage:Stage IIA, alive, 867 days 2773.0
TCGA-B6-A0WY-01A 40 years, female, white, stage:Stage IIIA, dead, 3461 days 2770.5
TCGA-E2-A1IO-01A 37 years, female, white, stage:Stage I, alive, 1855 days 2770.0
TCGA-A8-A06Q-01A 63 years, female, stage:Stage IIIA, alive, 31 days 2762.0
TCGA-BH-A0BM-01A 54 years, female, white, stage:Stage IIB, alive, 1876 days 2760.6
TCGA-E2-A15O-01A 89 years, female, black or african american, stage:Stage I, alive, 289 days 2756.8
TCGA-BH-A0B8-01A 64 years, female, white, stage:Stage I, alive, 1569 days 2756.3
TCGA-D8-A1JN-01A 80 years, female, white, stage:Stage IIIC, alive, 620 days 2752.0
TCGA-E2-A15I-01A 44 years, female, white, stage:Stage IIA, alive, 1692 days 2751.7
TCGA-AC-A8OR-01A 75 years, female, white, stage:Stage IA, alive, 40 days 2751.0
TCGA-D8-A1JA-01A 60 years, female, white, stage:'--, alive, 502 days 2748.6
TCGA-C8-A12L-01A 67 years, female, asian, stage:Stage IIA, alive, 363 days 2746.9
TCGA-AR-A1AK-01A 70 years, female, white, stage:Stage I, alive, 3159 days 2746.4
TCGA-A2-A0YH-01A 53 years, female, white, stage:Stage IIIA, alive, 659 days 2741.6
TCGA-BH-A204-01A 80 years, female, white, stage:Stage IIB, dead, 2534 days 2741.2
TCGA-E2-A153-01A 51 years, female, white, stage:Stage IIB, alive, 707 days 2736.0
TCGA-BH-A0B7-01A 42 years, female, white, stage:Stage IIB, alive, 2559 days 2735.1
TCGA-A2-A0T6-01A 50 years, female, white, stage:Stage IIB, alive, 575 days 2731.3
TCGA-BH-A208-01A 48 years, female, white, stage:Stage IIB, dead, 1759 days 2729.5
TCGA-AQ-A0Y5-01A 70 years, female, white, stage:Stage IIIA, dead, 172 days 2728.9
TCGA-A8-A0A4-01A 73 years, female, stage:Stage IIA, alive, 396 days 2725.2
TCGA-A8-A099-01A 76 years, female, stage:Stage X, alive, 304 days 2718.1
TCGA-A2-A3KD-01A 47 years, female, white, stage:Stage IIIA, alive, 1206 days 2717.2
TCGA-A2-A0CW-01A 67 years, female, white, stage:Stage IIB, alive, 3283 days 2712.3
TCGA-AC-A23C-01A 62 years, female, white, stage:Stage IIB, alive, 585 days 2711.6
TCGA-AO-A03L-01A 34 years, female, asian, stage:Stage IIIA, alive, 2442 days 2709.7
TCGA-BH-A0EE-01A 68 years, female, white, stage:Stage IIB, alive, 943 days 2707.0
TCGA-E9-A1R0-01A 58 years, female, white, stage:Stage IIA, alive, 860 days 2706.4
TCGA-AN-A0XP-01A 69 years, female, white, stage:Stage IIIA, alive, 9 days 2704.0
TCGA-BH-A1FG-01A 88 years, female, white, stage:Stage I, dead, 577 days 2703.5
TCGA-A2-A1FV-01A 74 years, female, white, stage:Stage IIB, alive, 714 days 2702.6
TCGA-B6-A0RE-01A 61 years, female, black or african american, stage:Stage X, alive, 7777 days 2702.3
TCGA-AR-A24P-01A 47 years, female, white, stage:Stage I, alive, 84 days 2698.1
TCGA-E2-A105-01A 79 years, female, white, stage:Stage IIA, alive, 1308 days 2696.7
TCGA-A7-A3RF-01A 79 years, female, white, stage:Stage IIA, alive, 408 days 2681.3
TCGA-A2-A04N-01A 66 years, female, white, stage:Stage IA, alive, 4354 days 2677.3
TCGA-AR-A252-01A 50 years, female, white, stage:Stage I, alive, 2838 days 2676.8
TCGA-E2-A15K-01A 58 years, female, white, stage:Stage IIB, alive, 275 days 2675.0
TCGA-B6-A0X4-01A 62 years, female, white, stage:Stage IIB, dead, 860 days 2674.2
TCGA-AC-A3EH-01A 79 years, female, white, stage:Stage IIIC, dead, 197 days 2666.7
TCGA-BH-A0DQ-01A 42 years, female, white, stage:Stage IIB, alive, 98 days 2662.5
TCGA-LQ-A4E4-01A 73 years, female, white, stage:Stage IIIA, alive, 849 days 2661.6
TCGA-E2-A1L9-01A 40 years, female, white, stage:Stage IIA, alive, 598 days 2660.5
TCGA-AR-A24U-01A 47 years, female, white, stage:Stage IIA, alive, 3128 days 2660.1
TCGA-BH-A0AZ-01A 47 years, female, white, stage:Stage IIIA, alive, 1919 days 2659.5
TCGA-GM-A4E0-01A 67 years, female, white, stage:Stage IIIC, alive, 2191 days 2651.9
TCGA-E9-A295-01A 71 years, female, white, stage:Stage IIA, alive, 375 days 2648.6
TCGA-E2-A1IJ-01A 57 years, female, white, stage:Stage I, alive, 865 days 2646.2
TCGA-BH-A1EO-01A 68 years, female, white, stage:Stage IIA, dead, 2798 days 2643.4
TCGA-BH-A202-01A 60 years, female, white, stage:Stage II, alive, 795 days 2641.6
TCGA-E9-A1R3-01A 70 years, female, white, stage:Stage IIIC, alive, 78 days 2636.8
TCGA-AR-A0TX-01A 64 years, female, stage:Stage IIA, alive, 1972 days 2630.8
TCGA-A8-A09N-01A 57 years, female, stage:Stage IIIC, alive, 31 days 2625.0
TCGA-BH-A0WA-01A 82 years, female, white, stage:Stage I, alive, 701 days 2621.8
TCGA-3C-AALK-01A 52 years, female, black or african american, stage:Stage IA, alive, 1448 days 2620.3
TCGA-AO-A1KQ-01A 84 years, male, white, stage:Stage IIIB, alive, 1882 days 2615.4
TCGA-LL-A5YM-01A 88 years, female, black or african american, stage:Stage IIIB, alive, 394 days 2615.3
TCGA-BH-A18U-01A 72 years, female, white, stage:Stage IIIA, dead, 1563 days 2612.6
TCGA-C8-A1HI-01A 40 years, female, asian, stage:Stage IIIA, alive, 343 days 2611.2
TCGA-AR-A24H-01A 65 years, female, white, stage:Stage IIA, alive, 4894 days 2610.8
TCGA-EW-A1P3-01A 48 years, female, white, stage:Stage IIA, alive, 1611 days 2603.1
TCGA-AO-A0JE-01A 53 years, female, black or african american, stage:Stage IIIA, alive, 2335 days 2602.5
TCGA-D8-A1XB-01A 62 years, female, white, stage:Stage IIB, alive, 552 days 2602.0
TCGA-B6-A0I2-01A 45 years, female, white, stage:Stage IA, alive, 4361 days 2598.2
TCGA-OL-A66P-01A 75 years, female, black or african american, stage:Stage IIA, alive, 428 days 2597.7
TCGA-A2-A1G0-01A 49 years, female, white, stage:Stage IIB, alive, 616 days 2596.8
TCGA-E2-A1AZ-01A 63 years, female, white, stage:Stage IIB, alive, 2329 days 2594.3
TCGA-E9-A227-01A 42 years, female, white, stage:Stage IIB, alive, 975 days 2592.5
TCGA-A7-A26H-01A 72 years, female, white, stage:Stage IIA, alive, 724 days 2590.4
TCGA-E9-A1RD-01A 67 years, female, white, stage:Stage IIA, alive, 34 days 2590.0
TCGA-S3-AA10-01A 65 years, female, black or african american, stage:Stage IIA, alive, 586 days 2588.7
TCGA-AN-A04C-01A 51 years, female, white, stage:Stage IIB, alive, 54 days 2586.2
TCGA-AR-A0TT-01A 53 years, female, black or african american, stage:Stage IIIA, alive, 3316 days 2580.7
TCGA-BH-A0BV-01A 78 years, female, white, stage:Stage IIB, alive, 1519 days 2574.0
TCGA-D8-A1Y1-01A 80 years, female, white, stage:Stage IIIA, dead, 302 days 2573.8
TCGA-AR-A0TR-01A 68 years, female, white, stage:Stage IIB, dead, 160 days 2572.9
TCGA-PL-A8LZ-01A 29 years, female, black or african american, stage:Stage IIIB, alive, 302 days 2571.6
TCGA-PE-A5DD-01A 64 years, female, asian, stage:Stage IIA, alive, 1953 days 2565.5
TCGA-BH-A0BO-01A 54 years, female, white, stage:Stage I, alive, 2197 days 2565.3
TCGA-BH-A1FR-01A 73 years, female, white, stage:Stage IIIB, dead, 1642 days 2561.3
TCGA-E2-A1LB-01A 41 years, female, black or african american, stage:Stage IIB, alive, 2306 days 2558.9
TCGA-A8-A0A1-01A 84 years, female, stage:Stage IIA, alive, 365 days 2556.6
TCGA-E2-A572-01A 72 years, female, black or african american, stage:Stage IIIA, alive, 1208 days 2553.1
TCGA-A1-A0SO-01A 67 years, female, white, stage:Stage IIB, alive, 852 days 2552.4
TCGA-B6-A0WV-01A 67 years, female, white, stage:Stage IIB, dead, 2417 days 2551.9
TCGA-AO-A0J2-01A 41 years, female, white, stage:Stage IA, alive, 997 days 2546.8
TCGA-E2-A108-01A 64 years, female, white, stage:Stage IIIA, alive, 837 days 2543.3
TCGA-BH-A0HK-01A 81 years, female, white, stage:Stage IIB, alive, 178 days 2543.2
TCGA-A2-A04Q-01A 48 years, female, white, stage:Stage IA, alive, 2385 days 2542.4
TCGA-AO-A0J9-01A 61 years, female, white, stage:Stage IIIC, alive, 1613 days 2539.4
TCGA-OL-A6VO-01A 43 years, female, black or african american, stage:Stage IA, alive, 858 days 2537.8
TCGA-C8-A26W-01A 58 years, female, asian, stage:Stage IIB, alive, 381 days 2533.4
TCGA-E9-A1NG-01A 62 years, female, white, stage:Stage IIA, dead, 786 days 2530.2
TCGA-C8-A12Q-01A 78 years, female, asian, stage:Stage IIIA, dead, 385 days 2527.7
TCGA-A2-A0CS-01A 73 years, female, white, stage:Stage IV, dead, 2348 days 2527.3
TCGA-A2-A1FZ-01A 63 years, female, white, stage:Stage IIA, alive, 683 days 2524.1
TCGA-BH-A0C3-01A 47 years, female, white, stage:Stage I, alive, 2709 days 2523.7
TCGA-EW-A1J3-01A 61 years, female, white, stage:Stage IA, alive, 504 days 2516.3
TCGA-BH-A18V-01A 48 years, female, white, stage:Stage IIB, dead, 1556 days 2510.6
TCGA-AO-A0J7-01A 71 years, female, white, stage:Stage IIB, alive, 618 days 2509.6
TCGA-A8-A09I-01A 84 years, female, stage:Stage IIA, alive, 1371 days 2506.9
TCGA-BH-A0DI-01A 63 years, female, white, stage:Stage IIB, alive, 912 days 2506.3
TCGA-A2-A0EV-01A 80 years, female, white, stage:Stage IA, alive, 968 days 2505.7
TCGA-AN-A0FX-01A 52 years, female, white, stage:Stage IIA, alive, 10 days 2502.8
TCGA-A7-A0CH-01A 79 years, female, white, stage:Stage IIA, alive, 1079 days 2501.6
TCGA-A8-A0A2-01A 66 years, female, stage:Stage IIA, alive, 579 days 2498.6
TCGA-BH-A201-01A 64 years, female, white, stage:Stage IA, alive, 856 days 2484.0
TCGA-B6-A408-01A 55 years, female, black or african american, stage:Stage IIIC, alive, 2072 days 2483.2
TCGA-BH-A0H9-01A 69 years, female, white, stage:Stage IIA, alive, 1247 days 2471.4
TCGA-C8-A132-01A 56 years, female, asian, stage:Stage IIB, alive, 383 days 2462.2
TCGA-E9-A1R5-01A 63 years, female, white, stage:Stage IA, alive, 92 days 2461.8
TCGA-BH-A1ET-01A 55 years, female, white, stage:Stage I, dead, 2520 days 2461.1
TCGA-A2-A0T1-01A 55 years, female, american indian or alaska native, stage:Stage IIIC, alive, 521 days 2460.9
TCGA-E9-A22D-01A 38 years, female, white, stage:Stage IIA, alive, 1248 days 2456.1
TCGA-E2-A10A-01A 41 years, female, white, stage:Stage IIB, alive, 1229 days 2449.6
TCGA-BH-A1F8-01A 90 years, female, white, stage:Stage IIIB, dead, 1 days 2448.1
TCGA-AR-A2LL-01A 70 years, female, white, stage:Stage IIB, alive, 2012 days 2442.7
TCGA-AO-A0JA-01A 36 years, female, black or african american, stage:Stage IIIC, alive, 655 days 2441.1
TCGA-D8-A1XC-01A 85 years, female, white, stage:Stage IIIB, dead, 377 days 2431.7
TCGA-A8-A084-01A 81 years, female, stage:Stage IIB, alive, 458 days 2424.6
TCGA-A8-A07Z-01A 85 years, female, stage:Stage IIA, alive, 1371 days 2421.1
TCGA-B6-A0RH-01A 51 years, female, black or african american, stage:Stage IIA, dead, 6456 days 2416.5
TCGA-E2-A15C-01A 61 years, female, white, stage:Stage I, alive, 694 days 2413.4
TCGA-B6-A0I5-01A 49 years, female, white, stage:Stage IIB, alive, 8556 days 2410.3
TCGA-BH-A18F-01A 50 years, female, white, stage:Stage IIA, alive, 1001 days 2406.8
TCGA-D8-A3Z6-01A 56 years, female, white, stage:Stage IIIC, alive, 563 days 2403.9
TCGA-WT-AB44-01A 77 years, female, white, stage:Stage IA, alive, 883 days 2402.8
TCGA-B6-A0I8-01A 46 years, female, white, stage:Stage X, dead, 749 days 2401.9
TCGA-AO-A0J8-01A 61 years, female, white, stage:Stage IIA, alive, 680 days 2401.9
TCGA-E2-A152-01A 56 years, female, white, stage:Stage I, alive, 2128 days 2401.5
TCGA-E2-A1IF-01A 74 years, female, white, stage:Stage I, alive, 1138 days 2396.6
TCGA-C8-A134-01A 52 years, female, asian, stage:Stage IIA, alive, 383 days 2381.3
TCGA-AN-A0XS-01A 63 years, female, white, stage:Stage IIIA, alive, 10 days 2379.8
TCGA-EW-A1P5-01A 77 years, female, white, stage:Stage IIB, alive, 703 days 2373.9
TCGA-D8-A1XY-01A 74 years, female, white, stage:Stage IIA, alive, 503 days 2370.4
TCGA-C8-A8HQ-01A 53 years, female, asian, stage:Stage IIB, alive, 380 days 2369.1
TCGA-D8-A1XU-01A 56 years, female, white, stage:Stage IA, alive, 395 days 2368.0
TCGA-AC-A4ZE-01A 63 years, female, white, stage:Stage IIB, alive, 890 days 2366.1
TCGA-A1-A0SM-01A 77 years, male, white, stage:Stage IIA, alive, 242 days 2358.4
TCGA-GM-A2D9-01A 69 years, female, white, stage:Stage I, dead, 1812 days 2343.3
TCGA-OL-A5D8-01A 40 years, female, black or african american, stage:Stage IIB, alive, 973 days 2337.1
TCGA-A7-A4SF-01A 54 years, female, black or african american, stage:Stage IIA, alive, 545 days 2333.9
TCGA-E9-A5FL-01A 65 years, female, white, stage:Stage IIB, alive, 24 days 2331.0
TCGA-D8-A1Y0-01A 65 years, female, white, stage:Stage IIIA, alive, 472 days 2328.6
TCGA-A1-A0SG-01A 61 years, female, white, stage:Stage IIB, alive, 434 days 2317.5
TCGA-BH-A1EV-01A 45 years, female, white, stage:Stage IIIA, dead, 365 days 2317.3
TCGA-E2-A159-01A 50 years, female, white, stage:Stage IIA, alive, 762 days 2310.0
TCGA-AO-A126-01A 39 years, female, asian, stage:Stage IIA, alive, 3307 days 2309.9
TCGA-C8-A274-01A 63 years, female, asian, stage:Stage IIA, alive, 508 days 2309.2
TCGA-AO-A1KT-01A 78 years, female, white, stage:Stage IIA, alive, 541 days 2306.9
TCGA-A8-A08G-01A 41 years, female, stage:Stage IIA, alive, 607 days 2301.9
TCGA-E2-A15T-01A 65 years, female, white, stage:Stage IIA, alive, 1563 days 2297.5
TCGA-A2-A0EU-01A 79 years, female, white, stage:Stage IA, alive, 1043 days 2296.8
TCGA-BH-A1F2-01A 53 years, female, white, stage:Stage IIIB, dead, 959 days 2296.7
TCGA-AN-A0XR-01A 55 years, female, white, stage:Stage IIIA, alive, 10 days 2295.7
TCGA-AO-A12E-01A 51 years, female, white, stage:Stage IIB, alive, 2142 days 2295.3
TCGA-BH-A0B5-01A 40 years, female, white, stage:Stage IIIA, alive, 2136 days 2294.4
TCGA-BH-A0E7-01A 79 years, female, white, stage:Stage IIB, alive, 1363 days 2288.8
TCGA-AQ-A7U7-01A 55 years, female, white, stage:Stage IIIA, dead, 584 days 2287.7
TCGA-E9-A245-01A 47 years, female, white, stage:Stage IIB, dead, 26 days 2284.5
TCGA-C8-A278-01A 61 years, female, asian, stage:Stage IIIA, alive, 297 days 2283.1
TCGA-A8-A07J-01A 35 years, female, stage:Stage IIB, alive, 365 days 2281.8
TCGA-B6-A0X5-01A 61 years, female, black or african american, stage:Stage IIB, dead, 2097 days 2281.8
TCGA-AN-A03X-01A 74 years, female, white, stage:Stage IIA, alive, 10 days 2268.9
TCGA-B6-A0WT-01A 61 years, female, white, stage:Stage IIB, alive, 5739 days 2267.2
TCGA-A1-A0SJ-01A 39 years, female, black or african american, stage:Stage IIIA, alive, 416 days 2264.1
TCGA-A8-A0A6-01A 64 years, female, stage:Stage IIIC, alive, 640 days 2263.5
TCGA-BH-A1EN-01A 78 years, female, white, stage:Stage IIA, dead, 2127 days 2255.6
TCGA-A1-A0SQ-01A 45 years, female, white, stage:Stage IIB, alive, 554 days 2255.5
TCGA-E2-A10E-01A 64 years, female, white, stage:Stage IIA, alive, 865 days 2254.7
TCGA-D8-A1XW-01A 53 years, female, white, stage:Stage IIA, alive, 1309 days 2248.8
TCGA-E9-A24A-01A 69 years, female, white, stage:Stage IIA, alive, 747 days 2247.2
TCGA-5T-A9QA-01A 52 years, female, black or african american, stage:Stage IIA, alive, 303 days 2244.9
TCGA-PL-A8LX-01A 35 years, female, black or african american, stage:Stage IV, alive, 5 days 2244.8
TCGA-AO-A0JG-01A 49 years, female, white, stage:Stage IIIA, alive, 798 days 2243.1
TCGA-E2-A1BD-01A 53 years, female, white, stage:Stage IIA, alive, 1133 days 2242.0
TCGA-C8-A137-01A 34 years, female, asian, stage:Stage IIB, alive, 379 days 2239.2
TCGA-AO-A0JM-01A 40 years, female, stage:Stage IIB, alive, 2184 days 2234.4
TCGA-AN-A0XL-01A 61 years, female, white, stage:Stage IIA, alive, 163 days 2233.9
TCGA-C8-A12O-01A 50 years, female, asian, stage:Stage IIA, alive, 385 days 2233.7
TCGA-PE-A5DE-01A 41 years, female, white, stage:Stage IIA, alive, 2645 days 2233.3
TCGA-A8-A079-01A 69 years, female, stage:Stage IIIB, alive, 274 days 2230.3
TCGA-AR-A0TW-01A 50 years, female, white, stage:Stage IIIA, alive, 3009 days 2220.4
TCGA-D8-A1XQ-01A 69 years, female, white, stage:Stage IIA, alive, 499 days 2217.9
TCGA-AO-A03V-01A 41 years, female, white, stage:Stage I, alive, 1351 days 2215.9
TCGA-BH-A18H-01A 63 years, female, white, stage:Stage IA, alive, 652 days 2212.0
TCGA-EW-A6SA-01A 59 years, male, black or african american, stage:Stage II, alive, 510 days 2208.7
TCGA-BH-A1FC-01A 78 years, female, black or african american, stage:Stage IIA, dead, 3472 days 2207.0
TCGA-C8-A12V-01A 55 years, female, asian, stage:Stage IIA, alive, 385 days 2205.0
TCGA-D8-A1JE-01A 62 years, female, white, stage:Stage IIA, alive, 575 days 2199.8
TCGA-E9-A1R7-01A 64 years, female, white, stage:Stage IIA, alive, 1467 days 2195.8
TCGA-E2-A10F-01A 47 years, female, white, stage:Stage IIA, alive, 878 days 2195.2
TCGA-E9-A1NE-01A 28 years, female, white, stage:Stage IIB, alive, 1088 days 2194.8
TCGA-A8-A09D-01A 47 years, female, stage:Stage IIB, alive, 1522 days 2180.3
TCGA-BH-A0BD-01A 47 years, female, white, stage:Stage IIA, alive, 554 days 2178.4
TCGA-A8-A08P-01A 70 years, female, stage:Stage IIIA, alive, 943 days 2177.4
TCGA-A2-A4S1-01A 66 years, female, white, stage:Stage IIA, alive, 820 days 2175.0
TCGA-A2-A0T7-01A 51 years, female, white, stage:Stage IIA, alive, 631 days 2169.4
TCGA-AR-A1AW-01A 65 years, female, white, stage:Stage IIA, alive, 2632 days 2161.8
TCGA-E2-A14Q-01A 50 years, female, white, stage:Stage IIB, alive, 1163 days 2159.6
TCGA-A2-A4S0-01A 77 years, female, white, stage:Stage IIA, alive, 706 days 2156.4
TCGA-A7-A4SA-01A 40 years, female, white, stage:Stage IIB, alive, 454 days 2155.7
TCGA-BH-A0H6-01A 82 years, female, white, stage:Stage I, alive, 747 days 2155.3
TCGA-LL-A442-01A 56 years, female, black or african american, stage:Stage IIA, alive, 889 days 2154.9
TCGA-BH-A0DL-01A 64 years, female, white, stage:Stage IIA, alive, 2381 days 2152.2
TCGA-D8-A13Z-01A 51 years, female, white, stage:'--, alive, 635 days 2144.6
TCGA-EW-A2FW-01A 52 years, female, white, stage:Stage IIA, alive, 672 days 2143.6
TCGA-B6-A0WW-01A 58 years, female, black or african american, stage:Stage X, dead, 558 days 2142.2
TCGA-BH-A0B3-01A 53 years, female, white, stage:Stage IIB, alive, 1203 days 2141.1
TCGA-A7-A6VY-01A 48 years, female, black or african american, stage:Stage IIB, alive, 266 days 2136.4
TCGA-A7-A3J1-01A 63 years, female, white, stage:Stage IA, alive, 343 days 2129.2
TCGA-BH-A0AU-01A 45 years, female, white, stage:Stage IIA, alive, 1914 days 2128.1
TCGA-E2-A15H-01A 38 years, female, white, stage:Stage IIA, alive, 393 days 2126.7
TCGA-E2-A1IL-01A 78 years, female, white, stage:Stage IIA, alive, 118 days 2112.7
TCGA-D8-A1XM-01A 57 years, female, white, stage:Stage IA, alive, 538 days 2109.7
TCGA-A2-A04V-01A 39 years, female, white, stage:Stage IIA, dead, 1920 days 2108.4
TCGA-C8-A1HO-01A 34 years, female, asian, stage:Stage IIIC, alive, 375 days 2107.4
TCGA-E2-A14W-01A 78 years, male, white, stage:Stage IIA, alive, 974 days 2099.3
TCGA-B6-A40C-01A 51 years, female, white, stage:Stage IIB, alive, 2164 days 2086.7
TCGA-AN-A0FL-01A 62 years, female, white, stage:Stage IIA, alive, 231 days 2086.6
TCGA-BH-A1FJ-01A 66 years, female, white, stage:Stage IIIA, dead, 1927 days 2083.2
TCGA-A1-A0SI-01A 52 years, female, white, stage:Stage IIB, alive, 635 days 2077.8
TCGA-E2-A10B-01A 67 years, female, white, stage:Stage IIB, alive, 1141 days 2071.8
TCGA-UL-AAZ6-01A 73 years, female, black or african american, stage:Stage IIA, alive, 518 days 2068.1
TCGA-AR-A24L-01A 26 years, female, white, stage:Stage IIB, dead, 2866 days 2064.6
TCGA-EW-A1IZ-01A 53 years, female, white, stage:Stage IIIA, alive, 554 days 2059.6
TCGA-A2-A0SV-01A 63 years, female, white, stage:Stage IV, dead, 825 days 2059.5
TCGA-C8-A1HE-01A 59 years, female, asian, stage:Stage IIA, alive, 375 days 2050.1
TCGA-AN-A04D-01A 58 years, female, white, stage:Stage IIB, alive, 52 days 2031.2
TCGA-GM-A2DB-01A 62 years, female, white, stage:Stage IIA, alive, 2406 days 2030.8
TCGA-A8-A091-01A 61 years, female, stage:Stage IIA, alive, 1004 days 2028.7
TCGA-A8-A08O-01A 45 years, female, stage:Stage IV, alive, 943 days 2025.9
TCGA-A8-A0A7-01A 57 years, female, stage:Stage IIB, alive, 30 days 2021.2
TCGA-D8-A27R-01A 41 years, female, white, stage:Stage IIIC, alive, 307 days 2018.1
TCGA-E9-A1N5-01A 45 years, female, white, stage:Stage IIB, alive, 1120 days 2017.4
TCGA-AO-A125-01A 72 years, female, black or african american, stage:Stage IIA, alive, 3456 days 2016.9
TCGA-D8-A143-01A 51 years, female, white, stage:Stage IIA, alive, 431 days 2015.2
TCGA-A2-A04U-01A 47 years, female, white, stage:Stage IIA, alive, 2654 days 2005.5
TCGA-E9-A22E-01A 56 years, female, white, stage:Stage IIIA, alive, 1269 days 2002.8
TCGA-A2-A1FW-01A 62 years, female, white, stage:Stage IIIA, alive, 528 days 1996.8
TCGA-S3-AA12-01A 82 years, female, black or african american, stage:Stage IIIA, alive, 574 days 1992.1
TCGA-C8-A1HL-01A 38 years, female, asian, stage:Stage IIIA, alive, 317 days 1989.4
TCGA-C8-A1HM-01A 74 years, female, asian, stage:Stage IIA, alive, 375 days 1988.4
TCGA-PE-A5DC-01A 72 years, female, white, stage:Stage IIIA, dead, 1430 days 1986.1
TCGA-E2-A1BC-01A 63 years, female, stage:Stage IA, alive, 501 days 1983.5
TCGA-BH-A0BT-01A 56 years, female, white, stage:Stage IIA, alive, 2365 days 1978.3
TCGA-3C-AALJ-01A 62 years, female, black or african american, stage:Stage IIB, alive, 1474 days 1973.5
TCGA-E9-A1ND-01A 75 years, female, white, stage:Stage IIB, alive, 1266 days 1973.3
TCGA-B6-A1KI-01A 63 years, female, white, stage:Stage I, alive, 2236 days 1972.0
TCGA-E9-A22B-01A 71 years, female, white, stage:Stage IA, alive, 1167 days 1970.5
TCGA-A1-A0SN-01A 50 years, female, white, stage:Stage IIA, alive, 1196 days 1969.6
TCGA-A8-A06U-01A 80 years, female, stage:Stage IIB, dead, 883 days 1969.6
TCGA-E9-A1R6-01A 63 years, female, white, stage:Stage IIA, alive, 339 days 1968.2
TCGA-A7-A3J0-01A 62 years, female, white, stage:Stage IIA, alive, 313 days 1965.1
TCGA-D8-A13Y-01A 52 years, female, white, stage:Stage IA, alive, 1728 days 1955.1
TCGA-BH-A8FY-01A 87 years, female, white, stage:Stage IA, dead, 295 days 1951.6
TCGA-E9-A229-01A 37 years, female, white, stage:Stage IA, alive, 1148 days 1949.1
TCGA-A8-A09A-01A 40 years, female, stage:Stage X, alive, 304 days 1944.6
TCGA-D8-A1XV-01A 84 years, female, white, stage:Stage IIA, alive, 461 days 1944.0
TCGA-E2-A1LA-01A 59 years, female, stage:Stage IIA, alive, 748 days 1938.9
TCGA-GM-A2DA-01A 46 years, female, white, stage:Stage IIB, dead, 6593 days 1938.5
TCGA-E2-A56Z-01A 69 years, female, black or african american, stage:Stage IIB, alive, 252 days 1923.1
TCGA-A8-A082-01A 58 years, female, stage:Stage IIB, alive, 549 days 1923.0
TCGA-AR-A250-01A 58 years, female, white, stage:Stage IIA, alive, 2707 days 1912.3
TCGA-D8-A27M-01A 59 years, female, white, stage:Stage IA, alive, 410 days 1908.7
TCGA-D8-A142-01A 74 years, female, white, stage:Stage IIB, alive, 425 days 1907.9
TCGA-D8-A1JF-01A 79 years, female, white, stage:Stage IIIA, alive, 366 days 1901.7
TCGA-A2-A0YG-01A 63 years, female, white, stage:Stage IIIC, alive, 666 days 1893.9
TCGA-A8-A07U-01A 66 years, female, stage:Stage IIIA, alive, 760 days 1892.4
TCGA-S3-AA15-01A 51 years, female, black or african american, stage:Stage IIB, alive, 525 days 1890.5
TCGA-A2-A04P-01A 36 years, female, black or african american, stage:Stage IIIC, dead, 548 days 1887.0
TCGA-E2-A1LE-01A 71 years, female, white, stage:Stage IIIC, dead, 879 days 1886.6
TCGA-GM-A3NY-01A 72 years, female, white, stage:Stage IIB, alive, 1162 days 1878.8
TCGA-A7-A13D-01A 46 years, female, black or african american, stage:Stage IIA, alive, 965 days 1877.8
TCGA-BH-A18S-01A 79 years, female, white, stage:Stage I, dead, 2009 days 1868.4
TCGA-D8-A1X7-01A 40 years, female, white, stage:Stage IIA, alive, 509 days 1861.0
TCGA-A8-A076-01A 66 years, female, stage:Stage IIA, alive, 1642 days 1860.5
TCGA-A8-A08F-01A 59 years, female, stage:Stage IIIC, alive, 1004 days 1856.7
TCGA-A7-A0D9-01A 37 years, female, white, stage:Stage IIA, alive, 1139 days 1847.0
TCGA-A2-A0T3-01A 37 years, female, white, stage:Stage IB, alive, 1516 days 1843.4
TCGA-EW-A1PA-01A 59 years, female, white, stage:Stage IIB, alive, 575 days 1841.2
TCGA-A2-A1FX-01A 61 years, female, white, stage:Stage IIIA, alive, 1847 days 1839.1
TCGA-AC-A8OQ-01A 72 years, female, black or african american, stage:Stage IIB, alive, 34 days 1838.3
TCGA-AN-A0XW-01A 36 years, female, white, stage:Stage IIIA, alive, 170 days 1831.5
TCGA-D8-A1XD-01A 36 years, female, white, stage:Stage IIIA, alive, 522 days 1827.6
TCGA-E9-A2JS-01A 72 years, female, white, stage:Stage IIB, dead, 904 days 1826.6
TCGA-A2-A0ET-01A 58 years, female, white, stage:Stage IIIA, alive, 1066 days 1825.8
TCGA-EW-A1J5-01A 59 years, female, white, stage:Stage IIB, alive, 477 days 1812.7
TCGA-AC-A2FM-01A 87 years, female, white, stage:Stage IIB, dead, 792 days 1806.7
TCGA-A7-A26J-01A 49 years, female, white, stage:Stage IIA, alive, 627 days 1803.6
TCGA-D8-A1JT-01A 70 years, female, white, stage:Stage IIA, alive, 405 days 1799.6
TCGA-AO-A12H-01A 69 years, female, black or african american, stage:Stage IIA, alive, 1234 days 1795.9
TCGA-E2-A14T-01A 52 years, female, white, stage:Stage IIA, alive, 2311 days 1792.9
TCGA-BH-A0HX-01A 54 years, female, white, stage:Stage IIB, alive, 829 days 1791.8
TCGA-BH-A0HY-01A 60 years, female, white, stage:Stage I, alive, 1545 days 1788.4
TCGA-A2-A0CT-01A 71 years, female, white, stage:Stage IIA, alive, 2289 days 1784.7
TCGA-E9-A3Q9-01A 78 years, female, white, stage:Stage IIIC, alive, 1001 days 1782.7
TCGA-AR-A0TZ-01A 43 years, female, white, stage:'--, dead, 3262 days 1780.1
TCGA-A7-A4SB-01A 56 years, female, white, stage:Stage IIIA, alive, 418 days 1776.5
TCGA-BH-A0DE-01A 62 years, female, white, stage:Stage IIA, alive, 2372 days 1776.4
TCGA-B6-A0X1-01A 48 years, female, white, stage:'--, dead, 7455 days 1772.5
TCGA-E9-A5UP-01A 63 years, female, white, stage:Stage IIA, alive, 803 days 1772.3
TCGA-LL-A7SZ-01A 49 years, female, black or african american, stage:Stage IIB, alive, 594 days 1764.9
TCGA-D8-A1J9-01A 48 years, female, white, stage:Stage IA, alive, 532 days 1763.8
TCGA-GM-A2DD-01A 53 years, female, white, stage:Stage I, alive, 2282 days 1756.8
TCGA-GI-A2C8-01A 63 years, female, white, stage:Stage IIIB, alive, 225 days 1756.1
TCGA-E9-A1RI-01A 43 years, female, white, stage:Stage IIIA, alive, 1449 days 1755.9
TCGA-A7-A3IZ-01A 62 years, female, white, stage:Stage IIA, alive, 322 days 1749.5
TCGA-A2-A0YT-01A 56 years, female, white, stage:Stage IIIB, dead, 723 days 1747.1
TCGA-C8-A27A-01A 48 years, female, asian, stage:Stage IIB, alive, 747 days 1737.4
TCGA-A2-A25C-01A 50 years, female, white, stage:Stage IIB, alive, 523 days 1732.0
TCGA-EW-A423-01A 75 years, female, white, stage:Stage IIA, alive, 533 days 1726.0
TCGA-S3-A6ZF-01A 64 years, female, black or african american, stage:Stage IIA, alive, 572 days 1722.1
TCGA-D8-A1X5-01A 81 years, female, white, stage:Stage IIIC, alive, 565 days 1716.2
TCGA-BH-A6R8-01A 46 years, female, black or african american, stage:Stage IIA, alive, 293 days 1712.8
TCGA-B6-A1KN-01A 57 years, female, white, stage:Stage IIIB, alive, 4233 days 1705.7
TCGA-E9-A1N6-01A 52 years, female, white, stage:Stage IIB, dead, 678 days 1701.7
TCGA-BH-A0H7-01A 65 years, female, white, stage:Stage IIIA, alive, 702 days 1699.9
TCGA-A7-A0DC-01A 63 years, female, white, stage:Stage IA, alive, 906 days 1699.4
TCGA-A2-A25B-01A 39 years, female, black or african american, stage:Stage IIB, alive, 1291 days 1695.6
TCGA-E9-A22A-01A 74 years, female, white, stage:Stage IIA, alive, 1189 days 1689.9
TCGA-A2-A0T2-01A 66 years, female, white, stage:Stage IV, dead, 255 days 1689.7
TCGA-EW-A2FV-01A 39 years, female, white, stage:Stage IIIC, alive, 788 days 1689.5
TCGA-BH-A1EX-01A 67 years, female, white, stage:Stage IIB, dead, 1508 days 1679.9
TCGA-BH-A0H0-01A 69 years, female, white, stage:Stage IA, alive, 461 days 1677.3
TCGA-BH-A0BA-01A 51 years, female, white, stage:Stage IIIC, alive, 1132 days 1673.0
TCGA-BH-A0B1-01A 66 years, female, white, stage:Stage IIB, alive, 1148 days 1668.7
TCGA-A2-A25E-01A 34 years, female, black or african american, stage:Stage IIIA, alive, 3204 days 1665.0
TCGA-BH-A0HN-01A 67 years, female, white, stage:Stage IA, alive, 516 days 1662.8
TCGA-B6-A400-01A 43 years, female, black or african american, stage:Stage IIIA, alive, 215 days 1661.2
TCGA-E2-A15R-01A 64 years, female, white, stage:Stage IIA, alive, 1732 days 1660.9
TCGA-D8-A1XF-01A 45 years, female, white, stage:Stage IIA, alive, 463 days 1658.1
TCGA-C8-A273-01A 29 years, female, asian, stage:Stage IIB, alive, 513 days 1649.8
TCGA-A8-A09E-01A 73 years, female, stage:Stage IIIB, alive, 1492 days 1638.1
TCGA-AO-A0JI-01A 56 years, female, white, stage:Stage IIA, alive, 1528 days 1637.5
TCGA-B6-A0I1-01A 73 years, female, black or african american, stage:Stage IIA, dead, 2361 days 1634.9
TCGA-B6-A0RO-01A 71 years, female, white, stage:Stage IIIB, alive, 4929 days 1626.7
TCGA-E9-A1RF-01A 68 years, female, white, stage:Stage IIIA, alive, 200 days 1622.6
TCGA-B6-A2IU-01A 62 years, female, white, stage:Stage IIA, alive, 5176 days 1621.0
TCGA-AO-A0JL-01A 59 years, female, white, stage:Stage IIIA, alive, 1683 days 1617.9
TCGA-EW-A6S9-01A 34 years, female, black or african american, stage:Stage IIA, alive, 463 days 1616.7
TCGA-LL-A740-01A 61 years, female, black or african american, stage:Stage IA, alive, 441 days 1615.9
TCGA-GM-A2DF-01A 53 years, female, black or african american, stage:Stage IIA, alive, 2155 days 1614.2
TCGA-AR-A24R-01A 45 years, female, white, stage:Stage IIIA, alive, 3430 days 1606.0
TCGA-AN-A041-01A 29 years, female, white, stage:Stage IIB, alive, 7 days 1592.8
TCGA-C8-A1HN-01A 56 years, female, asian, stage:Stage IIA, alive, 394 days 1587.3
TCGA-A7-A13F-01A 44 years, female, white, stage:Stage IIIA, alive, 765 days 1580.0
TCGA-A8-A06R-01A 69 years, female, stage:Stage IIB, alive, 547 days 1577.0
TCGA-AO-A03R-01A 57 years, female, white, stage:Stage IIB, alive, 2091 days 1574.7
TCGA-BH-A0HB-01A 55 years, female, white, stage:Stage IA, alive, 806 days 1569.0
TCGA-A2-A04R-01A 36 years, female, black or african american, stage:Stage IA, alive, 3709 days 1568.9
TCGA-A8-A09R-01A 82 years, female, stage:Stage IIB, alive, 273 days 1564.7
TCGA-BH-A0GY-01A 67 years, female, white, stage:Stage IIA, alive, 923 days 1561.9
TCGA-AO-A0JB-01A 50 years, female, white, stage:Stage IIIA, alive, 1542 days 1557.4
TCGA-B6-A0RG-01A 26 years, female, white, stage:Stage IIB, alive, 2082 days 1551.9
TCGA-E2-A107-01A 54 years, female, white, stage:Stage IIIA, alive, 1047 days 1545.4
TCGA-AN-A0FZ-01A 45 years, female, white, stage:Stage IIIA, alive, 10 days 1535.2
TCGA-E2-A109-01A 64 years, female, white, stage:Stage IIA, alive, 1417 days 1519.2
TCGA-BH-A0BZ-01A 59 years, female, white, stage:Stage IIIA, alive, 2255 days 1518.2
TCGA-AR-A0TQ-01A 27 years, female, white, stage:Stage IIIA, alive, 2991 days 1508.1
TCGA-D8-A1XT-01A 61 years, female, white, stage:Stage IIA, alive, 506 days 1506.6
TCGA-GM-A2DK-01A 58 years, female, white, stage:Stage I, alive, 2645 days 1500.1
TCGA-A8-A097-01A 65 years, female, stage:Stage IIB, alive, 365 days 1498.0
TCGA-D8-A1X9-01A 66 years, female, white, stage:Stage IIB, alive, 727 days 1493.8
TCGA-C8-A3M8-01A 68 years, female, asian, stage:Stage IA, alive, 394 days 1488.9
TCGA-EW-A6SD-01A 32 years, female, black or african american, stage:Stage IIB, alive, 1010 days 1482.5
TCGA-E9-A226-01A 45 years, female, white, stage:Stage IIIA, dead, 1048 days 1481.4
TCGA-BH-A0HW-01A 62 years, female, asian, stage:Stage IA, alive, 1561 days 1477.4
TCGA-D8-A140-01A 62 years, female, white, stage:Stage IIB, alive, 403 days 1477.2
TCGA-D8-A27W-01A 55 years, female, white, stage:Stage IIIB, alive, 373 days 1471.6
TCGA-AN-A0FF-01A 32 years, female, white, stage:Stage IA, alive, 172 days 1466.6
TCGA-A2-A04Y-01A 53 years, female, white, stage:Stage IIB, alive, 1099 days 1464.5
TCGA-B6-A0IN-01A 45 years, female, white, stage:Stage X, dead, 2573 days 1431.2
TCGA-E2-A10C-01A 54 years, female, white, stage:Stage IIB, alive, 1220 days 1427.3
TCGA-LL-A8F5-01A 61 years, female, black or african american, stage:Stage IIA, alive, 596 days 1425.6
TCGA-AO-A12D-01A 43 years, female, white, stage:Stage IIA, alive, 2515 days 1421.5
TCGA-E2-A1LK-01A 84 years, female, black or african american, stage:Stage IIIC, dead, 266 days 1410.8
TCGA-E9-A1RE-01A 74 years, female, white, stage:Stage IIIA, alive, 1419 days 1407.4
TCGA-C8-A12U-01A 46 years, female, asian, stage:Stage IIB, alive, 385 days 1406.5
TCGA-A8-A08X-01A 43 years, female, stage:Stage IIIC, alive, 1308 days 1405.2
TCGA-D8-A1JI-01A 54 years, female, white, stage:Stage IIA, alive, 577 days 1398.2
TCGA-E2-A15P-01A 61 years, female, white, stage:Stage IA, alive, 595 days 1384.2
TCGA-AC-A2BM-01A 41 years, female, black or african american, stage:Stage IIB, alive, 3022 days 1383.9
TCGA-A8-A07I-01A 69 years, female, stage:Stage IIIA, alive, 426 days 1373.4
TCGA-E2-A15S-01A 34 years, female, white, stage:Stage IIB, alive, 428 days 1365.4
TCGA-A8-A06Z-01A 84 years, female, stage:Stage IIB, alive, 31 days 1363.7
TCGA-BH-A0HA-01A 31 years, female, white, stage:Stage I, alive, 1611 days 1361.8
TCGA-BH-A0GZ-01A 62 years, female, white, stage:Stage IIA, alive, 328 days 1358.1
TCGA-BH-A1F5-01A 62 years, female, white, stage:Stage IIA, dead, 2712 days 1354.8
TCGA-AN-A0FV-01A 58 years, female, white, stage:Stage IIA, alive, 10 days 1352.7
TCGA-S3-AA0Z-01A 63 years, female, black or african american, stage:Stage IIB, alive, 629 days 1351.0
TCGA-BH-A18L-01A 50 years, female, white, stage:Stage IIIA, dead, 811 days 1334.2
TCGA-D8-A73W-01A 79 years, female, white, stage:Stage IIIA, dead, 385 days 1328.5
TCGA-BH-A0DH-01A 63 years, female, white, stage:Stage IIB, alive, 1156 days 1328.1
TCGA-AN-A0AL-01A 41 years, female, white, stage:Stage IIIB, alive, 227 days 1321.8
TCGA-A8-A07W-01A 76 years, female, stage:Stage IV, alive, 304 days 1321.6
TCGA-C8-A12P-01A 55 years, female, asian, stage:Stage IIB, alive, 358 days 1318.2
TCGA-C8-A138-01A 54 years, female, asian, stage:Stage IIIA, alive, 380 days 1313.5
TCGA-A2-A0CQ-01A 62 years, female, black or african american, stage:Stage IA, alive, 2695 days 1291.8
TCGA-A2-A04X-01A 34 years, female, white, stage:Stage IIA, alive, 1686 days 1285.6
TCGA-C8-A12W-01A 49 years, female, asian, stage:Stage IIIB, alive, 385 days 1255.7
TCGA-E9-A1R4-01A 66 years, female, white, stage:Stage IA, alive, 186 days 1246.5
TCGA-B6-A0IA-01A 51 years, female, white, stage:Stage IIA, alive, 8391 days 1240.5
TCGA-A8-A09K-01A 68 years, female, stage:Stage IIA, alive, 912 days 1218.1
TCGA-A8-A08R-01A 52 years, female, stage:Stage IIB, alive, 30 days 1190.7
TCGA-AO-A0J3-01A 67 years, female, white, stage:Stage IIB, alive, 651 days 1171.1
TCGA-E2-A1IE-01A 61 years, female, white, stage:Stage IIB, alive, 2362 days 1162.5
TCGA-E2-A15F-01A 64 years, female, white, stage:Stage I, alive, 658 days 1161.6
TCGA-E9-A5UO-01A 41 years, female, white, stage:Stage IIA, alive, 785 days 1140.0
TCGA-A2-A0SW-01A 82 years, female, white, stage:Stage IV, dead, 1365 days 1138.3
TCGA-3C-AALI-01A 50 years, female, black or african american, stage:Stage IIB, alive, 4005 days 1126.1
TCGA-E2-A1LH-01A 59 years, female, white, stage:Stage I, alive, 3247 days 1099.0
TCGA-3C-AAAU-01A 55 years, female, white, stage:Stage X, alive, 4047 days 1096.6
TCGA-E9-A1RH-01A 63 years, female, white, stage:Stage IIA, alive, 1417 days 1076.8
TCGA-AO-A03T-01A 42 years, female, white, stage:Stage IIB, alive, 2124 days 1075.9
TCGA-E2-A106-01A 34 years, female, asian, stage:Stage IB, alive, 2541 days 1060.9
TCGA-AR-A0U2-01A 47 years, female, white, stage:Stage IIIA, dead, 2551 days 1059.1
TCGA-EW-A1J6-01A 70 years, female, white, stage:Stage I, alive, 875 days 1033.4
TCGA-C8-A8HP-01A 59 years, female, asian, stage:Stage IIIA, alive, 396 days 1017.6
TCGA-A2-A0CU-01A 73 years, female, white, stage:Stage IIA, dead, 158 days 983.8
TCGA-A2-A0D4-01A 37 years, female, black or african american, stage:Stage IIB, alive, 767 days 905.3
TCGA-E2-A2P6-01A 77 years, female, stage:Stage IIB, alive, 1051 days 883.9
TCGA-AN-A0FT-01A 63 years, female, white, stage:Stage IIB, alive, 214 days 872.3
TCGA-E9-A54Y-01A 63 years, female, white, stage:Stage IIIA, alive, 725 days 837.0
TCGA-AQ-A54O-01A 51 years, male, black or african american, stage:Stage IIA, alive, 1001 days 828.0
TCGA-BH-A0BW-01A 71 years, female, black or african american, stage:Stage I, alive, 2371 days 825.4
TCGA-GM-A2DC-01A 57 years, female, white, stage:Stage IIA, alive, 2535 days 689.8
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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.

RPS12 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.

: 2864.87
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 2221.2
Number of samples 50
Samples
Sample Description pTPM
DO228460 25 years, female, NA, stage:2, alive, 3385 days 4240.8
DO228453 34 years, female, NA, stage:0, alive, 4157 days 4236.9
DO228409 31 years, female, NA, stage:1, alive, 4423 days 4236.7
DO228483 34 years, female, NA, stage:0, alive, 1994 days 3953.1
DO228430 31 years, female, NA, stage:1, alive, 4647 days 3782.0
DO228439 33 years, female, NA, stage:1, alive, 1845 days 3550.3
DO228516 35 years, female, NA, stage:2, alive, 447 days 3368.4
DO228488 30 years, female, NA, stage:2, alive, 991 days 3365.3
DO228300 35 years, female, NA, stage:2, alive, 952 days 3216.4
DO228455 34 years, female, NA, stage:1, alive, 3115 days 3203.3
DO228246 26 years, female, NA, stage:3, dead, 327 days 3179.7
DO228499 29 years, female, NA, stage:1, alive, 284 days 3144.3
DO228350 34 years, female, NA, stage:1, alive, 3069 days 3016.3
DO228509 33 years, female, NA, stage:1, alive, 377 days 3009.7
DO228276 32 years, female, NA, stage:2, alive, 4613 days 2864.9
DO228340 34 years, female, NA, stage:3, dead, 1051 days 2841.0
DO228404 29 years, female, NA, stage:1, alive, 3737 days 2780.7
DO228272 32 years, female, NA, stage:2, alive, 4126 days 2776.8
DO228423 34 years, female, NA, stage:2, alive, 4136 days 2756.2
DO228321 35 years, female, NA, stage:2, dead, 4286 days 2713.2
DO228310 33 years, female, NA, stage:2, dead, 153 days 2601.5
DO228479 27 years, female, NA, stage:2, alive, 1985 days 2550.2
DO228506 32 years, female, NA, stage:1, alive, 489 days 2549.9
DO228521 32 years, female, NA, stage:1, alive, 287 days 2498.6
DO228502 27 years, female, NA, stage:1, alive, 164 days 2470.6
DO228452 32 years, female, NA, stage:2, dead, 1354 days 2409.2
DO228433 34 years, female, NA, stage:3, alive, 1929 days 2332.7
DO228426 35 years, female, NA, stage:2, alive, 4129 days 2229.6
DO228319 35 years, female, NA, stage:1, alive, 4716 days 2101.3
DO228307 35 years, female, NA, stage:2, alive, 4928 days 2030.8
DO228268 35 years, female, NA, stage:2, alive, 5084 days 1942.9
DO228260 32 years, female, NA, stage:2, alive, 3026 days 1857.5
DO228266 33 years, female, NA, stage:2, dead, 3785 days 1699.2
DO228356 33 years, female, NA, stage:2, dead, 3732 days 1683.9
DO228293 28 years, female, NA, stage:2, alive, 4339 days 1651.5
DO228290 31 years, female, NA, stage:2, alive, 4268 days 1534.7
DO228383 30 years, female, NA, stage:2, alive, 3975 days 1480.2
DO228332 33 years, female, NA, stage:2, alive, 4776 days 1476.8
DO228441 29 years, female, NA, stage:1, dead, 147 days 1409.0
DO228262 33 years, female, NA, stage:2, alive, 3889 days 1377.8
DO228471 28 years, female, NA, stage:2, alive, 1827 days 1281.2
DO228431 32 years, female, NA, stage:2, alive, 2915 days 813.4
DO228247 33 years, female, NA, stage:3, dead, 2584 days 778.3
DO228427 31 years, female, NA, stage:2, alive, 3995 days 566.9
DO229483 34 years, female, NA, stage:0, alive, 299 days 464.9
DO228477 33 years, female, NA, stage:3, alive, 2188 days 409.7
DO228256 29 years, female, NA, stage:2, alive, 2312 days 334.5
DO228283 33 years, female, NA, stage:3, alive, 5180 days 141.3
DO228295 31 years, female, NA, stage:2, dead, 2616 days 84.0
DO228449 27 years, female, NA, stage:2, alive, 4896 days 63.5
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BREAST CANCER - Protein expressioni

A mouse-over function shows sample information and annotation data. Click on an image to view it in a full screen mode. Samples can be filtered based on level of antibody staining by selecting one or several of the following categories: high, medium, low and not detected. The assay and annotation is described here.

Note that samples used for immunohistochemistry by the Human Protein Atlas do not correspond to samples in the TCGA dataset.

 

Antibody stainingi

Antibody staining in the annotated cell types in the current human tissue is reported as not detected, low, medium, or high, based on conventional immunohistochemistry profiling in selected tissues. This score is based on the combination of the staining intensity and fraction of stained cells.

Each image is clickable and will lead to virtual microscopy that enables deeper exploration of all samples and also displays staining intensity scores, fraction scores and subcellular localization as well as patient and tissue information for each sample.


Antibody HPA006124
 Staining
  High
  Medium
  Low
  Not detected
 Intensity
  Strong
  Moderate
  Weak
  Negative
 Quantity
  >75%
  75%-25%
  <25%
  None
 Location
  Nuclear
  Cytoplasmic/membranous
  Cytoplasmic/membranous,nuclear
  None
Lobular carcinoma, in situ
Lobular carcinoma
Lobular carcinoma
Duct carcinoma

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