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GAPDH
HPA
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  • GAPDH
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
ANTIBODIES
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VALIDATION
Dictionary
Breast cancer
Human cancer
Breast invasive carcinoma
BREAST INVASIVE CARCINOMA (TCGA) - Interactive survival scatter ploti

The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.

The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".

Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.

Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.

& Survival analysisi

Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.

GAPDH 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.

: 2015.62
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 3474.1
Number of samples 1022
Samples
Sample Description pTPM
TCGA-D8-A1JM-01A 59 years, female, white, stage:Stage IIB, alive, 590 days 27924.2
TCGA-A1-A0SK-01A 54 years, female, asian, stage:Stage IIA, dead, 967 days 21841.2
TCGA-BH-A18T-01A 70 years, female, white, stage:Stage IIA, dead, 224 days 18497.4
TCGA-A1-A0SP-01A 40 years, female, stage:Stage IIA, alive, 584 days 16603.2
TCGA-D8-A143-01A 51 years, female, white, stage:Stage IIA, alive, 431 days 14777.3
TCGA-A2-A1G1-01A 85 years, female, white, stage:Stage IIB, alive, 584 days 13592.4
TCGA-E2-A14Y-01A 35 years, female, white, stage:Stage IIA, alive, 2109 days 12452.6
TCGA-AN-A0XU-01A 54 years, female, white, stage:Stage IIA, alive, 10 days 12152.9
TCGA-AN-A0G0-01A 56 years, female, white, stage:Stage IIA, alive, 16 days 12060.3
TCGA-A7-A0CE-01A 57 years, female, white, stage:Stage IIA, alive, 1074 days 11944.3
TCGA-B6-A0RH-01A 51 years, female, black or african american, stage:Stage IIA, dead, 6456 days 11695.4
TCGA-EW-A1P4-01A 43 years, female, white, stage:Stage IIA, alive, 907 days 11690.2
TCGA-BH-A0AV-01A 52 years, female, black or african american, stage:Stage I, alive, 1820 days 11339.0
TCGA-BH-A18G-01A 81 years, female, white, stage:Stage IA, alive, 149 days 11320.2
TCGA-B6-A0X1-01A 48 years, female, white, stage:'--, dead, 7455 days 11248.0
TCGA-E9-A54X-01A 85 years, female, white, stage:Stage IA, alive, 727 days 11119.5
TCGA-AO-A12F-01A 36 years, female, white, stage:Stage IIA, alive, 1842 days 10812.9
TCGA-C8-A137-01A 34 years, female, asian, stage:Stage IIB, alive, 379 days 10550.9
TCGA-AO-A129-01A 29 years, female, white, stage:Stage IIB, alive, 3286 days 10453.7
TCGA-EW-A1P8-01A 58 years, female, white, stage:Stage IIIC, dead, 239 days 10117.7
TCGA-AR-A5QQ-01A 68 years, female, white, stage:Stage IIIA, dead, 322 days 10113.1
TCGA-E9-A1N8-01A 48 years, female, white, stage:Stage IIA, alive, 1039 days 9768.1
TCGA-E9-A22G-01A 47 years, female, white, stage:Stage IIA, alive, 1239 days 9657.2
TCGA-AN-A0AT-01A 62 years, female, white, stage:Stage IIA, alive, 10 days 9629.5
TCGA-D8-A13Z-01A 51 years, female, white, stage:'--, alive, 635 days 9583.1
TCGA-BH-A18R-01A 50 years, female, white, stage:Stage IIA, dead, 1142 days 9567.8
TCGA-A7-A6VW-01A 48 years, female, black or african american, stage:Stage IIA, alive, 285 days 9519.6
TCGA-AO-A1KQ-01A 84 years, male, white, stage:Stage IIIB, alive, 1882 days 9248.3
TCGA-BH-A1FN-01A 34 years, female, white, stage:Stage IIA, dead, 2192 days 9189.3
TCGA-A2-A0CY-01A 63 years, female, white, stage:Stage IIB, alive, 1673 days 9122.1
TCGA-LL-A8F5-01A 61 years, female, black or african american, stage:Stage IIA, alive, 596 days 9093.5
TCGA-AR-A0TP-01A 43 years, female, white, stage:Stage IIA, alive, 4275 days 9082.1
TCGA-B6-A0RE-01A 61 years, female, black or african american, stage:Stage X, alive, 7777 days 9020.3
TCGA-A2-A04P-01A 36 years, female, black or african american, stage:Stage IIIC, dead, 548 days 8878.4
TCGA-E2-A14N-01A 37 years, female, white, stage:Stage IIB, alive, 1434 days 8858.7
TCGA-BH-A0B9-01A 44 years, female, white, stage:Stage IA, alive, 1572 days 8824.5
TCGA-OL-A5D7-01A 70 years, female, black or african american, stage:Stage IIA, alive, 1780 days 8810.2
TCGA-C8-A1HJ-01A 53 years, female, asian, stage:Stage IIA, alive, 5 days 8710.0
TCGA-A7-A13D-01A 46 years, female, black or african american, stage:Stage IIA, alive, 965 days 8645.7
TCGA-AR-A24Q-01A 49 years, female, white, stage:Stage IIB, alive, 3172 days 8619.7
TCGA-A7-A56D-01A 84 years, female, black or african american, stage:Stage IIA, alive, 448 days 8567.7
TCGA-E9-A244-01A 54 years, female, white, stage:Stage IIA, alive, 21 days 8538.2
TCGA-A7-A4SD-01A 52 years, female, black or african american, stage:Stage IIA, alive, 441 days 8512.2
TCGA-B6-A0I2-01A 45 years, female, white, stage:Stage IA, alive, 4361 days 8491.8
TCGA-A7-A5ZV-01A 62 years, female, black or african american, stage:Stage IIA, alive, 368 days 8448.7
TCGA-A7-A3RF-01A 79 years, female, white, stage:Stage IIA, alive, 408 days 8219.7
TCGA-BH-A5IZ-01A 51 years, female, black or african american, stage:Stage IIB, alive, 567 days 8194.3
TCGA-AN-A0FX-01A 52 years, female, white, stage:Stage IIA, alive, 10 days 8071.3
TCGA-D8-A1JA-01A 60 years, female, white, stage:'--, alive, 502 days 7962.0
TCGA-LL-A6FR-01A 50 years, female, black or african american, stage:Stage IIA, alive, 489 days 7904.3
TCGA-AO-A1KR-01A 51 years, female, white, stage:Stage IIA, alive, 2513 days 7840.0
TCGA-E9-A5FL-01A 65 years, female, white, stage:Stage IIB, alive, 24 days 7754.3
TCGA-AN-A0AR-01A 55 years, female, white, stage:Stage IIA, alive, 10 days 7663.7
TCGA-A7-A6VX-01A 68 years, female, black or african american, stage:Stage IIA, alive, 317 days 7663.4
TCGA-E2-A1LL-01A 73 years, female, black or african american, stage:Stage IIIA, alive, 1309 days 7566.9
TCGA-A2-A0YE-01A 48 years, female, white, stage:Stage IIB, alive, 554 days 7565.8
TCGA-B6-A0I9-01A 62 years, female, white, stage:Stage IV, dead, 362 days 7565.3
TCGA-AQ-A0Y5-01A 70 years, female, white, stage:Stage IIIA, dead, 172 days 7463.0
TCGA-E2-A574-01A 44 years, female, black or african american, stage:Stage IIA, alive, 1179 days 7450.4
TCGA-D8-A1XJ-01A 76 years, female, white, stage:Stage IIIA, alive, 664 days 7263.3
TCGA-A2-A04U-01A 47 years, female, white, stage:Stage IIA, alive, 2654 days 7251.4
TCGA-OL-A5RW-01A 40 years, female, black or african american, stage:Stage IIA, alive, 1106 days 7244.7
TCGA-A7-A6VV-01A 51 years, female, black or african american, stage:Stage IIA, alive, 313 days 7237.6
TCGA-A2-A0D2-01A 45 years, female, white, stage:Stage IIA, alive, 1027 days 7185.2
TCGA-E2-A1II-01A 51 years, female, white, stage:Stage I, alive, 1025 days 7056.1
TCGA-A2-A04T-01A 62 years, female, white, stage:Stage IIA, alive, 2246 days 7034.3
TCGA-E2-A153-01A 51 years, female, white, stage:Stage IIB, alive, 707 days 6989.5
TCGA-D8-A1J8-01A 77 years, female, white, stage:Stage IIB, alive, 431 days 6970.6
TCGA-S3-AA10-01A 65 years, female, black or african american, stage:Stage IIA, alive, 586 days 6906.0
TCGA-AO-A0JD-01A 59 years, female, white, stage:Stage IIIA, alive, 2190 days 6900.7
TCGA-AR-A1AH-01A 51 years, female, white, stage:Stage IIB, alive, 3807 days 6880.5
TCGA-C8-A12L-01A 67 years, female, asian, stage:Stage IIA, alive, 363 days 6765.7
TCGA-A8-A07L-01A 58 years, female, stage:Stage IIIA, alive, 975 days 6741.3
TCGA-A2-A3XU-01A 35 years, female, black or african american, stage:Stage IIB, dead, 912 days 6723.1
TCGA-JL-A3YX-01A 46 years, female, asian, stage:Stage IIA, alive, 352 days 6698.3
TCGA-AC-A23E-01A 50 years, female, white, stage:Stage IIB, alive, 698 days 6648.1
TCGA-AC-A6IW-01A 73 years, female, black or african american, stage:Stage IIA, alive, 413 days 6629.3
TCGA-E9-A1RC-01A 56 years, female, white, stage:Stage IIIC, alive, 1224 days 6579.7
TCGA-AR-A1AY-01A 65 years, female, white, stage:Stage I, alive, 1026 days 6575.6
TCGA-E2-A14W-01A 78 years, male, white, stage:Stage IIA, alive, 974 days 6574.6
TCGA-BH-A0DL-01A 64 years, female, white, stage:Stage IIA, alive, 2381 days 6567.8
TCGA-BH-A1FD-01A 68 years, female, white, stage:Stage I, dead, 1009 days 6523.3
TCGA-AN-A0FJ-01A 59 years, female, white, stage:Stage IV, alive, 242 days 6457.0
TCGA-E9-A1NC-01A 61 years, female, white, stage:Stage IIB, alive, 1203 days 6421.7
TCGA-AN-A0FY-01A 55 years, female, white, stage:Stage IA, alive, 10 days 6394.7
TCGA-A8-A09W-01A 70 years, female, stage:Stage IIIB, alive, 30 days 6325.4
TCGA-B6-A0X4-01A 62 years, female, white, stage:Stage IIB, dead, 860 days 6298.9
TCGA-EW-A1PB-01A 70 years, female, black or african american, stage:Stage IIIA, alive, 608 days 6265.2
TCGA-D8-A27W-01A 55 years, female, white, stage:Stage IIIB, alive, 373 days 6249.3
TCGA-AN-A0AL-01A 41 years, female, white, stage:Stage IIIB, alive, 227 days 6228.8
TCGA-C8-A26V-01A 47 years, female, asian, stage:Stage IIIA, alive, 616 days 6206.7
TCGA-A2-A0YM-01A 67 years, female, white, stage:Stage IIA, alive, 965 days 6196.1
TCGA-A8-A07C-01A 57 years, female, stage:Stage IIA, alive, 1034 days 6168.4
TCGA-BH-A0DZ-01A 43 years, female, white, stage:Stage IIB, alive, 495 days 6144.1
TCGA-A2-A0D0-01A 60 years, female, black or african american, stage:Stage IIA, alive, 2048 days 6127.4
TCGA-C8-A26X-01A 58 years, female, asian, stage:Stage IIA, alive, 376 days 6051.8
TCGA-AO-A124-01A 38 years, female, white, stage:Stage IIA, alive, 3506 days 6036.6
TCGA-A7-A13E-01A 62 years, female, white, stage:Stage IIB, dead, 614 days 6022.5
TCGA-AC-A7VC-01A 56 years, female, white, stage:Stage IIB, alive, 1 days 5990.4
TCGA-AQ-A04J-01A 45 years, female, white, stage:Stage IIA, alive, 819 days 5982.0
TCGA-BH-A0BR-01A 59 years, female, white, stage:Stage I, alive, 2330 days 5970.0
TCGA-C8-A1HF-01A 48 years, female, asian, stage:Stage IIA, alive, 332 days 5959.9
TCGA-E2-A1AZ-01A 63 years, female, white, stage:Stage IIB, alive, 2329 days 5955.9
TCGA-D8-A1JJ-01A 54 years, female, white, stage:Stage IIA, alive, 611 days 5915.4
TCGA-B6-A0WV-01A 67 years, female, white, stage:Stage IIB, dead, 2417 days 5872.0
TCGA-A2-A3Y0-01A 57 years, female, black or african american, stage:Stage IIB, alive, 1546 days 5803.0
TCGA-D8-A1XK-01A 55 years, female, white, stage:Stage IIB, alive, 441 days 5776.3
TCGA-B6-A0IQ-01A 40 years, female, white, stage:Stage IIIA, alive, 4285 days 5763.2
TCGA-A8-A07R-01A 80 years, female, stage:Stage IIIC, alive, 273 days 5759.6
TCGA-E9-A1ND-01A 75 years, female, white, stage:Stage IIB, alive, 1266 days 5726.9
TCGA-GM-A3XL-01A 49 years, female, black or african american, stage:Stage IIA, alive, 2108 days 5698.6
TCGA-BH-A1EN-01A 78 years, female, white, stage:Stage IIA, dead, 2127 days 5695.1
TCGA-AO-A0J2-01A 41 years, female, white, stage:Stage IA, alive, 997 days 5682.3
TCGA-A2-A0SV-01A 63 years, female, white, stage:Stage IV, dead, 825 days 5681.7
TCGA-E2-A1B6-01A 44 years, female, white, stage:Stage IIA, alive, 867 days 5681.7
TCGA-E2-A152-01A 56 years, female, white, stage:Stage I, alive, 2128 days 5679.6
TCGA-AN-A0XO-01A 59 years, female, white, stage:Stage IIIA, alive, 375 days 5659.9
TCGA-D8-A1JL-01A 72 years, female, white, stage:Stage IIA, alive, 611 days 5647.1
TCGA-AR-A0U4-01A 54 years, female, white, stage:Stage IIA, alive, 3261 days 5646.6
TCGA-C8-A12W-01A 49 years, female, asian, stage:Stage IIIB, alive, 385 days 5634.5
TCGA-BH-A0B3-01A 53 years, female, white, stage:Stage IIB, alive, 1203 days 5608.5
TCGA-AN-A0AJ-01A 79 years, female, white, stage:Stage IIB, alive, 303 days 5592.9
TCGA-A7-A4SE-01A 54 years, female, black or african american, stage:Stage IIA, alive, 644 days 5514.8
TCGA-AR-A1AP-01A 80 years, female, white, stage:Stage I, alive, 2856 days 5501.8
TCGA-GM-A2DB-01A 62 years, female, white, stage:Stage IIA, alive, 2406 days 5499.4
TCGA-A2-A3XT-01A 45 years, female, black or african american, stage:Stage IIB, alive, 2770 days 5446.7
TCGA-A1-A0SM-01A 77 years, male, white, stage:Stage IIA, alive, 242 days 5445.3
TCGA-Z7-A8R6-01A 46 years, female, white, stage:Stage I, alive, 3256 days 5442.4
TCGA-BH-A18U-01A 72 years, female, white, stage:Stage IIIA, dead, 1563 days 5438.4
TCGA-BH-A0WA-01A 82 years, female, white, stage:Stage I, alive, 701 days 5424.2
TCGA-E2-A2P5-01A 78 years, female, black or african american, stage:Stage IIIC, dead, 821 days 5410.7
TCGA-AR-A0U0-01A 73 years, female, white, stage:Stage IIB, alive, 1988 days 5408.9
TCGA-B6-A0I1-01A 73 years, female, black or african american, stage:Stage IIA, dead, 2361 days 5385.1
TCGA-A2-A0T0-01A 59 years, female, white, stage:Stage IIB, alive, 533 days 5349.9
TCGA-B6-A400-01A 43 years, female, black or african american, stage:Stage IIIA, alive, 215 days 5345.7
TCGA-D8-A27H-01A 72 years, female, white, stage:Stage IIA, alive, 397 days 5319.8
TCGA-E9-A1RG-01A 62 years, female, white, stage:Stage IIIA, alive, 647 days 5317.2
TCGA-AR-A2LR-01A 49 years, female, white, stage:Stage I, alive, 1742 days 5296.5
TCGA-D8-A13Y-01A 52 years, female, white, stage:Stage IA, alive, 1728 days 5277.2
TCGA-AC-A2QJ-01A 48 years, female, white, stage:Stage IIIB, dead, 446 days 5259.0
TCGA-AO-A0J6-01A 61 years, female, white, stage:Stage IIA, alive, 1140 days 5245.2
TCGA-E9-A1NI-01A 51 years, female, white, stage:Stage IIA, alive, 300 days 5233.4
TCGA-3C-AALI-01A 50 years, female, black or african american, stage:Stage IIB, alive, 4005 days 5231.0
TCGA-A7-A0CJ-01A 57 years, female, white, stage:Stage IIA, alive, 931 days 5230.8
TCGA-EW-A1OW-01A 58 years, female, black or african american, stage:Stage IIA, alive, 694 days 5225.8
TCGA-C8-A12Z-01A 45 years, female, asian, stage:Stage IIB, alive, 382 days 5194.8
TCGA-D8-A27R-01A 41 years, female, white, stage:Stage IIIC, alive, 307 days 5154.6
TCGA-AR-A0TQ-01A 27 years, female, white, stage:Stage IIIA, alive, 2991 days 5148.9
TCGA-A1-A0SG-01A 61 years, female, white, stage:Stage IIB, alive, 434 days 5145.0
TCGA-C8-A12O-01A 50 years, female, asian, stage:Stage IIA, alive, 385 days 5120.7
TCGA-BH-A202-01A 60 years, female, white, stage:Stage II, alive, 795 days 5099.1
TCGA-A8-A082-01A 58 years, female, stage:Stage IIB, alive, 549 days 5088.2
TCGA-C8-A1HL-01A 38 years, female, asian, stage:Stage IIIA, alive, 317 days 5085.0
TCGA-AR-A1AS-01A 54 years, female, asian, stage:Stage IIB, alive, 1150 days 5067.5
TCGA-E2-A14V-01A 53 years, female, white, stage:Stage IIB, alive, 1042 days 5060.9
TCGA-GI-A2C9-01A 58 years, female, black or african american, stage:Stage IIB, alive, 3342 days 5055.0
TCGA-E9-A3HO-01A 49 years, female, white, stage:Stage IIA, alive, 1158 days 5054.6
TCGA-B6-A0I5-01A 49 years, female, white, stage:Stage IIB, alive, 8556 days 5047.4
TCGA-AO-A0J4-01A 41 years, female, black or african american, stage:Stage IA, alive, 1587 days 5042.8
TCGA-GM-A2DD-01A 53 years, female, white, stage:Stage I, alive, 2282 days 5007.4
TCGA-LL-A5YL-01A 64 years, female, white, stage:Stage IIB, alive, 519 days 4999.6
TCGA-EW-A6SA-01A 59 years, male, black or african american, stage:Stage II, alive, 510 days 4984.8
TCGA-A8-A092-01A 48 years, female, stage:Stage IIIA, alive, 942 days 4982.0
TCGA-D8-A147-01A 45 years, female, white, stage:'--, alive, 584 days 4975.8
TCGA-A8-A06R-01A 69 years, female, stage:Stage IIB, alive, 547 days 4974.6
TCGA-E2-A572-01A 72 years, female, black or african american, stage:Stage IIIA, alive, 1208 days 4968.8
TCGA-BH-A0BL-01A 35 years, female, white, stage:Stage I, alive, 2278 days 4949.0
TCGA-AC-A5EH-01A 76 years, female, black or african american, stage:Stage IIB, alive, 511 days 4931.0
TCGA-BH-A1EV-01A 45 years, female, white, stage:Stage IIIA, dead, 365 days 4927.2
TCGA-AC-A2BK-01A 78 years, female, black or african american, stage:Stage IIIA, alive, 2222 days 4922.7
TCGA-A8-A08B-01A 52 years, female, stage:Stage IIA, alive, 1156 days 4918.3
TCGA-OL-A5S0-01A 66 years, female, black or african american, stage:Stage IIB, alive, 620 days 4905.2
TCGA-E2-A1L7-01A 40 years, female, white, stage:Stage IIIA, alive, 1836 days 4894.9
TCGA-UL-AAZ6-01A 73 years, female, black or african american, stage:Stage IIA, alive, 518 days 4863.3
TCGA-BH-A0B0-01A 56 years, female, black or african american, stage:Stage I, alive, 2477 days 4845.3
TCGA-A8-A07U-01A 66 years, female, stage:Stage IIIA, alive, 760 days 4838.3
TCGA-AR-A24H-01A 65 years, female, white, stage:Stage IIA, alive, 4894 days 4824.1
TCGA-A7-A6VY-01A 48 years, female, black or african american, stage:Stage IIB, alive, 266 days 4803.3
TCGA-E9-A2JS-01A 72 years, female, white, stage:Stage IIB, dead, 904 days 4800.3
TCGA-EW-A1P3-01A 48 years, female, white, stage:Stage IIA, alive, 1611 days 4780.3
TCGA-E2-A1LK-01A 84 years, female, black or african american, stage:Stage IIIC, dead, 266 days 4773.5
TCGA-AR-A1AT-01A 62 years, female, white, stage:Stage IIA, dead, 1272 days 4753.0
TCGA-A2-A4RX-01A 67 years, female, black or african american, stage:Stage IIA, alive, 742 days 4749.0
TCGA-A2-A0D1-01A 76 years, female, white, stage:Stage IIA, alive, 1051 days 4732.0
TCGA-LL-A73Y-01A 67 years, female, black or african american, stage:Stage IA, alive, 477 days 4715.6
TCGA-BH-A0HU-01A 52 years, female, white, stage:Stage IA, alive, 392 days 4706.1
TCGA-D8-A27G-01A 75 years, female, white, stage:Stage IIA, alive, 409 days 4685.1
TCGA-AO-A1KT-01A 78 years, female, white, stage:Stage IIA, alive, 541 days 4674.2
TCGA-LD-A66U-01A 44 years, female, white, stage:Stage IIB, alive, 646 days 4674.1
TCGA-A2-A0YJ-01A 39 years, female, white, stage:Stage IIIA, alive, 566 days 4664.6
TCGA-AN-A0XW-01A 36 years, female, white, stage:Stage IIIA, alive, 170 days 4664.4
TCGA-E2-A150-01A 48 years, female, white, stage:Stage IIA, alive, 1935 days 4649.2
TCGA-BH-A18Q-01A 56 years, female, white, stage:Stage IIB, dead, 1692 days 4631.6
TCGA-E9-A3QA-01A 33 years, female, white, stage:Stage IIA, alive, 918 days 4627.4
TCGA-AC-A3EH-01A 79 years, female, white, stage:Stage IIIC, dead, 197 days 4618.1
TCGA-AN-A0XN-01A 68 years, female, white, stage:Stage IIIA, alive, 10 days 4609.9
TCGA-A2-A04W-01A 50 years, female, white, stage:Stage IIB, alive, 3102 days 4607.9
TCGA-E2-A107-01A 54 years, female, white, stage:Stage IIIA, alive, 1047 days 4596.4
TCGA-AR-A1AU-01A 39 years, female, white, stage:Stage IIIA, alive, 2868 days 4591.3
TCGA-D8-A1XD-01A 36 years, female, white, stage:Stage IIIA, alive, 522 days 4587.5
TCGA-D8-A1Y1-01A 80 years, female, white, stage:Stage IIIA, dead, 302 days 4578.9
TCGA-BH-A203-01A 78 years, female, white, stage:Stage IIB, dead, 1174 days 4556.9
TCGA-E2-A573-01A 48 years, female, black or african american, stage:Stage IA, alive, 1062 days 4547.4
TCGA-BH-A0E2-01A 49 years, female, black or african american, stage:Stage IIIA, alive, 435 days 4539.6
TCGA-AN-A0FT-01A 63 years, female, white, stage:Stage IIB, alive, 214 days 4537.2
TCGA-BH-A0BT-01A 56 years, female, white, stage:Stage IIA, alive, 2365 days 4526.3
TCGA-A2-A0T2-01A 66 years, female, white, stage:Stage IV, dead, 255 days 4519.5
TCGA-E9-A1RB-01A 40 years, female, white, stage:Stage IIA, dead, 976 days 4515.9
TCGA-BH-A0B5-01A 40 years, female, white, stage:Stage IIIA, alive, 2136 days 4511.6
TCGA-A1-A0SN-01A 50 years, female, white, stage:Stage IIA, alive, 1196 days 4487.6
TCGA-5L-AAT1-01A 63 years, female, white, stage:Stage IV, alive, 1471 days 4452.5
TCGA-GM-A2DL-01A 50 years, female, white, stage:Stage I, alive, 3519 days 4441.2
TCGA-A7-A13F-01A 44 years, female, white, stage:Stage IIIA, alive, 765 days 4436.6
TCGA-E2-A15T-01A 65 years, female, white, stage:Stage IIA, alive, 1563 days 4434.6
TCGA-AC-A62X-01A 72 years, female, black or african american, stage:Stage IIA, alive, 417 days 4406.2
TCGA-AC-A62V-01A 58 years, male, black or african american, stage:Stage IV, dead, 348 days 4393.1
TCGA-A2-A4S3-01A 59 years, female, black or african american, stage:Stage IIB, alive, 666 days 4379.6
TCGA-E9-A1NA-01A 58 years, female, white, stage:Stage IIA, alive, 1112 days 4374.5
TCGA-C8-A1HM-01A 74 years, female, asian, stage:Stage IIA, alive, 375 days 4374.4
TCGA-EW-A2FR-01A 59 years, female, black or african american, stage:Stage IIIC, alive, 1673 days 4361.2
TCGA-MS-A51U-01A 44 years, female, white, stage:Stage IIB, alive, 681 days 4350.3
TCGA-A2-A0YH-01A 53 years, female, white, stage:Stage IIIA, alive, 659 days 4321.3
TCGA-AR-A256-01A 45 years, female, white, stage:Stage IIA, dead, 2854 days 4316.4
TCGA-A8-A09R-01A 82 years, female, stage:Stage IIB, alive, 273 days 4308.2
TCGA-B6-A0IJ-01A 42 years, female, black or african american, stage:Stage IIB, alive, 7106 days 4307.2
TCGA-E9-A1NF-01A 60 years, female, white, stage:Stage IIA, dead, 1072 days 4300.5
TCGA-B6-A0WZ-01A 50 years, female, black or african american, stage:Stage II, alive, 6292 days 4299.8
TCGA-OL-A66I-01A 36 years, female, black or african american, stage:Stage IIA, alive, 714 days 4296.1
TCGA-EW-A1P7-01A 59 years, female, white, stage:Stage IIA, alive, 915 days 4293.7
TCGA-AN-A0FV-01A 58 years, female, white, stage:Stage IIA, alive, 10 days 4253.5
TCGA-E9-A54Y-01A 63 years, female, white, stage:Stage IIIA, alive, 725 days 4242.7
TCGA-AN-A0AM-01A 56 years, female, white, stage:Stage IIA, alive, 5 days 4227.0
TCGA-C8-A12Y-01A 44 years, female, asian, stage:Stage IIB, alive, 1476 days 4221.6
TCGA-C8-A131-01A 82 years, female, asian, stage:Stage IIIA, alive, 411 days 4207.1
TCGA-E9-A1N9-01A 58 years, female, white, stage:Stage IIA, alive, 1101 days 4197.9
TCGA-BH-A18P-01A 60 years, female, white, stage:Stage I, dead, 921 days 4192.3
TCGA-EW-A6S9-01A 34 years, female, black or african american, stage:Stage IIA, alive, 463 days 4191.4
TCGA-V7-A7HQ-01A 75 years, female, black or african american, stage:Stage IIIA, alive, 2033 days 4182.6
TCGA-C8-A12P-01A 55 years, female, asian, stage:Stage IIB, alive, 358 days 4168.3
TCGA-E2-A158-01A 43 years, female, white, stage:Stage IIA, alive, 450 days 4156.3
TCGA-B6-A401-01A 47 years, female, black or african american, stage:Stage IIA, alive, 2596 days 4151.0
TCGA-LL-A6FQ-01A 77 years, female, black or african american, stage:Stage IIIA, alive, 80 days 4143.0
TCGA-AR-A0TW-01A 50 years, female, white, stage:Stage IIIA, alive, 3009 days 4137.5
TCGA-E2-A1LG-01A 50 years, female, black or african american, stage:Stage IIA, alive, 1523 days 4124.0
TCGA-EW-A2FW-01A 52 years, female, white, stage:Stage IIA, alive, 672 days 4121.6
TCGA-B6-A0RU-01A 40 years, female, white, stage:Stage IA, alive, 8605 days 4121.4
TCGA-E2-A10C-01A 54 years, female, white, stage:Stage IIB, alive, 1220 days 4102.5
TCGA-AN-A0AS-01A 70 years, female, white, stage:Stage IIIA, alive, 10 days 4099.1
TCGA-BH-A0W7-01A 49 years, female, white, stage:Stage I, alive, 1363 days 4098.9
TCGA-D8-A27F-01A 40 years, female, white, stage:Stage IIA, alive, 488 days 4090.4
TCGA-LL-A5YP-01A 49 years, female, black or african american, stage:Stage IIB, alive, 450 days 4083.5
TCGA-GM-A3NY-01A 72 years, female, white, stage:Stage IIB, alive, 1162 days 4079.5
TCGA-A8-A07O-01A 51 years, female, stage:Stage IIA, alive, 304 days 4078.8
TCGA-B6-A0IA-01A 51 years, female, white, stage:Stage IIA, alive, 8391 days 4059.5
TCGA-B6-A0IK-01A 63 years, female, white, stage:Stage IIIB, dead, 571 days 4044.5
TCGA-BH-A18M-01A 39 years, female, white, stage:Stage IIIA, dead, 2207 days 4038.7
TCGA-E2-A1B0-01A 50 years, female, white, stage:Stage IIIA, alive, 1631 days 4032.6
TCGA-A8-A07B-01A 69 years, female, stage:Stage IIA, alive, 1308 days 4032.5
TCGA-LL-A5YN-01A 46 years, female, black or african american, stage:Stage IIA, alive, 447 days 4019.3
TCGA-B6-A0WY-01A 40 years, female, white, stage:Stage IIIA, dead, 3461 days 4013.0
TCGA-E2-A14P-01A 79 years, female, white, stage:Stage IIIC, alive, 1246 days 4011.3
TCGA-E9-A1NG-01A 62 years, female, white, stage:Stage IIA, dead, 786 days 4008.5
TCGA-BH-A0GY-01A 67 years, female, white, stage:Stage IIA, alive, 923 days 3987.9
TCGA-OL-A66N-01A 59 years, female, white, stage:Stage IIIC, alive, 792 days 3973.5
TCGA-E9-A1R2-01A 51 years, female, white, stage:Stage IIIC, alive, 1063 days 3951.0
TCGA-AR-A254-01A 50 years, female, white, stage:Stage IIIA, alive, 2605 days 3938.8
TCGA-AR-A24R-01A 45 years, female, white, stage:Stage IIIA, alive, 3430 days 3934.9
TCGA-A1-A0SO-01A 67 years, female, white, stage:Stage IIB, alive, 852 days 3930.5
TCGA-AC-A3TM-01A 50 years, female, white, stage:Stage IIIA, alive, 762 days 3925.2
TCGA-E9-A1N6-01A 52 years, female, white, stage:Stage IIB, dead, 678 days 3922.8
TCGA-A8-A09N-01A 57 years, female, stage:Stage IIIC, alive, 31 days 3920.4
TCGA-B6-A40B-01A 76 years, female, white, stage:Stage I, alive, 3152 days 3895.4
TCGA-AN-A0AK-01A 76 years, female, white, stage:Stage IIA, alive, 224 days 3887.1
TCGA-BH-A8FY-01A 87 years, female, white, stage:Stage IA, dead, 295 days 3885.3
TCGA-E2-A15H-01A 38 years, female, white, stage:Stage IIA, alive, 393 days 3875.6
TCGA-AN-A0FL-01A 62 years, female, white, stage:Stage IIA, alive, 231 days 3873.7
TCGA-JL-A3YW-01A 49 years, female, asian, stage:Stage IIB, alive, 360 days 3871.2
TCGA-OL-A97C-01A 67 years, female, black or african american, stage:Stage IIB, alive, 271 days 3865.4
TCGA-D8-A1Y0-01A 65 years, female, white, stage:Stage IIIA, alive, 472 days 3846.3
TCGA-AO-A03R-01A 57 years, female, white, stage:Stage IIB, alive, 2091 days 3844.2
TCGA-A2-A0CM-01A 40 years, female, black or african american, stage:Stage IIA, dead, 754 days 3842.1
TCGA-A8-A09X-01A 62 years, female, stage:Stage IIIC, dead, 426 days 3840.0
TCGA-B6-A0IG-01A 50 years, female, white, stage:Stage IIB, dead, 4456 days 3836.2
TCGA-A2-A0CP-01A 60 years, female, white, stage:Stage IA, alive, 2813 days 3831.5
TCGA-EW-A1OV-01A 56 years, female, white, stage:Stage IIB, alive, 789 days 3825.8
TCGA-E9-A6HE-01A 45 years, female, white, stage:Stage IIIC, alive, 847 days 3825.4
TCGA-AO-A0J9-01A 61 years, female, white, stage:Stage IIIC, alive, 1613 days 3817.1
TCGA-B6-A402-01A 47 years, female, black or african american, stage:Stage I, alive, 2281 days 3816.1
TCGA-BH-A1EO-01A 68 years, female, white, stage:Stage IIA, dead, 2798 days 3815.6
TCGA-EW-A1J3-01A 61 years, female, white, stage:Stage IA, alive, 504 days 3814.0
TCGA-OK-A5Q2-01A 59 years, female, stage:Stage II, alive, 64 days 3789.5
TCGA-AC-A8OR-01A 75 years, female, white, stage:Stage IA, alive, 40 days 3787.8
TCGA-A2-A0CW-01A 67 years, female, white, stage:Stage IIB, alive, 3283 days 3772.5
TCGA-C8-A12X-01A 62 years, female, asian, stage:Stage IIB, alive, 385 days 3771.1
TCGA-BH-A5J0-01A 63 years, female, black or african american, stage:Stage IA, alive, 715 days 3756.8
TCGA-BH-A18V-01A 48 years, female, white, stage:Stage IIB, dead, 1556 days 3738.8
TCGA-AN-A0XR-01A 55 years, female, white, stage:Stage IIIA, alive, 10 days 3737.5
TCGA-E2-A1LH-01A 59 years, female, white, stage:Stage I, alive, 3247 days 3718.3
TCGA-GM-A2DH-01A 58 years, female, white, stage:Stage I, alive, 2193 days 3714.7
TCGA-A8-A06P-01A 63 years, female, stage:Stage IIIA, alive, 396 days 3709.3
TCGA-E2-A14R-01A 62 years, female, white, stage:Stage IIA, alive, 1174 days 3702.4
TCGA-B6-A0RL-01A 60 years, female, black or african american, stage:Stage IIA, dead, 2469 days 3688.6
TCGA-A8-A07Z-01A 85 years, female, stage:Stage IIA, alive, 1371 days 3687.9
TCGA-A2-A25E-01A 34 years, female, black or african american, stage:Stage IIIA, alive, 3204 days 3685.1
TCGA-A2-A1FW-01A 62 years, female, white, stage:Stage IIIA, alive, 528 days 3675.1
TCGA-BH-A0EE-01A 68 years, female, white, stage:Stage IIB, alive, 943 days 3673.7
TCGA-E9-A1RF-01A 68 years, female, white, stage:Stage IIIA, alive, 200 days 3673.3
TCGA-C8-A8HQ-01A 53 years, female, asian, stage:Stage IIB, alive, 380 days 3670.7
TCGA-AR-A0U3-01A 59 years, female, white, stage:Stage IIB, alive, 4080 days 3669.5
TCGA-D8-A1XO-01A 56 years, female, white, stage:Stage IIB, alive, 1682 days 3654.9
TCGA-E9-A1R6-01A 63 years, female, white, stage:Stage IIA, alive, 339 days 3649.9
TCGA-BH-A0E0-01A 38 years, female, white, stage:Stage IIIC, alive, 134 days 3648.0
TCGA-EW-A1OZ-01A 56 years, female, black or african american, stage:Stage IIA, alive, 1229 days 3645.9
TCGA-3C-AALJ-01A 62 years, female, black or african american, stage:Stage IIB, alive, 1474 days 3639.0
TCGA-E9-A22B-01A 71 years, female, white, stage:Stage IA, alive, 1167 days 3627.3
TCGA-BH-A0BG-01A 73 years, female, white, stage:Stage I, alive, 1871 days 3626.0
TCGA-D8-A1XL-01A 34 years, female, white, stage:Stage IIB, alive, 606 days 3623.9
TCGA-BH-A18L-01A 50 years, female, white, stage:Stage IIIA, dead, 811 days 3623.3
TCGA-BH-A0BD-01A 47 years, female, white, stage:Stage IIA, alive, 554 days 3621.8
TCGA-A8-A0A9-01A 80 years, female, stage:Stage IIA, alive, 822 days 3621.0
TCGA-GM-A2DM-01A 57 years, female, white, stage:Stage IIA, alive, 3226 days 3618.9
TCGA-BH-A0GZ-01A 62 years, female, white, stage:Stage IIA, alive, 328 days 3618.7
TCGA-AR-A2LE-01A 69 years, female, white, stage:Stage I, alive, 5062 days 3616.8
TCGA-A2-A0ER-01A 63 years, female, white, stage:Stage IB, alive, 2263 days 3616.4
TCGA-E2-A10B-01A 67 years, female, white, stage:Stage IIB, alive, 1141 days 3614.7
TCGA-A1-A0SE-01A 56 years, female, white, stage:Stage I, alive, 1321 days 3596.6
TCGA-A8-A08P-01A 70 years, female, stage:Stage IIIA, alive, 943 days 3593.7
TCGA-AO-A0J7-01A 71 years, female, white, stage:Stage IIB, alive, 618 days 3589.2
TCGA-GM-A3XN-01A 44 years, female, white, stage:Stage IIIA, alive, 2019 days 3585.4
TCGA-E2-A15S-01A 34 years, female, white, stage:Stage IIB, alive, 428 days 3577.3
TCGA-A2-A0YG-01A 63 years, female, white, stage:Stage IIIC, alive, 666 days 3560.4
TCGA-AR-A1AQ-01A 49 years, female, white, stage:Stage IIA, alive, 3021 days 3554.6
TCGA-A8-A08G-01A 41 years, female, stage:Stage IIA, alive, 607 days 3546.8
TCGA-A8-A08T-01A 64 years, female, stage:Stage IV, dead, 3409 days 3546.2
TCGA-A2-A0YT-01A 56 years, female, white, stage:Stage IIIB, dead, 723 days 3543.7
TCGA-AQ-A54N-01A 51 years, female, black or african american, stage:Stage IIA, alive, 78 days 3541.5
TCGA-LL-A7T0-01A 70 years, female, black or african american, stage:Stage IIB, alive, 376 days 3540.4
TCGA-AO-A125-01A 72 years, female, black or african american, stage:Stage IIA, alive, 3456 days 3529.0
TCGA-EW-A1PG-01A 53 years, female, white, stage:Stage IIB, alive, 1051 days 3526.1
TCGA-BH-A0W4-01A 46 years, female, white, stage:Stage IIA, alive, 759 days 3520.5
TCGA-A1-A0SJ-01A 39 years, female, black or african american, stage:Stage IIIA, alive, 416 days 3511.9
TCGA-A8-A075-01A 42 years, female, stage:Stage IIB, alive, 518 days 3505.3
TCGA-EW-A1IW-01A 80 years, female, white, stage:Stage IIB, alive, 371 days 3501.9
TCGA-BH-A0BQ-01A 39 years, female, white, stage:Stage I, alive, 2255 days 3499.5
TCGA-BH-A0HP-01A 65 years, female, white, stage:Stage IIIA, alive, 414 days 3498.7
TCGA-E2-A154-01A 68 years, female, white, stage:Stage I, alive, 591 days 3494.2
TCGA-E2-A14T-01A 52 years, female, white, stage:Stage IIA, alive, 2311 days 3494.0
TCGA-D8-A1JD-01A 41 years, female, white, stage:Stage IIB, alive, 552 days 3491.7
TCGA-BH-A42T-01A 75 years, female, black or african american, stage:Stage IIA, dead, 320 days 3486.0
TCGA-BH-A18F-01A 50 years, female, white, stage:Stage IIA, alive, 1001 days 3485.5
TCGA-B6-A0RO-01A 71 years, female, white, stage:Stage IIIB, alive, 4929 days 3483.5
TCGA-E9-A1RH-01A 63 years, female, white, stage:Stage IIA, alive, 1417 days 3480.4
TCGA-BH-A0HX-01A 54 years, female, white, stage:Stage IIB, alive, 829 days 3457.7
TCGA-C8-A1HK-01A 53 years, female, asian, stage:Stage IIB, alive, 366 days 3456.0
TCGA-A8-A076-01A 66 years, female, stage:Stage IIA, alive, 1642 days 3437.2
TCGA-A8-A09I-01A 84 years, female, stage:Stage IIA, alive, 1371 days 3431.8
TCGA-C8-A275-01A 56 years, female, asian, stage:Stage IIA, alive, 1 days 3421.6
TCGA-UU-A93S-01A 63 years, female, black or african american, stage:Stage IV, dead, 116 days 3419.5
TCGA-PE-A5DC-01A 72 years, female, white, stage:Stage IIIA, dead, 1430 days 3419.2
TCGA-A8-A07W-01A 76 years, female, stage:Stage IV, alive, 304 days 3410.4
TCGA-AN-A049-01A 62 years, female, white, stage:Stage IIA, alive, 19 days 3410.2
TCGA-4H-AAAK-01A 50 years, female, white, stage:Stage IIIA, alive, 348 days 3404.2
TCGA-E2-A15F-01A 64 years, female, white, stage:Stage I, alive, 658 days 3402.8
TCGA-C8-A26W-01A 58 years, female, asian, stage:Stage IIB, alive, 381 days 3388.7
TCGA-BH-A0RX-01A 59 years, female, white, stage:Stage IIA, alive, 170 days 3388.3
TCGA-LD-A9QF-01A 73 years, female, black or african american, stage:Stage IA, alive, 323 days 3387.8
TCGA-A8-A0A1-01A 84 years, female, stage:Stage IIA, alive, 365 days 3387.8
TCGA-EW-A1P5-01A 77 years, female, white, stage:Stage IIB, alive, 703 days 3385.3
TCGA-C8-A27B-01A 48 years, female, asian, stage:Stage IIB, alive, 439 days 3384.5
TCGA-D8-A27M-01A 59 years, female, white, stage:Stage IA, alive, 410 days 3380.1
TCGA-A2-A0CX-01A 52 years, female, white, stage:Stage IIA, alive, 1728 days 3378.0
TCGA-A2-A0YL-01A 48 years, female, white, stage:Stage IIIA, alive, 1474 days 3377.7
TCGA-A7-A4SF-01A 54 years, female, black or african american, stage:Stage IIA, alive, 545 days 3367.9
TCGA-D8-A141-01A 40 years, female, white, stage:'--, alive, 626 days 3360.4
TCGA-A8-A06Q-01A 63 years, female, stage:Stage IIIA, alive, 31 days 3351.6
TCGA-C8-A135-01A 64 years, female, asian, stage:Stage IIB, alive, 393 days 3347.3
TCGA-AO-A126-01A 39 years, female, asian, stage:Stage IIA, alive, 3307 days 3346.9
TCGA-A2-A0EN-01A 70 years, female, white, stage:Stage IIA, alive, 4088 days 3341.0
TCGA-C8-A130-01A 52 years, female, asian, stage:Stage IIIA, alive, 370 days 3338.2
TCGA-E2-A15C-01A 61 years, female, white, stage:Stage I, alive, 694 days 3337.6
TCGA-LL-A9Q3-01A 69 years, female, white, stage:Stage IIIC, alive, 532 days 3336.2
TCGA-A2-A0ET-01A 58 years, female, white, stage:Stage IIIA, alive, 1066 days 3335.7
TCGA-E2-A15R-01A 64 years, female, white, stage:Stage IIA, alive, 1732 days 3332.2
TCGA-C8-A12U-01A 46 years, female, asian, stage:Stage IIB, alive, 385 days 3312.0
TCGA-A8-A079-01A 69 years, female, stage:Stage IIIB, alive, 274 days 3302.2
TCGA-AC-A23G-01A 76 years, female, white, stage:Stage IIA, alive, 2248 days 3273.6
TCGA-C8-A1HO-01A 34 years, female, asian, stage:Stage IIIC, alive, 375 days 3263.1
TCGA-OL-A5RZ-01A 57 years, female, black or african american, stage:Stage IA, alive, 679 days 3255.8
TCGA-BH-A0AU-01A 45 years, female, white, stage:Stage IIA, alive, 1914 days 3254.2
TCGA-A2-A0T5-01A 39 years, female, white, stage:Stage IIA, alive, 531 days 3248.5
TCGA-AR-A1AK-01A 70 years, female, white, stage:Stage I, alive, 3159 days 3244.3
TCGA-D8-A1Y2-01A 71 years, female, white, stage:Stage IIA, alive, 433 days 3242.6
TCGA-EW-A2FV-01A 39 years, female, white, stage:Stage IIIC, alive, 788 days 3239.0
TCGA-BH-A0BZ-01A 59 years, female, white, stage:Stage IIIA, alive, 2255 days 3232.5
TCGA-BH-A0C0-01A 62 years, female, white, stage:Stage IIA, alive, 1270 days 3218.9
TCGA-E2-A10F-01A 47 years, female, white, stage:Stage IIA, alive, 878 days 3217.8
TCGA-E9-A22E-01A 56 years, female, white, stage:Stage IIIA, alive, 1269 days 3205.8
TCGA-A2-A0T4-01A 62 years, female, white, stage:Stage IIA, alive, 624 days 3205.6
TCGA-AO-A0J8-01A 61 years, female, white, stage:Stage IIA, alive, 680 days 3189.9
TCGA-B6-A0X0-01A 54 years, female, white, stage:Stage I, dead, 3945 days 3184.7
TCGA-A8-A0A6-01A 64 years, female, stage:Stage IIIC, alive, 640 days 3183.9
TCGA-EW-A1OY-01A 63 years, female, white, stage:Stage IIA, alive, 908 days 3173.6
TCGA-A2-A3XZ-01A 46 years, female, black or african american, stage:Stage I, alive, 1532 days 3169.4
TCGA-A7-A3IY-01A 71 years, female, white, stage:Stage I, alive, 345 days 3148.6
TCGA-E2-A1L9-01A 40 years, female, white, stage:Stage IIA, alive, 598 days 3148.5
TCGA-OL-A5D8-01A 40 years, female, black or african american, stage:Stage IIB, alive, 973 days 3135.2
TCGA-D8-A142-01A 74 years, female, white, stage:Stage IIB, alive, 425 days 3133.8
TCGA-D8-A1XG-01A 86 years, female, white, stage:Stage IIIB, alive, 448 days 3131.3
TCGA-BH-A1F8-01A 90 years, female, white, stage:Stage IIIB, dead, 1 days 3126.3
TCGA-BH-A0HW-01A 62 years, female, asian, stage:Stage IA, alive, 1561 days 3114.8
TCGA-A2-A04Y-01A 53 years, female, white, stage:Stage IIB, alive, 1099 days 3114.2
TCGA-A8-A07I-01A 69 years, female, stage:Stage IIIA, alive, 426 days 3111.2
TCGA-B6-A0RS-01A 38 years, female, white, stage:Stage IIA, dead, 3063 days 3101.5
TCGA-A2-A0CS-01A 73 years, female, white, stage:Stage IV, dead, 2348 days 3097.3
TCGA-BH-A0HQ-01A 56 years, female, white, stage:Stage IIA, alive, 1121 days 3095.3
TCGA-AR-A0U2-01A 47 years, female, white, stage:Stage IIIA, dead, 2551 days 3091.1
TCGA-OL-A66O-01A 39 years, female, black or african american, stage:Stage IIB, alive, 528 days 3090.0
TCGA-AN-A03Y-01A 66 years, female, white, stage:Stage IIA, alive, 10 days 3082.5
TCGA-A2-A25F-01A 66 years, female, white, stage:Stage IIA, alive, 322 days 3080.5
TCGA-C8-A273-01A 29 years, female, asian, stage:Stage IIB, alive, 513 days 3080.4
TCGA-C8-A1HN-01A 56 years, female, asian, stage:Stage IIA, alive, 394 days 3078.8
TCGA-A2-A4S0-01A 77 years, female, white, stage:Stage IIA, alive, 706 days 3078.0
TCGA-A2-A0EO-01A 54 years, female, white, stage:Stage IA, alive, 2442 days 3076.3
TCGA-D8-A1J9-01A 48 years, female, white, stage:Stage IA, alive, 532 days 3075.1
TCGA-D8-A1XB-01A 62 years, female, white, stage:Stage IIB, alive, 552 days 3074.8
TCGA-E9-A226-01A 45 years, female, white, stage:Stage IIIA, dead, 1048 days 3067.5
TCGA-C8-A8HP-01A 59 years, female, asian, stage:Stage IIIA, alive, 396 days 3063.3
TCGA-A8-A06Z-01A 84 years, female, stage:Stage IIB, alive, 31 days 3062.3
TCGA-AC-A2FB-01A 65 years, female, white, stage:Stage IIA, alive, 1234 days 3059.2
TCGA-E9-A249-01A 45 years, female, white, stage:Stage IIA, alive, 217 days 3054.9
TCGA-GM-A2DI-01A 52 years, female, white, stage:Stage I, alive, 2590 days 3054.2
TCGA-AR-A1AI-01A 47 years, female, white, stage:Stage IIA, alive, 3296 days 3052.4
TCGA-BH-A18J-01A 56 years, female, white, stage:Stage IV, dead, 612 days 3051.2
TCGA-BH-A0H7-01A 65 years, female, white, stage:Stage IIIA, alive, 702 days 3048.3
TCGA-B6-A0IN-01A 45 years, female, white, stage:Stage X, dead, 2573 days 3047.5
TCGA-A2-A0YD-01A 63 years, female, white, stage:Stage IIB, alive, 769 days 3043.5
TCGA-BH-A2L8-01A 45 years, female, white, stage:Stage IIA, alive, 612 days 3042.9
TCGA-AO-A0JE-01A 53 years, female, black or african american, stage:Stage IIIA, alive, 2335 days 3040.2
TCGA-A8-A08O-01A 45 years, female, stage:Stage IV, alive, 943 days 3036.9
TCGA-OL-A66L-01A 71 years, female, black or african american, stage:Stage IA, alive, 1301 days 3036.0
TCGA-A8-A09T-01A 68 years, female, stage:'--, alive, 579 days 3033.5
TCGA-OL-A6VO-01A 43 years, female, black or african american, stage:Stage IA, alive, 858 days 3029.8
TCGA-D8-A1Y3-01A 61 years, female, white, stage:Stage IIIA, alive, 430 days 3024.1
TCGA-E9-A22A-01A 74 years, female, white, stage:Stage IIA, alive, 1189 days 3019.5
TCGA-AN-A0FK-01A 88 years, female, white, stage:Stage IIIB, alive, 213 days 3016.8
TCGA-AO-A0J3-01A 67 years, female, white, stage:Stage IIB, alive, 651 days 3012.0
TCGA-A8-A0A4-01A 73 years, female, stage:Stage IIA, alive, 396 days 3006.3
TCGA-BH-A1EY-01A 79 years, female, white, stage:Stage IIA, dead, 538 days 3005.9
TCGA-BH-A0HL-01A 56 years, female, white, stage:Stage IIB, alive, 72 days 3002.7
TCGA-E9-A22H-01A 42 years, female, white, stage:Stage IIB, alive, 1232 days 3001.8
TCGA-A2-A3XW-01A 42 years, female, black or african american, stage:Stage IIB, alive, 1712 days 3001.1
TCGA-AO-A0JM-01A 40 years, female, stage:Stage IIB, alive, 2184 days 2999.2
TCGA-EW-A1P0-01A 55 years, female, white, stage:Stage IIB, alive, 1251 days 2992.5
TCGA-A2-A1G4-01A 71 years, female, white, stage:Stage IIIA, alive, 595 days 2989.2
TCGA-E2-A15K-01A 58 years, female, white, stage:Stage IIB, alive, 275 days 2988.5
TCGA-BH-A0EI-01A 51 years, female, white, stage:Stage IIA, alive, 1926 days 2986.3
TCGA-AQ-A1H2-01A 84 years, female, white, stage:Stage IIIA, alive, 475 days 2981.7
TCGA-A8-A08Z-01A 76 years, female, stage:'--, alive, 1217 days 2980.5
TCGA-AR-A24V-01A 52 years, female, white, stage:Stage IIB, alive, 3203 days 2974.8
TCGA-E2-A576-01A 69 years, female, black or african american, stage:Stage IA, alive, 1043 days 2974.0
TCGA-A2-A3XX-01A 49 years, female, black or african american, stage:Stage IIA, dead, 1439 days 2973.9
TCGA-EW-A1OX-01A 43 years, female, white, stage:Stage IIA, alive, 911 days 2959.3
TCGA-AO-A0JL-01A 59 years, female, white, stage:Stage IIIA, alive, 1683 days 2949.2
TCGA-BH-A1FU-01A 44 years, female, white, stage:Stage IA, dead, 1688 days 2930.1
TCGA-A2-A04X-01A 34 years, female, white, stage:Stage IIA, alive, 1686 days 2928.4
TCGA-E9-A1NE-01A 28 years, female, white, stage:Stage IIB, alive, 1088 days 2920.1
TCGA-B6-A0IB-01A 64 years, female, white, stage:Stage IV, dead, 3941 days 2916.4
TCGA-S3-A6ZG-01A 71 years, female, black or african american, stage:Stage IIB, alive, 562 days 2915.4
TCGA-AO-A1KP-01A 77 years, female, white, stage:Stage IIA, alive, 2953 days 2914.6
TCGA-AR-A1AO-01A 47 years, female, white, stage:Stage IIA, alive, 2618 days 2913.2
TCGA-A8-A08I-01A 53 years, female, stage:Stage IIA, alive, 365 days 2913.0
TCGA-AO-A12E-01A 51 years, female, white, stage:Stage IIB, alive, 2142 days 2910.7
TCGA-BH-AB28-01A 53 years, female, white, stage:Stage IIIA, alive, 287 days 2910.5
TCGA-BH-A209-01A 77 years, female, black or african american, stage:Stage I, dead, 3959 days 2909.3
TCGA-BH-A8FZ-01A 58 years, female, white, stage:Stage IA, alive, 574 days 2909.0
TCGA-BH-A0DX-01A 62 years, female, white, stage:Stage I, alive, 2156 days 2905.2
TCGA-A7-A0DA-01A 62 years, female, white, stage:Stage IIA, alive, 1085 days 2904.0
TCGA-PL-A8LY-01A 30 years, female, black or african american, stage:Stage IIB, alive, 8 days 2903.6
TCGA-B6-A0I8-01A 46 years, female, white, stage:Stage X, dead, 749 days 2903.2
TCGA-BH-A0HF-01A 77 years, female, white, stage:Stage IA, alive, 727 days 2901.2
TCGA-E2-A15E-01A 40 years, female, white, stage:Stage IIA, alive, 630 days 2893.3
TCGA-EW-A1PH-01A 52 years, female, white, stage:Stage IIA, alive, 607 days 2887.8
TCGA-D8-A3Z6-01A 56 years, female, white, stage:Stage IIIC, alive, 563 days 2887.3
TCGA-E9-A3X8-01A 48 years, female, white, stage:Stage IIB, alive, 926 days 2879.1
TCGA-A1-A0SB-01A 70 years, female, white, stage:Stage I, alive, 259 days 2873.7
TCGA-C8-A138-01A 54 years, female, asian, stage:Stage IIIA, alive, 380 days 2870.6
TCGA-AR-A24K-01A 46 years, female, white, stage:Stage IIA, alive, 1548 days 2870.0
TCGA-A8-A09A-01A 40 years, female, stage:Stage X, alive, 304 days 2867.5
TCGA-GM-A2D9-01A 69 years, female, white, stage:Stage I, dead, 1812 days 2866.5
TCGA-AO-A128-01A 61 years, female, white, stage:Stage IIA, alive, 3248 days 2862.8
TCGA-S3-A6ZF-01A 64 years, female, black or african american, stage:Stage IIA, alive, 572 days 2862.7
TCGA-AN-A0FW-01A 67 years, female, white, stage:Stage IIIA, alive, 11 days 2862.1
TCGA-AN-A04C-01A 51 years, female, white, stage:Stage IIB, alive, 54 days 2855.3
TCGA-EW-A1P6-01A 64 years, female, white, stage:Stage IIB, alive, 562 days 2851.2
TCGA-WT-AB41-01A 55 years, female, black or african american, stage:Stage IIB, alive, 1611 days 2850.9
TCGA-A2-A0SY-01A 62 years, female, white, stage:Stage IIIA, alive, 1347 days 2847.8
TCGA-A8-A07S-01A 73 years, female, stage:Stage IIA, alive, 243 days 2835.8
TCGA-E9-A1N3-01A 70 years, female, white, stage:Stage IIIA, alive, 1059 days 2830.7
TCGA-A2-A04V-01A 39 years, female, white, stage:Stage IIA, dead, 1920 days 2830.2
TCGA-AN-A0FD-01A 71 years, female, white, stage:Stage IIA, alive, 196 days 2821.5
TCGA-S3-AA0Z-01A 63 years, female, black or african american, stage:Stage IIB, alive, 629 days 2820.4
TCGA-PE-A5DD-01A 64 years, female, asian, stage:Stage IIA, alive, 1953 days 2815.4
TCGA-AR-A2LJ-01A 40 years, female, white, stage:Stage IIIA, alive, 2632 days 2808.1
TCGA-AN-A04A-01A 36 years, female, white, stage:Stage IIIA, alive, 90 days 2807.5
TCGA-BH-A1ES-01A 35 years, female, white, stage:Stage IIB, dead, 3462 days 2804.9
TCGA-E9-A247-01A 59 years, female, white, stage:Stage IA, alive, 1186 days 2803.0
TCGA-E2-A159-01A 50 years, female, white, stage:Stage IIA, alive, 762 days 2802.7
TCGA-B6-A40C-01A 51 years, female, white, stage:Stage IIB, alive, 2164 days 2800.1
TCGA-BH-A0W5-01A 77 years, female, white, stage:Stage IIA, alive, 1288 days 2797.0
TCGA-E2-A1IK-01A 71 years, female, white, stage:Stage IIA, alive, 1800 days 2794.1
TCGA-A2-A0SU-01A 66 years, female, white, stage:Stage IIA, alive, 1662 days 2792.2
TCGA-S3-AA17-01A 64 years, female, black or african american, stage:Stage IIB, alive, 424 days 2788.7
TCGA-OL-A6VQ-01A 49 years, female, white, stage:Stage IIA, alive, 600 days 2786.2
TCGA-A8-A086-01A 59 years, female, stage:Stage IIA, alive, 396 days 2785.0
TCGA-BH-A0AW-01A 56 years, female, white, stage:Stage IIA, alive, 622 days 2783.0
TCGA-5T-A9QA-01A 52 years, female, black or african american, stage:Stage IIA, alive, 303 days 2782.8
TCGA-E9-A22D-01A 38 years, female, white, stage:Stage IIA, alive, 1248 days 2777.5
TCGA-AR-A2LK-01A 62 years, female, white, stage:Stage III, dead, 1649 days 2776.4
TCGA-AC-A4ZE-01A 63 years, female, white, stage:Stage IIB, alive, 890 days 2771.9
TCGA-D8-A1JT-01A 70 years, female, white, stage:Stage IIA, alive, 405 days 2759.6
TCGA-A2-A04Q-01A 48 years, female, white, stage:Stage IA, alive, 2385 days 2759.4
TCGA-BH-A6R9-01A 61 years, female, white, stage:Stage IIA, alive, 160 days 2757.8
TCGA-BH-A0DT-01A 41 years, female, white, stage:Stage IIA, alive, 2403 days 2751.5
TCGA-E9-A1RA-01A 48 years, female, white, stage:Stage IA, alive, 1369 days 2750.5
TCGA-E9-A245-01A 47 years, female, white, stage:Stage IIB, dead, 26 days 2749.7
TCGA-GM-A3XG-01A 46 years, female, white, stage:Stage IIIA, alive, 1330 days 2743.0
TCGA-C8-A12N-01A 58 years, female, asian, stage:Stage IIA, alive, 358 days 2739.0
TCGA-E2-A1IG-01A 45 years, female, white, stage:Stage IIB, alive, 2140 days 2738.9
TCGA-D8-A1JP-01A 73 years, female, white, stage:Stage IA, alive, 639 days 2737.9
TCGA-B6-A0RN-01A 60 years, female, white, stage:Stage IA, alive, 8008 days 2734.6
TCGA-E2-A105-01A 79 years, female, white, stage:Stage IIA, alive, 1308 days 2725.8
TCGA-A8-A09M-01A 75 years, female, stage:Stage IIIC, alive, 1006 days 2721.8
TCGA-XX-A899-01A 46 years, female, white, stage:Stage IIIA, alive, 467 days 2719.3
TCGA-BH-A1FJ-01A 66 years, female, white, stage:Stage IIIA, dead, 1927 days 2718.1
TCGA-BH-A1F5-01A 62 years, female, white, stage:Stage IIA, dead, 2712 days 2717.0
TCGA-A8-A095-01A 45 years, female, stage:Stage I, alive, 1277 days 2717.0
TCGA-E2-A10E-01A 64 years, female, white, stage:Stage IIA, alive, 865 days 2713.5
TCGA-E2-A56Z-01A 69 years, female, black or african american, stage:Stage IIB, alive, 252 days 2710.4
TCGA-A7-A3J0-01A 62 years, female, white, stage:Stage IIA, alive, 313 days 2709.7
TCGA-BH-A0E1-01A 52 years, female, white, stage:Stage IIB, alive, 477 days 2706.2
TCGA-AR-A24P-01A 47 years, female, white, stage:Stage I, alive, 84 days 2705.9
TCGA-AR-A0TY-01A 54 years, female, white, stage:Stage IIA, dead, 1699 days 2704.1
TCGA-AO-A1KS-01A 69 years, female, white, stage:Stage IIA, alive, 350 days 2703.8
TCGA-3C-AALK-01A 52 years, female, black or african american, stage:Stage IA, alive, 1448 days 2703.5
TCGA-E9-A295-01A 71 years, female, white, stage:Stage IIA, alive, 375 days 2700.1
TCGA-D8-A1XA-01A 64 years, female, white, stage:Stage IA, alive, 839 days 2700.0
TCGA-EW-A423-01A 75 years, female, white, stage:Stage IIA, alive, 533 days 2698.4
TCGA-D8-A1XM-01A 57 years, female, white, stage:Stage IA, alive, 538 days 2698.4
TCGA-D8-A1XZ-01A 81 years, female, white, stage:Stage IIIA, alive, 466 days 2698.2
TCGA-PL-A8LX-01A 35 years, female, black or african american, stage:Stage IV, alive, 5 days 2691.2
TCGA-E2-A1L6-01A 44 years, female, white, stage:Stage IIA, alive, 1648 days 2687.4
TCGA-BH-A0BC-01A 60 years, female, white, stage:Stage IIIC, alive, 974 days 2687.3
TCGA-E9-A1N5-01A 45 years, female, white, stage:Stage IIB, alive, 1120 days 2684.6
TCGA-AO-A12A-01A 47 years, female, white, stage:Stage IIA, alive, 3112 days 2682.5
TCGA-A7-A26J-01A 49 years, female, white, stage:Stage IIA, alive, 627 days 2682.3
TCGA-EW-A1IX-01A 48 years, female, asian, stage:Stage IIA, alive, 1208 days 2681.1
TCGA-E9-A243-01A 52 years, female, white, stage:Stage IIA, alive, 612 days 2680.7
TCGA-A2-A0EQ-01A 64 years, female, black or african american, stage:Stage IIA, alive, 2426 days 2677.7
TCGA-C8-A132-01A 56 years, female, asian, stage:Stage IIB, alive, 383 days 2674.2
TCGA-BH-A0DD-01A 58 years, male, white, stage:Stage IIB, alive, 2486 days 2673.0
TCGA-A1-A0SD-01A 59 years, female, white, stage:Stage IIA, alive, 437 days 2666.8
TCGA-BH-A0H9-01A 69 years, female, white, stage:Stage IIA, alive, 1247 days 2665.6
TCGA-BH-A1FL-01A 69 years, female, white, stage:Stage IIB, dead, 1673 days 2663.5
TCGA-AN-A046-01A 68 years, female, white, stage:Stage IIA, alive, 10 days 2662.8
TCGA-D8-A1XS-01A 48 years, male, white, stage:Stage IIIC, alive, 496 days 2662.7
TCGA-A8-A08F-01A 59 years, female, stage:Stage IIIC, alive, 1004 days 2662.4
TCGA-C8-A12Q-01A 78 years, female, asian, stage:Stage IIIA, dead, 385 days 2658.7
TCGA-E2-A1LE-01A 71 years, female, white, stage:Stage IIIC, dead, 879 days 2657.7
TCGA-AC-A2B8-01A 84 years, female, white, stage:Stage IIB, alive, 677 days 2651.0
TCGA-AR-A0TV-01A 66 years, female, stage:Stage IIA, alive, 2288 days 2649.9
TCGA-E2-A156-01A 61 years, female, white, stage:Stage I, alive, 726 days 2649.1
TCGA-E2-A1BD-01A 53 years, female, white, stage:Stage IIA, alive, 1133 days 2647.1
TCGA-A8-A06U-01A 80 years, female, stage:Stage IIB, dead, 883 days 2646.7
TCGA-AR-A0TT-01A 53 years, female, black or african american, stage:Stage IIIA, alive, 3316 days 2640.8
TCGA-A2-A0T6-01A 50 years, female, white, stage:Stage IIB, alive, 575 days 2639.6
TCGA-E9-A228-01A 58 years, female, white, stage:Stage IIB, alive, 1285 days 2634.0
TCGA-AN-A04D-01A 58 years, female, white, stage:Stage IIB, alive, 52 days 2633.1
TCGA-AC-A5XU-01A 74 years, female, black or african american, stage:Stage IIB, alive, 455 days 2631.2
TCGA-B6-A3ZX-01A 50 years, female, black or african american, stage:Stage IV, dead, 1152 days 2624.9
TCGA-E2-A1IN-01A 60 years, female, white, stage:Stage I, alive, 675 days 2624.8
TCGA-A2-A04N-01A 66 years, female, white, stage:Stage IA, alive, 4354 days 2624.0
TCGA-A7-A3IZ-01A 62 years, female, white, stage:Stage IIA, alive, 322 days 2622.1
TCGA-AC-A3YJ-01A 66 years, female, white, stage:Stage IIA, alive, 754 days 2619.0
TCGA-E9-A1N4-01A 41 years, female, white, stage:Stage IIIA, alive, 1000 days 2617.7
TCGA-BH-A0BW-01A 71 years, female, black or african american, stage:Stage I, alive, 2371 days 2612.4
TCGA-AN-A03X-01A 74 years, female, white, stage:Stage IIA, alive, 10 days 2604.3
TCGA-A1-A0SF-01A 54 years, female, white, stage:Stage IIA, alive, 1463 days 2600.0
TCGA-E2-A2P6-01A 77 years, female, stage:Stage IIB, alive, 1051 days 2596.8
TCGA-D8-A1JS-01A 77 years, female, white, stage:Stage IA, alive, 371 days 2584.2
TCGA-GM-A2DN-01A 58 years, female, white, stage:Stage IIA, alive, 3091 days 2584.0
TCGA-A8-A06X-01A 77 years, female, stage:Stage IIB, dead, 943 days 2581.4
TCGA-A8-A07P-01A 68 years, female, stage:Stage IIB, alive, 334 days 2577.4
TCGA-AR-A0TS-01A 46 years, female, white, stage:Stage IIB, alive, 2558 days 2575.2
TCGA-BH-A0HO-01A 48 years, female, white, stage:Stage IIA, alive, 76 days 2573.7
TCGA-A8-A07E-01A 81 years, female, stage:Stage X, alive, 608 days 2572.4
TCGA-AR-A5QP-01A 54 years, female, white, stage:Stage IIB, alive, 1185 days 2570.7
TCGA-AC-A2FM-01A 87 years, female, white, stage:Stage IIB, dead, 792 days 2570.5
TCGA-EW-A1PA-01A 59 years, female, white, stage:Stage IIB, alive, 575 days 2568.5
TCGA-D8-A1XU-01A 56 years, female, white, stage:Stage IA, alive, 395 days 2566.7
TCGA-BH-A0AY-01A 62 years, female, white, stage:Stage IIA, alive, 777 days 2563.5
TCGA-A2-A4S1-01A 66 years, female, white, stage:Stage IIA, alive, 820 days 2563.3
TCGA-A7-A4SA-01A 40 years, female, white, stage:Stage IIB, alive, 454 days 2560.8
TCGA-A2-A0CU-01A 73 years, female, white, stage:Stage IIA, dead, 158 days 2559.3
TCGA-E2-A1IF-01A 74 years, female, white, stage:Stage I, alive, 1138 days 2557.9
TCGA-BH-A0HK-01A 81 years, female, white, stage:Stage IIB, alive, 178 days 2557.2
TCGA-A7-A0D9-01A 37 years, female, white, stage:Stage IIA, alive, 1139 days 2554.7
TCGA-LL-A7SZ-01A 49 years, female, black or african american, stage:Stage IIB, alive, 594 days 2552.8
TCGA-E9-A227-01A 42 years, female, white, stage:Stage IIB, alive, 975 days 2552.1
TCGA-A2-A1FX-01A 61 years, female, white, stage:Stage IIIA, alive, 1847 days 2550.1
TCGA-A8-A084-01A 81 years, female, stage:Stage IIB, alive, 458 days 2549.7
TCGA-B6-A0RG-01A 26 years, female, white, stage:Stage IIB, alive, 2082 days 2547.0
TCGA-E2-A14Z-01A 64 years, female, white, stage:Stage I, dead, 563 days 2547.0
TCGA-A2-A25A-01A 44 years, female, white, stage:Stage IIA, alive, 3276 days 2545.6
TCGA-A2-A3XS-01A 62 years, female, black or african american, stage:Stage IIIA, dead, 1032 days 2539.4
TCGA-A2-A4RY-01A 46 years, female, white, stage:Stage IIIC, alive, 648 days 2538.2
TCGA-EW-A1J1-01A 38 years, female, white, stage:Stage IIB, alive, 575 days 2536.4
TCGA-A2-A3KD-01A 47 years, female, white, stage:Stage IIIA, alive, 1206 days 2535.5
TCGA-D8-A1XT-01A 61 years, female, white, stage:Stage IIA, alive, 506 days 2534.3
TCGA-Z7-A8R5-01A 61 years, female, white, stage:Stage IIIA, alive, 3287 days 2532.9
TCGA-E2-A15O-01A 89 years, female, black or african american, stage:Stage I, alive, 289 days 2530.6
TCGA-E9-A1R5-01A 63 years, female, white, stage:Stage IA, alive, 92 days 2527.8
TCGA-LL-A5YM-01A 88 years, female, black or african american, stage:Stage IIIB, alive, 394 days 2527.6
TCGA-AO-A03O-01A 69 years, female, black or african american, stage:Stage IIA, dead, 2483 days 2523.2
TCGA-A8-A09D-01A 47 years, female, stage:Stage IIB, alive, 1522 days 2520.4
TCGA-A7-A26H-01A 72 years, female, white, stage:Stage IIA, alive, 724 days 2516.8
TCGA-OL-A5DA-01A 61 years, female, white, stage:Stage IIA, alive, 1783 days 2516.5
TCGA-BH-A42U-01A 80 years, female, black or african american, stage:Stage IIA, alive, 3364 days 2514.3
TCGA-AC-A7VB-01A 51 years, female, black or african american, stage:Stage IIA, alive, 250 days 2511.8
TCGA-AC-A6NO-01A 43 years, female, black or african american, stage:Stage IIB, alive, 51 days 2510.6
TCGA-AC-A8OQ-01A 72 years, female, black or african american, stage:Stage IIB, alive, 34 days 2505.9
TCGA-B6-A0WW-01A 58 years, female, black or african american, stage:Stage X, dead, 558 days 2502.3
TCGA-EW-A1J5-01A 59 years, female, white, stage:Stage IIB, alive, 477 days 2501.8
TCGA-BH-A0DS-01A 71 years, female, white, stage:Stage IIIA, alive, 78 days 2499.7
TCGA-A7-A426-01A 50 years, female, white, stage:Stage IIIC, alive, 364 days 2487.0
TCGA-E2-A15L-01A 65 years, female, black or african american, stage:Stage IIA, alive, 626 days 2482.0
TCGA-AR-A24X-01A 52 years, female, white, stage:Stage IIA, alive, 3004 days 2475.1
TCGA-A2-A0EM-01A 73 years, female, white, stage:Stage IA, alive, 3094 days 2474.5
TCGA-BH-A0DI-01A 63 years, female, white, stage:Stage IIB, alive, 912 days 2472.8
TCGA-A8-A0AB-01A 54 years, female, stage:Stage IIA, alive, 518 days 2471.1
TCGA-AO-A12H-01A 69 years, female, black or african american, stage:Stage IIA, alive, 1234 days 2468.1
TCGA-A7-A26G-01A 50 years, female, black or african american, stage:Stage IIA, alive, 722 days 2467.1
TCGA-D8-A27T-01A 53 years, female, white, stage:Stage IIIC, alive, 398 days 2466.4
TCGA-D8-A73X-01A 53 years, female, white, stage:Stage IIA, alive, 767 days 2464.8
TCGA-BH-A0EB-01A 69 years, female, white, stage:Stage IA, alive, 745 days 2463.7
TCGA-BH-A0BV-01A 78 years, female, white, stage:Stage IIB, alive, 1519 days 2454.7
TCGA-E2-A1IJ-01A 57 years, female, white, stage:Stage I, alive, 865 days 2452.4
TCGA-W8-A86G-01A 66 years, female, white, stage:Stage IIA, alive, 347 days 2451.0
TCGA-AR-A1AJ-01A 83 years, female, white, stage:Stage I, alive, 2383 days 2450.2
TCGA-A7-A425-01A 70 years, female, white, stage:Stage IIIC, alive, 447 days 2446.7
TCGA-BH-A0DP-01A 60 years, female, white, stage:Stage IIB, alive, 476 days 2446.4
TCGA-BH-A201-01A 64 years, female, white, stage:Stage IA, alive, 856 days 2442.7
TCGA-A7-A4SB-01A 56 years, female, white, stage:Stage IIIA, alive, 418 days 2441.8
TCGA-AQ-A1H3-01A 49 years, female, white, stage:Stage IIIC, alive, 989 days 2440.3
TCGA-A2-A4S2-01A 62 years, female, white, stage:Stage IIIA, alive, 643 days 2438.5
TCGA-C8-A26Z-01A 59 years, female, asian, stage:Stage IIA, alive, 470 days 2438.4
TCGA-EW-A424-01A 51 years, female, white, stage:Stage IIIA, alive, 715 days 2434.4
TCGA-A8-A08L-01A 89 years, female, stage:Stage IIIA, dead, 30 days 2431.4
TCGA-AC-A3HN-01A 87 years, female, white, stage:Stage IIB, alive, 496 days 2428.0
TCGA-A7-A13H-01A 61 years, female, white, stage:Stage IIB, alive, 899 days 2425.0
TCGA-E2-A1B1-01A 45 years, female, white, stage:Stage IIB, alive, 2653 days 2424.3
TCGA-AO-A12C-01A 42 years, female, white, stage:Stage IIB, alive, 2372 days 2418.7
TCGA-A2-A0CQ-01A 62 years, female, black or african american, stage:Stage IA, alive, 2695 days 2418.4
TCGA-A8-A06O-01A 60 years, female, stage:Stage I, alive, 396 days 2417.9
TCGA-A2-A0CK-01A 60 years, female, white, stage:Stage IIIA, alive, 4159 days 2417.7
TCGA-D8-A1JI-01A 54 years, female, white, stage:Stage IIA, alive, 577 days 2416.8
TCGA-A2-A04R-01A 36 years, female, black or african american, stage:Stage IA, alive, 3709 days 2416.3
TCGA-AC-A3BB-01A 46 years, female, black or african american, stage:Stage IIIA, alive, 987 days 2412.8
TCGA-EW-A6SB-01A 62 years, female, black or african american, stage:Stage II, alive, 760 days 2405.9
TCGA-A8-A09E-01A 73 years, female, stage:Stage IIIB, alive, 1492 days 2403.2
TCGA-OL-A66J-01A 80 years, female, white, stage:Stage I, alive, 1996 days 2401.7
TCGA-EW-A1J2-01A 50 years, female, black or african american, stage:'--, alive, 403 days 2396.2
TCGA-E2-A109-01A 64 years, female, white, stage:Stage IIA, alive, 1417 days 2392.2
TCGA-A2-A0ST-01A 62 years, female, white, stage:Stage IIA, alive, 3017 days 2391.0
TCGA-GM-A2DC-01A 57 years, female, white, stage:Stage IIA, alive, 2535 days 2388.4
TCGA-OL-A66H-01A 74 years, female, black or african american, stage:Stage IB, alive, 812 days 2386.5
TCGA-LL-A441-01A 62 years, female, black or african american, stage:Stage IA, alive, 996 days 2386.2
TCGA-E2-A15J-01A 51 years, female, white, stage:Stage I, alive, 1640 days 2385.2
TCGA-B6-A0RM-01A 57 years, female, black or african american, stage:Stage X, dead, 2373 days 2382.9
TCGA-AC-A3YI-01A 74 years, female, white, stage:Stage IIIC, alive, 707 days 2380.8
TCGA-E2-A1B5-01A 46 years, female, white, stage:Stage IIA, alive, 984 days 2377.8
TCGA-HN-A2OB-01A 45 years, female, stage:Stage IIB, dead, 1900 days 2377.6
TCGA-BH-A0B8-01A 64 years, female, white, stage:Stage I, alive, 1569 days 2377.3
TCGA-BH-A0BF-01A 56 years, female, white, stage:Stage IIB, dead, 1324 days 2369.0
TCGA-AR-A24U-01A 47 years, female, white, stage:Stage IIA, alive, 3128 days 2361.0
TCGA-AR-A1AX-01A 64 years, female, white, stage:Stage I, alive, 2629 days 2359.9
TCGA-BH-A0E6-01A 69 years, female, white, stage:Stage IA, alive, 293 days 2359.3
TCGA-LL-A50Y-01A 84 years, female, white, stage:Stage IIA, alive, 762 days 2355.7
TCGA-A8-A0AD-01A 83 years, female, stage:Stage I, alive, 1157 days 2355.5
TCGA-D8-A27E-01A 66 years, female, white, stage:Stage IA, alive, 530 days 2352.7
TCGA-D8-A27P-01A 64 years, female, white, stage:Stage IA, alive, 49 days 2351.3
TCGA-AR-A255-01A 62 years, female, white, stage:Stage I, alive, 2161 days 2348.8
TCGA-A2-A3XV-01A 46 years, female, black or african american, stage:Stage IIA, alive, 996 days 2344.9
TCGA-A2-A0D3-01A 42 years, female, white, stage:Stage IA, alive, 1873 days 2343.3
TCGA-A7-A4SC-01A 62 years, female, white, stage:Stage IIB, alive, 446 days 2341.8
TCGA-BH-A0HA-01A 31 years, female, white, stage:Stage I, alive, 1611 days 2340.6
TCGA-GM-A3NW-01A 63 years, female, white, stage:Stage IIA, alive, 3361 days 2329.1
TCGA-LL-A442-01A 56 years, female, black or african american, stage:Stage IIA, alive, 889 days 2325.8
TCGA-BH-A1EW-01A 38 years, female, white, stage:Stage IIA, dead, 1694 days 2324.5
TCGA-LQ-A4E4-01A 73 years, female, white, stage:Stage IIIA, alive, 849 days 2324.3
TCGA-E9-A5FK-01A 60 years, female, white, stage:Stage IIIC, alive, 812 days 2323.9
TCGA-A8-A08A-01A 89 years, female, stage:Stage I, alive, 30 days 2317.2
TCGA-B6-A409-01A 44 years, female, black or african american, stage:Stage IIIA, dead, 573 days 2314.8
TCGA-AC-A2FE-01A 62 years, female, white, stage:Stage IIIC, dead, 2636 days 2314.2
TCGA-A2-A0YC-01A 59 years, female, white, stage:Stage IIB, alive, 990 days 2314.1
TCGA-AR-A24S-01A 61 years, female, white, stage:Stage I, alive, 2976 days 2307.0
TCGA-C8-A278-01A 61 years, female, asian, stage:Stage IIIA, alive, 297 days 2304.7
TCGA-BH-A28Q-01A 46 years, female, white, stage:Stage IIB, alive, 1119 days 2304.1
TCGA-E9-A1RI-01A 43 years, female, white, stage:Stage IIIA, alive, 1449 days 2303.8
TCGA-3C-AAAU-01A 55 years, female, white, stage:Stage X, alive, 4047 days 2301.9
TCGA-A2-A0EP-01A 56 years, female, white, stage:Stage I, alive, 3603 days 2298.3
TCGA-BH-A0B1-01A 66 years, female, white, stage:Stage IIB, alive, 1148 days 2293.3
TCGA-LD-A74U-01A 79 years, female, white, stage:Stage IIIC, alive, 402 days 2291.0
TCGA-AO-A03L-01A 34 years, female, asian, stage:Stage IIIA, alive, 2442 days 2289.9
TCGA-AC-A2BM-01A 41 years, female, black or african american, stage:Stage IIB, alive, 3022 days 2288.7
TCGA-A2-A0CT-01A 71 years, female, white, stage:Stage IIA, alive, 2289 days 2280.9
TCGA-D8-A27I-01A 58 years, female, white, stage:Stage IIIA, alive, 439 days 2277.7
TCGA-C8-A3M8-01A 68 years, female, asian, stage:Stage IA, alive, 394 days 2277.3
TCGA-AR-A2LL-01A 70 years, female, white, stage:Stage IIB, alive, 2012 days 2277.3
TCGA-BH-A204-01A 80 years, female, white, stage:Stage IIB, dead, 2534 days 2274.6
TCGA-B6-A0X5-01A 61 years, female, black or african american, stage:Stage IIB, dead, 2097 days 2273.7
TCGA-S3-AA11-01A 67 years, female, black or african american, stage:Stage IIA, alive, 421 days 2272.6
TCGA-BH-A0HY-01A 60 years, female, white, stage:Stage I, alive, 1545 days 2270.1
TCGA-OL-A5RY-01A 52 years, female, black or african american, stage:Stage IIA, alive, 752 days 2267.1
TCGA-A2-A0EU-01A 79 years, female, white, stage:Stage IA, alive, 1043 days 2263.1
TCGA-EW-A1PF-01A 50 years, female, white, stage:Stage IA, alive, 439 days 2262.0
TCGA-E2-A570-01A 47 years, female, black or african american, stage:Stage IB, alive, 931 days 2251.8
TCGA-BH-A0C3-01A 47 years, female, white, stage:Stage I, alive, 2709 days 2249.5
TCGA-AR-A1AR-01A 50 years, female, white, stage:Stage IIIA, dead, 524 days 2246.5
TCGA-D8-A1X7-01A 40 years, female, white, stage:Stage IIA, alive, 509 days 2237.2
TCGA-A2-A0CR-01A 54 years, female, asian, stage:Stage IIB, alive, 3283 days 2233.4
TCGA-B6-A0RI-01A 44 years, female, white, stage:Stage IIIB, alive, 7126 days 2230.8
TCGA-AR-A5QM-01A 62 years, female, white, stage:Stage IIA, alive, 2231 days 2227.4
TCGA-A8-A08R-01A 52 years, female, stage:Stage IIB, alive, 30 days 2226.7
TCGA-OL-A6VR-01A 48 years, female, black or african american, stage:Stage IA, alive, 1220 days 2226.7
TCGA-BH-A0E7-01A 79 years, female, white, stage:Stage IIB, alive, 1363 days 2222.8
TCGA-A8-A06Y-01A 66 years, female, stage:Stage IIA, alive, 791 days 2221.1
TCGA-BH-A0HI-01A 78 years, female, white, stage:Stage IA, alive, 620 days 2219.0
TCGA-A2-A0T7-01A 51 years, female, white, stage:Stage IIA, alive, 631 days 2216.3
TCGA-D8-A1X5-01A 81 years, female, white, stage:Stage IIIC, alive, 565 days 2207.0
TCGA-B6-A0WS-01A 58 years, female, black or african american, stage:Stage X, dead, 2965 days 2202.6
TCGA-A2-A3KC-01A 55 years, female, black or african american, stage:Stage IIB, alive, 1102 days 2200.4
TCGA-AC-A3W7-01A 66 years, female, white, stage:Stage IIB, alive, 471 days 2197.2
TCGA-A1-A0SQ-01A 45 years, female, white, stage:Stage IIB, alive, 554 days 2194.4
TCGA-BH-A0DV-01A 54 years, female, white, stage:Stage IIIA, alive, 2064 days 2189.4
TCGA-C8-A27A-01A 48 years, female, asian, stage:Stage IIB, alive, 747 days 2182.1
TCGA-A1-A0SH-01A 39 years, female, white, stage:Stage IIA, alive, 1437 days 2181.3
TCGA-D8-A27V-01A 62 years, female, white, stage:Stage IIA, alive, 381 days 2179.7
TCGA-BH-A0B4-01A 65 years, male, white, stage:Stage IIIA, alive, 1191 days 2172.8
TCGA-S3-AA14-01A 47 years, female, black or african american, stage:Stage I, alive, 529 days 2163.2
TCGA-D8-A1XF-01A 45 years, female, white, stage:Stage IIA, alive, 463 days 2161.7
TCGA-A2-A0SX-01A 48 years, female, white, stage:Stage IA, alive, 1534 days 2160.5
TCGA-E2-A1IE-01A 61 years, female, white, stage:Stage IIB, alive, 2362 days 2158.3
TCGA-AR-A1AM-01A 52 years, female, white, stage:Stage IIIA, alive, 2991 days 2152.8
TCGA-E9-A1R0-01A 58 years, female, white, stage:Stage IIA, alive, 860 days 2146.1
TCGA-D8-A27N-01A 36 years, female, white, stage:Stage IIIA, alive, 519 days 2145.4
TCGA-D8-A27K-01A 47 years, female, white, stage:Stage IIB, alive, 1461 days 2144.0
TCGA-A7-A0CH-01A 79 years, female, white, stage:Stage IIA, alive, 1079 days 2140.2
TCGA-C8-A1HI-01A 40 years, female, asian, stage:Stage IIIA, alive, 343 days 2137.8
TCGA-A2-A4RW-01A 49 years, female, white, stage:Stage IIIC, alive, 222 days 2131.7
TCGA-AR-A2LH-01A 55 years, female, white, stage:Stage III, dead, 616 days 2129.9
TCGA-B6-A0WT-01A 61 years, female, white, stage:Stage IIB, alive, 5739 days 2119.8
TCGA-E9-A1NH-01A 71 years, female, white, stage:Stage IIB, alive, 576 days 2118.8
TCGA-A2-A0ES-01A 52 years, female, white, stage:Stage IIA, alive, 2190 days 2105.1
TCGA-AN-A0FZ-01A 45 years, female, white, stage:Stage IIIA, alive, 10 days 2104.9
TCGA-AR-A0TX-01A 64 years, female, stage:Stage IIA, alive, 1972 days 2103.5
TCGA-AR-A250-01A 58 years, female, white, stage:Stage IIA, alive, 2707 days 2102.0
TCGA-BH-A1FE-01A 31 years, female, white, stage:Stage IIB, dead, 2273 days 2098.0
TCGA-D8-A1XC-01A 85 years, female, white, stage:Stage IIIB, dead, 377 days 2096.2
TCGA-LL-A73Z-01A 55 years, female, black or african american, stage:Stage IV, dead, 227 days 2095.5
TCGA-E9-A1R3-01A 70 years, female, white, stage:Stage IIIC, alive, 78 days 2094.6
TCGA-A2-A0T1-01A 55 years, female, american indian or alaska native, stage:Stage IIIC, alive, 521 days 2094.4
TCGA-BH-A0AZ-01A 47 years, female, white, stage:Stage IIIA, alive, 1919 days 2094.2
TCGA-EW-A1P1-01A 68 years, female, white, stage:Stage IIIC, alive, 1210 days 2090.8
TCGA-C8-A274-01A 63 years, female, asian, stage:Stage IIA, alive, 508 days 2078.7
TCGA-B6-A2IU-01A 62 years, female, white, stage:Stage IIA, alive, 5176 days 2078.2
TCGA-S3-AA12-01A 82 years, female, black or african american, stage:Stage IIIA, alive, 574 days 2072.4
TCGA-GM-A2DO-01A 54 years, female, black or african american, stage:Stage I, alive, 2596 days 2071.7
TCGA-BH-A1FB-01A 60 years, female, white, stage:Stage IIB, dead, 3669 days 2068.5
TCGA-AO-A0JG-01A 49 years, female, white, stage:Stage IIIA, alive, 798 days 2066.1
TCGA-GM-A2DF-01A 53 years, female, black or african american, stage:Stage IIA, alive, 2155 days 2065.3
TCGA-E2-A1LA-01A 59 years, female, stage:Stage IIA, alive, 748 days 2055.7
TCGA-B6-A0RQ-01A 68 years, female, white, stage:Stage IIB, dead, 4267 days 2055.6
TCGA-E9-A5UP-01A 63 years, female, white, stage:Stage IIA, alive, 803 days 2050.3
TCGA-AO-A03P-01A 54 years, female, black or african american, stage:Stage IIB, dead, 2911 days 2050.0
TCGA-B6-A1KI-01A 63 years, female, white, stage:Stage I, alive, 2236 days 2049.8
TCGA-AR-A2LN-01A 65 years, female, white, stage:Stage IIA, alive, 1161 days 2049.6
TCGA-A8-A09K-01A 68 years, female, stage:Stage IIA, alive, 912 days 2047.6
TCGA-GM-A4E0-01A 67 years, female, white, stage:Stage IIIC, alive, 2191 days 2037.9
TCGA-AN-A0FF-01A 32 years, female, white, stage:Stage IA, alive, 172 days 2035.5
TCGA-OL-A5RV-01A 43 years, female, black or african american, stage:Stage IIIC, alive, 1062 days 2034.3
TCGA-A7-A3J1-01A 63 years, female, white, stage:Stage IA, alive, 343 days 2033.7
TCGA-AO-A0JF-01A 68 years, female, white, stage:Stage IIA, alive, 1980 days 2033.4
TCGA-A8-A093-01A 61 years, female, stage:Stage IIA, alive, 546 days 2032.9
TCGA-BH-A0HB-01A 55 years, female, white, stage:Stage IA, alive, 806 days 2027.3
TCGA-AR-A24T-01A 46 years, female, white, stage:Stage IIIC, alive, 3202 days 2026.2
TCGA-D8-A1XV-01A 84 years, female, white, stage:Stage IIA, alive, 461 days 2025.9
TCGA-AR-A24Z-01A 57 years, female, white, stage:Stage IIA, alive, 3001 days 2019.9
TCGA-BH-A0BJ-01A 41 years, female, white, stage:Stage IIB, alive, 660 days 2019.6
TCGA-BH-A1FR-01A 73 years, female, white, stage:Stage IIIB, dead, 1642 days 2011.7
TCGA-AC-A2FF-01A 40 years, female, asian, stage:Stage IIB, alive, 2759 days 2009.6
TCGA-D8-A1X6-01A 80 years, female, white, stage:Stage IIIA, alive, 541 days 2008.9
TCGA-D8-A27L-01A 49 years, female, white, stage:Stage IIIA, alive, 499 days 2005.7
TCGA-D8-A1JU-01A 51 years, female, white, stage:Stage IA, alive, 447 days 2004.4
TCGA-BH-A0EA-01A 72 years, female, white, stage:Stage IIA, dead, 991 days 2002.4
TCGA-BH-A1FC-01A 78 years, female, black or african american, stage:Stage IIA, dead, 3472 days 2002.4
TCGA-EW-A1J6-01A 70 years, female, white, stage:Stage I, alive, 875 days 2000.1
TCGA-E2-A1LI-01A 57 years, female, white, stage:Stage IIB, alive, 3121 days 1997.7
TCGA-AR-A2LO-01A 46 years, female, white, stage:Stage IIB, alive, 1198 days 1995.0
TCGA-A2-A1FZ-01A 63 years, female, white, stage:Stage IIA, alive, 683 days 1993.9
TCGA-E2-A15G-01A 76 years, female, white, stage:Stage IIA, alive, 554 days 1992.8
TCGA-OL-A5RX-01A 51 years, female, black or african american, stage:Stage IA, alive, 878 days 1988.1
TCGA-E2-A1LB-01A 41 years, female, black or african american, stage:Stage IIB, alive, 2306 days 1982.5
TCGA-E2-A106-01A 34 years, female, asian, stage:Stage IB, alive, 2541 days 1980.7
TCGA-AC-A6IX-01A 49 years, female, white, stage:Stage IIIC, alive, 373 days 1977.1
TCGA-D8-A1JE-01A 62 years, female, white, stage:Stage IIA, alive, 575 days 1975.6
TCGA-AN-A0XV-01A 67 years, female, white, stage:Stage IIIA, alive, 162 days 1974.5
TCGA-D8-A1XQ-01A 69 years, female, white, stage:Stage IIA, alive, 499 days 1973.7
TCGA-A2-A0T3-01A 37 years, female, white, stage:Stage IB, alive, 1516 days 1965.0
TCGA-EW-A1PE-01A 56 years, female, white, stage:Stage IIA, alive, 320 days 1962.5
TCGA-A7-A5ZW-01A 47 years, female, black or african american, stage:Stage IIA, alive, 326 days 1961.1
TCGA-LD-A7W6-01A 54 years, female, white, stage:Stage IIB, alive, 404 days 1959.9
TCGA-BH-A6R8-01A 46 years, female, black or african american, stage:Stage IIA, alive, 293 days 1958.4
TCGA-D8-A1X9-01A 66 years, female, white, stage:Stage IIB, alive, 727 days 1956.3
TCGA-A1-A0SI-01A 52 years, female, white, stage:Stage IIB, alive, 635 days 1955.5
TCGA-AO-A0JI-01A 56 years, female, white, stage:Stage IIA, alive, 1528 days 1950.4
TCGA-AO-A1KO-01A 46 years, female, white, stage:Stage IIB, alive, 622 days 1948.8
TCGA-E2-A15D-01A 47 years, female, white, stage:Stage IIA, alive, 526 days 1946.8
TCGA-E9-A1QZ-01A 61 years, female, white, stage:Stage IIA, alive, 755 days 1946.4
TCGA-E9-A1RE-01A 74 years, female, white, stage:Stage IIIA, alive, 1419 days 1943.9
TCGA-LL-A5YO-01A 50 years, female, black or african american, stage:Stage IA, alive, 440 days 1941.9
TCGA-AO-A0J5-01A 48 years, female, white, stage:Stage IV, dead, 792 days 1941.4
TCGA-AO-A0JJ-01A 54 years, female, white, stage:Stage IIB, alive, 1887 days 1937.1
TCGA-A7-A5ZX-01A 48 years, female, white, stage:Stage IIIC, alive, 336 days 1932.9
TCGA-A2-A0EW-01A 53 years, female, white, stage:Stage IIIC, dead, 1884 days 1932.2
TCGA-A2-A0EV-01A 80 years, female, white, stage:Stage IA, alive, 968 days 1927.8
TCGA-D8-A73W-01A 79 years, female, white, stage:Stage IIIA, dead, 385 days 1924.2
TCGA-AC-A62Y-01A 79 years, female, white, stage:Stage IIB, alive, 530 days 1920.7
TCGA-AR-A24N-01A 54 years, female, white, stage:Stage I, alive, 3035 days 1915.4
TCGA-AO-A0JB-01A 50 years, female, white, stage:Stage IIIA, alive, 1542 days 1914.6
TCGA-E2-A1IH-01A 80 years, female, white, stage:Stage I, alive, 1026 days 1913.1
TCGA-BH-A0H6-01A 82 years, female, white, stage:Stage I, alive, 747 days 1911.8
TCGA-AC-A2FO-01A 65 years, female, white, stage:Stage IIB, alive, 2255 days 1911.5
TCGA-A8-A09B-01A 58 years, female, stage:Stage IIIB, alive, 365 days 1909.3
TCGA-GM-A2DA-01A 46 years, female, white, stage:Stage IIB, dead, 6593 days 1908.0
TCGA-AC-A8OP-01A 72 years, female, black or african american, stage:Stage IA, alive, 614 days 1906.4
TCGA-B6-A408-01A 55 years, female, black or african american, stage:Stage IIIC, alive, 2072 days 1905.6
TCGA-OL-A5D6-01A 71 years, female, black or african american, stage:Stage IIA, dead, 1104 days 1904.6
TCGA-AN-A0FN-01A 61 years, female, white, stage:Stage IA, alive, 218 days 1900.8
TCGA-AC-A23C-01A 62 years, female, white, stage:Stage IIB, alive, 585 days 1899.6
TCGA-E9-A24A-01A 69 years, female, white, stage:Stage IIA, alive, 747 days 1893.9
TCGA-AN-A041-01A 29 years, female, white, stage:Stage IIB, alive, 7 days 1893.7
TCGA-D8-A1JH-01A 56 years, female, white, stage:Stage IA, alive, 426 days 1891.8
TCGA-AR-A24L-01A 26 years, female, white, stage:Stage IIB, dead, 2866 days 1887.2
TCGA-E9-A1R7-01A 64 years, female, white, stage:Stage IIA, alive, 1467 days 1880.2
TCGA-BH-A1F2-01A 53 years, female, white, stage:Stage IIIB, dead, 959 days 1867.4
TCGA-BH-A18N-01A 88 years, female, white, stage:Stage IIA, dead, 468 days 1867.4
TCGA-BH-A0H0-01A 69 years, female, white, stage:Stage IA, alive, 461 days 1865.2
TCGA-WT-AB44-01A 77 years, female, white, stage:Stage IA, alive, 883 days 1863.1
TCGA-A2-A0CL-01A 37 years, female, black or african american, stage:Stage IIIA, alive, 3015 days 1862.5
TCGA-D8-A3Z5-01A 54 years, female, white, stage:Stage IIIC, alive, 1015 days 1862.3
TCGA-E2-A1B4-01A 74 years, female, white, stage:Stage IIIA, dead, 1004 days 1860.5
TCGA-AO-A12G-01A 75 years, female, white, stage:Stage IIA, alive, 1639 days 1860.2
TCGA-PE-A5DE-01A 41 years, female, white, stage:Stage IIA, alive, 2645 days 1858.6
TCGA-BH-A8G0-01A 54 years, female, white, stage:Stage IIB, alive, 662 days 1852.2
TCGA-E2-A15M-01A 66 years, female, white, stage:Stage IIA, dead, 336 days 1842.3
TCGA-BH-A0H3-01A 46 years, female, white, stage:Stage I, alive, 1928 days 1841.5
TCGA-E9-A229-01A 37 years, female, white, stage:Stage IA, alive, 1148 days 1840.9
TCGA-GM-A5PV-01A 63 years, female, white, stage:Stage IIB, alive, 412 days 1833.1
TCGA-AO-A0JC-01A 64 years, female, white, stage:Stage IIA, alive, 1547 days 1830.3
TCGA-B6-A0IM-01A 75 years, female, black or african american, stage:Stage IIB, dead, 3873 days 1830.0
TCGA-E2-A1IO-01A 37 years, female, white, stage:Stage I, alive, 1855 days 1829.3
TCGA-BH-A1F0-01A 80 years, female, white, stage:Stage IIA, dead, 785 days 1825.7
TCGA-AQ-A54O-01A 51 years, male, black or african american, stage:Stage IIA, alive, 1001 days 1823.2
TCGA-AC-A3QP-01A 79 years, female, white, stage:Stage IIB, alive, 675 days 1820.9
TCGA-AO-A03T-01A 42 years, female, white, stage:Stage IIB, alive, 2124 days 1816.1
TCGA-EW-A1IY-01A 38 years, female, asian, stage:Stage I, alive, 258 days 1814.6
TCGA-XX-A89A-01A 68 years, female, white, stage:Stage IIB, alive, 488 days 1814.2
TCGA-A8-A07J-01A 35 years, female, stage:Stage IIB, alive, 365 days 1812.2
TCGA-BH-A0DQ-01A 42 years, female, white, stage:Stage IIB, alive, 98 days 1805.0
TCGA-AC-A3TN-01A 75 years, female, white, stage:Stage IIB, alive, 456 days 1803.2
TCGA-A8-A08C-01A 65 years, female, stage:Stage IIA, alive, 881 days 1802.6
TCGA-A2-A25B-01A 39 years, female, black or african american, stage:Stage IIB, alive, 1291 days 1800.8
TCGA-E2-A10A-01A 41 years, female, white, stage:Stage IIB, alive, 1229 days 1800.4
TCGA-BH-A0DE-01A 62 years, female, white, stage:Stage IIA, alive, 2372 days 1798.4
TCGA-LL-A440-01A 61 years, female, white, stage:Stage IA, alive, 759 days 1798.1
TCGA-GI-A2C8-01A 63 years, female, white, stage:Stage IIIB, alive, 225 days 1796.2
TCGA-AR-A1AN-01A 46 years, female, white, stage:Stage IIA, alive, 2920 days 1786.3
TCGA-LL-A740-01A 61 years, female, black or african american, stage:Stage IA, alive, 441 days 1785.3
TCGA-A8-A0A2-01A 66 years, female, stage:Stage IIA, alive, 579 days 1781.7
TCGA-B6-A0IP-01A 74 years, female, white, stage:Stage IA, dead, 3926 days 1778.5
TCGA-BH-A0DG-01A 30 years, female, black or african american, stage:Stage IIA, alive, 2041 days 1776.6
TCGA-BH-A0H5-01A 45 years, female, white, stage:Stage I, alive, 1620 days 1776.4
TCGA-A7-A0CG-01A 78 years, female, white, stage:Stage IIA, alive, 1043 days 1763.3
TCGA-AR-A24W-01A 55 years, female, white, stage:Stage IIB, alive, 1550 days 1758.6
TCGA-E9-A248-01A 51 years, female, white, stage:Stage IIA, alive, 59 days 1752.2
TCGA-BH-A0B6-01A 47 years, female, white, stage:Stage I, alive, 2483 days 1749.5
TCGA-BH-A1FG-01A 88 years, female, white, stage:Stage I, dead, 577 days 1745.7
TCGA-A2-A0D4-01A 37 years, female, black or african american, stage:Stage IIB, alive, 767 days 1744.8
TCGA-A8-A0A7-01A 57 years, female, stage:Stage IIB, alive, 30 days 1744.8
TCGA-A7-A0CD-01A 66 years, female, white, stage:Stage I, alive, 1165 days 1743.6
TCGA-EW-A6SC-01A 60 years, female, black or african american, stage:Stage IIA, alive, 952 days 1742.6
TCGA-AQ-A7U7-01A 55 years, female, white, stage:Stage IIIA, dead, 584 days 1742.1
TCGA-B6-A0IE-01A 38 years, female, black or african american, stage:Stage IIIA, dead, 1993 days 1738.9
TCGA-D8-A1XR-01A 56 years, female, white, stage:Stage IIB, alive, 482 days 1736.7
TCGA-AC-A5XS-01A 74 years, female, white, stage:Stage IIA, alive, 588 days 1735.4
TCGA-BH-A0HN-01A 67 years, female, white, stage:Stage IA, alive, 516 days 1735.3
TCGA-A2-A259-01A 70 years, female, black or african american, stage:Stage I, alive, 1596 days 1729.8
TCGA-AR-A1AV-01A 68 years, male, white, stage:Stage IIB, alive, 1864 days 1726.5
TCGA-PL-A8LZ-01A 29 years, female, black or african american, stage:Stage IIIB, alive, 302 days 1725.4
TCGA-E2-A1BC-01A 63 years, female, stage:Stage IA, alive, 501 days 1724.5
TCGA-B6-A0WX-01A 40 years, female, black or african american, stage:Stage IIIA, dead, 639 days 1721.1
TCGA-A2-A1G0-01A 49 years, female, white, stage:Stage IIB, alive, 616 days 1721.0
TCGA-A2-A0YK-01A 61 years, female, white, stage:Stage IIA, alive, 588 days 1718.9
TCGA-C8-A1HE-01A 59 years, female, asian, stage:Stage IIA, alive, 375 days 1714.8
TCGA-EW-A6SD-01A 32 years, female, black or african american, stage:Stage IIB, alive, 1010 days 1714.5
TCGA-AO-A12B-01A 63 years, female, white, stage:Stage IIA, alive, 2989 days 1708.4
TCGA-BH-A0BM-01A 54 years, female, white, stage:Stage IIB, alive, 1876 days 1707.9
TCGA-AR-A1AL-01A 60 years, female, white, stage:Stage IIIA, alive, 2971 days 1703.3
TCGA-BH-A18S-01A 79 years, female, white, stage:Stage I, dead, 2009 days 1701.9
TCGA-BH-A1EX-01A 67 years, female, white, stage:Stage IIB, dead, 1508 days 1689.4
TCGA-A8-A085-01A 44 years, male, stage:Stage IIB, alive, 1124 days 1688.4
TCGA-E2-A108-01A 64 years, female, white, stage:Stage IIIA, alive, 837 days 1685.1
TCGA-E2-A1IU-01A 60 years, female, white, stage:Stage IA, alive, 337 days 1676.2
TCGA-A8-A099-01A 76 years, female, stage:Stage X, alive, 304 days 1666.3
TCGA-GM-A5PX-01A 65 years, female, white, stage:Stage IIB, alive, 551 days 1664.5
TCGA-AO-A0JA-01A 36 years, female, black or african american, stage:Stage IIIC, alive, 655 days 1663.3
TCGA-C8-A8HR-01A 49 years, female, asian, stage:Stage IIIA, alive, 408 days 1659.4
TCGA-D8-A1X8-01A 62 years, female, white, stage:Stage IIIA, alive, 783 days 1654.6
TCGA-A2-A0EY-01A 62 years, female, white, stage:Stage IIB, alive, 1925 days 1651.1
TCGA-AR-A24O-01A 43 years, female, white, stage:Stage IIIA, alive, 3607 days 1648.8
TCGA-AN-A0FS-01A 55 years, female, white, stage:Stage IA, alive, 210 days 1648.6
TCGA-BH-A208-01A 48 years, female, white, stage:Stage IIB, dead, 1759 days 1645.6
TCGA-GM-A2DK-01A 58 years, female, white, stage:Stage I, alive, 2645 days 1645.1
TCGA-BH-A28O-01A 50 years, female, white, stage:Stage IIIC, alive, 1120 days 1623.5
TCGA-E2-A14U-01A 74 years, female, white, stage:Stage I, alive, 1318 days 1619.9
TCGA-A8-A097-01A 65 years, female, stage:Stage IIB, alive, 365 days 1619.7
TCGA-E2-A3DX-01A 43 years, female, white, stage:Stage IIIC, alive, 1325 days 1616.9
TCGA-BH-A1FH-01A 47 years, female, white, stage:Stage IV, dead, 1034 days 1609.1
TCGA-E2-A155-01A 58 years, female, white, stage:Stage IIB, alive, 640 days 1608.0
TCGA-EW-A1IZ-01A 53 years, female, white, stage:Stage IIIA, alive, 554 days 1589.2
TCGA-AR-A252-01A 50 years, female, white, stage:Stage I, alive, 2838 days 1588.6
TCGA-E2-A14Q-01A 50 years, female, white, stage:Stage IIB, alive, 1163 days 1588.0
TCGA-D8-A4Z1-01A 68 years, female, white, stage:Stage IA, alive, 659 days 1584.1
TCGA-A7-A26E-01A 71 years, female, white, stage:Stage IIIA, alive, 954 days 1582.2
TCGA-C8-A12V-01A 55 years, female, asian, stage:Stage IIA, alive, 385 days 1578.3
TCGA-E9-A1RD-01A 67 years, female, white, stage:Stage IIA, alive, 34 days 1565.7
TCGA-AC-A2FK-01A 45 years, female, white, stage:Stage IIIC, alive, 2650 days 1559.7
TCGA-AN-A0XT-01A 54 years, female, white, stage:Stage IIIA, alive, 10 days 1550.4
TCGA-S3-AA15-01A 51 years, female, black or african american, stage:Stage IIB, alive, 525 days 1548.6
TCGA-A2-A0CV-01A 41 years, female, asian, stage:Stage IIB, alive, 3011 days 1547.5
TCGA-A2-A25C-01A 50 years, female, white, stage:Stage IIB, alive, 523 days 1544.1
TCGA-D8-A145-01A 80 years, female, white, stage:Stage IIA, alive, 410 days 1541.3
TCGA-EW-A1PD-01A 61 years, male, white, stage:Stage IIA, alive, 424 days 1538.3
TCGA-AR-A5QN-01A 68 years, female, white, stage:Stage IIIC, alive, 1013 days 1537.8
TCGA-A2-A0CO-01A 85 years, female, white, stage:Stage IIB, dead, 1468 days 1531.0
TCGA-BH-A42V-01A 41 years, female, black or african american, stage:Stage IB, alive, 635 days 1529.0
TCGA-BH-A1EU-01A 83 years, female, white, stage:Stage I, dead, 1286 days 1526.2
TCGA-A8-A09Q-01A 83 years, female, stage:Stage IIIB, alive, 761 days 1525.1
TCGA-D8-A1JB-01A 54 years, female, white, stage:Stage IIB, alive, 1688 days 1525.0
TCGA-BH-A0BA-01A 51 years, female, white, stage:Stage IIIC, alive, 1132 days 1524.7
TCGA-A8-A06T-01A 75 years, female, stage:Stage IIIA, alive, 1614 days 1523.5
TCGA-AR-A0TZ-01A 43 years, female, white, stage:'--, dead, 3262 days 1521.6
TCGA-A2-A1G6-01A 50 years, female, white, stage:Stage IIIA, alive, 501 days 1517.4
TCGA-EW-A3U0-01A 61 years, female, black or african american, stage:Stage IIIA, alive, 532 days 1507.6
TCGA-C8-A134-01A 52 years, female, asian, stage:Stage IIA, alive, 383 days 1506.2
TCGA-A2-A0YI-01A 62 years, female, white, stage:Stage I, alive, 1505 days 1504.8
TCGA-E9-A2JT-01A 63 years, female, white, stage:Stage IIA, alive, 288 days 1499.4
TCGA-B6-A0RV-01A 42 years, female, white, stage:Stage IIIA, alive, 5156 days 1498.6
TCGA-AR-A2LQ-01A 59 years, female, white, stage:Stage IIB, alive, 1233 days 1496.4
TCGA-BH-A0BO-01A 54 years, female, white, stage:Stage I, alive, 2197 days 1495.8
TCGA-B6-A1KN-01A 57 years, female, white, stage:Stage IIIB, alive, 4233 days 1492.8
TCGA-AN-A0XL-01A 61 years, female, white, stage:Stage IIA, alive, 163 days 1485.8
TCGA-AC-A2QI-01A 76 years, female, white, stage:Stage IIIA, alive, 588 days 1476.0
TCGA-AR-A24M-01A 38 years, female, white, stage:Stage IIIA, alive, 3660 days 1475.2
TCGA-BH-A0DK-01A 49 years, female, white, stage:Stage IIA, alive, 423 days 1465.0
TCGA-D8-A73U-01A 88 years, female, white, stage:Stage IIA, alive, 492 days 1451.2
TCGA-AC-A6IV-01A 47 years, female, white, stage:Stage IIB, alive, 568 days 1446.7
TCGA-AR-A1AW-01A 65 years, female, white, stage:Stage IIA, alive, 2632 days 1444.9
TCGA-5L-AAT0-01A 42 years, female, white, stage:Stage IIA, alive, 1477 days 1443.3
TCGA-AC-A8OS-01A 71 years, female, white, stage:Stage IIA, alive, 70 days 1442.7
TCGA-E2-A14X-01A 55 years, female, black or african american, stage:Stage IIIA, alive, 972 days 1442.3
TCGA-B6-A0RT-01A 39 years, female, white, stage:Stage IIIA, alive, 2721 days 1441.7
TCGA-D8-A140-01A 62 years, female, white, stage:Stage IIB, alive, 403 days 1441.1
TCGA-E2-A1IL-01A 78 years, female, white, stage:Stage IIA, alive, 118 days 1432.2
TCGA-AR-A251-01A 51 years, female, white, stage:Stage IIIA, alive, 3030 days 1416.8
TCGA-OL-A66K-01A 72 years, female, white, stage:Stage IIA, dead, 1275 days 1406.2
TCGA-A7-A2KD-01A 53 years, female, black or african american, stage:Stage IIIA, alive, 679 days 1404.2
TCGA-OL-A66P-01A 75 years, female, black or african american, stage:Stage IIA, alive, 428 days 1401.8
TCGA-AN-A0XP-01A 69 years, female, white, stage:Stage IIIA, alive, 9 days 1369.8
TCGA-AN-A0XS-01A 63 years, female, white, stage:Stage IIIA, alive, 10 days 1367.5
TCGA-D8-A1XY-01A 74 years, female, white, stage:Stage IIA, alive, 503 days 1357.0
TCGA-BH-A0B7-01A 42 years, female, white, stage:Stage IIB, alive, 2559 days 1353.6
TCGA-C8-A3M7-01A 60 years, female, asian, stage:Stage IIIB, dead, 1034 days 1333.5
TCGA-B6-A0IH-01A 81 years, female, white, stage:Stage IIIA, dead, 2965 days 1333.1
TCGA-AC-A2FG-01A 79 years, female, white, stage:Stage IIB, alive, 1853 days 1330.5
TCGA-A2-A0SW-01A 82 years, female, white, stage:Stage IV, dead, 1365 days 1306.0
TCGA-BH-A0BP-01A 76 years, female, white, stage:Stage I, dead, 2296 days 1298.1
TCGA-AO-A12D-01A 43 years, female, white, stage:Stage IIA, alive, 2515 days 1296.4
TCGA-E9-A5UO-01A 41 years, female, white, stage:Stage IIA, alive, 785 days 1294.1
TCGA-A2-A1FV-01A 74 years, female, white, stage:Stage IIB, alive, 714 days 1287.5
TCGA-BH-A0DH-01A 63 years, female, white, stage:Stage IIB, alive, 1156 days 1278.7
TCGA-D8-A1JN-01A 80 years, female, white, stage:Stage IIIC, alive, 620 days 1230.9
TCGA-B6-A0RP-01A 73 years, female, white, stage:'--, dead, 3126 days 1213.4
TCGA-E9-A1R4-01A 66 years, female, white, stage:Stage IA, alive, 186 days 1202.1
TCGA-BH-A1ET-01A 55 years, female, white, stage:Stage I, dead, 2520 days 1185.9
TCGA-A2-A0YF-01A 67 years, female, black or african american, stage:Stage I, alive, 1535 days 1175.3
TCGA-BH-A18H-01A 63 years, female, white, stage:Stage IA, alive, 652 days 1167.4
TCGA-A8-A08X-01A 43 years, female, stage:Stage IIIC, alive, 1308 days 1151.5
TCGA-AR-A0TR-01A 68 years, female, white, stage:Stage IIB, dead, 160 days 1136.4
TCGA-A8-A09V-01A 51 years, female, stage:Stage IIA, alive, 457 days 1134.8
TCGA-A8-A091-01A 61 years, female, stage:Stage IIA, alive, 1004 days 1129.3
TCGA-AR-A2LM-01A 49 years, female, white, stage:Stage II, alive, 1935 days 1116.5
TCGA-E2-A15I-01A 44 years, female, white, stage:Stage IIA, alive, 1692 days 1097.5
TCGA-E2-A1LS-01A 46 years, female, white, stage:Stage IA, alive, 1604 days 1092.6
TCGA-D8-A1XW-01A 53 years, female, white, stage:Stage IIA, alive, 1309 days 1067.9
TCGA-D8-A1JF-01A 79 years, female, white, stage:Stage IIIA, alive, 366 days 966.6
TCGA-E2-A15P-01A 61 years, female, white, stage:Stage IA, alive, 595 days 950.5
TCGA-AO-A03V-01A 41 years, female, white, stage:Stage I, alive, 1351 days 903.6
TCGA-E9-A3Q9-01A 78 years, female, white, stage:Stage IIIC, alive, 1001 days 867.9
TCGA-OL-A5RU-01A 63 years, female, black or african american, stage:Stage IIA, alive, 1219 days 854.7
TCGA-A7-A0DC-01A 63 years, female, white, stage:Stage IA, alive, 906 days 742.5
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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.

GAPDH 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.

: 2247.02
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 2216.1
Number of samples 50
Samples
Sample Description pTPM
DO228431 32 years, female, NA, stage:2, alive, 2915 days 8489.8
DO228404 29 years, female, NA, stage:1, alive, 3737 days 4579.4
DO228383 30 years, female, NA, stage:2, alive, 3975 days 4368.1
DO228449 27 years, female, NA, stage:2, alive, 4896 days 4072.0
DO228441 29 years, female, NA, stage:1, dead, 147 days 3020.2
DO228266 33 years, female, NA, stage:2, dead, 3785 days 2982.6
DO228509 33 years, female, NA, stage:1, alive, 377 days 2921.0
DO228246 26 years, female, NA, stage:3, dead, 327 days 2714.2
DO228488 30 years, female, NA, stage:2, alive, 991 days 2672.5
DO228471 28 years, female, NA, stage:2, alive, 1827 days 2607.6
DO228256 29 years, female, NA, stage:2, alive, 2312 days 2483.5
DO228260 32 years, female, NA, stage:2, alive, 3026 days 2469.1
DO228455 34 years, female, NA, stage:1, alive, 3115 days 2423.6
DO228460 25 years, female, NA, stage:2, alive, 3385 days 2408.3
DO228452 32 years, female, NA, stage:2, dead, 1354 days 2341.8
DO228272 32 years, female, NA, stage:2, alive, 4126 days 2287.4
DO228247 33 years, female, NA, stage:3, dead, 2584 days 2249.1
DO228276 32 years, female, NA, stage:2, alive, 4613 days 2245.0
DO228350 34 years, female, NA, stage:1, alive, 3069 days 2232.1
DO228506 32 years, female, NA, stage:1, alive, 489 days 2231.6
DO228439 33 years, female, NA, stage:1, alive, 1845 days 2212.5
DO228290 31 years, female, NA, stage:2, alive, 4268 days 2160.9
DO228479 27 years, female, NA, stage:2, alive, 1985 days 2124.2
DO228332 33 years, female, NA, stage:2, alive, 4776 days 2102.3
DO228427 31 years, female, NA, stage:2, alive, 3995 days 2094.5
DO228409 31 years, female, NA, stage:1, alive, 4423 days 2091.0
DO228300 35 years, female, NA, stage:2, alive, 952 days 1998.2
DO228295 31 years, female, NA, stage:2, dead, 2616 days 1953.5
DO228283 33 years, female, NA, stage:3, alive, 5180 days 1916.9
DO228340 34 years, female, NA, stage:3, dead, 1051 days 1899.9
DO228423 34 years, female, NA, stage:2, alive, 4136 days 1864.4
DO228521 32 years, female, NA, stage:1, alive, 287 days 1826.5
DO228293 28 years, female, NA, stage:2, alive, 4339 days 1821.0
DO228433 34 years, female, NA, stage:3, alive, 1929 days 1799.7
DO229483 34 years, female, NA, stage:0, alive, 299 days 1789.4
DO228453 34 years, female, NA, stage:0, alive, 4157 days 1747.1
DO228426 35 years, female, NA, stage:2, alive, 4129 days 1730.8
DO228499 29 years, female, NA, stage:1, alive, 284 days 1716.1
DO228483 34 years, female, NA, stage:0, alive, 1994 days 1714.1
DO228319 35 years, female, NA, stage:1, alive, 4716 days 1692.4
DO228310 33 years, female, NA, stage:2, dead, 153 days 1668.2
DO228268 35 years, female, NA, stage:2, alive, 5084 days 1651.6
DO228516 35 years, female, NA, stage:2, alive, 447 days 1589.3
DO228477 33 years, female, NA, stage:3, alive, 2188 days 1543.5
DO228356 33 years, female, NA, stage:2, dead, 3732 days 1410.7
DO228307 35 years, female, NA, stage:2, alive, 4928 days 1318.3
DO228321 35 years, female, NA, stage:2, dead, 4286 days 569.4
DO228262 33 years, female, NA, stage:2, alive, 3889 days 394.0
DO228430 31 years, female, NA, stage:1, alive, 4647 days 320.4
DO228502 27 years, female, NA, stage:1, alive, 164 days 289.7
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BREAST CANCER - Protein expressioni

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

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

 

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.


HPA040067

HPA061280

CAB005197

CAB016392

CAB079968
 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
Duct carcinoma
Lobular carcinoma
Lobular carcinoma, in situ
Lobular carcinoma

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