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RPL39
HPA
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CANCER BREAST CANCER Show tissue menu
BREAST CANCER CARCINOID CERVICAL CANCER COLORECTAL CANCER ENDOMETRIAL CANCER GLIOMA HEAD AND NECK CANCER LIVER CANCER LUNG CANCER LYMPHOMA
MELANOMA OVARIAN CANCER PANCREATIC CANCER PROSTATE CANCER RENAL CANCER SKIN CANCER STOMACH CANCER TESTIS CANCER THYROID CANCER UROTHELIAL CANCER
BRCA TCGA BRCA VALIDATION PROTEIN EXPRESSION
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Dictionary
Breast cancer
Human cancer
Breast invasive carcinoma
BREAST INVASIVE CARCINOMA (TCGA) - Interactive survival scatter ploti

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

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

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

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

& Survival analysisi

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

RPL39 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.

: 3402.54
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 4163.6
Number of samples 1022
Samples
Sample Description pTPM
TCGA-BH-A0B9-01A 44 years, female, white, stage:Stage IA, alive, 1572 days 18774.7
TCGA-AO-A1KR-01A 51 years, female, white, stage:Stage IIA, alive, 2513 days 12505.4
TCGA-BH-A0E6-01A 69 years, female, white, stage:Stage IA, alive, 293 days 11912.6
TCGA-B6-A0IK-01A 63 years, female, white, stage:Stage IIIB, dead, 571 days 11715.1
TCGA-B6-A0I1-01A 73 years, female, black or african american, stage:Stage IIA, dead, 2361 days 11380.4
TCGA-B6-A0IQ-01A 40 years, female, white, stage:Stage IIIA, alive, 4285 days 11135.2
TCGA-AN-A04A-01A 36 years, female, white, stage:Stage IIIA, alive, 90 days 11124.3
TCGA-A2-A0CY-01A 63 years, female, white, stage:Stage IIB, alive, 1673 days 11081.3
TCGA-BH-A0E0-01A 38 years, female, white, stage:Stage IIIC, alive, 134 days 10093.0
TCGA-A2-A04U-01A 47 years, female, white, stage:Stage IIA, alive, 2654 days 9950.0
TCGA-A2-A0T0-01A 59 years, female, white, stage:Stage IIB, alive, 533 days 9843.5
TCGA-EW-A1OY-01A 63 years, female, white, stage:Stage IIA, alive, 908 days 9650.4
TCGA-E9-A22G-01A 47 years, female, white, stage:Stage IIA, alive, 1239 days 9125.2
TCGA-AQ-A54N-01A 51 years, female, black or african american, stage:Stage IIA, alive, 78 days 9115.5
TCGA-BH-A0HF-01A 77 years, female, white, stage:Stage IA, alive, 727 days 9111.1
TCGA-B6-A0I2-01A 45 years, female, white, stage:Stage IA, alive, 4361 days 9065.1
TCGA-E2-A574-01A 44 years, female, black or african american, stage:Stage IIA, alive, 1179 days 8895.7
TCGA-AR-A24K-01A 46 years, female, white, stage:Stage IIA, alive, 1548 days 8789.9
TCGA-B6-A0RG-01A 26 years, female, white, stage:Stage IIB, alive, 2082 days 8768.9
TCGA-A2-A0CV-01A 41 years, female, asian, stage:Stage IIB, alive, 3011 days 8497.2
TCGA-AC-A7VC-01A 56 years, female, white, stage:Stage IIB, alive, 1 days 8468.9
TCGA-C8-A1HJ-01A 53 years, female, asian, stage:Stage IIA, alive, 5 days 8428.2
TCGA-AC-A3YJ-01A 66 years, female, white, stage:Stage IIA, alive, 754 days 8296.3
TCGA-A8-A085-01A 44 years, male, stage:Stage IIB, alive, 1124 days 8200.6
TCGA-A1-A0SK-01A 54 years, female, asian, stage:Stage IIA, dead, 967 days 8169.1
TCGA-B6-A0RT-01A 39 years, female, white, stage:Stage IIIA, alive, 2721 days 8131.4
TCGA-BH-A0RX-01A 59 years, female, white, stage:Stage IIA, alive, 170 days 8107.1
TCGA-S3-A6ZF-01A 64 years, female, black or african american, stage:Stage IIA, alive, 572 days 8049.0
TCGA-AO-A0J2-01A 41 years, female, white, stage:Stage IA, alive, 997 days 8041.5
TCGA-E2-A14N-01A 37 years, female, white, stage:Stage IIB, alive, 1434 days 7950.0
TCGA-AN-A0FW-01A 67 years, female, white, stage:Stage IIIA, alive, 11 days 7928.9
TCGA-E2-A158-01A 43 years, female, white, stage:Stage IIA, alive, 450 days 7915.0
TCGA-PL-A8LY-01A 30 years, female, black or african american, stage:Stage IIB, alive, 8 days 7858.4
TCGA-E9-A249-01A 45 years, female, white, stage:Stage IIA, alive, 217 days 7763.2
TCGA-E9-A3X8-01A 48 years, female, white, stage:Stage IIB, alive, 926 days 7722.4
TCGA-E9-A1RA-01A 48 years, female, white, stage:Stage IA, alive, 1369 days 7694.4
TCGA-AN-A0FD-01A 71 years, female, white, stage:Stage IIA, alive, 196 days 7685.3
TCGA-LL-A5YN-01A 46 years, female, black or african american, stage:Stage IIA, alive, 447 days 7649.1
TCGA-AO-A12F-01A 36 years, female, white, stage:Stage IIA, alive, 1842 days 7606.8
TCGA-A1-A0SB-01A 70 years, female, white, stage:Stage I, alive, 259 days 7564.8
TCGA-AR-A1AH-01A 51 years, female, white, stage:Stage IIB, alive, 3807 days 7549.9
TCGA-AN-A046-01A 68 years, female, white, stage:Stage IIA, alive, 10 days 7524.5
TCGA-A2-A0T5-01A 39 years, female, white, stage:Stage IIA, alive, 531 days 7377.9
TCGA-AR-A2LE-01A 69 years, female, white, stage:Stage I, alive, 5062 days 7328.3
TCGA-AN-A0XT-01A 54 years, female, white, stage:Stage IIIA, alive, 10 days 7315.6
TCGA-AO-A03P-01A 54 years, female, black or african american, stage:Stage IIB, dead, 2911 days 7301.3
TCGA-A8-A08B-01A 52 years, female, stage:Stage IIA, alive, 1156 days 7288.9
TCGA-AO-A124-01A 38 years, female, white, stage:Stage IIA, alive, 3506 days 7263.7
TCGA-A2-A0ST-01A 62 years, female, white, stage:Stage IIA, alive, 3017 days 7229.5
TCGA-A7-A6VW-01A 48 years, female, black or african american, stage:Stage IIA, alive, 285 days 7224.3
TCGA-E9-A1RB-01A 40 years, female, white, stage:Stage IIA, dead, 976 days 7113.4
TCGA-BH-A0HK-01A 81 years, female, white, stage:Stage IIB, alive, 178 days 7111.7
TCGA-A1-A0SF-01A 54 years, female, white, stage:Stage IIA, alive, 1463 days 7105.5
TCGA-AN-A0AS-01A 70 years, female, white, stage:Stage IIIA, alive, 10 days 7105.1
TCGA-BH-A18G-01A 81 years, female, white, stage:Stage IA, alive, 149 days 7055.4
TCGA-BH-A0AW-01A 56 years, female, white, stage:Stage IIA, alive, 622 days 7049.1
TCGA-BH-A0EI-01A 51 years, female, white, stage:Stage IIA, alive, 1926 days 6991.5
TCGA-LL-A6FQ-01A 77 years, female, black or african american, stage:Stage IIIA, alive, 80 days 6981.4
TCGA-AN-A0AR-01A 55 years, female, white, stage:Stage IIA, alive, 10 days 6944.0
TCGA-A2-A0D1-01A 76 years, female, white, stage:Stage IIA, alive, 1051 days 6935.3
TCGA-E2-A576-01A 69 years, female, black or african american, stage:Stage IA, alive, 1043 days 6930.0
TCGA-OL-A5RW-01A 40 years, female, black or african american, stage:Stage IIA, alive, 1106 days 6900.0
TCGA-AO-A0JD-01A 59 years, female, white, stage:Stage IIIA, alive, 2190 days 6872.2
TCGA-E2-A14Z-01A 64 years, female, white, stage:Stage I, dead, 563 days 6856.6
TCGA-A2-A04T-01A 62 years, female, white, stage:Stage IIA, alive, 2246 days 6840.3
TCGA-BH-A0E2-01A 49 years, female, black or african american, stage:Stage IIIA, alive, 435 days 6816.2
TCGA-A2-A3XU-01A 35 years, female, black or african american, stage:Stage IIB, dead, 912 days 6812.5
TCGA-AO-A0J7-01A 71 years, female, white, stage:Stage IIB, alive, 618 days 6812.0
TCGA-C8-A27B-01A 48 years, female, asian, stage:Stage IIB, alive, 439 days 6804.2
TCGA-AR-A1AR-01A 50 years, female, white, stage:Stage IIIA, dead, 524 days 6799.3
TCGA-D8-A1XL-01A 34 years, female, white, stage:Stage IIB, alive, 606 days 6789.9
TCGA-AO-A0JC-01A 64 years, female, white, stage:Stage IIA, alive, 1547 days 6789.9
TCGA-OL-A5S0-01A 66 years, female, black or african american, stage:Stage IIB, alive, 620 days 6774.4
TCGA-BH-A0DP-01A 60 years, female, white, stage:Stage IIB, alive, 476 days 6763.8
TCGA-B6-A0RE-01A 61 years, female, black or african american, stage:Stage X, alive, 7777 days 6755.8
TCGA-Z7-A8R5-01A 61 years, female, white, stage:Stage IIIA, alive, 3287 days 6746.1
TCGA-AC-A3QP-01A 79 years, female, white, stage:Stage IIB, alive, 675 days 6744.9
TCGA-A2-A0SU-01A 66 years, female, white, stage:Stage IIA, alive, 1662 days 6718.6
TCGA-WT-AB41-01A 55 years, female, black or african american, stage:Stage IIB, alive, 1611 days 6634.5
TCGA-E2-A1AZ-01A 63 years, female, white, stage:Stage IIB, alive, 2329 days 6623.5
TCGA-BH-A0DZ-01A 43 years, female, white, stage:Stage IIB, alive, 495 days 6622.6
TCGA-C8-A1HM-01A 74 years, female, asian, stage:Stage IIA, alive, 375 days 6618.8
TCGA-BH-A0B8-01A 64 years, female, white, stage:Stage I, alive, 1569 days 6585.0
TCGA-AO-A1KQ-01A 84 years, male, white, stage:Stage IIIB, alive, 1882 days 6562.9
TCGA-A7-A0CE-01A 57 years, female, white, stage:Stage IIA, alive, 1074 days 6534.1
TCGA-E2-A1LS-01A 46 years, female, white, stage:Stage IA, alive, 1604 days 6495.0
TCGA-D8-A1JP-01A 73 years, female, white, stage:Stage IA, alive, 639 days 6486.6
TCGA-LL-A6FR-01A 50 years, female, black or african american, stage:Stage IIA, alive, 489 days 6467.9
TCGA-A8-A07R-01A 80 years, female, stage:Stage IIIC, alive, 273 days 6467.6
TCGA-AC-A3TM-01A 50 years, female, white, stage:Stage IIIA, alive, 762 days 6401.0
TCGA-A2-A3XT-01A 45 years, female, black or african american, stage:Stage IIB, alive, 2770 days 6387.6
TCGA-OL-A5RZ-01A 57 years, female, black or african american, stage:Stage IA, alive, 679 days 6387.3
TCGA-B6-A0X0-01A 54 years, female, white, stage:Stage I, dead, 3945 days 6379.1
TCGA-BH-A0HX-01A 54 years, female, white, stage:Stage IIB, alive, 829 days 6376.8
TCGA-EW-A1IY-01A 38 years, female, asian, stage:Stage I, alive, 258 days 6373.2
TCGA-E2-A1B6-01A 44 years, female, white, stage:Stage IIA, alive, 867 days 6368.4
TCGA-D8-A1XK-01A 55 years, female, white, stage:Stage IIB, alive, 441 days 6368.3
TCGA-A2-A0EQ-01A 64 years, female, black or african american, stage:Stage IIA, alive, 2426 days 6341.4
TCGA-BH-A1FC-01A 78 years, female, black or african american, stage:Stage IIA, dead, 3472 days 6335.3
TCGA-AO-A1KO-01A 46 years, female, white, stage:Stage IIB, alive, 622 days 6323.6
TCGA-A2-A0T2-01A 66 years, female, white, stage:Stage IV, dead, 255 days 6307.1
TCGA-AO-A1KS-01A 69 years, female, white, stage:Stage IIA, alive, 350 days 6288.0
TCGA-E9-A6HE-01A 45 years, female, white, stage:Stage IIIC, alive, 847 days 6276.4
TCGA-A2-A0EU-01A 79 years, female, white, stage:Stage IA, alive, 1043 days 6270.2
TCGA-E2-A1LL-01A 73 years, female, black or african american, stage:Stage IIIA, alive, 1309 days 6249.6
TCGA-C8-A1HL-01A 38 years, female, asian, stage:Stage IIIA, alive, 317 days 6247.8
TCGA-A2-A3XV-01A 46 years, female, black or african american, stage:Stage IIA, alive, 996 days 6246.6
TCGA-C8-A8HR-01A 49 years, female, asian, stage:Stage IIIA, alive, 408 days 6182.2
TCGA-B6-A0RH-01A 51 years, female, black or african american, stage:Stage IIA, dead, 6456 days 6163.5
TCGA-B6-A0RN-01A 60 years, female, white, stage:Stage IA, alive, 8008 days 6146.8
TCGA-E2-A15J-01A 51 years, female, white, stage:Stage I, alive, 1640 days 6123.2
TCGA-C8-A12L-01A 67 years, female, asian, stage:Stage IIA, alive, 363 days 6111.8
TCGA-EW-A1PH-01A 52 years, female, white, stage:Stage IIA, alive, 607 days 6099.7
TCGA-A2-A0SY-01A 62 years, female, white, stage:Stage IIIA, alive, 1347 days 6098.7
TCGA-A8-A093-01A 61 years, female, stage:Stage IIA, alive, 546 days 6067.9
TCGA-AO-A0JB-01A 50 years, female, white, stage:Stage IIIA, alive, 1542 days 6058.5
TCGA-E2-A14R-01A 62 years, female, white, stage:Stage IIA, alive, 1174 days 6039.5
TCGA-AR-A2LO-01A 46 years, female, white, stage:Stage IIB, alive, 1198 days 6036.8
TCGA-E9-A5FK-01A 60 years, female, white, stage:Stage IIIC, alive, 812 days 6023.4
TCGA-D8-A1XO-01A 56 years, female, white, stage:Stage IIB, alive, 1682 days 6022.1
TCGA-B6-A3ZX-01A 50 years, female, black or african american, stage:Stage IV, dead, 1152 days 6013.5
TCGA-AO-A1KP-01A 77 years, female, white, stage:Stage IIA, alive, 2953 days 6005.0
TCGA-B6-A0RU-01A 40 years, female, white, stage:Stage IA, alive, 8605 days 6001.0
TCGA-A1-A0SE-01A 56 years, female, white, stage:Stage I, alive, 1321 days 5994.1
TCGA-GM-A3XG-01A 46 years, female, white, stage:Stage IIIA, alive, 1330 days 5981.8
TCGA-E2-A154-01A 68 years, female, white, stage:Stage I, alive, 591 days 5979.0
TCGA-A8-A06X-01A 77 years, female, stage:Stage IIB, dead, 943 days 5972.9
TCGA-A8-A07P-01A 68 years, female, stage:Stage IIB, alive, 334 days 5951.2
TCGA-B6-A0WX-01A 40 years, female, black or african american, stage:Stage IIIA, dead, 639 days 5946.5
TCGA-E2-A1B5-01A 46 years, female, white, stage:Stage IIA, alive, 984 days 5939.9
TCGA-AC-A62V-01A 58 years, male, black or african american, stage:Stage IV, dead, 348 days 5939.7
TCGA-B6-A0RV-01A 42 years, female, white, stage:Stage IIIA, alive, 5156 days 5933.0
TCGA-A2-A04V-01A 39 years, female, white, stage:Stage IIA, dead, 1920 days 5919.8
TCGA-BH-A18T-01A 70 years, female, white, stage:Stage IIA, dead, 224 days 5904.3
TCGA-E2-A14V-01A 53 years, female, white, stage:Stage IIB, alive, 1042 days 5888.9
TCGA-BH-A0HN-01A 67 years, female, white, stage:Stage IA, alive, 516 days 5888.5
TCGA-BH-A203-01A 78 years, female, white, stage:Stage IIB, dead, 1174 days 5886.0
TCGA-AC-A2BK-01A 78 years, female, black or african american, stage:Stage IIIA, alive, 2222 days 5873.8
TCGA-BH-A1FU-01A 44 years, female, white, stage:Stage IA, dead, 1688 days 5872.9
TCGA-BH-A0EA-01A 72 years, female, white, stage:Stage IIA, dead, 991 days 5867.3
TCGA-OL-A66O-01A 39 years, female, black or african american, stage:Stage IIB, alive, 528 days 5866.0
TCGA-AO-A12C-01A 42 years, female, white, stage:Stage IIB, alive, 2372 days 5855.7
TCGA-E2-A570-01A 47 years, female, black or african american, stage:Stage IB, alive, 931 days 5850.5
TCGA-D8-A1JM-01A 59 years, female, white, stage:Stage IIB, alive, 590 days 5841.9
TCGA-AC-A23E-01A 50 years, female, white, stage:Stage IIB, alive, 698 days 5832.6
TCGA-AC-A5XU-01A 74 years, female, black or african american, stage:Stage IIB, alive, 455 days 5828.2
TCGA-EW-A1P8-01A 58 years, female, white, stage:Stage IIIC, dead, 239 days 5826.5
TCGA-A2-A0T4-01A 62 years, female, white, stage:Stage IIA, alive, 624 days 5826.4
TCGA-AN-A0FJ-01A 59 years, female, white, stage:Stage IV, alive, 242 days 5813.1
TCGA-LL-A5YP-01A 49 years, female, black or african american, stage:Stage IIB, alive, 450 days 5812.1
TCGA-BH-A0BM-01A 54 years, female, white, stage:Stage IIB, alive, 1876 days 5800.6
TCGA-LD-A66U-01A 44 years, female, white, stage:Stage IIB, alive, 646 days 5792.1
TCGA-E2-A1IH-01A 80 years, female, white, stage:Stage I, alive, 1026 days 5767.3
TCGA-E2-A2P5-01A 78 years, female, black or african american, stage:Stage IIIC, dead, 821 days 5744.7
TCGA-A2-A1G1-01A 85 years, female, white, stage:Stage IIB, alive, 584 days 5743.2
TCGA-BH-A0AV-01A 52 years, female, black or african american, stage:Stage I, alive, 1820 days 5740.2
TCGA-AO-A0JJ-01A 54 years, female, white, stage:Stage IIB, alive, 1887 days 5737.4
TCGA-AR-A24X-01A 52 years, female, white, stage:Stage IIA, alive, 3004 days 5734.7
TCGA-E2-A56Z-01A 69 years, female, black or african american, stage:Stage IIB, alive, 252 days 5698.7
TCGA-EW-A424-01A 51 years, female, white, stage:Stage IIIA, alive, 715 days 5698.6
TCGA-E2-A14Y-01A 35 years, female, white, stage:Stage IIA, alive, 2109 days 5688.3
TCGA-AO-A12A-01A 47 years, female, white, stage:Stage IIA, alive, 3112 days 5678.1
TCGA-AO-A03O-01A 69 years, female, black or african american, stage:Stage IIA, dead, 2483 days 5675.3
TCGA-D8-A1JA-01A 60 years, female, white, stage:'--, alive, 502 days 5652.4
TCGA-AO-A125-01A 72 years, female, black or african american, stage:Stage IIA, alive, 3456 days 5634.8
TCGA-AO-A129-01A 29 years, female, white, stage:Stage IIB, alive, 3286 days 5632.9
TCGA-OL-A5D7-01A 70 years, female, black or african american, stage:Stage IIA, alive, 1780 days 5627.9
TCGA-A2-A3XS-01A 62 years, female, black or african american, stage:Stage IIIA, dead, 1032 days 5590.8
TCGA-C8-A137-01A 34 years, female, asian, stage:Stage IIB, alive, 379 days 5590.6
TCGA-OL-A66I-01A 36 years, female, black or african american, stage:Stage IIA, alive, 714 days 5586.9
TCGA-BH-A0HB-01A 55 years, female, white, stage:Stage IA, alive, 806 days 5580.9
TCGA-E2-A1BD-01A 53 years, female, white, stage:Stage IIA, alive, 1133 days 5557.0
TCGA-GM-A5PV-01A 63 years, female, white, stage:Stage IIB, alive, 412 days 5503.5
TCGA-BH-A42U-01A 80 years, female, black or african american, stage:Stage IIA, alive, 3364 days 5477.7
TCGA-C8-A3M7-01A 60 years, female, asian, stage:Stage IIIB, dead, 1034 days 5465.5
TCGA-A2-A0YL-01A 48 years, female, white, stage:Stage IIIA, alive, 1474 days 5453.7
TCGA-BH-A0BJ-01A 41 years, female, white, stage:Stage IIB, alive, 660 days 5441.9
TCGA-GM-A5PX-01A 65 years, female, white, stage:Stage IIB, alive, 551 days 5430.0
TCGA-B6-A0IB-01A 64 years, female, white, stage:Stage IV, dead, 3941 days 5405.8
TCGA-BH-A0HP-01A 65 years, female, white, stage:Stage IIIA, alive, 414 days 5404.1
TCGA-D8-A1XW-01A 53 years, female, white, stage:Stage IIA, alive, 1309 days 5398.4
TCGA-BH-A0EE-01A 68 years, female, white, stage:Stage IIB, alive, 943 days 5390.6
TCGA-BH-A42V-01A 41 years, female, black or african american, stage:Stage IB, alive, 635 days 5376.9
TCGA-D8-A1Y3-01A 61 years, female, white, stage:Stage IIIA, alive, 430 days 5370.2
TCGA-A8-A092-01A 48 years, female, stage:Stage IIIA, alive, 942 days 5359.7
TCGA-GI-A2C9-01A 58 years, female, black or african american, stage:Stage IIB, alive, 3342 days 5355.2
TCGA-E9-A1NC-01A 61 years, female, white, stage:Stage IIB, alive, 1203 days 5354.7
TCGA-BH-A1F2-01A 53 years, female, white, stage:Stage IIIB, dead, 959 days 5349.7
TCGA-AN-A0AT-01A 62 years, female, white, stage:Stage IIA, alive, 10 days 5343.7
TCGA-AC-A62X-01A 72 years, female, black or african american, stage:Stage IIA, alive, 417 days 5332.0
TCGA-AN-A0XO-01A 59 years, female, white, stage:Stage IIIA, alive, 375 days 5326.2
TCGA-PE-A5DC-01A 72 years, female, white, stage:Stage IIIA, dead, 1430 days 5326.0
TCGA-AC-A2QJ-01A 48 years, female, white, stage:Stage IIIB, dead, 446 days 5321.4
TCGA-C8-A1HK-01A 53 years, female, asian, stage:Stage IIB, alive, 366 days 5300.5
TCGA-BH-A0BG-01A 73 years, female, white, stage:Stage I, alive, 1871 days 5288.4
TCGA-AC-A6IW-01A 73 years, female, black or african american, stage:Stage IIA, alive, 413 days 5275.6
TCGA-A2-A0CK-01A 60 years, female, white, stage:Stage IIIA, alive, 4159 days 5265.0
TCGA-A7-A0CG-01A 78 years, female, white, stage:Stage IIA, alive, 1043 days 5260.1
TCGA-EW-A1J1-01A 38 years, female, white, stage:Stage IIB, alive, 575 days 5258.7
TCGA-A2-A0CR-01A 54 years, female, asian, stage:Stage IIB, alive, 3283 days 5252.0
TCGA-AR-A0TP-01A 43 years, female, white, stage:Stage IIA, alive, 4275 days 5244.2
TCGA-LL-A5YL-01A 64 years, female, white, stage:Stage IIB, alive, 519 days 5242.0
TCGA-A2-A1FV-01A 74 years, female, white, stage:Stage IIB, alive, 714 days 5234.3
TCGA-AR-A24Z-01A 57 years, female, white, stage:Stage IIA, alive, 3001 days 5232.5
TCGA-AR-A24W-01A 55 years, female, white, stage:Stage IIB, alive, 1550 days 5226.5
TCGA-D8-A1Y1-01A 80 years, female, white, stage:Stage IIIA, dead, 302 days 5218.6
TCGA-A8-A09X-01A 62 years, female, stage:Stage IIIC, dead, 426 days 5207.4
TCGA-BH-A0BQ-01A 39 years, female, white, stage:Stage I, alive, 2255 days 5201.5
TCGA-A2-A0YM-01A 67 years, female, white, stage:Stage IIA, alive, 965 days 5200.8
TCGA-B6-A0IE-01A 38 years, female, black or african american, stage:Stage IIIA, dead, 1993 days 5198.9
TCGA-B6-A0IM-01A 75 years, female, black or african american, stage:Stage IIB, dead, 3873 days 5193.1
TCGA-OL-A5RX-01A 51 years, female, black or african american, stage:Stage IA, alive, 878 days 5173.4
TCGA-GM-A2DO-01A 54 years, female, black or african american, stage:Stage I, alive, 2596 days 5169.3
TCGA-AR-A0TY-01A 54 years, female, white, stage:Stage IIA, dead, 1699 days 5168.4
TCGA-E9-A1NF-01A 60 years, female, white, stage:Stage IIA, dead, 1072 days 5166.9
TCGA-OL-A5RY-01A 52 years, female, black or african american, stage:Stage IIA, alive, 752 days 5161.6
TCGA-A2-A0CP-01A 60 years, female, white, stage:Stage IA, alive, 2813 days 5138.2
TCGA-D8-A1J8-01A 77 years, female, white, stage:Stage IIB, alive, 431 days 5131.7
TCGA-D8-A27T-01A 53 years, female, white, stage:Stage IIIC, alive, 398 days 5121.2
TCGA-AC-A3BB-01A 46 years, female, black or african american, stage:Stage IIIA, alive, 987 days 5088.7
TCGA-D8-A1JB-01A 54 years, female, white, stage:Stage IIB, alive, 1688 days 5085.5
TCGA-EW-A1PB-01A 70 years, female, black or african american, stage:Stage IIIA, alive, 608 days 5075.8
TCGA-EW-A3U0-01A 61 years, female, black or african american, stage:Stage IIIA, alive, 532 days 5073.4
TCGA-B6-A0WV-01A 67 years, female, white, stage:Stage IIB, dead, 2417 days 5069.1
TCGA-AR-A2LJ-01A 40 years, female, white, stage:Stage IIIA, alive, 2632 days 5062.2
TCGA-A7-A0CD-01A 66 years, female, white, stage:Stage I, alive, 1165 days 5049.7
TCGA-E2-A572-01A 72 years, female, black or african american, stage:Stage IIIA, alive, 1208 days 5047.2
TCGA-AR-A1AN-01A 46 years, female, white, stage:Stage IIA, alive, 2920 days 5045.7
TCGA-B6-A0RQ-01A 68 years, female, white, stage:Stage IIB, dead, 4267 days 5038.8
TCGA-A7-A5ZX-01A 48 years, female, white, stage:Stage IIIC, alive, 336 days 5035.9
TCGA-E2-A15M-01A 66 years, female, white, stage:Stage IIA, dead, 336 days 5033.0
TCGA-C8-A12N-01A 58 years, female, asian, stage:Stage IIA, alive, 358 days 5026.4
TCGA-AR-A24S-01A 61 years, female, white, stage:Stage I, alive, 2976 days 5018.2
TCGA-A2-A0D0-01A 60 years, female, black or african american, stage:Stage IIA, alive, 2048 days 5011.0
TCGA-BH-A1ES-01A 35 years, female, white, stage:Stage IIB, dead, 3462 days 5008.6
TCGA-E9-A1RF-01A 68 years, female, white, stage:Stage IIIA, alive, 200 days 4992.4
TCGA-A8-A07O-01A 51 years, female, stage:Stage IIA, alive, 304 days 4986.7
TCGA-E9-A1N9-01A 58 years, female, white, stage:Stage IIA, alive, 1101 days 4981.2
TCGA-AN-A03Y-01A 66 years, female, white, stage:Stage IIA, alive, 10 days 4977.7
TCGA-OL-A66N-01A 59 years, female, white, stage:Stage IIIC, alive, 792 days 4973.7
TCGA-A8-A08T-01A 64 years, female, stage:Stage IV, dead, 3409 days 4952.1
TCGA-C8-A1HF-01A 48 years, female, asian, stage:Stage IIA, alive, 332 days 4951.6
TCGA-EW-A1OV-01A 56 years, female, white, stage:Stage IIB, alive, 789 days 4945.4
TCGA-BH-A0DD-01A 58 years, male, white, stage:Stage IIB, alive, 2486 days 4937.5
TCGA-B6-A0IJ-01A 42 years, female, black or african american, stage:Stage IIB, alive, 7106 days 4934.5
TCGA-A2-A0CX-01A 52 years, female, white, stage:Stage IIA, alive, 1728 days 4916.5
TCGA-BH-A1FE-01A 31 years, female, white, stage:Stage IIB, dead, 2273 days 4911.9
TCGA-A7-A5ZW-01A 47 years, female, black or african american, stage:Stage IIA, alive, 326 days 4908.1
TCGA-AN-A0FS-01A 55 years, female, white, stage:Stage IA, alive, 210 days 4901.0
TCGA-AR-A24T-01A 46 years, female, white, stage:Stage IIIC, alive, 3202 days 4898.8
TCGA-EW-A1OW-01A 58 years, female, black or african american, stage:Stage IIA, alive, 694 days 4888.2
TCGA-UU-A93S-01A 63 years, female, black or african american, stage:Stage IV, dead, 116 days 4886.1
TCGA-E2-A1LE-01A 71 years, female, white, stage:Stage IIIC, dead, 879 days 4883.5
TCGA-A8-A08C-01A 65 years, female, stage:Stage IIA, alive, 881 days 4874.5
TCGA-AO-A126-01A 39 years, female, asian, stage:Stage IIA, alive, 3307 days 4871.7
TCGA-A7-A3IY-01A 71 years, female, white, stage:Stage I, alive, 345 days 4867.7
TCGA-A8-A09W-01A 70 years, female, stage:Stage IIIB, alive, 30 days 4857.6
TCGA-A2-A1G6-01A 50 years, female, white, stage:Stage IIIA, alive, 501 days 4855.7
TCGA-EW-A1PD-01A 61 years, male, white, stage:Stage IIA, alive, 424 days 4852.2
TCGA-A2-A25F-01A 66 years, female, white, stage:Stage IIA, alive, 322 days 4849.6
TCGA-A2-A4S3-01A 59 years, female, black or african american, stage:Stage IIB, alive, 666 days 4849.5
TCGA-AN-A04C-01A 51 years, female, white, stage:Stage IIB, alive, 54 days 4844.6
TCGA-EW-A1P1-01A 68 years, female, white, stage:Stage IIIC, alive, 1210 days 4842.1
TCGA-S3-AA10-01A 65 years, female, black or african american, stage:Stage IIA, alive, 586 days 4838.9
TCGA-BH-A0DL-01A 64 years, female, white, stage:Stage IIA, alive, 2381 days 4830.7
TCGA-GM-A2DB-01A 62 years, female, white, stage:Stage IIA, alive, 2406 days 4829.8
TCGA-AO-A128-01A 61 years, female, white, stage:Stage IIA, alive, 3248 days 4824.3
TCGA-BH-A1EU-01A 83 years, female, white, stage:Stage I, dead, 1286 days 4812.6
TCGA-A8-A06U-01A 80 years, female, stage:Stage IIB, dead, 883 days 4808.2
TCGA-E9-A1RG-01A 62 years, female, white, stage:Stage IIIA, alive, 647 days 4800.3
TCGA-BH-A0BC-01A 60 years, female, white, stage:Stage IIIC, alive, 974 days 4800.0
TCGA-A7-A5ZV-01A 62 years, female, black or african american, stage:Stage IIA, alive, 368 days 4793.6
TCGA-AC-A2FF-01A 40 years, female, asian, stage:Stage IIB, alive, 2759 days 4772.6
TCGA-LD-A9QF-01A 73 years, female, black or african american, stage:Stage IA, alive, 323 days 4763.4
TCGA-BH-A42T-01A 75 years, female, black or african american, stage:Stage IIA, dead, 320 days 4755.9
TCGA-LL-A73Z-01A 55 years, female, black or african american, stage:Stage IV, dead, 227 days 4754.8
TCGA-GM-A3XN-01A 44 years, female, white, stage:Stage IIIA, alive, 2019 days 4749.3
TCGA-A8-A09Q-01A 83 years, female, stage:Stage IIIB, alive, 761 days 4747.3
TCGA-A2-A0CT-01A 71 years, female, white, stage:Stage IIA, alive, 2289 days 4743.8
TCGA-D8-A147-01A 45 years, female, white, stage:'--, alive, 584 days 4739.4
TCGA-AO-A03L-01A 34 years, female, asian, stage:Stage IIIA, alive, 2442 days 4733.7
TCGA-EW-A1OZ-01A 56 years, female, black or african american, stage:Stage IIA, alive, 1229 days 4729.2
TCGA-E9-A2JT-01A 63 years, female, white, stage:Stage IIA, alive, 288 days 4726.6
TCGA-OL-A66L-01A 71 years, female, black or african american, stage:Stage IA, alive, 1301 days 4724.8
TCGA-BH-A0H3-01A 46 years, female, white, stage:Stage I, alive, 1928 days 4718.4
TCGA-BH-A28O-01A 50 years, female, white, stage:Stage IIIC, alive, 1120 days 4717.1
TCGA-A8-A086-01A 59 years, female, stage:Stage IIA, alive, 396 days 4713.8
TCGA-E2-A1LK-01A 84 years, female, black or african american, stage:Stage IIIC, dead, 266 days 4713.4
TCGA-OL-A66K-01A 72 years, female, white, stage:Stage IIA, dead, 1275 days 4704.6
TCGA-B6-A1KN-01A 57 years, female, white, stage:Stage IIIB, alive, 4233 days 4698.5
TCGA-E2-A14W-01A 78 years, male, white, stage:Stage IIA, alive, 974 days 4697.3
TCGA-A2-A25A-01A 44 years, female, white, stage:Stage IIA, alive, 3276 days 4687.5
TCGA-C8-A1HN-01A 56 years, female, asian, stage:Stage IIA, alive, 394 days 4686.1
TCGA-BH-A28Q-01A 46 years, female, white, stage:Stage IIB, alive, 1119 days 4674.4
TCGA-B6-A0IA-01A 51 years, female, white, stage:Stage IIA, alive, 8391 days 4669.1
TCGA-AR-A24R-01A 45 years, female, white, stage:Stage IIIA, alive, 3430 days 4660.8
TCGA-AR-A24O-01A 43 years, female, white, stage:Stage IIIA, alive, 3607 days 4648.9
TCGA-E9-A1QZ-01A 61 years, female, white, stage:Stage IIA, alive, 755 days 4644.0
TCGA-BH-A2L8-01A 45 years, female, white, stage:Stage IIA, alive, 612 days 4642.0
TCGA-B6-A0WY-01A 40 years, female, white, stage:Stage IIIA, dead, 3461 days 4636.8
TCGA-E9-A1ND-01A 75 years, female, white, stage:Stage IIB, alive, 1266 days 4636.1
TCGA-C8-A135-01A 64 years, female, asian, stage:Stage IIB, alive, 393 days 4626.3
TCGA-GM-A2DD-01A 53 years, female, white, stage:Stage I, alive, 2282 days 4620.5
TCGA-5L-AAT0-01A 42 years, female, white, stage:Stage IIA, alive, 1477 days 4619.4
TCGA-E2-A1II-01A 51 years, female, white, stage:Stage I, alive, 1025 days 4618.0
TCGA-AR-A2LR-01A 49 years, female, white, stage:Stage I, alive, 1742 days 4606.5
TCGA-OL-A66H-01A 74 years, female, black or african american, stage:Stage IB, alive, 812 days 4602.3
TCGA-E2-A15G-01A 76 years, female, white, stage:Stage IIA, alive, 554 days 4600.8
TCGA-BH-A202-01A 60 years, female, white, stage:Stage II, alive, 795 days 4595.1
TCGA-AO-A0J9-01A 61 years, female, white, stage:Stage IIIC, alive, 1613 days 4594.4
TCGA-BH-A0GY-01A 67 years, female, white, stage:Stage IIA, alive, 923 days 4582.7
TCGA-D8-A1JE-01A 62 years, female, white, stage:Stage IIA, alive, 575 days 4582.1
TCGA-BH-A0AY-01A 62 years, female, white, stage:Stage IIA, alive, 777 days 4581.3
TCGA-A2-A0CM-01A 40 years, female, black or african american, stage:Stage IIA, dead, 754 days 4575.6
TCGA-AO-A0J4-01A 41 years, female, black or african american, stage:Stage IA, alive, 1587 days 4571.3
TCGA-A7-A2KD-01A 53 years, female, black or african american, stage:Stage IIIA, alive, 679 days 4563.5
TCGA-E2-A153-01A 51 years, female, white, stage:Stage IIB, alive, 707 days 4561.8
TCGA-BH-A0B4-01A 65 years, male, white, stage:Stage IIIA, alive, 1191 days 4551.4
TCGA-BH-A0C0-01A 62 years, female, white, stage:Stage IIA, alive, 1270 days 4549.9
TCGA-E2-A1B1-01A 45 years, female, white, stage:Stage IIB, alive, 2653 days 4548.9
TCGA-OL-A97C-01A 67 years, female, black or african american, stage:Stage IIB, alive, 271 days 4547.5
TCGA-B6-A0IG-01A 50 years, female, white, stage:Stage IIB, dead, 4456 days 4535.9
TCGA-A8-A09T-01A 68 years, female, stage:'--, alive, 579 days 4531.5
TCGA-AO-A0JF-01A 68 years, female, white, stage:Stage IIA, alive, 1980 days 4527.2
TCGA-A2-A0D2-01A 45 years, female, white, stage:Stage IIA, alive, 1027 days 4518.7
TCGA-AC-A62Y-01A 79 years, female, white, stage:Stage IIB, alive, 530 days 4500.8
TCGA-A2-A0EP-01A 56 years, female, white, stage:Stage I, alive, 3603 days 4495.3
TCGA-E9-A1N4-01A 41 years, female, white, stage:Stage IIIA, alive, 1000 days 4489.4
TCGA-D8-A1X8-01A 62 years, female, white, stage:Stage IIIA, alive, 783 days 4486.3
TCGA-AC-A5EH-01A 76 years, female, black or african american, stage:Stage IIB, alive, 511 days 4468.2
TCGA-A2-A0YE-01A 48 years, female, white, stage:Stage IIB, alive, 554 days 4465.5
TCGA-D8-A1XZ-01A 81 years, female, white, stage:Stage IIIA, alive, 466 days 4465.4
TCGA-A2-A0EO-01A 54 years, female, white, stage:Stage IA, alive, 2442 days 4463.7
TCGA-A8-A07E-01A 81 years, female, stage:Stage X, alive, 608 days 4453.9
TCGA-GM-A3XL-01A 49 years, female, black or african american, stage:Stage IIA, alive, 2108 days 4436.9
TCGA-A8-A06R-01A 69 years, female, stage:Stage IIB, alive, 547 days 4436.6
TCGA-JL-A3YX-01A 46 years, female, asian, stage:Stage IIA, alive, 352 days 4430.1
TCGA-V7-A7HQ-01A 75 years, female, black or african american, stage:Stage IIIA, alive, 2033 days 4428.3
TCGA-E2-A1IK-01A 71 years, female, white, stage:Stage IIA, alive, 1800 days 4427.8
TCGA-A8-A09E-01A 73 years, female, stage:Stage IIIB, alive, 1492 days 4419.1
TCGA-AR-A24P-01A 47 years, female, white, stage:Stage I, alive, 84 days 4414.2
TCGA-A2-A0T6-01A 50 years, female, white, stage:Stage IIB, alive, 575 days 4405.1
TCGA-A2-A0D3-01A 42 years, female, white, stage:Stage IA, alive, 1873 days 4401.6
TCGA-A2-A4RY-01A 46 years, female, white, stage:Stage IIIC, alive, 648 days 4383.9
TCGA-E9-A244-01A 54 years, female, white, stage:Stage IIA, alive, 21 days 4382.5
TCGA-AQ-A04J-01A 45 years, female, white, stage:Stage IIA, alive, 819 days 4381.2
TCGA-AC-A8OP-01A 72 years, female, black or african american, stage:Stage IA, alive, 614 days 4380.5
TCGA-E2-A105-01A 79 years, female, white, stage:Stage IIA, alive, 1308 days 4378.5
TCGA-BH-A0B0-01A 56 years, female, black or african american, stage:Stage I, alive, 2477 days 4372.2
TCGA-W8-A86G-01A 66 years, female, white, stage:Stage IIA, alive, 347 days 4366.7
TCGA-D8-A27R-01A 41 years, female, white, stage:Stage IIIC, alive, 307 days 4349.6
TCGA-A1-A0SN-01A 50 years, female, white, stage:Stage IIA, alive, 1196 days 4348.1
TCGA-BH-A1F8-01A 90 years, female, white, stage:Stage IIIB, dead, 1 days 4347.6
TCGA-AO-A0J8-01A 61 years, female, white, stage:Stage IIA, alive, 680 days 4343.4
TCGA-JL-A3YW-01A 49 years, female, asian, stage:Stage IIB, alive, 360 days 4342.0
TCGA-GM-A2DL-01A 50 years, female, white, stage:Stage I, alive, 3519 days 4338.1
TCGA-A8-A07J-01A 35 years, female, stage:Stage IIB, alive, 365 days 4336.5
TCGA-AN-A0AM-01A 56 years, female, white, stage:Stage IIA, alive, 5 days 4331.6
TCGA-A8-A0AB-01A 54 years, female, stage:Stage IIA, alive, 518 days 4330.5
TCGA-AO-A03V-01A 41 years, female, white, stage:Stage I, alive, 1351 days 4330.2
TCGA-B6-A0RS-01A 38 years, female, white, stage:Stage IIA, dead, 3063 days 4327.1
TCGA-A7-A426-01A 50 years, female, white, stage:Stage IIIC, alive, 364 days 4326.6
TCGA-BH-A0BL-01A 35 years, female, white, stage:Stage I, alive, 2278 days 4323.8
TCGA-AC-A6IV-01A 47 years, female, white, stage:Stage IIB, alive, 568 days 4322.6
TCGA-C8-A12Z-01A 45 years, female, asian, stage:Stage IIB, alive, 382 days 4319.9
TCGA-C8-A274-01A 63 years, female, asian, stage:Stage IIA, alive, 508 days 4313.8
TCGA-BH-AB28-01A 53 years, female, white, stage:Stage IIIA, alive, 287 days 4305.2
TCGA-A2-A1G4-01A 71 years, female, white, stage:Stage IIIA, alive, 595 days 4302.5
TCGA-BH-A1FL-01A 69 years, female, white, stage:Stage IIB, dead, 1673 days 4299.0
TCGA-AQ-A0Y5-01A 70 years, female, white, stage:Stage IIIA, dead, 172 days 4298.5
TCGA-AO-A0J3-01A 67 years, female, white, stage:Stage IIB, alive, 651 days 4291.7
TCGA-E2-A1L6-01A 44 years, female, white, stage:Stage IIA, alive, 1648 days 4284.7
TCGA-XX-A899-01A 46 years, female, white, stage:Stage IIIA, alive, 467 days 4283.5
TCGA-EW-A423-01A 75 years, female, white, stage:Stage IIA, alive, 533 days 4277.7
TCGA-BH-A1F5-01A 62 years, female, white, stage:Stage IIA, dead, 2712 days 4276.7
TCGA-A1-A0SP-01A 40 years, female, stage:Stage IIA, alive, 584 days 4267.3
TCGA-D8-A1Y2-01A 71 years, female, white, stage:Stage IIA, alive, 433 days 4258.9
TCGA-AC-A23G-01A 76 years, female, white, stage:Stage IIA, alive, 2248 days 4256.9
TCGA-B6-A409-01A 44 years, female, black or african american, stage:Stage IIIA, dead, 573 days 4255.4
TCGA-LD-A7W6-01A 54 years, female, white, stage:Stage IIB, alive, 404 days 4251.8
TCGA-AC-A4ZE-01A 63 years, female, white, stage:Stage IIB, alive, 890 days 4236.8
TCGA-AO-A12G-01A 75 years, female, white, stage:Stage IIA, alive, 1639 days 4233.4
TCGA-A8-A07Z-01A 85 years, female, stage:Stage IIA, alive, 1371 days 4232.4
TCGA-EW-A1P0-01A 55 years, female, white, stage:Stage IIB, alive, 1251 days 4229.1
TCGA-AR-A5QP-01A 54 years, female, white, stage:Stage IIB, alive, 1185 days 4220.0
TCGA-A1-A0SJ-01A 39 years, female, black or african american, stage:Stage IIIA, alive, 416 days 4214.8
TCGA-AR-A2LK-01A 62 years, female, white, stage:Stage III, dead, 1649 days 4199.6
TCGA-BH-A0BP-01A 76 years, female, white, stage:Stage I, dead, 2296 days 4197.8
TCGA-BH-A0BT-01A 56 years, female, white, stage:Stage IIA, alive, 2365 days 4195.5
TCGA-B6-A0RP-01A 73 years, female, white, stage:'--, dead, 3126 days 4194.6
TCGA-E9-A22E-01A 56 years, female, white, stage:Stage IIIA, alive, 1269 days 4187.1
TCGA-E2-A1B0-01A 50 years, female, white, stage:Stage IIIA, alive, 1631 days 4176.7
TCGA-E2-A1IN-01A 60 years, female, white, stage:Stage I, alive, 675 days 4160.8
TCGA-A8-A06Y-01A 66 years, female, stage:Stage IIA, alive, 791 days 4160.1
TCGA-B6-A401-01A 47 years, female, black or african american, stage:Stage IIA, alive, 2596 days 4156.2
TCGA-BH-A18R-01A 50 years, female, white, stage:Stage IIA, dead, 1142 days 4154.3
TCGA-BH-A0EB-01A 69 years, female, white, stage:Stage IA, alive, 745 days 4147.4
TCGA-E2-A1IF-01A 74 years, female, white, stage:Stage I, alive, 1138 days 4145.5
TCGA-A2-A0EW-01A 53 years, female, white, stage:Stage IIIC, dead, 1884 days 4132.8
TCGA-A7-A56D-01A 84 years, female, black or african american, stage:Stage IIA, alive, 448 days 4132.6
TCGA-A2-A0ES-01A 52 years, female, white, stage:Stage IIA, alive, 2190 days 4132.3
TCGA-A8-A06T-01A 75 years, female, stage:Stage IIIA, alive, 1614 days 4130.3
TCGA-BH-A0W7-01A 49 years, female, white, stage:Stage I, alive, 1363 days 4130.2
TCGA-E9-A228-01A 58 years, female, white, stage:Stage IIB, alive, 1285 days 4124.9
TCGA-AN-A0XN-01A 68 years, female, white, stage:Stage IIIA, alive, 10 days 4123.4
TCGA-GM-A2DM-01A 57 years, female, white, stage:Stage IIA, alive, 3226 days 4120.5
TCGA-A2-A0CO-01A 85 years, female, white, stage:Stage IIB, dead, 1468 days 4120.3
TCGA-GM-A2DI-01A 52 years, female, white, stage:Stage I, alive, 2590 days 4120.0
TCGA-PE-A5DE-01A 41 years, female, white, stage:Stage IIA, alive, 2645 days 4119.0
TCGA-5L-AAT1-01A 63 years, female, white, stage:Stage IV, alive, 1471 days 4118.3
TCGA-B6-A400-01A 43 years, female, black or african american, stage:Stage IIIA, alive, 215 days 4112.8
TCGA-E2-A15H-01A 38 years, female, white, stage:Stage IIA, alive, 393 days 4110.2
TCGA-BH-A0HI-01A 78 years, female, white, stage:Stage IA, alive, 620 days 4101.7
TCGA-E9-A1R2-01A 51 years, female, white, stage:Stage IIIC, alive, 1063 days 4099.2
TCGA-EW-A1PG-01A 53 years, female, white, stage:Stage IIB, alive, 1051 days 4093.8
TCGA-MS-A51U-01A 44 years, female, white, stage:Stage IIB, alive, 681 days 4092.5
TCGA-A2-A259-01A 70 years, female, black or african american, stage:Stage I, alive, 1596 days 4088.5
TCGA-E9-A1N8-01A 48 years, female, white, stage:Stage IIA, alive, 1039 days 4085.7
TCGA-BH-A0DK-01A 49 years, female, white, stage:Stage IIA, alive, 423 days 4084.3
TCGA-D8-A1JJ-01A 54 years, female, white, stage:Stage IIA, alive, 611 days 4082.6
TCGA-A2-A0CL-01A 37 years, female, black or african american, stage:Stage IIIA, alive, 3015 days 4082.6
TCGA-AR-A1AJ-01A 83 years, female, white, stage:Stage I, alive, 2383 days 4078.8
TCGA-LL-A441-01A 62 years, female, black or african american, stage:Stage IA, alive, 996 days 4069.4
TCGA-B6-A0IP-01A 74 years, female, white, stage:Stage IA, dead, 3926 days 4064.2
TCGA-D8-A1Y0-01A 65 years, female, white, stage:Stage IIIA, alive, 472 days 4050.4
TCGA-BH-A0W4-01A 46 years, female, white, stage:Stage IIA, alive, 759 days 4049.6
TCGA-EW-A6SB-01A 62 years, female, black or african american, stage:Stage II, alive, 760 days 4045.3
TCGA-A2-A0EM-01A 73 years, female, white, stage:Stage IA, alive, 3094 days 4043.0
TCGA-AR-A1AQ-01A 49 years, female, white, stage:Stage IIA, alive, 3021 days 4037.8
TCGA-A8-A079-01A 69 years, female, stage:Stage IIIB, alive, 274 days 4037.3
TCGA-OL-A5DA-01A 61 years, female, white, stage:Stage IIA, alive, 1783 days 4035.3
TCGA-BH-A0B6-01A 47 years, female, white, stage:Stage I, alive, 2483 days 4028.4
TCGA-E2-A1L7-01A 40 years, female, white, stage:Stage IIIA, alive, 1836 days 4024.6
TCGA-C8-A1HI-01A 40 years, female, asian, stage:Stage IIIA, alive, 343 days 4022.1
TCGA-E9-A1R0-01A 58 years, female, white, stage:Stage IIA, alive, 860 days 4021.6
TCGA-B6-A0X1-01A 48 years, female, white, stage:'--, dead, 7455 days 4021.3
TCGA-3C-AAAU-01A 55 years, female, white, stage:Stage X, alive, 4047 days 4019.4
TCGA-BH-A18U-01A 72 years, female, white, stage:Stage IIIA, dead, 1563 days 4015.9
TCGA-A8-A095-01A 45 years, female, stage:Stage I, alive, 1277 days 4011.8
TCGA-BH-A1FB-01A 60 years, female, white, stage:Stage IIB, dead, 3669 days 4010.0
TCGA-LD-A74U-01A 79 years, female, white, stage:Stage IIIC, alive, 402 days 4006.6
TCGA-AC-A3YI-01A 74 years, female, white, stage:Stage IIIC, alive, 707 days 4004.6
TCGA-B6-A0I5-01A 49 years, female, white, stage:Stage IIB, alive, 8556 days 4003.4
TCGA-OL-A5RV-01A 43 years, female, black or african american, stage:Stage IIIC, alive, 1062 days 4003.2
TCGA-C8-A12O-01A 50 years, female, asian, stage:Stage IIA, alive, 385 days 4002.7
TCGA-UL-AAZ6-01A 73 years, female, black or african american, stage:Stage IIA, alive, 518 days 4001.5
TCGA-GM-A2DH-01A 58 years, female, white, stage:Stage I, alive, 2193 days 4000.7
TCGA-A2-A3XZ-01A 46 years, female, black or african american, stage:Stage I, alive, 1532 days 3999.5
TCGA-BH-A8FZ-01A 58 years, female, white, stage:Stage IA, alive, 574 days 3998.3
TCGA-A2-A0YK-01A 61 years, female, white, stage:Stage IIA, alive, 588 days 3995.2
TCGA-BH-A8FY-01A 87 years, female, white, stage:Stage IA, dead, 295 days 3993.6
TCGA-BH-A0HA-01A 31 years, female, white, stage:Stage I, alive, 1611 days 3992.5
TCGA-A8-A09I-01A 84 years, female, stage:Stage IIA, alive, 1371 days 3979.7
TCGA-HN-A2OB-01A 45 years, female, stage:Stage IIB, dead, 1900 days 3979.5
TCGA-AR-A5QQ-01A 68 years, female, white, stage:Stage IIIA, dead, 322 days 3977.8
TCGA-A2-A04P-01A 36 years, female, black or african american, stage:Stage IIIC, dead, 548 days 3974.6
TCGA-EW-A1P7-01A 59 years, female, white, stage:Stage IIA, alive, 915 days 3973.3
TCGA-AR-A1AL-01A 60 years, female, white, stage:Stage IIIA, alive, 2971 days 3972.3
TCGA-BH-A0DS-01A 71 years, female, white, stage:Stage IIIA, alive, 78 days 3971.8
TCGA-AC-A6NO-01A 43 years, female, black or african american, stage:Stage IIB, alive, 51 days 3960.8
TCGA-A1-A0SH-01A 39 years, female, white, stage:Stage IIA, alive, 1437 days 3960.4
TCGA-D8-A1JN-01A 80 years, female, white, stage:Stage IIIC, alive, 620 days 3956.5
TCGA-BH-A0H5-01A 45 years, female, white, stage:Stage I, alive, 1620 days 3956.2
TCGA-A2-A0SV-01A 63 years, female, white, stage:Stage IV, dead, 825 days 3954.3
TCGA-LL-A50Y-01A 84 years, female, white, stage:Stage IIA, alive, 762 days 3952.2
TCGA-E2-A14U-01A 74 years, female, white, stage:Stage I, alive, 1318 days 3951.6
TCGA-E9-A247-01A 59 years, female, white, stage:Stage IA, alive, 1186 days 3950.5
TCGA-AN-A0FY-01A 55 years, female, white, stage:Stage IA, alive, 10 days 3943.5
TCGA-BH-A0W5-01A 77 years, female, white, stage:Stage IIA, alive, 1288 days 3942.5
TCGA-AR-A252-01A 50 years, female, white, stage:Stage I, alive, 2838 days 3942.4
TCGA-C8-A1HO-01A 34 years, female, asian, stage:Stage IIIC, alive, 375 days 3940.2
TCGA-GM-A2D9-01A 69 years, female, white, stage:Stage I, dead, 1812 days 3937.2
TCGA-BH-A18H-01A 63 years, female, white, stage:Stage IA, alive, 652 days 3936.9
TCGA-BH-A5IZ-01A 51 years, female, black or african american, stage:Stage IIB, alive, 567 days 3933.1
TCGA-AR-A1AS-01A 54 years, female, asian, stage:Stage IIB, alive, 1150 days 3930.5
TCGA-AC-A2FB-01A 65 years, female, white, stage:Stage IIA, alive, 1234 days 3925.1
TCGA-BH-A0H7-01A 65 years, female, white, stage:Stage IIIA, alive, 702 days 3922.0
TCGA-AC-A5XS-01A 74 years, female, white, stage:Stage IIA, alive, 588 days 3919.9
TCGA-E2-A15E-01A 40 years, female, white, stage:Stage IIA, alive, 630 days 3913.5
TCGA-A8-A08Z-01A 76 years, female, stage:'--, alive, 1217 days 3912.6
TCGA-BH-A18V-01A 48 years, female, white, stage:Stage IIB, dead, 1556 days 3910.0
TCGA-S3-AA17-01A 64 years, female, black or african american, stage:Stage IIB, alive, 424 days 3908.3
TCGA-BH-A6R9-01A 61 years, female, white, stage:Stage IIA, alive, 160 days 3904.9
TCGA-AO-A12H-01A 69 years, female, black or african american, stage:Stage IIA, alive, 1234 days 3904.6
TCGA-A2-A0CS-01A 73 years, female, white, stage:Stage IV, dead, 2348 days 3899.3
TCGA-PL-A8LX-01A 35 years, female, black or african american, stage:Stage IV, alive, 5 days 3892.3
TCGA-AR-A0TV-01A 66 years, female, stage:Stage IIA, alive, 2288 days 3890.0
TCGA-C8-A138-01A 54 years, female, asian, stage:Stage IIIA, alive, 380 days 3886.2
TCGA-E2-A14T-01A 52 years, female, white, stage:Stage IIA, alive, 2311 days 3878.5
TCGA-A8-A09N-01A 57 years, female, stage:Stage IIIC, alive, 31 days 3877.0
TCGA-E2-A109-01A 64 years, female, white, stage:Stage IIA, alive, 1417 days 3874.3
TCGA-A7-A4SE-01A 54 years, female, black or african american, stage:Stage IIA, alive, 644 days 3871.4
TCGA-B6-A0RL-01A 60 years, female, black or african american, stage:Stage IIA, dead, 2469 days 3870.8
TCGA-AC-A8OR-01A 75 years, female, white, stage:Stage IA, alive, 40 days 3855.9
TCGA-BH-A0E1-01A 52 years, female, white, stage:Stage IIB, alive, 477 days 3851.4
TCGA-AR-A1AO-01A 47 years, female, white, stage:Stage IIA, alive, 2618 days 3851.0
TCGA-AN-A0FK-01A 88 years, female, white, stage:Stage IIIB, alive, 213 days 3846.8
TCGA-A2-A0CQ-01A 62 years, female, black or african american, stage:Stage IA, alive, 2695 days 3845.3
TCGA-AO-A0JG-01A 49 years, female, white, stage:Stage IIIA, alive, 798 days 3840.2
TCGA-B6-A0RO-01A 71 years, female, white, stage:Stage IIIB, alive, 4929 days 3839.8
TCGA-C8-A275-01A 56 years, female, asian, stage:Stage IIA, alive, 1 days 3839.0
TCGA-E2-A15D-01A 47 years, female, white, stage:Stage IIA, alive, 526 days 3839.0
TCGA-AR-A0U4-01A 54 years, female, white, stage:Stage IIA, alive, 3261 days 3838.6
TCGA-A2-A4RX-01A 67 years, female, black or african american, stage:Stage IIA, alive, 742 days 3835.0
TCGA-A8-A0A7-01A 57 years, female, stage:Stage IIB, alive, 30 days 3832.9
TCGA-AN-A0FV-01A 58 years, female, white, stage:Stage IIA, alive, 10 days 3830.8
TCGA-E9-A22A-01A 74 years, female, white, stage:Stage IIA, alive, 1189 days 3827.4
TCGA-B6-A0X4-01A 62 years, female, white, stage:Stage IIB, dead, 860 days 3826.9
TCGA-E9-A22D-01A 38 years, female, white, stage:Stage IIA, alive, 1248 days 3826.5
TCGA-AN-A0FN-01A 61 years, female, white, stage:Stage IA, alive, 218 days 3826.5
TCGA-AO-A03R-01A 57 years, female, white, stage:Stage IIB, alive, 2091 days 3825.5
TCGA-AR-A0TR-01A 68 years, female, white, stage:Stage IIB, dead, 160 days 3824.5
TCGA-BH-A18M-01A 39 years, female, white, stage:Stage IIIA, dead, 2207 days 3823.1
TCGA-D8-A1XS-01A 48 years, male, white, stage:Stage IIIC, alive, 496 days 3822.3
TCGA-A2-A04W-01A 50 years, female, white, stage:Stage IIB, alive, 3102 days 3812.8
TCGA-AO-A1KT-01A 78 years, female, white, stage:Stage IIA, alive, 541 days 3812.5
TCGA-AR-A1AI-01A 47 years, female, white, stage:Stage IIA, alive, 3296 days 3809.6
TCGA-BH-A0B1-01A 66 years, female, white, stage:Stage IIB, alive, 1148 days 3800.8
TCGA-C8-A131-01A 82 years, female, asian, stage:Stage IIIA, alive, 411 days 3800.6
TCGA-AN-A03X-01A 74 years, female, white, stage:Stage IIA, alive, 10 days 3799.7
TCGA-E2-A1LI-01A 57 years, female, white, stage:Stage IIB, alive, 3121 days 3799.0
TCGA-BH-A1F0-01A 80 years, female, white, stage:Stage IIA, dead, 785 days 3792.4
TCGA-S3-A6ZG-01A 71 years, female, black or african american, stage:Stage IIB, alive, 562 days 3791.5
TCGA-3C-AALJ-01A 62 years, female, black or african american, stage:Stage IIB, alive, 1474 days 3789.4
TCGA-E9-A227-01A 42 years, female, white, stage:Stage IIB, alive, 975 days 3789.0
TCGA-C8-A12Y-01A 44 years, female, asian, stage:Stage IIB, alive, 1476 days 3787.9
TCGA-OL-A6VR-01A 48 years, female, black or african american, stage:Stage IA, alive, 1220 days 3787.8
TCGA-AR-A2LH-01A 55 years, female, white, stage:Stage III, dead, 616 days 3786.8
TCGA-A7-A6VX-01A 68 years, female, black or african american, stage:Stage IIA, alive, 317 days 3784.3
TCGA-E9-A243-01A 52 years, female, white, stage:Stage IIA, alive, 612 days 3781.8
TCGA-BH-A208-01A 48 years, female, white, stage:Stage IIB, dead, 1759 days 3773.8
TCGA-AO-A0J5-01A 48 years, female, white, stage:Stage IV, dead, 792 days 3768.6
TCGA-A8-A084-01A 81 years, female, stage:Stage IIB, alive, 458 days 3762.9
TCGA-4H-AAAK-01A 50 years, female, white, stage:Stage IIIA, alive, 348 days 3759.7
TCGA-E9-A1NE-01A 28 years, female, white, stage:Stage IIB, alive, 1088 days 3756.8
TCGA-E2-A108-01A 64 years, female, white, stage:Stage IIIA, alive, 837 days 3754.6
TCGA-A8-A0A6-01A 64 years, female, stage:Stage IIIC, alive, 640 days 3751.6
TCGA-AN-A0FL-01A 62 years, female, white, stage:Stage IIA, alive, 231 days 3749.9
TCGA-EW-A1J2-01A 50 years, female, black or african american, stage:'--, alive, 403 days 3746.7
TCGA-D8-A1JT-01A 70 years, female, white, stage:Stage IIA, alive, 405 days 3745.0
TCGA-A2-A0YI-01A 62 years, female, white, stage:Stage I, alive, 1505 days 3742.3
TCGA-EW-A1P6-01A 64 years, female, white, stage:Stage IIB, alive, 562 days 3739.3
TCGA-B6-A40B-01A 76 years, female, white, stage:Stage I, alive, 3152 days 3737.6
TCGA-AR-A1AT-01A 62 years, female, white, stage:Stage IIA, dead, 1272 days 3737.5
TCGA-E9-A1RD-01A 67 years, female, white, stage:Stage IIA, alive, 34 days 3735.6
TCGA-D8-A3Z5-01A 54 years, female, white, stage:Stage IIIC, alive, 1015 days 3735.1
TCGA-A8-A06O-01A 60 years, female, stage:Stage I, alive, 396 days 3734.9
TCGA-EW-A1P3-01A 48 years, female, white, stage:Stage IIA, alive, 1611 days 3732.1
TCGA-E2-A150-01A 48 years, female, white, stage:Stage IIA, alive, 1935 days 3727.1
TCGA-BH-A0HO-01A 48 years, female, white, stage:Stage IIA, alive, 76 days 3726.4
TCGA-AR-A1AM-01A 52 years, female, white, stage:Stage IIIA, alive, 2991 days 3720.1
TCGA-BH-A1FN-01A 34 years, female, white, stage:Stage IIA, dead, 2192 days 3719.1
TCGA-E2-A10C-01A 54 years, female, white, stage:Stage IIB, alive, 1220 days 3715.5
TCGA-D8-A27K-01A 47 years, female, white, stage:Stage IIB, alive, 1461 days 3713.2
TCGA-BH-A8G0-01A 54 years, female, white, stage:Stage IIB, alive, 662 days 3712.9
TCGA-AC-A2FK-01A 45 years, female, white, stage:Stage IIIC, alive, 2650 days 3709.2
TCGA-AC-A2BM-01A 41 years, female, black or african american, stage:Stage IIB, alive, 3022 days 3702.8
TCGA-D8-A1JU-01A 51 years, female, white, stage:Stage IA, alive, 447 days 3702.1
TCGA-A2-A3XX-01A 49 years, female, black or african american, stage:Stage IIA, dead, 1439 days 3696.6
TCGA-B6-A0IH-01A 81 years, female, white, stage:Stage IIIA, dead, 2965 days 3694.1
TCGA-D8-A27F-01A 40 years, female, white, stage:Stage IIA, alive, 488 days 3684.5
TCGA-AO-A0J6-01A 61 years, female, white, stage:Stage IIA, alive, 1140 days 3683.0
TCGA-AR-A24V-01A 52 years, female, white, stage:Stage IIB, alive, 3203 days 3680.9
TCGA-EW-A6SD-01A 32 years, female, black or african american, stage:Stage IIB, alive, 1010 days 3675.4
TCGA-D8-A1XA-01A 64 years, female, white, stage:Stage IA, alive, 839 days 3672.5
TCGA-AQ-A1H3-01A 49 years, female, white, stage:Stage IIIC, alive, 989 days 3668.1
TCGA-A2-A1FX-01A 61 years, female, white, stage:Stage IIIA, alive, 1847 days 3668.0
TCGA-BH-A1EW-01A 38 years, female, white, stage:Stage IIA, dead, 1694 days 3667.6
TCGA-AC-A3TN-01A 75 years, female, white, stage:Stage IIB, alive, 456 days 3666.9
TCGA-E2-A15L-01A 65 years, female, black or african american, stage:Stage IIA, alive, 626 days 3666.1
TCGA-A7-A13F-01A 44 years, female, white, stage:Stage IIIA, alive, 765 days 3664.2
TCGA-A2-A3XW-01A 42 years, female, black or african american, stage:Stage IIB, alive, 1712 days 3664.1
TCGA-D8-A141-01A 40 years, female, white, stage:'--, alive, 626 days 3659.1
TCGA-C8-A273-01A 29 years, female, asian, stage:Stage IIB, alive, 513 days 3658.6
TCGA-D8-A1XR-01A 56 years, female, white, stage:Stage IIB, alive, 482 days 3658.5
TCGA-BH-A5J0-01A 63 years, female, black or african american, stage:Stage IA, alive, 715 days 3651.9
TCGA-LQ-A4E4-01A 73 years, female, white, stage:Stage IIIA, alive, 849 days 3650.7
TCGA-E9-A1NH-01A 71 years, female, white, stage:Stage IIB, alive, 576 days 3646.8
TCGA-E2-A1B4-01A 74 years, female, white, stage:Stage IIIA, dead, 1004 days 3641.1
TCGA-AO-A0JL-01A 59 years, female, white, stage:Stage IIIA, alive, 1683 days 3637.4
TCGA-E9-A1N6-01A 52 years, female, white, stage:Stage IIB, dead, 678 days 3633.8
TCGA-E2-A10F-01A 47 years, female, white, stage:Stage IIA, alive, 878 days 3628.7
TCGA-A2-A25E-01A 34 years, female, black or african american, stage:Stage IIIA, alive, 3204 days 3628.0
TCGA-E2-A1L9-01A 40 years, female, white, stage:Stage IIA, alive, 598 days 3623.5
TCGA-AQ-A54O-01A 51 years, male, black or african american, stage:Stage IIA, alive, 1001 days 3622.2
TCGA-A8-A08A-01A 89 years, female, stage:Stage I, alive, 30 days 3617.5
TCGA-D8-A27G-01A 75 years, female, white, stage:Stage IIA, alive, 409 days 3617.5
TCGA-D8-A73X-01A 53 years, female, white, stage:Stage IIA, alive, 767 days 3606.3
TCGA-BH-A18F-01A 50 years, female, white, stage:Stage IIA, alive, 1001 days 3605.4
TCGA-AC-A2FE-01A 62 years, female, white, stage:Stage IIIC, dead, 2636 days 3604.4
TCGA-AO-A0JE-01A 53 years, female, black or african american, stage:Stage IIIA, alive, 2335 days 3602.8
TCGA-E9-A22H-01A 42 years, female, white, stage:Stage IIB, alive, 1232 days 3598.8
TCGA-E2-A15I-01A 44 years, female, white, stage:Stage IIA, alive, 1692 days 3593.6
TCGA-E9-A1RC-01A 56 years, female, white, stage:Stage IIIC, alive, 1224 days 3589.8
TCGA-B6-A0RM-01A 57 years, female, black or african american, stage:Stage X, dead, 2373 days 3579.0
TCGA-EW-A1J3-01A 61 years, female, white, stage:Stage IA, alive, 504 days 3575.2
TCGA-D8-A27V-01A 62 years, female, white, stage:Stage IIA, alive, 381 days 3569.5
TCGA-BH-A0DV-01A 54 years, female, white, stage:Stage IIIA, alive, 2064 days 3567.0
TCGA-AN-A0XV-01A 67 years, female, white, stage:Stage IIIA, alive, 162 days 3564.9
TCGA-AR-A24M-01A 38 years, female, white, stage:Stage IIIA, alive, 3660 days 3564.4
TCGA-BH-A0B7-01A 42 years, female, white, stage:Stage IIB, alive, 2559 days 3562.6
TCGA-E9-A295-01A 71 years, female, white, stage:Stage IIA, alive, 375 days 3555.1
TCGA-B6-A0WZ-01A 50 years, female, black or african american, stage:Stage II, alive, 6292 days 3549.8
TCGA-E9-A22B-01A 71 years, female, white, stage:Stage IA, alive, 1167 days 3547.8
TCGA-D8-A143-01A 51 years, female, white, stage:Stage IIA, alive, 431 days 3546.2
TCGA-C8-A12V-01A 55 years, female, asian, stage:Stage IIA, alive, 385 days 3545.4
TCGA-GM-A3NY-01A 72 years, female, white, stage:Stage IIB, alive, 1162 days 3539.7
TCGA-E9-A1NI-01A 51 years, female, white, stage:Stage IIA, alive, 300 days 3537.9
TCGA-E9-A1R3-01A 70 years, female, white, stage:Stage IIIC, alive, 78 days 3535.7
TCGA-A2-A0ET-01A 58 years, female, white, stage:Stage IIIA, alive, 1066 days 3534.5
TCGA-E2-A1IJ-01A 57 years, female, white, stage:Stage I, alive, 865 days 3534.1
TCGA-AC-A2FG-01A 79 years, female, white, stage:Stage IIB, alive, 1853 days 3532.2
TCGA-GM-A4E0-01A 67 years, female, white, stage:Stage IIIC, alive, 2191 days 3532.1
TCGA-BH-A0H9-01A 69 years, female, white, stage:Stage IIA, alive, 1247 days 3528.3
TCGA-XX-A89A-01A 68 years, female, white, stage:Stage IIB, alive, 488 days 3527.0
TCGA-BH-A0DG-01A 30 years, female, black or african american, stage:Stage IIA, alive, 2041 days 3520.8
TCGA-OK-A5Q2-01A 59 years, female, stage:Stage II, alive, 64 days 3500.6
TCGA-BH-A18L-01A 50 years, female, white, stage:Stage IIIA, dead, 811 days 3496.8
TCGA-BH-A1FJ-01A 66 years, female, white, stage:Stage IIIA, dead, 1927 days 3495.3
TCGA-AN-A04D-01A 58 years, female, white, stage:Stage IIB, alive, 52 days 3491.2
TCGA-BH-A201-01A 64 years, female, white, stage:Stage IA, alive, 856 days 3490.2
TCGA-BH-A0BF-01A 56 years, female, white, stage:Stage IIB, dead, 1324 days 3487.2
TCGA-BH-A0BD-01A 47 years, female, white, stage:Stage IIA, alive, 554 days 3479.5
TCGA-A8-A06P-01A 63 years, female, stage:Stage IIIA, alive, 396 days 3479.3
TCGA-A8-A06Q-01A 63 years, female, stage:Stage IIIA, alive, 31 days 3477.4
TCGA-E2-A1IG-01A 45 years, female, white, stage:Stage IIB, alive, 2140 days 3474.3
TCGA-AR-A2LN-01A 65 years, female, white, stage:Stage IIA, alive, 1161 days 3473.2
TCGA-LL-A7T0-01A 70 years, female, black or african american, stage:Stage IIB, alive, 376 days 3471.4
TCGA-A2-A3Y0-01A 57 years, female, black or african american, stage:Stage IIB, alive, 1546 days 3468.3
TCGA-A8-A07L-01A 58 years, female, stage:Stage IIIA, alive, 975 days 3466.6
TCGA-LL-A73Y-01A 67 years, female, black or african american, stage:Stage IA, alive, 477 days 3464.3
TCGA-C8-A12Q-01A 78 years, female, asian, stage:Stage IIIA, dead, 385 days 3464.0
TCGA-D8-A13Y-01A 52 years, female, white, stage:Stage IA, alive, 1728 days 3462.7
TCGA-E9-A1NG-01A 62 years, female, white, stage:Stage IIA, dead, 786 days 3461.0
TCGA-AN-A0XW-01A 36 years, female, white, stage:Stage IIIA, alive, 170 days 3460.1
TCGA-D8-A13Z-01A 51 years, female, white, stage:'--, alive, 635 days 3455.5
TCGA-BH-A1FH-01A 47 years, female, white, stage:Stage IV, dead, 1034 days 3451.1
TCGA-E9-A1NA-01A 58 years, female, white, stage:Stage IIA, alive, 1112 days 3446.9
TCGA-A8-A08G-01A 41 years, female, stage:Stage IIA, alive, 607 days 3445.9
TCGA-BH-A18J-01A 56 years, female, white, stage:Stage IV, dead, 612 days 3445.0
TCGA-A2-A1FW-01A 62 years, female, white, stage:Stage IIIA, alive, 528 days 3442.8
TCGA-BH-A0DQ-01A 42 years, female, white, stage:Stage IIB, alive, 98 days 3438.4
TCGA-E9-A229-01A 37 years, female, white, stage:Stage IA, alive, 1148 days 3435.4
TCGA-BH-A0WA-01A 82 years, female, white, stage:Stage I, alive, 701 days 3434.2
TCGA-EW-A2FR-01A 59 years, female, black or african american, stage:Stage IIIC, alive, 1673 days 3421.6
TCGA-E2-A14P-01A 79 years, female, white, stage:Stage IIIC, alive, 1246 days 3415.9
TCGA-D8-A4Z1-01A 68 years, female, white, stage:Stage IA, alive, 659 days 3409.7
TCGA-BH-A204-01A 80 years, female, white, stage:Stage IIB, dead, 2534 days 3403.1
TCGA-E9-A1RI-01A 43 years, female, white, stage:Stage IIIA, alive, 1449 days 3402.0
TCGA-E2-A1BC-01A 63 years, female, stage:Stage IA, alive, 501 days 3400.8
TCGA-C8-A130-01A 52 years, female, asian, stage:Stage IIIA, alive, 370 days 3399.7
TCGA-EW-A6SA-01A 59 years, male, black or african american, stage:Stage II, alive, 510 days 3392.5
TCGA-B6-A402-01A 47 years, female, black or african american, stage:Stage I, alive, 2281 days 3391.7
TCGA-LL-A440-01A 61 years, female, white, stage:Stage IA, alive, 759 days 3386.3
TCGA-A8-A08O-01A 45 years, female, stage:Stage IV, alive, 943 days 3375.0
TCGA-AC-A3W7-01A 66 years, female, white, stage:Stage IIB, alive, 471 days 3373.8
TCGA-AQ-A1H2-01A 84 years, female, white, stage:Stage IIIA, alive, 475 days 3373.1
TCGA-A8-A0A9-01A 80 years, female, stage:Stage IIA, alive, 822 days 3367.0
TCGA-AR-A254-01A 50 years, female, white, stage:Stage IIIA, alive, 2605 days 3363.7
TCGA-D8-A27N-01A 36 years, female, white, stage:Stage IIIA, alive, 519 days 3362.1
TCGA-EW-A1IX-01A 48 years, female, asian, stage:Stage IIA, alive, 1208 days 3346.1
TCGA-D8-A1JH-01A 56 years, female, white, stage:Stage IA, alive, 426 days 3345.8
TCGA-BH-A0DI-01A 63 years, female, white, stage:Stage IIB, alive, 912 days 3337.0
TCGA-E9-A1N3-01A 70 years, female, white, stage:Stage IIIA, alive, 1059 days 3333.8
TCGA-LL-A5YO-01A 50 years, female, black or african american, stage:Stage IA, alive, 440 days 3326.0
TCGA-AO-A0JI-01A 56 years, female, white, stage:Stage IIA, alive, 1528 days 3320.6
TCGA-D8-A27I-01A 58 years, female, white, stage:Stage IIIA, alive, 439 days 3318.6
TCGA-D8-A1XB-01A 62 years, female, white, stage:Stage IIB, alive, 552 days 3310.7
TCGA-A8-A08P-01A 70 years, female, stage:Stage IIIA, alive, 943 days 3309.4
TCGA-A2-A04N-01A 66 years, female, white, stage:Stage IA, alive, 4354 days 3308.3
TCGA-A2-A0EN-01A 70 years, female, white, stage:Stage IIA, alive, 4088 days 3304.6
TCGA-A8-A0A4-01A 73 years, female, stage:Stage IIA, alive, 396 days 3303.7
TCGA-A7-A3IZ-01A 62 years, female, white, stage:Stage IIA, alive, 322 days 3303.2
TCGA-D8-A1XM-01A 57 years, female, white, stage:Stage IA, alive, 538 days 3299.1
TCGA-A7-A4SA-01A 40 years, female, white, stage:Stage IIB, alive, 454 days 3295.0
TCGA-C8-A27A-01A 48 years, female, asian, stage:Stage IIB, alive, 747 days 3291.7
TCGA-OL-A6VO-01A 43 years, female, black or african american, stage:Stage IA, alive, 858 days 3291.4
TCGA-A7-A4SB-01A 56 years, female, white, stage:Stage IIIA, alive, 418 days 3290.3
TCGA-A7-A0CH-01A 79 years, female, white, stage:Stage IIA, alive, 1079 days 3289.4
TCGA-D8-A27P-01A 64 years, female, white, stage:Stage IA, alive, 49 days 3288.9
TCGA-AR-A24N-01A 54 years, female, white, stage:Stage I, alive, 3035 days 3285.9
TCGA-OL-A6VQ-01A 49 years, female, white, stage:Stage IIA, alive, 600 days 3285.3
TCGA-A8-A0A1-01A 84 years, female, stage:Stage IIA, alive, 365 days 3282.9
TCGA-OL-A66J-01A 80 years, female, white, stage:Stage I, alive, 1996 days 3280.9
TCGA-BH-A1FD-01A 68 years, female, white, stage:Stage I, dead, 1009 days 3280.3
TCGA-E9-A1R5-01A 63 years, female, white, stage:Stage IA, alive, 92 days 3276.4
TCGA-A7-A0D9-01A 37 years, female, white, stage:Stage IIA, alive, 1139 days 3270.3
TCGA-A8-A09A-01A 40 years, female, stage:Stage X, alive, 304 days 3266.9
TCGA-E2-A1IU-01A 60 years, female, white, stage:Stage IA, alive, 337 days 3258.0
TCGA-E2-A15S-01A 34 years, female, white, stage:Stage IIB, alive, 428 days 3254.4
TCGA-PE-A5DD-01A 64 years, female, asian, stage:Stage IIA, alive, 1953 days 3251.2
TCGA-AN-A0FZ-01A 45 years, female, white, stage:Stage IIIA, alive, 10 days 3251.0
TCGA-C8-A132-01A 56 years, female, asian, stage:Stage IIB, alive, 383 days 3245.9
TCGA-BH-A1EX-01A 67 years, female, white, stage:Stage IIB, dead, 1508 days 3242.5
TCGA-BH-A0B3-01A 53 years, female, white, stage:Stage IIB, alive, 1203 days 3238.9
TCGA-C8-A26X-01A 58 years, female, asian, stage:Stage IIA, alive, 376 days 3236.6
TCGA-BH-A0HQ-01A 56 years, female, white, stage:Stage IIA, alive, 1121 days 3235.9
TCGA-EW-A2FW-01A 52 years, female, white, stage:Stage IIA, alive, 672 days 3235.0
TCGA-BH-A0HL-01A 56 years, female, white, stage:Stage IIB, alive, 72 days 3234.5
TCGA-A7-A425-01A 70 years, female, white, stage:Stage IIIC, alive, 447 days 3234.4
TCGA-BH-A0BZ-01A 59 years, female, white, stage:Stage IIIA, alive, 2255 days 3230.7
TCGA-A8-A09D-01A 47 years, female, stage:Stage IIB, alive, 1522 days 3229.1
TCGA-A2-A0SX-01A 48 years, female, white, stage:Stage IA, alive, 1534 days 3228.3
TCGA-BH-A209-01A 77 years, female, black or african american, stage:Stage I, dead, 3959 days 3227.5
TCGA-EW-A1J6-01A 70 years, female, white, stage:Stage I, alive, 875 days 3225.9
TCGA-A2-A3KC-01A 55 years, female, black or african american, stage:Stage IIB, alive, 1102 days 3221.8
TCGA-AR-A1AU-01A 39 years, female, white, stage:Stage IIIA, alive, 2868 days 3221.5
TCGA-A8-A07S-01A 73 years, female, stage:Stage IIA, alive, 243 days 3218.6
TCGA-A1-A0SD-01A 59 years, female, white, stage:Stage IIA, alive, 437 days 3215.3
TCGA-D8-A1XY-01A 74 years, female, white, stage:Stage IIA, alive, 503 days 3207.0
TCGA-AR-A1AV-01A 68 years, male, white, stage:Stage IIB, alive, 1864 days 3205.1
TCGA-BH-A18Q-01A 56 years, female, white, stage:Stage IIB, dead, 1692 days 3197.7
TCGA-BH-A0AZ-01A 47 years, female, white, stage:Stage IIIA, alive, 1919 days 3196.4
TCGA-AN-A0FX-01A 52 years, female, white, stage:Stage IIA, alive, 10 days 3193.6
TCGA-BH-A0HW-01A 62 years, female, asian, stage:Stage IA, alive, 1561 days 3192.8
TCGA-AN-A0AJ-01A 79 years, female, white, stage:Stage IIB, alive, 303 days 3190.0
TCGA-A8-A06Z-01A 84 years, female, stage:Stage IIB, alive, 31 days 3188.5
TCGA-A7-A4SC-01A 62 years, female, white, stage:Stage IIB, alive, 446 days 3188.1
TCGA-GM-A3NW-01A 63 years, female, white, stage:Stage IIA, alive, 3361 days 3173.7
TCGA-LL-A9Q3-01A 69 years, female, white, stage:Stage IIIC, alive, 532 days 3172.6
TCGA-A8-A08L-01A 89 years, female, stage:Stage IIIA, dead, 30 days 3170.9
TCGA-AR-A5QN-01A 68 years, female, white, stage:Stage IIIC, alive, 1013 days 3169.6
TCGA-B6-A40C-01A 51 years, female, white, stage:Stage IIB, alive, 2164 days 3167.2
TCGA-AR-A256-01A 45 years, female, white, stage:Stage IIA, dead, 2854 days 3166.9
TCGA-E9-A3QA-01A 33 years, female, white, stage:Stage IIA, alive, 918 days 3166.4
TCGA-BH-A0DE-01A 62 years, female, white, stage:Stage IIA, alive, 2372 days 3164.0
TCGA-C8-A26W-01A 58 years, female, asian, stage:Stage IIB, alive, 381 days 3161.6
TCGA-E2-A14X-01A 55 years, female, black or african american, stage:Stage IIIA, alive, 972 days 3159.3
TCGA-S3-AA11-01A 67 years, female, black or african american, stage:Stage IIA, alive, 421 days 3156.8
TCGA-AR-A2LM-01A 49 years, female, white, stage:Stage II, alive, 1935 days 3153.0
TCGA-BH-A6R8-01A 46 years, female, black or african american, stage:Stage IIA, alive, 293 days 3151.2
TCGA-A7-A26H-01A 72 years, female, white, stage:Stage IIA, alive, 724 days 3151.1
TCGA-AR-A1AX-01A 64 years, female, white, stage:Stage I, alive, 2629 days 3151.0
TCGA-A7-A4SD-01A 52 years, female, black or african american, stage:Stage IIA, alive, 441 days 3150.4
TCGA-BH-A0C3-01A 47 years, female, white, stage:Stage I, alive, 2709 days 3149.3
TCGA-Z7-A8R6-01A 46 years, female, white, stage:Stage I, alive, 3256 days 3148.4
TCGA-BH-A18N-01A 88 years, female, white, stage:Stage IIA, dead, 468 days 3144.0
TCGA-BH-A0BO-01A 54 years, female, white, stage:Stage I, alive, 2197 days 3142.9
TCGA-D8-A1JF-01A 79 years, female, white, stage:Stage IIIA, alive, 366 days 3137.6
TCGA-AN-A0FT-01A 63 years, female, white, stage:Stage IIB, alive, 214 days 3136.9
TCGA-AR-A2LL-01A 70 years, female, white, stage:Stage IIB, alive, 2012 days 3134.9
TCGA-EW-A1PA-01A 59 years, female, white, stage:Stage IIB, alive, 575 days 3130.1
TCGA-PL-A8LZ-01A 29 years, female, black or african american, stage:Stage IIIB, alive, 302 days 3128.4
TCGA-A2-A0YF-01A 67 years, female, black or african american, stage:Stage I, alive, 1535 days 3128.2
TCGA-BH-A0BR-01A 59 years, female, white, stage:Stage I, alive, 2330 days 3125.3
TCGA-BH-A0B5-01A 40 years, female, white, stage:Stage IIIA, alive, 2136 days 3121.6
TCGA-B6-A1KI-01A 63 years, female, white, stage:Stage I, alive, 2236 days 3114.2
TCGA-B6-A0WW-01A 58 years, female, black or african american, stage:Stage X, dead, 558 days 3112.9
TCGA-AN-A0XU-01A 54 years, female, white, stage:Stage IIA, alive, 10 days 3109.7
TCGA-EW-A1IZ-01A 53 years, female, white, stage:Stage IIIA, alive, 554 days 3108.5
TCGA-E2-A14Q-01A 50 years, female, white, stage:Stage IIB, alive, 1163 days 3107.1
TCGA-A2-A04Q-01A 48 years, female, white, stage:Stage IA, alive, 2385 days 3107.0
TCGA-AR-A255-01A 62 years, female, white, stage:Stage I, alive, 2161 days 3094.5
TCGA-GM-A2DN-01A 58 years, female, white, stage:Stage IIA, alive, 3091 days 3091.2
TCGA-EW-A1J5-01A 59 years, female, white, stage:Stage IIB, alive, 477 days 3091.1
TCGA-A2-A4RW-01A 49 years, female, white, stage:Stage IIIC, alive, 222 days 3086.5
TCGA-EW-A6SC-01A 60 years, female, black or african american, stage:Stage IIA, alive, 952 days 3085.1
TCGA-E9-A3HO-01A 49 years, female, white, stage:Stage IIA, alive, 1158 days 3082.2
TCGA-A2-A25C-01A 50 years, female, white, stage:Stage IIB, alive, 523 days 3078.6
TCGA-E2-A156-01A 61 years, female, white, stage:Stage I, alive, 726 days 3076.6
TCGA-D8-A1XU-01A 56 years, female, white, stage:Stage IA, alive, 395 days 3070.8
TCGA-AR-A0TZ-01A 43 years, female, white, stage:'--, dead, 3262 days 3070.4
TCGA-A8-A07B-01A 69 years, female, stage:Stage IIA, alive, 1308 days 3070.3
TCGA-E2-A573-01A 48 years, female, black or african american, stage:Stage IA, alive, 1062 days 3067.8
TCGA-E9-A5FL-01A 65 years, female, white, stage:Stage IIB, alive, 24 days 3064.4
TCGA-BH-A0BV-01A 78 years, female, white, stage:Stage IIB, alive, 1519 days 3055.8
TCGA-E9-A54X-01A 85 years, female, white, stage:Stage IA, alive, 727 days 3055.0
TCGA-A8-A09B-01A 58 years, female, stage:Stage IIIB, alive, 365 days 3054.1
TCGA-A2-A0YJ-01A 39 years, female, white, stage:Stage IIIA, alive, 566 days 3052.9
TCGA-D8-A1XT-01A 61 years, female, white, stage:Stage IIA, alive, 506 days 3051.8
TCGA-EW-A2FV-01A 39 years, female, white, stage:Stage IIIC, alive, 788 days 3051.4
TCGA-LL-A5YM-01A 88 years, female, black or african american, stage:Stage IIIB, alive, 394 days 3049.9
TCGA-D8-A1XG-01A 86 years, female, white, stage:Stage IIIB, alive, 448 days 3045.1
TCGA-C8-A12P-01A 55 years, female, asian, stage:Stage IIB, alive, 358 days 3039.6
TCGA-E2-A15K-01A 58 years, female, white, stage:Stage IIB, alive, 275 days 3039.3
TCGA-A2-A0YC-01A 59 years, female, white, stage:Stage IIB, alive, 990 days 3035.4
TCGA-A1-A0SG-01A 61 years, female, white, stage:Stage IIB, alive, 434 days 3029.8
TCGA-AR-A2LQ-01A 59 years, female, white, stage:Stage IIB, alive, 1233 days 3020.9
TCGA-A2-A0T7-01A 51 years, female, white, stage:Stage IIA, alive, 631 days 3020.8
TCGA-AR-A0TX-01A 64 years, female, stage:Stage IIA, alive, 1972 days 3018.6
TCGA-E2-A10E-01A 64 years, female, white, stage:Stage IIA, alive, 865 days 3013.4
TCGA-E9-A54Y-01A 63 years, female, white, stage:Stage IIIA, alive, 725 days 3011.6
TCGA-A7-A26G-01A 50 years, female, black or african american, stage:Stage IIA, alive, 722 days 3010.5
TCGA-C8-A12U-01A 46 years, female, asian, stage:Stage IIB, alive, 385 days 3008.1
TCGA-A2-A04R-01A 36 years, female, black or african american, stage:Stage IA, alive, 3709 days 3006.4
TCGA-D8-A1XJ-01A 76 years, female, white, stage:Stage IIIA, alive, 664 days 3005.5
TCGA-A7-A0DC-01A 63 years, female, white, stage:Stage IA, alive, 906 days 3004.1
TCGA-A7-A26E-01A 71 years, female, white, stage:Stage IIIA, alive, 954 days 3003.9
TCGA-BH-A1EV-01A 45 years, female, white, stage:Stage IIIA, dead, 365 days 3001.0
TCGA-OL-A5D6-01A 71 years, female, black or african american, stage:Stage IIA, dead, 1104 days 2993.1
TCGA-EW-A1P4-01A 43 years, female, white, stage:Stage IIA, alive, 907 days 2990.1
TCGA-AC-A2B8-01A 84 years, female, white, stage:Stage IIB, alive, 677 days 2989.7
TCGA-C8-A278-01A 61 years, female, asian, stage:Stage IIIA, alive, 297 days 2983.8
TCGA-B6-A0WS-01A 58 years, female, black or african american, stage:Stage X, dead, 2965 days 2983.1
TCGA-D8-A1X6-01A 80 years, female, white, stage:Stage IIIA, alive, 541 days 2982.5
TCGA-E9-A1R7-01A 64 years, female, white, stage:Stage IIA, alive, 1467 days 2978.7
TCGA-3C-AALK-01A 52 years, female, black or african american, stage:Stage IA, alive, 1448 days 2974.9
TCGA-BH-A18P-01A 60 years, female, white, stage:Stage I, dead, 921 days 2972.9
TCGA-BH-A18S-01A 79 years, female, white, stage:Stage I, dead, 2009 days 2970.4
TCGA-A8-A07W-01A 76 years, female, stage:Stage IV, alive, 304 days 2959.4
TCGA-A2-A4S1-01A 66 years, female, white, stage:Stage IIA, alive, 820 days 2956.9
TCGA-E2-A159-01A 50 years, female, white, stage:Stage IIA, alive, 762 days 2950.8
TCGA-AN-A0XL-01A 61 years, female, white, stage:Stage IIA, alive, 163 days 2947.8
TCGA-BH-A0DT-01A 41 years, female, white, stage:Stage IIA, alive, 2403 days 2944.8
TCGA-A2-A0YH-01A 53 years, female, white, stage:Stage IIIA, alive, 659 days 2941.8
TCGA-A7-A0DA-01A 62 years, female, white, stage:Stage IIA, alive, 1085 days 2940.1
TCGA-E2-A1LB-01A 41 years, female, black or african american, stage:Stage IIB, alive, 2306 days 2939.8
TCGA-AR-A1AK-01A 70 years, female, white, stage:Stage I, alive, 3159 days 2936.8
TCGA-D8-A142-01A 74 years, female, white, stage:Stage IIB, alive, 425 days 2936.7
TCGA-E9-A1RE-01A 74 years, female, white, stage:Stage IIIA, alive, 1419 days 2936.0
TCGA-A2-A25B-01A 39 years, female, black or african american, stage:Stage IIB, alive, 1291 days 2933.0
TCGA-A2-A04Y-01A 53 years, female, white, stage:Stage IIB, alive, 1099 days 2930.1
TCGA-EW-A1IW-01A 80 years, female, white, stage:Stage IIB, alive, 371 days 2929.0
TCGA-AN-A0AK-01A 76 years, female, white, stage:Stage IIA, alive, 224 days 2926.4
TCGA-BH-A1EO-01A 68 years, female, white, stage:Stage IIA, dead, 2798 days 2924.5
TCGA-E9-A1RH-01A 63 years, female, white, stage:Stage IIA, alive, 1417 days 2923.0
TCGA-BH-A1FG-01A 88 years, female, white, stage:Stage I, dead, 577 days 2920.4
TCGA-A7-A3RF-01A 79 years, female, white, stage:Stage IIA, alive, 408 days 2920.1
TCGA-BH-A0HU-01A 52 years, female, white, stage:Stage IA, alive, 392 days 2908.4
TCGA-AR-A1AP-01A 80 years, female, white, stage:Stage I, alive, 2856 days 2904.3
TCGA-AN-A0XR-01A 55 years, female, white, stage:Stage IIIA, alive, 10 days 2899.9
TCGA-B6-A408-01A 55 years, female, black or african american, stage:Stage IIIC, alive, 2072 days 2898.9
TCGA-D8-A1JS-01A 77 years, female, white, stage:Stage IA, alive, 371 days 2898.2
TCGA-GM-A2DK-01A 58 years, female, white, stage:Stage I, alive, 2645 days 2893.8
TCGA-BH-A1EN-01A 78 years, female, white, stage:Stage IIA, dead, 2127 days 2886.4
TCGA-AR-A1AY-01A 65 years, female, white, stage:Stage I, alive, 1026 days 2883.8
TCGA-E2-A3DX-01A 43 years, female, white, stage:Stage IIIC, alive, 1325 days 2882.3
TCGA-D8-A27E-01A 66 years, female, white, stage:Stage IA, alive, 530 days 2879.0
TCGA-E2-A1IL-01A 78 years, female, white, stage:Stage IIA, alive, 118 days 2878.2
TCGA-E9-A2JS-01A 72 years, female, white, stage:Stage IIB, dead, 904 days 2875.4
TCGA-AQ-A7U7-01A 55 years, female, white, stage:Stage IIIA, dead, 584 days 2873.8
TCGA-C8-A12X-01A 62 years, female, asian, stage:Stage IIB, alive, 385 days 2872.7
TCGA-A7-A13D-01A 46 years, female, black or african american, stage:Stage IIA, alive, 965 days 2872.6
TCGA-AC-A6IX-01A 49 years, female, white, stage:Stage IIIC, alive, 373 days 2865.6
TCGA-D8-A1X9-01A 66 years, female, white, stage:Stage IIB, alive, 727 days 2862.5
TCGA-B6-A0I9-01A 62 years, female, white, stage:Stage IV, dead, 362 days 2856.8
TCGA-LL-A7SZ-01A 49 years, female, black or african american, stage:Stage IIB, alive, 594 days 2841.9
TCGA-A2-A0EV-01A 80 years, female, white, stage:Stage IA, alive, 968 days 2841.8
TCGA-A2-A0YD-01A 63 years, female, white, stage:Stage IIB, alive, 769 days 2836.4
TCGA-A2-A0ER-01A 63 years, female, white, stage:Stage IB, alive, 2263 days 2833.8
TCGA-EW-A1OX-01A 43 years, female, white, stage:Stage IIA, alive, 911 days 2827.5
TCGA-E2-A152-01A 56 years, female, white, stage:Stage I, alive, 2128 days 2825.7
TCGA-GM-A2DF-01A 53 years, female, black or african american, stage:Stage IIA, alive, 2155 days 2824.7
TCGA-A8-A07C-01A 57 years, female, stage:Stage IIA, alive, 1034 days 2823.0
TCGA-D8-A145-01A 80 years, female, white, stage:Stage IIA, alive, 410 days 2821.7
TCGA-AR-A5QM-01A 62 years, female, white, stage:Stage IIA, alive, 2231 days 2819.3
TCGA-E2-A1IE-01A 61 years, female, white, stage:Stage IIB, alive, 2362 days 2817.9
TCGA-A8-A09V-01A 51 years, female, stage:Stage IIA, alive, 457 days 2817.2
TCGA-AC-A2QI-01A 76 years, female, white, stage:Stage IIIA, alive, 588 days 2814.2
TCGA-E2-A155-01A 58 years, female, white, stage:Stage IIB, alive, 640 days 2813.6
TCGA-B6-A0RI-01A 44 years, female, white, stage:Stage IIIB, alive, 7126 days 2813.1
TCGA-AR-A24L-01A 26 years, female, white, stage:Stage IIB, dead, 2866 days 2812.1
TCGA-A8-A07U-01A 66 years, female, stage:Stage IIIA, alive, 760 days 2802.5
TCGA-E9-A1R6-01A 63 years, female, white, stage:Stage IIA, alive, 339 days 2797.9
TCGA-A2-A0CU-01A 73 years, female, white, stage:Stage IIA, dead, 158 days 2797.8
TCGA-BH-A0BA-01A 51 years, female, white, stage:Stage IIIC, alive, 1132 days 2788.7
TCGA-BH-A0H0-01A 69 years, female, white, stage:Stage IA, alive, 461 days 2786.6
TCGA-AO-A12E-01A 51 years, female, white, stage:Stage IIB, alive, 2142 days 2786.0
TCGA-E9-A1N5-01A 45 years, female, white, stage:Stage IIB, alive, 1120 days 2785.8
TCGA-E2-A10A-01A 41 years, female, white, stage:Stage IIB, alive, 1229 days 2783.8
TCGA-AC-A8OS-01A 71 years, female, white, stage:Stage IIA, alive, 70 days 2782.7
TCGA-A8-A091-01A 61 years, female, stage:Stage IIA, alive, 1004 days 2782.6
TCGA-E2-A1LA-01A 59 years, female, stage:Stage IIA, alive, 748 days 2778.4
TCGA-A2-A0T3-01A 37 years, female, white, stage:Stage IB, alive, 1516 days 2777.1
TCGA-D8-A27L-01A 49 years, female, white, stage:Stage IIIA, alive, 499 days 2775.2
TCGA-A2-A0SW-01A 82 years, female, white, stage:Stage IV, dead, 1365 days 2772.9
TCGA-LL-A8F5-01A 61 years, female, black or african american, stage:Stage IIA, alive, 596 days 2762.5
TCGA-AC-A7VB-01A 51 years, female, black or african american, stage:Stage IIA, alive, 250 days 2757.1
TCGA-BH-A1ET-01A 55 years, female, white, stage:Stage I, dead, 2520 days 2754.2
TCGA-AO-A0JA-01A 36 years, female, black or african american, stage:Stage IIIC, alive, 655 days 2743.2
TCGA-BH-A0AU-01A 45 years, female, white, stage:Stage IIA, alive, 1914 days 2735.5
TCGA-E2-A2P6-01A 77 years, female, stage:Stage IIB, alive, 1051 days 2734.5
TCGA-EW-A6S9-01A 34 years, female, black or african american, stage:Stage IIA, alive, 463 days 2726.7
TCGA-D8-A1JI-01A 54 years, female, white, stage:Stage IIA, alive, 577 days 2724.4
TCGA-WT-AB44-01A 77 years, female, white, stage:Stage IA, alive, 883 days 2709.3
TCGA-A1-A0SM-01A 77 years, male, white, stage:Stage IIA, alive, 242 days 2708.5
TCGA-C8-A134-01A 52 years, female, asian, stage:Stage IIA, alive, 383 days 2704.4
TCGA-D8-A1XD-01A 36 years, female, white, stage:Stage IIIA, alive, 522 days 2698.2
TCGA-C8-A26Z-01A 59 years, female, asian, stage:Stage IIA, alive, 470 days 2692.7
TCGA-C8-A26V-01A 47 years, female, asian, stage:Stage IIIA, alive, 616 days 2691.7
TCGA-A8-A09M-01A 75 years, female, stage:Stage IIIC, alive, 1006 days 2681.4
TCGA-B6-A0I8-01A 46 years, female, white, stage:Stage X, dead, 749 days 2675.9
TCGA-A8-A0A2-01A 66 years, female, stage:Stage IIA, alive, 579 days 2674.0
TCGA-E2-A107-01A 54 years, female, white, stage:Stage IIIA, alive, 1047 days 2670.5
TCGA-BH-A0H6-01A 82 years, female, white, stage:Stage I, alive, 747 days 2665.7
TCGA-AC-A3EH-01A 79 years, female, white, stage:Stage IIIC, dead, 197 days 2661.9
TCGA-GM-A2DA-01A 46 years, female, white, stage:Stage IIB, dead, 6593 days 2661.7
TCGA-A2-A04X-01A 34 years, female, white, stage:Stage IIA, alive, 1686 days 2657.5
TCGA-E2-A15C-01A 61 years, female, white, stage:Stage I, alive, 694 days 2652.4
TCGA-AR-A0U3-01A 59 years, female, white, stage:Stage IIB, alive, 4080 days 2645.4
TCGA-E2-A1IO-01A 37 years, female, white, stage:Stage I, alive, 1855 days 2643.9
TCGA-D8-A73U-01A 88 years, female, white, stage:Stage IIA, alive, 492 days 2641.9
TCGA-OL-A5RU-01A 63 years, female, black or african american, stage:Stage IIA, alive, 1219 days 2632.4
TCGA-D8-A1X7-01A 40 years, female, white, stage:Stage IIA, alive, 509 days 2631.7
TCGA-EW-A1PF-01A 50 years, female, white, stage:Stage IA, alive, 439 days 2625.2
TCGA-A7-A13H-01A 61 years, female, white, stage:Stage IIB, alive, 899 days 2625.0
TCGA-A2-A0YT-01A 56 years, female, white, stage:Stage IIIB, dead, 723 days 2621.0
TCGA-S3-AA12-01A 82 years, female, black or african american, stage:Stage IIIA, alive, 574 days 2611.5
TCGA-B6-A2IU-01A 62 years, female, white, stage:Stage IIA, alive, 5176 days 2607.4
TCGA-AO-A0JM-01A 40 years, female, stage:Stage IIB, alive, 2184 days 2603.7
TCGA-A8-A0AD-01A 83 years, female, stage:Stage I, alive, 1157 days 2603.1
TCGA-A2-A0EY-01A 62 years, female, white, stage:Stage IIB, alive, 1925 days 2599.3
TCGA-A7-A4SF-01A 54 years, female, black or african american, stage:Stage IIA, alive, 545 days 2591.2
TCGA-AC-A3HN-01A 87 years, female, white, stage:Stage IIB, alive, 496 days 2591.0
TCGA-OL-A66P-01A 75 years, female, black or african american, stage:Stage IIA, alive, 428 days 2590.2
TCGA-5T-A9QA-01A 52 years, female, black or african american, stage:Stage IIA, alive, 303 days 2582.8
TCGA-AN-A0XS-01A 63 years, female, white, stage:Stage IIIA, alive, 10 days 2579.6
TCGA-C8-A8HQ-01A 53 years, female, asian, stage:Stage IIB, alive, 380 days 2578.4
TCGA-BH-A1FR-01A 73 years, female, white, stage:Stage IIIB, dead, 1642 days 2573.7
TCGA-AR-A24H-01A 65 years, female, white, stage:Stage IIA, alive, 4894 days 2568.6
TCGA-AR-A24Q-01A 49 years, female, white, stage:Stage IIB, alive, 3172 days 2564.8
TCGA-E2-A1LH-01A 59 years, female, white, stage:Stage I, alive, 3247 days 2564.8
TCGA-A8-A08R-01A 52 years, female, stage:Stage IIB, alive, 30 days 2564.0
TCGA-A2-A1G0-01A 49 years, female, white, stage:Stage IIB, alive, 616 days 2561.1
TCGA-A7-A26J-01A 49 years, female, white, stage:Stage IIA, alive, 627 days 2554.1
TCGA-B6-A0X5-01A 61 years, female, black or african american, stage:Stage IIB, dead, 2097 days 2550.7
TCGA-D8-A3Z6-01A 56 years, female, white, stage:Stage IIIC, alive, 563 days 2549.6
TCGA-AR-A250-01A 58 years, female, white, stage:Stage IIA, alive, 2707 days 2546.8
TCGA-E2-A1LG-01A 50 years, female, black or african american, stage:Stage IIA, alive, 1523 days 2539.6
TCGA-BH-A0DX-01A 62 years, female, white, stage:Stage I, alive, 2156 days 2533.0
TCGA-A8-A099-01A 76 years, female, stage:Stage X, alive, 304 days 2520.0
TCGA-D8-A1J9-01A 48 years, female, white, stage:Stage IA, alive, 532 days 2519.9
TCGA-BH-A0HY-01A 60 years, female, white, stage:Stage I, alive, 1545 days 2512.2
TCGA-BH-A0GZ-01A 62 years, female, white, stage:Stage IIA, alive, 328 days 2512.0
TCGA-A8-A08I-01A 53 years, female, stage:Stage IIA, alive, 365 days 2508.6
TCGA-AN-A0FF-01A 32 years, female, white, stage:Stage IA, alive, 172 days 2506.9
TCGA-AR-A0TW-01A 50 years, female, white, stage:Stage IIIA, alive, 3009 days 2503.0
TCGA-D8-A1JL-01A 72 years, female, white, stage:Stage IIA, alive, 611 days 2492.6
TCGA-EW-A1P5-01A 77 years, female, white, stage:Stage IIB, alive, 703 days 2479.1
TCGA-OL-A5D8-01A 40 years, female, black or african american, stage:Stage IIB, alive, 973 days 2465.7
TCGA-AO-A03T-01A 42 years, female, white, stage:Stage IIB, alive, 2124 days 2463.1
TCGA-A7-A6VV-01A 51 years, female, black or african american, stage:Stage IIA, alive, 313 days 2456.7
TCGA-S3-AA14-01A 47 years, female, black or african american, stage:Stage I, alive, 529 days 2455.9
TCGA-A8-A09R-01A 82 years, female, stage:Stage IIB, alive, 273 days 2443.2
TCGA-AR-A251-01A 51 years, female, white, stage:Stage IIIA, alive, 3030 days 2439.0
TCGA-E9-A5UP-01A 63 years, female, white, stage:Stage IIA, alive, 803 days 2435.5
TCGA-A2-A4S2-01A 62 years, female, white, stage:Stage IIIA, alive, 643 days 2433.4
TCGA-E2-A106-01A 34 years, female, asian, stage:Stage IB, alive, 2541 days 2431.7
TCGA-A2-A0T1-01A 55 years, female, american indian or alaska native, stage:Stage IIIC, alive, 521 days 2424.6
TCGA-LL-A442-01A 56 years, female, black or african american, stage:Stage IIA, alive, 889 days 2406.0
TCGA-A2-A0YG-01A 63 years, female, white, stage:Stage IIIC, alive, 666 days 2398.1
TCGA-A8-A097-01A 65 years, female, stage:Stage IIB, alive, 365 days 2386.7
TCGA-D8-A27M-01A 59 years, female, white, stage:Stage IA, alive, 410 days 2386.0
TCGA-E9-A226-01A 45 years, female, white, stage:Stage IIIA, dead, 1048 days 2383.6
TCGA-A1-A0SI-01A 52 years, female, white, stage:Stage IIB, alive, 635 days 2371.9
TCGA-D8-A1XV-01A 84 years, female, white, stage:Stage IIA, alive, 461 days 2371.6
TCGA-AR-A1AW-01A 65 years, female, white, stage:Stage IIA, alive, 2632 days 2369.1
TCGA-E2-A10B-01A 67 years, female, white, stage:Stage IIB, alive, 1141 days 2368.3
TCGA-AC-A2FO-01A 65 years, female, white, stage:Stage IIB, alive, 2255 days 2364.5
TCGA-D8-A27H-01A 72 years, female, white, stage:Stage IIA, alive, 397 days 2357.5
TCGA-LL-A740-01A 61 years, female, black or african american, stage:Stage IA, alive, 441 days 2357.1
TCGA-AN-A041-01A 29 years, female, white, stage:Stage IIB, alive, 7 days 2351.4
TCGA-C8-A1HE-01A 59 years, female, asian, stage:Stage IIA, alive, 375 days 2343.9
TCGA-E2-A15P-01A 61 years, female, white, stage:Stage IA, alive, 595 days 2342.2
TCGA-AR-A0TQ-01A 27 years, female, white, stage:Stage IIIA, alive, 2991 days 2339.7
TCGA-E2-A15T-01A 65 years, female, white, stage:Stage IIA, alive, 1563 days 2329.6
TCGA-AR-A24U-01A 47 years, female, white, stage:Stage IIA, alive, 3128 days 2323.2
TCGA-AN-A0AL-01A 41 years, female, white, stage:Stage IIIB, alive, 227 days 2322.7
TCGA-E9-A24A-01A 69 years, female, white, stage:Stage IIA, alive, 747 days 2316.4
TCGA-E9-A245-01A 47 years, female, white, stage:Stage IIB, dead, 26 days 2312.3
TCGA-B6-A0WT-01A 61 years, female, white, stage:Stage IIB, alive, 5739 days 2311.6
TCGA-AO-A12B-01A 63 years, female, white, stage:Stage IIA, alive, 2989 days 2298.4
TCGA-A7-A3J0-01A 62 years, female, white, stage:Stage IIA, alive, 313 days 2287.1
TCGA-E2-A15F-01A 64 years, female, white, stage:Stage I, alive, 658 days 2284.4
TCGA-B6-A0IN-01A 45 years, female, white, stage:Stage X, dead, 2573 days 2281.8
TCGA-E2-A15O-01A 89 years, female, black or african american, stage:Stage I, alive, 289 days 2280.5
TCGA-A8-A08X-01A 43 years, female, stage:Stage IIIC, alive, 1308 days 2253.5
TCGA-A8-A08F-01A 59 years, female, stage:Stage IIIC, alive, 1004 days 2248.1
TCGA-D8-A1XF-01A 45 years, female, white, stage:Stage IIA, alive, 463 days 2246.4
TCGA-D8-A140-01A 62 years, female, white, stage:Stage IIB, alive, 403 days 2245.9
TCGA-AC-A2FM-01A 87 years, female, white, stage:Stage IIB, dead, 792 days 2237.6
TCGA-BH-A0DH-01A 63 years, female, white, stage:Stage IIB, alive, 1156 days 2237.1
TCGA-A2-A0D4-01A 37 years, female, black or african american, stage:Stage IIB, alive, 767 days 2228.7
TCGA-A2-A1FZ-01A 63 years, female, white, stage:Stage IIA, alive, 683 days 2208.4
TCGA-AC-A23C-01A 62 years, female, white, stage:Stage IIB, alive, 585 days 2193.9
TCGA-E2-A15R-01A 64 years, female, white, stage:Stage IIA, alive, 1732 days 2193.5
TCGA-BH-A0BW-01A 71 years, female, black or african american, stage:Stage I, alive, 2371 days 2158.4
TCGA-C8-A12W-01A 49 years, female, asian, stage:Stage IIIB, alive, 385 days 2156.7
TCGA-E9-A248-01A 51 years, female, white, stage:Stage IIA, alive, 59 days 2146.3
TCGA-A7-A0CJ-01A 57 years, female, white, stage:Stage IIA, alive, 931 days 2144.6
TCGA-A8-A09K-01A 68 years, female, stage:Stage IIA, alive, 912 days 2141.6
TCGA-D8-A1XC-01A 85 years, female, white, stage:Stage IIIB, dead, 377 days 2134.4
TCGA-D8-A1JD-01A 41 years, female, white, stage:Stage IIB, alive, 552 days 2122.9
TCGA-A2-A3KD-01A 47 years, female, white, stage:Stage IIIA, alive, 1206 days 2110.2
TCGA-E9-A3Q9-01A 78 years, female, white, stage:Stage IIIC, alive, 1001 days 2099.8
TCGA-AR-A0TT-01A 53 years, female, black or african american, stage:Stage IIIA, alive, 3316 days 2092.5
TCGA-A2-A4S0-01A 77 years, female, white, stage:Stage IIA, alive, 706 days 2088.5
TCGA-S3-AA0Z-01A 63 years, female, black or african american, stage:Stage IIB, alive, 629 days 2079.5
TCGA-AR-A0TS-01A 46 years, female, white, stage:Stage IIB, alive, 2558 days 2059.1
TCGA-AO-A12D-01A 43 years, female, white, stage:Stage IIA, alive, 2515 days 2053.9
TCGA-BH-A0E7-01A 79 years, female, white, stage:Stage IIB, alive, 1363 days 2031.2
TCGA-E9-A5UO-01A 41 years, female, white, stage:Stage IIA, alive, 785 days 2022.2
TCGA-A7-A13E-01A 62 years, female, white, stage:Stage IIB, dead, 614 days 2004.4
TCGA-A1-A0SQ-01A 45 years, female, white, stage:Stage IIB, alive, 554 days 2001.4
TCGA-AN-A0G0-01A 56 years, female, white, stage:Stage IIA, alive, 16 days 1982.2
TCGA-S3-AA15-01A 51 years, female, black or african american, stage:Stage IIB, alive, 525 days 1977.6
TCGA-GI-A2C8-01A 63 years, female, white, stage:Stage IIIB, alive, 225 days 1937.6
TCGA-A8-A076-01A 66 years, female, stage:Stage IIA, alive, 1642 days 1887.7
TCGA-AN-A049-01A 62 years, female, white, stage:Stage IIA, alive, 19 days 1859.6
TCGA-GM-A2DC-01A 57 years, female, white, stage:Stage IIA, alive, 2535 days 1845.0
TCGA-AR-A0U0-01A 73 years, female, white, stage:Stage IIB, alive, 1988 days 1840.7
TCGA-BH-A1EY-01A 79 years, female, white, stage:Stage IIA, dead, 538 days 1835.0
TCGA-A7-A6VY-01A 48 years, female, black or african american, stage:Stage IIB, alive, 266 days 1827.5
TCGA-EW-A1PE-01A 56 years, female, white, stage:Stage IIA, alive, 320 days 1811.2
TCGA-AC-A8OQ-01A 72 years, female, black or african american, stage:Stage IIB, alive, 34 days 1809.7
TCGA-A8-A082-01A 58 years, female, stage:Stage IIB, alive, 549 days 1805.5
TCGA-D8-A1XQ-01A 69 years, female, white, stage:Stage IIA, alive, 499 days 1790.4
TCGA-AR-A0U2-01A 47 years, female, white, stage:Stage IIIA, dead, 2551 days 1758.5
TCGA-A7-A3J1-01A 63 years, female, white, stage:Stage IA, alive, 343 days 1754.3
TCGA-A2-A0CW-01A 67 years, female, white, stage:Stage IIB, alive, 3283 days 1651.0
TCGA-D8-A27W-01A 55 years, female, white, stage:Stage IIIB, alive, 373 days 1626.7
TCGA-3C-AALI-01A 50 years, female, black or african american, stage:Stage IIB, alive, 4005 days 1621.3
TCGA-C8-A3M8-01A 68 years, female, asian, stage:Stage IA, alive, 394 days 1605.2
TCGA-A8-A075-01A 42 years, female, stage:Stage IIB, alive, 518 days 1549.2
TCGA-A1-A0SO-01A 67 years, female, white, stage:Stage IIB, alive, 852 days 1531.0
TCGA-A8-A07I-01A 69 years, female, stage:Stage IIIA, alive, 426 days 1530.5
TCGA-AN-A0XP-01A 69 years, female, white, stage:Stage IIIA, alive, 9 days 1503.5
TCGA-C8-A8HP-01A 59 years, female, asian, stage:Stage IIIA, alive, 396 days 1484.9
TCGA-D8-A1X5-01A 81 years, female, white, stage:Stage IIIC, alive, 565 days 1435.6
TCGA-E9-A1R4-01A 66 years, female, white, stage:Stage IA, alive, 186 days 1414.8
TCGA-D8-A73W-01A 79 years, female, white, stage:Stage IIIA, dead, 385 days 1261.9
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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.

RPL39 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.

: 830.26
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 782.3
Number of samples 50
Samples
Sample Description pTPM
DO228246 26 years, female, NA, stage:3, dead, 327 days 1851.2
DO228460 25 years, female, NA, stage:2, alive, 3385 days 1371.2
DO228431 32 years, female, NA, stage:2, alive, 2915 days 1361.0
DO228247 33 years, female, NA, stage:3, dead, 2584 days 1359.7
DO228276 32 years, female, NA, stage:2, alive, 4613 days 1341.0
DO228427 31 years, female, NA, stage:2, alive, 3995 days 1110.5
DO228453 34 years, female, NA, stage:0, alive, 4157 days 1106.7
DO228483 34 years, female, NA, stage:0, alive, 1994 days 1093.6
DO228516 35 years, female, NA, stage:2, alive, 447 days 1054.1
DO228272 32 years, female, NA, stage:2, alive, 4126 days 1005.0
DO228477 33 years, female, NA, stage:3, alive, 2188 days 950.3
DO228430 31 years, female, NA, stage:1, alive, 4647 days 885.5
DO228439 33 years, female, NA, stage:1, alive, 1845 days 869.7
DO228409 31 years, female, NA, stage:1, alive, 4423 days 863.8
DO228499 29 years, female, NA, stage:1, alive, 284 days 862.1
DO228509 33 years, female, NA, stage:1, alive, 377 days 860.9
DO228488 30 years, female, NA, stage:2, alive, 991 days 830.3
DO228340 34 years, female, NA, stage:3, dead, 1051 days 824.7
DO228455 34 years, female, NA, stage:1, alive, 3115 days 796.3
DO228310 33 years, female, NA, stage:2, dead, 153 days 793.9
DO228433 34 years, female, NA, stage:3, alive, 1929 days 779.8
DO229483 34 years, female, NA, stage:0, alive, 299 days 774.0
DO228521 32 years, female, NA, stage:1, alive, 287 days 769.0
DO228471 28 years, female, NA, stage:2, alive, 1827 days 758.5
DO228350 34 years, female, NA, stage:1, alive, 3069 days 751.9
DO228423 34 years, female, NA, stage:2, alive, 4136 days 748.2
DO228266 33 years, female, NA, stage:2, dead, 3785 days 746.7
DO228268 35 years, female, NA, stage:2, alive, 5084 days 744.6
DO228300 35 years, female, NA, stage:2, alive, 952 days 732.6
DO228260 32 years, female, NA, stage:2, alive, 3026 days 718.3
DO228502 27 years, female, NA, stage:1, alive, 164 days 716.5
DO228449 27 years, female, NA, stage:2, alive, 4896 days 712.3
DO228295 31 years, female, NA, stage:2, dead, 2616 days 706.4
DO228256 29 years, female, NA, stage:2, alive, 2312 days 702.2
DO228321 35 years, female, NA, stage:2, dead, 4286 days 694.8
DO228290 31 years, female, NA, stage:2, alive, 4268 days 674.8
DO228426 35 years, female, NA, stage:2, alive, 4129 days 658.2
DO228452 32 years, female, NA, stage:2, dead, 1354 days 633.1
DO228506 32 years, female, NA, stage:1, alive, 489 days 620.1
DO228479 27 years, female, NA, stage:2, alive, 1985 days 610.3
DO228332 33 years, female, NA, stage:2, alive, 4776 days 608.6
DO228383 30 years, female, NA, stage:2, alive, 3975 days 571.3
DO228441 29 years, female, NA, stage:1, dead, 147 days 566.2
DO228283 33 years, female, NA, stage:3, alive, 5180 days 562.1
DO228293 28 years, female, NA, stage:2, alive, 4339 days 480.8
DO228319 35 years, female, NA, stage:1, alive, 4716 days 452.1
DO228404 29 years, female, NA, stage:1, alive, 3737 days 139.2
DO228262 33 years, female, NA, stage:2, alive, 3889 days 122.9
DO228307 35 years, female, NA, stage:2, alive, 4928 days 87.2
DO228356 33 years, female, NA, stage:2, dead, 3732 days 83.3
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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 HPA047105
 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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