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  • ACTB
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.

ACTB 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.

: 4671.19
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 4902.7
Number of samples 1022
Samples
Sample Description pTPM
TCGA-GM-A2DB-01A 62 years, female, white, stage:Stage IIA, alive, 2406 days 14246.5
TCGA-WT-AB44-01A 77 years, female, white, stage:Stage IA, alive, 883 days 13364.1
TCGA-A2-A0T2-01A 66 years, female, white, stage:Stage IV, dead, 255 days 13305.6
TCGA-E2-A1LI-01A 57 years, female, white, stage:Stage IIB, alive, 3121 days 13247.6
TCGA-C8-A134-01A 52 years, female, asian, stage:Stage IIA, alive, 383 days 12887.2
TCGA-E2-A1LL-01A 73 years, female, black or african american, stage:Stage IIIA, alive, 1309 days 12854.3
TCGA-LL-A6FR-01A 50 years, female, black or african american, stage:Stage IIA, alive, 489 days 12308.9
TCGA-E9-A1RH-01A 63 years, female, white, stage:Stage IIA, alive, 1417 days 11630.8
TCGA-C8-A131-01A 82 years, female, asian, stage:Stage IIIA, alive, 411 days 11273.3
TCGA-E9-A1N6-01A 52 years, female, white, stage:Stage IIB, dead, 678 days 11027.9
TCGA-A2-A04P-01A 36 years, female, black or african american, stage:Stage IIIC, dead, 548 days 10989.9
TCGA-AO-A0JL-01A 59 years, female, white, stage:Stage IIIA, alive, 1683 days 10913.0
TCGA-GM-A2DD-01A 53 years, female, white, stage:Stage I, alive, 2282 days 10884.2
TCGA-EW-A1IY-01A 38 years, female, asian, stage:Stage I, alive, 258 days 10846.4
TCGA-A2-A04W-01A 50 years, female, white, stage:Stage IIB, alive, 3102 days 10761.6
TCGA-E2-A1L9-01A 40 years, female, white, stage:Stage IIA, alive, 598 days 10715.8
TCGA-E9-A1NG-01A 62 years, female, white, stage:Stage IIA, dead, 786 days 10715.1
TCGA-BH-A1FN-01A 34 years, female, white, stage:Stage IIA, dead, 2192 days 10697.8
TCGA-AO-A124-01A 38 years, female, white, stage:Stage IIA, alive, 3506 days 10525.5
TCGA-E2-A1B6-01A 44 years, female, white, stage:Stage IIA, alive, 867 days 10390.8
TCGA-E2-A1IH-01A 80 years, female, white, stage:Stage I, alive, 1026 days 10209.8
TCGA-E9-A22A-01A 74 years, female, white, stage:Stage IIA, alive, 1189 days 10158.0
TCGA-E2-A14N-01A 37 years, female, white, stage:Stage IIB, alive, 1434 days 10076.0
TCGA-C8-A1HJ-01A 53 years, female, asian, stage:Stage IIA, alive, 5 days 10036.4
TCGA-GM-A3NY-01A 72 years, female, white, stage:Stage IIB, alive, 1162 days 9963.4
TCGA-E9-A226-01A 45 years, female, white, stage:Stage IIIA, dead, 1048 days 9889.8
TCGA-A7-A56D-01A 84 years, female, black or african american, stage:Stage IIA, alive, 448 days 9884.8
TCGA-D8-A142-01A 74 years, female, white, stage:Stage IIB, alive, 425 days 9801.1
TCGA-A2-A0D0-01A 60 years, female, black or african american, stage:Stage IIA, alive, 2048 days 9799.3
TCGA-AQ-A04J-01A 45 years, female, white, stage:Stage IIA, alive, 819 days 9543.6
TCGA-B6-A0RE-01A 61 years, female, black or african american, stage:Stage X, alive, 7777 days 9535.7
TCGA-AO-A03T-01A 42 years, female, white, stage:Stage IIB, alive, 2124 days 9516.2
TCGA-AQ-A54O-01A 51 years, male, black or african american, stage:Stage IIA, alive, 1001 days 9456.0
TCGA-BH-A1EO-01A 68 years, female, white, stage:Stage IIA, dead, 2798 days 9365.3
TCGA-AO-A1KT-01A 78 years, female, white, stage:Stage IIA, alive, 541 days 9312.7
TCGA-AN-A0FT-01A 63 years, female, white, stage:Stage IIB, alive, 214 days 9288.1
TCGA-UU-A93S-01A 63 years, female, black or african american, stage:Stage IV, dead, 116 days 9262.6
TCGA-B6-A0WX-01A 40 years, female, black or african american, stage:Stage IIIA, dead, 639 days 9087.7
TCGA-AO-A129-01A 29 years, female, white, stage:Stage IIB, alive, 3286 days 9045.5
TCGA-BH-A1EX-01A 67 years, female, white, stage:Stage IIB, dead, 1508 days 8968.7
TCGA-E9-A1RF-01A 68 years, female, white, stage:Stage IIIA, alive, 200 days 8918.2
TCGA-C8-A1HL-01A 38 years, female, asian, stage:Stage IIIA, alive, 317 days 8880.3
TCGA-A2-A0SV-01A 63 years, female, white, stage:Stage IV, dead, 825 days 8866.2
TCGA-AC-A2QJ-01A 48 years, female, white, stage:Stage IIIB, dead, 446 days 8835.5
TCGA-AN-A0FN-01A 61 years, female, white, stage:Stage IA, alive, 218 days 8796.7
TCGA-AO-A0J9-01A 61 years, female, white, stage:Stage IIIC, alive, 1613 days 8773.7
TCGA-E2-A14Z-01A 64 years, female, white, stage:Stage I, dead, 563 days 8761.5
TCGA-A8-A097-01A 65 years, female, stage:Stage IIB, alive, 365 days 8733.6
TCGA-B6-A0I5-01A 49 years, female, white, stage:Stage IIB, alive, 8556 days 8719.8
TCGA-D8-A1J8-01A 77 years, female, white, stage:Stage IIB, alive, 431 days 8704.6
TCGA-A2-A4S1-01A 66 years, female, white, stage:Stage IIA, alive, 820 days 8645.4
TCGA-A2-A0YJ-01A 39 years, female, white, stage:Stage IIIA, alive, 566 days 8639.6
TCGA-AO-A0J6-01A 61 years, female, white, stage:Stage IIA, alive, 1140 days 8498.5
TCGA-A2-A1G1-01A 85 years, female, white, stage:Stage IIB, alive, 584 days 8479.7
TCGA-LL-A5YL-01A 64 years, female, white, stage:Stage IIB, alive, 519 days 8454.1
TCGA-E9-A22E-01A 56 years, female, white, stage:Stage IIIA, alive, 1269 days 8449.7
TCGA-AQ-A54N-01A 51 years, female, black or african american, stage:Stage IIA, alive, 78 days 8386.1
TCGA-GM-A2DL-01A 50 years, female, white, stage:Stage I, alive, 3519 days 8336.8
TCGA-AR-A0TS-01A 46 years, female, white, stage:Stage IIB, alive, 2558 days 8271.4
TCGA-E2-A570-01A 47 years, female, black or african american, stage:Stage IB, alive, 931 days 8250.0
TCGA-BH-A203-01A 78 years, female, white, stage:Stage IIB, dead, 1174 days 8244.8
TCGA-BH-A0GY-01A 67 years, female, white, stage:Stage IIA, alive, 923 days 8234.3
TCGA-BH-A6R9-01A 61 years, female, white, stage:Stage IIA, alive, 160 days 8232.2
TCGA-OL-A5S0-01A 66 years, female, black or african american, stage:Stage IIB, alive, 620 days 8226.8
TCGA-B6-A0IA-01A 51 years, female, white, stage:Stage IIA, alive, 8391 days 8208.2
TCGA-BH-A0AV-01A 52 years, female, black or african american, stage:Stage I, alive, 1820 days 8202.3
TCGA-D8-A1XT-01A 61 years, female, white, stage:Stage IIA, alive, 506 days 8187.6
TCGA-A7-A6VV-01A 51 years, female, black or african american, stage:Stage IIA, alive, 313 days 8035.4
TCGA-BH-A0RX-01A 59 years, female, white, stage:Stage IIA, alive, 170 days 8029.5
TCGA-OL-A66L-01A 71 years, female, black or african american, stage:Stage IA, alive, 1301 days 7979.5
TCGA-D8-A1JT-01A 70 years, female, white, stage:Stage IIA, alive, 405 days 7946.4
TCGA-BH-A1F2-01A 53 years, female, white, stage:Stage IIIB, dead, 959 days 7937.6
TCGA-D8-A13Z-01A 51 years, female, white, stage:'--, alive, 635 days 7932.5
TCGA-B6-A0WZ-01A 50 years, female, black or african american, stage:Stage II, alive, 6292 days 7921.0
TCGA-AO-A1KP-01A 77 years, female, white, stage:Stage IIA, alive, 2953 days 7893.7
TCGA-BH-A0EE-01A 68 years, female, white, stage:Stage IIB, alive, 943 days 7890.0
TCGA-BH-A0DS-01A 71 years, female, white, stage:Stage IIIA, alive, 78 days 7878.8
TCGA-D8-A1Y1-01A 80 years, female, white, stage:Stage IIIA, dead, 302 days 7878.3
TCGA-EW-A1P1-01A 68 years, female, white, stage:Stage IIIC, alive, 1210 days 7817.7
TCGA-OL-A66I-01A 36 years, female, black or african american, stage:Stage IIA, alive, 714 days 7802.4
TCGA-B6-A0RS-01A 38 years, female, white, stage:Stage IIA, dead, 3063 days 7799.7
TCGA-A2-A04U-01A 47 years, female, white, stage:Stage IIA, alive, 2654 days 7793.2
TCGA-A8-A07R-01A 80 years, female, stage:Stage IIIC, alive, 273 days 7787.2
TCGA-A2-A0T7-01A 51 years, female, white, stage:Stage IIA, alive, 631 days 7776.0
TCGA-BH-A208-01A 48 years, female, white, stage:Stage IIB, dead, 1759 days 7767.9
TCGA-E2-A14V-01A 53 years, female, white, stage:Stage IIB, alive, 1042 days 7758.5
TCGA-A2-A0CR-01A 54 years, female, asian, stage:Stage IIB, alive, 3283 days 7756.5
TCGA-AO-A126-01A 39 years, female, asian, stage:Stage IIA, alive, 3307 days 7716.3
TCGA-B6-A0IK-01A 63 years, female, white, stage:Stage IIIB, dead, 571 days 7715.0
TCGA-AN-A04A-01A 36 years, female, white, stage:Stage IIIA, alive, 90 days 7706.4
TCGA-D8-A1JL-01A 72 years, female, white, stage:Stage IIA, alive, 611 days 7663.4
TCGA-AC-A3TM-01A 50 years, female, white, stage:Stage IIIA, alive, 762 days 7662.2
TCGA-B6-A0RH-01A 51 years, female, black or african american, stage:Stage IIA, dead, 6456 days 7652.6
TCGA-A2-A0D2-01A 45 years, female, white, stage:Stage IIA, alive, 1027 days 7608.9
TCGA-Z7-A8R5-01A 61 years, female, white, stage:Stage IIIA, alive, 3287 days 7562.7
TCGA-E2-A573-01A 48 years, female, black or african american, stage:Stage IA, alive, 1062 days 7558.9
TCGA-EW-A1P7-01A 59 years, female, white, stage:Stage IIA, alive, 915 days 7539.2
TCGA-BH-A0WA-01A 82 years, female, white, stage:Stage I, alive, 701 days 7511.2
TCGA-A7-A0DA-01A 62 years, female, white, stage:Stage IIA, alive, 1085 days 7502.9
TCGA-AO-A0JC-01A 64 years, female, white, stage:Stage IIA, alive, 1547 days 7495.1
TCGA-A8-A09B-01A 58 years, female, stage:Stage IIIB, alive, 365 days 7490.1
TCGA-AO-A0J2-01A 41 years, female, white, stage:Stage IA, alive, 997 days 7465.8
TCGA-D8-A1XJ-01A 76 years, female, white, stage:Stage IIIA, alive, 664 days 7456.0
TCGA-C8-A12P-01A 55 years, female, asian, stage:Stage IIB, alive, 358 days 7386.3
TCGA-B6-A409-01A 44 years, female, black or african american, stage:Stage IIIA, dead, 573 days 7376.8
TCGA-C8-A12Y-01A 44 years, female, asian, stage:Stage IIB, alive, 1476 days 7366.9
TCGA-GM-A2DA-01A 46 years, female, white, stage:Stage IIB, dead, 6593 days 7363.2
TCGA-BH-A0BL-01A 35 years, female, white, stage:Stage I, alive, 2278 days 7350.6
TCGA-A2-A04Q-01A 48 years, female, white, stage:Stage IA, alive, 2385 days 7307.1
TCGA-E9-A1NH-01A 71 years, female, white, stage:Stage IIB, alive, 576 days 7287.9
TCGA-E9-A3X8-01A 48 years, female, white, stage:Stage IIB, alive, 926 days 7243.6
TCGA-E2-A14Y-01A 35 years, female, white, stage:Stage IIA, alive, 2109 days 7241.6
TCGA-C8-A138-01A 54 years, female, asian, stage:Stage IIIA, alive, 380 days 7213.3
TCGA-B6-A400-01A 43 years, female, black or african american, stage:Stage IIIA, alive, 215 days 7212.4
TCGA-BH-A0B3-01A 53 years, female, white, stage:Stage IIB, alive, 1203 days 7205.1
TCGA-BH-A1F5-01A 62 years, female, white, stage:Stage IIA, dead, 2712 days 7185.7
TCGA-AC-A23G-01A 76 years, female, white, stage:Stage IIA, alive, 2248 days 7179.7
TCGA-A2-A0CS-01A 73 years, female, white, stage:Stage IV, dead, 2348 days 7163.6
TCGA-EW-A1P3-01A 48 years, female, white, stage:Stage IIA, alive, 1611 days 7146.8
TCGA-AN-A0AJ-01A 79 years, female, white, stage:Stage IIB, alive, 303 days 7144.4
TCGA-AC-A3EH-01A 79 years, female, white, stage:Stage IIIC, dead, 197 days 7132.9
TCGA-E2-A10C-01A 54 years, female, white, stage:Stage IIB, alive, 1220 days 7085.1
TCGA-B6-A40B-01A 76 years, female, white, stage:Stage I, alive, 3152 days 7078.3
TCGA-A2-A04Y-01A 53 years, female, white, stage:Stage IIB, alive, 1099 days 7061.7
TCGA-BH-A18J-01A 56 years, female, white, stage:Stage IV, dead, 612 days 7059.6
TCGA-GM-A2DK-01A 58 years, female, white, stage:Stage I, alive, 2645 days 7040.6
TCGA-C8-A12N-01A 58 years, female, asian, stage:Stage IIA, alive, 358 days 7038.2
TCGA-AO-A12F-01A 36 years, female, white, stage:Stage IIA, alive, 1842 days 7037.5
TCGA-AR-A1AR-01A 50 years, female, white, stage:Stage IIIA, dead, 524 days 7035.0
TCGA-AC-A62Y-01A 79 years, female, white, stage:Stage IIB, alive, 530 days 7030.9
TCGA-BH-A1FU-01A 44 years, female, white, stage:Stage IA, dead, 1688 days 7019.2
TCGA-D8-A1JA-01A 60 years, female, white, stage:'--, alive, 502 days 7012.2
TCGA-AN-A0XN-01A 68 years, female, white, stage:Stage IIIA, alive, 10 days 6960.0
TCGA-OL-A66N-01A 59 years, female, white, stage:Stage IIIC, alive, 792 days 6943.2
TCGA-BH-A0DX-01A 62 years, female, white, stage:Stage I, alive, 2156 days 6928.9
TCGA-BH-A0W7-01A 49 years, female, white, stage:Stage I, alive, 1363 days 6925.0
TCGA-BH-A0B7-01A 42 years, female, white, stage:Stage IIB, alive, 2559 days 6913.5
TCGA-E2-A1LH-01A 59 years, female, white, stage:Stage I, alive, 3247 days 6913.1
TCGA-E9-A1R3-01A 70 years, female, white, stage:Stage IIIC, alive, 78 days 6909.6
TCGA-JL-A3YW-01A 49 years, female, asian, stage:Stage IIB, alive, 360 days 6853.7
TCGA-AN-A04C-01A 51 years, female, white, stage:Stage IIB, alive, 54 days 6839.6
TCGA-AN-A0FJ-01A 59 years, female, white, stage:Stage IV, alive, 242 days 6813.1
TCGA-E9-A1NC-01A 61 years, female, white, stage:Stage IIB, alive, 1203 days 6809.7
TCGA-AR-A1AY-01A 65 years, female, white, stage:Stage I, alive, 1026 days 6802.0
TCGA-E2-A1LE-01A 71 years, female, white, stage:Stage IIIC, dead, 879 days 6791.2
TCGA-A2-A0T0-01A 59 years, female, white, stage:Stage IIB, alive, 533 days 6791.1
TCGA-GM-A2DF-01A 53 years, female, black or african american, stage:Stage IIA, alive, 2155 days 6779.1
TCGA-D8-A1XQ-01A 69 years, female, white, stage:Stage IIA, alive, 499 days 6776.4
TCGA-GM-A3XN-01A 44 years, female, white, stage:Stage IIIA, alive, 2019 days 6763.5
TCGA-GM-A2D9-01A 69 years, female, white, stage:Stage I, dead, 1812 days 6763.0
TCGA-S3-AA0Z-01A 63 years, female, black or african american, stage:Stage IIB, alive, 629 days 6761.6
TCGA-AN-A0XW-01A 36 years, female, white, stage:Stage IIIA, alive, 170 days 6758.6
TCGA-E2-A159-01A 50 years, female, white, stage:Stage IIA, alive, 762 days 6749.8
TCGA-E2-A153-01A 51 years, female, white, stage:Stage IIB, alive, 707 days 6747.5
TCGA-C8-A1HF-01A 48 years, female, asian, stage:Stage IIA, alive, 332 days 6742.0
TCGA-AC-A3BB-01A 46 years, female, black or african american, stage:Stage IIIA, alive, 987 days 6722.8
TCGA-BH-A0HA-01A 31 years, female, white, stage:Stage I, alive, 1611 days 6714.0
TCGA-A2-A0YD-01A 63 years, female, white, stage:Stage IIB, alive, 769 days 6701.6
TCGA-E2-A1IF-01A 74 years, female, white, stage:Stage I, alive, 1138 days 6701.6
TCGA-EW-A1P4-01A 43 years, female, white, stage:Stage IIA, alive, 907 days 6700.9
TCGA-B6-A401-01A 47 years, female, black or african american, stage:Stage IIA, alive, 2596 days 6664.3
TCGA-EW-A1PG-01A 53 years, female, white, stage:Stage IIB, alive, 1051 days 6655.5
TCGA-A7-A4SD-01A 52 years, female, black or african american, stage:Stage IIA, alive, 441 days 6653.6
TCGA-AC-A5XS-01A 74 years, female, white, stage:Stage IIA, alive, 588 days 6621.6
TCGA-BH-A0AY-01A 62 years, female, white, stage:Stage IIA, alive, 777 days 6606.9
TCGA-EW-A1P8-01A 58 years, female, white, stage:Stage IIIC, dead, 239 days 6595.0
TCGA-GM-A2DI-01A 52 years, female, white, stage:Stage I, alive, 2590 days 6587.2
TCGA-E2-A1IN-01A 60 years, female, white, stage:Stage I, alive, 675 days 6582.4
TCGA-E2-A108-01A 64 years, female, white, stage:Stage IIIA, alive, 837 days 6580.8
TCGA-A2-A0CP-01A 60 years, female, white, stage:Stage IA, alive, 2813 days 6574.5
TCGA-A2-A0EP-01A 56 years, female, white, stage:Stage I, alive, 3603 days 6563.5
TCGA-C8-A26X-01A 58 years, female, asian, stage:Stage IIA, alive, 376 days 6563.5
TCGA-GM-A2DO-01A 54 years, female, black or african american, stage:Stage I, alive, 2596 days 6555.4
TCGA-EW-A1J3-01A 61 years, female, white, stage:Stage IA, alive, 504 days 6554.7
TCGA-A2-A0YE-01A 48 years, female, white, stage:Stage IIB, alive, 554 days 6554.0
TCGA-A2-A25F-01A 66 years, female, white, stage:Stage IIA, alive, 322 days 6548.1
TCGA-BH-A0H6-01A 82 years, female, white, stage:Stage I, alive, 747 days 6530.1
TCGA-A2-A0CQ-01A 62 years, female, black or african american, stage:Stage IA, alive, 2695 days 6519.0
TCGA-EW-A1OW-01A 58 years, female, black or african american, stage:Stage IIA, alive, 694 days 6511.4
TCGA-A1-A0SH-01A 39 years, female, white, stage:Stage IIA, alive, 1437 days 6473.0
TCGA-A8-A08P-01A 70 years, female, stage:Stage IIIA, alive, 943 days 6467.4
TCGA-C8-A130-01A 52 years, female, asian, stage:Stage IIIA, alive, 370 days 6460.2
TCGA-AO-A128-01A 61 years, female, white, stage:Stage IIA, alive, 3248 days 6452.5
TCGA-A8-A06X-01A 77 years, female, stage:Stage IIB, dead, 943 days 6444.4
TCGA-AR-A24Q-01A 49 years, female, white, stage:Stage IIB, alive, 3172 days 6440.9
TCGA-A2-A3XX-01A 49 years, female, black or african american, stage:Stage IIA, dead, 1439 days 6438.2
TCGA-BH-A0HU-01A 52 years, female, white, stage:Stage IA, alive, 392 days 6436.6
TCGA-C8-A8HP-01A 59 years, female, asian, stage:Stage IIIA, alive, 396 days 6427.6
TCGA-BH-A5J0-01A 63 years, female, black or african american, stage:Stage IA, alive, 715 days 6422.9
TCGA-C8-A8HQ-01A 53 years, female, asian, stage:Stage IIB, alive, 380 days 6422.6
TCGA-C8-A12U-01A 46 years, female, asian, stage:Stage IIB, alive, 385 days 6421.8
TCGA-AN-A0AS-01A 70 years, female, white, stage:Stage IIIA, alive, 10 days 6415.0
TCGA-AR-A24U-01A 47 years, female, white, stage:Stage IIA, alive, 3128 days 6400.2
TCGA-C8-A273-01A 29 years, female, asian, stage:Stage IIB, alive, 513 days 6383.1
TCGA-BH-A0BO-01A 54 years, female, white, stage:Stage I, alive, 2197 days 6322.1
TCGA-D8-A1JE-01A 62 years, female, white, stage:Stage IIA, alive, 575 days 6303.9
TCGA-D8-A1Y2-01A 71 years, female, white, stage:Stage IIA, alive, 433 days 6303.8
TCGA-AN-A04D-01A 58 years, female, white, stage:Stage IIB, alive, 52 days 6301.3
TCGA-AR-A0TP-01A 43 years, female, white, stage:Stage IIA, alive, 4275 days 6297.8
TCGA-D8-A141-01A 40 years, female, white, stage:'--, alive, 626 days 6285.1
TCGA-AO-A0JM-01A 40 years, female, stage:Stage IIB, alive, 2184 days 6279.8
TCGA-OL-A6VQ-01A 49 years, female, white, stage:Stage IIA, alive, 600 days 6273.4
TCGA-AR-A1AS-01A 54 years, female, asian, stage:Stage IIB, alive, 1150 days 6258.4
TCGA-B6-A0RU-01A 40 years, female, white, stage:Stage IA, alive, 8605 days 6224.9
TCGA-AC-A2FE-01A 62 years, female, white, stage:Stage IIIC, dead, 2636 days 6222.7
TCGA-C8-A1HN-01A 56 years, female, asian, stage:Stage IIA, alive, 394 days 6221.6
TCGA-V7-A7HQ-01A 75 years, female, black or african american, stage:Stage IIIA, alive, 2033 days 6209.0
TCGA-AO-A1KQ-01A 84 years, male, white, stage:Stage IIIB, alive, 1882 days 6204.1
TCGA-EW-A2FR-01A 59 years, female, black or african american, stage:Stage IIIC, alive, 1673 days 6203.4
TCGA-AR-A5QQ-01A 68 years, female, white, stage:Stage IIIA, dead, 322 days 6202.5
TCGA-AC-A5EH-01A 76 years, female, black or african american, stage:Stage IIB, alive, 511 days 6149.4
TCGA-E2-A14W-01A 78 years, male, white, stage:Stage IIA, alive, 974 days 6148.5
TCGA-WT-AB41-01A 55 years, female, black or african american, stage:Stage IIB, alive, 1611 days 6146.1
TCGA-BH-A0BG-01A 73 years, female, white, stage:Stage I, alive, 1871 days 6144.5
TCGA-BH-A1FE-01A 31 years, female, white, stage:Stage IIB, dead, 2273 days 6141.2
TCGA-A8-A08R-01A 52 years, female, stage:Stage IIB, alive, 30 days 6141.1
TCGA-AO-A0J4-01A 41 years, female, black or african american, stage:Stage IA, alive, 1587 days 6131.7
TCGA-A1-A0SI-01A 52 years, female, white, stage:Stage IIB, alive, 635 days 6112.8
TCGA-E9-A6HE-01A 45 years, female, white, stage:Stage IIIC, alive, 847 days 6105.9
TCGA-BH-A0BC-01A 60 years, female, white, stage:Stage IIIC, alive, 974 days 6091.9
TCGA-A7-A0CE-01A 57 years, female, white, stage:Stage IIA, alive, 1074 days 6076.6
TCGA-BH-A0BT-01A 56 years, female, white, stage:Stage IIA, alive, 2365 days 6073.8
TCGA-E9-A1NF-01A 60 years, female, white, stage:Stage IIA, dead, 1072 days 6053.9
TCGA-A8-A09I-01A 84 years, female, stage:Stage IIA, alive, 1371 days 6046.0
TCGA-C8-A12Z-01A 45 years, female, asian, stage:Stage IIB, alive, 382 days 6023.9
TCGA-D8-A1JJ-01A 54 years, female, white, stage:Stage IIA, alive, 611 days 6009.7
TCGA-BH-A0BZ-01A 59 years, female, white, stage:Stage IIIA, alive, 2255 days 6007.3
TCGA-BH-A0E2-01A 49 years, female, black or african american, stage:Stage IIIA, alive, 435 days 6006.2
TCGA-OL-A6VO-01A 43 years, female, black or african american, stage:Stage IA, alive, 858 days 5997.7
TCGA-E2-A1LS-01A 46 years, female, white, stage:Stage IA, alive, 1604 days 5985.5
TCGA-A8-A08Z-01A 76 years, female, stage:'--, alive, 1217 days 5979.4
TCGA-E9-A3QA-01A 33 years, female, white, stage:Stage IIA, alive, 918 days 5965.1
TCGA-AR-A1AJ-01A 83 years, female, white, stage:Stage I, alive, 2383 days 5954.6
TCGA-AR-A24W-01A 55 years, female, white, stage:Stage IIB, alive, 1550 days 5928.0
TCGA-BH-A0EB-01A 69 years, female, white, stage:Stage IA, alive, 745 days 5914.8
TCGA-AO-A0J8-01A 61 years, female, white, stage:Stage IIA, alive, 680 days 5909.5
TCGA-AN-A03X-01A 74 years, female, white, stage:Stage IIA, alive, 10 days 5908.8
TCGA-PL-A8LZ-01A 29 years, female, black or african american, stage:Stage IIIB, alive, 302 days 5897.7
TCGA-A2-A25A-01A 44 years, female, white, stage:Stage IIA, alive, 3276 days 5894.4
TCGA-BH-A0GZ-01A 62 years, female, white, stage:Stage IIA, alive, 328 days 5888.7
TCGA-E2-A15D-01A 47 years, female, white, stage:Stage IIA, alive, 526 days 5879.3
TCGA-A2-A0YT-01A 56 years, female, white, stage:Stage IIIB, dead, 723 days 5869.6
TCGA-A2-A04T-01A 62 years, female, white, stage:Stage IIA, alive, 2246 days 5864.2
TCGA-A2-A4RX-01A 67 years, female, black or african american, stage:Stage IIA, alive, 742 days 5862.7
TCGA-D8-A27H-01A 72 years, female, white, stage:Stage IIA, alive, 397 days 5855.8
TCGA-BH-A1F8-01A 90 years, female, white, stage:Stage IIIB, dead, 1 days 5843.5
TCGA-E2-A2P5-01A 78 years, female, black or african american, stage:Stage IIIC, dead, 821 days 5828.5
TCGA-BH-A1F0-01A 80 years, female, white, stage:Stage IIA, dead, 785 days 5823.0
TCGA-E2-A1B0-01A 50 years, female, white, stage:Stage IIIA, alive, 1631 days 5808.3
TCGA-BH-A201-01A 64 years, female, white, stage:Stage IA, alive, 856 days 5799.2
TCGA-LL-A6FQ-01A 77 years, female, black or african american, stage:Stage IIIA, alive, 80 days 5797.6
TCGA-AN-A046-01A 68 years, female, white, stage:Stage IIA, alive, 10 days 5793.2
TCGA-E2-A1BD-01A 53 years, female, white, stage:Stage IIA, alive, 1133 days 5777.0
TCGA-EW-A2FV-01A 39 years, female, white, stage:Stage IIIC, alive, 788 days 5774.4
TCGA-AN-A0FX-01A 52 years, female, white, stage:Stage IIA, alive, 10 days 5774.2
TCGA-E2-A1LA-01A 59 years, female, stage:Stage IIA, alive, 748 days 5770.0
TCGA-E9-A1ND-01A 75 years, female, white, stage:Stage IIB, alive, 1266 days 5766.7
TCGA-E2-A14P-01A 79 years, female, white, stage:Stage IIIC, alive, 1246 days 5765.9
TCGA-D8-A143-01A 51 years, female, white, stage:Stage IIA, alive, 431 days 5762.6
TCGA-A2-A04N-01A 66 years, female, white, stage:Stage IA, alive, 4354 days 5759.3
TCGA-BH-A0DP-01A 60 years, female, white, stage:Stage IIB, alive, 476 days 5755.9
TCGA-BH-A0E6-01A 69 years, female, white, stage:Stage IA, alive, 293 days 5749.2
TCGA-A7-A26H-01A 72 years, female, white, stage:Stage IIA, alive, 724 days 5726.1
TCGA-A2-A0CV-01A 41 years, female, asian, stage:Stage IIB, alive, 3011 days 5724.5
TCGA-AO-A1KR-01A 51 years, female, white, stage:Stage IIA, alive, 2513 days 5721.4
TCGA-E2-A14Q-01A 50 years, female, white, stage:Stage IIB, alive, 1163 days 5713.1
TCGA-A2-A0EV-01A 80 years, female, white, stage:Stage IA, alive, 968 days 5708.3
TCGA-AN-A0AL-01A 41 years, female, white, stage:Stage IIIB, alive, 227 days 5704.8
TCGA-C8-A12O-01A 50 years, female, asian, stage:Stage IIA, alive, 385 days 5701.7
TCGA-B6-A0I2-01A 45 years, female, white, stage:Stage IA, alive, 4361 days 5698.1
TCGA-E9-A1RB-01A 40 years, female, white, stage:Stage IIA, dead, 976 days 5696.6
TCGA-B6-A0WW-01A 58 years, female, black or african american, stage:Stage X, dead, 558 days 5695.1
TCGA-A2-A0CX-01A 52 years, female, white, stage:Stage IIA, alive, 1728 days 5693.1
TCGA-LL-A73Z-01A 55 years, female, black or african american, stage:Stage IV, dead, 227 days 5668.3
TCGA-D8-A1XZ-01A 81 years, female, white, stage:Stage IIIA, alive, 466 days 5667.2
TCGA-3C-AALJ-01A 62 years, female, black or african american, stage:Stage IIB, alive, 1474 days 5648.8
TCGA-A2-A0CM-01A 40 years, female, black or african american, stage:Stage IIA, dead, 754 days 5623.4
TCGA-C8-A26W-01A 58 years, female, asian, stage:Stage IIB, alive, 381 days 5617.7
TCGA-AR-A0U4-01A 54 years, female, white, stage:Stage IIA, alive, 3261 days 5612.8
TCGA-A2-A0EY-01A 62 years, female, white, stage:Stage IIB, alive, 1925 days 5607.6
TCGA-E9-A1RI-01A 43 years, female, white, stage:Stage IIIA, alive, 1449 days 5602.0
TCGA-EW-A1IW-01A 80 years, female, white, stage:Stage IIB, alive, 371 days 5588.9
TCGA-EW-A1PH-01A 52 years, female, white, stage:Stage IIA, alive, 607 days 5577.3
TCGA-AR-A24S-01A 61 years, female, white, stage:Stage I, alive, 2976 days 5575.3
TCGA-C8-A1HM-01A 74 years, female, asian, stage:Stage IIA, alive, 375 days 5562.2
TCGA-E2-A152-01A 56 years, female, white, stage:Stage I, alive, 2128 days 5561.2
TCGA-Z7-A8R6-01A 46 years, female, white, stage:Stage I, alive, 3256 days 5554.6
TCGA-E2-A15L-01A 65 years, female, black or african american, stage:Stage IIA, alive, 626 days 5546.1
TCGA-BH-A0BQ-01A 39 years, female, white, stage:Stage I, alive, 2255 days 5544.6
TCGA-E2-A10A-01A 41 years, female, white, stage:Stage IIB, alive, 1229 days 5540.7
TCGA-AR-A24T-01A 46 years, female, white, stage:Stage IIIC, alive, 3202 days 5539.4
TCGA-AR-A24O-01A 43 years, female, white, stage:Stage IIIA, alive, 3607 days 5538.9
TCGA-AR-A256-01A 45 years, female, white, stage:Stage IIA, dead, 2854 days 5529.5
TCGA-BH-A0DV-01A 54 years, female, white, stage:Stage IIIA, alive, 2064 days 5528.2
TCGA-AR-A1AH-01A 51 years, female, white, stage:Stage IIB, alive, 3807 days 5528.0
TCGA-A2-A0EO-01A 54 years, female, white, stage:Stage IA, alive, 2442 days 5521.5
TCGA-AC-A23E-01A 50 years, female, white, stage:Stage IIB, alive, 698 days 5512.9
TCGA-EW-A1PF-01A 50 years, female, white, stage:Stage IA, alive, 439 days 5508.1
TCGA-A8-A0A9-01A 80 years, female, stage:Stage IIA, alive, 822 days 5505.0
TCGA-B6-A0RT-01A 39 years, female, white, stage:Stage IIIA, alive, 2721 days 5503.3
TCGA-AC-A7VC-01A 56 years, female, white, stage:Stage IIB, alive, 1 days 5499.1
TCGA-BH-A0BR-01A 59 years, female, white, stage:Stage I, alive, 2330 days 5497.4
TCGA-E9-A1NI-01A 51 years, female, white, stage:Stage IIA, alive, 300 days 5492.2
TCGA-BH-A42U-01A 80 years, female, black or african american, stage:Stage IIA, alive, 3364 days 5487.5
TCGA-A8-A075-01A 42 years, female, stage:Stage IIB, alive, 518 days 5482.3
TCGA-E2-A15H-01A 38 years, female, white, stage:Stage IIA, alive, 393 days 5479.7
TCGA-A8-A06P-01A 63 years, female, stage:Stage IIIA, alive, 396 days 5464.2
TCGA-E2-A10F-01A 47 years, female, white, stage:Stage IIA, alive, 878 days 5462.2
TCGA-A2-A0T6-01A 50 years, female, white, stage:Stage IIB, alive, 575 days 5461.9
TCGA-A7-A4SE-01A 54 years, female, black or african american, stage:Stage IIA, alive, 644 days 5461.5
TCGA-C8-A132-01A 56 years, female, asian, stage:Stage IIB, alive, 383 days 5459.7
TCGA-E2-A1LK-01A 84 years, female, black or african american, stage:Stage IIIC, dead, 266 days 5458.6
TCGA-E2-A1IJ-01A 57 years, female, white, stage:Stage I, alive, 865 days 5457.4
TCGA-AR-A2LH-01A 55 years, female, white, stage:Stage III, dead, 616 days 5448.8
TCGA-AN-A0FV-01A 58 years, female, white, stage:Stage IIA, alive, 10 days 5438.2
TCGA-E2-A1BC-01A 63 years, female, stage:Stage IA, alive, 501 days 5429.7
TCGA-BH-A0E0-01A 38 years, female, white, stage:Stage IIIC, alive, 134 days 5429.1
TCGA-AN-A0AT-01A 62 years, female, white, stage:Stage IIA, alive, 10 days 5428.8
TCGA-BH-A18G-01A 81 years, female, white, stage:Stage IA, alive, 149 days 5424.3
TCGA-B6-A0RV-01A 42 years, female, white, stage:Stage IIIA, alive, 5156 days 5411.3
TCGA-BH-A18M-01A 39 years, female, white, stage:Stage IIIA, dead, 2207 days 5406.9
TCGA-BH-A2L8-01A 45 years, female, white, stage:Stage IIA, alive, 612 days 5404.2
TCGA-A2-A04X-01A 34 years, female, white, stage:Stage IIA, alive, 1686 days 5393.7
TCGA-E2-A107-01A 54 years, female, white, stage:Stage IIIA, alive, 1047 days 5391.5
TCGA-AR-A24V-01A 52 years, female, white, stage:Stage IIB, alive, 3203 days 5391.5
TCGA-AR-A1AI-01A 47 years, female, white, stage:Stage IIA, alive, 3296 days 5388.8
TCGA-A2-A4RW-01A 49 years, female, white, stage:Stage IIIC, alive, 222 days 5381.3
TCGA-AN-A0FL-01A 62 years, female, white, stage:Stage IIA, alive, 231 days 5380.1
TCGA-OL-A5RV-01A 43 years, female, black or african american, stage:Stage IIIC, alive, 1062 days 5376.3
TCGA-A1-A0SM-01A 77 years, male, white, stage:Stage IIA, alive, 242 days 5375.1
TCGA-A1-A0SF-01A 54 years, female, white, stage:Stage IIA, alive, 1463 days 5373.3
TCGA-D8-A1XY-01A 74 years, female, white, stage:Stage IIA, alive, 503 days 5359.2
TCGA-AC-A6IW-01A 73 years, female, black or african american, stage:Stage IIA, alive, 413 days 5357.2
TCGA-BH-A18V-01A 48 years, female, white, stage:Stage IIB, dead, 1556 days 5353.9
TCGA-BH-A0HX-01A 54 years, female, white, stage:Stage IIB, alive, 829 days 5353.3
TCGA-BH-A0DZ-01A 43 years, female, white, stage:Stage IIB, alive, 495 days 5342.9
TCGA-BH-A5IZ-01A 51 years, female, black or african american, stage:Stage IIB, alive, 567 days 5339.2
TCGA-AN-A0AM-01A 56 years, female, white, stage:Stage IIA, alive, 5 days 5338.9
TCGA-A2-A0YM-01A 67 years, female, white, stage:Stage IIA, alive, 965 days 5337.2
TCGA-AO-A0J5-01A 48 years, female, white, stage:Stage IV, dead, 792 days 5336.7
TCGA-AN-A0G0-01A 56 years, female, white, stage:Stage IIA, alive, 16 days 5333.3
TCGA-LL-A440-01A 61 years, female, white, stage:Stage IA, alive, 759 days 5318.1
TCGA-BH-A0BM-01A 54 years, female, white, stage:Stage IIB, alive, 1876 days 5315.5
TCGA-A8-A07I-01A 69 years, female, stage:Stage IIIA, alive, 426 days 5302.7
TCGA-EW-A424-01A 51 years, female, white, stage:Stage IIIA, alive, 715 days 5300.1
TCGA-E9-A229-01A 37 years, female, white, stage:Stage IA, alive, 1148 days 5296.1
TCGA-XX-A89A-01A 68 years, female, white, stage:Stage IIB, alive, 488 days 5295.5
TCGA-A7-A13D-01A 46 years, female, black or african american, stage:Stage IIA, alive, 965 days 5294.8
TCGA-AC-A3YI-01A 74 years, female, white, stage:Stage IIIC, alive, 707 days 5283.6
TCGA-A8-A076-01A 66 years, female, stage:Stage IIA, alive, 1642 days 5280.8
TCGA-BH-A0HB-01A 55 years, female, white, stage:Stage IA, alive, 806 days 5277.7
TCGA-B6-A0I1-01A 73 years, female, black or african american, stage:Stage IIA, dead, 2361 days 5275.0
TCGA-OL-A5RW-01A 40 years, female, black or african american, stage:Stage IIA, alive, 1106 days 5271.1
TCGA-E2-A15M-01A 66 years, female, white, stage:Stage IIA, dead, 336 days 5268.1
TCGA-4H-AAAK-01A 50 years, female, white, stage:Stage IIIA, alive, 348 days 5267.3
TCGA-A2-A1G6-01A 50 years, female, white, stage:Stage IIIA, alive, 501 days 5260.5
TCGA-A2-A1FZ-01A 63 years, female, white, stage:Stage IIA, alive, 683 days 5255.0
TCGA-E9-A1R4-01A 66 years, female, white, stage:Stage IA, alive, 186 days 5249.0
TCGA-BH-A0B5-01A 40 years, female, white, stage:Stage IIIA, alive, 2136 days 5246.4
TCGA-D8-A27N-01A 36 years, female, white, stage:Stage IIIA, alive, 519 days 5244.6
TCGA-BH-A0BV-01A 78 years, female, white, stage:Stage IIB, alive, 1519 days 5234.9
TCGA-BH-A0H9-01A 69 years, female, white, stage:Stage IIA, alive, 1247 days 5232.9
TCGA-BH-A0HQ-01A 56 years, female, white, stage:Stage IIA, alive, 1121 days 5229.7
TCGA-PE-A5DE-01A 41 years, female, white, stage:Stage IIA, alive, 2645 days 5225.7
TCGA-BH-A1EY-01A 79 years, female, white, stage:Stage IIA, dead, 538 days 5219.7
TCGA-E9-A1RA-01A 48 years, female, white, stage:Stage IA, alive, 1369 days 5216.2
TCGA-A2-A0EN-01A 70 years, female, white, stage:Stage IIA, alive, 4088 days 5209.3
TCGA-BH-A0BD-01A 47 years, female, white, stage:Stage IIA, alive, 554 days 5203.9
TCGA-E2-A150-01A 48 years, female, white, stage:Stage IIA, alive, 1935 days 5202.7
TCGA-A2-A04V-01A 39 years, female, white, stage:Stage IIA, dead, 1920 days 5197.6
TCGA-E9-A5FL-01A 65 years, female, white, stage:Stage IIB, alive, 24 days 5197.4
TCGA-5L-AAT0-01A 42 years, female, white, stage:Stage IIA, alive, 1477 days 5196.9
TCGA-A8-A07J-01A 35 years, female, stage:Stage IIB, alive, 365 days 5192.1
TCGA-E2-A1L6-01A 44 years, female, white, stage:Stage IIA, alive, 1648 days 5187.2
TCGA-BH-A0H7-01A 65 years, female, white, stage:Stage IIIA, alive, 702 days 5185.9
TCGA-BH-A0DG-01A 30 years, female, black or african american, stage:Stage IIA, alive, 2041 days 5184.6
TCGA-BH-A209-01A 77 years, female, black or african american, stage:Stage I, dead, 3959 days 5174.5
TCGA-A7-A6VY-01A 48 years, female, black or african american, stage:Stage IIB, alive, 266 days 5174.4
TCGA-AO-A125-01A 72 years, female, black or african american, stage:Stage IIA, alive, 3456 days 5174.2
TCGA-A2-A0YG-01A 63 years, female, white, stage:Stage IIIC, alive, 666 days 5170.2
TCGA-AO-A0JA-01A 36 years, female, black or african american, stage:Stage IIIC, alive, 655 days 5161.0
TCGA-BH-A0DT-01A 41 years, female, white, stage:Stage IIA, alive, 2403 days 5150.7
TCGA-AN-A049-01A 62 years, female, white, stage:Stage IIA, alive, 19 days 5149.0
TCGA-C8-A12Q-01A 78 years, female, asian, stage:Stage IIIA, dead, 385 days 5146.3
TCGA-C8-A12W-01A 49 years, female, asian, stage:Stage IIIB, alive, 385 days 5142.4
TCGA-GM-A4E0-01A 67 years, female, white, stage:Stage IIIC, alive, 2191 days 5138.2
TCGA-D8-A1X6-01A 80 years, female, white, stage:Stage IIIA, alive, 541 days 5134.0
TCGA-BH-A18T-01A 70 years, female, white, stage:Stage IIA, dead, 224 days 5131.4
TCGA-BH-A0DQ-01A 42 years, female, white, stage:Stage IIB, alive, 98 days 5112.7
TCGA-AC-A2B8-01A 84 years, female, white, stage:Stage IIB, alive, 677 days 5109.8
TCGA-EW-A423-01A 75 years, female, white, stage:Stage IIA, alive, 533 days 5101.7
TCGA-AR-A1AO-01A 47 years, female, white, stage:Stage IIA, alive, 2618 days 5094.8
TCGA-A2-A0YF-01A 67 years, female, black or african american, stage:Stage I, alive, 1535 days 5093.6
TCGA-A8-A09T-01A 68 years, female, stage:'--, alive, 579 days 5085.6
TCGA-E2-A15K-01A 58 years, female, white, stage:Stage IIB, alive, 275 days 5078.1
TCGA-A2-A3XS-01A 62 years, female, black or african american, stage:Stage IIIA, dead, 1032 days 5076.2
TCGA-D8-A1XB-01A 62 years, female, white, stage:Stage IIB, alive, 552 days 5075.1
TCGA-EW-A1IX-01A 48 years, female, asian, stage:Stage IIA, alive, 1208 days 5073.8
TCGA-B6-A0IG-01A 50 years, female, white, stage:Stage IIB, dead, 4456 days 5073.2
TCGA-BH-A0BJ-01A 41 years, female, white, stage:Stage IIB, alive, 660 days 5072.4
TCGA-A8-A095-01A 45 years, female, stage:Stage I, alive, 1277 days 5062.9
TCGA-AN-A0XO-01A 59 years, female, white, stage:Stage IIIA, alive, 375 days 5056.3
TCGA-LD-A66U-01A 44 years, female, white, stage:Stage IIB, alive, 646 days 5050.2
TCGA-D8-A27I-01A 58 years, female, white, stage:Stage IIIA, alive, 439 days 5038.6
TCGA-OL-A5D6-01A 71 years, female, black or african american, stage:Stage IIA, dead, 1104 days 5037.2
TCGA-LL-A5YP-01A 49 years, female, black or african american, stage:Stage IIB, alive, 450 days 5018.9
TCGA-C8-A137-01A 34 years, female, asian, stage:Stage IIB, alive, 379 days 5015.0
TCGA-BH-A0H0-01A 69 years, female, white, stage:Stage IA, alive, 461 days 5000.5
TCGA-E2-A1B5-01A 46 years, female, white, stage:Stage IIA, alive, 984 days 4999.1
TCGA-EW-A1P0-01A 55 years, female, white, stage:Stage IIB, alive, 1251 days 4994.9
TCGA-C8-A12V-01A 55 years, female, asian, stage:Stage IIA, alive, 385 days 4985.8
TCGA-LL-A740-01A 61 years, female, black or african american, stage:Stage IA, alive, 441 days 4985.2
TCGA-E9-A5FK-01A 60 years, female, white, stage:Stage IIIC, alive, 812 days 4974.1
TCGA-B6-A0WV-01A 67 years, female, white, stage:Stage IIB, dead, 2417 days 4972.7
TCGA-A7-A3IY-01A 71 years, female, white, stage:Stage I, alive, 345 days 4972.5
TCGA-AO-A12A-01A 47 years, female, white, stage:Stage IIA, alive, 3112 days 4970.9
TCGA-D8-A1JP-01A 73 years, female, white, stage:Stage IA, alive, 639 days 4968.5
TCGA-OL-A66K-01A 72 years, female, white, stage:Stage IIA, dead, 1275 days 4967.8
TCGA-E2-A14X-01A 55 years, female, black or african american, stage:Stage IIIA, alive, 972 days 4959.7
TCGA-A8-A0A2-01A 66 years, female, stage:Stage IIA, alive, 579 days 4958.9
TCGA-BH-A0C0-01A 62 years, female, white, stage:Stage IIA, alive, 1270 days 4946.7
TCGA-A2-A25C-01A 50 years, female, white, stage:Stage IIB, alive, 523 days 4940.5
TCGA-A1-A0SN-01A 50 years, female, white, stage:Stage IIA, alive, 1196 days 4940.2
TCGA-BH-A18F-01A 50 years, female, white, stage:Stage IIA, alive, 1001 days 4940.1
TCGA-BH-A1EV-01A 45 years, female, white, stage:Stage IIIA, dead, 365 days 4930.5
TCGA-E9-A22D-01A 38 years, female, white, stage:Stage IIA, alive, 1248 days 4929.4
TCGA-BH-A0BP-01A 76 years, female, white, stage:Stage I, dead, 2296 days 4926.9
TCGA-BH-A0DL-01A 64 years, female, white, stage:Stage IIA, alive, 2381 days 4926.5
TCGA-EW-A6S9-01A 34 years, female, black or african american, stage:Stage IIA, alive, 463 days 4924.9
TCGA-AR-A1AL-01A 60 years, female, white, stage:Stage IIIA, alive, 2971 days 4918.2
TCGA-5T-A9QA-01A 52 years, female, black or african american, stage:Stage IIA, alive, 303 days 4916.3
TCGA-A2-A0CL-01A 37 years, female, black or african american, stage:Stage IIIA, alive, 3015 days 4904.5
TCGA-E9-A1QZ-01A 61 years, female, white, stage:Stage IIA, alive, 755 days 4904.2
TCGA-3C-AALI-01A 50 years, female, black or african american, stage:Stage IIB, alive, 4005 days 4903.1
TCGA-A8-A07E-01A 81 years, female, stage:Stage X, alive, 608 days 4895.6
TCGA-BH-A0DE-01A 62 years, female, white, stage:Stage IIA, alive, 2372 days 4892.3
TCGA-AR-A5QP-01A 54 years, female, white, stage:Stage IIB, alive, 1185 days 4883.7
TCGA-PL-A8LY-01A 30 years, female, black or african american, stage:Stage IIB, alive, 8 days 4877.6
TCGA-GM-A5PX-01A 65 years, female, white, stage:Stage IIB, alive, 551 days 4876.1
TCGA-B6-A0IB-01A 64 years, female, white, stage:Stage IV, dead, 3941 days 4869.8
TCGA-A8-A06R-01A 69 years, female, stage:Stage IIB, alive, 547 days 4860.5
TCGA-B6-A0WS-01A 58 years, female, black or african american, stage:Stage X, dead, 2965 days 4859.2
TCGA-B6-A1KN-01A 57 years, female, white, stage:Stage IIIB, alive, 4233 days 4858.3
TCGA-C8-A12L-01A 67 years, female, asian, stage:Stage IIA, alive, 363 days 4856.8
TCGA-5L-AAT1-01A 63 years, female, white, stage:Stage IV, alive, 1471 days 4855.9
TCGA-E9-A1N5-01A 45 years, female, white, stage:Stage IIB, alive, 1120 days 4847.9
TCGA-A2-A0ST-01A 62 years, female, white, stage:Stage IIA, alive, 3017 days 4846.9
TCGA-EW-A1PB-01A 70 years, female, black or african american, stage:Stage IIIA, alive, 608 days 4845.4
TCGA-A7-A13F-01A 44 years, female, white, stage:Stage IIIA, alive, 765 days 4834.7
TCGA-E2-A10E-01A 64 years, female, white, stage:Stage IIA, alive, 865 days 4833.1
TCGA-B6-A0IH-01A 81 years, female, white, stage:Stage IIIA, dead, 2965 days 4832.4
TCGA-AC-A62X-01A 72 years, female, black or african american, stage:Stage IIA, alive, 417 days 4830.7
TCGA-AQ-A0Y5-01A 70 years, female, white, stage:Stage IIIA, dead, 172 days 4828.5
TCGA-AR-A2LM-01A 49 years, female, white, stage:Stage II, alive, 1935 days 4828.2
TCGA-A2-A3XZ-01A 46 years, female, black or african american, stage:Stage I, alive, 1532 days 4828.1
TCGA-A2-A0CU-01A 73 years, female, white, stage:Stage IIA, dead, 158 days 4825.9
TCGA-AC-A23C-01A 62 years, female, white, stage:Stage IIB, alive, 585 days 4823.4
TCGA-LL-A9Q3-01A 69 years, female, white, stage:Stage IIIC, alive, 532 days 4804.9
TCGA-E2-A14R-01A 62 years, female, white, stage:Stage IIA, alive, 1174 days 4799.9
TCGA-AR-A1AP-01A 80 years, female, white, stage:Stage I, alive, 2856 days 4787.1
TCGA-B6-A0IJ-01A 42 years, female, black or african american, stage:Stage IIB, alive, 7106 days 4786.5
TCGA-E2-A1IG-01A 45 years, female, white, stage:Stage IIB, alive, 2140 days 4784.0
TCGA-AN-A0XS-01A 63 years, female, white, stage:Stage IIIA, alive, 10 days 4779.7
TCGA-BH-A1FD-01A 68 years, female, white, stage:Stage I, dead, 1009 days 4774.1
TCGA-A8-A093-01A 61 years, female, stage:Stage IIA, alive, 546 days 4772.7
TCGA-A1-A0SG-01A 61 years, female, white, stage:Stage IIB, alive, 434 days 4772.6
TCGA-B6-A40C-01A 51 years, female, white, stage:Stage IIB, alive, 2164 days 4770.1
TCGA-A1-A0SD-01A 59 years, female, white, stage:Stage IIA, alive, 437 days 4770.0
TCGA-AR-A254-01A 50 years, female, white, stage:Stage IIIA, alive, 2605 days 4769.4
TCGA-E9-A54Y-01A 63 years, female, white, stage:Stage IIIA, alive, 725 days 4763.9
TCGA-B6-A0IQ-01A 40 years, female, white, stage:Stage IIIA, alive, 4285 days 4761.2
TCGA-AO-A03O-01A 69 years, female, black or african american, stage:Stage IIA, dead, 2483 days 4755.5
TCGA-AO-A12D-01A 43 years, female, white, stage:Stage IIA, alive, 2515 days 4754.5
TCGA-A8-A07W-01A 76 years, female, stage:Stage IV, alive, 304 days 4751.4
TCGA-E9-A1N4-01A 41 years, female, white, stage:Stage IIIA, alive, 1000 days 4748.0
TCGA-A2-A0T4-01A 62 years, female, white, stage:Stage IIA, alive, 624 days 4732.9
TCGA-AN-A0FD-01A 71 years, female, white, stage:Stage IIA, alive, 196 days 4728.8
TCGA-BH-A1ES-01A 35 years, female, white, stage:Stage IIB, dead, 3462 days 4727.2
TCGA-AN-A0FF-01A 32 years, female, white, stage:Stage IA, alive, 172 days 4720.4
TCGA-AC-A8OQ-01A 72 years, female, black or african american, stage:Stage IIB, alive, 34 days 4719.0
TCGA-E9-A1NA-01A 58 years, female, white, stage:Stage IIA, alive, 1112 days 4707.3
TCGA-OL-A97C-01A 67 years, female, black or african american, stage:Stage IIB, alive, 271 days 4703.9
TCGA-BH-A0BF-01A 56 years, female, white, stage:Stage IIB, dead, 1324 days 4703.0
TCGA-C8-A8HR-01A 49 years, female, asian, stage:Stage IIIA, alive, 408 days 4697.4
TCGA-AC-A62V-01A 58 years, male, black or african american, stage:Stage IV, dead, 348 days 4691.3
TCGA-BH-A18Q-01A 56 years, female, white, stage:Stage IIB, dead, 1692 days 4691.1
TCGA-AC-A3W7-01A 66 years, female, white, stage:Stage IIB, alive, 471 days 4683.8
TCGA-BH-A0AZ-01A 47 years, female, white, stage:Stage IIIA, alive, 1919 days 4680.6
TCGA-BH-A0W4-01A 46 years, female, white, stage:Stage IIA, alive, 759 days 4679.9
TCGA-BH-A18P-01A 60 years, female, white, stage:Stage I, dead, 921 days 4671.2
TCGA-PE-A5DD-01A 64 years, female, asian, stage:Stage IIA, alive, 1953 days 4669.3
TCGA-XX-A899-01A 46 years, female, white, stage:Stage IIIA, alive, 467 days 4668.5
TCGA-C8-A274-01A 63 years, female, asian, stage:Stage IIA, alive, 508 days 4666.8
TCGA-E2-A1B1-01A 45 years, female, white, stage:Stage IIB, alive, 2653 days 4662.2
TCGA-E2-A1IO-01A 37 years, female, white, stage:Stage I, alive, 1855 days 4661.8
TCGA-EW-A3U0-01A 61 years, female, black or african american, stage:Stage IIIA, alive, 532 days 4646.8
TCGA-A7-A0D9-01A 37 years, female, white, stage:Stage IIA, alive, 1139 days 4644.8
TCGA-A2-A0T1-01A 55 years, female, american indian or alaska native, stage:Stage IIIC, alive, 521 days 4644.2
TCGA-C8-A27B-01A 48 years, female, asian, stage:Stage IIB, alive, 439 days 4631.8
TCGA-A7-A425-01A 70 years, female, white, stage:Stage IIIC, alive, 447 days 4626.3
TCGA-AR-A2LQ-01A 59 years, female, white, stage:Stage IIB, alive, 1233 days 4624.1
TCGA-LD-A9QF-01A 73 years, female, black or african american, stage:Stage IA, alive, 323 days 4618.7
TCGA-LL-A441-01A 62 years, female, black or african american, stage:Stage IA, alive, 996 days 4618.6
TCGA-3C-AALK-01A 52 years, female, black or african american, stage:Stage IA, alive, 1448 days 4618.0
TCGA-AR-A0TW-01A 50 years, female, white, stage:Stage IIIA, alive, 3009 days 4615.5
TCGA-OK-A5Q2-01A 59 years, female, stage:Stage II, alive, 64 days 4606.9
TCGA-AR-A250-01A 58 years, female, white, stage:Stage IIA, alive, 2707 days 4598.8
TCGA-A7-A0CH-01A 79 years, female, white, stage:Stage IIA, alive, 1079 days 4589.6
TCGA-BH-A0AW-01A 56 years, female, white, stage:Stage IIA, alive, 622 days 4585.9
TCGA-C8-A12X-01A 62 years, female, asian, stage:Stage IIB, alive, 385 days 4583.4
TCGA-OL-A66J-01A 80 years, female, white, stage:Stage I, alive, 1996 days 4575.3
TCGA-A2-A25B-01A 39 years, female, black or african american, stage:Stage IIB, alive, 1291 days 4573.4
TCGA-LL-A5YN-01A 46 years, female, black or african american, stage:Stage IIA, alive, 447 days 4570.5
TCGA-AQ-A1H3-01A 49 years, female, white, stage:Stage IIIC, alive, 989 days 4564.4
TCGA-BH-A202-01A 60 years, female, white, stage:Stage II, alive, 795 days 4564.1
TCGA-E9-A54X-01A 85 years, female, white, stage:Stage IA, alive, 727 days 4557.8
TCGA-A8-A0A1-01A 84 years, female, stage:Stage IIA, alive, 365 days 4556.7
TCGA-BH-A0DI-01A 63 years, female, white, stage:Stage IIB, alive, 912 days 4554.6
TCGA-AC-A2QI-01A 76 years, female, white, stage:Stage IIIA, alive, 588 days 4553.4
TCGA-BH-A0BW-01A 71 years, female, black or african american, stage:Stage I, alive, 2371 days 4552.6
TCGA-E9-A24A-01A 69 years, female, white, stage:Stage IIA, alive, 747 days 4552.6
TCGA-D8-A1XW-01A 53 years, female, white, stage:Stage IIA, alive, 1309 days 4550.5
TCGA-GM-A2DN-01A 58 years, female, white, stage:Stage IIA, alive, 3091 days 4549.7
TCGA-E9-A1NE-01A 28 years, female, white, stage:Stage IIB, alive, 1088 days 4548.8
TCGA-AO-A0JE-01A 53 years, female, black or african american, stage:Stage IIIA, alive, 2335 days 4539.7
TCGA-AR-A0TT-01A 53 years, female, black or african american, stage:Stage IIIA, alive, 3316 days 4535.9
TCGA-D8-A27G-01A 75 years, female, white, stage:Stage IIA, alive, 409 days 4531.7
TCGA-BH-A18U-01A 72 years, female, white, stage:Stage IIIA, dead, 1563 days 4529.4
TCGA-A1-A0SO-01A 67 years, female, white, stage:Stage IIB, alive, 852 days 4526.1
TCGA-A2-A0YH-01A 53 years, female, white, stage:Stage IIIA, alive, 659 days 4513.3
TCGA-BH-A0HF-01A 77 years, female, white, stage:Stage IA, alive, 727 days 4511.3
TCGA-S3-A6ZF-01A 64 years, female, black or african american, stage:Stage IIA, alive, 572 days 4509.9
TCGA-B6-A0RI-01A 44 years, female, white, stage:Stage IIIB, alive, 7126 days 4509.0
TCGA-A7-A26G-01A 50 years, female, black or african american, stage:Stage IIA, alive, 722 days 4506.4
TCGA-A2-A4RY-01A 46 years, female, white, stage:Stage IIIC, alive, 648 days 4503.3
TCGA-AR-A24P-01A 47 years, female, white, stage:Stage I, alive, 84 days 4493.8
TCGA-D8-A27L-01A 49 years, female, white, stage:Stage IIIA, alive, 499 days 4490.5
TCGA-AR-A5QM-01A 62 years, female, white, stage:Stage IIA, alive, 2231 days 4487.7
TCGA-D8-A1JH-01A 56 years, female, white, stage:Stage IA, alive, 426 days 4486.3
TCGA-E9-A2JT-01A 63 years, female, white, stage:Stage IIA, alive, 288 days 4484.0
TCGA-BH-A1EN-01A 78 years, female, white, stage:Stage IIA, dead, 2127 days 4483.8
TCGA-A8-A084-01A 81 years, female, stage:Stage IIB, alive, 458 days 4483.3
TCGA-A1-A0SP-01A 40 years, female, stage:Stage IIA, alive, 584 days 4483.0
TCGA-AR-A2LJ-01A 40 years, female, white, stage:Stage IIIA, alive, 2632 days 4482.4
TCGA-BH-A1EW-01A 38 years, female, white, stage:Stage IIA, dead, 1694 days 4480.1
TCGA-EW-A6SC-01A 60 years, female, black or african american, stage:Stage IIA, alive, 952 days 4478.4
TCGA-LQ-A4E4-01A 73 years, female, white, stage:Stage IIIA, alive, 849 days 4470.7
TCGA-C8-A135-01A 64 years, female, asian, stage:Stage IIB, alive, 393 days 4461.6
TCGA-OL-A66P-01A 75 years, female, black or african american, stage:Stage IIA, alive, 428 days 4461.5
TCGA-E2-A10B-01A 67 years, female, white, stage:Stage IIB, alive, 1141 days 4461.5
TCGA-E2-A574-01A 44 years, female, black or african american, stage:Stage IIA, alive, 1179 days 4455.8
TCGA-A2-A259-01A 70 years, female, black or african american, stage:Stage I, alive, 1596 days 4451.0
TCGA-E2-A15I-01A 44 years, female, white, stage:Stage IIA, alive, 1692 days 4450.6
TCGA-B6-A0RP-01A 73 years, female, white, stage:'--, dead, 3126 days 4446.9
TCGA-BH-A1FH-01A 47 years, female, white, stage:Stage IV, dead, 1034 days 4443.0
TCGA-AN-A0FK-01A 88 years, female, white, stage:Stage IIIB, alive, 213 days 4441.4
TCGA-A8-A09N-01A 57 years, female, stage:Stage IIIC, alive, 31 days 4432.1
TCGA-AC-A3HN-01A 87 years, female, white, stage:Stage IIB, alive, 496 days 4428.0
TCGA-AR-A24N-01A 54 years, female, white, stage:Stage I, alive, 3035 days 4427.9
TCGA-W8-A86G-01A 66 years, female, white, stage:Stage IIA, alive, 347 days 4417.9
TCGA-AQ-A7U7-01A 55 years, female, white, stage:Stage IIIA, dead, 584 days 4413.0
TCGA-GM-A3XG-01A 46 years, female, white, stage:Stage IIIA, alive, 1330 days 4405.0
TCGA-AO-A1KS-01A 69 years, female, white, stage:Stage IIA, alive, 350 days 4404.6
TCGA-BH-A0HI-01A 78 years, female, white, stage:Stage IA, alive, 620 days 4397.9
TCGA-GI-A2C9-01A 58 years, female, black or african american, stage:Stage IIB, alive, 3342 days 4397.6
TCGA-LL-A50Y-01A 84 years, female, white, stage:Stage IIA, alive, 762 days 4397.4
TCGA-D8-A3Z6-01A 56 years, female, white, stage:Stage IIIC, alive, 563 days 4388.4
TCGA-JL-A3YX-01A 46 years, female, asian, stage:Stage IIA, alive, 352 days 4385.7
TCGA-A7-A4SB-01A 56 years, female, white, stage:Stage IIIA, alive, 418 days 4381.7
TCGA-E9-A1RC-01A 56 years, female, white, stage:Stage IIIC, alive, 1224 days 4372.1
TCGA-A8-A07S-01A 73 years, female, stage:Stage IIA, alive, 243 days 4363.7
TCGA-BH-A0B0-01A 56 years, female, black or african american, stage:Stage I, alive, 2477 days 4361.0
TCGA-OL-A5D7-01A 70 years, female, black or african american, stage:Stage IIA, alive, 1780 days 4360.5
TCGA-A8-A07O-01A 51 years, female, stage:Stage IIA, alive, 304 days 4360.1
TCGA-D8-A1XS-01A 48 years, male, white, stage:Stage IIIC, alive, 496 days 4355.8
TCGA-B6-A0WY-01A 40 years, female, white, stage:Stage IIIA, dead, 3461 days 4350.2
TCGA-A2-A0ES-01A 52 years, female, white, stage:Stage IIA, alive, 2190 days 4344.9
TCGA-AN-A0FY-01A 55 years, female, white, stage:Stage IA, alive, 10 days 4340.3
TCGA-A1-A0SB-01A 70 years, female, white, stage:Stage I, alive, 259 days 4333.9
TCGA-OL-A5DA-01A 61 years, female, white, stage:Stage IIA, alive, 1783 days 4332.2
TCGA-BH-A0H3-01A 46 years, female, white, stage:Stage I, alive, 1928 days 4331.8
TCGA-D8-A1XM-01A 57 years, female, white, stage:Stage IA, alive, 538 days 4325.0
TCGA-B6-A0RG-01A 26 years, female, white, stage:Stage IIB, alive, 2082 days 4318.1
TCGA-A8-A08A-01A 89 years, female, stage:Stage I, alive, 30 days 4313.9
TCGA-AR-A24H-01A 65 years, female, white, stage:Stage IIA, alive, 4894 days 4313.5
TCGA-E2-A14T-01A 52 years, female, white, stage:Stage IIA, alive, 2311 days 4302.9
TCGA-AO-A03V-01A 41 years, female, white, stage:Stage I, alive, 1351 days 4301.5
TCGA-BH-A1FB-01A 60 years, female, white, stage:Stage IIB, dead, 3669 days 4300.6
TCGA-C8-A1HK-01A 53 years, female, asian, stage:Stage IIB, alive, 366 days 4286.8
TCGA-A2-A3KC-01A 55 years, female, black or african american, stage:Stage IIB, alive, 1102 days 4277.8
TCGA-LL-A5YO-01A 50 years, female, black or african american, stage:Stage IA, alive, 440 days 4277.4
TCGA-A8-A09X-01A 62 years, female, stage:Stage IIIC, dead, 426 days 4274.9
TCGA-C8-A26V-01A 47 years, female, asian, stage:Stage IIIA, alive, 616 days 4268.8
TCGA-LD-A74U-01A 79 years, female, white, stage:Stage IIIC, alive, 402 days 4257.3
TCGA-AC-A6IX-01A 49 years, female, white, stage:Stage IIIC, alive, 373 days 4257.2
TCGA-EW-A1OV-01A 56 years, female, white, stage:Stage IIB, alive, 789 days 4252.8
TCGA-B6-A402-01A 47 years, female, black or african american, stage:Stage I, alive, 2281 days 4252.4
TCGA-A2-A4S2-01A 62 years, female, white, stage:Stage IIIA, alive, 643 days 4252.3
TCGA-A2-A0CO-01A 85 years, female, white, stage:Stage IIB, dead, 1468 days 4241.3
TCGA-AR-A24L-01A 26 years, female, white, stage:Stage IIB, dead, 2866 days 4240.3
TCGA-BH-A0H5-01A 45 years, female, white, stage:Stage I, alive, 1620 days 4234.4
TCGA-D8-A27F-01A 40 years, female, white, stage:Stage IIA, alive, 488 days 4232.9
TCGA-BH-A0W5-01A 77 years, female, white, stage:Stage IIA, alive, 1288 days 4227.9
TCGA-BH-A0HN-01A 67 years, female, white, stage:Stage IA, alive, 516 days 4227.3
TCGA-AR-A24R-01A 45 years, female, white, stage:Stage IIIA, alive, 3430 days 4221.4
TCGA-AR-A1AT-01A 62 years, female, white, stage:Stage IIA, dead, 1272 days 4219.6
TCGA-BH-A0B6-01A 47 years, female, white, stage:Stage I, alive, 2483 days 4217.0
TCGA-B6-A0IE-01A 38 years, female, black or african american, stage:Stage IIIA, dead, 1993 days 4216.1
TCGA-OL-A5RY-01A 52 years, female, black or african american, stage:Stage IIA, alive, 752 days 4214.7
TCGA-AC-A3QP-01A 79 years, female, white, stage:Stage IIB, alive, 675 days 4212.1
TCGA-AO-A03R-01A 57 years, female, white, stage:Stage IIB, alive, 2091 days 4210.4
TCGA-AR-A2LL-01A 70 years, female, white, stage:Stage IIB, alive, 2012 days 4210.4
TCGA-E9-A1RG-01A 62 years, female, white, stage:Stage IIIA, alive, 647 days 4209.1
TCGA-EW-A1J2-01A 50 years, female, black or african american, stage:'--, alive, 403 days 4207.8
TCGA-A2-A0SY-01A 62 years, female, white, stage:Stage IIIA, alive, 1347 days 4206.1
TCGA-AO-A12E-01A 51 years, female, white, stage:Stage IIB, alive, 2142 days 4199.4
TCGA-E9-A227-01A 42 years, female, white, stage:Stage IIB, alive, 975 days 4186.0
TCGA-C8-A1HI-01A 40 years, female, asian, stage:Stage IIIA, alive, 343 days 4180.7
TCGA-D8-A1XL-01A 34 years, female, white, stage:Stage IIB, alive, 606 days 4179.7
TCGA-D8-A1XU-01A 56 years, female, white, stage:Stage IA, alive, 395 days 4174.7
TCGA-EW-A1J5-01A 59 years, female, white, stage:Stage IIB, alive, 477 days 4170.8
TCGA-E9-A249-01A 45 years, female, white, stage:Stage IIA, alive, 217 days 4170.6
TCGA-AN-A041-01A 29 years, female, white, stage:Stage IIB, alive, 7 days 4170.4
TCGA-LL-A7T0-01A 70 years, female, black or african american, stage:Stage IIB, alive, 376 days 4166.4
TCGA-D8-A27M-01A 59 years, female, white, stage:Stage IA, alive, 410 days 4162.6
TCGA-D8-A13Y-01A 52 years, female, white, stage:Stage IA, alive, 1728 days 4162.3
TCGA-A2-A0SW-01A 82 years, female, white, stage:Stage IV, dead, 1365 days 4162.3
TCGA-A2-A0CK-01A 60 years, female, white, stage:Stage IIIA, alive, 4159 days 4146.7
TCGA-E2-A2P6-01A 77 years, female, stage:Stage IIB, alive, 1051 days 4144.7
TCGA-A8-A0AD-01A 83 years, female, stage:Stage I, alive, 1157 days 4135.1
TCGA-D8-A1X9-01A 66 years, female, white, stage:Stage IIB, alive, 727 days 4134.8
TCGA-E9-A1RD-01A 67 years, female, white, stage:Stage IIA, alive, 34 days 4132.3
TCGA-AR-A1AX-01A 64 years, female, white, stage:Stage I, alive, 2629 days 4129.7
TCGA-A1-A0SE-01A 56 years, female, white, stage:Stage I, alive, 1321 days 4119.7
TCGA-E9-A22H-01A 42 years, female, white, stage:Stage IIB, alive, 1232 days 4118.7
TCGA-AN-A0XL-01A 61 years, female, white, stage:Stage IIA, alive, 163 days 4113.7
TCGA-AR-A0U0-01A 73 years, female, white, stage:Stage IIB, alive, 1988 days 4110.5
TCGA-BH-A0EA-01A 72 years, female, white, stage:Stage IIA, dead, 991 days 4107.2
TCGA-A7-A6VW-01A 48 years, female, black or african american, stage:Stage IIA, alive, 285 days 4103.0
TCGA-BH-A8FZ-01A 58 years, female, white, stage:Stage IA, alive, 574 days 4102.5
TCGA-A8-A09D-01A 47 years, female, stage:Stage IIB, alive, 1522 days 4101.2
TCGA-E9-A1R6-01A 63 years, female, white, stage:Stage IIA, alive, 339 days 4100.7
TCGA-S3-AA10-01A 65 years, female, black or african american, stage:Stage IIA, alive, 586 days 4100.4
TCGA-A2-A0EU-01A 79 years, female, white, stage:Stage IA, alive, 1043 days 4092.1
TCGA-D8-A1XR-01A 56 years, female, white, stage:Stage IIB, alive, 482 days 4083.1
TCGA-AR-A1AV-01A 68 years, male, white, stage:Stage IIB, alive, 1864 days 4081.4
TCGA-A8-A07U-01A 66 years, female, stage:Stage IIIA, alive, 760 days 4077.5
TCGA-D8-A27K-01A 47 years, female, white, stage:Stage IIB, alive, 1461 days 4076.5
TCGA-BH-A0DK-01A 49 years, female, white, stage:Stage IIA, alive, 423 days 4071.1
TCGA-A2-A3XU-01A 35 years, female, black or african american, stage:Stage IIB, dead, 912 days 4066.1
TCGA-A7-A4SC-01A 62 years, female, white, stage:Stage IIB, alive, 446 days 4063.8
TCGA-D8-A73X-01A 53 years, female, white, stage:Stage IIA, alive, 767 days 4060.0
TCGA-AR-A2LO-01A 46 years, female, white, stage:Stage IIB, alive, 1198 days 4056.1
TCGA-A7-A4SA-01A 40 years, female, white, stage:Stage IIB, alive, 454 days 4055.7
TCGA-D8-A1JU-01A 51 years, female, white, stage:Stage IA, alive, 447 days 4053.9
TCGA-GI-A2C8-01A 63 years, female, white, stage:Stage IIIB, alive, 225 days 4053.2
TCGA-A2-A0EQ-01A 64 years, female, black or african american, stage:Stage IIA, alive, 2426 days 4052.4
TCGA-D8-A1JD-01A 41 years, female, white, stage:Stage IIB, alive, 552 days 4051.1
TCGA-A2-A25E-01A 34 years, female, black or african american, stage:Stage IIIA, alive, 3204 days 4048.1
TCGA-AR-A1AN-01A 46 years, female, white, stage:Stage IIA, alive, 2920 days 4046.7
TCGA-EW-A6SD-01A 32 years, female, black or african american, stage:Stage IIB, alive, 1010 days 4045.8
TCGA-E9-A22B-01A 71 years, female, white, stage:Stage IA, alive, 1167 days 4043.7
TCGA-A2-A0D3-01A 42 years, female, white, stage:Stage IA, alive, 1873 days 4042.9
TCGA-EW-A1OZ-01A 56 years, female, black or african american, stage:Stage IIA, alive, 1229 days 4037.4
TCGA-C8-A3M7-01A 60 years, female, asian, stage:Stage IIIB, dead, 1034 days 4036.6
TCGA-A2-A0YK-01A 61 years, female, white, stage:Stage IIA, alive, 588 days 4035.2
TCGA-BH-A1FJ-01A 66 years, female, white, stage:Stage IIIA, dead, 1927 days 4030.0
TCGA-A7-A13H-01A 61 years, female, white, stage:Stage IIB, alive, 899 days 4023.1
TCGA-E2-A576-01A 69 years, female, black or african american, stage:Stage IA, alive, 1043 days 4012.1
TCGA-A8-A0AB-01A 54 years, female, stage:Stage IIA, alive, 518 days 4001.6
TCGA-E2-A15C-01A 61 years, female, white, stage:Stage I, alive, 694 days 3996.9
TCGA-D8-A1X5-01A 81 years, female, white, stage:Stage IIIC, alive, 565 days 3988.4
TCGA-AR-A0TQ-01A 27 years, female, white, stage:Stage IIIA, alive, 2991 days 3986.4
TCGA-LL-A73Y-01A 67 years, female, black or african american, stage:Stage IA, alive, 477 days 3977.7
TCGA-E9-A22G-01A 47 years, female, white, stage:Stage IIA, alive, 1239 days 3969.6
TCGA-EW-A1IZ-01A 53 years, female, white, stage:Stage IIIA, alive, 554 days 3966.5
TCGA-A8-A0A4-01A 73 years, female, stage:Stage IIA, alive, 396 days 3962.3
TCGA-A8-A08T-01A 64 years, female, stage:Stage IV, dead, 3409 days 3962.0
TCGA-E9-A1R5-01A 63 years, female, white, stage:Stage IA, alive, 92 days 3962.0
TCGA-A8-A08B-01A 52 years, female, stage:Stage IIA, alive, 1156 days 3960.0
TCGA-A2-A0T5-01A 39 years, female, white, stage:Stage IIA, alive, 531 days 3959.8
TCGA-C8-A3M8-01A 68 years, female, asian, stage:Stage IA, alive, 394 days 3951.8
TCGA-E9-A243-01A 52 years, female, white, stage:Stage IIA, alive, 612 days 3950.7
TCGA-D8-A27T-01A 53 years, female, white, stage:Stage IIIC, alive, 398 days 3950.1
TCGA-B6-A0WT-01A 61 years, female, white, stage:Stage IIB, alive, 5739 days 3939.0
TCGA-A7-A5ZW-01A 47 years, female, black or african american, stage:Stage IIA, alive, 326 days 3933.2
TCGA-A1-A0SJ-01A 39 years, female, black or african american, stage:Stage IIIA, alive, 416 days 3932.2
TCGA-LL-A5YM-01A 88 years, female, black or african american, stage:Stage IIIB, alive, 394 days 3922.5
TCGA-BH-A1ET-01A 55 years, female, white, stage:Stage I, dead, 2520 days 3921.9
TCGA-C8-A278-01A 61 years, female, asian, stage:Stage IIIA, alive, 297 days 3919.5
TCGA-A2-A0YI-01A 62 years, female, white, stage:Stage I, alive, 1505 days 3912.1
TCGA-AR-A24X-01A 52 years, female, white, stage:Stage IIA, alive, 3004 days 3911.9
TCGA-B6-A0IP-01A 74 years, female, white, stage:Stage IA, dead, 3926 days 3911.9
TCGA-AO-A0J3-01A 67 years, female, white, stage:Stage IIB, alive, 651 days 3903.4
TCGA-A2-A3KD-01A 47 years, female, white, stage:Stage IIIA, alive, 1206 days 3900.8
TCGA-AR-A2LN-01A 65 years, female, white, stage:Stage IIA, alive, 1161 days 3897.3
TCGA-E2-A15J-01A 51 years, female, white, stage:Stage I, alive, 1640 days 3895.3
TCGA-A2-A1G0-01A 49 years, female, white, stage:Stage IIB, alive, 616 days 3891.8
TCGA-A2-A4S3-01A 59 years, female, black or african american, stage:Stage IIB, alive, 666 days 3889.3
TCGA-AC-A2FO-01A 65 years, female, white, stage:Stage IIB, alive, 2255 days 3877.8
TCGA-EW-A1J1-01A 38 years, female, white, stage:Stage IIB, alive, 575 days 3877.5
TCGA-E2-A15E-01A 40 years, female, white, stage:Stage IIA, alive, 630 days 3873.0
TCGA-B6-A3ZX-01A 50 years, female, black or african american, stage:Stage IV, dead, 1152 days 3871.7
TCGA-A8-A08O-01A 45 years, female, stage:Stage IV, alive, 943 days 3861.9
TCGA-AR-A24M-01A 38 years, female, white, stage:Stage IIIA, alive, 3660 days 3860.0
TCGA-E2-A572-01A 72 years, female, black or african american, stage:Stage IIIA, alive, 1208 days 3858.3
TCGA-E2-A154-01A 68 years, female, white, stage:Stage I, alive, 591 days 3851.2
TCGA-A8-A09R-01A 82 years, female, stage:Stage IIB, alive, 273 days 3848.6
TCGA-AC-A2FB-01A 65 years, female, white, stage:Stage IIA, alive, 1234 days 3845.7
TCGA-BH-A0B1-01A 66 years, female, white, stage:Stage IIB, alive, 1148 days 3843.4
TCGA-A2-A3XT-01A 45 years, female, black or african american, stage:Stage IIB, alive, 2770 days 3837.4
TCGA-AR-A255-01A 62 years, female, white, stage:Stage I, alive, 2161 days 3834.7
TCGA-OL-A5D8-01A 40 years, female, black or african american, stage:Stage IIB, alive, 973 days 3829.5
TCGA-C8-A27A-01A 48 years, female, asian, stage:Stage IIB, alive, 747 days 3824.6
TCGA-PE-A5DC-01A 72 years, female, white, stage:Stage IIIA, dead, 1430 days 3821.1
TCGA-BH-A8FY-01A 87 years, female, white, stage:Stage IA, dead, 295 days 3817.7
TCGA-AC-A2BM-01A 41 years, female, black or african american, stage:Stage IIB, alive, 3022 days 3815.8
TCGA-AR-A5QN-01A 68 years, female, white, stage:Stage IIIC, alive, 1013 days 3814.6
TCGA-AR-A1AK-01A 70 years, female, white, stage:Stage I, alive, 3159 days 3809.9
TCGA-B6-A0I9-01A 62 years, female, white, stage:Stage IV, dead, 362 days 3805.6
TCGA-B6-A0X1-01A 48 years, female, white, stage:'--, dead, 7455 days 3801.4
TCGA-GM-A2DH-01A 58 years, female, white, stage:Stage I, alive, 2193 days 3800.7
TCGA-A7-A6VX-01A 68 years, female, black or african american, stage:Stage IIA, alive, 317 days 3800.4
TCGA-AR-A1AU-01A 39 years, female, white, stage:Stage IIIA, alive, 2868 days 3799.4
TCGA-D8-A27R-01A 41 years, female, white, stage:Stage IIIC, alive, 307 days 3797.4
TCGA-AN-A0FS-01A 55 years, female, white, stage:Stage IA, alive, 210 days 3788.1
TCGA-AR-A1AW-01A 65 years, female, white, stage:Stage IIA, alive, 2632 days 3771.3
TCGA-A2-A0SU-01A 66 years, female, white, stage:Stage IIA, alive, 1662 days 3755.6
TCGA-BH-A18H-01A 63 years, female, white, stage:Stage IA, alive, 652 days 3754.8
TCGA-B6-A0RN-01A 60 years, female, white, stage:Stage IA, alive, 8008 days 3754.7
TCGA-AN-A0AR-01A 55 years, female, white, stage:Stage IIA, alive, 10 days 3745.8
TCGA-AO-A12C-01A 42 years, female, white, stage:Stage IIB, alive, 2372 days 3745.5
TCGA-AO-A03L-01A 34 years, female, asian, stage:Stage IIIA, alive, 2442 days 3744.9
TCGA-BH-AB28-01A 53 years, female, white, stage:Stage IIIA, alive, 287 days 3740.1
TCGA-AN-A0XV-01A 67 years, female, white, stage:Stage IIIA, alive, 162 days 3735.8
TCGA-BH-A42T-01A 75 years, female, black or african american, stage:Stage IIA, dead, 320 days 3731.7
TCGA-AN-A0XR-01A 55 years, female, white, stage:Stage IIIA, alive, 10 days 3727.4
TCGA-AR-A0U3-01A 59 years, female, white, stage:Stage IIB, alive, 4080 days 3724.3
TCGA-D8-A147-01A 45 years, female, white, stage:'--, alive, 584 days 3723.4
TCGA-S3-AA11-01A 67 years, female, black or african american, stage:Stage IIA, alive, 421 days 3722.5
TCGA-BH-A18L-01A 50 years, female, white, stage:Stage IIIA, dead, 811 days 3721.3
TCGA-AN-A0FW-01A 67 years, female, white, stage:Stage IIIA, alive, 11 days 3721.1
TCGA-AR-A0TX-01A 64 years, female, stage:Stage IIA, alive, 1972 days 3720.0
TCGA-A2-A0EM-01A 73 years, female, white, stage:Stage IA, alive, 3094 days 3716.8
TCGA-A2-A0SX-01A 48 years, female, white, stage:Stage IA, alive, 1534 days 3713.4
TCGA-B6-A0RQ-01A 68 years, female, white, stage:Stage IIB, dead, 4267 days 3711.2
TCGA-AO-A0JJ-01A 54 years, female, white, stage:Stage IIB, alive, 1887 days 3706.1
TCGA-E2-A1LB-01A 41 years, female, black or african american, stage:Stage IIB, alive, 2306 days 3701.3
TCGA-D8-A4Z1-01A 68 years, female, white, stage:Stage IA, alive, 659 days 3699.1
TCGA-AN-A0XP-01A 69 years, female, white, stage:Stage IIIA, alive, 9 days 3696.7
TCGA-AC-A6NO-01A 43 years, female, black or african american, stage:Stage IIB, alive, 51 days 3692.5
TCGA-HN-A2OB-01A 45 years, female, stage:Stage IIB, dead, 1900 days 3689.9
TCGA-D8-A1XA-01A 64 years, female, white, stage:Stage IA, alive, 839 days 3687.8
TCGA-AR-A252-01A 50 years, female, white, stage:Stage I, alive, 2838 days 3687.1
TCGA-A8-A0A6-01A 64 years, female, stage:Stage IIIC, alive, 640 days 3681.6
TCGA-A8-A0A7-01A 57 years, female, stage:Stage IIB, alive, 30 days 3674.5
TCGA-AR-A2LR-01A 49 years, female, white, stage:Stage I, alive, 1742 days 3672.8
TCGA-D8-A1JB-01A 54 years, female, white, stage:Stage IIB, alive, 1688 days 3671.2
TCGA-BH-A8G0-01A 54 years, female, white, stage:Stage IIB, alive, 662 days 3656.7
TCGA-OL-A5RX-01A 51 years, female, black or african american, stage:Stage IA, alive, 878 days 3652.8
TCGA-LL-A8F5-01A 61 years, female, black or african american, stage:Stage IIA, alive, 596 days 3652.0
TCGA-E9-A247-01A 59 years, female, white, stage:Stage IA, alive, 1186 days 3648.8
TCGA-EW-A1J6-01A 70 years, female, white, stage:Stage I, alive, 875 days 3641.8
TCGA-AR-A0TY-01A 54 years, female, white, stage:Stage IIA, dead, 1699 days 3634.1
TCGA-AR-A0TZ-01A 43 years, female, white, stage:'--, dead, 3262 days 3630.5
TCGA-D8-A1X8-01A 62 years, female, white, stage:Stage IIIA, alive, 783 days 3620.9
TCGA-A7-A426-01A 50 years, female, white, stage:Stage IIIC, alive, 364 days 3618.9
TCGA-E2-A1II-01A 51 years, female, white, stage:Stage I, alive, 1025 days 3615.7
TCGA-E2-A15F-01A 64 years, female, white, stage:Stage I, alive, 658 days 3612.3
TCGA-E2-A15G-01A 76 years, female, white, stage:Stage IIA, alive, 554 days 3602.8
TCGA-B6-A0IN-01A 45 years, female, white, stage:Stage X, dead, 2573 days 3599.8
TCGA-A7-A5ZX-01A 48 years, female, white, stage:Stage IIIC, alive, 336 days 3598.7
TCGA-A8-A082-01A 58 years, female, stage:Stage IIB, alive, 549 days 3594.5
TCGA-A2-A3XV-01A 46 years, female, black or african american, stage:Stage IIA, alive, 996 days 3593.9
TCGA-E2-A106-01A 34 years, female, asian, stage:Stage IB, alive, 2541 days 3591.3
TCGA-E2-A1AZ-01A 63 years, female, white, stage:Stage IIB, alive, 2329 days 3589.6
TCGA-D8-A1X7-01A 40 years, female, white, stage:Stage IIA, alive, 509 days 3585.0
TCGA-AO-A0JF-01A 68 years, female, white, stage:Stage IIA, alive, 1980 days 3573.5
TCGA-BH-A0DH-01A 63 years, female, white, stage:Stage IIB, alive, 1156 days 3567.8
TCGA-A7-A0CG-01A 78 years, female, white, stage:Stage IIA, alive, 1043 days 3564.5
TCGA-B6-A408-01A 55 years, female, black or african american, stage:Stage IIIC, alive, 2072 days 3563.8
TCGA-A8-A086-01A 59 years, female, stage:Stage IIA, alive, 396 days 3556.6
TCGA-BH-A0HY-01A 60 years, female, white, stage:Stage I, alive, 1545 days 3543.2
TCGA-D8-A1Y0-01A 65 years, female, white, stage:Stage IIIA, alive, 472 days 3542.6
TCGA-A2-A0EW-01A 53 years, female, white, stage:Stage IIIC, dead, 1884 days 3541.8
TCGA-AC-A3YJ-01A 66 years, female, white, stage:Stage IIA, alive, 754 days 3516.7
TCGA-A7-A5ZV-01A 62 years, female, black or african american, stage:Stage IIA, alive, 368 days 3514.8
TCGA-EW-A1PE-01A 56 years, female, white, stage:Stage IIA, alive, 320 days 3510.0
TCGA-D8-A1XO-01A 56 years, female, white, stage:Stage IIB, alive, 1682 days 3508.7
TCGA-AN-A0AK-01A 76 years, female, white, stage:Stage IIA, alive, 224 days 3505.4
TCGA-E2-A1LG-01A 50 years, female, black or african american, stage:Stage IIA, alive, 1523 days 3500.1
TCGA-GM-A3XL-01A 49 years, female, black or african american, stage:Stage IIA, alive, 2108 days 3496.2
TCGA-AC-A2FG-01A 79 years, female, white, stage:Stage IIB, alive, 1853 days 3492.0
TCGA-UL-AAZ6-01A 73 years, female, black or african american, stage:Stage IIA, alive, 518 days 3482.8
TCGA-BH-A0AU-01A 45 years, female, white, stage:Stage IIA, alive, 1914 days 3479.0
TCGA-AO-A0JD-01A 59 years, female, white, stage:Stage IIIA, alive, 2190 days 3476.5
TCGA-D8-A1XD-01A 36 years, female, white, stage:Stage IIIA, alive, 522 days 3474.8
TCGA-A8-A07Z-01A 85 years, female, stage:Stage IIA, alive, 1371 days 3472.5
TCGA-A2-A3Y0-01A 57 years, female, black or african american, stage:Stage IIB, alive, 1546 days 3468.0
TCGA-E2-A155-01A 58 years, female, white, stage:Stage IIB, alive, 640 days 3465.6
TCGA-E2-A3DX-01A 43 years, female, white, stage:Stage IIIC, alive, 1325 days 3463.1
TCGA-BH-A28Q-01A 46 years, female, white, stage:Stage IIB, alive, 1119 days 3461.1
TCGA-BH-A0HP-01A 65 years, female, white, stage:Stage IIIA, alive, 414 days 3461.0
TCGA-D8-A73U-01A 88 years, female, white, stage:Stage IIA, alive, 492 days 3457.2
TCGA-BH-A1EU-01A 83 years, female, white, stage:Stage I, dead, 1286 days 3456.9
TCGA-MS-A51U-01A 44 years, female, white, stage:Stage IIB, alive, 681 days 3446.0
TCGA-BH-A28O-01A 50 years, female, white, stage:Stage IIIC, alive, 1120 days 3439.5
TCGA-B6-A0IM-01A 75 years, female, black or african american, stage:Stage IIB, dead, 3873 days 3438.9
TCGA-AC-A8OS-01A 71 years, female, white, stage:Stage IIA, alive, 70 days 3435.7
TCGA-AC-A6IV-01A 47 years, female, white, stage:Stage IIB, alive, 568 days 3431.6
TCGA-A7-A4SF-01A 54 years, female, black or african american, stage:Stage IIA, alive, 545 days 3427.7
TCGA-AR-A1AM-01A 52 years, female, white, stage:Stage IIIA, alive, 2991 days 3421.1
TCGA-D8-A27V-01A 62 years, female, white, stage:Stage IIA, alive, 381 days 3419.7
TCGA-E9-A248-01A 51 years, female, white, stage:Stage IIA, alive, 59 days 3415.1
TCGA-EW-A1P5-01A 77 years, female, white, stage:Stage IIB, alive, 703 days 3413.5
TCGA-E9-A295-01A 71 years, female, white, stage:Stage IIA, alive, 375 days 3388.2
TCGA-A8-A08G-01A 41 years, female, stage:Stage IIA, alive, 607 days 3357.9
TCGA-GM-A3NW-01A 63 years, female, white, stage:Stage IIA, alive, 3361 days 3352.2
TCGA-EW-A1PD-01A 61 years, male, white, stage:Stage IIA, alive, 424 days 3351.3
TCGA-OL-A5RZ-01A 57 years, female, black or african american, stage:Stage IA, alive, 679 days 3350.9
TCGA-A2-A0YC-01A 59 years, female, white, stage:Stage IIB, alive, 990 days 3344.7
TCGA-A7-A13E-01A 62 years, female, white, stage:Stage IIB, dead, 614 days 3334.7
TCGA-A8-A09V-01A 51 years, female, stage:Stage IIA, alive, 457 days 3331.8
TCGA-A2-A1FV-01A 74 years, female, white, stage:Stage IIB, alive, 714 days 3330.0
TCGA-A2-A0CW-01A 67 years, female, white, stage:Stage IIB, alive, 3283 days 3326.4
TCGA-EW-A1P6-01A 64 years, female, white, stage:Stage IIB, alive, 562 days 3324.3
TCGA-BH-A0BA-01A 51 years, female, white, stage:Stage IIIC, alive, 1132 days 3313.8
TCGA-A7-A0CJ-01A 57 years, female, white, stage:Stage IIA, alive, 931 days 3313.0
TCGA-AN-A0FZ-01A 45 years, female, white, stage:Stage IIIA, alive, 10 days 3312.6
TCGA-AR-A251-01A 51 years, female, white, stage:Stage IIIA, alive, 3030 days 3296.8
TCGA-D8-A1Y3-01A 61 years, female, white, stage:Stage IIIA, alive, 430 days 3295.3
TCGA-A2-A0D1-01A 76 years, female, white, stage:Stage IIA, alive, 1051 days 3292.3
TCGA-A2-A1G4-01A 71 years, female, white, stage:Stage IIIA, alive, 595 days 3280.3
TCGA-E2-A1L7-01A 40 years, female, white, stage:Stage IIIA, alive, 1836 days 3276.6
TCGA-EW-A1PA-01A 59 years, female, white, stage:Stage IIB, alive, 575 days 3273.5
TCGA-A2-A0YL-01A 48 years, female, white, stage:Stage IIIA, alive, 1474 days 3268.6
TCGA-BH-A0C3-01A 47 years, female, white, stage:Stage I, alive, 2709 days 3255.0
TCGA-E2-A15O-01A 89 years, female, black or african american, stage:Stage I, alive, 289 days 3244.9
TCGA-C8-A275-01A 56 years, female, asian, stage:Stage IIA, alive, 1 days 3241.1
TCGA-A2-A3XW-01A 42 years, female, black or african american, stage:Stage IIB, alive, 1712 days 3240.9
TCGA-E2-A1IL-01A 78 years, female, white, stage:Stage IIA, alive, 118 days 3236.2
TCGA-AR-A2LK-01A 62 years, female, white, stage:Stage III, dead, 1649 days 3230.9
TCGA-E9-A1N9-01A 58 years, female, white, stage:Stage IIA, alive, 1101 days 3224.9
TCGA-A8-A08L-01A 89 years, female, stage:Stage IIIA, dead, 30 days 3217.1
TCGA-A8-A08F-01A 59 years, female, stage:Stage IIIC, alive, 1004 days 3199.5
TCGA-B6-A0RO-01A 71 years, female, white, stage:Stage IIIB, alive, 4929 days 3176.1
TCGA-AN-A0XU-01A 54 years, female, white, stage:Stage IIA, alive, 10 days 3172.2
TCGA-OL-A66H-01A 74 years, female, black or african american, stage:Stage IB, alive, 812 days 3161.6
TCGA-A2-A0CT-01A 71 years, female, white, stage:Stage IIA, alive, 2289 days 3161.0
TCGA-A8-A09E-01A 73 years, female, stage:Stage IIIB, alive, 1492 days 3159.8
TCGA-A7-A3J1-01A 63 years, female, white, stage:Stage IA, alive, 343 days 3159.0
TCGA-AC-A2FK-01A 45 years, female, white, stage:Stage IIIC, alive, 2650 days 3156.6
TCGA-E2-A1B4-01A 74 years, female, white, stage:Stage IIIA, dead, 1004 days 3153.3
TCGA-AC-A3TN-01A 75 years, female, white, stage:Stage IIB, alive, 456 days 3147.0
TCGA-A8-A092-01A 48 years, female, stage:Stage IIIA, alive, 942 days 3143.1
TCGA-AC-A5XU-01A 74 years, female, black or african american, stage:Stage IIB, alive, 455 days 3142.2
TCGA-BH-A0B4-01A 65 years, male, white, stage:Stage IIIA, alive, 1191 days 3140.5
TCGA-AO-A0JG-01A 49 years, female, white, stage:Stage IIIA, alive, 798 days 3126.5
TCGA-D8-A27P-01A 64 years, female, white, stage:Stage IA, alive, 49 days 3119.9
TCGA-BH-A0E7-01A 79 years, female, white, stage:Stage IIB, alive, 1363 days 3119.5
TCGA-BH-A6R8-01A 46 years, female, black or african american, stage:Stage IIA, alive, 293 days 3113.4
TCGA-A8-A09W-01A 70 years, female, stage:Stage IIIB, alive, 30 days 3111.4
TCGA-A8-A06O-01A 60 years, female, stage:Stage I, alive, 396 days 3108.2
TCGA-A2-A1FX-01A 61 years, female, white, stage:Stage IIIA, alive, 1847 days 3103.3
TCGA-D8-A1XG-01A 86 years, female, white, stage:Stage IIIB, alive, 448 days 3098.6
TCGA-B6-A0X5-01A 61 years, female, black or african american, stage:Stage IIB, dead, 2097 days 3098.4
TCGA-AC-A2FF-01A 40 years, female, asian, stage:Stage IIB, alive, 2759 days 3088.3
TCGA-BH-A0DD-01A 58 years, male, white, stage:Stage IIB, alive, 2486 days 3085.4
TCGA-BH-A1FL-01A 69 years, female, white, stage:Stage IIB, dead, 1673 days 3083.6
TCGA-E9-A1R2-01A 51 years, female, white, stage:Stage IIIC, alive, 1063 days 3076.0
TCGA-OL-A5RU-01A 63 years, female, black or african american, stage:Stage IIA, alive, 1219 days 3072.8
TCGA-EW-A1OY-01A 63 years, female, white, stage:Stage IIA, alive, 908 days 3072.7
TCGA-D8-A1XK-01A 55 years, female, white, stage:Stage IIB, alive, 441 days 3070.3
TCGA-A8-A06U-01A 80 years, female, stage:Stage IIB, dead, 883 days 3051.9
TCGA-AC-A8OR-01A 75 years, female, white, stage:Stage IA, alive, 40 days 3051.6
TCGA-A8-A08X-01A 43 years, female, stage:Stage IIIC, alive, 1308 days 3050.5
TCGA-AR-A0U2-01A 47 years, female, white, stage:Stage IIIA, dead, 2551 days 3048.9
TCGA-AC-A2FM-01A 87 years, female, white, stage:Stage IIB, dead, 792 days 3042.8
TCGA-E9-A1R0-01A 58 years, female, white, stage:Stage IIA, alive, 860 days 3039.1
TCGA-E2-A15P-01A 61 years, female, white, stage:Stage IA, alive, 595 days 3025.1
TCGA-A8-A07L-01A 58 years, female, stage:Stage IIIA, alive, 975 days 3022.6
TCGA-BH-A0EI-01A 51 years, female, white, stage:Stage IIA, alive, 1926 days 3020.3
TCGA-D8-A1JI-01A 54 years, female, white, stage:Stage IIA, alive, 577 days 3017.6
TCGA-A8-A09Q-01A 83 years, female, stage:Stage IIIB, alive, 761 days 3012.9
TCGA-GM-A2DC-01A 57 years, female, white, stage:Stage IIA, alive, 2535 days 3009.8
TCGA-D8-A1JM-01A 59 years, female, white, stage:Stage IIB, alive, 590 days 3009.0
TCGA-A8-A06Y-01A 66 years, female, stage:Stage IIA, alive, 791 days 3002.0
TCGA-D8-A73W-01A 79 years, female, white, stage:Stage IIIA, dead, 385 days 2992.3
TCGA-S3-AA17-01A 64 years, female, black or african american, stage:Stage IIB, alive, 424 days 2986.5
TCGA-PL-A8LX-01A 35 years, female, black or african american, stage:Stage IV, alive, 5 days 2985.2
TCGA-E2-A1IE-01A 61 years, female, white, stage:Stage IIB, alive, 2362 days 2980.9
TCGA-BH-A0B9-01A 44 years, female, white, stage:Stage IA, alive, 1572 days 2972.8
TCGA-A8-A07C-01A 57 years, female, stage:Stage IIA, alive, 1034 days 2969.0
TCGA-S3-AA14-01A 47 years, female, black or african american, stage:Stage I, alive, 529 days 2964.8
TCGA-S3-AA15-01A 51 years, female, black or african american, stage:Stage IIB, alive, 525 days 2954.3
TCGA-D8-A145-01A 80 years, female, white, stage:Stage IIA, alive, 410 days 2949.0
TCGA-EW-A2FW-01A 52 years, female, white, stage:Stage IIA, alive, 672 days 2947.4
TCGA-E2-A56Z-01A 69 years, female, black or african american, stage:Stage IIB, alive, 252 days 2923.1
TCGA-BH-A42V-01A 41 years, female, black or african american, stage:Stage IB, alive, 635 days 2920.9
TCGA-D8-A1JF-01A 79 years, female, white, stage:Stage IIIA, alive, 366 days 2917.2
TCGA-E2-A14U-01A 74 years, female, white, stage:Stage I, alive, 1318 days 2915.8
TCGA-A8-A099-01A 76 years, female, stage:Stage X, alive, 304 days 2903.4
TCGA-BH-A0E1-01A 52 years, female, white, stage:Stage IIB, alive, 477 days 2900.6
TCGA-E2-A109-01A 64 years, female, white, stage:Stage IIA, alive, 1417 days 2900.0
TCGA-A2-A0ET-01A 58 years, female, white, stage:Stage IIIA, alive, 1066 days 2897.9
TCGA-AQ-A1H2-01A 84 years, female, white, stage:Stage IIIA, alive, 475 days 2891.2
TCGA-A2-A04R-01A 36 years, female, black or african american, stage:Stage IA, alive, 3709 days 2880.9
TCGA-B6-A2IU-01A 62 years, female, white, stage:Stage IIA, alive, 5176 days 2878.1
TCGA-AR-A24K-01A 46 years, female, white, stage:Stage IIA, alive, 1548 days 2878.0
TCGA-GM-A5PV-01A 63 years, female, white, stage:Stage IIB, alive, 412 days 2852.7
TCGA-AC-A4ZE-01A 63 years, female, white, stage:Stage IIB, alive, 890 days 2845.3
TCGA-B6-A0I8-01A 46 years, female, white, stage:Stage X, dead, 749 days 2844.8
TCGA-BH-A204-01A 80 years, female, white, stage:Stage IIB, dead, 2534 days 2829.2
TCGA-BH-A1FG-01A 88 years, female, white, stage:Stage I, dead, 577 days 2828.5
TCGA-AR-A24Z-01A 57 years, female, white, stage:Stage IIA, alive, 3001 days 2822.7
TCGA-A7-A2KD-01A 53 years, female, black or african american, stage:Stage IIIA, alive, 679 days 2812.4
TCGA-AC-A8OP-01A 72 years, female, black or african american, stage:Stage IA, alive, 614 days 2807.6
TCGA-OL-A66O-01A 39 years, female, black or african american, stage:Stage IIB, alive, 528 days 2806.2
TCGA-S3-AA12-01A 82 years, female, black or african american, stage:Stage IIIA, alive, 574 days 2797.5
TCGA-A8-A07P-01A 68 years, female, stage:Stage IIB, alive, 334 days 2782.1
TCGA-BH-A18R-01A 50 years, female, white, stage:Stage IIA, dead, 1142 days 2781.7
TCGA-GM-A2DM-01A 57 years, female, white, stage:Stage IIA, alive, 3226 days 2759.9
TCGA-AO-A12H-01A 69 years, female, black or african american, stage:Stage IIA, alive, 1234 days 2752.9
TCGA-B6-A1KI-01A 63 years, female, white, stage:Stage I, alive, 2236 days 2726.3
TCGA-D8-A3Z5-01A 54 years, female, white, stage:Stage IIIC, alive, 1015 days 2726.2
TCGA-E2-A1IK-01A 71 years, female, white, stage:Stage IIA, alive, 1800 days 2724.9
TCGA-A8-A09A-01A 40 years, female, stage:Stage X, alive, 304 days 2722.9
TCGA-E9-A1N8-01A 48 years, female, white, stage:Stage IIA, alive, 1039 days 2687.1
TCGA-E9-A3HO-01A 49 years, female, white, stage:Stage IIA, alive, 1158 days 2679.0
TCGA-D8-A1J9-01A 48 years, female, white, stage:Stage IA, alive, 532 days 2677.6
TCGA-AR-A0TV-01A 66 years, female, stage:Stage IIA, alive, 2288 days 2664.2
TCGA-E2-A15R-01A 64 years, female, white, stage:Stage IIA, alive, 1732 days 2656.3
TCGA-A2-A0ER-01A 63 years, female, white, stage:Stage IB, alive, 2263 days 2649.9
TCGA-B6-A0RL-01A 60 years, female, black or african american, stage:Stage IIA, dead, 2469 days 2649.1
TCGA-E2-A156-01A 61 years, female, white, stage:Stage I, alive, 726 days 2629.8
TCGA-E2-A1IU-01A 60 years, female, white, stage:Stage IA, alive, 337 days 2625.1
TCGA-A8-A06Z-01A 84 years, female, stage:Stage IIB, alive, 31 days 2623.6
TCGA-AO-A0JB-01A 50 years, female, white, stage:Stage IIIA, alive, 1542 days 2613.2
TCGA-E9-A1R7-01A 64 years, female, white, stage:Stage IIA, alive, 1467 days 2608.3
TCGA-A8-A06Q-01A 63 years, female, stage:Stage IIIA, alive, 31 days 2608.1
TCGA-AC-A2BK-01A 78 years, female, black or african american, stage:Stage IIIA, alive, 2222 days 2590.3
TCGA-E2-A158-01A 43 years, female, white, stage:Stage IIA, alive, 450 days 2571.0
TCGA-A2-A1FW-01A 62 years, female, white, stage:Stage IIIA, alive, 528 days 2567.1
TCGA-A8-A085-01A 44 years, male, stage:Stage IIB, alive, 1124 days 2563.8
TCGA-E2-A15T-01A 65 years, female, white, stage:Stage IIA, alive, 1563 days 2545.4
TCGA-E9-A228-01A 58 years, female, white, stage:Stage IIB, alive, 1285 days 2525.9
TCGA-LD-A7W6-01A 54 years, female, white, stage:Stage IIB, alive, 404 days 2524.0
TCGA-C8-A26Z-01A 59 years, female, asian, stage:Stage IIA, alive, 470 days 2516.0
TCGA-BH-A1FR-01A 73 years, female, white, stage:Stage IIIB, dead, 1642 days 2511.4
TCGA-AR-A1AQ-01A 49 years, female, white, stage:Stage IIA, alive, 3021 days 2511.3
TCGA-A2-A0CY-01A 63 years, female, white, stage:Stage IIB, alive, 1673 days 2504.2
TCGA-E9-A5UP-01A 63 years, female, white, stage:Stage IIA, alive, 803 days 2504.2
TCGA-EW-A1OX-01A 43 years, female, white, stage:Stage IIA, alive, 911 days 2503.7
TCGA-A8-A06T-01A 75 years, female, stage:Stage IIIA, alive, 1614 days 2480.7
TCGA-S3-A6ZG-01A 71 years, female, black or african american, stage:Stage IIB, alive, 562 days 2475.2
TCGA-A2-A0D4-01A 37 years, female, black or african american, stage:Stage IIB, alive, 767 days 2464.6
TCGA-A8-A08I-01A 53 years, female, stage:Stage IIA, alive, 365 days 2463.1
TCGA-AN-A03Y-01A 66 years, female, white, stage:Stage IIA, alive, 10 days 2462.7
TCGA-A8-A09M-01A 75 years, female, stage:Stage IIIC, alive, 1006 days 2450.3
TCGA-AR-A0TR-01A 68 years, female, white, stage:Stage IIB, dead, 160 days 2437.0
TCGA-A8-A08C-01A 65 years, female, stage:Stage IIA, alive, 881 days 2417.8
TCGA-C8-A1HO-01A 34 years, female, asian, stage:Stage IIIC, alive, 375 days 2413.6
TCGA-A8-A079-01A 69 years, female, stage:Stage IIIB, alive, 274 days 2403.7
TCGA-BH-A1FC-01A 78 years, female, black or african american, stage:Stage IIA, dead, 3472 days 2385.5
TCGA-D8-A1JN-01A 80 years, female, white, stage:Stage IIIC, alive, 620 days 2378.9
TCGA-C8-A1HE-01A 59 years, female, asian, stage:Stage IIA, alive, 375 days 2363.5
TCGA-A7-A3IZ-01A 62 years, female, white, stage:Stage IIA, alive, 322 days 2361.6
TCGA-AO-A0JI-01A 56 years, female, white, stage:Stage IIA, alive, 1528 days 2358.2
TCGA-B6-A0RM-01A 57 years, female, black or african american, stage:Stage X, dead, 2373 days 2328.2
TCGA-EW-A6SB-01A 62 years, female, black or african american, stage:Stage II, alive, 760 days 2320.9
TCGA-AN-A0XT-01A 54 years, female, white, stage:Stage IIIA, alive, 10 days 2287.2
TCGA-AO-A03P-01A 54 years, female, black or african american, stage:Stage IIB, dead, 2911 days 2280.8
TCGA-AC-A7VB-01A 51 years, female, black or african american, stage:Stage IIA, alive, 250 days 2268.3
TCGA-E9-A2JS-01A 72 years, female, white, stage:Stage IIB, dead, 904 days 2262.5
TCGA-AO-A12G-01A 75 years, female, white, stage:Stage IIA, alive, 1639 days 2233.9
TCGA-AO-A1KO-01A 46 years, female, white, stage:Stage IIB, alive, 622 days 2217.4
TCGA-3C-AAAU-01A 55 years, female, white, stage:Stage X, alive, 4047 days 2206.2
TCGA-LL-A7SZ-01A 49 years, female, black or african american, stage:Stage IIB, alive, 594 days 2186.7
TCGA-BH-A0HK-01A 81 years, female, white, stage:Stage IIB, alive, 178 days 2181.0
TCGA-BH-A18N-01A 88 years, female, white, stage:Stage IIA, dead, 468 days 2178.7
TCGA-E9-A1RE-01A 74 years, female, white, stage:Stage IIIA, alive, 1419 days 2127.4
TCGA-BH-A0HO-01A 48 years, female, white, stage:Stage IIA, alive, 76 days 2122.9
TCGA-BH-A18S-01A 79 years, female, white, stage:Stage I, dead, 2009 days 2118.7
TCGA-E2-A105-01A 79 years, female, white, stage:Stage IIA, alive, 1308 days 2116.9
TCGA-A1-A0SK-01A 54 years, female, asian, stage:Stage IIA, dead, 967 days 2093.6
TCGA-EW-A6SA-01A 59 years, male, black or african american, stage:Stage II, alive, 510 days 2088.4
TCGA-OL-A6VR-01A 48 years, female, black or african american, stage:Stage IA, alive, 1220 days 2049.8
TCGA-BH-A0B8-01A 64 years, female, white, stage:Stage I, alive, 1569 days 2044.7
TCGA-B6-A0X0-01A 54 years, female, white, stage:Stage I, dead, 3945 days 2043.6
TCGA-D8-A1JS-01A 77 years, female, white, stage:Stage IA, alive, 371 days 2030.7
TCGA-D8-A27W-01A 55 years, female, white, stage:Stage IIIB, alive, 373 days 1978.6
TCGA-A7-A3J0-01A 62 years, female, white, stage:Stage IIA, alive, 313 days 1966.1
TCGA-D8-A1XF-01A 45 years, female, white, stage:Stage IIA, alive, 463 days 1946.2
TCGA-D8-A140-01A 62 years, female, white, stage:Stage IIB, alive, 403 days 1942.3
TCGA-E2-A15S-01A 34 years, female, white, stage:Stage IIB, alive, 428 days 1926.5
TCGA-A2-A0T3-01A 37 years, female, white, stage:Stage IB, alive, 1516 days 1919.3
TCGA-A1-A0SQ-01A 45 years, female, white, stage:Stage IIB, alive, 554 days 1918.8
TCGA-BH-A0HL-01A 56 years, female, white, stage:Stage IIB, alive, 72 days 1903.3
TCGA-AO-A0J7-01A 71 years, female, white, stage:Stage IIB, alive, 618 days 1896.8
TCGA-E9-A5UO-01A 41 years, female, white, stage:Stage IIA, alive, 785 days 1892.2
TCGA-A7-A26J-01A 49 years, female, white, stage:Stage IIA, alive, 627 days 1859.4
TCGA-LL-A442-01A 56 years, female, black or african american, stage:Stage IIA, alive, 889 days 1850.4
TCGA-A8-A09K-01A 68 years, female, stage:Stage IIA, alive, 912 days 1822.0
TCGA-A7-A3RF-01A 79 years, female, white, stage:Stage IIA, alive, 408 days 1792.4
TCGA-D8-A1XC-01A 85 years, female, white, stage:Stage IIIB, dead, 377 days 1792.1
TCGA-A7-A0CD-01A 66 years, female, white, stage:Stage I, alive, 1165 days 1785.9
TCGA-B6-A0X4-01A 62 years, female, white, stage:Stage IIB, dead, 860 days 1783.7
TCGA-A7-A26E-01A 71 years, female, white, stage:Stage IIIA, alive, 954 days 1715.9
TCGA-E9-A245-01A 47 years, female, white, stage:Stage IIB, dead, 26 days 1672.5
TCGA-AR-A2LE-01A 69 years, female, white, stage:Stage I, alive, 5062 days 1624.9
TCGA-E9-A244-01A 54 years, female, white, stage:Stage IIA, alive, 21 days 1560.9
TCGA-A8-A07B-01A 69 years, female, stage:Stage IIA, alive, 1308 days 1533.4
TCGA-D8-A27E-01A 66 years, female, white, stage:Stage IA, alive, 530 days 1487.9
TCGA-BH-A0HW-01A 62 years, female, asian, stage:Stage IA, alive, 1561 days 1469.0
TCGA-AO-A12B-01A 63 years, female, white, stage:Stage IIA, alive, 2989 days 1461.8
TCGA-E9-A1N3-01A 70 years, female, white, stage:Stage IIIA, alive, 1059 days 1415.5
TCGA-A2-A4S0-01A 77 years, female, white, stage:Stage IIA, alive, 706 days 1414.2
TCGA-A8-A091-01A 61 years, female, stage:Stage IIA, alive, 1004 days 1411.9
TCGA-D8-A1XV-01A 84 years, female, white, stage:Stage IIA, alive, 461 days 1351.0
TCGA-E9-A3Q9-01A 78 years, female, white, stage:Stage IIIC, alive, 1001 days 1299.2
TCGA-A7-A0DC-01A 63 years, female, white, stage:Stage IA, alive, 906 days 729.7
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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.

ACTB 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.

: 2402.28
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 2022.1
Number of samples 50
Samples
Sample Description pTPM
DO228479 27 years, female, NA, stage:2, alive, 1985 days 4755.8
DO228321 35 years, female, NA, stage:2, dead, 4286 days 4057.5
DO228404 29 years, female, NA, stage:1, alive, 3737 days 3861.7
DO228272 32 years, female, NA, stage:2, alive, 4126 days 3675.8
DO228449 27 years, female, NA, stage:2, alive, 4896 days 3273.5
DO228247 33 years, female, NA, stage:3, dead, 2584 days 2745.8
DO228439 33 years, female, NA, stage:1, alive, 1845 days 2701.2
DO228340 34 years, female, NA, stage:3, dead, 1051 days 2651.4
DO228256 29 years, female, NA, stage:2, alive, 2312 days 2625.8
DO228332 33 years, female, NA, stage:2, alive, 4776 days 2581.6
DO228300 35 years, female, NA, stage:2, alive, 952 days 2575.2
DO228431 32 years, female, NA, stage:2, alive, 2915 days 2563.8
DO228455 34 years, female, NA, stage:1, alive, 3115 days 2558.2
DO228276 32 years, female, NA, stage:2, alive, 4613 days 2530.8
DO228502 27 years, female, NA, stage:1, alive, 164 days 2487.6
DO228290 31 years, female, NA, stage:2, alive, 4268 days 2446.9
DO228266 33 years, female, NA, stage:2, dead, 3785 days 2439.4
DO228246 26 years, female, NA, stage:3, dead, 327 days 2404.6
DO228350 34 years, female, NA, stage:1, alive, 3069 days 2400.0
DO228460 25 years, female, NA, stage:2, alive, 3385 days 2390.0
DO228383 30 years, female, NA, stage:2, alive, 3975 days 2331.0
DO228477 33 years, female, NA, stage:3, alive, 2188 days 2307.8
DO228268 35 years, female, NA, stage:2, alive, 5084 days 2225.5
DO228295 31 years, female, NA, stage:2, dead, 2616 days 2190.4
DO228260 32 years, female, NA, stage:2, alive, 3026 days 2182.4
DO228423 34 years, female, NA, stage:2, alive, 4136 days 2092.5
DO228506 32 years, female, NA, stage:1, alive, 489 days 2030.2
DO228433 34 years, female, NA, stage:3, alive, 1929 days 1977.4
DO228516 35 years, female, NA, stage:2, alive, 447 days 1963.5
DO228427 31 years, female, NA, stage:2, alive, 3995 days 1945.5
DO228509 33 years, female, NA, stage:1, alive, 377 days 1936.3
DO228441 29 years, female, NA, stage:1, dead, 147 days 1765.8
DO228409 31 years, female, NA, stage:1, alive, 4423 days 1763.6
DO228430 31 years, female, NA, stage:1, alive, 4647 days 1719.5
DO228521 32 years, female, NA, stage:1, alive, 287 days 1702.6
DO228488 30 years, female, NA, stage:2, alive, 991 days 1664.8
DO229483 34 years, female, NA, stage:0, alive, 299 days 1647.1
DO228319 35 years, female, NA, stage:1, alive, 4716 days 1647.0
DO228452 32 years, female, NA, stage:2, dead, 1354 days 1550.8
DO228426 35 years, female, NA, stage:2, alive, 4129 days 1528.7
DO228499 29 years, female, NA, stage:1, alive, 284 days 1499.8
DO228453 34 years, female, NA, stage:0, alive, 4157 days 913.2
DO228310 33 years, female, NA, stage:2, dead, 153 days 480.8
DO228293 28 years, female, NA, stage:2, alive, 4339 days 464.8
DO228262 33 years, female, NA, stage:2, alive, 3889 days 436.9
DO228356 33 years, female, NA, stage:2, dead, 3732 days 355.3
DO228307 35 years, female, NA, stage:2, alive, 4928 days 350.3
DO228283 33 years, female, NA, stage:3, alive, 5180 days 342.3
DO228483 34 years, female, NA, stage:0, alive, 1994 days 276.3
DO228471 28 years, female, NA, stage:2, alive, 1827 days 89.7
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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.


Antibody HPA041264

Antibody HPA041271

Antibody CAB002621
 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

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