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RPL12
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  • RPL12
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.

RPL12 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.

: 1910.86
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 2602.4
Number of samples 1022
Samples
Sample Description pTPM
TCGA-AO-A12G-01A 75 years, female, white, stage:Stage IIA, alive, 1639 days 15317.3
TCGA-B6-A0I5-01A 49 years, female, white, stage:Stage IIB, alive, 8556 days 7856.3
TCGA-A2-A0D0-01A 60 years, female, black or african american, stage:Stage IIA, alive, 2048 days 7214.6
TCGA-AN-A046-01A 68 years, female, white, stage:Stage IIA, alive, 10 days 7181.1
TCGA-PL-A8LY-01A 30 years, female, black or african american, stage:Stage IIB, alive, 8 days 7060.1
TCGA-A2-A3XV-01A 46 years, female, black or african american, stage:Stage IIA, alive, 996 days 6911.8
TCGA-AR-A2LE-01A 69 years, female, white, stage:Stage I, alive, 5062 days 6685.4
TCGA-AO-A126-01A 39 years, female, asian, stage:Stage IIA, alive, 3307 days 6399.4
TCGA-AO-A1KR-01A 51 years, female, white, stage:Stage IIA, alive, 2513 days 6317.4
TCGA-E2-A15J-01A 51 years, female, white, stage:Stage I, alive, 1640 days 6205.0
TCGA-E2-A576-01A 69 years, female, black or african american, stage:Stage IA, alive, 1043 days 5808.0
TCGA-B6-A0X0-01A 54 years, female, white, stage:Stage I, dead, 3945 days 5769.2
TCGA-GM-A3XG-01A 46 years, female, white, stage:Stage IIIA, alive, 1330 days 5680.8
TCGA-AN-A0FD-01A 71 years, female, white, stage:Stage IIA, alive, 196 days 5679.7
TCGA-AC-A3QP-01A 79 years, female, white, stage:Stage IIB, alive, 675 days 5487.0
TCGA-A2-A0T5-01A 39 years, female, white, stage:Stage IIA, alive, 531 days 5460.7
TCGA-A2-A0D1-01A 76 years, female, white, stage:Stage IIA, alive, 1051 days 5364.6
TCGA-AQ-A54N-01A 51 years, female, black or african american, stage:Stage IIA, alive, 78 days 5359.3
TCGA-B6-A0WZ-01A 50 years, female, black or african american, stage:Stage II, alive, 6292 days 5342.6
TCGA-E2-A14N-01A 37 years, female, white, stage:Stage IIB, alive, 1434 days 5315.3
TCGA-AN-A0XO-01A 59 years, female, white, stage:Stage IIIA, alive, 375 days 5290.2
TCGA-BH-A0HK-01A 81 years, female, white, stage:Stage IIB, alive, 178 days 5279.0
TCGA-EW-A1J1-01A 38 years, female, white, stage:Stage IIB, alive, 575 days 5170.8
TCGA-Z7-A8R5-01A 61 years, female, white, stage:Stage IIIA, alive, 3287 days 5167.3
TCGA-A2-A0CY-01A 63 years, female, white, stage:Stage IIB, alive, 1673 days 5159.2
TCGA-A1-A0SF-01A 54 years, female, white, stage:Stage IIA, alive, 1463 days 5135.3
TCGA-BH-A0E2-01A 49 years, female, black or african american, stage:Stage IIIA, alive, 435 days 5074.4
TCGA-BH-A209-01A 77 years, female, black or african american, stage:Stage I, dead, 3959 days 5066.2
TCGA-BH-A18G-01A 81 years, female, white, stage:Stage IA, alive, 149 days 5058.9
TCGA-B6-A0RV-01A 42 years, female, white, stage:Stage IIIA, alive, 5156 days 5035.3
TCGA-A1-A0SB-01A 70 years, female, white, stage:Stage I, alive, 259 days 5024.3
TCGA-A2-A0SY-01A 62 years, female, white, stage:Stage IIIA, alive, 1347 days 5010.6
TCGA-AN-A0AS-01A 70 years, female, white, stage:Stage IIIA, alive, 10 days 4943.9
TCGA-AC-A8OR-01A 75 years, female, white, stage:Stage IA, alive, 40 days 4906.1
TCGA-BH-A0HP-01A 65 years, female, white, stage:Stage IIIA, alive, 414 days 4902.1
TCGA-GM-A2DM-01A 57 years, female, white, stage:Stage IIA, alive, 3226 days 4900.0
TCGA-AO-A12F-01A 36 years, female, white, stage:Stage IIA, alive, 1842 days 4821.2
TCGA-AO-A0J7-01A 71 years, female, white, stage:Stage IIB, alive, 618 days 4810.5
TCGA-AC-A3TM-01A 50 years, female, white, stage:Stage IIIA, alive, 762 days 4795.1
TCGA-A2-A04V-01A 39 years, female, white, stage:Stage IIA, dead, 1920 days 4792.3
TCGA-E2-A2P5-01A 78 years, female, black or african american, stage:Stage IIIC, dead, 821 days 4775.9
TCGA-AO-A12C-01A 42 years, female, white, stage:Stage IIB, alive, 2372 days 4753.6
TCGA-A2-A0YL-01A 48 years, female, white, stage:Stage IIIA, alive, 1474 days 4744.5
TCGA-A8-A08C-01A 65 years, female, stage:Stage IIA, alive, 881 days 4742.3
TCGA-E2-A158-01A 43 years, female, white, stage:Stage IIA, alive, 450 days 4695.5
TCGA-E9-A3X8-01A 48 years, female, white, stage:Stage IIB, alive, 926 days 4688.9
TCGA-A2-A3XU-01A 35 years, female, black or african american, stage:Stage IIB, dead, 912 days 4685.7
TCGA-AN-A0XT-01A 54 years, female, white, stage:Stage IIIA, alive, 10 days 4675.0
TCGA-BH-A0HY-01A 60 years, female, white, stage:Stage I, alive, 1545 days 4673.5
TCGA-OL-A6VR-01A 48 years, female, black or african american, stage:Stage IA, alive, 1220 days 4617.7
TCGA-AO-A125-01A 72 years, female, black or african american, stage:Stage IIA, alive, 3456 days 4596.0
TCGA-E2-A1BD-01A 53 years, female, white, stage:Stage IIA, alive, 1133 days 4580.2
TCGA-A2-A04T-01A 62 years, female, white, stage:Stage IIA, alive, 2246 days 4550.7
TCGA-BH-A42U-01A 80 years, female, black or african american, stage:Stage IIA, alive, 3364 days 4533.8
TCGA-C8-A12N-01A 58 years, female, asian, stage:Stage IIA, alive, 358 days 4526.4
TCGA-A2-A3XW-01A 42 years, female, black or african american, stage:Stage IIB, alive, 1712 days 4523.6
TCGA-AR-A2LJ-01A 40 years, female, white, stage:Stage IIIA, alive, 2632 days 4513.8
TCGA-GM-A5PV-01A 63 years, female, white, stage:Stage IIB, alive, 412 days 4502.1
TCGA-E2-A574-01A 44 years, female, black or african american, stage:Stage IIA, alive, 1179 days 4488.7
TCGA-B6-A0IE-01A 38 years, female, black or african american, stage:Stage IIIA, dead, 1993 days 4469.9
TCGA-AC-A3YJ-01A 66 years, female, white, stage:Stage IIA, alive, 754 days 4464.7
TCGA-AN-A04A-01A 36 years, female, white, stage:Stage IIIA, alive, 90 days 4432.6
TCGA-GM-A5PX-01A 65 years, female, white, stage:Stage IIB, alive, 551 days 4425.8
TCGA-BH-A42V-01A 41 years, female, black or african american, stage:Stage IB, alive, 635 days 4410.9
TCGA-AN-A0AR-01A 55 years, female, white, stage:Stage IIA, alive, 10 days 4407.7
TCGA-A8-A08T-01A 64 years, female, stage:Stage IV, dead, 3409 days 4402.0
TCGA-AC-A23E-01A 50 years, female, white, stage:Stage IIB, alive, 698 days 4397.4
TCGA-A2-A0CQ-01A 62 years, female, black or african american, stage:Stage IA, alive, 2695 days 4371.2
TCGA-B6-A0IQ-01A 40 years, female, white, stage:Stage IIIA, alive, 4285 days 4370.8
TCGA-OL-A5D7-01A 70 years, female, black or african american, stage:Stage IIA, alive, 1780 days 4351.9
TCGA-OL-A5RX-01A 51 years, female, black or african american, stage:Stage IA, alive, 878 days 4272.6
TCGA-E2-A1LE-01A 71 years, female, white, stage:Stage IIIC, dead, 879 days 4272.5
TCGA-5L-AAT0-01A 42 years, female, white, stage:Stage IIA, alive, 1477 days 4260.0
TCGA-GM-A2D9-01A 69 years, female, white, stage:Stage I, dead, 1812 days 4249.2
TCGA-A7-A0CG-01A 78 years, female, white, stage:Stage IIA, alive, 1043 days 4234.2
TCGA-A8-A07O-01A 51 years, female, stage:Stage IIA, alive, 304 days 4227.4
TCGA-B6-A0RQ-01A 68 years, female, white, stage:Stage IIB, dead, 4267 days 4226.3
TCGA-B6-A0RN-01A 60 years, female, white, stage:Stage IA, alive, 8008 days 4205.9
TCGA-C8-A12Y-01A 44 years, female, asian, stage:Stage IIB, alive, 1476 days 4201.1
TCGA-A2-A0CK-01A 60 years, female, white, stage:Stage IIIA, alive, 4159 days 4190.8
TCGA-A2-A04U-01A 47 years, female, white, stage:Stage IIA, alive, 2654 days 4165.1
TCGA-A2-A0D3-01A 42 years, female, white, stage:Stage IA, alive, 1873 days 4161.7
TCGA-A7-A3IY-01A 71 years, female, white, stage:Stage I, alive, 345 days 4148.1
TCGA-E9-A1N8-01A 48 years, female, white, stage:Stage IIA, alive, 1039 days 4144.9
TCGA-E9-A22G-01A 47 years, female, white, stage:Stage IIA, alive, 1239 days 4135.6
TCGA-AR-A1AR-01A 50 years, female, white, stage:Stage IIIA, dead, 524 days 4135.4
TCGA-WT-AB44-01A 77 years, female, white, stage:Stage IA, alive, 883 days 4115.3
TCGA-A2-A0T0-01A 59 years, female, white, stage:Stage IIB, alive, 533 days 4105.0
TCGA-BH-A0HN-01A 67 years, female, white, stage:Stage IA, alive, 516 days 4091.7
TCGA-BH-A0BP-01A 76 years, female, white, stage:Stage I, dead, 2296 days 4080.4
TCGA-A2-A25B-01A 39 years, female, black or african american, stage:Stage IIB, alive, 1291 days 4073.0
TCGA-BH-A2L8-01A 45 years, female, white, stage:Stage IIA, alive, 612 days 4035.1
TCGA-D8-A3Z5-01A 54 years, female, white, stage:Stage IIIC, alive, 1015 days 4025.8
TCGA-GM-A3XN-01A 44 years, female, white, stage:Stage IIIA, alive, 2019 days 4024.4
TCGA-A1-A0SP-01A 40 years, female, stage:Stage IIA, alive, 584 days 4019.3
TCGA-AO-A1KO-01A 46 years, female, white, stage:Stage IIB, alive, 622 days 3995.9
TCGA-GM-A3XL-01A 49 years, female, black or african american, stage:Stage IIA, alive, 2108 days 3995.3
TCGA-BH-A0HA-01A 31 years, female, white, stage:Stage I, alive, 1611 days 3991.8
TCGA-B6-A0IG-01A 50 years, female, white, stage:Stage IIB, dead, 4456 days 3985.7
TCGA-AR-A24X-01A 52 years, female, white, stage:Stage IIA, alive, 3004 days 3983.9
TCGA-A2-A0SU-01A 66 years, female, white, stage:Stage IIA, alive, 1662 days 3977.2
TCGA-BH-A28O-01A 50 years, female, white, stage:Stage IIIC, alive, 1120 days 3967.4
TCGA-B6-A0I1-01A 73 years, female, black or african american, stage:Stage IIA, dead, 2361 days 3962.5
TCGA-BH-A1FL-01A 69 years, female, white, stage:Stage IIB, dead, 1673 days 3944.5
TCGA-E2-A1B5-01A 46 years, female, white, stage:Stage IIA, alive, 984 days 3919.4
TCGA-BH-A1FC-01A 78 years, female, black or african american, stage:Stage IIA, dead, 3472 days 3914.0
TCGA-A1-A0SE-01A 56 years, female, white, stage:Stage I, alive, 1321 days 3912.4
TCGA-AO-A03O-01A 69 years, female, black or african american, stage:Stage IIA, dead, 2483 days 3908.0
TCGA-AO-A03P-01A 54 years, female, black or african american, stage:Stage IIB, dead, 2911 days 3905.6
TCGA-E2-A1L9-01A 40 years, female, white, stage:Stage IIA, alive, 598 days 3892.6
TCGA-LD-A66U-01A 44 years, female, white, stage:Stage IIB, alive, 646 days 3891.2
TCGA-A2-A0CP-01A 60 years, female, white, stage:Stage IA, alive, 2813 days 3878.2
TCGA-LL-A9Q3-01A 69 years, female, white, stage:Stage IIIC, alive, 532 days 3873.4
TCGA-AR-A2LO-01A 46 years, female, white, stage:Stage IIB, alive, 1198 days 3863.1
TCGA-WT-AB41-01A 55 years, female, black or african american, stage:Stage IIB, alive, 1611 days 3849.5
TCGA-B6-A0X4-01A 62 years, female, white, stage:Stage IIB, dead, 860 days 3843.0
TCGA-A8-A09W-01A 70 years, female, stage:Stage IIIB, alive, 30 days 3839.0
TCGA-D8-A27T-01A 53 years, female, white, stage:Stage IIIC, alive, 398 days 3833.4
TCGA-BH-A203-01A 78 years, female, white, stage:Stage IIB, dead, 1174 days 3826.0
TCGA-A2-A0CV-01A 41 years, female, asian, stage:Stage IIB, alive, 3011 days 3823.6
TCGA-E9-A1RA-01A 48 years, female, white, stage:Stage IA, alive, 1369 days 3817.2
TCGA-W8-A86G-01A 66 years, female, white, stage:Stage IIA, alive, 347 days 3816.8
TCGA-E2-A155-01A 58 years, female, white, stage:Stage IIB, alive, 640 days 3808.6
TCGA-E2-A1IK-01A 71 years, female, white, stage:Stage IIA, alive, 1800 days 3807.6
TCGA-HN-A2OB-01A 45 years, female, stage:Stage IIB, dead, 1900 days 3802.1
TCGA-OL-A5DA-01A 61 years, female, white, stage:Stage IIA, alive, 1783 days 3799.3
TCGA-BH-A0BQ-01A 39 years, female, white, stage:Stage I, alive, 2255 days 3795.6
TCGA-BH-A0DZ-01A 43 years, female, white, stage:Stage IIB, alive, 495 days 3794.0
TCGA-E2-A1B4-01A 74 years, female, white, stage:Stage IIIA, dead, 1004 days 3792.2
TCGA-BH-A1FJ-01A 66 years, female, white, stage:Stage IIIA, dead, 1927 days 3790.7
TCGA-BH-A0DT-01A 41 years, female, white, stage:Stage IIA, alive, 2403 days 3790.1
TCGA-B6-A0I2-01A 45 years, female, white, stage:Stage IA, alive, 4361 days 3777.6
TCGA-E9-A1NF-01A 60 years, female, white, stage:Stage IIA, dead, 1072 days 3765.2
TCGA-E9-A1R0-01A 58 years, female, white, stage:Stage IIA, alive, 860 days 3762.8
TCGA-BH-A8FY-01A 87 years, female, white, stage:Stage IA, dead, 295 days 3761.0
TCGA-E9-A54Y-01A 63 years, female, white, stage:Stage IIIA, alive, 725 days 3744.1
TCGA-BH-A0BM-01A 54 years, female, white, stage:Stage IIB, alive, 1876 days 3737.2
TCGA-AO-A0JB-01A 50 years, female, white, stage:Stage IIIA, alive, 1542 days 3724.6
TCGA-E2-A14U-01A 74 years, female, white, stage:Stage I, alive, 1318 days 3704.5
TCGA-A2-A0YM-01A 67 years, female, white, stage:Stage IIA, alive, 965 days 3697.7
TCGA-JL-A3YX-01A 46 years, female, asian, stage:Stage IIA, alive, 352 days 3691.7
TCGA-BH-A0E6-01A 69 years, female, white, stage:Stage IA, alive, 293 days 3682.1
TCGA-BH-A0HO-01A 48 years, female, white, stage:Stage IIA, alive, 76 days 3676.5
TCGA-AC-A4ZE-01A 63 years, female, white, stage:Stage IIB, alive, 890 days 3671.2
TCGA-D8-A1XO-01A 56 years, female, white, stage:Stage IIB, alive, 1682 days 3663.0
TCGA-OL-A66O-01A 39 years, female, black or african american, stage:Stage IIB, alive, 528 days 3662.1
TCGA-E2-A572-01A 72 years, female, black or african american, stage:Stage IIIA, alive, 1208 days 3658.5
TCGA-E2-A153-01A 51 years, female, white, stage:Stage IIB, alive, 707 days 3657.0
TCGA-MS-A51U-01A 44 years, female, white, stage:Stage IIB, alive, 681 days 3649.2
TCGA-BH-A0DP-01A 60 years, female, white, stage:Stage IIB, alive, 476 days 3647.2
TCGA-V7-A7HQ-01A 75 years, female, black or african american, stage:Stage IIIA, alive, 2033 days 3636.6
TCGA-EW-A1P0-01A 55 years, female, white, stage:Stage IIB, alive, 1251 days 3635.5
TCGA-E9-A249-01A 45 years, female, white, stage:Stage IIA, alive, 217 days 3633.2
TCGA-E9-A1RB-01A 40 years, female, white, stage:Stage IIA, dead, 976 days 3630.6
TCGA-A7-A5ZW-01A 47 years, female, black or african american, stage:Stage IIA, alive, 326 days 3616.5
TCGA-B6-A0RH-01A 51 years, female, black or african american, stage:Stage IIA, dead, 6456 days 3584.3
TCGA-AC-A6NO-01A 43 years, female, black or african american, stage:Stage IIB, alive, 51 days 3582.4
TCGA-AC-A3W7-01A 66 years, female, white, stage:Stage IIB, alive, 471 days 3575.2
TCGA-AO-A0J9-01A 61 years, female, white, stage:Stage IIIC, alive, 1613 days 3569.1
TCGA-A2-A0EQ-01A 64 years, female, black or african american, stage:Stage IIA, alive, 2426 days 3557.2
TCGA-BH-A0AV-01A 52 years, female, black or african american, stage:Stage I, alive, 1820 days 3549.6
TCGA-E2-A105-01A 79 years, female, white, stage:Stage IIA, alive, 1308 days 3549.3
TCGA-OL-A66H-01A 74 years, female, black or african american, stage:Stage IB, alive, 812 days 3545.3
TCGA-AR-A24K-01A 46 years, female, white, stage:Stage IIA, alive, 1548 days 3544.7
TCGA-BH-A0W7-01A 49 years, female, white, stage:Stage I, alive, 1363 days 3543.4
TCGA-AO-A12H-01A 69 years, female, black or african american, stage:Stage IIA, alive, 1234 days 3540.3
TCGA-B6-A0IP-01A 74 years, female, white, stage:Stage IA, dead, 3926 days 3536.1
TCGA-D8-A1XL-01A 34 years, female, white, stage:Stage IIB, alive, 606 days 3526.2
TCGA-AC-A3BB-01A 46 years, female, black or african american, stage:Stage IIIA, alive, 987 days 3521.5
TCGA-A7-A6VW-01A 48 years, female, black or african american, stage:Stage IIA, alive, 285 days 3517.2
TCGA-AC-A8OP-01A 72 years, female, black or african american, stage:Stage IA, alive, 614 days 3493.9
TCGA-A2-A4RY-01A 46 years, female, white, stage:Stage IIIC, alive, 648 days 3492.2
TCGA-BH-A18F-01A 50 years, female, white, stage:Stage IIA, alive, 1001 days 3491.9
TCGA-AR-A1AM-01A 52 years, female, white, stage:Stage IIIA, alive, 2991 days 3485.5
TCGA-EW-A424-01A 51 years, female, white, stage:Stage IIIA, alive, 715 days 3482.8
TCGA-AR-A2LN-01A 65 years, female, white, stage:Stage IIA, alive, 1161 days 3480.5
TCGA-BH-A0HU-01A 52 years, female, white, stage:Stage IA, alive, 392 days 3475.6
TCGA-E2-A15L-01A 65 years, female, black or african american, stage:Stage IIA, alive, 626 days 3460.4
TCGA-AO-A0J8-01A 61 years, female, white, stage:Stage IIA, alive, 680 days 3460.0
TCGA-E2-A14P-01A 79 years, female, white, stage:Stage IIIC, alive, 1246 days 3456.8
TCGA-4H-AAAK-01A 50 years, female, white, stage:Stage IIIA, alive, 348 days 3456.1
TCGA-LL-A50Y-01A 84 years, female, white, stage:Stage IIA, alive, 762 days 3452.4
TCGA-AO-A0JC-01A 64 years, female, white, stage:Stage IIA, alive, 1547 days 3452.1
TCGA-AC-A3TN-01A 75 years, female, white, stage:Stage IIB, alive, 456 days 3445.4
TCGA-BH-A0W4-01A 46 years, female, white, stage:Stage IIA, alive, 759 days 3442.6
TCGA-D8-A4Z1-01A 68 years, female, white, stage:Stage IA, alive, 659 days 3435.6
TCGA-E9-A6HE-01A 45 years, female, white, stage:Stage IIIC, alive, 847 days 3434.7
TCGA-E9-A5FK-01A 60 years, female, white, stage:Stage IIIC, alive, 812 days 3426.5
TCGA-A2-A0CR-01A 54 years, female, asian, stage:Stage IIB, alive, 3283 days 3424.6
TCGA-A8-A08B-01A 52 years, female, stage:Stage IIA, alive, 1156 days 3422.7
TCGA-D8-A27K-01A 47 years, female, white, stage:Stage IIB, alive, 1461 days 3420.2
TCGA-EW-A1PG-01A 53 years, female, white, stage:Stage IIB, alive, 1051 days 3418.0
TCGA-AO-A12A-01A 47 years, female, white, stage:Stage IIA, alive, 3112 days 3417.7
TCGA-D8-A147-01A 45 years, female, white, stage:'--, alive, 584 days 3417.0
TCGA-LL-A5YN-01A 46 years, female, black or african american, stage:Stage IIA, alive, 447 days 3409.7
TCGA-BH-A0HF-01A 77 years, female, white, stage:Stage IA, alive, 727 days 3407.0
TCGA-BH-A0B9-01A 44 years, female, white, stage:Stage IA, alive, 1572 days 3405.5
TCGA-A2-A0ES-01A 52 years, female, white, stage:Stage IIA, alive, 2190 days 3401.3
TCGA-A8-A082-01A 58 years, female, stage:Stage IIB, alive, 549 days 3400.1
TCGA-D8-A1JM-01A 59 years, female, white, stage:Stage IIB, alive, 590 days 3399.5
TCGA-A2-A1FV-01A 74 years, female, white, stage:Stage IIB, alive, 714 days 3398.2
TCGA-AN-A0FW-01A 67 years, female, white, stage:Stage IIIA, alive, 11 days 3388.3
TCGA-BH-A0HI-01A 78 years, female, white, stage:Stage IA, alive, 620 days 3375.9
TCGA-E2-A1L6-01A 44 years, female, white, stage:Stage IIA, alive, 1648 days 3357.4
TCGA-A8-A08A-01A 89 years, female, stage:Stage I, alive, 30 days 3352.3
TCGA-BH-A8FZ-01A 58 years, female, white, stage:Stage IA, alive, 574 days 3349.1
TCGA-OL-A5RV-01A 43 years, female, black or african american, stage:Stage IIIC, alive, 1062 days 3337.7
TCGA-AO-A0J4-01A 41 years, female, black or african american, stage:Stage IA, alive, 1587 days 3336.9
TCGA-A2-A0EM-01A 73 years, female, white, stage:Stage IA, alive, 3094 days 3334.9
TCGA-LD-A74U-01A 79 years, female, white, stage:Stage IIIC, alive, 402 days 3326.0
TCGA-AR-A5QP-01A 54 years, female, white, stage:Stage IIB, alive, 1185 days 3311.7
TCGA-A7-A3J0-01A 62 years, female, white, stage:Stage IIA, alive, 313 days 3298.7
TCGA-E2-A1IF-01A 74 years, female, white, stage:Stage I, alive, 1138 days 3297.8
TCGA-BH-A18U-01A 72 years, female, white, stage:Stage IIIA, dead, 1563 days 3294.4
TCGA-A7-A5ZX-01A 48 years, female, white, stage:Stage IIIC, alive, 336 days 3281.1
TCGA-D8-A27P-01A 64 years, female, white, stage:Stage IA, alive, 49 days 3272.9
TCGA-AC-A23G-01A 76 years, female, white, stage:Stage IIA, alive, 2248 days 3271.2
TCGA-AC-A7VB-01A 51 years, female, black or african american, stage:Stage IIA, alive, 250 days 3269.2
TCGA-LD-A9QF-01A 73 years, female, black or african american, stage:Stage IA, alive, 323 days 3267.6
TCGA-E9-A3HO-01A 49 years, female, white, stage:Stage IIA, alive, 1158 days 3266.2
TCGA-AO-A03R-01A 57 years, female, white, stage:Stage IIB, alive, 2091 days 3254.0
TCGA-BH-A0E0-01A 38 years, female, white, stage:Stage IIIC, alive, 134 days 3253.8
TCGA-A2-A04P-01A 36 years, female, black or african american, stage:Stage IIIC, dead, 548 days 3238.5
TCGA-GM-A2DL-01A 50 years, female, white, stage:Stage I, alive, 3519 days 3233.1
TCGA-A2-A259-01A 70 years, female, black or african american, stage:Stage I, alive, 1596 days 3232.5
TCGA-E2-A15D-01A 47 years, female, white, stage:Stage IIA, alive, 526 days 3230.7
TCGA-GM-A2DI-01A 52 years, female, white, stage:Stage I, alive, 2590 days 3230.1
TCGA-B6-A0IJ-01A 42 years, female, black or african american, stage:Stage IIB, alive, 7106 days 3229.0
TCGA-AO-A0JJ-01A 54 years, female, white, stage:Stage IIB, alive, 1887 days 3228.1
TCGA-E2-A154-01A 68 years, female, white, stage:Stage I, alive, 591 days 3224.9
TCGA-AR-A256-01A 45 years, female, white, stage:Stage IIA, dead, 2854 days 3220.5
TCGA-E2-A156-01A 61 years, female, white, stage:Stage I, alive, 726 days 3211.1
TCGA-B6-A0RM-01A 57 years, female, black or african american, stage:Stage X, dead, 2373 days 3201.7
TCGA-BH-A0DD-01A 58 years, male, white, stage:Stage IIB, alive, 2486 days 3200.7
TCGA-BH-A0B8-01A 64 years, female, white, stage:Stage I, alive, 1569 days 3196.4
TCGA-AN-A04C-01A 51 years, female, white, stage:Stage IIB, alive, 54 days 3189.3
TCGA-BH-A0DI-01A 63 years, female, white, stage:Stage IIB, alive, 912 days 3189.0
TCGA-E9-A295-01A 71 years, female, white, stage:Stage IIA, alive, 375 days 3188.6
TCGA-AR-A1AS-01A 54 years, female, asian, stage:Stage IIB, alive, 1150 days 3180.7
TCGA-EW-A1IX-01A 48 years, female, asian, stage:Stage IIA, alive, 1208 days 3178.8
TCGA-BH-A28Q-01A 46 years, female, white, stage:Stage IIB, alive, 1119 days 3176.3
TCGA-BH-A1FE-01A 31 years, female, white, stage:Stage IIB, dead, 2273 days 3170.4
TCGA-AC-A2BK-01A 78 years, female, black or african american, stage:Stage IIIA, alive, 2222 days 3166.0
TCGA-E2-A15G-01A 76 years, female, white, stage:Stage IIA, alive, 554 days 3165.5
TCGA-B6-A0IA-01A 51 years, female, white, stage:Stage IIA, alive, 8391 days 3165.4
TCGA-C8-A274-01A 63 years, female, asian, stage:Stage IIA, alive, 508 days 3162.0
TCGA-BH-A0DS-01A 71 years, female, white, stage:Stage IIIA, alive, 78 days 3160.6
TCGA-B6-A0WY-01A 40 years, female, white, stage:Stage IIIA, dead, 3461 days 3151.5
TCGA-A2-A3Y0-01A 57 years, female, black or african american, stage:Stage IIB, alive, 1546 days 3150.5
TCGA-AN-A0XV-01A 67 years, female, white, stage:Stage IIIA, alive, 162 days 3146.4
TCGA-A8-A093-01A 61 years, female, stage:Stage IIA, alive, 546 days 3144.6
TCGA-A2-A0CO-01A 85 years, female, white, stage:Stage IIB, dead, 1468 days 3143.7
TCGA-A7-A3IZ-01A 62 years, female, white, stage:Stage IIA, alive, 322 days 3142.6
TCGA-LD-A7W6-01A 54 years, female, white, stage:Stage IIB, alive, 404 days 3135.9
TCGA-AC-A7VC-01A 56 years, female, white, stage:Stage IIB, alive, 1 days 3135.1
TCGA-D8-A1JN-01A 80 years, female, white, stage:Stage IIIC, alive, 620 days 3130.9
TCGA-E2-A1B6-01A 44 years, female, white, stage:Stage IIA, alive, 867 days 3125.4
TCGA-A2-A0YK-01A 61 years, female, white, stage:Stage IIA, alive, 588 days 3121.1
TCGA-BH-A0DK-01A 49 years, female, white, stage:Stage IIA, alive, 423 days 3120.2
TCGA-E9-A1N3-01A 70 years, female, white, stage:Stage IIIA, alive, 1059 days 3119.6
TCGA-E2-A14V-01A 53 years, female, white, stage:Stage IIB, alive, 1042 days 3119.1
TCGA-AR-A1AN-01A 46 years, female, white, stage:Stage IIA, alive, 2920 days 3117.9
TCGA-BH-A1FB-01A 60 years, female, white, stage:Stage IIB, dead, 3669 days 3108.1
TCGA-AC-A2FG-01A 79 years, female, white, stage:Stage IIB, alive, 1853 days 3107.2
TCGA-D8-A27V-01A 62 years, female, white, stage:Stage IIA, alive, 381 days 3106.1
TCGA-3C-AALK-01A 52 years, female, black or african american, stage:Stage IA, alive, 1448 days 3094.2
TCGA-A8-A09X-01A 62 years, female, stage:Stage IIIC, dead, 426 days 3090.4
TCGA-E9-A1N9-01A 58 years, female, white, stage:Stage IIA, alive, 1101 days 3089.5
TCGA-BH-A0EA-01A 72 years, female, white, stage:Stage IIA, dead, 991 days 3088.8
TCGA-AC-A2FK-01A 45 years, female, white, stage:Stage IIIC, alive, 2650 days 3082.6
TCGA-C8-A137-01A 34 years, female, asian, stage:Stage IIB, alive, 379 days 3080.6
TCGA-PE-A5DC-01A 72 years, female, white, stage:Stage IIIA, dead, 1430 days 3079.1
TCGA-BH-A0E1-01A 52 years, female, white, stage:Stage IIB, alive, 477 days 3078.8
TCGA-AR-A1AU-01A 39 years, female, white, stage:Stage IIIA, alive, 2868 days 3077.9
TCGA-BH-A0BC-01A 60 years, female, white, stage:Stage IIIC, alive, 974 days 3077.7
TCGA-A2-A0T6-01A 50 years, female, white, stage:Stage IIB, alive, 575 days 3076.2
TCGA-C8-A12Z-01A 45 years, female, asian, stage:Stage IIB, alive, 382 days 3074.8
TCGA-D8-A1Y1-01A 80 years, female, white, stage:Stage IIIA, dead, 302 days 3066.5
TCGA-AR-A0TR-01A 68 years, female, white, stage:Stage IIB, dead, 160 days 3063.1
TCGA-EW-A1OV-01A 56 years, female, white, stage:Stage IIB, alive, 789 days 3062.4
TCGA-Z7-A8R6-01A 46 years, female, white, stage:Stage I, alive, 3256 days 3060.6
TCGA-BH-A42T-01A 75 years, female, black or african american, stage:Stage IIA, dead, 320 days 3059.9
TCGA-A8-A09V-01A 51 years, female, stage:Stage IIA, alive, 457 days 3049.3
TCGA-A1-A0SK-01A 54 years, female, asian, stage:Stage IIA, dead, 967 days 3038.9
TCGA-A2-A0CS-01A 73 years, female, white, stage:Stage IV, dead, 2348 days 3033.0
TCGA-EW-A1OY-01A 63 years, female, white, stage:Stage IIA, alive, 908 days 3030.8
TCGA-GM-A2DO-01A 54 years, female, black or african american, stage:Stage I, alive, 2596 days 3030.2
TCGA-A2-A04N-01A 66 years, female, white, stage:Stage IA, alive, 4354 days 3028.2
TCGA-A2-A25A-01A 44 years, female, white, stage:Stage IIA, alive, 3276 days 3022.3
TCGA-D8-A13Y-01A 52 years, female, white, stage:Stage IA, alive, 1728 days 3014.8
TCGA-D8-A141-01A 40 years, female, white, stage:'--, alive, 626 days 3011.9
TCGA-D8-A27E-01A 66 years, female, white, stage:Stage IA, alive, 530 days 3011.2
TCGA-A2-A4RW-01A 49 years, female, white, stage:Stage IIIC, alive, 222 days 3002.9
TCGA-A2-A0EW-01A 53 years, female, white, stage:Stage IIIC, dead, 1884 days 3001.4
TCGA-GM-A3NY-01A 72 years, female, white, stage:Stage IIB, alive, 1162 days 3001.4
TCGA-E2-A10F-01A 47 years, female, white, stage:Stage IIA, alive, 878 days 2999.4
TCGA-E9-A227-01A 42 years, female, white, stage:Stage IIB, alive, 975 days 2998.9
TCGA-AR-A254-01A 50 years, female, white, stage:Stage IIIA, alive, 2605 days 2995.7
TCGA-A8-A0A9-01A 80 years, female, stage:Stage IIA, alive, 822 days 2994.6
TCGA-C8-A1HL-01A 38 years, female, asian, stage:Stage IIIA, alive, 317 days 2991.6
TCGA-E9-A244-01A 54 years, female, white, stage:Stage IIA, alive, 21 days 2989.5
TCGA-BH-A18M-01A 39 years, female, white, stage:Stage IIIA, dead, 2207 days 2986.6
TCGA-AN-A0FK-01A 88 years, female, white, stage:Stage IIIB, alive, 213 days 2978.5
TCGA-E2-A1IG-01A 45 years, female, white, stage:Stage IIB, alive, 2140 days 2974.0
TCGA-E2-A14Z-01A 64 years, female, white, stage:Stage I, dead, 563 days 2967.2
TCGA-EW-A1P1-01A 68 years, female, white, stage:Stage IIIC, alive, 1210 days 2966.9
TCGA-B6-A40B-01A 76 years, female, white, stage:Stage I, alive, 3152 days 2962.5
TCGA-5L-AAT1-01A 63 years, female, white, stage:Stage IV, alive, 1471 days 2957.9
TCGA-B6-A0RI-01A 44 years, female, white, stage:Stage IIIB, alive, 7126 days 2955.8
TCGA-BH-A0C0-01A 62 years, female, white, stage:Stage IIA, alive, 1270 days 2955.2
TCGA-E9-A22E-01A 56 years, female, white, stage:Stage IIIA, alive, 1269 days 2954.1
TCGA-BH-A0B0-01A 56 years, female, black or african american, stage:Stage I, alive, 2477 days 2948.7
TCGA-BH-A18V-01A 48 years, female, white, stage:Stage IIB, dead, 1556 days 2948.0
TCGA-BH-A0HQ-01A 56 years, female, white, stage:Stage IIA, alive, 1121 days 2947.1
TCGA-E9-A1NH-01A 71 years, female, white, stage:Stage IIB, alive, 576 days 2943.7
TCGA-A7-A26E-01A 71 years, female, white, stage:Stage IIIA, alive, 954 days 2942.6
TCGA-AR-A24T-01A 46 years, female, white, stage:Stage IIIC, alive, 3202 days 2936.5
TCGA-AR-A24P-01A 47 years, female, white, stage:Stage I, alive, 84 days 2931.5
TCGA-AQ-A1H3-01A 49 years, female, white, stage:Stage IIIC, alive, 989 days 2930.1
TCGA-E2-A1AZ-01A 63 years, female, white, stage:Stage IIB, alive, 2329 days 2925.2
TCGA-AN-A0XR-01A 55 years, female, white, stage:Stage IIIA, alive, 10 days 2924.3
TCGA-C8-A3M7-01A 60 years, female, asian, stage:Stage IIIB, dead, 1034 days 2924.1
TCGA-A2-A1G6-01A 50 years, female, white, stage:Stage IIIA, alive, 501 days 2921.7
TCGA-AN-A0FS-01A 55 years, female, white, stage:Stage IA, alive, 210 days 2918.4
TCGA-BH-A0AW-01A 56 years, female, white, stage:Stage IIA, alive, 622 days 2916.2
TCGA-OL-A66K-01A 72 years, female, white, stage:Stage IIA, dead, 1275 days 2915.9
TCGA-D8-A3Z6-01A 56 years, female, white, stage:Stage IIIC, alive, 563 days 2914.8
TCGA-AR-A5QM-01A 62 years, female, white, stage:Stage IIA, alive, 2231 days 2914.2
TCGA-XX-A899-01A 46 years, female, white, stage:Stage IIIA, alive, 467 days 2912.2
TCGA-AR-A1AL-01A 60 years, female, white, stage:Stage IIIA, alive, 2971 days 2906.5
TCGA-D8-A1J9-01A 48 years, female, white, stage:Stage IA, alive, 532 days 2899.2
TCGA-AR-A24W-01A 55 years, female, white, stage:Stage IIB, alive, 1550 days 2896.6
TCGA-A8-A086-01A 59 years, female, stage:Stage IIA, alive, 396 days 2888.8
TCGA-OL-A66L-01A 71 years, female, black or african american, stage:Stage IA, alive, 1301 days 2887.2
TCGA-A2-A1G4-01A 71 years, female, white, stage:Stage IIIA, alive, 595 days 2880.0
TCGA-A7-A426-01A 50 years, female, white, stage:Stage IIIC, alive, 364 days 2879.3
TCGA-E9-A54X-01A 85 years, female, white, stage:Stage IA, alive, 727 days 2874.0
TCGA-D8-A1Y2-01A 71 years, female, white, stage:Stage IIA, alive, 433 days 2867.9
TCGA-AO-A03L-01A 34 years, female, asian, stage:Stage IIIA, alive, 2442 days 2865.7
TCGA-D8-A1JP-01A 73 years, female, white, stage:Stage IA, alive, 639 days 2865.7
TCGA-OL-A6VQ-01A 49 years, female, white, stage:Stage IIA, alive, 600 days 2865.6
TCGA-OL-A5D8-01A 40 years, female, black or african american, stage:Stage IIB, alive, 973 days 2865.4
TCGA-C8-A1HO-01A 34 years, female, asian, stage:Stage IIIC, alive, 375 days 2864.7
TCGA-B6-A0IM-01A 75 years, female, black or african american, stage:Stage IIB, dead, 3873 days 2864.7
TCGA-AN-A0AT-01A 62 years, female, white, stage:Stage IIA, alive, 10 days 2863.2
TCGA-A8-A0A4-01A 73 years, female, stage:Stage IIA, alive, 396 days 2861.1
TCGA-D8-A1Y3-01A 61 years, female, white, stage:Stage IIIA, alive, 430 days 2859.6
TCGA-A7-A3RF-01A 79 years, female, white, stage:Stage IIA, alive, 408 days 2858.9
TCGA-AR-A24O-01A 43 years, female, white, stage:Stage IIIA, alive, 3607 days 2848.4
TCGA-E9-A5FL-01A 65 years, female, white, stage:Stage IIB, alive, 24 days 2847.0
TCGA-BH-A18H-01A 63 years, female, white, stage:Stage IA, alive, 652 days 2846.4
TCGA-BH-A8G0-01A 54 years, female, white, stage:Stage IIB, alive, 662 days 2842.4
TCGA-D8-A1JS-01A 77 years, female, white, stage:Stage IA, alive, 371 days 2837.8
TCGA-AC-A2FF-01A 40 years, female, asian, stage:Stage IIB, alive, 2759 days 2834.3
TCGA-B6-A0IK-01A 63 years, female, white, stage:Stage IIIB, dead, 571 days 2834.2
TCGA-AN-A0XN-01A 68 years, female, white, stage:Stage IIIA, alive, 10 days 2830.5
TCGA-AO-A129-01A 29 years, female, white, stage:Stage IIB, alive, 3286 days 2828.5
TCGA-AR-A1AT-01A 62 years, female, white, stage:Stage IIA, dead, 1272 days 2818.9
TCGA-LL-A73Z-01A 55 years, female, black or african american, stage:Stage IV, dead, 227 days 2816.9
TCGA-A2-A0EP-01A 56 years, female, white, stage:Stage I, alive, 3603 days 2814.1
TCGA-A8-A095-01A 45 years, female, stage:Stage I, alive, 1277 days 2813.3
TCGA-D8-A1X8-01A 62 years, female, white, stage:Stage IIIA, alive, 783 days 2811.5
TCGA-OL-A66J-01A 80 years, female, white, stage:Stage I, alive, 1996 days 2809.2
TCGA-A7-A26H-01A 72 years, female, white, stage:Stage IIA, alive, 724 days 2809.1
TCGA-BH-A0W5-01A 77 years, female, white, stage:Stage IIA, alive, 1288 days 2805.9
TCGA-C8-A1HI-01A 40 years, female, asian, stage:Stage IIIA, alive, 343 days 2799.2
TCGA-BH-A201-01A 64 years, female, white, stage:Stage IA, alive, 856 days 2797.9
TCGA-BH-A0EB-01A 69 years, female, white, stage:Stage IA, alive, 745 days 2787.5
TCGA-GM-A4E0-01A 67 years, female, white, stage:Stage IIIC, alive, 2191 days 2786.4
TCGA-AO-A12B-01A 63 years, female, white, stage:Stage IIA, alive, 2989 days 2784.0
TCGA-OL-A6VO-01A 43 years, female, black or african american, stage:Stage IA, alive, 858 days 2781.3
TCGA-AR-A1AO-01A 47 years, female, white, stage:Stage IIA, alive, 2618 days 2781.3
TCGA-E2-A3DX-01A 43 years, female, white, stage:Stage IIIC, alive, 1325 days 2781.0
TCGA-A8-A085-01A 44 years, male, stage:Stage IIB, alive, 1124 days 2778.5
TCGA-BH-A0EI-01A 51 years, female, white, stage:Stage IIA, alive, 1926 days 2777.7
TCGA-AO-A0J6-01A 61 years, female, white, stage:Stage IIA, alive, 1140 days 2777.4
TCGA-BH-A0DV-01A 54 years, female, white, stage:Stage IIIA, alive, 2064 days 2772.3
TCGA-E9-A1R2-01A 51 years, female, white, stage:Stage IIIC, alive, 1063 days 2771.9
TCGA-BH-A0H3-01A 46 years, female, white, stage:Stage I, alive, 1928 days 2771.8
TCGA-B6-A408-01A 55 years, female, black or african american, stage:Stage IIIC, alive, 2072 days 2766.0
TCGA-E2-A1L7-01A 40 years, female, white, stage:Stage IIIA, alive, 1836 days 2765.5
TCGA-A8-A06P-01A 63 years, female, stage:Stage IIIA, alive, 396 days 2756.6
TCGA-B6-A0IH-01A 81 years, female, white, stage:Stage IIIA, dead, 2965 days 2755.3
TCGA-BH-A0AY-01A 62 years, female, white, stage:Stage IIA, alive, 777 days 2755.0
TCGA-PL-A8LX-01A 35 years, female, black or african american, stage:Stage IV, alive, 5 days 2747.5
TCGA-EW-A1J2-01A 50 years, female, black or african american, stage:'--, alive, 403 days 2740.5
TCGA-EW-A1P8-01A 58 years, female, white, stage:Stage IIIC, dead, 239 days 2735.7
TCGA-E9-A228-01A 58 years, female, white, stage:Stage IIB, alive, 1285 days 2730.3
TCGA-AC-A2FB-01A 65 years, female, white, stage:Stage IIA, alive, 1234 days 2729.2
TCGA-B6-A0RU-01A 40 years, female, white, stage:Stage IA, alive, 8605 days 2728.3
TCGA-AO-A0JE-01A 53 years, female, black or african american, stage:Stage IIIA, alive, 2335 days 2722.4
TCGA-AN-A0AJ-01A 79 years, female, white, stage:Stage IIB, alive, 303 days 2709.7
TCGA-AC-A3YI-01A 74 years, female, white, stage:Stage IIIC, alive, 707 days 2708.7
TCGA-OL-A66I-01A 36 years, female, black or african american, stage:Stage IIA, alive, 714 days 2707.8
TCGA-C8-A1HK-01A 53 years, female, asian, stage:Stage IIB, alive, 366 days 2706.9
TCGA-OK-A5Q2-01A 59 years, female, stage:Stage II, alive, 64 days 2705.2
TCGA-E2-A1IO-01A 37 years, female, white, stage:Stage I, alive, 1855 days 2704.2
TCGA-AR-A24Q-01A 49 years, female, white, stage:Stage IIB, alive, 3172 days 2693.7
TCGA-S3-AA12-01A 82 years, female, black or african american, stage:Stage IIIA, alive, 574 days 2692.2
TCGA-BH-A18R-01A 50 years, female, white, stage:Stage IIA, dead, 1142 days 2692.1
TCGA-AC-A5EH-01A 76 years, female, black or african american, stage:Stage IIB, alive, 511 days 2691.1
TCGA-A8-A07S-01A 73 years, female, stage:Stage IIA, alive, 243 days 2680.8
TCGA-A2-A3KC-01A 55 years, female, black or african american, stage:Stage IIB, alive, 1102 days 2678.4
TCGA-B6-A400-01A 43 years, female, black or african american, stage:Stage IIIA, alive, 215 days 2675.2
TCGA-E2-A1IN-01A 60 years, female, white, stage:Stage I, alive, 675 days 2675.1
TCGA-E2-A14Y-01A 35 years, female, white, stage:Stage IIA, alive, 2109 days 2672.8
TCGA-BH-A0HL-01A 56 years, female, white, stage:Stage IIB, alive, 72 days 2667.3
TCGA-BH-A5J0-01A 63 years, female, black or african american, stage:Stage IA, alive, 715 days 2666.7
TCGA-D8-A1JB-01A 54 years, female, white, stage:Stage IIB, alive, 1688 days 2666.1
TCGA-EW-A1P6-01A 64 years, female, white, stage:Stage IIB, alive, 562 days 2665.0
TCGA-E2-A15E-01A 40 years, female, white, stage:Stage IIA, alive, 630 days 2660.4
TCGA-A8-A09T-01A 68 years, female, stage:'--, alive, 579 days 2655.8
TCGA-AC-A5XU-01A 74 years, female, black or african american, stage:Stage IIB, alive, 455 days 2651.2
TCGA-D8-A1XK-01A 55 years, female, white, stage:Stage IIB, alive, 441 days 2649.5
TCGA-A2-A0ER-01A 63 years, female, white, stage:Stage IB, alive, 2263 days 2648.3
TCGA-AC-A2FE-01A 62 years, female, white, stage:Stage IIIC, dead, 2636 days 2647.5
TCGA-E2-A15H-01A 38 years, female, white, stage:Stage IIA, alive, 393 days 2644.3
TCGA-AR-A1AJ-01A 83 years, female, white, stage:Stage I, alive, 2383 days 2642.2
TCGA-D8-A145-01A 80 years, female, white, stage:Stage IIA, alive, 410 days 2642.0
TCGA-BH-A1ES-01A 35 years, female, white, stage:Stage IIB, dead, 3462 days 2638.3
TCGA-AN-A0FX-01A 52 years, female, white, stage:Stage IIA, alive, 10 days 2637.3
TCGA-EW-A1OZ-01A 56 years, female, black or african american, stage:Stage IIA, alive, 1229 days 2634.8
TCGA-A2-A0CX-01A 52 years, female, white, stage:Stage IIA, alive, 1728 days 2632.2
TCGA-OL-A5RY-01A 52 years, female, black or african american, stage:Stage IIA, alive, 752 days 2632.1
TCGA-C8-A1HF-01A 48 years, female, asian, stage:Stage IIA, alive, 332 days 2628.8
TCGA-AN-A0FJ-01A 59 years, female, white, stage:Stage IV, alive, 242 days 2628.6
TCGA-BH-A0RX-01A 59 years, female, white, stage:Stage IIA, alive, 170 days 2622.6
TCGA-EW-A1J3-01A 61 years, female, white, stage:Stage IA, alive, 504 days 2620.5
TCGA-OL-A5S0-01A 66 years, female, black or african american, stage:Stage IIB, alive, 620 days 2615.2
TCGA-AR-A24M-01A 38 years, female, white, stage:Stage IIIA, alive, 3660 days 2608.1
TCGA-D8-A73X-01A 53 years, female, white, stage:Stage IIA, alive, 767 days 2607.4
TCGA-PE-A5DE-01A 41 years, female, white, stage:Stage IIA, alive, 2645 days 2605.0
TCGA-A2-A0T4-01A 62 years, female, white, stage:Stage IIA, alive, 624 days 2600.8
TCGA-S3-AA17-01A 64 years, female, black or african american, stage:Stage IIB, alive, 424 days 2595.2
TCGA-A7-A6VX-01A 68 years, female, black or african american, stage:Stage IIA, alive, 317 days 2594.2
TCGA-EW-A1PH-01A 52 years, female, white, stage:Stage IIA, alive, 607 days 2590.4
TCGA-LL-A5YL-01A 64 years, female, white, stage:Stage IIB, alive, 519 days 2585.4
TCGA-OL-A66N-01A 59 years, female, white, stage:Stage IIIC, alive, 792 days 2584.3
TCGA-AC-A6IW-01A 73 years, female, black or african american, stage:Stage IIA, alive, 413 days 2574.1
TCGA-3C-AALJ-01A 62 years, female, black or african american, stage:Stage IIB, alive, 1474 days 2574.0
TCGA-EW-A1IY-01A 38 years, female, asian, stage:Stage I, alive, 258 days 2572.9
TCGA-BH-A0AZ-01A 47 years, female, white, stage:Stage IIIA, alive, 1919 days 2572.2
TCGA-BH-A0DG-01A 30 years, female, black or african american, stage:Stage IIA, alive, 2041 days 2563.3
TCGA-AN-A0FV-01A 58 years, female, white, stage:Stage IIA, alive, 10 days 2562.4
TCGA-B6-A3ZX-01A 50 years, female, black or african american, stage:Stage IV, dead, 1152 days 2560.5
TCGA-E2-A14Q-01A 50 years, female, white, stage:Stage IIB, alive, 1163 days 2559.0
TCGA-A2-A4S0-01A 77 years, female, white, stage:Stage IIA, alive, 706 days 2553.9
TCGA-B6-A0RS-01A 38 years, female, white, stage:Stage IIA, dead, 3063 days 2548.0
TCGA-A8-A06X-01A 77 years, female, stage:Stage IIB, dead, 943 days 2545.7
TCGA-BH-A1FU-01A 44 years, female, white, stage:Stage IA, dead, 1688 days 2545.2
TCGA-A2-A0YI-01A 62 years, female, white, stage:Stage I, alive, 1505 days 2543.2
TCGA-GM-A2DN-01A 58 years, female, white, stage:Stage IIA, alive, 3091 days 2536.9
TCGA-OL-A5D6-01A 71 years, female, black or african american, stage:Stage IIA, dead, 1104 days 2536.2
TCGA-XX-A89A-01A 68 years, female, white, stage:Stage IIB, alive, 488 days 2535.2
TCGA-AR-A2LM-01A 49 years, female, white, stage:Stage II, alive, 1935 days 2533.8
TCGA-OL-A97C-01A 67 years, female, black or african american, stage:Stage IIB, alive, 271 days 2533.7
TCGA-A2-A0YD-01A 63 years, female, white, stage:Stage IIB, alive, 769 days 2533.5
TCGA-S3-AA11-01A 67 years, female, black or african american, stage:Stage IIA, alive, 421 days 2533.3
TCGA-AR-A2LQ-01A 59 years, female, white, stage:Stage IIB, alive, 1233 days 2532.3
TCGA-D8-A1JE-01A 62 years, female, white, stage:Stage IIA, alive, 575 days 2525.1
TCGA-A7-A4SE-01A 54 years, female, black or african american, stage:Stage IIA, alive, 644 days 2524.6
TCGA-BH-A18T-01A 70 years, female, white, stage:Stage IIA, dead, 224 days 2521.9
TCGA-D8-A1XR-01A 56 years, female, white, stage:Stage IIB, alive, 482 days 2520.2
TCGA-E2-A1LB-01A 41 years, female, black or african american, stage:Stage IIB, alive, 2306 days 2517.7
TCGA-A8-A06R-01A 69 years, female, stage:Stage IIB, alive, 547 days 2515.2
TCGA-S3-A6ZG-01A 71 years, female, black or african american, stage:Stage IIB, alive, 562 days 2510.8
TCGA-E2-A15T-01A 65 years, female, white, stage:Stage IIA, alive, 1563 days 2505.1
TCGA-E2-A1LL-01A 73 years, female, black or african american, stage:Stage IIIA, alive, 1309 days 2499.6
TCGA-B6-A2IU-01A 62 years, female, white, stage:Stage IIA, alive, 5176 days 2499.2
TCGA-BH-A0BG-01A 73 years, female, white, stage:Stage I, alive, 1871 days 2490.1
TCGA-D8-A1Y0-01A 65 years, female, white, stage:Stage IIIA, alive, 472 days 2488.9
TCGA-A2-A0CM-01A 40 years, female, black or african american, stage:Stage IIA, dead, 754 days 2486.4
TCGA-AR-A2LH-01A 55 years, female, white, stage:Stage III, dead, 616 days 2486.1
TCGA-A8-A079-01A 69 years, female, stage:Stage IIIB, alive, 274 days 2485.4
TCGA-BH-A18S-01A 79 years, female, white, stage:Stage I, dead, 2009 days 2481.6
TCGA-EW-A1P7-01A 59 years, female, white, stage:Stage IIA, alive, 915 days 2480.8
TCGA-AN-A0FN-01A 61 years, female, white, stage:Stage IA, alive, 218 days 2480.6
TCGA-AR-A0TZ-01A 43 years, female, white, stage:'--, dead, 3262 days 2471.9
TCGA-BH-A0H5-01A 45 years, female, white, stage:Stage I, alive, 1620 days 2465.3
TCGA-BH-A0DX-01A 62 years, female, white, stage:Stage I, alive, 2156 days 2464.8
TCGA-E9-A2JT-01A 63 years, female, white, stage:Stage IIA, alive, 288 days 2464.5
TCGA-A8-A08Z-01A 76 years, female, stage:'--, alive, 1217 days 2459.1
TCGA-E9-A1RF-01A 68 years, female, white, stage:Stage IIIA, alive, 200 days 2458.0
TCGA-AO-A1KQ-01A 84 years, male, white, stage:Stage IIIB, alive, 1882 days 2457.4
TCGA-D8-A1JI-01A 54 years, female, white, stage:Stage IIA, alive, 577 days 2452.6
TCGA-D8-A27G-01A 75 years, female, white, stage:Stage IIA, alive, 409 days 2450.2
TCGA-A7-A4SA-01A 40 years, female, white, stage:Stage IIB, alive, 454 days 2450.2
TCGA-AO-A0JG-01A 49 years, female, white, stage:Stage IIIA, alive, 798 days 2448.8
TCGA-A2-A1G0-01A 49 years, female, white, stage:Stage IIB, alive, 616 days 2446.9
TCGA-A2-A0EY-01A 62 years, female, white, stage:Stage IIB, alive, 1925 days 2441.6
TCGA-BH-A18P-01A 60 years, female, white, stage:Stage I, dead, 921 days 2441.1
TCGA-A7-A0CD-01A 66 years, female, white, stage:Stage I, alive, 1165 days 2441.0
TCGA-BH-A0B3-01A 53 years, female, white, stage:Stage IIB, alive, 1203 days 2438.3
TCGA-A2-A04X-01A 34 years, female, white, stage:Stage IIA, alive, 1686 days 2437.6
TCGA-BH-A0H0-01A 69 years, female, white, stage:Stage IA, alive, 461 days 2437.4
TCGA-AO-A1KP-01A 77 years, female, white, stage:Stage IIA, alive, 2953 days 2434.7
TCGA-GM-A3NW-01A 63 years, female, white, stage:Stage IIA, alive, 3361 days 2434.2
TCGA-B6-A0RP-01A 73 years, female, white, stage:'--, dead, 3126 days 2433.9
TCGA-C8-A130-01A 52 years, female, asian, stage:Stage IIIA, alive, 370 days 2429.7
TCGA-AR-A0TV-01A 66 years, female, stage:Stage IIA, alive, 2288 days 2427.1
TCGA-D8-A1XZ-01A 81 years, female, white, stage:Stage IIIA, alive, 466 days 2420.6
TCGA-BH-A6R9-01A 61 years, female, white, stage:Stage IIA, alive, 160 days 2419.7
TCGA-A2-A3XZ-01A 46 years, female, black or african american, stage:Stage I, alive, 1532 days 2411.0
TCGA-AO-A0JF-01A 68 years, female, white, stage:Stage IIA, alive, 1980 days 2407.7
TCGA-BH-A1EV-01A 45 years, female, white, stage:Stage IIIA, dead, 365 days 2394.7
TCGA-E2-A10E-01A 64 years, female, white, stage:Stage IIA, alive, 865 days 2387.8
TCGA-BH-A0HX-01A 54 years, female, white, stage:Stage IIB, alive, 829 days 2383.4
TCGA-PE-A5DD-01A 64 years, female, asian, stage:Stage IIA, alive, 1953 days 2374.7
TCGA-EW-A6SC-01A 60 years, female, black or african american, stage:Stage IIA, alive, 952 days 2373.2
TCGA-AN-A0AM-01A 56 years, female, white, stage:Stage IIA, alive, 5 days 2373.1
TCGA-BH-A0BD-01A 47 years, female, white, stage:Stage IIA, alive, 554 days 2371.9
TCGA-OL-A5RZ-01A 57 years, female, black or african american, stage:Stage IA, alive, 679 days 2370.3
TCGA-A7-A0CJ-01A 57 years, female, white, stage:Stage IIA, alive, 931 days 2369.2
TCGA-A2-A0ET-01A 58 years, female, white, stage:Stage IIIA, alive, 1066 days 2368.2
TCGA-GM-A2DD-01A 53 years, female, white, stage:Stage I, alive, 2282 days 2367.3
TCGA-A2-A04W-01A 50 years, female, white, stage:Stage IIB, alive, 3102 days 2366.7
TCGA-D8-A1XG-01A 86 years, female, white, stage:Stage IIIB, alive, 448 days 2366.0
TCGA-B6-A0WX-01A 40 years, female, black or african american, stage:Stage IIIA, dead, 639 days 2365.7
TCGA-LL-A6FQ-01A 77 years, female, black or african american, stage:Stage IIIA, alive, 80 days 2364.2
TCGA-A1-A0SN-01A 50 years, female, white, stage:Stage IIA, alive, 1196 days 2363.9
TCGA-AO-A0J2-01A 41 years, female, white, stage:Stage IA, alive, 997 days 2362.7
TCGA-AR-A1AH-01A 51 years, female, white, stage:Stage IIB, alive, 3807 days 2361.2
TCGA-LL-A7T0-01A 70 years, female, black or african american, stage:Stage IIB, alive, 376 days 2358.5
TCGA-AR-A24S-01A 61 years, female, white, stage:Stage I, alive, 2976 days 2357.9
TCGA-A7-A4SC-01A 62 years, female, white, stage:Stage IIB, alive, 446 days 2357.1
TCGA-A2-A3KD-01A 47 years, female, white, stage:Stage IIIA, alive, 1206 days 2352.8
TCGA-A2-A04Y-01A 53 years, female, white, stage:Stage IIB, alive, 1099 days 2351.5
TCGA-A8-A09Q-01A 83 years, female, stage:Stage IIIB, alive, 761 days 2351.1
TCGA-EW-A1P3-01A 48 years, female, white, stage:Stage IIA, alive, 1611 days 2348.7
TCGA-A7-A0CH-01A 79 years, female, white, stage:Stage IIA, alive, 1079 days 2347.6
TCGA-LL-A442-01A 56 years, female, black or african american, stage:Stage IIA, alive, 889 days 2346.7
TCGA-BH-A0H6-01A 82 years, female, white, stage:Stage I, alive, 747 days 2341.8
TCGA-BH-A0BF-01A 56 years, female, white, stage:Stage IIB, dead, 1324 days 2337.4
TCGA-E2-A10C-01A 54 years, female, white, stage:Stage IIB, alive, 1220 days 2337.2
TCGA-AC-A5XS-01A 74 years, female, white, stage:Stage IIA, alive, 588 days 2334.5
TCGA-BH-A0HW-01A 62 years, female, asian, stage:Stage IA, alive, 1561 days 2333.2
TCGA-E2-A15I-01A 44 years, female, white, stage:Stage IIA, alive, 1692 days 2331.1
TCGA-BH-A1FR-01A 73 years, female, white, stage:Stage IIIB, dead, 1642 days 2329.8
TCGA-C8-A135-01A 64 years, female, asian, stage:Stage IIB, alive, 393 days 2327.4
TCGA-D8-A1JH-01A 56 years, female, white, stage:Stage IA, alive, 426 days 2323.8
TCGA-E2-A56Z-01A 69 years, female, black or african american, stage:Stage IIB, alive, 252 days 2322.3
TCGA-AO-A0J5-01A 48 years, female, white, stage:Stage IV, dead, 792 days 2315.5
TCGA-GM-A2DA-01A 46 years, female, white, stage:Stage IIB, dead, 6593 days 2311.3
TCGA-AN-A0AK-01A 76 years, female, white, stage:Stage IIA, alive, 224 days 2309.3
TCGA-E2-A108-01A 64 years, female, white, stage:Stage IIIA, alive, 837 days 2308.7
TCGA-AR-A255-01A 62 years, female, white, stage:Stage I, alive, 2161 days 2300.5
TCGA-BH-A1EY-01A 79 years, female, white, stage:Stage IIA, dead, 538 days 2299.3
TCGA-S3-AA14-01A 47 years, female, black or african american, stage:Stage I, alive, 529 days 2298.5
TCGA-E2-A15C-01A 61 years, female, white, stage:Stage I, alive, 694 days 2297.1
TCGA-AO-A0JL-01A 59 years, female, white, stage:Stage IIIA, alive, 1683 days 2293.2
TCGA-EW-A1PB-01A 70 years, female, black or african american, stage:Stage IIIA, alive, 608 days 2290.9
TCGA-A2-A0YF-01A 67 years, female, black or african american, stage:Stage I, alive, 1535 days 2289.7
TCGA-A8-A07E-01A 81 years, female, stage:Stage X, alive, 608 days 2289.5
TCGA-E2-A570-01A 47 years, female, black or african american, stage:Stage IB, alive, 931 days 2287.8
TCGA-AO-A124-01A 38 years, female, white, stage:Stage IIA, alive, 3506 days 2280.7
TCGA-BH-A0BR-01A 59 years, female, white, stage:Stage I, alive, 2330 days 2279.9
TCGA-A8-A0A2-01A 66 years, female, stage:Stage IIA, alive, 579 days 2277.6
TCGA-E9-A1NA-01A 58 years, female, white, stage:Stage IIA, alive, 1112 days 2277.2
TCGA-BH-A0B6-01A 47 years, female, white, stage:Stage I, alive, 2483 days 2276.9
TCGA-A8-A075-01A 42 years, female, stage:Stage IIB, alive, 518 days 2275.6
TCGA-A2-A0T7-01A 51 years, female, white, stage:Stage IIA, alive, 631 days 2269.7
TCGA-BH-A0H9-01A 69 years, female, white, stage:Stage IIA, alive, 1247 days 2265.0
TCGA-AC-A3HN-01A 87 years, female, white, stage:Stage IIB, alive, 496 days 2264.7
TCGA-A1-A0SD-01A 59 years, female, white, stage:Stage IIA, alive, 437 days 2262.6
TCGA-D8-A27I-01A 58 years, female, white, stage:Stage IIIA, alive, 439 days 2261.7
TCGA-E9-A1NC-01A 61 years, female, white, stage:Stage IIB, alive, 1203 days 2258.3
TCGA-BH-A0HB-01A 55 years, female, white, stage:Stage IA, alive, 806 days 2257.8
TCGA-AC-A2B8-01A 84 years, female, white, stage:Stage IIB, alive, 677 days 2257.3
TCGA-A2-A0SV-01A 63 years, female, white, stage:Stage IV, dead, 825 days 2256.3
TCGA-D8-A1JU-01A 51 years, female, white, stage:Stage IA, alive, 447 days 2251.8
TCGA-E9-A1QZ-01A 61 years, female, white, stage:Stage IIA, alive, 755 days 2251.7
TCGA-AC-A8OS-01A 71 years, female, white, stage:Stage IIA, alive, 70 days 2245.6
TCGA-AO-A0JD-01A 59 years, female, white, stage:Stage IIIA, alive, 2190 days 2244.9
TCGA-D8-A1JD-01A 41 years, female, white, stage:Stage IIB, alive, 552 days 2244.8
TCGA-AN-A03Y-01A 66 years, female, white, stage:Stage IIA, alive, 10 days 2241.9
TCGA-E2-A1IH-01A 80 years, female, white, stage:Stage I, alive, 1026 days 2240.7
TCGA-A2-A0ST-01A 62 years, female, white, stage:Stage IIA, alive, 3017 days 2240.3
TCGA-A7-A425-01A 70 years, female, white, stage:Stage IIIC, alive, 447 days 2239.8
TCGA-5T-A9QA-01A 52 years, female, black or african american, stage:Stage IIA, alive, 303 days 2239.6
TCGA-AN-A03X-01A 74 years, female, white, stage:Stage IIA, alive, 10 days 2239.6
TCGA-E2-A15K-01A 58 years, female, white, stage:Stage IIB, alive, 275 days 2237.6
TCGA-B6-A0RG-01A 26 years, female, white, stage:Stage IIB, alive, 2082 days 2236.3
TCGA-E9-A1N4-01A 41 years, female, white, stage:Stage IIIA, alive, 1000 days 2235.1
TCGA-C8-A132-01A 56 years, female, asian, stage:Stage IIB, alive, 383 days 2234.5
TCGA-E9-A1RG-01A 62 years, female, white, stage:Stage IIIA, alive, 647 days 2234.2
TCGA-BH-A1EU-01A 83 years, female, white, stage:Stage I, dead, 1286 days 2233.5
TCGA-AO-A1KT-01A 78 years, female, white, stage:Stage IIA, alive, 541 days 2233.2
TCGA-BH-A0DL-01A 64 years, female, white, stage:Stage IIA, alive, 2381 days 2231.8
TCGA-A2-A0EO-01A 54 years, female, white, stage:Stage IA, alive, 2442 days 2228.6
TCGA-LL-A441-01A 62 years, female, black or african american, stage:Stage IA, alive, 996 days 2222.4
TCGA-B6-A0RT-01A 39 years, female, white, stage:Stage IIIA, alive, 2721 days 2221.6
TCGA-A7-A13H-01A 61 years, female, white, stage:Stage IIB, alive, 899 days 2221.5
TCGA-B6-A402-01A 47 years, female, black or african american, stage:Stage I, alive, 2281 days 2219.4
TCGA-AR-A2LR-01A 49 years, female, white, stage:Stage I, alive, 1742 days 2218.3
TCGA-E9-A1RD-01A 67 years, female, white, stage:Stage IIA, alive, 34 days 2216.4
TCGA-E2-A1BC-01A 63 years, female, stage:Stage IA, alive, 501 days 2215.3
TCGA-A7-A5ZV-01A 62 years, female, black or african american, stage:Stage IIA, alive, 368 days 2213.6
TCGA-E9-A1ND-01A 75 years, female, white, stage:Stage IIB, alive, 1266 days 2213.1
TCGA-E9-A1NI-01A 51 years, female, white, stage:Stage IIA, alive, 300 days 2207.8
TCGA-E2-A15S-01A 34 years, female, white, stage:Stage IIB, alive, 428 days 2206.6
TCGA-AC-A6IV-01A 47 years, female, white, stage:Stage IIB, alive, 568 days 2200.6
TCGA-EW-A6SA-01A 59 years, male, black or african american, stage:Stage II, alive, 510 days 2200.4
TCGA-A8-A07Z-01A 85 years, female, stage:Stage IIA, alive, 1371 days 2199.9
TCGA-E9-A1R5-01A 63 years, female, white, stage:Stage IA, alive, 92 days 2196.6
TCGA-AR-A252-01A 50 years, female, white, stage:Stage I, alive, 2838 days 2193.6
TCGA-A2-A0YC-01A 59 years, female, white, stage:Stage IIB, alive, 990 days 2193.0
TCGA-E9-A245-01A 47 years, female, white, stage:Stage IIB, dead, 26 days 2191.4
TCGA-B6-A0IB-01A 64 years, female, white, stage:Stage IV, dead, 3941 days 2190.7
TCGA-D8-A27L-01A 49 years, female, white, stage:Stage IIIA, alive, 499 days 2181.7
TCGA-A8-A09N-01A 57 years, female, stage:Stage IIIC, alive, 31 days 2176.8
TCGA-A2-A0SX-01A 48 years, female, white, stage:Stage IA, alive, 1534 days 2176.4
TCGA-A8-A07J-01A 35 years, female, stage:Stage IIB, alive, 365 days 2172.1
TCGA-BH-A1FG-01A 88 years, female, white, stage:Stage I, dead, 577 days 2169.6
TCGA-E9-A1NG-01A 62 years, female, white, stage:Stage IIA, dead, 786 days 2164.0
TCGA-S3-AA10-01A 65 years, female, black or african american, stage:Stage IIA, alive, 586 days 2163.0
TCGA-E2-A1IJ-01A 57 years, female, white, stage:Stage I, alive, 865 days 2155.2
TCGA-AC-A62Y-01A 79 years, female, white, stage:Stage IIB, alive, 530 days 2153.0
TCGA-AN-A0FL-01A 62 years, female, white, stage:Stage IIA, alive, 231 days 2152.7
TCGA-BH-A0B7-01A 42 years, female, white, stage:Stage IIB, alive, 2559 days 2152.1
TCGA-D8-A1XF-01A 45 years, female, white, stage:Stage IIA, alive, 463 days 2148.2
TCGA-D8-A1XS-01A 48 years, male, white, stage:Stage IIIC, alive, 496 days 2148.0
TCGA-B6-A0RE-01A 61 years, female, black or african american, stage:Stage X, alive, 7777 days 2147.0
TCGA-E9-A1N6-01A 52 years, female, white, stage:Stage IIB, dead, 678 days 2143.5
TCGA-A2-A3XT-01A 45 years, female, black or african american, stage:Stage IIB, alive, 2770 days 2141.0
TCGA-LL-A440-01A 61 years, female, white, stage:Stage IA, alive, 759 days 2139.8
TCGA-E2-A1II-01A 51 years, female, white, stage:Stage I, alive, 1025 days 2139.3
TCGA-GM-A2DH-01A 58 years, female, white, stage:Stage I, alive, 2193 days 2137.1
TCGA-A8-A09M-01A 75 years, female, stage:Stage IIIC, alive, 1006 days 2136.0
TCGA-A8-A06Y-01A 66 years, female, stage:Stage IIA, alive, 791 days 2133.5
TCGA-C8-A273-01A 29 years, female, asian, stage:Stage IIB, alive, 513 days 2132.8
TCGA-AN-A049-01A 62 years, female, white, stage:Stage IIA, alive, 19 days 2129.8
TCGA-A2-A04R-01A 36 years, female, black or african american, stage:Stage IA, alive, 3709 days 2129.0
TCGA-AC-A2QJ-01A 48 years, female, white, stage:Stage IIIB, dead, 446 days 2124.6
TCGA-AR-A1AX-01A 64 years, female, white, stage:Stage I, alive, 2629 days 2123.5
TCGA-A7-A26J-01A 49 years, female, white, stage:Stage IIA, alive, 627 days 2120.3
TCGA-AQ-A1H2-01A 84 years, female, white, stage:Stage IIIA, alive, 475 days 2119.1
TCGA-AN-A0XP-01A 69 years, female, white, stage:Stage IIIA, alive, 9 days 2118.9
TCGA-AC-A2FO-01A 65 years, female, white, stage:Stage IIB, alive, 2255 days 2118.1
TCGA-D8-A1XB-01A 62 years, female, white, stage:Stage IIB, alive, 552 days 2115.1
TCGA-A2-A1G1-01A 85 years, female, white, stage:Stage IIB, alive, 584 days 2111.7
TCGA-AR-A1AI-01A 47 years, female, white, stage:Stage IIA, alive, 3296 days 2107.8
TCGA-LQ-A4E4-01A 73 years, female, white, stage:Stage IIIA, alive, 849 days 2107.1
TCGA-A2-A0D2-01A 45 years, female, white, stage:Stage IIA, alive, 1027 days 2107.0
TCGA-D8-A1XC-01A 85 years, female, white, stage:Stage IIIB, dead, 377 days 2105.9
TCGA-E2-A1B1-01A 45 years, female, white, stage:Stage IIB, alive, 2653 days 2103.7
TCGA-AO-A0J3-01A 67 years, female, white, stage:Stage IIB, alive, 651 days 2098.4
TCGA-A8-A0AB-01A 54 years, female, stage:Stage IIA, alive, 518 days 2094.2
TCGA-AR-A5QQ-01A 68 years, female, white, stage:Stage IIIA, dead, 322 days 2094.1
TCGA-E9-A243-01A 52 years, female, white, stage:Stage IIA, alive, 612 days 2092.8
TCGA-BH-A0BJ-01A 41 years, female, white, stage:Stage IIB, alive, 660 days 2091.5
TCGA-AO-A0JM-01A 40 years, female, stage:Stage IIB, alive, 2184 days 2090.6
TCGA-C8-A275-01A 56 years, female, asian, stage:Stage IIA, alive, 1 days 2090.1
TCGA-LL-A5YO-01A 50 years, female, black or african american, stage:Stage IA, alive, 440 days 2089.7
TCGA-BH-A0EE-01A 68 years, female, white, stage:Stage IIB, alive, 943 days 2089.7
TCGA-E2-A1IL-01A 78 years, female, white, stage:Stage IIA, alive, 118 days 2089.2
TCGA-BH-A18N-01A 88 years, female, white, stage:Stage IIA, dead, 468 days 2089.0
TCGA-A2-A04Q-01A 48 years, female, white, stage:Stage IA, alive, 2385 days 2087.3
TCGA-JL-A3YW-01A 49 years, female, asian, stage:Stage IIB, alive, 360 days 2086.6
TCGA-BH-A0B4-01A 65 years, male, white, stage:Stage IIIA, alive, 1191 days 2077.6
TCGA-A2-A25F-01A 66 years, female, white, stage:Stage IIA, alive, 322 days 2076.5
TCGA-LL-A73Y-01A 67 years, female, black or african american, stage:Stage IA, alive, 477 days 2076.0
TCGA-BH-A1FH-01A 47 years, female, white, stage:Stage IV, dead, 1034 days 2075.9
TCGA-E9-A1N5-01A 45 years, female, white, stage:Stage IIB, alive, 1120 days 2075.7
TCGA-E9-A1R3-01A 70 years, female, white, stage:Stage IIIC, alive, 78 days 2073.2
TCGA-AN-A0FT-01A 63 years, female, white, stage:Stage IIB, alive, 214 days 2071.2
TCGA-E9-A22D-01A 38 years, female, white, stage:Stage IIA, alive, 1248 days 2068.5
TCGA-BH-A0B5-01A 40 years, female, white, stage:Stage IIIA, alive, 2136 days 2067.5
TCGA-AC-A6IX-01A 49 years, female, white, stage:Stage IIIC, alive, 373 days 2059.4
TCGA-BH-A0DE-01A 62 years, female, white, stage:Stage IIA, alive, 2372 days 2055.9
TCGA-BH-A0DQ-01A 42 years, female, white, stage:Stage IIB, alive, 98 days 2053.3
TCGA-A7-A3J1-01A 63 years, female, white, stage:Stage IA, alive, 343 days 2050.5
TCGA-C8-A26W-01A 58 years, female, asian, stage:Stage IIB, alive, 381 days 2049.2
TCGA-E2-A1LI-01A 57 years, female, white, stage:Stage IIB, alive, 3121 days 2041.0
TCGA-BH-A18J-01A 56 years, female, white, stage:Stage IV, dead, 612 days 2036.3
TCGA-GI-A2C9-01A 58 years, female, black or african american, stage:Stage IIB, alive, 3342 days 2035.6
TCGA-BH-A1FN-01A 34 years, female, white, stage:Stage IIA, dead, 2192 days 2035.1
TCGA-BH-A208-01A 48 years, female, white, stage:Stage IIB, dead, 1759 days 2035.0
TCGA-AR-A24N-01A 54 years, female, white, stage:Stage I, alive, 3035 days 2034.5
TCGA-A7-A2KD-01A 53 years, female, black or african american, stage:Stage IIIA, alive, 679 days 2025.7
TCGA-A2-A4S2-01A 62 years, female, white, stage:Stage IIIA, alive, 643 days 2024.2
TCGA-E9-A3QA-01A 33 years, female, white, stage:Stage IIA, alive, 918 days 2020.1
TCGA-E2-A1IU-01A 60 years, female, white, stage:Stage IA, alive, 337 days 2018.8
TCGA-AN-A0FZ-01A 45 years, female, white, stage:Stage IIIA, alive, 10 days 2017.2
TCGA-B6-A0X1-01A 48 years, female, white, stage:'--, dead, 7455 days 2016.8
TCGA-EW-A2FR-01A 59 years, female, black or african american, stage:Stage IIIC, alive, 1673 days 2014.8
TCGA-AN-A0XW-01A 36 years, female, white, stage:Stage IIIA, alive, 170 days 2009.9
TCGA-C8-A1HJ-01A 53 years, female, asian, stage:Stage IIA, alive, 5 days 2006.8
TCGA-EW-A1PD-01A 61 years, male, white, stage:Stage IIA, alive, 424 days 2005.3
TCGA-A7-A56D-01A 84 years, female, black or african american, stage:Stage IIA, alive, 448 days 2004.5
TCGA-D8-A1XM-01A 57 years, female, white, stage:Stage IA, alive, 538 days 2004.3
TCGA-A1-A0SG-01A 61 years, female, white, stage:Stage IIB, alive, 434 days 2003.8
TCGA-AC-A2QI-01A 76 years, female, white, stage:Stage IIIA, alive, 588 days 2002.2
TCGA-B6-A0WV-01A 67 years, female, white, stage:Stage IIB, dead, 2417 days 1998.6
TCGA-B6-A0WT-01A 61 years, female, white, stage:Stage IIB, alive, 5739 days 1997.7
TCGA-E2-A150-01A 48 years, female, white, stage:Stage IIA, alive, 1935 days 1995.4
TCGA-A1-A0SH-01A 39 years, female, white, stage:Stage IIA, alive, 1437 days 1983.2
TCGA-D8-A1X6-01A 80 years, female, white, stage:Stage IIIA, alive, 541 days 1982.5
TCGA-A2-A4RX-01A 67 years, female, black or african american, stage:Stage IIA, alive, 742 days 1979.6
TCGA-BH-AB28-01A 53 years, female, white, stage:Stage IIIA, alive, 287 days 1978.5
TCGA-E9-A24A-01A 69 years, female, white, stage:Stage IIA, alive, 747 days 1978.0
TCGA-AQ-A54O-01A 51 years, male, black or african american, stage:Stage IIA, alive, 1001 days 1977.9
TCGA-AN-A0XL-01A 61 years, female, white, stage:Stage IIA, alive, 163 days 1974.3
TCGA-AR-A1AQ-01A 49 years, female, white, stage:Stage IIA, alive, 3021 days 1972.5
TCGA-D8-A27N-01A 36 years, female, white, stage:Stage IIIA, alive, 519 days 1970.3
TCGA-AR-A1AK-01A 70 years, female, white, stage:Stage I, alive, 3159 days 1968.8
TCGA-A2-A0CW-01A 67 years, female, white, stage:Stage IIB, alive, 3283 days 1968.5
TCGA-C8-A26V-01A 47 years, female, asian, stage:Stage IIIA, alive, 616 days 1963.9
TCGA-C8-A8HR-01A 49 years, female, asian, stage:Stage IIIA, alive, 408 days 1961.5
TCGA-AR-A2LL-01A 70 years, female, white, stage:Stage IIB, alive, 2012 days 1961.1
TCGA-B6-A0WS-01A 58 years, female, black or african american, stage:Stage X, dead, 2965 days 1955.6
TCGA-A8-A0A1-01A 84 years, female, stage:Stage IIA, alive, 365 days 1955.1
TCGA-EW-A423-01A 75 years, female, white, stage:Stage IIA, alive, 533 days 1953.4
TCGA-E9-A247-01A 59 years, female, white, stage:Stage IA, alive, 1186 days 1953.3
TCGA-C8-A131-01A 82 years, female, asian, stage:Stage IIIA, alive, 411 days 1951.2
TCGA-AR-A0U4-01A 54 years, female, white, stage:Stage IIA, alive, 3261 days 1949.1
TCGA-E9-A22H-01A 42 years, female, white, stage:Stage IIB, alive, 1232 days 1946.7
TCGA-C8-A1HE-01A 59 years, female, asian, stage:Stage IIA, alive, 375 days 1943.3
TCGA-B6-A1KN-01A 57 years, female, white, stage:Stage IIIB, alive, 4233 days 1942.4
TCGA-B6-A40C-01A 51 years, female, white, stage:Stage IIB, alive, 2164 days 1942.2
TCGA-A2-A0EN-01A 70 years, female, white, stage:Stage IIA, alive, 4088 days 1941.2
TCGA-AC-A62V-01A 58 years, male, black or african american, stage:Stage IV, dead, 348 days 1939.9
TCGA-C8-A1HN-01A 56 years, female, asian, stage:Stage IIA, alive, 394 days 1938.8
TCGA-A8-A09D-01A 47 years, female, stage:Stage IIB, alive, 1522 days 1938.4
TCGA-E9-A1RI-01A 43 years, female, white, stage:Stage IIIA, alive, 1449 days 1938.4
TCGA-AR-A0TS-01A 46 years, female, white, stage:Stage IIB, alive, 2558 days 1937.9
TCGA-LL-A5YM-01A 88 years, female, black or african american, stage:Stage IIIB, alive, 394 days 1937.8
TCGA-C8-A138-01A 54 years, female, asian, stage:Stage IIIA, alive, 380 days 1929.6
TCGA-EW-A1OW-01A 58 years, female, black or african american, stage:Stage IIA, alive, 694 days 1924.8
TCGA-A8-A07L-01A 58 years, female, stage:Stage IIIA, alive, 975 days 1923.0
TCGA-AR-A5QN-01A 68 years, female, white, stage:Stage IIIC, alive, 1013 days 1922.7
TCGA-A8-A08O-01A 45 years, female, stage:Stage IV, alive, 943 days 1919.4
TCGA-OL-A5RU-01A 63 years, female, black or african american, stage:Stage IIA, alive, 1219 days 1918.8
TCGA-D8-A1XV-01A 84 years, female, white, stage:Stage IIA, alive, 461 days 1916.1
TCGA-AO-A03V-01A 41 years, female, white, stage:Stage I, alive, 1351 days 1914.1
TCGA-A8-A0AD-01A 83 years, female, stage:Stage I, alive, 1157 days 1913.6
TCGA-A1-A0SJ-01A 39 years, female, black or african american, stage:Stage IIIA, alive, 416 days 1913.2
TCGA-BH-A0E7-01A 79 years, female, white, stage:Stage IIB, alive, 1363 days 1912.0
TCGA-B6-A0WW-01A 58 years, female, black or african american, stage:Stage X, dead, 558 days 1909.8
TCGA-A2-A25E-01A 34 years, female, black or african american, stage:Stage IIIA, alive, 3204 days 1904.4
TCGA-E2-A1B0-01A 50 years, female, white, stage:Stage IIIA, alive, 1631 days 1904.1
TCGA-AN-A0G0-01A 56 years, female, white, stage:Stage IIA, alive, 16 days 1901.5
TCGA-BH-A18L-01A 50 years, female, white, stage:Stage IIIA, dead, 811 days 1899.2
TCGA-AR-A0TX-01A 64 years, female, stage:Stage IIA, alive, 1972 days 1897.4
TCGA-B6-A401-01A 47 years, female, black or african american, stage:Stage IIA, alive, 2596 days 1889.7
TCGA-BH-A5IZ-01A 51 years, female, black or african american, stage:Stage IIB, alive, 567 days 1884.5
TCGA-EW-A2FW-01A 52 years, female, white, stage:Stage IIA, alive, 672 days 1883.8
TCGA-A2-A0EV-01A 80 years, female, white, stage:Stage IA, alive, 968 days 1883.1
TCGA-A7-A13E-01A 62 years, female, white, stage:Stage IIB, dead, 614 days 1879.7
TCGA-D8-A27M-01A 59 years, female, white, stage:Stage IA, alive, 410 days 1878.7
TCGA-D8-A1XJ-01A 76 years, female, white, stage:Stage IIIA, alive, 664 days 1875.8
TCGA-AN-A0XS-01A 63 years, female, white, stage:Stage IIIA, alive, 10 days 1872.5
TCGA-LL-A5YP-01A 49 years, female, black or african american, stage:Stage IIB, alive, 450 days 1871.3
TCGA-AR-A0TW-01A 50 years, female, white, stage:Stage IIIA, alive, 3009 days 1867.7
TCGA-BH-A1EO-01A 68 years, female, white, stage:Stage IIA, dead, 2798 days 1863.1
TCGA-A2-A1FZ-01A 63 years, female, white, stage:Stage IIA, alive, 683 days 1862.8
TCGA-A2-A0YJ-01A 39 years, female, white, stage:Stage IIIA, alive, 566 days 1860.9
TCGA-E9-A229-01A 37 years, female, white, stage:Stage IA, alive, 1148 days 1856.7
TCGA-LL-A6FR-01A 50 years, female, black or african american, stage:Stage IIA, alive, 489 days 1855.8
TCGA-E2-A14T-01A 52 years, female, white, stage:Stage IIA, alive, 2311 days 1855.4
TCGA-LL-A8F5-01A 61 years, female, black or african american, stage:Stage IIA, alive, 596 days 1854.9
TCGA-AQ-A04J-01A 45 years, female, white, stage:Stage IIA, alive, 819 days 1854.1
TCGA-B6-A0RL-01A 60 years, female, black or african american, stage:Stage IIA, dead, 2469 days 1851.3
TCGA-AN-A0FF-01A 32 years, female, white, stage:Stage IA, alive, 172 days 1846.6
TCGA-AO-A1KS-01A 69 years, female, white, stage:Stage IIA, alive, 350 days 1845.8
TCGA-BH-A204-01A 80 years, female, white, stage:Stage IIB, dead, 2534 days 1840.4
TCGA-E9-A1NE-01A 28 years, female, white, stage:Stage IIB, alive, 1088 days 1839.6
TCGA-E2-A15M-01A 66 years, female, white, stage:Stage IIA, dead, 336 days 1839.6
TCGA-EW-A1P4-01A 43 years, female, white, stage:Stage IIA, alive, 907 days 1837.9
TCGA-EW-A1IW-01A 80 years, female, white, stage:Stage IIB, alive, 371 days 1831.7
TCGA-E2-A159-01A 50 years, female, white, stage:Stage IIA, alive, 762 days 1828.2
TCGA-AN-A0FY-01A 55 years, female, white, stage:Stage IA, alive, 10 days 1826.3
TCGA-A8-A092-01A 48 years, female, stage:Stage IIIA, alive, 942 days 1821.0
TCGA-D8-A1X7-01A 40 years, female, white, stage:Stage IIA, alive, 509 days 1820.5
TCGA-A8-A07B-01A 69 years, female, stage:Stage IIA, alive, 1308 days 1820.1
TCGA-E2-A109-01A 64 years, female, white, stage:Stage IIA, alive, 1417 days 1812.7
TCGA-OL-A5RW-01A 40 years, female, black or african american, stage:Stage IIA, alive, 1106 days 1811.4
TCGA-D8-A1XU-01A 56 years, female, white, stage:Stage IA, alive, 395 days 1811.3
TCGA-A8-A07P-01A 68 years, female, stage:Stage IIB, alive, 334 days 1810.7
TCGA-A8-A08P-01A 70 years, female, stage:Stage IIIA, alive, 943 days 1808.4
TCGA-BH-A0H7-01A 65 years, female, white, stage:Stage IIIA, alive, 702 days 1806.1
TCGA-C8-A12L-01A 67 years, female, asian, stage:Stage IIA, alive, 363 days 1804.7
TCGA-A8-A09K-01A 68 years, female, stage:Stage IIA, alive, 912 days 1802.3
TCGA-UL-AAZ6-01A 73 years, female, black or african american, stage:Stage IIA, alive, 518 days 1799.1
TCGA-EW-A1P5-01A 77 years, female, white, stage:Stage IIB, alive, 703 days 1797.9
TCGA-A2-A0CL-01A 37 years, female, black or african american, stage:Stage IIIA, alive, 3015 days 1795.7
TCGA-A8-A09A-01A 40 years, female, stage:Stage X, alive, 304 days 1793.4
TCGA-A2-A0T2-01A 66 years, female, white, stage:Stage IV, dead, 255 days 1786.4
TCGA-D8-A73U-01A 88 years, female, white, stage:Stage IIA, alive, 492 days 1784.7
TCGA-AC-A3EH-01A 79 years, female, white, stage:Stage IIIC, dead, 197 days 1782.7
TCGA-EW-A1PF-01A 50 years, female, white, stage:Stage IA, alive, 439 days 1781.6
TCGA-AR-A24V-01A 52 years, female, white, stage:Stage IIB, alive, 3203 days 1778.9
TCGA-A2-A3XS-01A 62 years, female, black or african american, stage:Stage IIIA, dead, 1032 days 1778.0
TCGA-EW-A1PA-01A 59 years, female, white, stage:Stage IIB, alive, 575 days 1776.8
TCGA-C8-A12V-01A 55 years, female, asian, stage:Stage IIA, alive, 385 days 1775.8
TCGA-AO-A12E-01A 51 years, female, white, stage:Stage IIB, alive, 2142 days 1774.2
TCGA-A8-A099-01A 76 years, female, stage:Stage X, alive, 304 days 1771.1
TCGA-A2-A0EU-01A 79 years, female, white, stage:Stage IA, alive, 1043 days 1769.1
TCGA-AR-A1AP-01A 80 years, female, white, stage:Stage I, alive, 2856 days 1766.1
TCGA-BH-A0BV-01A 78 years, female, white, stage:Stage IIB, alive, 1519 days 1765.0
TCGA-AR-A0TY-01A 54 years, female, white, stage:Stage IIA, dead, 1699 days 1764.1
TCGA-BH-A0BO-01A 54 years, female, white, stage:Stage I, alive, 2197 days 1762.1
TCGA-E2-A2P6-01A 77 years, female, stage:Stage IIB, alive, 1051 days 1761.2
TCGA-EW-A1IZ-01A 53 years, female, white, stage:Stage IIIA, alive, 554 days 1759.2
TCGA-D8-A1J8-01A 77 years, female, white, stage:Stage IIB, alive, 431 days 1757.6
TCGA-D8-A1JL-01A 72 years, female, white, stage:Stage IIA, alive, 611 days 1756.3
TCGA-E2-A10B-01A 67 years, female, white, stage:Stage IIB, alive, 1141 days 1749.8
TCGA-AC-A2FM-01A 87 years, female, white, stage:Stage IIB, dead, 792 days 1748.2
TCGA-AR-A2LK-01A 62 years, female, white, stage:Stage III, dead, 1649 days 1745.6
TCGA-GM-A2DF-01A 53 years, female, black or african american, stage:Stage IIA, alive, 2155 days 1744.2
TCGA-B6-A0I9-01A 62 years, female, white, stage:Stage IV, dead, 362 days 1743.1
TCGA-A8-A08L-01A 89 years, female, stage:Stage IIIA, dead, 30 days 1738.8
TCGA-A8-A09I-01A 84 years, female, stage:Stage IIA, alive, 1371 days 1738.6
TCGA-A8-A07C-01A 57 years, female, stage:Stage IIA, alive, 1034 days 1736.5
TCGA-AR-A0U0-01A 73 years, female, white, stage:Stage IIB, alive, 1988 days 1736.1
TCGA-EW-A3U0-01A 61 years, female, black or african american, stage:Stage IIIA, alive, 532 days 1730.4
TCGA-AR-A0TT-01A 53 years, female, black or african american, stage:Stage IIIA, alive, 3316 days 1730.2
TCGA-A8-A07R-01A 80 years, female, stage:Stage IIIC, alive, 273 days 1724.5
TCGA-A2-A1FW-01A 62 years, female, white, stage:Stage IIIA, alive, 528 days 1723.3
TCGA-E9-A1RH-01A 63 years, female, white, stage:Stage IIA, alive, 1417 days 1720.5
TCGA-BH-A18Q-01A 56 years, female, white, stage:Stage IIB, dead, 1692 days 1716.5
TCGA-E2-A1LS-01A 46 years, female, white, stage:Stage IA, alive, 1604 days 1715.4
TCGA-AN-A0XU-01A 54 years, female, white, stage:Stage IIA, alive, 10 days 1714.1
TCGA-BH-A0BT-01A 56 years, female, white, stage:Stage IIA, alive, 2365 days 1713.7
TCGA-A8-A08G-01A 41 years, female, stage:Stage IIA, alive, 607 days 1709.3
TCGA-A2-A0CU-01A 73 years, female, white, stage:Stage IIA, dead, 158 days 1695.1
TCGA-D8-A1JT-01A 70 years, female, white, stage:Stage IIA, alive, 405 days 1692.1
TCGA-A7-A13D-01A 46 years, female, black or african american, stage:Stage IIA, alive, 965 days 1689.8
TCGA-AQ-A7U7-01A 55 years, female, white, stage:Stage IIIA, dead, 584 days 1689.8
TCGA-A2-A0T3-01A 37 years, female, white, stage:Stage IB, alive, 1516 days 1686.9
TCGA-A8-A091-01A 61 years, female, stage:Stage IIA, alive, 1004 days 1680.8
TCGA-D8-A142-01A 74 years, female, white, stage:Stage IIB, alive, 425 days 1677.7
TCGA-OL-A66P-01A 75 years, female, black or african american, stage:Stage IIA, alive, 428 days 1672.8
TCGA-B6-A409-01A 44 years, female, black or african american, stage:Stage IIIA, dead, 573 days 1668.5
TCGA-AR-A24R-01A 45 years, female, white, stage:Stage IIIA, alive, 3430 days 1660.9
TCGA-E9-A1RC-01A 56 years, female, white, stage:Stage IIIC, alive, 1224 days 1658.7
TCGA-LL-A740-01A 61 years, female, black or african american, stage:Stage IA, alive, 441 days 1657.6
TCGA-C8-A27B-01A 48 years, female, asian, stage:Stage IIB, alive, 439 days 1652.7
TCGA-AR-A1AV-01A 68 years, male, white, stage:Stage IIB, alive, 1864 days 1651.5
TCGA-BH-A0BL-01A 35 years, female, white, stage:Stage I, alive, 2278 days 1650.2
TCGA-E2-A10A-01A 41 years, female, white, stage:Stage IIB, alive, 1229 days 1650.2
TCGA-AR-A24L-01A 26 years, female, white, stage:Stage IIB, dead, 2866 days 1649.9
TCGA-E2-A14R-01A 62 years, female, white, stage:Stage IIA, alive, 1174 days 1649.9
TCGA-AR-A0TP-01A 43 years, female, white, stage:Stage IIA, alive, 4275 days 1648.8
TCGA-AO-A0JI-01A 56 years, female, white, stage:Stage IIA, alive, 1528 days 1647.3
TCGA-AO-A03T-01A 42 years, female, white, stage:Stage IIB, alive, 2124 days 1647.2
TCGA-BH-A1ET-01A 55 years, female, white, stage:Stage I, dead, 2520 days 1645.8
TCGA-E9-A2JS-01A 72 years, female, white, stage:Stage IIB, dead, 904 days 1643.2
TCGA-A8-A08R-01A 52 years, female, stage:Stage IIB, alive, 30 days 1640.9
TCGA-AR-A0TQ-01A 27 years, female, white, stage:Stage IIIA, alive, 2991 days 1640.6
TCGA-C8-A12U-01A 46 years, female, asian, stage:Stage IIB, alive, 385 days 1638.4
TCGA-C8-A12O-01A 50 years, female, asian, stage:Stage IIA, alive, 385 days 1634.4
TCGA-A7-A6VV-01A 51 years, female, black or african american, stage:Stage IIA, alive, 313 days 1633.3
TCGA-E2-A1LG-01A 50 years, female, black or african american, stage:Stage IIA, alive, 1523 days 1628.7
TCGA-B6-A1KI-01A 63 years, female, white, stage:Stage I, alive, 2236 days 1624.7
TCGA-E2-A1LA-01A 59 years, female, stage:Stage IIA, alive, 748 days 1622.8
TCGA-E2-A15O-01A 89 years, female, black or african american, stage:Stage I, alive, 289 days 1622.6
TCGA-E9-A1RE-01A 74 years, female, white, stage:Stage IIIA, alive, 1419 days 1621.3
TCGA-A8-A084-01A 81 years, female, stage:Stage IIB, alive, 458 days 1619.6
TCGA-EW-A1J5-01A 59 years, female, white, stage:Stage IIB, alive, 477 days 1618.3
TCGA-EW-A6S9-01A 34 years, female, black or african american, stage:Stage IIA, alive, 463 days 1617.1
TCGA-A8-A076-01A 66 years, female, stage:Stage IIA, alive, 1642 days 1614.9
TCGA-E9-A3Q9-01A 78 years, female, white, stage:Stage IIIC, alive, 1001 days 1612.9
TCGA-A8-A0A6-01A 64 years, female, stage:Stage IIIC, alive, 640 days 1612.6
TCGA-A7-A13F-01A 44 years, female, white, stage:Stage IIIA, alive, 765 days 1601.7
TCGA-C8-A8HP-01A 59 years, female, asian, stage:Stage IIIA, alive, 396 days 1599.1
TCGA-A1-A0SQ-01A 45 years, female, white, stage:Stage IIB, alive, 554 days 1597.2
TCGA-BH-A0WA-01A 82 years, female, white, stage:Stage I, alive, 701 days 1596.8
TCGA-D8-A27H-01A 72 years, female, white, stage:Stage IIA, alive, 397 days 1594.9
TCGA-EW-A1OX-01A 43 years, female, white, stage:Stage IIA, alive, 911 days 1591.1
TCGA-E9-A22B-01A 71 years, female, white, stage:Stage IA, alive, 1167 days 1585.1
TCGA-E2-A1LK-01A 84 years, female, black or african american, stage:Stage IIIC, dead, 266 days 1583.6
TCGA-AO-A128-01A 61 years, female, white, stage:Stage IIA, alive, 3248 days 1582.8
TCGA-E9-A22A-01A 74 years, female, white, stage:Stage IIA, alive, 1189 days 1578.9
TCGA-B6-A0IN-01A 45 years, female, white, stage:Stage X, dead, 2573 days 1573.9
TCGA-EW-A6SD-01A 32 years, female, black or african american, stage:Stage IIB, alive, 1010 days 1572.8
TCGA-E2-A152-01A 56 years, female, white, stage:Stage I, alive, 2128 days 1570.4
TCGA-A7-A0DA-01A 62 years, female, white, stage:Stage IIA, alive, 1085 days 1567.9
TCGA-E9-A1R4-01A 66 years, female, white, stage:Stage IA, alive, 186 days 1567.5
TCGA-AO-A0JA-01A 36 years, female, black or african american, stage:Stage IIIC, alive, 655 days 1564.9
TCGA-C8-A278-01A 61 years, female, asian, stage:Stage IIIA, alive, 297 days 1558.5
TCGA-AR-A24H-01A 65 years, female, white, stage:Stage IIA, alive, 4894 days 1555.8
TCGA-C8-A12X-01A 62 years, female, asian, stage:Stage IIB, alive, 385 days 1554.6
TCGA-GM-A2DK-01A 58 years, female, white, stage:Stage I, alive, 2645 days 1552.6
TCGA-A8-A06U-01A 80 years, female, stage:Stage IIB, dead, 883 days 1552.2
TCGA-AN-A041-01A 29 years, female, white, stage:Stage IIB, alive, 7 days 1548.3
TCGA-A8-A09B-01A 58 years, female, stage:Stage IIIB, alive, 365 days 1546.6
TCGA-D8-A1JJ-01A 54 years, female, white, stage:Stage IIA, alive, 611 days 1545.5
TCGA-BH-A1F0-01A 80 years, female, white, stage:Stage IIA, dead, 785 days 1541.7
TCGA-EW-A2FV-01A 39 years, female, white, stage:Stage IIIC, alive, 788 days 1540.9
TCGA-E2-A107-01A 54 years, female, white, stage:Stage IIIA, alive, 1047 days 1538.0
TCGA-AN-A0AL-01A 41 years, female, white, stage:Stage IIIB, alive, 227 days 1534.8
TCGA-A2-A4S3-01A 59 years, female, black or african american, stage:Stage IIB, alive, 666 days 1525.8
TCGA-BH-A0AU-01A 45 years, female, white, stage:Stage IIA, alive, 1914 days 1525.2
TCGA-AR-A24Z-01A 57 years, female, white, stage:Stage IIA, alive, 3001 days 1521.3
TCGA-AR-A0U3-01A 59 years, female, white, stage:Stage IIB, alive, 4080 days 1520.6
TCGA-D8-A1X9-01A 66 years, female, white, stage:Stage IIB, alive, 727 days 1519.2
TCGA-A2-A0CT-01A 71 years, female, white, stage:Stage IIA, alive, 2289 days 1510.8
TCGA-BH-A0BZ-01A 59 years, female, white, stage:Stage IIIA, alive, 2255 days 1509.4
TCGA-D8-A1XT-01A 61 years, female, white, stage:Stage IIA, alive, 506 days 1505.6
TCGA-D8-A1XD-01A 36 years, female, white, stage:Stage IIIA, alive, 522 days 1504.0
TCGA-D8-A27R-01A 41 years, female, white, stage:Stage IIIC, alive, 307 days 1496.0
TCGA-E2-A573-01A 48 years, female, black or african american, stage:Stage IA, alive, 1062 days 1493.9
TCGA-A8-A06O-01A 60 years, female, stage:Stage I, alive, 396 days 1488.4
TCGA-BH-A0GY-01A 67 years, female, white, stage:Stage IIA, alive, 923 days 1488.2
TCGA-BH-A0B1-01A 66 years, female, white, stage:Stage IIB, alive, 1148 days 1487.4
TCGA-EW-A6SB-01A 62 years, female, black or african american, stage:Stage II, alive, 760 days 1483.2
TCGA-BH-A0BA-01A 51 years, female, white, stage:Stage IIIC, alive, 1132 days 1480.5
TCGA-A2-A25C-01A 50 years, female, white, stage:Stage IIB, alive, 523 days 1476.6
TCGA-AR-A251-01A 51 years, female, white, stage:Stage IIIA, alive, 3030 days 1472.1
TCGA-GI-A2C8-01A 63 years, female, white, stage:Stage IIIB, alive, 225 days 1468.1
TCGA-E2-A14X-01A 55 years, female, black or african american, stage:Stage IIIA, alive, 972 days 1466.8
TCGA-UU-A93S-01A 63 years, female, black or african american, stage:Stage IV, dead, 116 days 1466.8
TCGA-E9-A248-01A 51 years, female, white, stage:Stage IIA, alive, 59 days 1466.1
TCGA-BH-A0DH-01A 63 years, female, white, stage:Stage IIB, alive, 1156 days 1461.6
TCGA-BH-A1F5-01A 62 years, female, white, stage:Stage IIA, dead, 2712 days 1454.7
TCGA-E9-A1R7-01A 64 years, female, white, stage:Stage IIA, alive, 1467 days 1451.6
TCGA-A8-A06Q-01A 63 years, female, stage:Stage IIIA, alive, 31 days 1449.1
TCGA-A8-A06Z-01A 84 years, female, stage:Stage IIB, alive, 31 days 1446.0
TCGA-A2-A0T1-01A 55 years, female, american indian or alaska native, stage:Stage IIIC, alive, 521 days 1433.7
TCGA-BH-A1EW-01A 38 years, female, white, stage:Stage IIA, dead, 1694 days 1431.4
TCGA-A8-A07I-01A 69 years, female, stage:Stage IIIA, alive, 426 days 1427.8
TCGA-A7-A0D9-01A 37 years, female, white, stage:Stage IIA, alive, 1139 days 1426.5
TCGA-A7-A0DC-01A 63 years, female, white, stage:Stage IA, alive, 906 days 1425.1
TCGA-A7-A4SD-01A 52 years, female, black or african american, stage:Stage IIA, alive, 441 days 1422.5
TCGA-E2-A1IE-01A 61 years, female, white, stage:Stage IIB, alive, 2362 days 1422.1
TCGA-A2-A3XX-01A 49 years, female, black or african american, stage:Stage IIA, dead, 1439 days 1420.8
TCGA-AR-A1AW-01A 65 years, female, white, stage:Stage IIA, alive, 2632 days 1420.4
TCGA-A7-A4SB-01A 56 years, female, white, stage:Stage IIIA, alive, 418 days 1416.7
TCGA-A7-A26G-01A 50 years, female, black or african american, stage:Stage IIA, alive, 722 days 1412.3
TCGA-BH-A202-01A 60 years, female, white, stage:Stage II, alive, 795 days 1408.6
TCGA-GM-A2DC-01A 57 years, female, white, stage:Stage IIA, alive, 2535 days 1408.3
TCGA-BH-A1F2-01A 53 years, female, white, stage:Stage IIIB, dead, 959 days 1406.4
TCGA-D8-A140-01A 62 years, female, white, stage:Stage IIB, alive, 403 days 1401.3
TCGA-E9-A1R6-01A 63 years, female, white, stage:Stage IIA, alive, 339 days 1400.1
TCGA-E2-A15R-01A 64 years, female, white, stage:Stage IIA, alive, 1732 days 1399.0
TCGA-D8-A27W-01A 55 years, female, white, stage:Stage IIIB, alive, 373 days 1395.6
TCGA-C8-A27A-01A 48 years, female, asian, stage:Stage IIB, alive, 747 days 1392.1
TCGA-D8-A73W-01A 79 years, female, white, stage:Stage IIIA, dead, 385 days 1390.1
TCGA-A8-A07W-01A 76 years, female, stage:Stage IV, alive, 304 days 1380.7
TCGA-B6-A0RO-01A 71 years, female, white, stage:Stage IIIB, alive, 4929 days 1376.7
TCGA-A1-A0SI-01A 52 years, female, white, stage:Stage IIB, alive, 635 days 1375.9
TCGA-B6-A0X5-01A 61 years, female, black or african american, stage:Stage IIB, dead, 2097 days 1374.2
TCGA-D8-A27F-01A 40 years, female, white, stage:Stage IIA, alive, 488 days 1374.2
TCGA-BH-A1FD-01A 68 years, female, white, stage:Stage I, dead, 1009 days 1368.8
TCGA-B6-A0I8-01A 46 years, female, white, stage:Stage X, dead, 749 days 1366.9
TCGA-A8-A07U-01A 66 years, female, stage:Stage IIIA, alive, 760 days 1361.5
TCGA-BH-A0C3-01A 47 years, female, white, stage:Stage I, alive, 2709 days 1352.8
TCGA-A8-A09E-01A 73 years, female, stage:Stage IIIB, alive, 1492 days 1349.8
TCGA-S3-AA0Z-01A 63 years, female, black or african american, stage:Stage IIB, alive, 629 days 1345.2
TCGA-A2-A0D4-01A 37 years, female, black or african american, stage:Stage IIB, alive, 767 days 1340.5
TCGA-A2-A0YG-01A 63 years, female, white, stage:Stage IIIC, alive, 666 days 1337.2
TCGA-AR-A24U-01A 47 years, female, white, stage:Stage IIA, alive, 3128 days 1336.5
TCGA-C8-A8HQ-01A 53 years, female, asian, stage:Stage IIB, alive, 380 days 1332.1
TCGA-D8-A143-01A 51 years, female, white, stage:Stage IIA, alive, 431 days 1331.7
TCGA-E9-A5UP-01A 63 years, female, white, stage:Stage IIA, alive, 803 days 1329.4
TCGA-AR-A1AY-01A 65 years, female, white, stage:Stage I, alive, 1026 days 1328.8
TCGA-E9-A226-01A 45 years, female, white, stage:Stage IIIA, dead, 1048 days 1326.7
TCGA-AC-A62X-01A 72 years, female, black or african american, stage:Stage IIA, alive, 417 days 1326.2
TCGA-GM-A2DB-01A 62 years, female, white, stage:Stage IIA, alive, 2406 days 1325.9
TCGA-E2-A14W-01A 78 years, male, white, stage:Stage IIA, alive, 974 days 1316.1
TCGA-C8-A26X-01A 58 years, female, asian, stage:Stage IIA, alive, 376 days 1314.2
TCGA-A8-A06T-01A 75 years, female, stage:Stage IIIA, alive, 1614 days 1312.1
TCGA-E2-A15P-01A 61 years, female, white, stage:Stage IA, alive, 595 days 1298.2
TCGA-A7-A6VY-01A 48 years, female, black or african american, stage:Stage IIB, alive, 266 days 1284.7
TCGA-AN-A04D-01A 58 years, female, white, stage:Stage IIB, alive, 52 days 1281.7
TCGA-A2-A0YH-01A 53 years, female, white, stage:Stage IIIA, alive, 659 days 1278.2
TCGA-C8-A12Q-01A 78 years, female, asian, stage:Stage IIIA, dead, 385 days 1266.8
TCGA-D8-A1XA-01A 64 years, female, white, stage:Stage IA, alive, 839 days 1264.5
TCGA-AQ-A0Y5-01A 70 years, female, white, stage:Stage IIIA, dead, 172 days 1263.1
TCGA-E2-A1LH-01A 59 years, female, white, stage:Stage I, alive, 3247 days 1261.2
TCGA-A7-A4SF-01A 54 years, female, black or african american, stage:Stage IIA, alive, 545 days 1260.7
TCGA-AR-A250-01A 58 years, female, white, stage:Stage IIA, alive, 2707 days 1255.1
TCGA-A8-A08X-01A 43 years, female, stage:Stage IIIC, alive, 1308 days 1255.0
TCGA-A7-A0CE-01A 57 years, female, white, stage:Stage IIA, alive, 1074 days 1253.2
TCGA-A2-A0YE-01A 48 years, female, white, stage:Stage IIB, alive, 554 days 1252.2
TCGA-BH-A6R8-01A 46 years, female, black or african american, stage:Stage IIA, alive, 293 days 1237.2
TCGA-PL-A8LZ-01A 29 years, female, black or african american, stage:Stage IIIB, alive, 302 days 1227.3
TCGA-AR-A0U2-01A 47 years, female, white, stage:Stage IIIA, dead, 2551 days 1223.7
TCGA-A1-A0SM-01A 77 years, male, white, stage:Stage IIA, alive, 242 days 1222.5
TCGA-E9-A5UO-01A 41 years, female, white, stage:Stage IIA, alive, 785 days 1221.7
TCGA-S3-A6ZF-01A 64 years, female, black or african american, stage:Stage IIA, alive, 572 days 1220.2
TCGA-A2-A4S1-01A 66 years, female, white, stage:Stage IIA, alive, 820 days 1214.7
TCGA-EW-A1PE-01A 56 years, female, white, stage:Stage IIA, alive, 320 days 1209.0
TCGA-A8-A08I-01A 53 years, female, stage:Stage IIA, alive, 365 days 1208.7
TCGA-3C-AAAU-01A 55 years, female, white, stage:Stage X, alive, 4047 days 1199.5
TCGA-A8-A09R-01A 82 years, female, stage:Stage IIB, alive, 273 days 1199.1
TCGA-A2-A1FX-01A 61 years, female, white, stage:Stage IIIA, alive, 1847 days 1198.3
TCGA-BH-A0GZ-01A 62 years, female, white, stage:Stage IIA, alive, 328 days 1195.9
TCGA-AC-A8OQ-01A 72 years, female, black or african american, stage:Stage IIB, alive, 34 days 1184.0
TCGA-D8-A1JA-01A 60 years, female, white, stage:'--, alive, 502 days 1181.2
TCGA-D8-A13Z-01A 51 years, female, white, stage:'--, alive, 635 days 1180.3
TCGA-A8-A0A7-01A 57 years, female, stage:Stage IIB, alive, 30 days 1170.5
TCGA-LL-A7SZ-01A 49 years, female, black or african american, stage:Stage IIB, alive, 594 days 1151.1
TCGA-A1-A0SO-01A 67 years, female, white, stage:Stage IIB, alive, 852 days 1150.1
TCGA-BH-A0BW-01A 71 years, female, black or african american, stage:Stage I, alive, 2371 days 1147.4
TCGA-A8-A08F-01A 59 years, female, stage:Stage IIIC, alive, 1004 days 1145.5
TCGA-S3-AA15-01A 51 years, female, black or african american, stage:Stage IIB, alive, 525 days 1142.1
TCGA-AC-A23C-01A 62 years, female, white, stage:Stage IIB, alive, 585 days 1139.6
TCGA-D8-A1XW-01A 53 years, female, white, stage:Stage IIA, alive, 1309 days 1138.3
TCGA-C8-A12P-01A 55 years, female, asian, stage:Stage IIB, alive, 358 days 1137.1
TCGA-D8-A1XY-01A 74 years, female, white, stage:Stage IIA, alive, 503 days 1135.0
TCGA-C8-A12W-01A 49 years, female, asian, stage:Stage IIIB, alive, 385 days 1133.6
TCGA-C8-A134-01A 52 years, female, asian, stage:Stage IIA, alive, 383 days 1131.2
TCGA-3C-AALI-01A 50 years, female, black or african american, stage:Stage IIB, alive, 4005 days 1124.2
TCGA-C8-A1HM-01A 74 years, female, asian, stage:Stage IIA, alive, 375 days 1115.0
TCGA-AC-A2BM-01A 41 years, female, black or african american, stage:Stage IIB, alive, 3022 days 1085.9
TCGA-D8-A1XQ-01A 69 years, female, white, stage:Stage IIA, alive, 499 days 1080.6
TCGA-BH-A1EN-01A 78 years, female, white, stage:Stage IIA, dead, 2127 days 1080.1
TCGA-BH-A1EX-01A 67 years, female, white, stage:Stage IIB, dead, 1508 days 1075.6
TCGA-A2-A0SW-01A 82 years, female, white, stage:Stage IV, dead, 1365 days 1063.8
TCGA-A8-A097-01A 65 years, female, stage:Stage IIB, alive, 365 days 1063.3
TCGA-A2-A0YT-01A 56 years, female, white, stage:Stage IIIB, dead, 723 days 1054.1
TCGA-C8-A3M8-01A 68 years, female, asian, stage:Stage IA, alive, 394 days 1051.4
TCGA-E2-A106-01A 34 years, female, asian, stage:Stage IB, alive, 2541 days 1014.8
TCGA-EW-A1J6-01A 70 years, female, white, stage:Stage I, alive, 875 days 1013.0
TCGA-E2-A15F-01A 64 years, female, white, stage:Stage I, alive, 658 days 988.0
TCGA-C8-A26Z-01A 59 years, female, asian, stage:Stage IIA, alive, 470 days 929.2
TCGA-D8-A1X5-01A 81 years, female, white, stage:Stage IIIC, alive, 565 days 912.6
TCGA-BH-A1F8-01A 90 years, female, white, stage:Stage IIIB, dead, 1 days 904.3
TCGA-D8-A1JF-01A 79 years, female, white, stage:Stage IIIA, alive, 366 days 834.3
TCGA-AO-A12D-01A 43 years, female, white, stage:Stage IIA, alive, 2515 days 828.7
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BREAST INVASIVE CARCINOMA (VALIDATION) - Interactive survival scatter ploti

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

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

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

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

& Survival analysisi

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

RPL12 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.

: 2115.3
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 1912.5
Number of samples 50
Samples
Sample Description pTPM
DO228453 34 years, female, NA, stage:0, alive, 4157 days 4130.6
DO228483 34 years, female, NA, stage:0, alive, 1994 days 3573.7
DO228321 35 years, female, NA, stage:2, dead, 4286 days 3298.0
DO228409 31 years, female, NA, stage:1, alive, 4423 days 3158.8
DO228266 33 years, female, NA, stage:2, dead, 3785 days 3129.3
DO228430 31 years, female, NA, stage:1, alive, 4647 days 2901.4
DO228423 34 years, female, NA, stage:2, alive, 4136 days 2846.7
DO229483 34 years, female, NA, stage:0, alive, 299 days 2809.7
DO228460 25 years, female, NA, stage:2, alive, 3385 days 2785.0
DO228247 33 years, female, NA, stage:3, dead, 2584 days 2741.4
DO228516 35 years, female, NA, stage:2, alive, 447 days 2697.0
DO228404 29 years, female, NA, stage:1, alive, 3737 days 2553.0
DO228488 30 years, female, NA, stage:2, alive, 991 days 2528.6
DO228310 33 years, female, NA, stage:2, dead, 153 days 2444.7
DO228427 31 years, female, NA, stage:2, alive, 3995 days 2302.0
DO228276 32 years, female, NA, stage:2, alive, 4613 days 2293.8
DO228471 28 years, female, NA, stage:2, alive, 1827 days 2244.9
DO228455 34 years, female, NA, stage:1, alive, 3115 days 2223.0
DO228521 32 years, female, NA, stage:1, alive, 287 days 2212.1
DO228246 26 years, female, NA, stage:3, dead, 327 days 2202.2
DO228340 34 years, female, NA, stage:3, dead, 1051 days 2163.8
DO228256 29 years, female, NA, stage:2, alive, 2312 days 2066.8
DO228433 34 years, female, NA, stage:3, alive, 1929 days 2018.2
DO228449 27 years, female, NA, stage:2, alive, 4896 days 1940.3
DO228290 31 years, female, NA, stage:2, alive, 4268 days 1890.6
DO228479 27 years, female, NA, stage:2, alive, 1985 days 1801.0
DO228272 32 years, female, NA, stage:2, alive, 4126 days 1781.9
DO228293 28 years, female, NA, stage:2, alive, 4339 days 1769.6
DO228426 35 years, female, NA, stage:2, alive, 4129 days 1761.3
DO228262 33 years, female, NA, stage:2, alive, 3889 days 1759.7
DO228509 33 years, female, NA, stage:1, alive, 377 days 1701.1
DO228506 32 years, female, NA, stage:1, alive, 489 days 1694.7
DO228295 31 years, female, NA, stage:2, dead, 2616 days 1673.1
DO228477 33 years, female, NA, stage:3, alive, 2188 days 1632.1
DO228268 35 years, female, NA, stage:2, alive, 5084 days 1619.9
DO228356 33 years, female, NA, stage:2, dead, 3732 days 1603.4
DO228350 34 years, female, NA, stage:1, alive, 3069 days 1601.2
DO228260 32 years, female, NA, stage:2, alive, 3026 days 1517.0
DO228300 35 years, female, NA, stage:2, alive, 952 days 1497.8
DO228452 32 years, female, NA, stage:2, dead, 1354 days 1484.7
DO228502 27 years, female, NA, stage:1, alive, 164 days 1405.6
DO228319 35 years, female, NA, stage:1, alive, 4716 days 1392.8
DO228283 33 years, female, NA, stage:3, alive, 5180 days 891.1
DO228439 33 years, female, NA, stage:1, alive, 1845 days 388.9
DO228431 32 years, female, NA, stage:2, alive, 2915 days 379.3
DO228499 29 years, female, NA, stage:1, alive, 284 days 356.9
DO228441 29 years, female, NA, stage:1, dead, 147 days 250.3
DO228307 35 years, female, NA, stage:2, alive, 4928 days 248.1
DO228383 30 years, female, NA, stage:2, alive, 3975 days 220.3
DO228332 33 years, female, NA, stage:2, alive, 4776 days 41.9
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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 HPA003403
 Staining
  High
  Medium
  Low
  Not detected
 Intensity
  Strong
  Moderate
  Weak
  Negative
 Quantity
  >75%
  75%-25%
  <25%
  None
 Location
  Nuclear
  Cytoplasmic/membranous
  Cytoplasmic/membranous,nuclear
  None
Lobular carcinoma
Duct carcinoma

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