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  • RPS3A
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.

RPS3A 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.

: 3584.43
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 2851.6
Number of samples 1022
Samples
Sample Description pTPM
TCGA-AN-A04C-01A 51 years, female, white, stage:Stage IIB, alive, 54 days 22539.3
TCGA-BH-A0B9-01A 44 years, female, white, stage:Stage IA, alive, 1572 days 10354.5
TCGA-A2-A0CY-01A 63 years, female, white, stage:Stage IIB, alive, 1673 days 8121.2
TCGA-A1-A0SB-01A 70 years, female, white, stage:Stage I, alive, 259 days 7664.6
TCGA-AN-A0AJ-01A 79 years, female, white, stage:Stage IIB, alive, 303 days 7140.5
TCGA-E2-A158-01A 43 years, female, white, stage:Stage IIA, alive, 450 days 7037.0
TCGA-C8-A1HF-01A 48 years, female, asian, stage:Stage IIA, alive, 332 days 6620.3
TCGA-B6-A0X0-01A 54 years, female, white, stage:Stage I, dead, 3945 days 6562.2
TCGA-A2-A0SY-01A 62 years, female, white, stage:Stage IIIA, alive, 1347 days 6348.9
TCGA-B6-A0RN-01A 60 years, female, white, stage:Stage IA, alive, 8008 days 6276.3
TCGA-C8-A1HN-01A 56 years, female, asian, stage:Stage IIA, alive, 394 days 6272.2
TCGA-PL-A8LY-01A 30 years, female, black or african american, stage:Stage IIB, alive, 8 days 6237.1
TCGA-A8-A08T-01A 64 years, female, stage:Stage IV, dead, 3409 days 6123.9
TCGA-A2-A0T5-01A 39 years, female, white, stage:Stage IIA, alive, 531 days 6121.0
TCGA-AC-A3QP-01A 79 years, female, white, stage:Stage IIB, alive, 675 days 6116.5
TCGA-A2-A1G6-01A 50 years, female, white, stage:Stage IIIA, alive, 501 days 6081.4
TCGA-AR-A24K-01A 46 years, female, white, stage:Stage IIA, alive, 1548 days 6050.3
TCGA-A2-A3XV-01A 46 years, female, black or african american, stage:Stage IIA, alive, 996 days 5860.3
TCGA-EW-A1P0-01A 55 years, female, white, stage:Stage IIB, alive, 1251 days 5848.1
TCGA-A7-A4SE-01A 54 years, female, black or african american, stage:Stage IIA, alive, 644 days 5837.6
TCGA-A1-A0SP-01A 40 years, female, stage:Stage IIA, alive, 584 days 5835.4
TCGA-AR-A24X-01A 52 years, female, white, stage:Stage IIA, alive, 3004 days 5777.7
TCGA-BH-A0HK-01A 81 years, female, white, stage:Stage IIB, alive, 178 days 5693.2
TCGA-E9-A1N9-01A 58 years, female, white, stage:Stage IIA, alive, 1101 days 5688.8
TCGA-AO-A0J6-01A 61 years, female, white, stage:Stage IIA, alive, 1140 days 5572.8
TCGA-A2-A1FV-01A 74 years, female, white, stage:Stage IIB, alive, 714 days 5566.4
TCGA-GM-A5PX-01A 65 years, female, white, stage:Stage IIB, alive, 551 days 5562.3
TCGA-A7-A5ZW-01A 47 years, female, black or african american, stage:Stage IIA, alive, 326 days 5542.9
TCGA-BH-A0HX-01A 54 years, female, white, stage:Stage IIB, alive, 829 days 5537.2
TCGA-E9-A3X8-01A 48 years, female, white, stage:Stage IIB, alive, 926 days 5500.7
TCGA-AO-A1KT-01A 78 years, female, white, stage:Stage IIA, alive, 541 days 5474.9
TCGA-AO-A1KO-01A 46 years, female, white, stage:Stage IIB, alive, 622 days 5465.5
TCGA-AN-A0FS-01A 55 years, female, white, stage:Stage IA, alive, 210 days 5448.5
TCGA-BH-A0HP-01A 65 years, female, white, stage:Stage IIIA, alive, 414 days 5419.6
TCGA-E2-A576-01A 69 years, female, black or african american, stage:Stage IA, alive, 1043 days 5406.0
TCGA-LD-A66U-01A 44 years, female, white, stage:Stage IIB, alive, 646 days 5405.0
TCGA-A7-A5ZX-01A 48 years, female, white, stage:Stage IIIC, alive, 336 days 5396.4
TCGA-A2-A3XU-01A 35 years, female, black or african american, stage:Stage IIB, dead, 912 days 5373.4
TCGA-AR-A2LE-01A 69 years, female, white, stage:Stage I, alive, 5062 days 5362.7
TCGA-GM-A3XG-01A 46 years, female, white, stage:Stage IIIA, alive, 1330 days 5346.7
TCGA-E2-A15J-01A 51 years, female, white, stage:Stage I, alive, 1640 days 5304.4
TCGA-A2-A0YL-01A 48 years, female, white, stage:Stage IIIA, alive, 1474 days 5272.0
TCGA-Z7-A8R5-01A 61 years, female, white, stage:Stage IIIA, alive, 3287 days 5265.7
TCGA-A8-A07C-01A 57 years, female, stage:Stage IIA, alive, 1034 days 5248.2
TCGA-AR-A2LR-01A 49 years, female, white, stage:Stage I, alive, 1742 days 5189.4
TCGA-A2-A0SU-01A 66 years, female, white, stage:Stage IIA, alive, 1662 days 5153.3
TCGA-OL-A66N-01A 59 years, female, white, stage:Stage IIIC, alive, 792 days 5151.6
TCGA-A7-A0CG-01A 78 years, female, white, stage:Stage IIA, alive, 1043 days 5105.7
TCGA-OL-A5RX-01A 51 years, female, black or african american, stage:Stage IA, alive, 878 days 5096.8
TCGA-AC-A3TM-01A 50 years, female, white, stage:Stage IIIA, alive, 762 days 5095.3
TCGA-AC-A2FF-01A 40 years, female, asian, stage:Stage IIB, alive, 2759 days 5069.9
TCGA-A2-A04V-01A 39 years, female, white, stage:Stage IIA, dead, 1920 days 5067.8
TCGA-BH-A28Q-01A 46 years, female, white, stage:Stage IIB, alive, 1119 days 5057.4
TCGA-BH-A0HF-01A 77 years, female, white, stage:Stage IA, alive, 727 days 4948.8
TCGA-A8-A07O-01A 51 years, female, stage:Stage IIA, alive, 304 days 4942.5
TCGA-B6-A0RS-01A 38 years, female, white, stage:Stage IIA, dead, 3063 days 4926.0
TCGA-E2-A1B5-01A 46 years, female, white, stage:Stage IIA, alive, 984 days 4867.9
TCGA-BH-A0DP-01A 60 years, female, white, stage:Stage IIB, alive, 476 days 4864.9
TCGA-B6-A0RQ-01A 68 years, female, white, stage:Stage IIB, dead, 4267 days 4860.0
TCGA-AN-A0XN-01A 68 years, female, white, stage:Stage IIIA, alive, 10 days 4856.4
TCGA-A2-A0CT-01A 71 years, female, white, stage:Stage IIA, alive, 2289 days 4836.2
TCGA-A1-A0SK-01A 54 years, female, asian, stage:Stage IIA, dead, 967 days 4834.6
TCGA-LL-A5YL-01A 64 years, female, white, stage:Stage IIB, alive, 519 days 4783.9
TCGA-A1-A0SF-01A 54 years, female, white, stage:Stage IIA, alive, 1463 days 4773.9
TCGA-EW-A424-01A 51 years, female, white, stage:Stage IIIA, alive, 715 days 4738.8
TCGA-D8-A27K-01A 47 years, female, white, stage:Stage IIB, alive, 1461 days 4736.3
TCGA-AQ-A54N-01A 51 years, female, black or african american, stage:Stage IIA, alive, 78 days 4727.7
TCGA-A2-A0D1-01A 76 years, female, white, stage:Stage IIA, alive, 1051 days 4726.9
TCGA-BH-A0DI-01A 63 years, female, white, stage:Stage IIB, alive, 912 days 4724.5
TCGA-D8-A1XL-01A 34 years, female, white, stage:Stage IIB, alive, 606 days 4722.5
TCGA-A1-A0SE-01A 56 years, female, white, stage:Stage I, alive, 1321 days 4708.9
TCGA-A2-A0CK-01A 60 years, female, white, stage:Stage IIIA, alive, 4159 days 4704.2
TCGA-AC-A7VC-01A 56 years, female, white, stage:Stage IIB, alive, 1 days 4670.9
TCGA-BH-A42V-01A 41 years, female, black or african american, stage:Stage IB, alive, 635 days 4657.3
TCGA-OL-A66I-01A 36 years, female, black or african american, stage:Stage IIA, alive, 714 days 4648.1
TCGA-EW-A1OY-01A 63 years, female, white, stage:Stage IIA, alive, 908 days 4621.8
TCGA-E2-A574-01A 44 years, female, black or african american, stage:Stage IIA, alive, 1179 days 4603.4
TCGA-B6-A0RV-01A 42 years, female, white, stage:Stage IIIA, alive, 5156 days 4599.5
TCGA-AR-A24T-01A 46 years, female, white, stage:Stage IIIC, alive, 3202 days 4593.3
TCGA-A8-A0AB-01A 54 years, female, stage:Stage IIA, alive, 518 days 4591.5
TCGA-A8-A07L-01A 58 years, female, stage:Stage IIIA, alive, 975 days 4578.1
TCGA-BH-A2L8-01A 45 years, female, white, stage:Stage IIA, alive, 612 days 4574.5
TCGA-BH-A0H3-01A 46 years, female, white, stage:Stage I, alive, 1928 days 4555.3
TCGA-E9-A6HE-01A 45 years, female, white, stage:Stage IIIC, alive, 847 days 4552.2
TCGA-BH-A1FU-01A 44 years, female, white, stage:Stage IA, dead, 1688 days 4550.7
TCGA-BH-A0BC-01A 60 years, female, white, stage:Stage IIIC, alive, 974 days 4520.4
TCGA-A8-A07P-01A 68 years, female, stage:Stage IIB, alive, 334 days 4506.5
TCGA-E9-A249-01A 45 years, female, white, stage:Stage IIA, alive, 217 days 4470.4
TCGA-A2-A04U-01A 47 years, female, white, stage:Stage IIA, alive, 2654 days 4433.7
TCGA-BH-A0BQ-01A 39 years, female, white, stage:Stage I, alive, 2255 days 4432.6
TCGA-AO-A0JC-01A 64 years, female, white, stage:Stage IIA, alive, 1547 days 4423.4
TCGA-OL-A66O-01A 39 years, female, black or african american, stage:Stage IIB, alive, 528 days 4411.2
TCGA-E2-A1AZ-01A 63 years, female, white, stage:Stage IIB, alive, 2329 days 4407.0
TCGA-AO-A12C-01A 42 years, female, white, stage:Stage IIB, alive, 2372 days 4385.7
TCGA-BH-A1FL-01A 69 years, female, white, stage:Stage IIB, dead, 1673 days 4381.4
TCGA-E9-A1N4-01A 41 years, female, white, stage:Stage IIIA, alive, 1000 days 4367.6
TCGA-BH-A28O-01A 50 years, female, white, stage:Stage IIIC, alive, 1120 days 4354.8
TCGA-AC-A23E-01A 50 years, female, white, stage:Stage IIB, alive, 698 days 4353.2
TCGA-D8-A1Y3-01A 61 years, female, white, stage:Stage IIIA, alive, 430 days 4345.1
TCGA-BH-A0BG-01A 73 years, female, white, stage:Stage I, alive, 1871 days 4312.7
TCGA-A2-A259-01A 70 years, female, black or african american, stage:Stage I, alive, 1596 days 4304.8
TCGA-AR-A5QP-01A 54 years, female, white, stage:Stage IIB, alive, 1185 days 4297.2
TCGA-A2-A04T-01A 62 years, female, white, stage:Stage IIA, alive, 2246 days 4296.9
TCGA-A2-A25A-01A 44 years, female, white, stage:Stage IIA, alive, 3276 days 4293.2
TCGA-A2-A0ES-01A 52 years, female, white, stage:Stage IIA, alive, 2190 days 4292.8
TCGA-AC-A4ZE-01A 63 years, female, white, stage:Stage IIB, alive, 890 days 4287.2
TCGA-BH-A0BM-01A 54 years, female, white, stage:Stage IIB, alive, 1876 days 4271.2
TCGA-E9-A1N8-01A 48 years, female, white, stage:Stage IIA, alive, 1039 days 4252.7
TCGA-A2-A0CV-01A 41 years, female, asian, stage:Stage IIB, alive, 3011 days 4247.6
TCGA-E9-A228-01A 58 years, female, white, stage:Stage IIB, alive, 1285 days 4244.3
TCGA-AR-A2LJ-01A 40 years, female, white, stage:Stage IIIA, alive, 2632 days 4229.4
TCGA-AR-A2LO-01A 46 years, female, white, stage:Stage IIB, alive, 1198 days 4227.7
TCGA-AR-A1AL-01A 60 years, female, white, stage:Stage IIIA, alive, 2971 days 4221.6
TCGA-A2-A0CP-01A 60 years, female, white, stage:Stage IA, alive, 2813 days 4216.5
TCGA-A2-A0D3-01A 42 years, female, white, stage:Stage IA, alive, 1873 days 4210.7
TCGA-B6-A0RU-01A 40 years, female, white, stage:Stage IA, alive, 8605 days 4198.1
TCGA-D8-A1JN-01A 80 years, female, white, stage:Stage IIIC, alive, 620 days 4193.6
TCGA-BH-A1ES-01A 35 years, female, white, stage:Stage IIB, dead, 3462 days 4188.5
TCGA-AN-A0AS-01A 70 years, female, white, stage:Stage IIIA, alive, 10 days 4183.0
TCGA-AN-A0FW-01A 67 years, female, white, stage:Stage IIIA, alive, 11 days 4163.5
TCGA-B6-A0IP-01A 74 years, female, white, stage:Stage IA, dead, 3926 days 4161.4
TCGA-BH-A0DV-01A 54 years, female, white, stage:Stage IIIA, alive, 2064 days 4160.5
TCGA-AO-A0JF-01A 68 years, female, white, stage:Stage IIA, alive, 1980 days 4149.9
TCGA-A8-A0A4-01A 73 years, female, stage:Stage IIA, alive, 396 days 4133.2
TCGA-BH-A0EI-01A 51 years, female, white, stage:Stage IIA, alive, 1926 days 4131.7
TCGA-AN-A04A-01A 36 years, female, white, stage:Stage IIIA, alive, 90 days 4130.6
TCGA-BH-A0EA-01A 72 years, female, white, stage:Stage IIA, dead, 991 days 4095.3
TCGA-V7-A7HQ-01A 75 years, female, black or african american, stage:Stage IIIA, alive, 2033 days 4086.5
TCGA-BH-A0DT-01A 41 years, female, white, stage:Stage IIA, alive, 2403 days 4074.5
TCGA-D8-A1JU-01A 51 years, female, white, stage:Stage IA, alive, 447 days 4051.2
TCGA-A2-A0CR-01A 54 years, female, asian, stage:Stage IIB, alive, 3283 days 4021.5
TCGA-AO-A126-01A 39 years, female, asian, stage:Stage IIA, alive, 3307 days 4003.2
TCGA-AO-A0JJ-01A 54 years, female, white, stage:Stage IIB, alive, 1887 days 4002.2
TCGA-D8-A27V-01A 62 years, female, white, stage:Stage IIA, alive, 381 days 3999.4
TCGA-AO-A124-01A 38 years, female, white, stage:Stage IIA, alive, 3506 days 3998.3
TCGA-D8-A1X8-01A 62 years, female, white, stage:Stage IIIA, alive, 783 days 3993.7
TCGA-BH-A0DZ-01A 43 years, female, white, stage:Stage IIB, alive, 495 days 3993.3
TCGA-W8-A86G-01A 66 years, female, white, stage:Stage IIA, alive, 347 days 3988.4
TCGA-OL-A6VR-01A 48 years, female, black or african american, stage:Stage IA, alive, 1220 days 3988.4
TCGA-A2-A0T6-01A 50 years, female, white, stage:Stage IIB, alive, 575 days 3986.8
TCGA-BH-A0E0-01A 38 years, female, white, stage:Stage IIIC, alive, 134 days 3976.6
TCGA-5L-AAT0-01A 42 years, female, white, stage:Stage IIA, alive, 1477 days 3973.6
TCGA-AC-A2FG-01A 79 years, female, white, stage:Stage IIB, alive, 1853 days 3970.8
TCGA-BH-A42U-01A 80 years, female, black or african american, stage:Stage IIA, alive, 3364 days 3970.3
TCGA-AO-A1KP-01A 77 years, female, white, stage:Stage IIA, alive, 2953 days 3961.9
TCGA-A8-A093-01A 61 years, female, stage:Stage IIA, alive, 546 days 3948.8
TCGA-A2-A4RY-01A 46 years, female, white, stage:Stage IIIC, alive, 648 days 3947.9
TCGA-BH-A0W4-01A 46 years, female, white, stage:Stage IIA, alive, 759 days 3932.9
TCGA-HN-A2OB-01A 45 years, female, stage:Stage IIB, dead, 1900 days 3918.0
TCGA-BH-A18V-01A 48 years, female, white, stage:Stage IIB, dead, 1556 days 3911.9
TCGA-EW-A1PG-01A 53 years, female, white, stage:Stage IIB, alive, 1051 days 3911.4
TCGA-E2-A154-01A 68 years, female, white, stage:Stage I, alive, 591 days 3908.0
TCGA-A8-A086-01A 59 years, female, stage:Stage IIA, alive, 396 days 3907.0
TCGA-AR-A24W-01A 55 years, female, white, stage:Stage IIB, alive, 1550 days 3906.5
TCGA-BH-A0B4-01A 65 years, male, white, stage:Stage IIIA, alive, 1191 days 3905.7
TCGA-AN-A0XO-01A 59 years, female, white, stage:Stage IIIA, alive, 375 days 3902.1
TCGA-A8-A095-01A 45 years, female, stage:Stage I, alive, 1277 days 3900.7
TCGA-D8-A1X6-01A 80 years, female, white, stage:Stage IIIA, alive, 541 days 3898.9
TCGA-D8-A1Y1-01A 80 years, female, white, stage:Stage IIIA, dead, 302 days 3895.0
TCGA-5L-AAT1-01A 63 years, female, white, stage:Stage IV, alive, 1471 days 3886.4
TCGA-LD-A74U-01A 79 years, female, white, stage:Stage IIIC, alive, 402 days 3882.0
TCGA-E2-A14V-01A 53 years, female, white, stage:Stage IIB, alive, 1042 days 3878.1
TCGA-A8-A09Q-01A 83 years, female, stage:Stage IIIB, alive, 761 days 3874.9
TCGA-D8-A1XS-01A 48 years, male, white, stage:Stage IIIC, alive, 496 days 3873.1
TCGA-BH-A1FB-01A 60 years, female, white, stage:Stage IIB, dead, 3669 days 3871.9
TCGA-BH-A0E2-01A 49 years, female, black or african american, stage:Stage IIIA, alive, 435 days 3870.1
TCGA-LL-A6FQ-01A 77 years, female, black or african american, stage:Stage IIIA, alive, 80 days 3861.6
TCGA-A2-A0EO-01A 54 years, female, white, stage:Stage IA, alive, 2442 days 3857.0
TCGA-A7-A26E-01A 71 years, female, white, stage:Stage IIIA, alive, 954 days 3856.4
TCGA-E2-A14U-01A 74 years, female, white, stage:Stage I, alive, 1318 days 3854.5
TCGA-A7-A3IZ-01A 62 years, female, white, stage:Stage IIA, alive, 322 days 3851.5
TCGA-E9-A2JT-01A 63 years, female, white, stage:Stage IIA, alive, 288 days 3830.8
TCGA-A2-A0T0-01A 59 years, female, white, stage:Stage IIB, alive, 533 days 3824.9
TCGA-E2-A1B1-01A 45 years, female, white, stage:Stage IIB, alive, 2653 days 3820.3
TCGA-BH-A0HW-01A 62 years, female, asian, stage:Stage IA, alive, 1561 days 3818.4
TCGA-E9-A1RE-01A 74 years, female, white, stage:Stage IIIA, alive, 1419 days 3817.9
TCGA-GM-A2DM-01A 57 years, female, white, stage:Stage IIA, alive, 3226 days 3808.0
TCGA-AR-A1AS-01A 54 years, female, asian, stage:Stage IIB, alive, 1150 days 3807.2
TCGA-C8-A3M7-01A 60 years, female, asian, stage:Stage IIIB, dead, 1034 days 3806.8
TCGA-E2-A156-01A 61 years, female, white, stage:Stage I, alive, 726 days 3791.7
TCGA-A7-A3IY-01A 71 years, female, white, stage:Stage I, alive, 345 days 3791.4
TCGA-AN-A03Y-01A 66 years, female, white, stage:Stage IIA, alive, 10 days 3786.8
TCGA-A8-A09T-01A 68 years, female, stage:'--, alive, 579 days 3785.2
TCGA-GM-A5PV-01A 63 years, female, white, stage:Stage IIB, alive, 412 days 3770.4
TCGA-A7-A426-01A 50 years, female, white, stage:Stage IIIC, alive, 364 days 3768.9
TCGA-AR-A2LN-01A 65 years, female, white, stage:Stage IIA, alive, 1161 days 3768.4
TCGA-E2-A15L-01A 65 years, female, black or african american, stage:Stage IIA, alive, 626 days 3765.4
TCGA-A8-A09W-01A 70 years, female, stage:Stage IIIB, alive, 30 days 3759.9
TCGA-E2-A15E-01A 40 years, female, white, stage:Stage IIA, alive, 630 days 3748.0
TCGA-A2-A0T3-01A 37 years, female, white, stage:Stage IB, alive, 1516 days 3738.6
TCGA-AR-A1AR-01A 50 years, female, white, stage:Stage IIIA, dead, 524 days 3734.6
TCGA-AC-A6NO-01A 43 years, female, black or african american, stage:Stage IIB, alive, 51 days 3734.2
TCGA-E9-A1RA-01A 48 years, female, white, stage:Stage IA, alive, 1369 days 3733.3
TCGA-BH-A0H9-01A 69 years, female, white, stage:Stage IIA, alive, 1247 days 3731.7
TCGA-E9-A5FK-01A 60 years, female, white, stage:Stage IIIC, alive, 812 days 3722.4
TCGA-B6-A0IE-01A 38 years, female, black or african american, stage:Stage IIIA, dead, 1993 days 3715.8
TCGA-AO-A0JD-01A 59 years, female, white, stage:Stage IIIA, alive, 2190 days 3700.5
TCGA-A8-A09V-01A 51 years, female, stage:Stage IIA, alive, 457 days 3693.6
TCGA-BH-A203-01A 78 years, female, white, stage:Stage IIB, dead, 1174 days 3691.4
TCGA-AC-A8OR-01A 75 years, female, white, stage:Stage IA, alive, 40 days 3678.6
TCGA-XX-A899-01A 46 years, female, white, stage:Stage IIIA, alive, 467 days 3678.3
TCGA-BH-AB28-01A 53 years, female, white, stage:Stage IIIA, alive, 287 days 3677.4
TCGA-A8-A08C-01A 65 years, female, stage:Stage IIA, alive, 881 days 3660.7
TCGA-C8-A12Z-01A 45 years, female, asian, stage:Stage IIB, alive, 382 days 3658.8
TCGA-E2-A1IN-01A 60 years, female, white, stage:Stage I, alive, 675 days 3645.4
TCGA-EW-A1P1-01A 68 years, female, white, stage:Stage IIIC, alive, 1210 days 3639.8
TCGA-AR-A2LM-01A 49 years, female, white, stage:Stage II, alive, 1935 days 3636.8
TCGA-AN-A0AR-01A 55 years, female, white, stage:Stage IIA, alive, 10 days 3636.6
TCGA-D8-A1XZ-01A 81 years, female, white, stage:Stage IIIA, alive, 466 days 3625.6
TCGA-E9-A1QZ-01A 61 years, female, white, stage:Stage IIA, alive, 755 days 3623.7
TCGA-BH-A0AY-01A 62 years, female, white, stage:Stage IIA, alive, 777 days 3620.9
TCGA-AR-A24P-01A 47 years, female, white, stage:Stage I, alive, 84 days 3606.2
TCGA-AC-A2FK-01A 45 years, female, white, stage:Stage IIIC, alive, 2650 days 3602.5
TCGA-OL-A5DA-01A 61 years, female, white, stage:Stage IIA, alive, 1783 days 3589.9
TCGA-A7-A0CD-01A 66 years, female, white, stage:Stage I, alive, 1165 days 3587.5
TCGA-E2-A14Z-01A 64 years, female, white, stage:Stage I, dead, 563 days 3581.4
TCGA-E2-A15D-01A 47 years, female, white, stage:Stage IIA, alive, 526 days 3580.8
TCGA-A2-A0T4-01A 62 years, female, white, stage:Stage IIA, alive, 624 days 3575.8
TCGA-LL-A50Y-01A 84 years, female, white, stage:Stage IIA, alive, 762 days 3566.6
TCGA-AO-A03L-01A 34 years, female, asian, stage:Stage IIIA, alive, 2442 days 3561.7
TCGA-AQ-A1H3-01A 49 years, female, white, stage:Stage IIIC, alive, 989 days 3553.6
TCGA-A2-A1G4-01A 71 years, female, white, stage:Stage IIIA, alive, 595 days 3551.3
TCGA-A2-A0EW-01A 53 years, female, white, stage:Stage IIIC, dead, 1884 days 3550.7
TCGA-BH-A1FE-01A 31 years, female, white, stage:Stage IIB, dead, 2273 days 3550.4
TCGA-D8-A27R-01A 41 years, female, white, stage:Stage IIIC, alive, 307 days 3548.5
TCGA-OL-A5RY-01A 52 years, female, black or african american, stage:Stage IIA, alive, 752 days 3548.1
TCGA-BH-A0AW-01A 56 years, female, white, stage:Stage IIA, alive, 622 days 3536.8
TCGA-S3-A6ZG-01A 71 years, female, black or african american, stage:Stage IIB, alive, 562 days 3535.8
TCGA-E9-A1R0-01A 58 years, female, white, stage:Stage IIA, alive, 860 days 3527.6
TCGA-GM-A3XN-01A 44 years, female, white, stage:Stage IIIA, alive, 2019 days 3522.4
TCGA-E2-A15I-01A 44 years, female, white, stage:Stage IIA, alive, 1692 days 3520.7
TCGA-A8-A09X-01A 62 years, female, stage:Stage IIIC, dead, 426 days 3518.0
TCGA-AC-A2FB-01A 65 years, female, white, stage:Stage IIA, alive, 1234 days 3511.5
TCGA-AC-A3YI-01A 74 years, female, white, stage:Stage IIIC, alive, 707 days 3492.7
TCGA-AO-A03P-01A 54 years, female, black or african american, stage:Stage IIB, dead, 2911 days 3491.8
TCGA-A8-A08Z-01A 76 years, female, stage:'--, alive, 1217 days 3489.8
TCGA-B6-A0IG-01A 50 years, female, white, stage:Stage IIB, dead, 4456 days 3487.4
TCGA-A2-A0YM-01A 67 years, female, white, stage:Stage IIA, alive, 965 days 3486.8
TCGA-D8-A73X-01A 53 years, female, white, stage:Stage IIA, alive, 767 days 3480.1
TCGA-A8-A079-01A 69 years, female, stage:Stage IIIB, alive, 274 days 3476.2
TCGA-D8-A4Z1-01A 68 years, female, white, stage:Stage IA, alive, 659 days 3474.1
TCGA-B6-A0IH-01A 81 years, female, white, stage:Stage IIIA, dead, 2965 days 3467.7
TCGA-AC-A3YJ-01A 66 years, female, white, stage:Stage IIA, alive, 754 days 3467.5
TCGA-OL-A5RZ-01A 57 years, female, black or african american, stage:Stage IA, alive, 679 days 3467.3
TCGA-OL-A66L-01A 71 years, female, black or african american, stage:Stage IA, alive, 1301 days 3460.9
TCGA-D8-A1Y0-01A 65 years, female, white, stage:Stage IIIA, alive, 472 days 3458.9
TCGA-AR-A0TS-01A 46 years, female, white, stage:Stage IIB, alive, 2558 days 3458.7
TCGA-OL-A66K-01A 72 years, female, white, stage:Stage IIA, dead, 1275 days 3455.9
TCGA-BH-A0W5-01A 77 years, female, white, stage:Stage IIA, alive, 1288 days 3455.1
TCGA-E2-A1L6-01A 44 years, female, white, stage:Stage IIA, alive, 1648 days 3449.3
TCGA-AR-A24S-01A 61 years, female, white, stage:Stage I, alive, 2976 days 3447.9
TCGA-A2-A0YK-01A 61 years, female, white, stage:Stage IIA, alive, 588 days 3447.3
TCGA-E2-A1IH-01A 80 years, female, white, stage:Stage I, alive, 1026 days 3445.3
TCGA-WT-AB41-01A 55 years, female, black or african american, stage:Stage IIB, alive, 1611 days 3440.4
TCGA-A2-A1G0-01A 49 years, female, white, stage:Stage IIB, alive, 616 days 3437.3
TCGA-AR-A2LK-01A 62 years, female, white, stage:Stage III, dead, 1649 days 3434.0
TCGA-C8-A135-01A 64 years, female, asian, stage:Stage IIB, alive, 393 days 3432.2
TCGA-C8-A1HO-01A 34 years, female, asian, stage:Stage IIIC, alive, 375 days 3427.0
TCGA-D8-A145-01A 80 years, female, white, stage:Stage IIA, alive, 410 days 3422.1
TCGA-OL-A97C-01A 67 years, female, black or african american, stage:Stage IIB, alive, 271 days 3417.7
TCGA-E2-A15G-01A 76 years, female, white, stage:Stage IIA, alive, 554 days 3404.2
TCGA-AN-A0FD-01A 71 years, female, white, stage:Stage IIA, alive, 196 days 3402.8
TCGA-BH-A0H5-01A 45 years, female, white, stage:Stage I, alive, 1620 days 3402.0
TCGA-AN-A0AK-01A 76 years, female, white, stage:Stage IIA, alive, 224 days 3401.7
TCGA-EW-A1J2-01A 50 years, female, black or african american, stage:'--, alive, 403 days 3400.4
TCGA-BH-A8FZ-01A 58 years, female, white, stage:Stage IA, alive, 574 days 3400.0
TCGA-AO-A12A-01A 47 years, female, white, stage:Stage IIA, alive, 3112 days 3394.7
TCGA-BH-A0W7-01A 49 years, female, white, stage:Stage I, alive, 1363 days 3390.2
TCGA-C8-A137-01A 34 years, female, asian, stage:Stage IIB, alive, 379 days 3381.2
TCGA-BH-A0BJ-01A 41 years, female, white, stage:Stage IIB, alive, 660 days 3380.7
TCGA-D8-A3Z5-01A 54 years, female, white, stage:Stage IIIC, alive, 1015 days 3378.8
TCGA-BH-A8G0-01A 54 years, female, white, stage:Stage IIB, alive, 662 days 3378.6
TCGA-A8-A0A6-01A 64 years, female, stage:Stage IIIC, alive, 640 days 3376.6
TCGA-OL-A5RV-01A 43 years, female, black or african american, stage:Stage IIIC, alive, 1062 days 3372.7
TCGA-E2-A572-01A 72 years, female, black or african american, stage:Stage IIIA, alive, 1208 days 3369.3
TCGA-B6-A0I5-01A 49 years, female, white, stage:Stage IIB, alive, 8556 days 3368.2
TCGA-E2-A10F-01A 47 years, female, white, stage:Stage IIA, alive, 878 days 3367.5
TCGA-AC-A2FO-01A 65 years, female, white, stage:Stage IIB, alive, 2255 days 3361.0
TCGA-BH-A1EU-01A 83 years, female, white, stage:Stage I, dead, 1286 days 3355.0
TCGA-4H-AAAK-01A 50 years, female, white, stage:Stage IIIA, alive, 348 days 3351.6
TCGA-BH-A18M-01A 39 years, female, white, stage:Stage IIIA, dead, 2207 days 3343.4
TCGA-D8-A27P-01A 64 years, female, white, stage:Stage IA, alive, 49 days 3340.1
TCGA-A2-A0EP-01A 56 years, female, white, stage:Stage I, alive, 3603 days 3338.5
TCGA-E2-A15O-01A 89 years, female, black or african american, stage:Stage I, alive, 289 days 3326.7
TCGA-B6-A0RM-01A 57 years, female, black or african american, stage:Stage X, dead, 2373 days 3322.5
TCGA-OL-A5S0-01A 66 years, female, black or african american, stage:Stage IIB, alive, 620 days 3322.0
TCGA-EW-A1P4-01A 43 years, female, white, stage:Stage IIA, alive, 907 days 3315.7
TCGA-E2-A105-01A 79 years, female, white, stage:Stage IIA, alive, 1308 days 3315.2
TCGA-A7-A13E-01A 62 years, female, white, stage:Stage IIB, dead, 614 days 3314.6
TCGA-B6-A0RP-01A 73 years, female, white, stage:'--, dead, 3126 days 3307.3
TCGA-D8-A1JD-01A 41 years, female, white, stage:Stage IIB, alive, 552 days 3295.3
TCGA-AO-A0J8-01A 61 years, female, white, stage:Stage IIA, alive, 680 days 3293.8
TCGA-JL-A3YX-01A 46 years, female, asian, stage:Stage IIA, alive, 352 days 3288.6
TCGA-AO-A0J3-01A 67 years, female, white, stage:Stage IIB, alive, 651 days 3286.4
TCGA-AC-A2QJ-01A 48 years, female, white, stage:Stage IIIB, dead, 446 days 3285.2
TCGA-EW-A1OV-01A 56 years, female, white, stage:Stage IIB, alive, 789 days 3284.4
TCGA-A8-A0A9-01A 80 years, female, stage:Stage IIA, alive, 822 days 3283.4
TCGA-D8-A1XO-01A 56 years, female, white, stage:Stage IIB, alive, 1682 days 3278.8
TCGA-E9-A1NA-01A 58 years, female, white, stage:Stage IIA, alive, 1112 days 3261.3
TCGA-BH-A0BO-01A 54 years, female, white, stage:Stage I, alive, 2197 days 3258.5
TCGA-B6-A409-01A 44 years, female, black or african american, stage:Stage IIIA, dead, 573 days 3257.8
TCGA-BH-A18N-01A 88 years, female, white, stage:Stage IIA, dead, 468 days 3253.8
TCGA-OK-A5Q2-01A 59 years, female, stage:Stage II, alive, 64 days 3248.3
TCGA-A2-A0D0-01A 60 years, female, black or african american, stage:Stage IIA, alive, 2048 days 3223.4
TCGA-E2-A3DX-01A 43 years, female, white, stage:Stage IIIC, alive, 1325 days 3221.9
TCGA-BH-A42T-01A 75 years, female, black or african american, stage:Stage IIA, dead, 320 days 3219.0
TCGA-C8-A12N-01A 58 years, female, asian, stage:Stage IIA, alive, 358 days 3217.3
TCGA-AC-A2B8-01A 84 years, female, white, stage:Stage IIB, alive, 677 days 3216.5
TCGA-AC-A3TN-01A 75 years, female, white, stage:Stage IIB, alive, 456 days 3215.0
TCGA-AN-A03X-01A 74 years, female, white, stage:Stage IIA, alive, 10 days 3214.7
TCGA-D8-A27I-01A 58 years, female, white, stage:Stage IIIA, alive, 439 days 3213.8
TCGA-AR-A0TR-01A 68 years, female, white, stage:Stage IIB, dead, 160 days 3211.5
TCGA-E2-A14P-01A 79 years, female, white, stage:Stage IIIC, alive, 1246 days 3206.3
TCGA-D8-A1JB-01A 54 years, female, white, stage:Stage IIB, alive, 1688 days 3191.9
TCGA-E9-A227-01A 42 years, female, white, stage:Stage IIB, alive, 975 days 3189.4
TCGA-BH-A1FH-01A 47 years, female, white, stage:Stage IV, dead, 1034 days 3182.6
TCGA-E2-A1B4-01A 74 years, female, white, stage:Stage IIIA, dead, 1004 days 3182.4
TCGA-E9-A1RC-01A 56 years, female, white, stage:Stage IIIC, alive, 1224 days 3180.9
TCGA-A8-A08O-01A 45 years, female, stage:Stage IV, alive, 943 days 3168.0
TCGA-EW-A1P6-01A 64 years, female, white, stage:Stage IIB, alive, 562 days 3166.8
TCGA-AC-A2BK-01A 78 years, female, black or african american, stage:Stage IIIA, alive, 2222 days 3159.7
TCGA-AR-A2LQ-01A 59 years, female, white, stage:Stage IIB, alive, 1233 days 3150.2
TCGA-BH-A204-01A 80 years, female, white, stage:Stage IIB, dead, 2534 days 3144.4
TCGA-A8-A09N-01A 57 years, female, stage:Stage IIIC, alive, 31 days 3135.8
TCGA-EW-A1P7-01A 59 years, female, white, stage:Stage IIA, alive, 915 days 3134.3
TCGA-LL-A5YN-01A 46 years, female, black or african american, stage:Stage IIA, alive, 447 days 3130.2
TCGA-E9-A1RH-01A 63 years, female, white, stage:Stage IIA, alive, 1417 days 3128.7
TCGA-D8-A1JH-01A 56 years, female, white, stage:Stage IA, alive, 426 days 3127.8
TCGA-D8-A1Y2-01A 71 years, female, white, stage:Stage IIA, alive, 433 days 3127.7
TCGA-AQ-A04J-01A 45 years, female, white, stage:Stage IIA, alive, 819 days 3125.6
TCGA-AC-A2FE-01A 62 years, female, white, stage:Stage IIIC, dead, 2636 days 3125.3
TCGA-A2-A25F-01A 66 years, female, white, stage:Stage IIA, alive, 322 days 3119.5
TCGA-E9-A247-01A 59 years, female, white, stage:Stage IA, alive, 1186 days 3119.4
TCGA-EW-A1PH-01A 52 years, female, white, stage:Stage IIA, alive, 607 days 3119.4
TCGA-A2-A0EU-01A 79 years, female, white, stage:Stage IA, alive, 1043 days 3113.4
TCGA-AN-A0FY-01A 55 years, female, white, stage:Stage IA, alive, 10 days 3113.2
TCGA-E2-A15M-01A 66 years, female, white, stage:Stage IIA, dead, 336 days 3112.6
TCGA-AR-A1AU-01A 39 years, female, white, stage:Stage IIIA, alive, 2868 days 3112.3
TCGA-AO-A1KS-01A 69 years, female, white, stage:Stage IIA, alive, 350 days 3104.8
TCGA-D8-A143-01A 51 years, female, white, stage:Stage IIA, alive, 431 days 3103.7
TCGA-BH-A0HU-01A 52 years, female, white, stage:Stage IA, alive, 392 days 3099.3
TCGA-AN-A0FN-01A 61 years, female, white, stage:Stage IA, alive, 218 days 3098.6
TCGA-BH-A0HO-01A 48 years, female, white, stage:Stage IIA, alive, 76 days 3096.5
TCGA-A2-A04N-01A 66 years, female, white, stage:Stage IA, alive, 4354 days 3096.2
TCGA-AR-A24O-01A 43 years, female, white, stage:Stage IIIA, alive, 3607 days 3096.1
TCGA-BH-A18P-01A 60 years, female, white, stage:Stage I, dead, 921 days 3093.8
TCGA-AR-A254-01A 50 years, female, white, stage:Stage IIIA, alive, 2605 days 3092.4
TCGA-BH-A0E1-01A 52 years, female, white, stage:Stage IIB, alive, 477 days 3087.9
TCGA-B6-A3ZX-01A 50 years, female, black or african american, stage:Stage IV, dead, 1152 days 3086.0
TCGA-AR-A24M-01A 38 years, female, white, stage:Stage IIIA, alive, 3660 days 3085.6
TCGA-AC-A23G-01A 76 years, female, white, stage:Stage IIA, alive, 2248 days 3083.0
TCGA-BH-A1FC-01A 78 years, female, black or african american, stage:Stage IIA, dead, 3472 days 3081.9
TCGA-D8-A1XB-01A 62 years, female, white, stage:Stage IIB, alive, 552 days 3077.2
TCGA-D8-A1XJ-01A 76 years, female, white, stage:Stage IIIA, alive, 664 days 3076.5
TCGA-EW-A1IY-01A 38 years, female, asian, stage:Stage I, alive, 258 days 3074.2
TCGA-A2-A0EQ-01A 64 years, female, black or african american, stage:Stage IIA, alive, 2426 days 3072.8
TCGA-AO-A0J5-01A 48 years, female, white, stage:Stage IV, dead, 792 days 3071.6
TCGA-A2-A0ET-01A 58 years, female, white, stage:Stage IIIA, alive, 1066 days 3070.8
TCGA-GM-A2DL-01A 50 years, female, white, stage:Stage I, alive, 3519 days 3069.0
TCGA-A8-A06P-01A 63 years, female, stage:Stage IIIA, alive, 396 days 3054.7
TCGA-EW-A1J3-01A 61 years, female, white, stage:Stage IA, alive, 504 days 3053.7
TCGA-XX-A89A-01A 68 years, female, white, stage:Stage IIB, alive, 488 days 3051.7
TCGA-A2-A0ER-01A 63 years, female, white, stage:Stage IB, alive, 2263 days 3047.2
TCGA-AO-A12H-01A 69 years, female, black or african american, stage:Stage IIA, alive, 1234 days 3040.4
TCGA-E2-A2P5-01A 78 years, female, black or african american, stage:Stage IIIC, dead, 821 days 3040.2
TCGA-BH-A209-01A 77 years, female, black or african american, stage:Stage I, dead, 3959 days 3038.7
TCGA-E2-A153-01A 51 years, female, white, stage:Stage IIB, alive, 707 days 3037.7
TCGA-B6-A0I2-01A 45 years, female, white, stage:Stage IA, alive, 4361 days 3037.6
TCGA-GM-A2DI-01A 52 years, female, white, stage:Stage I, alive, 2590 days 3031.2
TCGA-E2-A1IU-01A 60 years, female, white, stage:Stage IA, alive, 337 days 3028.1
TCGA-B6-A0IA-01A 51 years, female, white, stage:Stage IIA, alive, 8391 days 3020.9
TCGA-BH-A201-01A 64 years, female, white, stage:Stage IA, alive, 856 days 3018.5
TCGA-D8-A27G-01A 75 years, female, white, stage:Stage IIA, alive, 409 days 3011.6
TCGA-A7-A0CH-01A 79 years, female, white, stage:Stage IIA, alive, 1079 days 3008.8
TCGA-E2-A1BC-01A 63 years, female, stage:Stage IA, alive, 501 days 3005.3
TCGA-LD-A7W6-01A 54 years, female, white, stage:Stage IIB, alive, 404 days 3000.5
TCGA-MS-A51U-01A 44 years, female, white, stage:Stage IIB, alive, 681 days 2998.6
TCGA-AO-A0JI-01A 56 years, female, white, stage:Stage IIA, alive, 1528 days 2998.5
TCGA-BH-A0B8-01A 64 years, female, white, stage:Stage I, alive, 1569 days 2993.9
TCGA-BH-A18G-01A 81 years, female, white, stage:Stage IA, alive, 149 days 2982.3
TCGA-LL-A5YO-01A 50 years, female, black or african american, stage:Stage IA, alive, 440 days 2981.2
TCGA-LD-A9QF-01A 73 years, female, black or african american, stage:Stage IA, alive, 323 days 2980.1
TCGA-A2-A3KC-01A 55 years, female, black or african american, stage:Stage IIB, alive, 1102 days 2980.0
TCGA-AN-A049-01A 62 years, female, white, stage:Stage IIA, alive, 19 days 2969.0
TCGA-AC-A62V-01A 58 years, male, black or african american, stage:Stage IV, dead, 348 days 2964.2
TCGA-AC-A3W7-01A 66 years, female, white, stage:Stage IIB, alive, 471 days 2961.8
TCGA-BH-A1EO-01A 68 years, female, white, stage:Stage IIA, dead, 2798 days 2957.7
TCGA-AR-A24H-01A 65 years, female, white, stage:Stage IIA, alive, 4894 days 2952.8
TCGA-E9-A22G-01A 47 years, female, white, stage:Stage IIA, alive, 1239 days 2952.2
TCGA-OL-A6VQ-01A 49 years, female, white, stage:Stage IIA, alive, 600 days 2950.1
TCGA-AN-A0FJ-01A 59 years, female, white, stage:Stage IV, alive, 242 days 2947.6
TCGA-A2-A0CQ-01A 62 years, female, black or african american, stage:Stage IA, alive, 2695 days 2937.8
TCGA-D8-A27W-01A 55 years, female, white, stage:Stage IIIB, alive, 373 days 2934.6
TCGA-D8-A1XF-01A 45 years, female, white, stage:Stage IIA, alive, 463 days 2924.4
TCGA-AO-A0JM-01A 40 years, female, stage:Stage IIB, alive, 2184 days 2916.4
TCGA-BH-A0AV-01A 52 years, female, black or african american, stage:Stage I, alive, 1820 days 2914.3
TCGA-E9-A1RI-01A 43 years, female, white, stage:Stage IIIA, alive, 1449 days 2913.2
TCGA-D8-A141-01A 40 years, female, white, stage:'--, alive, 626 days 2908.3
TCGA-AR-A2LL-01A 70 years, female, white, stage:Stage IIB, alive, 2012 days 2907.1
TCGA-A8-A0A1-01A 84 years, female, stage:Stage IIA, alive, 365 days 2897.9
TCGA-BH-A0DD-01A 58 years, male, white, stage:Stage IIB, alive, 2486 days 2895.3
TCGA-B6-A0RO-01A 71 years, female, white, stage:Stage IIIB, alive, 4929 days 2894.6
TCGA-OL-A66J-01A 80 years, female, white, stage:Stage I, alive, 1996 days 2894.5
TCGA-A2-A0ST-01A 62 years, female, white, stage:Stage IIA, alive, 3017 days 2894.4
TCGA-D8-A27L-01A 49 years, female, white, stage:Stage IIIA, alive, 499 days 2894.4
TCGA-A8-A08A-01A 89 years, female, stage:Stage I, alive, 30 days 2893.6
TCGA-EW-A1IX-01A 48 years, female, asian, stage:Stage IIA, alive, 1208 days 2891.2
TCGA-E9-A1R5-01A 63 years, female, white, stage:Stage IA, alive, 92 days 2889.2
TCGA-AQ-A0Y5-01A 70 years, female, white, stage:Stage IIIA, dead, 172 days 2888.2
TCGA-D8-A1XW-01A 53 years, female, white, stage:Stage IIA, alive, 1309 days 2886.0
TCGA-BH-A1ET-01A 55 years, female, white, stage:Stage I, dead, 2520 days 2884.4
TCGA-BH-A0EB-01A 69 years, female, white, stage:Stage IA, alive, 745 days 2884.1
TCGA-A7-A0DC-01A 63 years, female, white, stage:Stage IA, alive, 906 days 2875.7
TCGA-E2-A152-01A 56 years, female, white, stage:Stage I, alive, 2128 days 2867.5
TCGA-A8-A07J-01A 35 years, female, stage:Stage IIB, alive, 365 days 2866.4
TCGA-B6-A0X4-01A 62 years, female, white, stage:Stage IIB, dead, 860 days 2864.2
TCGA-GM-A2DN-01A 58 years, female, white, stage:Stage IIA, alive, 3091 days 2859.6
TCGA-E9-A1R7-01A 64 years, female, white, stage:Stage IIA, alive, 1467 days 2859.6
TCGA-EW-A1OZ-01A 56 years, female, black or african american, stage:Stage IIA, alive, 1229 days 2857.2
TCGA-A2-A1FX-01A 61 years, female, white, stage:Stage IIIA, alive, 1847 days 2854.1
TCGA-E9-A243-01A 52 years, female, white, stage:Stage IIA, alive, 612 days 2853.0
TCGA-A8-A0A2-01A 66 years, female, stage:Stage IIA, alive, 579 days 2850.6
TCGA-AO-A0JG-01A 49 years, female, white, stage:Stage IIIA, alive, 798 days 2847.3
TCGA-AN-A0AT-01A 62 years, female, white, stage:Stage IIA, alive, 10 days 2846.7
TCGA-E2-A570-01A 47 years, female, black or african american, stage:Stage IB, alive, 931 days 2843.7
TCGA-A2-A0YI-01A 62 years, female, white, stage:Stage I, alive, 1505 days 2842.1
TCGA-AR-A1AM-01A 52 years, female, white, stage:Stage IIIA, alive, 2991 days 2838.4
TCGA-A7-A2KD-01A 53 years, female, black or african american, stage:Stage IIIA, alive, 679 days 2838.3
TCGA-BH-A18F-01A 50 years, female, white, stage:Stage IIA, alive, 1001 days 2837.4
TCGA-BH-A0B7-01A 42 years, female, white, stage:Stage IIB, alive, 2559 days 2834.8
TCGA-OL-A66H-01A 74 years, female, black or african american, stage:Stage IB, alive, 812 days 2829.5
TCGA-GM-A2DO-01A 54 years, female, black or african american, stage:Stage I, alive, 2596 days 2829.3
TCGA-B6-A0WY-01A 40 years, female, white, stage:Stage IIIA, dead, 3461 days 2826.5
TCGA-A2-A1FW-01A 62 years, female, white, stage:Stage IIIA, alive, 528 days 2824.3
TCGA-E2-A1IJ-01A 57 years, female, white, stage:Stage I, alive, 865 days 2820.9
TCGA-E2-A14Y-01A 35 years, female, white, stage:Stage IIA, alive, 2109 days 2817.8
TCGA-A8-A0AD-01A 83 years, female, stage:Stage I, alive, 1157 days 2817.6
TCGA-B6-A0IQ-01A 40 years, female, white, stage:Stage IIIA, alive, 4285 days 2816.3
TCGA-E9-A1NG-01A 62 years, female, white, stage:Stage IIA, dead, 786 days 2809.7
TCGA-BH-A0HI-01A 78 years, female, white, stage:Stage IA, alive, 620 days 2808.6
TCGA-A2-A0D2-01A 45 years, female, white, stage:Stage IIA, alive, 1027 days 2806.1
TCGA-B6-A402-01A 47 years, female, black or african american, stage:Stage I, alive, 2281 days 2805.4
TCGA-AC-A3BB-01A 46 years, female, black or african american, stage:Stage IIIA, alive, 987 days 2804.0
TCGA-LL-A73Z-01A 55 years, female, black or african american, stage:Stage IV, dead, 227 days 2803.7
TCGA-S3-AA11-01A 67 years, female, black or african american, stage:Stage IIA, alive, 421 days 2792.5
TCGA-A8-A091-01A 61 years, female, stage:Stage IIA, alive, 1004 days 2788.1
TCGA-BH-A0HQ-01A 56 years, female, white, stage:Stage IIA, alive, 1121 days 2784.0
TCGA-C8-A1HI-01A 40 years, female, asian, stage:Stage IIIA, alive, 343 days 2783.3
TCGA-AR-A5QQ-01A 68 years, female, white, stage:Stage IIIA, dead, 322 days 2782.9
TCGA-EW-A1PD-01A 61 years, male, white, stage:Stage IIA, alive, 424 days 2778.3
TCGA-AR-A1AT-01A 62 years, female, white, stage:Stage IIA, dead, 1272 days 2776.2
TCGA-A7-A26G-01A 50 years, female, black or african american, stage:Stage IIA, alive, 722 days 2771.4
TCGA-AR-A1AN-01A 46 years, female, white, stage:Stage IIA, alive, 2920 days 2768.8
TCGA-E2-A1IK-01A 71 years, female, white, stage:Stage IIA, alive, 1800 days 2768.4
TCGA-E9-A1NE-01A 28 years, female, white, stage:Stage IIB, alive, 1088 days 2762.8
TCGA-A2-A1G1-01A 85 years, female, white, stage:Stage IIB, alive, 584 days 2762.0
TCGA-D8-A1JI-01A 54 years, female, white, stage:Stage IIA, alive, 577 days 2758.7
TCGA-BH-A0B0-01A 56 years, female, black or african american, stage:Stage I, alive, 2477 days 2758.0
TCGA-D8-A1XD-01A 36 years, female, white, stage:Stage IIIA, alive, 522 days 2757.7
TCGA-AC-A6IV-01A 47 years, female, white, stage:Stage IIB, alive, 568 days 2753.3
TCGA-A2-A0CO-01A 85 years, female, white, stage:Stage IIB, dead, 1468 days 2752.8
TCGA-S3-AA14-01A 47 years, female, black or african american, stage:Stage I, alive, 529 days 2751.3
TCGA-EW-A2FW-01A 52 years, female, white, stage:Stage IIA, alive, 672 days 2751.1
TCGA-AO-A12F-01A 36 years, female, white, stage:Stage IIA, alive, 1842 days 2749.5
TCGA-E2-A1LS-01A 46 years, female, white, stage:Stage IA, alive, 1604 days 2746.7
TCGA-D8-A1XK-01A 55 years, female, white, stage:Stage IIB, alive, 441 days 2744.4
TCGA-AQ-A1H2-01A 84 years, female, white, stage:Stage IIIA, alive, 475 days 2743.6
TCGA-E2-A1IG-01A 45 years, female, white, stage:Stage IIB, alive, 2140 days 2743.0
TCGA-EW-A1P8-01A 58 years, female, white, stage:Stage IIIC, dead, 239 days 2739.7
TCGA-AR-A1AO-01A 47 years, female, white, stage:Stage IIA, alive, 2618 days 2739.7
TCGA-A7-A6VW-01A 48 years, female, black or african american, stage:Stage IIA, alive, 285 days 2735.2
TCGA-A2-A25B-01A 39 years, female, black or african american, stage:Stage IIB, alive, 1291 days 2727.9
TCGA-PE-A5DC-01A 72 years, female, white, stage:Stage IIIA, dead, 1430 days 2727.2
TCGA-E2-A1BD-01A 53 years, female, white, stage:Stage IIA, alive, 1133 days 2726.0
TCGA-D8-A27E-01A 66 years, female, white, stage:Stage IA, alive, 530 days 2725.3
TCGA-A8-A07S-01A 73 years, female, stage:Stage IIA, alive, 243 days 2724.8
TCGA-C8-A26V-01A 47 years, female, asian, stage:Stage IIIA, alive, 616 days 2724.2
TCGA-E2-A15S-01A 34 years, female, white, stage:Stage IIB, alive, 428 days 2723.1
TCGA-B6-A0RI-01A 44 years, female, white, stage:Stage IIIB, alive, 7126 days 2717.9
TCGA-BH-A0DS-01A 71 years, female, white, stage:Stage IIIA, alive, 78 days 2714.0
TCGA-B6-A1KN-01A 57 years, female, white, stage:Stage IIIB, alive, 4233 days 2713.9
TCGA-LL-A9Q3-01A 69 years, female, white, stage:Stage IIIC, alive, 532 days 2713.9
TCGA-AR-A252-01A 50 years, female, white, stage:Stage I, alive, 2838 days 2713.8
TCGA-AN-A046-01A 68 years, female, white, stage:Stage IIA, alive, 10 days 2713.8
TCGA-GM-A2D9-01A 69 years, female, white, stage:Stage I, dead, 1812 days 2713.5
TCGA-A8-A07W-01A 76 years, female, stage:Stage IV, alive, 304 days 2712.6
TCGA-BH-A0H0-01A 69 years, female, white, stage:Stage IA, alive, 461 days 2712.4
TCGA-A8-A07E-01A 81 years, female, stage:Stage X, alive, 608 days 2702.4
TCGA-LL-A440-01A 61 years, female, white, stage:Stage IA, alive, 759 days 2702.3
TCGA-AO-A0J7-01A 71 years, female, white, stage:Stage IIB, alive, 618 days 2700.8
TCGA-B6-A0IK-01A 63 years, female, white, stage:Stage IIIB, dead, 571 days 2695.2
TCGA-B6-A40C-01A 51 years, female, white, stage:Stage IIB, alive, 2164 days 2695.2
TCGA-D8-A147-01A 45 years, female, white, stage:'--, alive, 584 days 2692.6
TCGA-AN-A0XV-01A 67 years, female, white, stage:Stage IIIA, alive, 162 days 2692.5
TCGA-E9-A1R2-01A 51 years, female, white, stage:Stage IIIC, alive, 1063 days 2692.0
TCGA-A1-A0SH-01A 39 years, female, white, stage:Stage IIA, alive, 1437 days 2684.3
TCGA-BH-A18Q-01A 56 years, female, white, stage:Stage IIB, dead, 1692 days 2681.8
TCGA-D8-A1JP-01A 73 years, female, white, stage:Stage IA, alive, 639 days 2679.7
TCGA-E2-A14X-01A 55 years, female, black or african american, stage:Stage IIIA, alive, 972 days 2675.2
TCGA-AN-A0XL-01A 61 years, female, white, stage:Stage IIA, alive, 163 days 2673.2
TCGA-Z7-A8R6-01A 46 years, female, white, stage:Stage I, alive, 3256 days 2672.1
TCGA-E2-A15C-01A 61 years, female, white, stage:Stage I, alive, 694 days 2670.5
TCGA-AO-A0J9-01A 61 years, female, white, stage:Stage IIIC, alive, 1613 days 2667.7
TCGA-AC-A2QI-01A 76 years, female, white, stage:Stage IIIA, alive, 588 days 2667.6
TCGA-S3-AA12-01A 82 years, female, black or african american, stage:Stage IIIA, alive, 574 days 2666.6
TCGA-E9-A1NH-01A 71 years, female, white, stage:Stage IIB, alive, 576 days 2655.8
TCGA-LL-A5YM-01A 88 years, female, black or african american, stage:Stage IIIB, alive, 394 days 2655.3
TCGA-A7-A26H-01A 72 years, female, white, stage:Stage IIA, alive, 724 days 2652.4
TCGA-D8-A1JS-01A 77 years, female, white, stage:Stage IA, alive, 371 days 2645.6
TCGA-A8-A0A7-01A 57 years, female, stage:Stage IIB, alive, 30 days 2643.3
TCGA-BH-A202-01A 60 years, female, white, stage:Stage II, alive, 795 days 2639.5
TCGA-C8-A12Y-01A 44 years, female, asian, stage:Stage IIB, alive, 1476 days 2637.7
TCGA-GM-A3NW-01A 63 years, female, white, stage:Stage IIA, alive, 3361 days 2635.9
TCGA-E2-A1LI-01A 57 years, female, white, stage:Stage IIB, alive, 3121 days 2635.7
TCGA-AR-A2LH-01A 55 years, female, white, stage:Stage III, dead, 616 days 2634.9
TCGA-C8-A27A-01A 48 years, female, asian, stage:Stage IIB, alive, 747 days 2630.3
TCGA-BH-A1FR-01A 73 years, female, white, stage:Stage IIIB, dead, 1642 days 2626.7
TCGA-E2-A14N-01A 37 years, female, white, stage:Stage IIB, alive, 1434 days 2625.9
TCGA-AN-A0XT-01A 54 years, female, white, stage:Stage IIIA, alive, 10 days 2620.5
TCGA-E9-A1RB-01A 40 years, female, white, stage:Stage IIA, dead, 976 days 2617.7
TCGA-AR-A0TV-01A 66 years, female, stage:Stage IIA, alive, 2288 days 2614.1
TCGA-E2-A1L9-01A 40 years, female, white, stage:Stage IIA, alive, 598 days 2612.5
TCGA-AC-A5EH-01A 76 years, female, black or african american, stage:Stage IIB, alive, 511 days 2612.3
TCGA-C8-A1HK-01A 53 years, female, asian, stage:Stage IIB, alive, 366 days 2612.0
TCGA-A8-A06Y-01A 66 years, female, stage:Stage IIA, alive, 791 days 2611.6
TCGA-AC-A5XU-01A 74 years, female, black or african american, stage:Stage IIB, alive, 455 days 2607.5
TCGA-E9-A1R6-01A 63 years, female, white, stage:Stage IIA, alive, 339 days 2601.3
TCGA-B6-A0WZ-01A 50 years, female, black or african american, stage:Stage II, alive, 6292 days 2599.9
TCGA-BH-A0BL-01A 35 years, female, white, stage:Stage I, alive, 2278 days 2593.8
TCGA-EW-A1P3-01A 48 years, female, white, stage:Stage IIA, alive, 1611 days 2583.0
TCGA-A8-A092-01A 48 years, female, stage:Stage IIIA, alive, 942 days 2578.1
TCGA-E9-A3QA-01A 33 years, female, white, stage:Stage IIA, alive, 918 days 2576.2
TCGA-AR-A1AH-01A 51 years, female, white, stage:Stage IIB, alive, 3807 days 2575.1
TCGA-A1-A0SJ-01A 39 years, female, black or african american, stage:Stage IIIA, alive, 416 days 2572.4
TCGA-B6-A0RT-01A 39 years, female, white, stage:Stage IIIA, alive, 2721 days 2565.8
TCGA-AR-A0TZ-01A 43 years, female, white, stage:'--, dead, 3262 days 2564.1
TCGA-AC-A6IX-01A 49 years, female, white, stage:Stage IIIC, alive, 373 days 2563.7
TCGA-AC-A8OS-01A 71 years, female, white, stage:Stage IIA, alive, 70 days 2563.7
TCGA-E9-A295-01A 71 years, female, white, stage:Stage IIA, alive, 375 days 2560.5
TCGA-BH-A1FN-01A 34 years, female, white, stage:Stage IIA, dead, 2192 days 2559.7
TCGA-AC-A6IW-01A 73 years, female, black or african american, stage:Stage IIA, alive, 413 days 2553.7
TCGA-AR-A0U4-01A 54 years, female, white, stage:Stage IIA, alive, 3261 days 2549.7
TCGA-D8-A27N-01A 36 years, female, white, stage:Stage IIIA, alive, 519 days 2548.7
TCGA-BH-A0AZ-01A 47 years, female, white, stage:Stage IIIA, alive, 1919 days 2545.5
TCGA-EW-A1PA-01A 59 years, female, white, stage:Stage IIB, alive, 575 days 2544.8
TCGA-E9-A22H-01A 42 years, female, white, stage:Stage IIB, alive, 1232 days 2540.7
TCGA-LL-A73Y-01A 67 years, female, black or african american, stage:Stage IA, alive, 477 days 2538.6
TCGA-AN-A0FX-01A 52 years, female, white, stage:Stage IIA, alive, 10 days 2537.0
TCGA-E9-A54X-01A 85 years, female, white, stage:Stage IA, alive, 727 days 2535.3
TCGA-E2-A1IL-01A 78 years, female, white, stage:Stage IIA, alive, 118 days 2533.0
TCGA-B6-A0RG-01A 26 years, female, white, stage:Stage IIB, alive, 2082 days 2528.1
TCGA-A8-A099-01A 76 years, female, stage:Stage X, alive, 304 days 2523.2
TCGA-BH-A18S-01A 79 years, female, white, stage:Stage I, dead, 2009 days 2520.1
TCGA-A2-A0CU-01A 73 years, female, white, stage:Stage IIA, dead, 158 days 2514.6
TCGA-C8-A132-01A 56 years, female, asian, stage:Stage IIB, alive, 383 days 2514.5
TCGA-AN-A0FV-01A 58 years, female, white, stage:Stage IIA, alive, 10 days 2512.9
TCGA-AR-A5QM-01A 62 years, female, white, stage:Stage IIA, alive, 2231 days 2505.9
TCGA-A7-A0D9-01A 37 years, female, white, stage:Stage IIA, alive, 1139 days 2503.5
TCGA-A8-A09D-01A 47 years, female, stage:Stage IIB, alive, 1522 days 2502.9
TCGA-E2-A155-01A 58 years, female, white, stage:Stage IIB, alive, 640 days 2502.0
TCGA-B6-A0IM-01A 75 years, female, black or african american, stage:Stage IIB, dead, 3873 days 2501.9
TCGA-C8-A274-01A 63 years, female, asian, stage:Stage IIA, alive, 508 days 2501.4
TCGA-E2-A1IF-01A 74 years, female, white, stage:Stage I, alive, 1138 days 2500.7
TCGA-E9-A1R3-01A 70 years, female, white, stage:Stage IIIC, alive, 78 days 2500.5
TCGA-BH-A0B5-01A 40 years, female, white, stage:Stage IIIA, alive, 2136 days 2499.5
TCGA-E9-A1N3-01A 70 years, female, white, stage:Stage IIIA, alive, 1059 days 2492.4
TCGA-E2-A108-01A 64 years, female, white, stage:Stage IIIA, alive, 837 days 2489.2
TCGA-E9-A1N5-01A 45 years, female, white, stage:Stage IIB, alive, 1120 days 2488.4
TCGA-E9-A22E-01A 56 years, female, white, stage:Stage IIIA, alive, 1269 days 2488.1
TCGA-LL-A5YP-01A 49 years, female, black or african american, stage:Stage IIB, alive, 450 days 2487.8
TCGA-AR-A250-01A 58 years, female, white, stage:Stage IIA, alive, 2707 days 2481.1
TCGA-JL-A3YW-01A 49 years, female, asian, stage:Stage IIB, alive, 360 days 2478.8
TCGA-BH-A1F2-01A 53 years, female, white, stage:Stage IIIB, dead, 959 days 2474.1
TCGA-E2-A15P-01A 61 years, female, white, stage:Stage IA, alive, 595 days 2473.1
TCGA-BH-A8FY-01A 87 years, female, white, stage:Stage IA, dead, 295 days 2470.0
TCGA-A2-A0YD-01A 63 years, female, white, stage:Stage IIB, alive, 769 days 2468.3
TCGA-A8-A07B-01A 69 years, female, stage:Stage IIA, alive, 1308 days 2468.2
TCGA-BH-A1F5-01A 62 years, female, white, stage:Stage IIA, dead, 2712 days 2463.4
TCGA-BH-A0C3-01A 47 years, female, white, stage:Stage I, alive, 2709 days 2458.5
TCGA-BH-A6R9-01A 61 years, female, white, stage:Stage IIA, alive, 160 days 2456.9
TCGA-A2-A25E-01A 34 years, female, black or african american, stage:Stage IIIA, alive, 3204 days 2454.9
TCGA-AO-A12B-01A 63 years, female, white, stage:Stage IIA, alive, 2989 days 2454.4
TCGA-AR-A0TX-01A 64 years, female, stage:Stage IIA, alive, 1972 days 2454.3
TCGA-LL-A6FR-01A 50 years, female, black or african american, stage:Stage IIA, alive, 489 days 2450.4
TCGA-E9-A229-01A 37 years, female, white, stage:Stage IA, alive, 1148 days 2450.4
TCGA-A2-A0EN-01A 70 years, female, white, stage:Stage IIA, alive, 4088 days 2444.6
TCGA-E2-A15K-01A 58 years, female, white, stage:Stage IIB, alive, 275 days 2444.3
TCGA-AN-A0FZ-01A 45 years, female, white, stage:Stage IIIA, alive, 10 days 2442.7
TCGA-A8-A08B-01A 52 years, female, stage:Stage IIA, alive, 1156 days 2442.6
TCGA-E9-A1RG-01A 62 years, female, white, stage:Stage IIIA, alive, 647 days 2442.5
TCGA-AN-A0XU-01A 54 years, female, white, stage:Stage IIA, alive, 10 days 2440.0
TCGA-D8-A27T-01A 53 years, female, white, stage:Stage IIIC, alive, 398 days 2434.0
TCGA-A8-A085-01A 44 years, male, stage:Stage IIB, alive, 1124 days 2433.5
TCGA-B6-A40B-01A 76 years, female, white, stage:Stage I, alive, 3152 days 2426.2
TCGA-A8-A09B-01A 58 years, female, stage:Stage IIIB, alive, 365 days 2423.8
TCGA-B6-A0WV-01A 67 years, female, white, stage:Stage IIB, dead, 2417 days 2423.8
TCGA-E2-A1B6-01A 44 years, female, white, stage:Stage IIA, alive, 867 days 2423.5
TCGA-A2-A0YF-01A 67 years, female, black or african american, stage:Stage I, alive, 1535 days 2423.3
TCGA-B6-A0I9-01A 62 years, female, white, stage:Stage IV, dead, 362 days 2422.2
TCGA-E9-A1NF-01A 60 years, female, white, stage:Stage IIA, dead, 1072 days 2421.9
TCGA-AR-A1AJ-01A 83 years, female, white, stage:Stage I, alive, 2383 days 2421.6
TCGA-AR-A1AX-01A 64 years, female, white, stage:Stage I, alive, 2629 days 2419.6
TCGA-E2-A10E-01A 64 years, female, white, stage:Stage IIA, alive, 865 days 2418.2
TCGA-D8-A1JT-01A 70 years, female, white, stage:Stage IIA, alive, 405 days 2417.1
TCGA-5T-A9QA-01A 52 years, female, black or african american, stage:Stage IIA, alive, 303 days 2415.3
TCGA-BH-A0HB-01A 55 years, female, white, stage:Stage IA, alive, 806 days 2411.0
TCGA-E2-A15T-01A 65 years, female, white, stage:Stage IIA, alive, 1563 days 2408.8
TCGA-B6-A0WX-01A 40 years, female, black or african american, stage:Stage IIIA, dead, 639 days 2406.7
TCGA-A7-A26J-01A 49 years, female, white, stage:Stage IIA, alive, 627 days 2404.4
TCGA-A7-A4SC-01A 62 years, female, white, stage:Stage IIB, alive, 446 days 2401.5
TCGA-AO-A1KQ-01A 84 years, male, white, stage:Stage IIIB, alive, 1882 days 2401.3
TCGA-A7-A4SB-01A 56 years, female, white, stage:Stage IIIA, alive, 418 days 2398.3
TCGA-E2-A14T-01A 52 years, female, white, stage:Stage IIA, alive, 2311 days 2397.3
TCGA-AR-A24R-01A 45 years, female, white, stage:Stage IIIA, alive, 3430 days 2396.8
TCGA-BH-A0BT-01A 56 years, female, white, stage:Stage IIA, alive, 2365 days 2395.1
TCGA-BH-A0B6-01A 47 years, female, white, stage:Stage I, alive, 2483 days 2394.5
TCGA-D8-A1XA-01A 64 years, female, white, stage:Stage IA, alive, 839 days 2392.8
TCGA-BH-A1EW-01A 38 years, female, white, stage:Stage IIA, dead, 1694 days 2392.6
TCGA-A7-A13H-01A 61 years, female, white, stage:Stage IIB, alive, 899 days 2388.6
TCGA-LL-A7T0-01A 70 years, female, black or african american, stage:Stage IIB, alive, 376 days 2384.6
TCGA-D8-A1XM-01A 57 years, female, white, stage:Stage IA, alive, 538 days 2383.5
TCGA-A7-A3RF-01A 79 years, female, white, stage:Stage IIA, alive, 408 days 2382.3
TCGA-A7-A3J0-01A 62 years, female, white, stage:Stage IIA, alive, 313 days 2381.5
TCGA-E2-A14R-01A 62 years, female, white, stage:Stage IIA, alive, 1174 days 2381.2
TCGA-A8-A09I-01A 84 years, female, stage:Stage IIA, alive, 1371 days 2378.1
TCGA-E2-A15H-01A 38 years, female, white, stage:Stage IIA, alive, 393 days 2377.7
TCGA-A8-A09A-01A 40 years, female, stage:Stage X, alive, 304 days 2375.8
TCGA-BH-A1FJ-01A 66 years, female, white, stage:Stage IIIA, dead, 1927 days 2373.7
TCGA-EW-A2FR-01A 59 years, female, black or african american, stage:Stage IIIC, alive, 1673 days 2373.6
TCGA-AR-A0TP-01A 43 years, female, white, stage:Stage IIA, alive, 4275 days 2373.2
TCGA-S3-AA17-01A 64 years, female, black or african american, stage:Stage IIB, alive, 424 days 2372.7
TCGA-D8-A1JM-01A 59 years, female, white, stage:Stage IIB, alive, 590 days 2367.3
TCGA-E2-A1B0-01A 50 years, female, white, stage:Stage IIIA, alive, 1631 days 2367.3
TCGA-A8-A08G-01A 41 years, female, stage:Stage IIA, alive, 607 days 2367.0
TCGA-AR-A24N-01A 54 years, female, white, stage:Stage I, alive, 3035 days 2365.5
TCGA-E2-A1LL-01A 73 years, female, black or african american, stage:Stage IIIA, alive, 1309 days 2365.0
TCGA-EW-A6SD-01A 32 years, female, black or african american, stage:Stage IIB, alive, 1010 days 2364.6
TCGA-AR-A255-01A 62 years, female, white, stage:Stage I, alive, 2161 days 2361.9
TCGA-BH-A18L-01A 50 years, female, white, stage:Stage IIIA, dead, 811 days 2360.1
TCGA-AO-A125-01A 72 years, female, black or african american, stage:Stage IIA, alive, 3456 days 2357.5
TCGA-GM-A4E0-01A 67 years, female, white, stage:Stage IIIC, alive, 2191 days 2351.3
TCGA-E2-A109-01A 64 years, female, white, stage:Stage IIA, alive, 1417 days 2348.1
TCGA-C8-A12O-01A 50 years, female, asian, stage:Stage IIA, alive, 385 days 2346.1
TCGA-E2-A1IE-01A 61 years, female, white, stage:Stage IIB, alive, 2362 days 2345.5
TCGA-AR-A256-01A 45 years, female, white, stage:Stage IIA, dead, 2854 days 2344.7
TCGA-A2-A0T7-01A 51 years, female, white, stage:Stage IIA, alive, 631 days 2335.4
TCGA-C8-A12W-01A 49 years, female, asian, stage:Stage IIIB, alive, 385 days 2335.4
TCGA-E2-A1LE-01A 71 years, female, white, stage:Stage IIIC, dead, 879 days 2325.2
TCGA-A2-A0EM-01A 73 years, female, white, stage:Stage IA, alive, 3094 days 2319.2
TCGA-A1-A0SD-01A 59 years, female, white, stage:Stage IIA, alive, 437 days 2319.2
TCGA-E9-A245-01A 47 years, female, white, stage:Stage IIB, dead, 26 days 2317.5
TCGA-AR-A0TY-01A 54 years, female, white, stage:Stage IIA, dead, 1699 days 2317.4
TCGA-A2-A0CX-01A 52 years, female, white, stage:Stage IIA, alive, 1728 days 2314.8
TCGA-A1-A0SG-01A 61 years, female, white, stage:Stage IIB, alive, 434 days 2313.7
TCGA-EW-A1J1-01A 38 years, female, white, stage:Stage IIB, alive, 575 days 2310.6
TCGA-AC-A5XS-01A 74 years, female, white, stage:Stage IIA, alive, 588 days 2308.3
TCGA-BH-A0DK-01A 49 years, female, white, stage:Stage IIA, alive, 423 days 2305.5
TCGA-AR-A24V-01A 52 years, female, white, stage:Stage IIB, alive, 3203 days 2303.8
TCGA-BH-A0B1-01A 66 years, female, white, stage:Stage IIB, alive, 1148 days 2297.6
TCGA-AC-A3HN-01A 87 years, female, white, stage:Stage IIB, alive, 496 days 2297.0
TCGA-A1-A0SO-01A 67 years, female, white, stage:Stage IIB, alive, 852 days 2296.7
TCGA-BH-A0BD-01A 47 years, female, white, stage:Stage IIA, alive, 554 days 2295.1
TCGA-AC-A7VB-01A 51 years, female, black or african american, stage:Stage IIA, alive, 250 days 2293.6
TCGA-EW-A1IW-01A 80 years, female, white, stage:Stage IIB, alive, 371 days 2291.0
TCGA-BH-A208-01A 48 years, female, white, stage:Stage IIB, dead, 1759 days 2282.4
TCGA-BH-A0AU-01A 45 years, female, white, stage:Stage IIA, alive, 1914 days 2278.9
TCGA-B6-A408-01A 55 years, female, black or african american, stage:Stage IIIC, alive, 2072 days 2277.7
TCGA-AN-A0G0-01A 56 years, female, white, stage:Stage IIA, alive, 16 days 2276.7
TCGA-A2-A0CL-01A 37 years, female, black or african american, stage:Stage IIIA, alive, 3015 days 2272.2
TCGA-AR-A1AP-01A 80 years, female, white, stage:Stage I, alive, 2856 days 2268.3
TCGA-BH-A0HY-01A 60 years, female, white, stage:Stage I, alive, 1545 days 2267.5
TCGA-BH-A1EN-01A 78 years, female, white, stage:Stage IIA, dead, 2127 days 2266.6
TCGA-AO-A1KR-01A 51 years, female, white, stage:Stage IIA, alive, 2513 days 2266.6
TCGA-AO-A0JA-01A 36 years, female, black or african american, stage:Stage IIIC, alive, 655 days 2266.1
TCGA-WT-AB44-01A 77 years, female, white, stage:Stage IA, alive, 883 days 2264.4
TCGA-AR-A24L-01A 26 years, female, white, stage:Stage IIB, dead, 2866 days 2262.9
TCGA-C8-A275-01A 56 years, female, asian, stage:Stage IIA, alive, 1 days 2262.3
TCGA-BH-A18T-01A 70 years, female, white, stage:Stage IIA, dead, 224 days 2262.1
TCGA-A2-A0YJ-01A 39 years, female, white, stage:Stage IIIA, alive, 566 days 2261.7
TCGA-A2-A4S3-01A 59 years, female, black or african american, stage:Stage IIB, alive, 666 days 2260.4
TCGA-BH-A0H6-01A 82 years, female, white, stage:Stage I, alive, 747 days 2254.3
TCGA-B6-A0IJ-01A 42 years, female, black or african american, stage:Stage IIB, alive, 7106 days 2252.1
TCGA-AN-A0AM-01A 56 years, female, white, stage:Stage IIA, alive, 5 days 2251.4
TCGA-BH-A0GY-01A 67 years, female, white, stage:Stage IIA, alive, 923 days 2246.0
TCGA-GM-A2DH-01A 58 years, female, white, stage:Stage I, alive, 2193 days 2234.7
TCGA-BH-A0HL-01A 56 years, female, white, stage:Stage IIB, alive, 72 days 2234.2
TCGA-BH-A18R-01A 50 years, female, white, stage:Stage IIA, dead, 1142 days 2233.2
TCGA-D8-A27F-01A 40 years, female, white, stage:Stage IIA, alive, 488 days 2232.3
TCGA-AC-A2FM-01A 87 years, female, white, stage:Stage IIB, dead, 792 days 2229.8
TCGA-BH-A0RX-01A 59 years, female, white, stage:Stage IIA, alive, 170 days 2228.8
TCGA-AO-A03R-01A 57 years, female, white, stage:Stage IIB, alive, 2091 days 2228.6
TCGA-EW-A6SC-01A 60 years, female, black or african american, stage:Stage IIA, alive, 952 days 2226.8
TCGA-C8-A273-01A 29 years, female, asian, stage:Stage IIB, alive, 513 days 2226.8
TCGA-E9-A24A-01A 69 years, female, white, stage:Stage IIA, alive, 747 days 2224.8
TCGA-3C-AALK-01A 52 years, female, black or african american, stage:Stage IA, alive, 1448 days 2224.7
TCGA-BH-A0DQ-01A 42 years, female, white, stage:Stage IIB, alive, 98 days 2223.3
TCGA-B6-A2IU-01A 62 years, female, white, stage:Stage IIA, alive, 5176 days 2221.3
TCGA-A8-A06O-01A 60 years, female, stage:Stage I, alive, 396 days 2220.1
TCGA-AO-A12G-01A 75 years, female, white, stage:Stage IIA, alive, 1639 days 2215.7
TCGA-AO-A03O-01A 69 years, female, black or african american, stage:Stage IIA, dead, 2483 days 2213.5
TCGA-E9-A1RD-01A 67 years, female, white, stage:Stage IIA, alive, 34 days 2212.1
TCGA-C8-A1HL-01A 38 years, female, asian, stage:Stage IIIA, alive, 317 days 2212.0
TCGA-C8-A8HR-01A 49 years, female, asian, stage:Stage IIIA, alive, 408 days 2210.0
TCGA-AO-A0J4-01A 41 years, female, black or african american, stage:Stage IA, alive, 1587 days 2208.4
TCGA-E9-A248-01A 51 years, female, white, stage:Stage IIA, alive, 59 days 2208.3
TCGA-AC-A8OP-01A 72 years, female, black or african american, stage:Stage IA, alive, 614 days 2205.3
TCGA-BH-A5J0-01A 63 years, female, black or african american, stage:Stage IA, alive, 715 days 2203.7
TCGA-LQ-A4E4-01A 73 years, female, white, stage:Stage IIIA, alive, 849 days 2201.7
TCGA-S3-A6ZF-01A 64 years, female, black or african american, stage:Stage IIA, alive, 572 days 2200.0
TCGA-C8-A1HE-01A 59 years, female, asian, stage:Stage IIA, alive, 375 days 2199.0
TCGA-AR-A24Q-01A 49 years, female, white, stage:Stage IIB, alive, 3172 days 2197.7
TCGA-A2-A3XZ-01A 46 years, female, black or african american, stage:Stage I, alive, 1532 days 2197.4
TCGA-EW-A1IZ-01A 53 years, female, white, stage:Stage IIIA, alive, 554 days 2197.2
TCGA-A7-A56D-01A 84 years, female, black or african american, stage:Stage IIA, alive, 448 days 2196.8
TCGA-BH-A0E6-01A 69 years, female, white, stage:Stage IA, alive, 293 days 2196.8
TCGA-E2-A14Q-01A 50 years, female, white, stage:Stage IIB, alive, 1163 days 2196.3
TCGA-AC-A2BM-01A 41 years, female, black or african american, stage:Stage IIB, alive, 3022 days 2194.9
TCGA-OL-A5RU-01A 63 years, female, black or african american, stage:Stage IIA, alive, 1219 days 2193.9
TCGA-E2-A1LG-01A 50 years, female, black or african american, stage:Stage IIA, alive, 1523 days 2191.7
TCGA-BH-A0BP-01A 76 years, female, white, stage:Stage I, dead, 2296 days 2191.6
TCGA-A2-A04Q-01A 48 years, female, white, stage:Stage IA, alive, 2385 days 2187.7
TCGA-D8-A1X7-01A 40 years, female, white, stage:Stage IIA, alive, 509 days 2185.3
TCGA-A1-A0SN-01A 50 years, female, white, stage:Stage IIA, alive, 1196 days 2183.8
TCGA-A2-A3XW-01A 42 years, female, black or african american, stage:Stage IIB, alive, 1712 days 2181.4
TCGA-BH-A18U-01A 72 years, female, white, stage:Stage IIIA, dead, 1563 days 2179.4
TCGA-E2-A56Z-01A 69 years, female, black or african american, stage:Stage IIB, alive, 252 days 2178.3
TCGA-D8-A1XC-01A 85 years, female, white, stage:Stage IIIB, dead, 377 days 2177.4
TCGA-E2-A1LK-01A 84 years, female, black or african american, stage:Stage IIIC, dead, 266 days 2175.9
TCGA-BH-A1FG-01A 88 years, female, white, stage:Stage I, dead, 577 days 2170.7
TCGA-PE-A5DE-01A 41 years, female, white, stage:Stage IIA, alive, 2645 days 2167.7
TCGA-BH-A0E7-01A 79 years, female, white, stage:Stage IIB, alive, 1363 days 2161.0
TCGA-A2-A04R-01A 36 years, female, black or african american, stage:Stage IA, alive, 3709 days 2159.1
TCGA-B6-A0RL-01A 60 years, female, black or african american, stage:Stage IIA, dead, 2469 days 2158.9
TCGA-D8-A1J8-01A 77 years, female, white, stage:Stage IIB, alive, 431 days 2154.1
TCGA-C8-A131-01A 82 years, female, asian, stage:Stage IIIA, alive, 411 days 2151.0
TCGA-OL-A5D7-01A 70 years, female, black or african american, stage:Stage IIA, alive, 1780 days 2147.5
TCGA-E9-A22B-01A 71 years, female, white, stage:Stage IA, alive, 1167 days 2147.1
TCGA-A1-A0SM-01A 77 years, male, white, stage:Stage IIA, alive, 242 days 2146.2
TCGA-BH-A0C0-01A 62 years, female, white, stage:Stage IIA, alive, 1270 days 2144.4
TCGA-A7-A0CJ-01A 57 years, female, white, stage:Stage IIA, alive, 931 days 2144.2
TCGA-A2-A4RW-01A 49 years, female, white, stage:Stage IIIC, alive, 222 days 2135.6
TCGA-B6-A0WS-01A 58 years, female, black or african american, stage:Stage X, dead, 2965 days 2131.7
TCGA-BH-A18H-01A 63 years, female, white, stage:Stage IA, alive, 652 days 2127.3
TCGA-AN-A0XS-01A 63 years, female, white, stage:Stage IIIA, alive, 10 days 2126.5
TCGA-A2-A4S0-01A 77 years, female, white, stage:Stage IIA, alive, 706 days 2122.8
TCGA-AR-A0TW-01A 50 years, female, white, stage:Stage IIIA, alive, 3009 days 2120.3
TCGA-BH-A0DE-01A 62 years, female, white, stage:Stage IIA, alive, 2372 days 2119.3
TCGA-C8-A26Z-01A 59 years, female, asian, stage:Stage IIA, alive, 470 days 2119.2
TCGA-A8-A076-01A 66 years, female, stage:Stage IIA, alive, 1642 days 2112.4
TCGA-A2-A4RX-01A 67 years, female, black or african american, stage:Stage IIA, alive, 742 days 2110.6
TCGA-BH-A0HA-01A 31 years, female, white, stage:Stage I, alive, 1611 days 2106.0
TCGA-LL-A441-01A 62 years, female, black or african american, stage:Stage IA, alive, 996 days 2100.4
TCGA-BH-A0DX-01A 62 years, female, white, stage:Stage I, alive, 2156 days 2099.7
TCGA-AC-A62X-01A 72 years, female, black or african american, stage:Stage IIA, alive, 417 days 2094.9
TCGA-B6-A0RE-01A 61 years, female, black or african american, stage:Stage X, alive, 7777 days 2089.8
TCGA-BH-A1EV-01A 45 years, female, white, stage:Stage IIIA, dead, 365 days 2089.6
TCGA-BH-A0BZ-01A 59 years, female, white, stage:Stage IIIA, alive, 2255 days 2083.3
TCGA-AR-A0U2-01A 47 years, female, white, stage:Stage IIIA, dead, 2551 days 2080.7
TCGA-A2-A0YC-01A 59 years, female, white, stage:Stage IIB, alive, 990 days 2077.1
TCGA-A2-A0SX-01A 48 years, female, white, stage:Stage IA, alive, 1534 days 2070.9
TCGA-AN-A041-01A 29 years, female, white, stage:Stage IIB, alive, 7 days 2056.3
TCGA-AO-A12E-01A 51 years, female, white, stage:Stage IIB, alive, 2142 days 2054.1
TCGA-B6-A0WT-01A 61 years, female, white, stage:Stage IIB, alive, 5739 days 2052.9
TCGA-AR-A5QN-01A 68 years, female, white, stage:Stage IIIC, alive, 1013 days 2050.7
TCGA-GI-A2C9-01A 58 years, female, black or african american, stage:Stage IIB, alive, 3342 days 2046.6
TCGA-EW-A1PF-01A 50 years, female, white, stage:Stage IA, alive, 439 days 2043.2
TCGA-A8-A082-01A 58 years, female, stage:Stage IIB, alive, 549 days 2041.9
TCGA-D8-A1JJ-01A 54 years, female, white, stage:Stage IIA, alive, 611 days 2040.3
TCGA-E2-A1II-01A 51 years, female, white, stage:Stage I, alive, 1025 days 2037.1
TCGA-B6-A0X5-01A 61 years, female, black or african american, stage:Stage IIB, dead, 2097 days 2034.9
TCGA-D8-A1XV-01A 84 years, female, white, stage:Stage IIA, alive, 461 days 2034.0
TCGA-BH-A0H7-01A 65 years, female, white, stage:Stage IIIA, alive, 702 days 2031.7
TCGA-A2-A3XT-01A 45 years, female, black or african american, stage:Stage IIB, alive, 2770 days 2030.9
TCGA-A8-A09K-01A 68 years, female, stage:Stage IIA, alive, 912 days 2030.7
TCGA-EW-A2FV-01A 39 years, female, white, stage:Stage IIIC, alive, 788 days 2027.0
TCGA-E2-A1IO-01A 37 years, female, white, stage:Stage I, alive, 1855 days 2026.5
TCGA-AR-A1AV-01A 68 years, male, white, stage:Stage IIB, alive, 1864 days 2025.8
TCGA-E9-A1RF-01A 68 years, female, white, stage:Stage IIIA, alive, 200 days 2023.7
TCGA-BH-A0WA-01A 82 years, female, white, stage:Stage I, alive, 701 days 2022.7
TCGA-BH-A0BA-01A 51 years, female, white, stage:Stage IIIC, alive, 1132 days 2021.9
TCGA-UL-AAZ6-01A 73 years, female, black or african american, stage:Stage IIA, alive, 518 days 2020.0
TCGA-EW-A1J5-01A 59 years, female, white, stage:Stage IIB, alive, 477 days 2018.0
TCGA-A2-A3Y0-01A 57 years, female, black or african american, stage:Stage IIB, alive, 1546 days 2016.7
TCGA-A7-A0DA-01A 62 years, female, white, stage:Stage IIA, alive, 1085 days 2015.6
TCGA-D8-A1X9-01A 66 years, female, white, stage:Stage IIB, alive, 727 days 2015.5
TCGA-S3-AA10-01A 65 years, female, black or african american, stage:Stage IIA, alive, 586 days 2015.0
TCGA-E2-A10A-01A 41 years, female, white, stage:Stage IIB, alive, 1229 days 2014.9
TCGA-GM-A3XL-01A 49 years, female, black or african american, stage:Stage IIA, alive, 2108 days 2004.4
TCGA-E9-A1NI-01A 51 years, female, white, stage:Stage IIA, alive, 300 days 2003.5
TCGA-A2-A04X-01A 34 years, female, white, stage:Stage IIA, alive, 1686 days 2001.8
TCGA-AR-A1AK-01A 70 years, female, white, stage:Stage I, alive, 3159 days 1998.5
TCGA-A7-A3J1-01A 63 years, female, white, stage:Stage IA, alive, 343 days 1996.6
TCGA-AQ-A7U7-01A 55 years, female, white, stage:Stage IIIA, dead, 584 days 1995.0
TCGA-D8-A1XR-01A 56 years, female, white, stage:Stage IIB, alive, 482 days 1995.0
TCGA-E9-A2JS-01A 72 years, female, white, stage:Stage IIB, dead, 904 days 1993.3
TCGA-AN-A04D-01A 58 years, female, white, stage:Stage IIB, alive, 52 days 1992.1
TCGA-UU-A93S-01A 63 years, female, black or african american, stage:Stage IV, dead, 116 days 1990.6
TCGA-EW-A6S9-01A 34 years, female, black or african american, stage:Stage IIA, alive, 463 days 1989.4
TCGA-A2-A0YT-01A 56 years, female, white, stage:Stage IIIB, dead, 723 days 1986.7
TCGA-E9-A22D-01A 38 years, female, white, stage:Stage IIA, alive, 1248 days 1984.5
TCGA-BH-A1EX-01A 67 years, female, white, stage:Stage IIB, dead, 1508 days 1981.9
TCGA-BH-A0HN-01A 67 years, female, white, stage:Stage IA, alive, 516 days 1975.5
TCGA-A8-A06U-01A 80 years, female, stage:Stage IIB, dead, 883 days 1975.2
TCGA-OL-A5D6-01A 71 years, female, black or african american, stage:Stage IIA, dead, 1104 days 1971.7
TCGA-B6-A400-01A 43 years, female, black or african american, stage:Stage IIIA, alive, 215 days 1967.7
TCGA-A2-A3XX-01A 49 years, female, black or african american, stage:Stage IIA, dead, 1439 days 1967.1
TCGA-A2-A0SV-01A 63 years, female, white, stage:Stage IV, dead, 825 days 1962.6
TCGA-AR-A1AI-01A 47 years, female, white, stage:Stage IIA, alive, 3296 days 1952.6
TCGA-E9-A1N6-01A 52 years, female, white, stage:Stage IIB, dead, 678 days 1949.7
TCGA-D8-A1JE-01A 62 years, female, white, stage:Stage IIA, alive, 575 days 1947.6
TCGA-A8-A06T-01A 75 years, female, stage:Stage IIIA, alive, 1614 days 1939.1
TCGA-LL-A740-01A 61 years, female, black or african american, stage:Stage IA, alive, 441 days 1936.6
TCGA-A2-A0T2-01A 66 years, female, white, stage:Stage IV, dead, 255 days 1931.9
TCGA-OL-A5D8-01A 40 years, female, black or african american, stage:Stage IIB, alive, 973 days 1930.4
TCGA-C8-A1HJ-01A 53 years, female, asian, stage:Stage IIA, alive, 5 days 1930.0
TCGA-GM-A3NY-01A 72 years, female, white, stage:Stage IIB, alive, 1162 days 1929.7
TCGA-GM-A2DA-01A 46 years, female, white, stage:Stage IIB, dead, 6593 days 1928.6
TCGA-E9-A244-01A 54 years, female, white, stage:Stage IIA, alive, 21 days 1917.7
TCGA-E2-A2P6-01A 77 years, female, stage:Stage IIB, alive, 1051 days 1917.2
TCGA-AO-A03V-01A 41 years, female, white, stage:Stage I, alive, 1351 days 1913.3
TCGA-E2-A15F-01A 64 years, female, white, stage:Stage I, alive, 658 days 1905.3
TCGA-AO-A0JE-01A 53 years, female, black or african american, stage:Stage IIIA, alive, 2335 days 1905.3
TCGA-A2-A3KD-01A 47 years, female, white, stage:Stage IIIA, alive, 1206 days 1900.1
TCGA-A7-A13F-01A 44 years, female, white, stage:Stage IIIA, alive, 765 days 1899.7
TCGA-EW-A3U0-01A 61 years, female, black or african american, stage:Stage IIIA, alive, 532 days 1899.6
TCGA-A2-A0EV-01A 80 years, female, white, stage:Stage IA, alive, 968 days 1898.4
TCGA-E2-A14W-01A 78 years, male, white, stage:Stage IIA, alive, 974 days 1896.3
TCGA-B6-A0WW-01A 58 years, female, black or african american, stage:Stage X, dead, 558 days 1895.6
TCGA-BH-A0BR-01A 59 years, female, white, stage:Stage I, alive, 2330 days 1890.3
TCGA-BH-A0EE-01A 68 years, female, white, stage:Stage IIB, alive, 943 days 1885.1
TCGA-E9-A226-01A 45 years, female, white, stage:Stage IIIA, dead, 1048 days 1884.1
TCGA-B6-A0IB-01A 64 years, female, white, stage:Stage IV, dead, 3941 days 1883.7
TCGA-EW-A1OW-01A 58 years, female, black or african american, stage:Stage IIA, alive, 694 days 1878.6
TCGA-D8-A1JL-01A 72 years, female, white, stage:Stage IIA, alive, 611 days 1878.0
TCGA-LL-A442-01A 56 years, female, black or african american, stage:Stage IIA, alive, 889 days 1875.6
TCGA-BH-A18J-01A 56 years, female, white, stage:Stage IV, dead, 612 days 1871.2
TCGA-A7-A6VX-01A 68 years, female, black or african american, stage:Stage IIA, alive, 317 days 1870.4
TCGA-A7-A6VV-01A 51 years, female, black or african american, stage:Stage IIA, alive, 313 days 1863.4
TCGA-D8-A142-01A 74 years, female, white, stage:Stage IIB, alive, 425 days 1860.7
TCGA-AO-A129-01A 29 years, female, white, stage:Stage IIB, alive, 3286 days 1855.8
TCGA-E9-A1NC-01A 61 years, female, white, stage:Stage IIB, alive, 1203 days 1853.9
TCGA-AO-A0JL-01A 59 years, female, white, stage:Stage IIIA, alive, 1683 days 1852.9
TCGA-E2-A15R-01A 64 years, female, white, stage:Stage IIA, alive, 1732 days 1851.6
TCGA-BH-A0DG-01A 30 years, female, black or african american, stage:Stage IIA, alive, 2041 days 1851.3
TCGA-AC-A62Y-01A 79 years, female, white, stage:Stage IIB, alive, 530 days 1848.1
TCGA-AR-A1AW-01A 65 years, female, white, stage:Stage IIA, alive, 2632 days 1840.8
TCGA-E2-A1L7-01A 40 years, female, white, stage:Stage IIIA, alive, 1836 days 1838.6
TCGA-A7-A425-01A 70 years, female, white, stage:Stage IIIC, alive, 447 days 1835.2
TCGA-A7-A4SA-01A 40 years, female, white, stage:Stage IIB, alive, 454 days 1834.7
TCGA-E2-A1LB-01A 41 years, female, black or african american, stage:Stage IIB, alive, 2306 days 1834.5
TCGA-D8-A1J9-01A 48 years, female, white, stage:Stage IA, alive, 532 days 1834.0
TCGA-BH-A5IZ-01A 51 years, female, black or african american, stage:Stage IIB, alive, 567 days 1822.2
TCGA-AR-A251-01A 51 years, female, white, stage:Stage IIIA, alive, 3030 days 1819.5
TCGA-A8-A06R-01A 69 years, female, stage:Stage IIB, alive, 547 days 1811.9
TCGA-A2-A1FZ-01A 63 years, female, white, stage:Stage IIA, alive, 683 days 1800.4
TCGA-BH-A0DL-01A 64 years, female, white, stage:Stage IIA, alive, 2381 days 1790.8
TCGA-B6-A1KI-01A 63 years, female, white, stage:Stage I, alive, 2236 days 1784.0
TCGA-C8-A12X-01A 62 years, female, asian, stage:Stage IIB, alive, 385 days 1782.0
TCGA-OL-A5RW-01A 40 years, female, black or african american, stage:Stage IIA, alive, 1106 days 1780.0
TCGA-A2-A0CS-01A 73 years, female, white, stage:Stage IV, dead, 2348 days 1777.9
TCGA-BH-A0DH-01A 63 years, female, white, stage:Stage IIB, alive, 1156 days 1775.9
TCGA-BH-A0BF-01A 56 years, female, white, stage:Stage IIB, dead, 1324 days 1774.4
TCGA-D8-A1XT-01A 61 years, female, white, stage:Stage IIA, alive, 506 days 1770.0
TCGA-A2-A3XS-01A 62 years, female, black or african american, stage:Stage IIIA, dead, 1032 days 1769.3
TCGA-D8-A140-01A 62 years, female, white, stage:Stage IIB, alive, 403 days 1767.2
TCGA-E2-A107-01A 54 years, female, white, stage:Stage IIIA, alive, 1047 days 1764.3
TCGA-PL-A8LX-01A 35 years, female, black or african american, stage:Stage IV, alive, 5 days 1764.0
TCGA-EW-A423-01A 75 years, female, white, stage:Stage IIA, alive, 533 days 1762.0
TCGA-AC-A23C-01A 62 years, female, white, stage:Stage IIB, alive, 585 days 1758.1
TCGA-D8-A1XQ-01A 69 years, female, white, stage:Stage IIA, alive, 499 days 1755.2
TCGA-EW-A1OX-01A 43 years, female, white, stage:Stage IIA, alive, 911 days 1750.1
TCGA-A8-A097-01A 65 years, female, stage:Stage IIB, alive, 365 days 1749.8
TCGA-A2-A4S1-01A 66 years, female, white, stage:Stage IIA, alive, 820 days 1745.3
TCGA-AC-A3EH-01A 79 years, female, white, stage:Stage IIIC, dead, 197 days 1743.5
TCGA-GM-A2DD-01A 53 years, female, white, stage:Stage I, alive, 2282 days 1743.1
TCGA-A2-A04Y-01A 53 years, female, white, stage:Stage IIB, alive, 1099 days 1742.5
TCGA-D8-A3Z6-01A 56 years, female, white, stage:Stage IIIC, alive, 563 days 1732.2
TCGA-AO-A128-01A 61 years, female, white, stage:Stage IIA, alive, 3248 days 1730.4
TCGA-D8-A27M-01A 59 years, female, white, stage:Stage IA, alive, 410 days 1730.2
TCGA-B6-A401-01A 47 years, female, black or african american, stage:Stage IIA, alive, 2596 days 1728.4
TCGA-A2-A0CW-01A 67 years, female, white, stage:Stage IIB, alive, 3283 days 1720.7
TCGA-A2-A0YG-01A 63 years, female, white, stage:Stage IIIC, alive, 666 days 1707.2
TCGA-E2-A10B-01A 67 years, female, white, stage:Stage IIB, alive, 1141 days 1706.8
TCGA-AR-A0TT-01A 53 years, female, black or african american, stage:Stage IIIA, alive, 3316 days 1699.9
TCGA-AN-A0XR-01A 55 years, female, white, stage:Stage IIIA, alive, 10 days 1699.8
TCGA-C8-A12U-01A 46 years, female, asian, stage:Stage IIB, alive, 385 days 1697.0
TCGA-A8-A06Q-01A 63 years, female, stage:Stage IIIA, alive, 31 days 1696.0
TCGA-A8-A08P-01A 70 years, female, stage:Stage IIIA, alive, 943 days 1695.1
TCGA-EW-A6SB-01A 62 years, female, black or african american, stage:Stage II, alive, 760 days 1693.1
TCGA-B6-A0IN-01A 45 years, female, white, stage:Stage X, dead, 2573 days 1687.4
TCGA-AR-A24Z-01A 57 years, female, white, stage:Stage IIA, alive, 3001 days 1686.8
TCGA-B6-A0I1-01A 73 years, female, black or african american, stage:Stage IIA, dead, 2361 days 1686.5
TCGA-AN-A0XW-01A 36 years, female, white, stage:Stage IIIA, alive, 170 days 1681.7
TCGA-C8-A12V-01A 55 years, female, asian, stage:Stage IIA, alive, 385 days 1681.5
TCGA-E2-A150-01A 48 years, female, white, stage:Stage IIA, alive, 1935 days 1674.0
TCGA-A8-A08I-01A 53 years, female, stage:Stage IIA, alive, 365 days 1673.1
TCGA-E9-A54Y-01A 63 years, female, white, stage:Stage IIIA, alive, 725 days 1667.4
TCGA-LL-A7SZ-01A 49 years, female, black or african american, stage:Stage IIB, alive, 594 days 1665.8
TCGA-C8-A26W-01A 58 years, female, asian, stage:Stage IIB, alive, 381 days 1662.3
TCGA-C8-A12Q-01A 78 years, female, asian, stage:Stage IIIA, dead, 385 days 1661.4
TCGA-BH-A1F0-01A 80 years, female, white, stage:Stage IIA, dead, 785 days 1659.8
TCGA-D8-A1JA-01A 60 years, female, white, stage:'--, alive, 502 days 1659.0
TCGA-A8-A075-01A 42 years, female, stage:Stage IIB, alive, 518 days 1653.9
TCGA-AN-A0FF-01A 32 years, female, white, stage:Stage IA, alive, 172 days 1651.6
TCGA-D8-A1XY-01A 74 years, female, white, stage:Stage IIA, alive, 503 days 1645.1
TCGA-AR-A0TQ-01A 27 years, female, white, stage:Stage IIIA, alive, 2991 days 1639.9
TCGA-A2-A0EY-01A 62 years, female, white, stage:Stage IIB, alive, 1925 days 1638.6
TCGA-A2-A4S2-01A 62 years, female, white, stage:Stage IIIA, alive, 643 days 1631.3
TCGA-A2-A0YE-01A 48 years, female, white, stage:Stage IIB, alive, 554 days 1620.8
TCGA-OL-A66P-01A 75 years, female, black or african american, stage:Stage IIA, alive, 428 days 1617.1
TCGA-C8-A8HQ-01A 53 years, female, asian, stage:Stage IIB, alive, 380 days 1615.7
TCGA-A2-A0T1-01A 55 years, female, american indian or alaska native, stage:Stage IIIC, alive, 521 days 1615.4
TCGA-A8-A06X-01A 77 years, female, stage:Stage IIB, dead, 943 days 1614.2
TCGA-AN-A0FK-01A 88 years, female, white, stage:Stage IIIB, alive, 213 days 1605.1
TCGA-GM-A2DK-01A 58 years, female, white, stage:Stage I, alive, 2645 days 1595.6
TCGA-E9-A22A-01A 74 years, female, white, stage:Stage IIA, alive, 1189 days 1592.9
TCGA-EW-A6SA-01A 59 years, male, black or african american, stage:Stage II, alive, 510 days 1591.7
TCGA-E9-A3Q9-01A 78 years, female, white, stage:Stage IIIC, alive, 1001 days 1590.7
TCGA-EW-A1PB-01A 70 years, female, black or african american, stage:Stage IIIA, alive, 608 days 1589.5
TCGA-A2-A0YH-01A 53 years, female, white, stage:Stage IIIA, alive, 659 days 1588.4
TCGA-D8-A13Y-01A 52 years, female, white, stage:Stage IA, alive, 1728 days 1587.6
TCGA-A8-A08F-01A 59 years, female, stage:Stage IIIC, alive, 1004 days 1583.8
TCGA-D8-A73U-01A 88 years, female, white, stage:Stage IIA, alive, 492 days 1579.1
TCGA-D8-A73W-01A 79 years, female, white, stage:Stage IIIA, dead, 385 days 1572.5
TCGA-A2-A0D4-01A 37 years, female, black or african american, stage:Stage IIB, alive, 767 days 1565.7
TCGA-E9-A5UP-01A 63 years, female, white, stage:Stage IIA, alive, 803 days 1562.1
TCGA-AR-A24U-01A 47 years, female, white, stage:Stage IIA, alive, 3128 days 1553.9
TCGA-A8-A09M-01A 75 years, female, stage:Stage IIIC, alive, 1006 days 1549.4
TCGA-AO-A0JB-01A 50 years, female, white, stage:Stage IIIA, alive, 1542 days 1548.7
TCGA-B6-A0X1-01A 48 years, female, white, stage:'--, dead, 7455 days 1535.5
TCGA-AQ-A54O-01A 51 years, male, black or african american, stage:Stage IIA, alive, 1001 days 1530.7
TCGA-E9-A5UO-01A 41 years, female, white, stage:Stage IIA, alive, 785 days 1529.6
TCGA-D8-A1XG-01A 86 years, female, white, stage:Stage IIIB, alive, 448 days 1527.4
TCGA-GM-A2DB-01A 62 years, female, white, stage:Stage IIA, alive, 2406 days 1527.2
TCGA-E2-A106-01A 34 years, female, asian, stage:Stage IB, alive, 2541 days 1524.4
TCGA-A1-A0SI-01A 52 years, female, white, stage:Stage IIB, alive, 635 days 1518.3
TCGA-A7-A5ZV-01A 62 years, female, black or african american, stage:Stage IIA, alive, 368 days 1505.8
TCGA-E2-A1LA-01A 59 years, female, stage:Stage IIA, alive, 748 days 1504.7
TCGA-AR-A1AQ-01A 49 years, female, white, stage:Stage IIA, alive, 3021 days 1504.6
TCGA-A2-A25C-01A 50 years, female, white, stage:Stage IIB, alive, 523 days 1499.0
TCGA-D8-A1XU-01A 56 years, female, white, stage:Stage IA, alive, 395 days 1493.3
TCGA-A8-A07Z-01A 85 years, female, stage:Stage IIA, alive, 1371 days 1490.3
TCGA-A8-A07I-01A 69 years, female, stage:Stage IIIA, alive, 426 days 1479.3
TCGA-3C-AALJ-01A 62 years, female, black or african american, stage:Stage IIB, alive, 1474 days 1477.0
TCGA-D8-A1X5-01A 81 years, female, white, stage:Stage IIIC, alive, 565 days 1469.0
TCGA-OL-A6VO-01A 43 years, female, black or african american, stage:Stage IA, alive, 858 days 1468.0
TCGA-C8-A26X-01A 58 years, female, asian, stage:Stage IIA, alive, 376 days 1466.9
TCGA-A1-A0SQ-01A 45 years, female, white, stage:Stage IIB, alive, 554 days 1466.4
TCGA-A2-A0CM-01A 40 years, female, black or african american, stage:Stage IIA, dead, 754 days 1456.9
TCGA-A8-A08L-01A 89 years, female, stage:Stage IIIA, dead, 30 days 1450.6
TCGA-E9-A3HO-01A 49 years, female, white, stage:Stage IIA, alive, 1158 days 1444.9
TCGA-AR-A0U3-01A 59 years, female, white, stage:Stage IIB, alive, 4080 days 1440.9
TCGA-C8-A1HM-01A 74 years, female, asian, stage:Stage IIA, alive, 375 days 1435.6
TCGA-A7-A13D-01A 46 years, female, black or african american, stage:Stage IIA, alive, 965 days 1418.6
TCGA-BH-A0B3-01A 53 years, female, white, stage:Stage IIB, alive, 1203 days 1417.2
TCGA-C8-A27B-01A 48 years, female, asian, stage:Stage IIB, alive, 439 days 1414.7
TCGA-3C-AAAU-01A 55 years, female, white, stage:Stage X, alive, 4047 days 1401.2
TCGA-AR-A1AY-01A 65 years, female, white, stage:Stage I, alive, 1026 days 1396.2
TCGA-E9-A1ND-01A 75 years, female, white, stage:Stage IIB, alive, 1266 days 1395.3
TCGA-C8-A138-01A 54 years, female, asian, stage:Stage IIIA, alive, 380 days 1381.1
TCGA-A8-A09E-01A 73 years, female, stage:Stage IIIB, alive, 1492 days 1366.2
TCGA-BH-A0BV-01A 78 years, female, white, stage:Stage IIB, alive, 1519 days 1365.7
TCGA-E2-A573-01A 48 years, female, black or african american, stage:Stage IA, alive, 1062 days 1360.1
TCGA-A2-A04W-01A 50 years, female, white, stage:Stage IIB, alive, 3102 days 1357.0
TCGA-E2-A159-01A 50 years, female, white, stage:Stage IIA, alive, 762 days 1354.8
TCGA-PE-A5DD-01A 64 years, female, asian, stage:Stage IIA, alive, 1953 days 1347.0
TCGA-A8-A084-01A 81 years, female, stage:Stage IIB, alive, 458 days 1337.5
TCGA-GI-A2C8-01A 63 years, female, white, stage:Stage IIIB, alive, 225 days 1321.5
TCGA-AN-A0XP-01A 69 years, female, white, stage:Stage IIIA, alive, 9 days 1308.3
TCGA-D8-A27H-01A 72 years, female, white, stage:Stage IIA, alive, 397 days 1307.0
TCGA-A8-A06Z-01A 84 years, female, stage:Stage IIB, alive, 31 days 1304.8
TCGA-EW-A1P5-01A 77 years, female, white, stage:Stage IIB, alive, 703 days 1301.6
TCGA-GM-A2DC-01A 57 years, female, white, stage:Stage IIA, alive, 2535 days 1301.5
TCGA-S3-AA0Z-01A 63 years, female, black or african american, stage:Stage IIB, alive, 629 days 1280.3
TCGA-AO-A0J2-01A 41 years, female, white, stage:Stage IA, alive, 997 days 1255.7
TCGA-BH-A1F8-01A 90 years, female, white, stage:Stage IIIB, dead, 1 days 1252.3
TCGA-A8-A08X-01A 43 years, female, stage:Stage IIIC, alive, 1308 days 1248.0
TCGA-C8-A134-01A 52 years, female, asian, stage:Stage IIA, alive, 383 days 1244.0
TCGA-D8-A1JF-01A 79 years, female, white, stage:Stage IIIA, alive, 366 days 1237.7
TCGA-S3-AA15-01A 51 years, female, black or african american, stage:Stage IIB, alive, 525 days 1233.2
TCGA-C8-A12L-01A 67 years, female, asian, stage:Stage IIA, alive, 363 days 1223.4
TCGA-AC-A8OQ-01A 72 years, female, black or african american, stage:Stage IIB, alive, 34 days 1223.1
TCGA-E9-A5FL-01A 65 years, female, white, stage:Stage IIB, alive, 24 days 1220.5
TCGA-B6-A0I8-01A 46 years, female, white, stage:Stage X, dead, 749 days 1220.5
TCGA-PL-A8LZ-01A 29 years, female, black or african american, stage:Stage IIIB, alive, 302 days 1215.1
TCGA-D8-A13Z-01A 51 years, female, white, stage:'--, alive, 635 days 1207.9
TCGA-BH-A1EY-01A 79 years, female, white, stage:Stage IIA, dead, 538 days 1201.0
TCGA-BH-A0GZ-01A 62 years, female, white, stage:Stage IIA, alive, 328 days 1200.9
TCGA-A2-A04P-01A 36 years, female, black or african american, stage:Stage IIIC, dead, 548 days 1199.7
TCGA-3C-AALI-01A 50 years, female, black or african american, stage:Stage IIB, alive, 4005 days 1199.1
TCGA-BH-A1FD-01A 68 years, female, white, stage:Stage I, dead, 1009 days 1198.7
TCGA-A7-A0CE-01A 57 years, female, white, stage:Stage IIA, alive, 1074 days 1198.2
TCGA-A7-A4SF-01A 54 years, female, black or african american, stage:Stage IIA, alive, 545 days 1195.5
TCGA-E9-A1R4-01A 66 years, female, white, stage:Stage IA, alive, 186 days 1184.2
TCGA-C8-A3M8-01A 68 years, female, asian, stage:Stage IA, alive, 394 days 1184.2
TCGA-A8-A09R-01A 82 years, female, stage:Stage IIB, alive, 273 days 1182.5
TCGA-C8-A278-01A 61 years, female, asian, stage:Stage IIIA, alive, 297 days 1175.0
TCGA-AN-A0AL-01A 41 years, female, white, stage:Stage IIIB, alive, 227 days 1172.4
TCGA-E2-A10C-01A 54 years, female, white, stage:Stage IIB, alive, 1220 days 1171.1
TCGA-AN-A0FT-01A 63 years, female, white, stage:Stage IIB, alive, 214 days 1164.6
TCGA-C8-A130-01A 52 years, female, asian, stage:Stage IIIA, alive, 370 days 1140.5
TCGA-AO-A03T-01A 42 years, female, white, stage:Stage IIB, alive, 2124 days 1128.0
TCGA-C8-A12P-01A 55 years, female, asian, stage:Stage IIB, alive, 358 days 1105.3
TCGA-LL-A8F5-01A 61 years, female, black or african american, stage:Stage IIA, alive, 596 days 1104.1
TCGA-A8-A08R-01A 52 years, female, stage:Stage IIB, alive, 30 days 1081.7
TCGA-B6-A0RH-01A 51 years, female, black or african american, stage:Stage IIA, dead, 6456 days 1079.2
TCGA-GM-A2DF-01A 53 years, female, black or african american, stage:Stage IIA, alive, 2155 days 1067.9
TCGA-BH-A6R8-01A 46 years, female, black or african american, stage:Stage IIA, alive, 293 days 1041.6
TCGA-EW-A1PE-01A 56 years, female, white, stage:Stage IIA, alive, 320 days 1014.1
TCGA-A2-A0SW-01A 82 years, female, white, stage:Stage IV, dead, 1365 days 1011.5
TCGA-AO-A12D-01A 43 years, female, white, stage:Stage IIA, alive, 2515 days 986.5
TCGA-BH-A0BW-01A 71 years, female, black or african american, stage:Stage I, alive, 2371 days 982.5
TCGA-C8-A8HP-01A 59 years, female, asian, stage:Stage IIIA, alive, 396 days 979.3
TCGA-AN-A0FL-01A 62 years, female, white, stage:Stage IIA, alive, 231 days 947.9
TCGA-A8-A07R-01A 80 years, female, stage:Stage IIIC, alive, 273 days 915.2
TCGA-A7-A6VY-01A 48 years, female, black or african american, stage:Stage IIB, alive, 266 days 874.3
TCGA-A7-A4SD-01A 52 years, female, black or african american, stage:Stage IIA, alive, 441 days 821.7
TCGA-E2-A1LH-01A 59 years, female, white, stage:Stage I, alive, 3247 days 768.7
TCGA-AR-A0U0-01A 73 years, female, white, stage:Stage IIB, alive, 1988 days 766.4
TCGA-A8-A07U-01A 66 years, female, stage:Stage IIIA, alive, 760 days 724.3
TCGA-EW-A1J6-01A 70 years, female, white, stage:Stage I, alive, 875 days 679.2
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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.

RPS3A 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.

: 1699.31
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 1315.9
Number of samples 50
Samples
Sample Description pTPM
DO228246 26 years, female, NA, stage:3, dead, 327 days 3180.2
DO228247 33 years, female, NA, stage:3, dead, 2584 days 2941.0
DO228453 34 years, female, NA, stage:0, alive, 4157 days 2635.8
DO228483 34 years, female, NA, stage:0, alive, 1994 days 2471.4
DO228430 31 years, female, NA, stage:1, alive, 4647 days 2188.2
DO228340 34 years, female, NA, stage:3, dead, 1051 days 2161.8
DO228460 25 years, female, NA, stage:2, alive, 3385 days 2012.8
DO228310 33 years, female, NA, stage:2, dead, 153 days 2007.4
DO228409 31 years, female, NA, stage:1, alive, 4423 days 1898.2
DO228266 33 years, female, NA, stage:2, dead, 3785 days 1726.6
DO228300 35 years, female, NA, stage:2, alive, 952 days 1714.9
DO229483 34 years, female, NA, stage:0, alive, 299 days 1683.7
DO228479 27 years, female, NA, stage:2, alive, 1985 days 1649.5
DO228499 29 years, female, NA, stage:1, alive, 284 days 1639.4
DO228427 31 years, female, NA, stage:2, alive, 3995 days 1636.9
DO228516 35 years, female, NA, stage:2, alive, 447 days 1623.9
DO228488 30 years, female, NA, stage:2, alive, 991 days 1614.0
DO228295 31 years, female, NA, stage:2, dead, 2616 days 1592.5
DO228439 33 years, female, NA, stage:1, alive, 1845 days 1575.4
DO228431 32 years, female, NA, stage:2, alive, 2915 days 1545.4
DO228383 30 years, female, NA, stage:2, alive, 3975 days 1498.5
DO228256 29 years, female, NA, stage:2, alive, 2312 days 1443.0
DO228455 34 years, female, NA, stage:1, alive, 3115 days 1436.6
DO228276 32 years, female, NA, stage:2, alive, 4613 days 1399.4
DO228404 29 years, female, NA, stage:1, alive, 3737 days 1344.8
DO228307 35 years, female, NA, stage:2, alive, 4928 days 1337.9
DO228506 32 years, female, NA, stage:1, alive, 489 days 1314.9
DO228449 27 years, female, NA, stage:2, alive, 4896 days 1299.3
DO228332 33 years, female, NA, stage:2, alive, 4776 days 1249.7
DO228509 33 years, female, NA, stage:1, alive, 377 days 1200.6
DO228477 33 years, female, NA, stage:3, alive, 2188 days 1171.6
DO228262 33 years, female, NA, stage:2, alive, 3889 days 1156.2
DO228268 35 years, female, NA, stage:2, alive, 5084 days 1153.2
DO228502 27 years, female, NA, stage:1, alive, 164 days 1148.4
DO228293 28 years, female, NA, stage:2, alive, 4339 days 1122.8
DO228452 32 years, female, NA, stage:2, dead, 1354 days 1055.6
DO228441 29 years, female, NA, stage:1, dead, 147 days 956.1
DO228260 32 years, female, NA, stage:2, alive, 3026 days 918.1
DO228319 35 years, female, NA, stage:1, alive, 4716 days 697.0
DO228471 28 years, female, NA, stage:2, alive, 1827 days 680.3
DO228283 33 years, female, NA, stage:3, alive, 5180 days 627.1
DO228433 34 years, female, NA, stage:3, alive, 1929 days 288.8
DO228423 34 years, female, NA, stage:2, alive, 4136 days 279.3
DO228321 35 years, female, NA, stage:2, dead, 4286 days 267.7
DO228521 32 years, female, NA, stage:1, alive, 287 days 264.7
DO228290 31 years, female, NA, stage:2, alive, 4268 days 261.6
DO228272 32 years, female, NA, stage:2, alive, 4126 days 260.5
DO228350 34 years, female, NA, stage:1, alive, 3069 days 236.2
DO228426 35 years, female, NA, stage:2, alive, 4129 days 199.5
DO228356 33 years, female, NA, stage:2, dead, 3732 days 28.8
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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 HPA047100
 Staining
  High
  Medium
  Low
  Not detected
 Intensity
  Strong
  Moderate
  Weak
  Negative
 Quantity
  >75%
  75%-25%
  <25%
  None
 Location
  Nuclear
  Cytoplasmic/membranous
  Cytoplasmic/membranous,nuclear
  None
Duct carcinoma
Lobular carcinoma

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