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RPS2
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  • RPS2
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.

RPS2 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.

: 4558.4
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 3575.5
Number of samples 1022
Samples
Sample Description pTPM
TCGA-AO-A1KR-01A 51 years, female, white, stage:Stage IIA, alive, 2513 days 12807.9
TCGA-B6-A0I5-01A 49 years, female, white, stage:Stage IIB, alive, 8556 days 11381.2
TCGA-A8-A07O-01A 51 years, female, stage:Stage IIA, alive, 304 days 11163.0
TCGA-AO-A12F-01A 36 years, female, white, stage:Stage IIA, alive, 1842 days 10629.4
TCGA-AQ-A54N-01A 51 years, female, black or african american, stage:Stage IIA, alive, 78 days 9707.8
TCGA-B6-A0X0-01A 54 years, female, white, stage:Stage I, dead, 3945 days 9688.2
TCGA-A2-A0T5-01A 39 years, female, white, stage:Stage IIA, alive, 531 days 9432.8
TCGA-OL-A5D7-01A 70 years, female, black or african american, stage:Stage IIA, alive, 1780 days 9119.4
TCGA-E2-A1LL-01A 73 years, female, black or african american, stage:Stage IIIA, alive, 1309 days 8988.5
TCGA-A2-A3XU-01A 35 years, female, black or african american, stage:Stage IIB, dead, 912 days 8967.9
TCGA-A2-A0CP-01A 60 years, female, white, stage:Stage IA, alive, 2813 days 8967.5
TCGA-A2-A04U-01A 47 years, female, white, stage:Stage IIA, alive, 2654 days 8927.7
TCGA-AR-A256-01A 45 years, female, white, stage:Stage IIA, dead, 2854 days 8841.5
TCGA-AO-A0JE-01A 53 years, female, black or african american, stage:Stage IIIA, alive, 2335 days 8662.0
TCGA-E2-A1BD-01A 53 years, female, white, stage:Stage IIA, alive, 1133 days 8639.4
TCGA-BH-A0E6-01A 69 years, female, white, stage:Stage IA, alive, 293 days 8627.7
TCGA-AN-A0AR-01A 55 years, female, white, stage:Stage IIA, alive, 10 days 8522.2
TCGA-AR-A1AS-01A 54 years, female, asian, stage:Stage IIB, alive, 1150 days 8469.3
TCGA-A2-A04V-01A 39 years, female, white, stage:Stage IIA, dead, 1920 days 8465.4
TCGA-AC-A3QP-01A 79 years, female, white, stage:Stage IIB, alive, 675 days 8331.9
TCGA-AC-A62V-01A 58 years, male, black or african american, stage:Stage IV, dead, 348 days 8262.2
TCGA-AC-A3TM-01A 50 years, female, white, stage:Stage IIIA, alive, 762 days 8197.6
TCGA-E2-A15J-01A 51 years, female, white, stage:Stage I, alive, 1640 days 8004.2
TCGA-A2-A3XV-01A 46 years, female, black or african american, stage:Stage IIA, alive, 996 days 7789.8
TCGA-PE-A5DC-01A 72 years, female, white, stage:Stage IIIA, dead, 1430 days 7752.7
TCGA-BH-A0H9-01A 69 years, female, white, stage:Stage IIA, alive, 1247 days 7749.3
TCGA-A2-A0CX-01A 52 years, female, white, stage:Stage IIA, alive, 1728 days 7713.7
TCGA-A2-A0CY-01A 63 years, female, white, stage:Stage IIB, alive, 1673 days 7650.3
TCGA-E2-A1B6-01A 44 years, female, white, stage:Stage IIA, alive, 867 days 7640.0
TCGA-C8-A12Y-01A 44 years, female, asian, stage:Stage IIB, alive, 1476 days 7613.5
TCGA-JL-A3YX-01A 46 years, female, asian, stage:Stage IIA, alive, 352 days 7585.2
TCGA-A2-A0D0-01A 60 years, female, black or african american, stage:Stage IIA, alive, 2048 days 7577.1
TCGA-D8-A1Y3-01A 61 years, female, white, stage:Stage IIIA, alive, 430 days 7446.1
TCGA-B6-A0I2-01A 45 years, female, white, stage:Stage IA, alive, 4361 days 7438.1
TCGA-PL-A8LY-01A 30 years, female, black or african american, stage:Stage IIB, alive, 8 days 7388.0
TCGA-A1-A0SB-01A 70 years, female, white, stage:Stage I, alive, 259 days 7130.3
TCGA-AN-A0XO-01A 59 years, female, white, stage:Stage IIIA, alive, 375 days 7051.0
TCGA-B6-A0IG-01A 50 years, female, white, stage:Stage IIB, dead, 4456 days 6994.7
TCGA-E9-A5FL-01A 65 years, female, white, stage:Stage IIB, alive, 24 days 6980.3
TCGA-LL-A9Q3-01A 69 years, female, white, stage:Stage IIIC, alive, 532 days 6960.7
TCGA-E9-A3X8-01A 48 years, female, white, stage:Stage IIB, alive, 926 days 6919.5
TCGA-B6-A0I1-01A 73 years, female, black or african american, stage:Stage IIA, dead, 2361 days 6808.9
TCGA-E2-A2P5-01A 78 years, female, black or african american, stage:Stage IIIC, dead, 821 days 6750.7
TCGA-AO-A0JB-01A 50 years, female, white, stage:Stage IIIA, alive, 1542 days 6629.8
TCGA-E9-A1RG-01A 62 years, female, white, stage:Stage IIIA, alive, 647 days 6563.5
TCGA-B6-A0WZ-01A 50 years, female, black or african american, stage:Stage II, alive, 6292 days 6522.4
TCGA-AN-A04C-01A 51 years, female, white, stage:Stage IIB, alive, 54 days 6517.3
TCGA-GM-A3XN-01A 44 years, female, white, stage:Stage IIIA, alive, 2019 days 6513.3
TCGA-EW-A1OV-01A 56 years, female, white, stage:Stage IIB, alive, 789 days 6509.1
TCGA-LL-A6FQ-01A 77 years, female, black or african american, stage:Stage IIIA, alive, 80 days 6498.5
TCGA-B6-A0RN-01A 60 years, female, white, stage:Stage IA, alive, 8008 days 6485.1
TCGA-E9-A6HE-01A 45 years, female, white, stage:Stage IIIC, alive, 847 days 6472.1
TCGA-B6-A0IE-01A 38 years, female, black or african american, stage:Stage IIIA, dead, 1993 days 6465.1
TCGA-A2-A0D1-01A 76 years, female, white, stage:Stage IIA, alive, 1051 days 6405.3
TCGA-AN-A0FW-01A 67 years, female, white, stage:Stage IIIA, alive, 11 days 6402.4
TCGA-AN-A04A-01A 36 years, female, white, stage:Stage IIIA, alive, 90 days 6378.8
TCGA-C8-A12N-01A 58 years, female, asian, stage:Stage IIA, alive, 358 days 6366.3
TCGA-LL-A5YN-01A 46 years, female, black or african american, stage:Stage IIA, alive, 447 days 6326.3
TCGA-BH-A0B9-01A 44 years, female, white, stage:Stage IA, alive, 1572 days 6281.6
TCGA-E9-A249-01A 45 years, female, white, stage:Stage IIA, alive, 217 days 6279.0
TCGA-AN-A0AK-01A 76 years, female, white, stage:Stage IIA, alive, 224 days 6242.0
TCGA-A2-A4S3-01A 59 years, female, black or african american, stage:Stage IIB, alive, 666 days 6236.7
TCGA-BH-A1FN-01A 34 years, female, white, stage:Stage IIA, dead, 2192 days 6219.6
TCGA-AR-A2LE-01A 69 years, female, white, stage:Stage I, alive, 5062 days 6168.9
TCGA-AN-A0FD-01A 71 years, female, white, stage:Stage IIA, alive, 196 days 6139.8
TCGA-BH-A0HK-01A 81 years, female, white, stage:Stage IIB, alive, 178 days 6062.9
TCGA-D8-A1JM-01A 59 years, female, white, stage:Stage IIB, alive, 590 days 6050.3
TCGA-A2-A0D3-01A 42 years, female, white, stage:Stage IA, alive, 1873 days 6037.4
TCGA-A8-A09X-01A 62 years, female, stage:Stage IIIC, dead, 426 days 6020.3
TCGA-V7-A7HQ-01A 75 years, female, black or african american, stage:Stage IIIA, alive, 2033 days 6010.4
TCGA-BH-A0BQ-01A 39 years, female, white, stage:Stage I, alive, 2255 days 6010.2
TCGA-EW-A423-01A 75 years, female, white, stage:Stage IIA, alive, 533 days 6007.1
TCGA-OL-A5RZ-01A 57 years, female, black or african american, stage:Stage IA, alive, 679 days 5989.7
TCGA-E9-A1RB-01A 40 years, female, white, stage:Stage IIA, dead, 976 days 5980.3
TCGA-AC-A8OR-01A 75 years, female, white, stage:Stage IA, alive, 40 days 5979.3
TCGA-AO-A12C-01A 42 years, female, white, stage:Stage IIB, alive, 2372 days 5966.5
TCGA-AR-A2LJ-01A 40 years, female, white, stage:Stage IIIA, alive, 2632 days 5955.7
TCGA-AC-A6NO-01A 43 years, female, black or african american, stage:Stage IIB, alive, 51 days 5952.7
TCGA-B6-A0RH-01A 51 years, female, black or african american, stage:Stage IIA, dead, 6456 days 5943.2
TCGA-AN-A0FJ-01A 59 years, female, white, stage:Stage IV, alive, 242 days 5926.1
TCGA-AO-A126-01A 39 years, female, asian, stage:Stage IIA, alive, 3307 days 5925.2
TCGA-A8-A09I-01A 84 years, female, stage:Stage IIA, alive, 1371 days 5917.2
TCGA-A2-A0SU-01A 66 years, female, white, stage:Stage IIA, alive, 1662 days 5899.9
TCGA-Z7-A8R6-01A 46 years, female, white, stage:Stage I, alive, 3256 days 5898.5
TCGA-BH-A42V-01A 41 years, female, black or african american, stage:Stage IB, alive, 635 days 5875.2
TCGA-AR-A24K-01A 46 years, female, white, stage:Stage IIA, alive, 1548 days 5871.4
TCGA-BH-A0HU-01A 52 years, female, white, stage:Stage IA, alive, 392 days 5869.4
TCGA-E9-A1RA-01A 48 years, female, white, stage:Stage IA, alive, 1369 days 5868.7
TCGA-C8-A1HJ-01A 53 years, female, asian, stage:Stage IIA, alive, 5 days 5864.5
TCGA-LD-A66U-01A 44 years, female, white, stage:Stage IIB, alive, 646 days 5827.0
TCGA-AC-A23G-01A 76 years, female, white, stage:Stage IIA, alive, 2248 days 5816.5
TCGA-AC-A7VC-01A 56 years, female, white, stage:Stage IIB, alive, 1 days 5775.0
TCGA-E9-A5FK-01A 60 years, female, white, stage:Stage IIIC, alive, 812 days 5767.8
TCGA-AN-A0AS-01A 70 years, female, white, stage:Stage IIIA, alive, 10 days 5722.6
TCGA-E9-A1NF-01A 60 years, female, white, stage:Stage IIA, dead, 1072 days 5717.1
TCGA-E2-A574-01A 44 years, female, black or african american, stage:Stage IIA, alive, 1179 days 5712.6
TCGA-GM-A3XG-01A 46 years, female, white, stage:Stage IIIA, alive, 1330 days 5697.9
TCGA-AR-A5QM-01A 62 years, female, white, stage:Stage IIA, alive, 2231 days 5695.2
TCGA-E2-A1L9-01A 40 years, female, white, stage:Stage IIA, alive, 598 days 5693.0
TCGA-BH-A0DP-01A 60 years, female, white, stage:Stage IIB, alive, 476 days 5646.6
TCGA-BH-A0BT-01A 56 years, female, white, stage:Stage IIA, alive, 2365 days 5636.0
TCGA-A1-A0SF-01A 54 years, female, white, stage:Stage IIA, alive, 1463 days 5615.7
TCGA-AO-A0J9-01A 61 years, female, white, stage:Stage IIIC, alive, 1613 days 5598.9
TCGA-A2-A0YL-01A 48 years, female, white, stage:Stage IIIA, alive, 1474 days 5574.2
TCGA-C8-A1HF-01A 48 years, female, asian, stage:Stage IIA, alive, 332 days 5564.6
TCGA-A2-A0EQ-01A 64 years, female, black or african american, stage:Stage IIA, alive, 2426 days 5540.4
TCGA-BH-A18M-01A 39 years, female, white, stage:Stage IIIA, dead, 2207 days 5539.6
TCGA-AC-A3BB-01A 46 years, female, black or african american, stage:Stage IIIA, alive, 987 days 5539.3
TCGA-AO-A0J7-01A 71 years, female, white, stage:Stage IIB, alive, 618 days 5529.4
TCGA-A8-A093-01A 61 years, female, stage:Stage IIA, alive, 546 days 5499.0
TCGA-BH-A18G-01A 81 years, female, white, stage:Stage IA, alive, 149 days 5490.2
TCGA-EW-A1OZ-01A 56 years, female, black or african american, stage:Stage IIA, alive, 1229 days 5487.8
TCGA-BH-A0E2-01A 49 years, female, black or african american, stage:Stage IIIA, alive, 435 days 5481.4
TCGA-A2-A04T-01A 62 years, female, white, stage:Stage IIA, alive, 2246 days 5480.1
TCGA-BH-A0DT-01A 41 years, female, white, stage:Stage IIA, alive, 2403 days 5456.9
TCGA-AO-A124-01A 38 years, female, white, stage:Stage IIA, alive, 3506 days 5441.8
TCGA-A2-A0CR-01A 54 years, female, asian, stage:Stage IIB, alive, 3283 days 5437.5
TCGA-A2-A3XW-01A 42 years, female, black or african american, stage:Stage IIB, alive, 1712 days 5436.4
TCGA-BH-A42U-01A 80 years, female, black or african american, stage:Stage IIA, alive, 3364 days 5408.6
TCGA-BH-A0AW-01A 56 years, female, white, stage:Stage IIA, alive, 622 days 5398.4
TCGA-AO-A03L-01A 34 years, female, asian, stage:Stage IIIA, alive, 2442 days 5388.7
TCGA-Z7-A8R5-01A 61 years, female, white, stage:Stage IIIA, alive, 3287 days 5383.6
TCGA-E2-A14V-01A 53 years, female, white, stage:Stage IIB, alive, 1042 days 5380.7
TCGA-BH-A2L8-01A 45 years, female, white, stage:Stage IIA, alive, 612 days 5380.4
TCGA-BH-A18T-01A 70 years, female, white, stage:Stage IIA, dead, 224 days 5362.4
TCGA-E2-A15H-01A 38 years, female, white, stage:Stage IIA, alive, 393 days 5351.4
TCGA-E2-A14Z-01A 64 years, female, white, stage:Stage I, dead, 563 days 5341.3
TCGA-A1-A0SP-01A 40 years, female, stage:Stage IIA, alive, 584 days 5317.1
TCGA-E2-A576-01A 69 years, female, black or african american, stage:Stage IA, alive, 1043 days 5307.9
TCGA-E2-A10C-01A 54 years, female, white, stage:Stage IIB, alive, 1220 days 5307.8
TCGA-AC-A5EH-01A 76 years, female, black or african american, stage:Stage IIB, alive, 511 days 5284.5
TCGA-BH-A0W7-01A 49 years, female, white, stage:Stage I, alive, 1363 days 5284.0
TCGA-A2-A04P-01A 36 years, female, black or african american, stage:Stage IIIC, dead, 548 days 5242.2
TCGA-E2-A153-01A 51 years, female, white, stage:Stage IIB, alive, 707 days 5218.9
TCGA-AO-A0JL-01A 59 years, female, white, stage:Stage IIIA, alive, 1683 days 5215.5
TCGA-A2-A259-01A 70 years, female, black or african american, stage:Stage I, alive, 1596 days 5210.1
TCGA-D8-A1Y1-01A 80 years, female, white, stage:Stage IIIA, dead, 302 days 5167.5
TCGA-OL-A66O-01A 39 years, female, black or african american, stage:Stage IIB, alive, 528 days 5154.2
TCGA-AO-A0JD-01A 59 years, female, white, stage:Stage IIIA, alive, 2190 days 5152.9
TCGA-AC-A3W7-01A 66 years, female, white, stage:Stage IIB, alive, 471 days 5131.3
TCGA-E9-A1R0-01A 58 years, female, white, stage:Stage IIA, alive, 860 days 5125.4
TCGA-C8-A130-01A 52 years, female, asian, stage:Stage IIIA, alive, 370 days 5124.7
TCGA-B6-A0RM-01A 57 years, female, black or african american, stage:Stage X, dead, 2373 days 5109.6
TCGA-HN-A2OB-01A 45 years, female, stage:Stage IIB, dead, 1900 days 5107.1
TCGA-AN-A0AM-01A 56 years, female, white, stage:Stage IIA, alive, 5 days 5099.4
TCGA-GM-A2DL-01A 50 years, female, white, stage:Stage I, alive, 3519 days 5073.2
TCGA-B6-A0RV-01A 42 years, female, white, stage:Stage IIIA, alive, 5156 days 5072.2
TCGA-OL-A5RX-01A 51 years, female, black or african american, stage:Stage IA, alive, 878 days 5068.5
TCGA-GM-A2DI-01A 52 years, female, white, stage:Stage I, alive, 2590 days 5064.9
TCGA-GM-A2DD-01A 53 years, female, white, stage:Stage I, alive, 2282 days 5056.9
TCGA-AC-A23E-01A 50 years, female, white, stage:Stage IIB, alive, 698 days 5048.9
TCGA-E9-A1NA-01A 58 years, female, white, stage:Stage IIA, alive, 1112 days 5035.5
TCGA-BH-A18U-01A 72 years, female, white, stage:Stage IIIA, dead, 1563 days 5035.2
TCGA-A1-A0SE-01A 56 years, female, white, stage:Stage I, alive, 1321 days 5015.4
TCGA-E2-A1IF-01A 74 years, female, white, stage:Stage I, alive, 1138 days 5009.2
TCGA-EW-A1P6-01A 64 years, female, white, stage:Stage IIB, alive, 562 days 5004.7
TCGA-AR-A0TP-01A 43 years, female, white, stage:Stage IIA, alive, 4275 days 4999.8
TCGA-A8-A086-01A 59 years, female, stage:Stage IIA, alive, 396 days 4990.7
TCGA-BH-A0HP-01A 65 years, female, white, stage:Stage IIIA, alive, 414 days 4962.3
TCGA-LL-A5YL-01A 64 years, female, white, stage:Stage IIB, alive, 519 days 4961.3
TCGA-B6-A0RQ-01A 68 years, female, white, stage:Stage IIB, dead, 4267 days 4947.5
TCGA-A8-A06R-01A 69 years, female, stage:Stage IIB, alive, 547 days 4947.2
TCGA-AC-A2QJ-01A 48 years, female, white, stage:Stage IIIB, dead, 446 days 4943.1
TCGA-A8-A0A9-01A 80 years, female, stage:Stage IIA, alive, 822 days 4938.5
TCGA-A2-A0CV-01A 41 years, female, asian, stage:Stage IIB, alive, 3011 days 4935.1
TCGA-C8-A1HK-01A 53 years, female, asian, stage:Stage IIB, alive, 366 days 4921.8
TCGA-D8-A27W-01A 55 years, female, white, stage:Stage IIIB, alive, 373 days 4920.2
TCGA-W8-A86G-01A 66 years, female, white, stage:Stage IIA, alive, 347 days 4918.4
TCGA-C8-A12O-01A 50 years, female, asian, stage:Stage IIA, alive, 385 days 4914.1
TCGA-A8-A06X-01A 77 years, female, stage:Stage IIB, dead, 943 days 4913.6
TCGA-AN-A0XT-01A 54 years, female, white, stage:Stage IIIA, alive, 10 days 4898.0
TCGA-MS-A51U-01A 44 years, female, white, stage:Stage IIB, alive, 681 days 4891.0
TCGA-BH-A0HN-01A 67 years, female, white, stage:Stage IA, alive, 516 days 4880.3
TCGA-AC-A3YJ-01A 66 years, female, white, stage:Stage IIA, alive, 754 days 4878.6
TCGA-AR-A24X-01A 52 years, female, white, stage:Stage IIA, alive, 3004 days 4878.0
TCGA-OL-A66L-01A 71 years, female, black or african american, stage:Stage IA, alive, 1301 days 4869.6
TCGA-D8-A1X6-01A 80 years, female, white, stage:Stage IIIA, alive, 541 days 4862.0
TCGA-A2-A1G4-01A 71 years, female, white, stage:Stage IIIA, alive, 595 days 4855.8
TCGA-BH-A0HQ-01A 56 years, female, white, stage:Stage IIA, alive, 1121 days 4855.1
TCGA-AO-A125-01A 72 years, female, black or african american, stage:Stage IIA, alive, 3456 days 4848.2
TCGA-A2-A4RY-01A 46 years, female, white, stage:Stage IIIC, alive, 648 days 4839.8
TCGA-A2-A0T0-01A 59 years, female, white, stage:Stage IIB, alive, 533 days 4819.7
TCGA-LD-A9QF-01A 73 years, female, black or african american, stage:Stage IA, alive, 323 days 4817.8
TCGA-AO-A12A-01A 47 years, female, white, stage:Stage IIA, alive, 3112 days 4817.0
TCGA-OL-A5D8-01A 40 years, female, black or african american, stage:Stage IIB, alive, 973 days 4813.0
TCGA-BH-A0HB-01A 55 years, female, white, stage:Stage IA, alive, 806 days 4784.3
TCGA-B6-A0IA-01A 51 years, female, white, stage:Stage IIA, alive, 8391 days 4784.3
TCGA-A7-A3RF-01A 79 years, female, white, stage:Stage IIA, alive, 408 days 4781.1
TCGA-EW-A1OY-01A 63 years, female, white, stage:Stage IIA, alive, 908 days 4775.1
TCGA-E9-A295-01A 71 years, female, white, stage:Stage IIA, alive, 375 days 4759.7
TCGA-E2-A1B5-01A 46 years, female, white, stage:Stage IIA, alive, 984 days 4754.7
TCGA-A2-A0CQ-01A 62 years, female, black or african american, stage:Stage IA, alive, 2695 days 4735.2
TCGA-GM-A2DB-01A 62 years, female, white, stage:Stage IIA, alive, 2406 days 4734.4
TCGA-AR-A1AT-01A 62 years, female, white, stage:Stage IIA, dead, 1272 days 4732.6
TCGA-BH-A0E0-01A 38 years, female, white, stage:Stage IIIC, alive, 134 days 4729.7
TCGA-AR-A1AH-01A 51 years, female, white, stage:Stage IIB, alive, 3807 days 4728.7
TCGA-E2-A156-01A 61 years, female, white, stage:Stage I, alive, 726 days 4725.0
TCGA-AO-A1KQ-01A 84 years, male, white, stage:Stage IIIB, alive, 1882 days 4721.2
TCGA-E2-A15K-01A 58 years, female, white, stage:Stage IIB, alive, 275 days 4719.5
TCGA-E9-A3QA-01A 33 years, female, white, stage:Stage IIA, alive, 918 days 4704.1
TCGA-BH-A28Q-01A 46 years, female, white, stage:Stage IIB, alive, 1119 days 4689.0
TCGA-BH-A42T-01A 75 years, female, black or african american, stage:Stage IIA, dead, 320 days 4682.0
TCGA-A8-A08T-01A 64 years, female, stage:Stage IV, dead, 3409 days 4669.8
TCGA-E9-A3HO-01A 49 years, female, white, stage:Stage IIA, alive, 1158 days 4669.0
TCGA-B6-A0IQ-01A 40 years, female, white, stage:Stage IIIA, alive, 4285 days 4668.0
TCGA-BH-A5J0-01A 63 years, female, black or african american, stage:Stage IA, alive, 715 days 4657.0
TCGA-BH-A0AY-01A 62 years, female, white, stage:Stage IIA, alive, 777 days 4654.1
TCGA-BH-A0HA-01A 31 years, female, white, stage:Stage I, alive, 1611 days 4654.0
TCGA-A8-A085-01A 44 years, male, stage:Stage IIB, alive, 1124 days 4649.7
TCGA-C8-A12U-01A 46 years, female, asian, stage:Stage IIB, alive, 385 days 4641.0
TCGA-C8-A1HL-01A 38 years, female, asian, stage:Stage IIIA, alive, 317 days 4638.7
TCGA-E9-A1N5-01A 45 years, female, white, stage:Stage IIB, alive, 1120 days 4635.3
TCGA-B6-A0RU-01A 40 years, female, white, stage:Stage IA, alive, 8605 days 4631.0
TCGA-AR-A2LO-01A 46 years, female, white, stage:Stage IIB, alive, 1198 days 4629.8
TCGA-BH-A0B8-01A 64 years, female, white, stage:Stage I, alive, 1569 days 4601.3
TCGA-A2-A04W-01A 50 years, female, white, stage:Stage IIB, alive, 3102 days 4564.8
TCGA-AR-A1AI-01A 47 years, female, white, stage:Stage IIA, alive, 3296 days 4560.0
TCGA-AR-A1AN-01A 46 years, female, white, stage:Stage IIA, alive, 2920 days 4558.4
TCGA-GM-A2DA-01A 46 years, female, white, stage:Stage IIB, dead, 6593 days 4552.1
TCGA-A2-A3XX-01A 49 years, female, black or african american, stage:Stage IIA, dead, 1439 days 4551.8
TCGA-BH-A18J-01A 56 years, female, white, stage:Stage IV, dead, 612 days 4539.1
TCGA-E2-A15D-01A 47 years, female, white, stage:Stage IIA, alive, 526 days 4536.3
TCGA-BH-A0BC-01A 60 years, female, white, stage:Stage IIIC, alive, 974 days 4535.0
TCGA-B6-A0WY-01A 40 years, female, white, stage:Stage IIIA, dead, 3461 days 4523.2
TCGA-EW-A424-01A 51 years, female, white, stage:Stage IIIA, alive, 715 days 4519.8
TCGA-AR-A1AX-01A 64 years, female, white, stage:Stage I, alive, 2629 days 4515.0
TCGA-AO-A0J8-01A 61 years, female, white, stage:Stage IIA, alive, 680 days 4500.1
TCGA-E2-A154-01A 68 years, female, white, stage:Stage I, alive, 591 days 4476.9
TCGA-E2-A1LE-01A 71 years, female, white, stage:Stage IIIC, dead, 879 days 4458.7
TCGA-AN-A0AT-01A 62 years, female, white, stage:Stage IIA, alive, 10 days 4456.8
TCGA-AR-A24Q-01A 49 years, female, white, stage:Stage IIB, alive, 3172 days 4438.9
TCGA-AR-A0TY-01A 54 years, female, white, stage:Stage IIA, dead, 1699 days 4424.6
TCGA-AO-A129-01A 29 years, female, white, stage:Stage IIB, alive, 3286 days 4418.1
TCGA-OL-A66H-01A 74 years, female, black or african american, stage:Stage IB, alive, 812 days 4414.9
TCGA-A2-A0SY-01A 62 years, female, white, stage:Stage IIIA, alive, 1347 days 4385.6
TCGA-AN-A0G0-01A 56 years, female, white, stage:Stage IIA, alive, 16 days 4375.4
TCGA-A7-A6VW-01A 48 years, female, black or african american, stage:Stage IIA, alive, 285 days 4362.5
TCGA-D8-A1XL-01A 34 years, female, white, stage:Stage IIB, alive, 606 days 4347.0
TCGA-EW-A1P3-01A 48 years, female, white, stage:Stage IIA, alive, 1611 days 4330.2
TCGA-D8-A27T-01A 53 years, female, white, stage:Stage IIIC, alive, 398 days 4324.3
TCGA-D8-A1JD-01A 41 years, female, white, stage:Stage IIB, alive, 552 days 4312.3
TCGA-B6-A409-01A 44 years, female, black or african american, stage:Stage IIIA, dead, 573 days 4298.0
TCGA-A8-A08A-01A 89 years, female, stage:Stage I, alive, 30 days 4280.0
TCGA-E2-A10F-01A 47 years, female, white, stage:Stage IIA, alive, 878 days 4279.7
TCGA-GM-A2D9-01A 69 years, female, white, stage:Stage I, dead, 1812 days 4275.3
TCGA-D8-A27K-01A 47 years, female, white, stage:Stage IIB, alive, 1461 days 4264.4
TCGA-A2-A0YM-01A 67 years, female, white, stage:Stage IIA, alive, 965 days 4255.0
TCGA-B6-A40C-01A 51 years, female, white, stage:Stage IIB, alive, 2164 days 4248.8
TCGA-BH-A28O-01A 50 years, female, white, stage:Stage IIIC, alive, 1120 days 4247.7
TCGA-AR-A5QP-01A 54 years, female, white, stage:Stage IIB, alive, 1185 days 4245.2
TCGA-E2-A14U-01A 74 years, female, white, stage:Stage I, alive, 1318 days 4243.0
TCGA-E9-A54Y-01A 63 years, female, white, stage:Stage IIIA, alive, 725 days 4240.5
TCGA-A7-A0CG-01A 78 years, female, white, stage:Stage IIA, alive, 1043 days 4240.5
TCGA-GM-A2DO-01A 54 years, female, black or african american, stage:Stage I, alive, 2596 days 4240.2
TCGA-D8-A3Z5-01A 54 years, female, white, stage:Stage IIIC, alive, 1015 days 4239.6
TCGA-BH-A1ES-01A 35 years, female, white, stage:Stage IIB, dead, 3462 days 4238.1
TCGA-A2-A04N-01A 66 years, female, white, stage:Stage IA, alive, 4354 days 4220.7
TCGA-A7-A425-01A 70 years, female, white, stage:Stage IIIC, alive, 447 days 4202.2
TCGA-EW-A1J3-01A 61 years, female, white, stage:Stage IA, alive, 504 days 4200.0
TCGA-AR-A254-01A 50 years, female, white, stage:Stage IIIA, alive, 2605 days 4194.4
TCGA-EW-A1IY-01A 38 years, female, asian, stage:Stage I, alive, 258 days 4194.4
TCGA-OL-A6VR-01A 48 years, female, black or african american, stage:Stage IA, alive, 1220 days 4192.9
TCGA-A8-A095-01A 45 years, female, stage:Stage I, alive, 1277 days 4181.9
TCGA-D8-A1Y2-01A 71 years, female, white, stage:Stage IIA, alive, 433 days 4179.6
TCGA-E9-A244-01A 54 years, female, white, stage:Stage IIA, alive, 21 days 4174.1
TCGA-D8-A1XA-01A 64 years, female, white, stage:Stage IA, alive, 839 days 4173.8
TCGA-3C-AALK-01A 52 years, female, black or african american, stage:Stage IA, alive, 1448 days 4168.1
TCGA-3C-AALJ-01A 62 years, female, black or african american, stage:Stage IIB, alive, 1474 days 4168.0
TCGA-BH-A0B0-01A 56 years, female, black or african american, stage:Stage I, alive, 2477 days 4164.4
TCGA-BH-A0EB-01A 69 years, female, white, stage:Stage IA, alive, 745 days 4154.5
TCGA-C8-A12Z-01A 45 years, female, asian, stage:Stage IIB, alive, 382 days 4149.6
TCGA-GM-A2DM-01A 57 years, female, white, stage:Stage IIA, alive, 3226 days 4148.3
TCGA-AC-A5XU-01A 74 years, female, black or african american, stage:Stage IIB, alive, 455 days 4147.9
TCGA-EW-A1J1-01A 38 years, female, white, stage:Stage IIB, alive, 575 days 4146.5
TCGA-AQ-A1H3-01A 49 years, female, white, stage:Stage IIIC, alive, 989 days 4141.3
TCGA-A2-A0EY-01A 62 years, female, white, stage:Stage IIB, alive, 1925 days 4139.2
TCGA-E9-A247-01A 59 years, female, white, stage:Stage IA, alive, 1186 days 4138.3
TCGA-B6-A0RS-01A 38 years, female, white, stage:Stage IIA, dead, 3063 days 4134.7
TCGA-BH-A0W4-01A 46 years, female, white, stage:Stage IIA, alive, 759 days 4133.2
TCGA-A8-A08C-01A 65 years, female, stage:Stage IIA, alive, 881 days 4124.5
TCGA-BH-A0B6-01A 47 years, female, white, stage:Stage I, alive, 2483 days 4118.8
TCGA-D8-A141-01A 40 years, female, white, stage:'--, alive, 626 days 4112.1
TCGA-B6-A0WX-01A 40 years, female, black or african american, stage:Stage IIIA, dead, 639 days 4111.6
TCGA-AO-A0JC-01A 64 years, female, white, stage:Stage IIA, alive, 1547 days 4109.5
TCGA-E2-A14W-01A 78 years, male, white, stage:Stage IIA, alive, 974 days 4101.5
TCGA-BH-A0GY-01A 67 years, female, white, stage:Stage IIA, alive, 923 days 4098.7
TCGA-LL-A7T0-01A 70 years, female, black or african american, stage:Stage IIB, alive, 376 days 4097.2
TCGA-BH-A1FD-01A 68 years, female, white, stage:Stage I, dead, 1009 days 4093.1
TCGA-LL-A5YM-01A 88 years, female, black or african american, stage:Stage IIIB, alive, 394 days 4092.9
TCGA-5L-AAT1-01A 63 years, female, white, stage:Stage IV, alive, 1471 days 4078.8
TCGA-E9-A1N8-01A 48 years, female, white, stage:Stage IIA, alive, 1039 days 4074.8
TCGA-S3-A6ZG-01A 71 years, female, black or african american, stage:Stage IIB, alive, 562 days 4072.0
TCGA-WT-AB41-01A 55 years, female, black or african american, stage:Stage IIB, alive, 1611 days 4070.6
TCGA-AN-A049-01A 62 years, female, white, stage:Stage IIA, alive, 19 days 4070.2
TCGA-E2-A15E-01A 40 years, female, white, stage:Stage IIA, alive, 630 days 4065.1
TCGA-OL-A66N-01A 59 years, female, white, stage:Stage IIIC, alive, 792 days 4056.6
TCGA-E2-A14N-01A 37 years, female, white, stage:Stage IIB, alive, 1434 days 4056.0
TCGA-A2-A0YE-01A 48 years, female, white, stage:Stage IIB, alive, 554 days 4054.5
TCGA-A8-A09Q-01A 83 years, female, stage:Stage IIIB, alive, 761 days 4051.3
TCGA-GM-A4E0-01A 67 years, female, white, stage:Stage IIIC, alive, 2191 days 4050.7
TCGA-A2-A0CO-01A 85 years, female, white, stage:Stage IIB, dead, 1468 days 4047.8
TCGA-OL-A66K-01A 72 years, female, white, stage:Stage IIA, dead, 1275 days 4047.7
TCGA-AR-A1AY-01A 65 years, female, white, stage:Stage I, alive, 1026 days 4043.1
TCGA-E2-A1IN-01A 60 years, female, white, stage:Stage I, alive, 675 days 4035.8
TCGA-A8-A0A4-01A 73 years, female, stage:Stage IIA, alive, 396 days 4030.5
TCGA-OL-A5DA-01A 61 years, female, white, stage:Stage IIA, alive, 1783 days 4028.6
TCGA-GM-A5PV-01A 63 years, female, white, stage:Stage IIB, alive, 412 days 4024.7
TCGA-A8-A08B-01A 52 years, female, stage:Stage IIA, alive, 1156 days 4018.5
TCGA-GM-A3NY-01A 72 years, female, white, stage:Stage IIB, alive, 1162 days 4018.0
TCGA-BH-A18F-01A 50 years, female, white, stage:Stage IIA, alive, 1001 days 4017.9
TCGA-E2-A155-01A 58 years, female, white, stage:Stage IIB, alive, 640 days 4014.5
TCGA-AN-A0AJ-01A 79 years, female, white, stage:Stage IIB, alive, 303 days 4006.1
TCGA-AC-A62X-01A 72 years, female, black or african american, stage:Stage IIA, alive, 417 days 3993.2
TCGA-A8-A0AB-01A 54 years, female, stage:Stage IIA, alive, 518 days 3990.3
TCGA-C8-A137-01A 34 years, female, asian, stage:Stage IIB, alive, 379 days 3989.8
TCGA-AC-A2B8-01A 84 years, female, white, stage:Stage IIB, alive, 677 days 3988.3
TCGA-BH-A0BG-01A 73 years, female, white, stage:Stage I, alive, 1871 days 3987.0
TCGA-S3-AA12-01A 82 years, female, black or african american, stage:Stage IIIA, alive, 574 days 3985.7
TCGA-AO-A03V-01A 41 years, female, white, stage:Stage I, alive, 1351 days 3984.2
TCGA-AO-A03R-01A 57 years, female, white, stage:Stage IIB, alive, 2091 days 3975.4
TCGA-AO-A1KS-01A 69 years, female, white, stage:Stage IIA, alive, 350 days 3972.7
TCGA-EW-A1OW-01A 58 years, female, black or african american, stage:Stage IIA, alive, 694 days 3961.2
TCGA-E2-A1B4-01A 74 years, female, white, stage:Stage IIIA, dead, 1004 days 3947.5
TCGA-AO-A03P-01A 54 years, female, black or african american, stage:Stage IIB, dead, 2911 days 3941.4
TCGA-5L-AAT0-01A 42 years, female, white, stage:Stage IIA, alive, 1477 days 3940.0
TCGA-E2-A158-01A 43 years, female, white, stage:Stage IIA, alive, 450 days 3938.0
TCGA-AR-A24P-01A 47 years, female, white, stage:Stage I, alive, 84 days 3937.5
TCGA-BH-A0C0-01A 62 years, female, white, stage:Stage IIA, alive, 1270 days 3933.3
TCGA-AN-A0FZ-01A 45 years, female, white, stage:Stage IIIA, alive, 10 days 3927.5
TCGA-A2-A1G6-01A 50 years, female, white, stage:Stage IIIA, alive, 501 days 3920.1
TCGA-A2-A3Y0-01A 57 years, female, black or african american, stage:Stage IIB, alive, 1546 days 3916.2
TCGA-A2-A0CK-01A 60 years, female, white, stage:Stage IIIA, alive, 4159 days 3904.7
TCGA-BH-A8FZ-01A 58 years, female, white, stage:Stage IA, alive, 574 days 3904.7
TCGA-AC-A2FF-01A 40 years, female, asian, stage:Stage IIB, alive, 2759 days 3900.7
TCGA-AO-A1KO-01A 46 years, female, white, stage:Stage IIB, alive, 622 days 3897.7
TCGA-BH-A0EE-01A 68 years, female, white, stage:Stage IIB, alive, 943 days 3885.7
TCGA-OL-A66I-01A 36 years, female, black or african american, stage:Stage IIA, alive, 714 days 3883.9
TCGA-BH-A18R-01A 50 years, female, white, stage:Stage IIA, dead, 1142 days 3878.8
TCGA-B6-A0RG-01A 26 years, female, white, stage:Stage IIB, alive, 2082 days 3862.4
TCGA-A7-A5ZW-01A 47 years, female, black or african american, stage:Stage IIA, alive, 326 days 3860.0
TCGA-AN-A046-01A 68 years, female, white, stage:Stage IIA, alive, 10 days 3856.1
TCGA-AR-A5QQ-01A 68 years, female, white, stage:Stage IIIA, dead, 322 days 3842.8
TCGA-OL-A5D6-01A 71 years, female, black or african american, stage:Stage IIA, dead, 1104 days 3838.7
TCGA-E9-A54X-01A 85 years, female, white, stage:Stage IA, alive, 727 days 3832.4
TCGA-AN-A0FX-01A 52 years, female, white, stage:Stage IIA, alive, 10 days 3831.8
TCGA-AR-A1AU-01A 39 years, female, white, stage:Stage IIIA, alive, 2868 days 3828.7
TCGA-C8-A131-01A 82 years, female, asian, stage:Stage IIIA, alive, 411 days 3828.2
TCGA-A7-A4SF-01A 54 years, female, black or african american, stage:Stage IIA, alive, 545 days 3825.8
TCGA-C8-A1HO-01A 34 years, female, asian, stage:Stage IIIC, alive, 375 days 3824.8
TCGA-B6-A400-01A 43 years, female, black or african american, stage:Stage IIIA, alive, 215 days 3820.3
TCGA-A7-A5ZX-01A 48 years, female, white, stage:Stage IIIC, alive, 336 days 3819.7
TCGA-GM-A5PX-01A 65 years, female, white, stage:Stage IIB, alive, 551 days 3815.0
TCGA-E9-A2JS-01A 72 years, female, white, stage:Stage IIB, dead, 904 days 3814.3
TCGA-LQ-A4E4-01A 73 years, female, white, stage:Stage IIIA, alive, 849 days 3810.9
TCGA-BH-A0W5-01A 77 years, female, white, stage:Stage IIA, alive, 1288 days 3810.4
TCGA-AO-A0J6-01A 61 years, female, white, stage:Stage IIA, alive, 1140 days 3809.8
TCGA-A7-A0CJ-01A 57 years, female, white, stage:Stage IIA, alive, 931 days 3808.3
TCGA-BH-A18L-01A 50 years, female, white, stage:Stage IIIA, dead, 811 days 3804.3
TCGA-D8-A142-01A 74 years, female, white, stage:Stage IIB, alive, 425 days 3803.8
TCGA-A2-A3XZ-01A 46 years, female, black or african american, stage:Stage I, alive, 1532 days 3790.5
TCGA-E2-A108-01A 64 years, female, white, stage:Stage IIIA, alive, 837 days 3790.2
TCGA-BH-A0H3-01A 46 years, female, white, stage:Stage I, alive, 1928 days 3788.7
TCGA-BH-A0BP-01A 76 years, female, white, stage:Stage I, dead, 2296 days 3784.4
TCGA-EW-A6SA-01A 59 years, male, black or african american, stage:Stage II, alive, 510 days 3780.4
TCGA-A7-A426-01A 50 years, female, white, stage:Stage IIIC, alive, 364 days 3771.9
TCGA-BH-A0BZ-01A 59 years, female, white, stage:Stage IIIA, alive, 2255 days 3766.7
TCGA-3C-AAAU-01A 55 years, female, white, stage:Stage X, alive, 4047 days 3759.2
TCGA-E2-A1LH-01A 59 years, female, white, stage:Stage I, alive, 3247 days 3753.1
TCGA-A8-A09W-01A 70 years, female, stage:Stage IIIB, alive, 30 days 3752.3
TCGA-B6-A401-01A 47 years, female, black or african american, stage:Stage IIA, alive, 2596 days 3749.9
TCGA-D8-A1Y0-01A 65 years, female, white, stage:Stage IIIA, alive, 472 days 3744.0
TCGA-EW-A1P0-01A 55 years, female, white, stage:Stage IIB, alive, 1251 days 3741.7
TCGA-AO-A0J4-01A 41 years, female, black or african american, stage:Stage IA, alive, 1587 days 3732.4
TCGA-E2-A15G-01A 76 years, female, white, stage:Stage IIA, alive, 554 days 3729.7
TCGA-BH-A0BR-01A 59 years, female, white, stage:Stage I, alive, 2330 days 3725.7
TCGA-BH-AB28-01A 53 years, female, white, stage:Stage IIIA, alive, 287 days 3724.0
TCGA-AN-A03Y-01A 66 years, female, white, stage:Stage IIA, alive, 10 days 3723.4
TCGA-BH-A8FY-01A 87 years, female, white, stage:Stage IA, dead, 295 days 3718.6
TCGA-BH-A1FL-01A 69 years, female, white, stage:Stage IIB, dead, 1673 days 3712.8
TCGA-OL-A5RV-01A 43 years, female, black or african american, stage:Stage IIIC, alive, 1062 days 3707.1
TCGA-OK-A5Q2-01A 59 years, female, stage:Stage II, alive, 64 days 3706.1
TCGA-AO-A1KT-01A 78 years, female, white, stage:Stage IIA, alive, 541 days 3704.0
TCGA-E2-A1B0-01A 50 years, female, white, stage:Stage IIIA, alive, 1631 days 3702.5
TCGA-BH-A0HO-01A 48 years, female, white, stage:Stage IIA, alive, 76 days 3689.5
TCGA-E2-A572-01A 72 years, female, black or african american, stage:Stage IIIA, alive, 1208 days 3689.1
TCGA-C8-A273-01A 29 years, female, asian, stage:Stage IIB, alive, 513 days 3688.2
TCGA-A2-A4RW-01A 49 years, female, white, stage:Stage IIIC, alive, 222 days 3685.8
TCGA-A8-A06Z-01A 84 years, female, stage:Stage IIB, alive, 31 days 3675.6
TCGA-D8-A4Z1-01A 68 years, female, white, stage:Stage IA, alive, 659 days 3674.2
TCGA-AR-A2LK-01A 62 years, female, white, stage:Stage III, dead, 1649 days 3659.9
TCGA-E2-A107-01A 54 years, female, white, stage:Stage IIIA, alive, 1047 days 3658.7
TCGA-OL-A97C-01A 67 years, female, black or african american, stage:Stage IIB, alive, 271 days 3652.7
TCGA-A2-A3XT-01A 45 years, female, black or african american, stage:Stage IIB, alive, 2770 days 3649.9
TCGA-D8-A1XB-01A 62 years, female, white, stage:Stage IIB, alive, 552 days 3648.3
TCGA-A2-A0EO-01A 54 years, female, white, stage:Stage IA, alive, 2442 days 3647.2
TCGA-PE-A5DE-01A 41 years, female, white, stage:Stage IIA, alive, 2645 days 3642.5
TCGA-LL-A5YP-01A 49 years, female, black or african american, stage:Stage IIB, alive, 450 days 3642.4
TCGA-A8-A09M-01A 75 years, female, stage:Stage IIIC, alive, 1006 days 3641.4
TCGA-BH-A0RX-01A 59 years, female, white, stage:Stage IIA, alive, 170 days 3637.9
TCGA-A1-A0SN-01A 50 years, female, white, stage:Stage IIA, alive, 1196 days 3637.5
TCGA-BH-A0DV-01A 54 years, female, white, stage:Stage IIIA, alive, 2064 days 3631.6
TCGA-LL-A8F5-01A 61 years, female, black or african american, stage:Stage IIA, alive, 596 days 3625.7
TCGA-BH-A1FU-01A 44 years, female, white, stage:Stage IA, dead, 1688 days 3624.8
TCGA-BH-A0DD-01A 58 years, male, white, stage:Stage IIB, alive, 2486 days 3621.6
TCGA-A2-A0CM-01A 40 years, female, black or african american, stage:Stage IIA, dead, 754 days 3618.4
TCGA-D8-A27L-01A 49 years, female, white, stage:Stage IIIA, alive, 499 days 3618.1
TCGA-A8-A09T-01A 68 years, female, stage:'--, alive, 579 days 3617.8
TCGA-A2-A0CS-01A 73 years, female, white, stage:Stage IV, dead, 2348 days 3608.9
TCGA-GM-A2DN-01A 58 years, female, white, stage:Stage IIA, alive, 3091 days 3605.8
TCGA-A2-A0EP-01A 56 years, female, white, stage:Stage I, alive, 3603 days 3604.7
TCGA-E2-A15O-01A 89 years, female, black or african american, stage:Stage I, alive, 289 days 3599.7
TCGA-EW-A1PG-01A 53 years, female, white, stage:Stage IIB, alive, 1051 days 3598.8
TCGA-BH-A18N-01A 88 years, female, white, stage:Stage IIA, dead, 468 days 3595.8
TCGA-E2-A1IO-01A 37 years, female, white, stage:Stage I, alive, 1855 days 3591.7
TCGA-E9-A22G-01A 47 years, female, white, stage:Stage IIA, alive, 1239 days 3591.2
TCGA-BH-A0HX-01A 54 years, female, white, stage:Stage IIB, alive, 829 days 3587.8
TCGA-AR-A0TV-01A 66 years, female, stage:Stage IIA, alive, 2288 days 3584.8
TCGA-E9-A228-01A 58 years, female, white, stage:Stage IIB, alive, 1285 days 3582.0
TCGA-E2-A105-01A 79 years, female, white, stage:Stage IIA, alive, 1308 days 3573.9
TCGA-BH-A0DI-01A 63 years, female, white, stage:Stage IIB, alive, 912 days 3571.8
TCGA-BH-A0DZ-01A 43 years, female, white, stage:Stage IIB, alive, 495 days 3569.6
TCGA-A7-A4SE-01A 54 years, female, black or african american, stage:Stage IIA, alive, 644 days 3565.4
TCGA-BH-A0B5-01A 40 years, female, white, stage:Stage IIIA, alive, 2136 days 3563.9
TCGA-A2-A0T2-01A 66 years, female, white, stage:Stage IV, dead, 255 days 3557.5
TCGA-A8-A092-01A 48 years, female, stage:Stage IIIA, alive, 942 days 3552.2
TCGA-LD-A74U-01A 79 years, female, white, stage:Stage IIIC, alive, 402 days 3548.7
TCGA-A8-A07Z-01A 85 years, female, stage:Stage IIA, alive, 1371 days 3546.8
TCGA-B6-A0IP-01A 74 years, female, white, stage:Stage IA, dead, 3926 days 3546.7
TCGA-BH-A0EA-01A 72 years, female, white, stage:Stage IIA, dead, 991 days 3538.1
TCGA-E2-A14Q-01A 50 years, female, white, stage:Stage IIB, alive, 1163 days 3536.2
TCGA-BH-A0HY-01A 60 years, female, white, stage:Stage I, alive, 1545 days 3528.6
TCGA-OL-A5S0-01A 66 years, female, black or african american, stage:Stage IIB, alive, 620 days 3528.3
TCGA-E9-A1N6-01A 52 years, female, white, stage:Stage IIB, dead, 678 days 3519.7
TCGA-A2-A4S2-01A 62 years, female, white, stage:Stage IIIA, alive, 643 days 3507.3
TCGA-B6-A0IK-01A 63 years, female, white, stage:Stage IIIB, dead, 571 days 3502.1
TCGA-C8-A1HI-01A 40 years, female, asian, stage:Stage IIIA, alive, 343 days 3496.3
TCGA-4H-AAAK-01A 50 years, female, white, stage:Stage IIIA, alive, 348 days 3491.4
TCGA-A2-A1FX-01A 61 years, female, white, stage:Stage IIIA, alive, 1847 days 3486.9
TCGA-D8-A1XO-01A 56 years, female, white, stage:Stage IIB, alive, 1682 days 3479.3
TCGA-AO-A12E-01A 51 years, female, white, stage:Stage IIB, alive, 2142 days 3474.4
TCGA-BH-A18Q-01A 56 years, female, white, stage:Stage IIB, dead, 1692 days 3474.3
TCGA-E2-A2P6-01A 77 years, female, stage:Stage IIB, alive, 1051 days 3471.2
TCGA-BH-A0BM-01A 54 years, female, white, stage:Stage IIB, alive, 1876 days 3461.4
TCGA-E9-A1N9-01A 58 years, female, white, stage:Stage IIA, alive, 1101 days 3449.7
TCGA-AR-A1AM-01A 52 years, female, white, stage:Stage IIIA, alive, 2991 days 3449.6
TCGA-A2-A0D2-01A 45 years, female, white, stage:Stage IIA, alive, 1027 days 3445.6
TCGA-A2-A25A-01A 44 years, female, white, stage:Stage IIA, alive, 3276 days 3438.0
TCGA-E9-A1R6-01A 63 years, female, white, stage:Stage IIA, alive, 339 days 3435.8
TCGA-B6-A40B-01A 76 years, female, white, stage:Stage I, alive, 3152 days 3435.5
TCGA-B6-A0RL-01A 60 years, female, black or african american, stage:Stage IIA, dead, 2469 days 3434.1
TCGA-E2-A56Z-01A 69 years, female, black or african american, stage:Stage IIB, alive, 252 days 3434.0
TCGA-D8-A1JP-01A 73 years, female, white, stage:Stage IA, alive, 639 days 3428.1
TCGA-A7-A3IY-01A 71 years, female, white, stage:Stage I, alive, 345 days 3425.3
TCGA-BH-A1FE-01A 31 years, female, white, stage:Stage IIB, dead, 2273 days 3424.3
TCGA-D8-A143-01A 51 years, female, white, stage:Stage IIA, alive, 431 days 3422.1
TCGA-EW-A1PH-01A 52 years, female, white, stage:Stage IIA, alive, 607 days 3418.0
TCGA-AN-A0XN-01A 68 years, female, white, stage:Stage IIIA, alive, 10 days 3411.7
TCGA-AC-A6IW-01A 73 years, female, black or african american, stage:Stage IIA, alive, 413 days 3411.2
TCGA-A7-A56D-01A 84 years, female, black or african american, stage:Stage IIA, alive, 448 days 3397.7
TCGA-A2-A0YJ-01A 39 years, female, white, stage:Stage IIIA, alive, 566 days 3393.7
TCGA-BH-A0DS-01A 71 years, female, white, stage:Stage IIIA, alive, 78 days 3392.5
TCGA-BH-A0DX-01A 62 years, female, white, stage:Stage I, alive, 2156 days 3389.7
TCGA-E9-A2JT-01A 63 years, female, white, stage:Stage IIA, alive, 288 days 3385.9
TCGA-A2-A0SV-01A 63 years, female, white, stage:Stage IV, dead, 825 days 3381.4
TCGA-BH-A5IZ-01A 51 years, female, black or african american, stage:Stage IIB, alive, 567 days 3380.2
TCGA-E2-A15L-01A 65 years, female, black or african american, stage:Stage IIA, alive, 626 days 3379.0
TCGA-AC-A8OP-01A 72 years, female, black or african american, stage:Stage IA, alive, 614 days 3375.7
TCGA-C8-A132-01A 56 years, female, asian, stage:Stage IIB, alive, 383 days 3370.8
TCGA-B6-A0X4-01A 62 years, female, white, stage:Stage IIB, dead, 860 days 3370.6
TCGA-A7-A26H-01A 72 years, female, white, stage:Stage IIA, alive, 724 days 3368.8
TCGA-BH-A18H-01A 63 years, female, white, stage:Stage IA, alive, 652 days 3368.2
TCGA-A8-A07P-01A 68 years, female, stage:Stage IIB, alive, 334 days 3364.3
TCGA-A2-A0T4-01A 62 years, female, white, stage:Stage IIA, alive, 624 days 3350.5
TCGA-D8-A1XJ-01A 76 years, female, white, stage:Stage IIIA, alive, 664 days 3348.6
TCGA-E9-A1R2-01A 51 years, female, white, stage:Stage IIIC, alive, 1063 days 3347.2
TCGA-AC-A5XS-01A 74 years, female, white, stage:Stage IIA, alive, 588 days 3345.3
TCGA-WT-AB44-01A 77 years, female, white, stage:Stage IA, alive, 883 days 3341.6
TCGA-E2-A1IK-01A 71 years, female, white, stage:Stage IIA, alive, 1800 days 3336.3
TCGA-AN-A0XR-01A 55 years, female, white, stage:Stage IIIA, alive, 10 days 3329.7
TCGA-BH-A0C3-01A 47 years, female, white, stage:Stage I, alive, 2709 days 3318.8
TCGA-A1-A0SG-01A 61 years, female, white, stage:Stage IIB, alive, 434 days 3311.7
TCGA-GM-A3XL-01A 49 years, female, black or african american, stage:Stage IIA, alive, 2108 days 3308.7
TCGA-UL-AAZ6-01A 73 years, female, black or african american, stage:Stage IIA, alive, 518 days 3305.7
TCGA-A7-A4SA-01A 40 years, female, white, stage:Stage IIB, alive, 454 days 3301.9
TCGA-LL-A50Y-01A 84 years, female, white, stage:Stage IIA, alive, 762 days 3299.8
TCGA-B6-A0WS-01A 58 years, female, black or african american, stage:Stage X, dead, 2965 days 3293.5
TCGA-AR-A1AJ-01A 83 years, female, white, stage:Stage I, alive, 2383 days 3290.7
TCGA-A8-A06Q-01A 63 years, female, stage:Stage IIIA, alive, 31 days 3285.3
TCGA-B6-A2IU-01A 62 years, female, white, stage:Stage IIA, alive, 5176 days 3284.3
TCGA-AR-A24S-01A 61 years, female, white, stage:Stage I, alive, 2976 days 3283.9
TCGA-AN-A0FK-01A 88 years, female, white, stage:Stage IIIB, alive, 213 days 3276.7
TCGA-E9-A1RC-01A 56 years, female, white, stage:Stage IIIC, alive, 1224 days 3274.6
TCGA-D8-A1J9-01A 48 years, female, white, stage:Stage IA, alive, 532 days 3271.4
TCGA-BH-A1FB-01A 60 years, female, white, stage:Stage IIB, dead, 3669 days 3267.3
TCGA-A8-A07S-01A 73 years, female, stage:Stage IIA, alive, 243 days 3260.9
TCGA-C8-A274-01A 63 years, female, asian, stage:Stage IIA, alive, 508 days 3259.1
TCGA-AR-A0U4-01A 54 years, female, white, stage:Stage IIA, alive, 3261 days 3257.2
TCGA-E2-A15I-01A 44 years, female, white, stage:Stage IIA, alive, 1692 days 3257.2
TCGA-E2-A1II-01A 51 years, female, white, stage:Stage I, alive, 1025 days 3252.8
TCGA-D8-A145-01A 80 years, female, white, stage:Stage IIA, alive, 410 days 3246.0
TCGA-BH-A0HF-01A 77 years, female, white, stage:Stage IA, alive, 727 days 3242.1
TCGA-A2-A1G1-01A 85 years, female, white, stage:Stage IIB, alive, 584 days 3239.2
TCGA-B6-A0IB-01A 64 years, female, white, stage:Stage IV, dead, 3941 days 3238.1
TCGA-BH-A0B3-01A 53 years, female, white, stage:Stage IIB, alive, 1203 days 3232.2
TCGA-A8-A06P-01A 63 years, female, stage:Stage IIIA, alive, 396 days 3231.6
TCGA-S3-AA17-01A 64 years, female, black or african american, stage:Stage IIB, alive, 424 days 3229.9
TCGA-AN-A0FV-01A 58 years, female, white, stage:Stage IIA, alive, 10 days 3229.8
TCGA-XX-A899-01A 46 years, female, white, stage:Stage IIIA, alive, 467 days 3224.4
TCGA-A8-A06O-01A 60 years, female, stage:Stage I, alive, 396 days 3223.4
TCGA-AN-A0FT-01A 63 years, female, white, stage:Stage IIB, alive, 214 days 3218.8
TCGA-EW-A1PB-01A 70 years, female, black or african american, stage:Stage IIIA, alive, 608 days 3216.5
TCGA-OL-A5RY-01A 52 years, female, black or african american, stage:Stage IIA, alive, 752 days 3215.2
TCGA-D8-A27R-01A 41 years, female, white, stage:Stage IIIC, alive, 307 days 3206.0
TCGA-BH-A1EY-01A 79 years, female, white, stage:Stage IIA, dead, 538 days 3203.0
TCGA-A7-A6VY-01A 48 years, female, black or african american, stage:Stage IIB, alive, 266 days 3201.3
TCGA-A8-A075-01A 42 years, female, stage:Stage IIB, alive, 518 days 3200.7
TCGA-A2-A0EU-01A 79 years, female, white, stage:Stage IA, alive, 1043 days 3198.7
TCGA-BH-A1F5-01A 62 years, female, white, stage:Stage IIA, dead, 2712 days 3197.4
TCGA-AR-A1AP-01A 80 years, female, white, stage:Stage I, alive, 2856 days 3195.6
TCGA-B6-A0IM-01A 75 years, female, black or african american, stage:Stage IIB, dead, 3873 days 3192.0
TCGA-BH-A0AZ-01A 47 years, female, white, stage:Stage IIIA, alive, 1919 days 3188.1
TCGA-BH-A0DG-01A 30 years, female, black or african american, stage:Stage IIA, alive, 2041 days 3179.2
TCGA-D8-A1XS-01A 48 years, male, white, stage:Stage IIIC, alive, 496 days 3176.8
TCGA-AC-A2QI-01A 76 years, female, white, stage:Stage IIIA, alive, 588 days 3174.7
TCGA-OL-A6VQ-01A 49 years, female, white, stage:Stage IIA, alive, 600 days 3174.2
TCGA-BH-A0DK-01A 49 years, female, white, stage:Stage IIA, alive, 423 days 3172.2
TCGA-BH-A0H6-01A 82 years, female, white, stage:Stage I, alive, 747 days 3171.8
TCGA-BH-A1FG-01A 88 years, female, white, stage:Stage I, dead, 577 days 3171.3
TCGA-A7-A13H-01A 61 years, female, white, stage:Stage IIB, alive, 899 days 3169.4
TCGA-BH-A0HI-01A 78 years, female, white, stage:Stage IA, alive, 620 days 3161.3
TCGA-BH-A1EO-01A 68 years, female, white, stage:Stage IIA, dead, 2798 days 3154.7
TCGA-B6-A0RI-01A 44 years, female, white, stage:Stage IIIB, alive, 7126 days 3154.4
TCGA-AC-A2FE-01A 62 years, female, white, stage:Stage IIIC, dead, 2636 days 3152.7
TCGA-A7-A3IZ-01A 62 years, female, white, stage:Stage IIA, alive, 322 days 3151.7
TCGA-E9-A1NH-01A 71 years, female, white, stage:Stage IIB, alive, 576 days 3147.0
TCGA-A2-A0YK-01A 61 years, female, white, stage:Stage IIA, alive, 588 days 3145.9
TCGA-XX-A89A-01A 68 years, female, white, stage:Stage IIB, alive, 488 days 3145.6
TCGA-E9-A22D-01A 38 years, female, white, stage:Stage IIA, alive, 1248 days 3139.7
TCGA-PE-A5DD-01A 64 years, female, asian, stage:Stage IIA, alive, 1953 days 3139.5
TCGA-E2-A1IU-01A 60 years, female, white, stage:Stage IA, alive, 337 days 3139.0
TCGA-AO-A03O-01A 69 years, female, black or african american, stage:Stage IIA, dead, 2483 days 3134.2
TCGA-BH-A0B4-01A 65 years, male, white, stage:Stage IIIA, alive, 1191 days 3131.8
TCGA-B6-A0IJ-01A 42 years, female, black or african american, stage:Stage IIB, alive, 7106 days 3127.4
TCGA-A8-A08Z-01A 76 years, female, stage:'--, alive, 1217 days 3126.6
TCGA-A2-A3KC-01A 55 years, female, black or african american, stage:Stage IIB, alive, 1102 days 3123.3
TCGA-A8-A07E-01A 81 years, female, stage:Stage X, alive, 608 days 3122.3
TCGA-A2-A0ST-01A 62 years, female, white, stage:Stage IIA, alive, 3017 days 3112.2
TCGA-A2-A04Y-01A 53 years, female, white, stage:Stage IIB, alive, 1099 days 3111.3
TCGA-E9-A1NI-01A 51 years, female, white, stage:Stage IIA, alive, 300 days 3111.3
TCGA-AR-A1AV-01A 68 years, male, white, stage:Stage IIB, alive, 1864 days 3108.8
TCGA-C8-A1HN-01A 56 years, female, asian, stage:Stage IIA, alive, 394 days 3103.4
TCGA-A8-A07J-01A 35 years, female, stage:Stage IIB, alive, 365 days 3102.1
TCGA-B6-A0RT-01A 39 years, female, white, stage:Stage IIIA, alive, 2721 days 3100.9
TCGA-E2-A1IG-01A 45 years, female, white, stage:Stage IIB, alive, 2140 days 3100.0
TCGA-E2-A570-01A 47 years, female, black or african american, stage:Stage IB, alive, 931 days 3099.2
TCGA-BH-A0BF-01A 56 years, female, white, stage:Stage IIB, dead, 1324 days 3097.7
TCGA-AC-A3EH-01A 79 years, female, white, stage:Stage IIIC, dead, 197 days 3091.4
TCGA-AQ-A1H2-01A 84 years, female, white, stage:Stage IIIA, alive, 475 days 3091.3
TCGA-EW-A1P8-01A 58 years, female, white, stage:Stage IIIC, dead, 239 days 3090.8
TCGA-A8-A079-01A 69 years, female, stage:Stage IIIB, alive, 274 days 3089.1
TCGA-AQ-A54O-01A 51 years, male, black or african american, stage:Stage IIA, alive, 1001 days 3086.8
TCGA-E2-A1IJ-01A 57 years, female, white, stage:Stage I, alive, 865 days 3082.3
TCGA-C8-A138-01A 54 years, female, asian, stage:Stage IIIA, alive, 380 days 3081.4
TCGA-AR-A2LN-01A 65 years, female, white, stage:Stage IIA, alive, 1161 days 3075.6
TCGA-JL-A3YW-01A 49 years, female, asian, stage:Stage IIB, alive, 360 days 3068.8
TCGA-AC-A62Y-01A 79 years, female, white, stage:Stage IIB, alive, 530 days 3065.1
TCGA-D8-A27N-01A 36 years, female, white, stage:Stage IIIA, alive, 519 days 3062.0
TCGA-A8-A06Y-01A 66 years, female, stage:Stage IIA, alive, 791 days 3060.1
TCGA-AC-A3YI-01A 74 years, female, white, stage:Stage IIIC, alive, 707 days 3059.0
TCGA-AC-A4ZE-01A 63 years, female, white, stage:Stage IIB, alive, 890 days 3058.3
TCGA-BH-A0EI-01A 51 years, female, white, stage:Stage IIA, alive, 1926 days 3054.6
TCGA-C8-A3M7-01A 60 years, female, asian, stage:Stage IIIB, dead, 1034 days 3047.0
TCGA-AR-A1AL-01A 60 years, female, white, stage:Stage IIIA, alive, 2971 days 3043.3
TCGA-LL-A5YO-01A 50 years, female, black or african american, stage:Stage IA, alive, 440 days 3042.1
TCGA-AN-A0XS-01A 63 years, female, white, stage:Stage IIIA, alive, 10 days 3040.2
TCGA-BH-A0BJ-01A 41 years, female, white, stage:Stage IIB, alive, 660 days 3038.3
TCGA-A8-A09N-01A 57 years, female, stage:Stage IIIC, alive, 31 days 3034.3
TCGA-E2-A15C-01A 61 years, female, white, stage:Stage I, alive, 694 days 3030.8
TCGA-A2-A1G0-01A 49 years, female, white, stage:Stage IIB, alive, 616 days 3030.7
TCGA-AR-A2LH-01A 55 years, female, white, stage:Stage III, dead, 616 days 3028.5
TCGA-EW-A1P1-01A 68 years, female, white, stage:Stage IIIC, alive, 1210 days 3028.4
TCGA-B6-A0RP-01A 73 years, female, white, stage:'--, dead, 3126 days 3025.3
TCGA-B6-A0RE-01A 61 years, female, black or african american, stage:Stage X, alive, 7777 days 3024.6
TCGA-A2-A3XS-01A 62 years, female, black or african american, stage:Stage IIIA, dead, 1032 days 3017.2
TCGA-BH-A18V-01A 48 years, female, white, stage:Stage IIB, dead, 1556 days 3016.0
TCGA-AO-A0JJ-01A 54 years, female, white, stage:Stage IIB, alive, 1887 days 3014.8
TCGA-C8-A26W-01A 58 years, female, asian, stage:Stage IIB, alive, 381 days 3007.2
TCGA-AO-A0JM-01A 40 years, female, stage:Stage IIB, alive, 2184 days 3005.6
TCGA-AR-A0TR-01A 68 years, female, white, stage:Stage IIB, dead, 160 days 3003.6
TCGA-A2-A0CW-01A 67 years, female, white, stage:Stage IIB, alive, 3283 days 3002.4
TCGA-A7-A6VX-01A 68 years, female, black or african american, stage:Stage IIA, alive, 317 days 2992.5
TCGA-BH-A0HL-01A 56 years, female, white, stage:Stage IIB, alive, 72 days 2986.8
TCGA-D8-A27V-01A 62 years, female, white, stage:Stage IIA, alive, 381 days 2980.0
TCGA-S3-AA14-01A 47 years, female, black or african american, stage:Stage I, alive, 529 days 2976.5
TCGA-E2-A3DX-01A 43 years, female, white, stage:Stage IIIC, alive, 1325 days 2974.8
TCGA-D8-A27H-01A 72 years, female, white, stage:Stage IIA, alive, 397 days 2971.0
TCGA-A2-A0EM-01A 73 years, female, white, stage:Stage IA, alive, 3094 days 2962.5
TCGA-C8-A8HR-01A 49 years, female, asian, stage:Stage IIIA, alive, 408 days 2958.9
TCGA-LL-A440-01A 61 years, female, white, stage:Stage IA, alive, 759 days 2957.2
TCGA-LD-A7W6-01A 54 years, female, white, stage:Stage IIB, alive, 404 days 2955.0
TCGA-A2-A0YF-01A 67 years, female, black or african american, stage:Stage I, alive, 1535 days 2953.6
TCGA-AC-A2FB-01A 65 years, female, white, stage:Stage IIA, alive, 1234 days 2948.4
TCGA-C8-A134-01A 52 years, female, asian, stage:Stage IIA, alive, 383 days 2945.7
TCGA-A2-A04X-01A 34 years, female, white, stage:Stage IIA, alive, 1686 days 2944.7
TCGA-A7-A5ZV-01A 62 years, female, black or african american, stage:Stage IIA, alive, 368 days 2943.1
TCGA-E9-A1RF-01A 68 years, female, white, stage:Stage IIIA, alive, 200 days 2942.2
TCGA-LL-A441-01A 62 years, female, black or african american, stage:Stage IA, alive, 996 days 2936.6
TCGA-AN-A04D-01A 58 years, female, white, stage:Stage IIB, alive, 52 days 2932.5
TCGA-D8-A1JN-01A 80 years, female, white, stage:Stage IIIC, alive, 620 days 2930.5
TCGA-D8-A27G-01A 75 years, female, white, stage:Stage IIA, alive, 409 days 2926.3
TCGA-E2-A14X-01A 55 years, female, black or african american, stage:Stage IIIA, alive, 972 days 2920.9
TCGA-EW-A1IX-01A 48 years, female, asian, stage:Stage IIA, alive, 1208 days 2920.8
TCGA-A7-A13F-01A 44 years, female, white, stage:Stage IIIA, alive, 765 days 2919.1
TCGA-E9-A22E-01A 56 years, female, white, stage:Stage IIIA, alive, 1269 days 2918.4
TCGA-A8-A09D-01A 47 years, female, stage:Stage IIB, alive, 1522 days 2917.2
TCGA-BH-A0E1-01A 52 years, female, white, stage:Stage IIB, alive, 477 days 2910.1
TCGA-D8-A3Z6-01A 56 years, female, white, stage:Stage IIIC, alive, 563 days 2906.8
TCGA-D8-A73X-01A 53 years, female, white, stage:Stage IIA, alive, 767 days 2906.4
TCGA-BH-A208-01A 48 years, female, white, stage:Stage IIB, dead, 1759 days 2906.2
TCGA-GM-A2DF-01A 53 years, female, black or african american, stage:Stage IIA, alive, 2155 days 2903.7
TCGA-BH-A0AU-01A 45 years, female, white, stage:Stage IIA, alive, 1914 days 2903.6
TCGA-GI-A2C9-01A 58 years, female, black or african american, stage:Stage IIB, alive, 3342 days 2902.5
TCGA-A8-A07L-01A 58 years, female, stage:Stage IIIA, alive, 975 days 2898.7
TCGA-C8-A12W-01A 49 years, female, asian, stage:Stage IIIB, alive, 385 days 2892.8
TCGA-AC-A2FK-01A 45 years, female, white, stage:Stage IIIC, alive, 2650 days 2889.8
TCGA-EW-A1P7-01A 59 years, female, white, stage:Stage IIA, alive, 915 days 2879.7
TCGA-AO-A0J5-01A 48 years, female, white, stage:Stage IV, dead, 792 days 2875.9
TCGA-E2-A1AZ-01A 63 years, female, white, stage:Stage IIB, alive, 2329 days 2874.5
TCGA-A7-A0CD-01A 66 years, female, white, stage:Stage I, alive, 1165 days 2870.7
TCGA-E2-A1IH-01A 80 years, female, white, stage:Stage I, alive, 1026 days 2869.3
TCGA-A8-A09K-01A 68 years, female, stage:Stage IIA, alive, 912 days 2867.7
TCGA-S3-AA11-01A 67 years, female, black or african american, stage:Stage IIA, alive, 421 days 2866.3
TCGA-E9-A1R5-01A 63 years, female, white, stage:Stage IA, alive, 92 days 2861.0
TCGA-BH-A204-01A 80 years, female, white, stage:Stage IIB, dead, 2534 days 2859.5
TCGA-S3-AA10-01A 65 years, female, black or african american, stage:Stage IIA, alive, 586 days 2859.5
TCGA-A1-A0SM-01A 77 years, male, white, stage:Stage IIA, alive, 242 days 2858.9
TCGA-A2-A0EW-01A 53 years, female, white, stage:Stage IIIC, dead, 1884 days 2857.3
TCGA-BH-A1FC-01A 78 years, female, black or african american, stage:Stage IIA, dead, 3472 days 2856.4
TCGA-A8-A0AD-01A 83 years, female, stage:Stage I, alive, 1157 days 2855.1
TCGA-AN-A0FY-01A 55 years, female, white, stage:Stage IA, alive, 10 days 2855.0
TCGA-E2-A1L6-01A 44 years, female, white, stage:Stage IIA, alive, 1648 days 2852.3
TCGA-E9-A5UP-01A 63 years, female, white, stage:Stage IIA, alive, 803 days 2849.4
TCGA-EW-A6SD-01A 32 years, female, black or african american, stage:Stage IIB, alive, 1010 days 2847.3
TCGA-E2-A14P-01A 79 years, female, white, stage:Stage IIIC, alive, 1246 days 2845.7
TCGA-AR-A24O-01A 43 years, female, white, stage:Stage IIIA, alive, 3607 days 2845.1
TCGA-AR-A1AK-01A 70 years, female, white, stage:Stage I, alive, 3159 days 2843.6
TCGA-A2-A4RX-01A 67 years, female, black or african american, stage:Stage IIA, alive, 742 days 2843.1
TCGA-BH-A0DL-01A 64 years, female, white, stage:Stage IIA, alive, 2381 days 2842.1
TCGA-E9-A22A-01A 74 years, female, white, stage:Stage IIA, alive, 1189 days 2840.7
TCGA-AN-A0XW-01A 36 years, female, white, stage:Stage IIIA, alive, 170 days 2840.1
TCGA-B6-A0IH-01A 81 years, female, white, stage:Stage IIIA, dead, 2965 days 2839.4
TCGA-AR-A1AO-01A 47 years, female, white, stage:Stage IIA, alive, 2618 days 2837.4
TCGA-AR-A24W-01A 55 years, female, white, stage:Stage IIB, alive, 1550 days 2837.3
TCGA-A7-A0CE-01A 57 years, female, white, stage:Stage IIA, alive, 1074 days 2836.7
TCGA-BH-A1EV-01A 45 years, female, white, stage:Stage IIIA, dead, 365 days 2835.5
TCGA-A8-A09B-01A 58 years, female, stage:Stage IIIB, alive, 365 days 2833.4
TCGA-B6-A0I9-01A 62 years, female, white, stage:Stage IV, dead, 362 days 2832.4
TCGA-AO-A12G-01A 75 years, female, white, stage:Stage IIA, alive, 1639 days 2828.7
TCGA-D8-A1JU-01A 51 years, female, white, stage:Stage IA, alive, 447 days 2823.5
TCGA-A2-A0YH-01A 53 years, female, white, stage:Stage IIIA, alive, 659 days 2816.3
TCGA-AR-A255-01A 62 years, female, white, stage:Stage I, alive, 2161 days 2805.9
TCGA-A7-A3J1-01A 63 years, female, white, stage:Stage IA, alive, 343 days 2803.9
TCGA-A7-A26J-01A 49 years, female, white, stage:Stage IIA, alive, 627 days 2801.3
TCGA-AC-A7VB-01A 51 years, female, black or african american, stage:Stage IIA, alive, 250 days 2795.8
TCGA-D8-A27I-01A 58 years, female, white, stage:Stage IIIA, alive, 439 days 2793.8
TCGA-AR-A0TX-01A 64 years, female, stage:Stage IIA, alive, 1972 days 2792.6
TCGA-B6-A1KN-01A 57 years, female, white, stage:Stage IIIB, alive, 4233 days 2791.2
TCGA-A7-A0DA-01A 62 years, female, white, stage:Stage IIA, alive, 1085 days 2779.9
TCGA-A8-A08L-01A 89 years, female, stage:Stage IIIA, dead, 30 days 2777.0
TCGA-C8-A278-01A 61 years, female, asian, stage:Stage IIIA, alive, 297 days 2774.6
TCGA-B6-A408-01A 55 years, female, black or african american, stage:Stage IIIC, alive, 2072 days 2770.9
TCGA-D8-A1XD-01A 36 years, female, white, stage:Stage IIIA, alive, 522 days 2765.2
TCGA-EW-A1P4-01A 43 years, female, white, stage:Stage IIA, alive, 907 days 2761.8
TCGA-A7-A4SC-01A 62 years, female, white, stage:Stage IIB, alive, 446 days 2760.9
TCGA-BH-A0H5-01A 45 years, female, white, stage:Stage I, alive, 1620 days 2760.6
TCGA-BH-A6R9-01A 61 years, female, white, stage:Stage IIA, alive, 160 days 2748.4
TCGA-E9-A1RE-01A 74 years, female, white, stage:Stage IIIA, alive, 1419 days 2745.9
TCGA-EW-A6SB-01A 62 years, female, black or african american, stage:Stage II, alive, 760 days 2744.4
TCGA-AO-A1KP-01A 77 years, female, white, stage:Stage IIA, alive, 2953 days 2742.9
TCGA-AR-A24T-01A 46 years, female, white, stage:Stage IIIC, alive, 3202 days 2742.1
TCGA-AC-A3TN-01A 75 years, female, white, stage:Stage IIB, alive, 456 days 2733.5
TCGA-AO-A12H-01A 69 years, female, black or african american, stage:Stage IIA, alive, 1234 days 2730.1
TCGA-B6-A402-01A 47 years, female, black or african american, stage:Stage I, alive, 2281 days 2729.6
TCGA-AQ-A04J-01A 45 years, female, white, stage:Stage IIA, alive, 819 days 2727.6
TCGA-AR-A0U3-01A 59 years, female, white, stage:Stage IIB, alive, 4080 days 2722.5
TCGA-AR-A2LM-01A 49 years, female, white, stage:Stage II, alive, 1935 days 2720.7
TCGA-AR-A1AR-01A 50 years, female, white, stage:Stage IIIA, dead, 524 days 2719.8
TCGA-A7-A6VV-01A 51 years, female, black or african american, stage:Stage IIA, alive, 313 days 2719.0
TCGA-AR-A2LQ-01A 59 years, female, white, stage:Stage IIB, alive, 1233 days 2718.3
TCGA-A1-A0SJ-01A 39 years, female, black or african american, stage:Stage IIIA, alive, 416 days 2706.0
TCGA-C8-A135-01A 64 years, female, asian, stage:Stage IIB, alive, 393 days 2704.8
TCGA-AN-A0FF-01A 32 years, female, white, stage:Stage IA, alive, 172 days 2704.3
TCGA-AR-A0TS-01A 46 years, female, white, stage:Stage IIB, alive, 2558 days 2700.8
TCGA-E9-A1N3-01A 70 years, female, white, stage:Stage IIIA, alive, 1059 days 2700.5
TCGA-B6-A0WV-01A 67 years, female, white, stage:Stage IIB, dead, 2417 days 2698.7
TCGA-E2-A1LG-01A 50 years, female, black or african american, stage:Stage IIA, alive, 1523 days 2697.9
TCGA-AO-A0J3-01A 67 years, female, white, stage:Stage IIB, alive, 651 days 2692.5
TCGA-D8-A1XF-01A 45 years, female, white, stage:Stage IIA, alive, 463 days 2691.9
TCGA-D8-A1XZ-01A 81 years, female, white, stage:Stage IIIA, alive, 466 days 2686.3
TCGA-E2-A1LI-01A 57 years, female, white, stage:Stage IIB, alive, 3121 days 2684.9
TCGA-A2-A04R-01A 36 years, female, black or african american, stage:Stage IA, alive, 3709 days 2684.6
TCGA-A2-A25E-01A 34 years, female, black or african american, stage:Stage IIIA, alive, 3204 days 2678.0
TCGA-D8-A1JT-01A 70 years, female, white, stage:Stage IIA, alive, 405 days 2671.0
TCGA-AN-A03X-01A 74 years, female, white, stage:Stage IIA, alive, 10 days 2661.0
TCGA-D8-A1JJ-01A 54 years, female, white, stage:Stage IIA, alive, 611 days 2659.9
TCGA-LL-A7SZ-01A 49 years, female, black or african american, stage:Stage IIB, alive, 594 days 2648.2
TCGA-A2-A0T6-01A 50 years, female, white, stage:Stage IIB, alive, 575 days 2639.6
TCGA-A2-A0YD-01A 63 years, female, white, stage:Stage IIB, alive, 769 days 2637.8
TCGA-E2-A14T-01A 52 years, female, white, stage:Stage IIA, alive, 2311 days 2636.8
TCGA-EW-A1P5-01A 77 years, female, white, stage:Stage IIB, alive, 703 days 2636.2
TCGA-EW-A1PF-01A 50 years, female, white, stage:Stage IA, alive, 439 days 2633.8
TCGA-EW-A1PA-01A 59 years, female, white, stage:Stage IIB, alive, 575 days 2631.9
TCGA-E9-A1R4-01A 66 years, female, white, stage:Stage IA, alive, 186 days 2631.7
TCGA-AN-A0XV-01A 67 years, female, white, stage:Stage IIIA, alive, 162 days 2630.7
TCGA-AC-A3HN-01A 87 years, female, white, stage:Stage IIB, alive, 496 days 2626.7
TCGA-EW-A6S9-01A 34 years, female, black or african american, stage:Stage IIA, alive, 463 days 2617.5
TCGA-C8-A12P-01A 55 years, female, asian, stage:Stage IIB, alive, 358 days 2615.0
TCGA-A2-A04Q-01A 48 years, female, white, stage:Stage IA, alive, 2385 days 2611.7
TCGA-E9-A1RH-01A 63 years, female, white, stage:Stage IIA, alive, 1417 days 2609.6
TCGA-A8-A076-01A 66 years, female, stage:Stage IIA, alive, 1642 days 2605.9
TCGA-A8-A06U-01A 80 years, female, stage:Stage IIB, dead, 883 days 2602.2
TCGA-A7-A0D9-01A 37 years, female, white, stage:Stage IIA, alive, 1139 days 2600.2
TCGA-E9-A1NG-01A 62 years, female, white, stage:Stage IIA, dead, 786 days 2595.8
TCGA-BH-A1F2-01A 53 years, female, white, stage:Stage IIIB, dead, 959 days 2594.1
TCGA-EW-A3U0-01A 61 years, female, black or african american, stage:Stage IIIA, alive, 532 days 2591.8
TCGA-EW-A1PD-01A 61 years, male, white, stage:Stage IIA, alive, 424 days 2590.4
TCGA-D8-A1JB-01A 54 years, female, white, stage:Stage IIB, alive, 1688 days 2586.4
TCGA-E2-A14Y-01A 35 years, female, white, stage:Stage IIA, alive, 2109 days 2586.4
TCGA-AR-A0U0-01A 73 years, female, white, stage:Stage IIB, alive, 1988 days 2583.4
TCGA-A1-A0SK-01A 54 years, female, asian, stage:Stage IIA, dead, 967 days 2581.8
TCGA-AR-A2LL-01A 70 years, female, white, stage:Stage IIB, alive, 2012 days 2581.1
TCGA-AC-A2FG-01A 79 years, female, white, stage:Stage IIB, alive, 1853 days 2572.9
TCGA-A8-A091-01A 61 years, female, stage:Stage IIA, alive, 1004 days 2568.0
TCGA-AN-A0FS-01A 55 years, female, white, stage:Stage IA, alive, 210 days 2563.1
TCGA-AR-A0TZ-01A 43 years, female, white, stage:'--, dead, 3262 days 2562.9
TCGA-LL-A73Z-01A 55 years, female, black or african american, stage:Stage IV, dead, 227 days 2561.5
TCGA-BH-A0BD-01A 47 years, female, white, stage:Stage IIA, alive, 554 days 2556.0
TCGA-E9-A1RI-01A 43 years, female, white, stage:Stage IIIA, alive, 1449 days 2554.0
TCGA-AR-A0U2-01A 47 years, female, white, stage:Stage IIIA, dead, 2551 days 2552.0
TCGA-A7-A3J0-01A 62 years, female, white, stage:Stage IIA, alive, 313 days 2550.5
TCGA-A1-A0SO-01A 67 years, female, white, stage:Stage IIB, alive, 852 days 2550.1
TCGA-AC-A2FO-01A 65 years, female, white, stage:Stage IIB, alive, 2255 days 2548.7
TCGA-B6-A3ZX-01A 50 years, female, black or african american, stage:Stage IV, dead, 1152 days 2548.6
TCGA-AO-A12B-01A 63 years, female, white, stage:Stage IIA, alive, 2989 days 2548.1
TCGA-AR-A24N-01A 54 years, female, white, stage:Stage I, alive, 3035 days 2543.7
TCGA-A2-A0T7-01A 51 years, female, white, stage:Stage IIA, alive, 631 days 2542.4
TCGA-A8-A082-01A 58 years, female, stage:Stage IIB, alive, 549 days 2536.6
TCGA-E9-A22B-01A 71 years, female, white, stage:Stage IA, alive, 1167 days 2524.2
TCGA-AR-A0TW-01A 50 years, female, white, stage:Stage IIIA, alive, 3009 days 2521.5
TCGA-D8-A1JH-01A 56 years, female, white, stage:Stage IA, alive, 426 days 2517.5
TCGA-BH-A6R8-01A 46 years, female, black or african american, stage:Stage IIA, alive, 293 days 2515.9
TCGA-E2-A1LK-01A 84 years, female, black or african american, stage:Stage IIIC, dead, 266 days 2513.2
TCGA-C8-A12V-01A 55 years, female, asian, stage:Stage IIA, alive, 385 days 2512.6
TCGA-D8-A1JA-01A 60 years, female, white, stage:'--, alive, 502 days 2512.0
TCGA-A2-A1FV-01A 74 years, female, white, stage:Stage IIB, alive, 714 days 2509.6
TCGA-A2-A0T1-01A 55 years, female, american indian or alaska native, stage:Stage IIIC, alive, 521 days 2507.4
TCGA-E9-A1NC-01A 61 years, female, white, stage:Stage IIB, alive, 1203 days 2503.4
TCGA-AO-A0J2-01A 41 years, female, white, stage:Stage IA, alive, 997 days 2499.3
TCGA-EW-A1J2-01A 50 years, female, black or african american, stage:'--, alive, 403 days 2499.2
TCGA-A2-A25F-01A 66 years, female, white, stage:Stage IIA, alive, 322 days 2498.0
TCGA-E9-A229-01A 37 years, female, white, stage:Stage IA, alive, 1148 days 2496.8
TCGA-5T-A9QA-01A 52 years, female, black or african american, stage:Stage IIA, alive, 303 days 2495.5
TCGA-BH-A1FJ-01A 66 years, female, white, stage:Stage IIIA, dead, 1927 days 2495.3
TCGA-E9-A5UO-01A 41 years, female, white, stage:Stage IIA, alive, 785 days 2493.0
TCGA-D8-A147-01A 45 years, female, white, stage:'--, alive, 584 days 2487.0
TCGA-E9-A22H-01A 42 years, female, white, stage:Stage IIB, alive, 1232 days 2483.0
TCGA-EW-A6SC-01A 60 years, female, black or african american, stage:Stage IIA, alive, 952 days 2478.4
TCGA-E2-A109-01A 64 years, female, white, stage:Stage IIA, alive, 1417 days 2478.1
TCGA-E2-A150-01A 48 years, female, white, stage:Stage IIA, alive, 1935 days 2477.2
TCGA-D8-A1JE-01A 62 years, female, white, stage:Stage IIA, alive, 575 days 2475.4
TCGA-AN-A0FL-01A 62 years, female, white, stage:Stage IIA, alive, 231 days 2474.6
TCGA-C8-A275-01A 56 years, female, asian, stage:Stage IIA, alive, 1 days 2467.6
TCGA-BH-A0H7-01A 65 years, female, white, stage:Stage IIIA, alive, 702 days 2463.5
TCGA-OL-A66J-01A 80 years, female, white, stage:Stage I, alive, 1996 days 2463.3
TCGA-BH-A0AV-01A 52 years, female, black or african american, stage:Stage I, alive, 1820 days 2456.7
TCGA-C8-A12L-01A 67 years, female, asian, stage:Stage IIA, alive, 363 days 2449.2
TCGA-A2-A0EN-01A 70 years, female, white, stage:Stage IIA, alive, 4088 days 2447.7
TCGA-A2-A0T3-01A 37 years, female, white, stage:Stage IB, alive, 1516 days 2446.0
TCGA-C8-A26X-01A 58 years, female, asian, stage:Stage IIA, alive, 376 days 2444.7
TCGA-BH-A0BV-01A 78 years, female, white, stage:Stage IIB, alive, 1519 days 2442.7
TCGA-AN-A0XU-01A 54 years, female, white, stage:Stage IIA, alive, 10 days 2429.9
TCGA-A8-A0A1-01A 84 years, female, stage:Stage IIA, alive, 365 days 2424.1
TCGA-A2-A1FW-01A 62 years, female, white, stage:Stage IIIA, alive, 528 days 2420.2
TCGA-BH-A0DQ-01A 42 years, female, white, stage:Stage IIB, alive, 98 days 2418.0
TCGA-D8-A27E-01A 66 years, female, white, stage:Stage IA, alive, 530 days 2414.7
TCGA-E2-A1IL-01A 78 years, female, white, stage:Stage IIA, alive, 118 days 2411.2
TCGA-B6-A0IN-01A 45 years, female, white, stage:Stage X, dead, 2573 days 2403.1
TCGA-D8-A1J8-01A 77 years, female, white, stage:Stage IIB, alive, 431 days 2401.0
TCGA-D8-A27P-01A 64 years, female, white, stage:Stage IA, alive, 49 days 2399.1
TCGA-BH-A0B7-01A 42 years, female, white, stage:Stage IIB, alive, 2559 days 2394.7
TCGA-D8-A13Y-01A 52 years, female, white, stage:Stage IA, alive, 1728 days 2393.7
TCGA-E2-A14R-01A 62 years, female, white, stage:Stage IIA, alive, 1174 days 2392.3
TCGA-A2-A0YC-01A 59 years, female, white, stage:Stage IIB, alive, 990 days 2389.5
TCGA-C8-A8HP-01A 59 years, female, asian, stage:Stage IIIA, alive, 396 days 2389.1
TCGA-A2-A3KD-01A 47 years, female, white, stage:Stage IIIA, alive, 1206 days 2388.6
TCGA-B6-A0X5-01A 61 years, female, black or african american, stage:Stage IIB, dead, 2097 days 2380.9
TCGA-AR-A1AQ-01A 49 years, female, white, stage:Stage IIA, alive, 3021 days 2379.7
TCGA-UU-A93S-01A 63 years, female, black or african american, stage:Stage IV, dead, 116 days 2376.3
TCGA-BH-A1ET-01A 55 years, female, white, stage:Stage I, dead, 2520 days 2372.9
TCGA-BH-A0BA-01A 51 years, female, white, stage:Stage IIIC, alive, 1132 days 2368.6
TCGA-A8-A08O-01A 45 years, female, stage:Stage IV, alive, 943 days 2367.5
TCGA-C8-A12X-01A 62 years, female, asian, stage:Stage IIB, alive, 385 days 2367.0
TCGA-E2-A15R-01A 64 years, female, white, stage:Stage IIA, alive, 1732 days 2367.0
TCGA-AR-A2LR-01A 49 years, female, white, stage:Stage I, alive, 1742 days 2362.2
TCGA-C8-A27A-01A 48 years, female, asian, stage:Stage IIB, alive, 747 days 2358.5
TCGA-EW-A1IW-01A 80 years, female, white, stage:Stage IIB, alive, 371 days 2356.0
TCGA-EW-A2FW-01A 52 years, female, white, stage:Stage IIA, alive, 672 days 2355.5
TCGA-C8-A26V-01A 47 years, female, asian, stage:Stage IIIA, alive, 616 days 2352.9
TCGA-BH-A8G0-01A 54 years, female, white, stage:Stage IIB, alive, 662 days 2350.7
TCGA-A8-A08I-01A 53 years, female, stage:Stage IIA, alive, 365 days 2350.0
TCGA-BH-A203-01A 78 years, female, white, stage:Stage IIB, dead, 1174 days 2349.8
TCGA-PL-A8LX-01A 35 years, female, black or african american, stage:Stage IV, alive, 5 days 2349.5
TCGA-D8-A1X8-01A 62 years, female, white, stage:Stage IIIA, alive, 783 days 2346.1
TCGA-E2-A10A-01A 41 years, female, white, stage:Stage IIB, alive, 1229 days 2345.4
TCGA-E2-A15T-01A 65 years, female, white, stage:Stage IIA, alive, 1563 days 2339.2
TCGA-BH-A1FR-01A 73 years, female, white, stage:Stage IIIB, dead, 1642 days 2339.1
TCGA-AC-A6IV-01A 47 years, female, white, stage:Stage IIB, alive, 568 days 2337.8
TCGA-E9-A1N4-01A 41 years, female, white, stage:Stage IIIA, alive, 1000 days 2336.7
TCGA-C8-A1HM-01A 74 years, female, asian, stage:Stage IIA, alive, 375 days 2331.2
TCGA-AC-A2FM-01A 87 years, female, white, stage:Stage IIB, dead, 792 days 2330.9
TCGA-A8-A09A-01A 40 years, female, stage:Stage X, alive, 304 days 2330.4
TCGA-A7-A13E-01A 62 years, female, white, stage:Stage IIB, dead, 614 days 2330.1
TCGA-BH-A201-01A 64 years, female, white, stage:Stage IA, alive, 856 days 2325.4
TCGA-D8-A1XR-01A 56 years, female, white, stage:Stage IIB, alive, 482 days 2325.3
TCGA-BH-A1F0-01A 80 years, female, white, stage:Stage IIA, dead, 785 days 2309.8
TCGA-A8-A07W-01A 76 years, female, stage:Stage IV, alive, 304 days 2309.3
TCGA-EW-A2FR-01A 59 years, female, black or african american, stage:Stage IIIC, alive, 1673 days 2308.5
TCGA-A2-A0ET-01A 58 years, female, white, stage:Stage IIIA, alive, 1066 days 2303.6
TCGA-S3-A6ZF-01A 64 years, female, black or african american, stage:Stage IIA, alive, 572 days 2303.1
TCGA-D8-A1XC-01A 85 years, female, white, stage:Stage IIIB, dead, 377 days 2297.7
TCGA-E2-A15M-01A 66 years, female, white, stage:Stage IIA, dead, 336 days 2294.3
TCGA-OL-A5RU-01A 63 years, female, black or african american, stage:Stage IIA, alive, 1219 days 2284.6
TCGA-AN-A0FN-01A 61 years, female, white, stage:Stage IA, alive, 218 days 2278.5
TCGA-D8-A1JI-01A 54 years, female, white, stage:Stage IIA, alive, 577 days 2278.1
TCGA-BH-A0B1-01A 66 years, female, white, stage:Stage IIB, alive, 1148 days 2274.4
TCGA-A2-A4S1-01A 66 years, female, white, stage:Stage IIA, alive, 820 days 2273.4
TCGA-LL-A6FR-01A 50 years, female, black or african american, stage:Stage IIA, alive, 489 days 2273.1
TCGA-AC-A6IX-01A 49 years, female, white, stage:Stage IIIC, alive, 373 days 2272.1
TCGA-EW-A1IZ-01A 53 years, female, white, stage:Stage IIIA, alive, 554 days 2271.0
TCGA-GM-A3NW-01A 63 years, female, white, stage:Stage IIA, alive, 3361 days 2266.6
TCGA-E9-A227-01A 42 years, female, white, stage:Stage IIB, alive, 975 days 2266.5
TCGA-BH-A18P-01A 60 years, female, white, stage:Stage I, dead, 921 days 2265.7
TCGA-A2-A0D4-01A 37 years, female, black or african american, stage:Stage IIB, alive, 767 days 2262.8
TCGA-AR-A0TQ-01A 27 years, female, white, stage:Stage IIIA, alive, 2991 days 2259.5
TCGA-E2-A10B-01A 67 years, female, white, stage:Stage IIB, alive, 1141 days 2257.0
TCGA-A8-A08P-01A 70 years, female, stage:Stage IIIA, alive, 943 days 2251.6
TCGA-A8-A07C-01A 57 years, female, stage:Stage IIA, alive, 1034 days 2250.5
TCGA-D8-A1JS-01A 77 years, female, white, stage:Stage IA, alive, 371 days 2249.3
TCGA-A2-A4S0-01A 77 years, female, white, stage:Stage IIA, alive, 706 days 2240.0
TCGA-AR-A252-01A 50 years, female, white, stage:Stage I, alive, 2838 days 2239.1
TCGA-LL-A740-01A 61 years, female, black or african american, stage:Stage IA, alive, 441 days 2235.2
TCGA-E9-A1RD-01A 67 years, female, white, stage:Stage IIA, alive, 34 days 2233.7
TCGA-E2-A15F-01A 64 years, female, white, stage:Stage I, alive, 658 days 2225.5
TCGA-AO-A0JG-01A 49 years, female, white, stage:Stage IIIA, alive, 798 days 2222.3
TCGA-E9-A1QZ-01A 61 years, female, white, stage:Stage IIA, alive, 755 days 2220.1
TCGA-AC-A8OS-01A 71 years, female, white, stage:Stage IIA, alive, 70 days 2219.4
TCGA-E9-A1R3-01A 70 years, female, white, stage:Stage IIIC, alive, 78 days 2219.4
TCGA-E9-A1R7-01A 64 years, female, white, stage:Stage IIA, alive, 1467 days 2214.2
TCGA-E2-A1B1-01A 45 years, female, white, stage:Stage IIB, alive, 2653 days 2202.8
TCGA-BH-A1EW-01A 38 years, female, white, stage:Stage IIA, dead, 1694 days 2197.0
TCGA-A8-A07R-01A 80 years, female, stage:Stage IIIC, alive, 273 days 2192.3
TCGA-BH-A0DE-01A 62 years, female, white, stage:Stage IIA, alive, 2372 days 2181.6
TCGA-BH-A0DH-01A 63 years, female, white, stage:Stage IIB, alive, 1156 days 2171.2
TCGA-B6-A0RO-01A 71 years, female, white, stage:Stage IIIB, alive, 4929 days 2167.7
TCGA-E2-A1LS-01A 46 years, female, white, stage:Stage IA, alive, 1604 days 2163.2
TCGA-AO-A03T-01A 42 years, female, white, stage:Stage IIB, alive, 2124 days 2155.7
TCGA-D8-A1X7-01A 40 years, female, white, stage:Stage IIA, alive, 509 days 2155.2
TCGA-E2-A1LA-01A 59 years, female, stage:Stage IIA, alive, 748 days 2150.6
TCGA-AO-A0JF-01A 68 years, female, white, stage:Stage IIA, alive, 1980 days 2148.4
TCGA-OL-A5RW-01A 40 years, female, black or african american, stage:Stage IIA, alive, 1106 days 2147.6
TCGA-D8-A13Z-01A 51 years, female, white, stage:'--, alive, 635 days 2143.5
TCGA-BH-A209-01A 77 years, female, black or african american, stage:Stage I, dead, 3959 days 2128.0
TCGA-AR-A24V-01A 52 years, female, white, stage:Stage IIB, alive, 3203 days 2126.1
TCGA-AR-A24R-01A 45 years, female, white, stage:Stage IIIA, alive, 3430 days 2124.0
TCGA-AN-A041-01A 29 years, female, white, stage:Stage IIB, alive, 7 days 2123.9
TCGA-BH-A0E7-01A 79 years, female, white, stage:Stage IIB, alive, 1363 days 2123.1
TCGA-BH-A1F8-01A 90 years, female, white, stage:Stage IIIB, dead, 1 days 2118.6
TCGA-AO-A128-01A 61 years, female, white, stage:Stage IIA, alive, 3248 days 2118.3
TCGA-E9-A226-01A 45 years, female, white, stage:Stage IIIA, dead, 1048 days 2114.6
TCGA-E2-A1LB-01A 41 years, female, black or african american, stage:Stage IIB, alive, 2306 days 2113.5
TCGA-A1-A0SH-01A 39 years, female, white, stage:Stage IIA, alive, 1437 days 2113.2
TCGA-A8-A08G-01A 41 years, female, stage:Stage IIA, alive, 607 days 2107.6
TCGA-E2-A573-01A 48 years, female, black or african american, stage:Stage IA, alive, 1062 days 2105.0
TCGA-BH-A1EU-01A 83 years, female, white, stage:Stage I, dead, 1286 days 2104.8
TCGA-AR-A24H-01A 65 years, female, white, stage:Stage IIA, alive, 4894 days 2104.2
TCGA-AC-A2BK-01A 78 years, female, black or african american, stage:Stage IIIA, alive, 2222 days 2102.1
TCGA-A1-A0SQ-01A 45 years, female, white, stage:Stage IIB, alive, 554 days 2099.5
TCGA-AR-A5QN-01A 68 years, female, white, stage:Stage IIIC, alive, 1013 days 2098.3
TCGA-A2-A0CU-01A 73 years, female, white, stage:Stage IIA, dead, 158 days 2097.8
TCGA-AN-A0XL-01A 61 years, female, white, stage:Stage IIA, alive, 163 days 2096.4
TCGA-BH-A202-01A 60 years, female, white, stage:Stage II, alive, 795 days 2095.9
TCGA-A2-A0CL-01A 37 years, female, black or african american, stage:Stage IIIA, alive, 3015 days 2090.6
TCGA-A7-A0CH-01A 79 years, female, white, stage:Stage IIA, alive, 1079 days 2084.4
TCGA-EW-A1OX-01A 43 years, female, white, stage:Stage IIA, alive, 911 days 2081.3
TCGA-3C-AALI-01A 50 years, female, black or african american, stage:Stage IIB, alive, 4005 days 2077.8
TCGA-D8-A1JL-01A 72 years, female, white, stage:Stage IIA, alive, 611 days 2076.1
TCGA-E2-A1BC-01A 63 years, female, stage:Stage IA, alive, 501 days 2075.4
TCGA-E9-A1NE-01A 28 years, female, white, stage:Stage IIB, alive, 1088 days 2067.5
TCGA-D8-A1XM-01A 57 years, female, white, stage:Stage IA, alive, 538 days 2059.8
TCGA-A2-A25B-01A 39 years, female, black or african american, stage:Stage IIB, alive, 1291 days 2054.4
TCGA-GM-A2DC-01A 57 years, female, white, stage:Stage IIA, alive, 2535 days 2054.0
TCGA-OL-A66P-01A 75 years, female, black or african american, stage:Stage IIA, alive, 428 days 2049.5
TCGA-A2-A0SW-01A 82 years, female, white, stage:Stage IV, dead, 1365 days 2045.8
TCGA-D8-A1X9-01A 66 years, female, white, stage:Stage IIB, alive, 727 days 2045.6
TCGA-E2-A106-01A 34 years, female, asian, stage:Stage IB, alive, 2541 days 2045.4
TCGA-GM-A2DH-01A 58 years, female, white, stage:Stage I, alive, 2193 days 2045.3
TCGA-BH-A1FH-01A 47 years, female, white, stage:Stage IV, dead, 1034 days 2042.2
TCGA-E9-A1ND-01A 75 years, female, white, stage:Stage IIB, alive, 1266 days 2042.0
TCGA-A8-A09V-01A 51 years, female, stage:Stage IIA, alive, 457 days 2040.7
TCGA-A1-A0SI-01A 52 years, female, white, stage:Stage IIB, alive, 635 days 2040.2
TCGA-A7-A4SD-01A 52 years, female, black or african american, stage:Stage IIA, alive, 441 days 2039.5
TCGA-C8-A27B-01A 48 years, female, asian, stage:Stage IIB, alive, 439 days 2028.8
TCGA-A2-A0EV-01A 80 years, female, white, stage:Stage IA, alive, 968 days 2023.1
TCGA-A2-A0YI-01A 62 years, female, white, stage:Stage I, alive, 1505 days 2020.2
TCGA-AO-A0JI-01A 56 years, female, white, stage:Stage IIA, alive, 1528 days 2016.9
TCGA-A8-A08F-01A 59 years, female, stage:Stage IIIC, alive, 1004 days 2009.3
TCGA-A8-A084-01A 81 years, female, stage:Stage IIB, alive, 458 days 2005.9
TCGA-BH-A0HW-01A 62 years, female, asian, stage:Stage IA, alive, 1561 days 1995.0
TCGA-B6-A0WT-01A 61 years, female, white, stage:Stage IIB, alive, 5739 days 1992.4
TCGA-E2-A1L7-01A 40 years, female, white, stage:Stage IIIA, alive, 1836 days 1987.1
TCGA-OL-A6VO-01A 43 years, female, black or african american, stage:Stage IA, alive, 858 days 1983.9
TCGA-A8-A09E-01A 73 years, female, stage:Stage IIIB, alive, 1492 days 1983.2
TCGA-BH-A18S-01A 79 years, female, white, stage:Stage I, dead, 2009 days 1980.8
TCGA-AR-A0TT-01A 53 years, female, black or african american, stage:Stage IIIA, alive, 3316 days 1976.4
TCGA-A8-A07I-01A 69 years, female, stage:Stage IIIA, alive, 426 days 1974.8
TCGA-A8-A08X-01A 43 years, female, stage:Stage IIIC, alive, 1308 days 1971.7
TCGA-GM-A2DK-01A 58 years, female, white, stage:Stage I, alive, 2645 days 1971.3
TCGA-D8-A1X5-01A 81 years, female, white, stage:Stage IIIC, alive, 565 days 1969.9
TCGA-E2-A1IE-01A 61 years, female, white, stage:Stage IIB, alive, 2362 days 1969.5
TCGA-A2-A0CT-01A 71 years, female, white, stage:Stage IIA, alive, 2289 days 1969.3
TCGA-A1-A0SD-01A 59 years, female, white, stage:Stage IIA, alive, 437 days 1967.4
TCGA-BH-A0H0-01A 69 years, female, white, stage:Stage IA, alive, 461 days 1965.4
TCGA-A8-A0A2-01A 66 years, female, stage:Stage IIA, alive, 579 days 1959.7
TCGA-C8-A3M8-01A 68 years, female, asian, stage:Stage IA, alive, 394 days 1959.1
TCGA-BH-A1EX-01A 67 years, female, white, stage:Stage IIB, dead, 1508 days 1959.1
TCGA-B6-A0X1-01A 48 years, female, white, stage:'--, dead, 7455 days 1954.5
TCGA-A2-A0YG-01A 63 years, female, white, stage:Stage IIIC, alive, 666 days 1953.8
TCGA-AQ-A0Y5-01A 70 years, female, white, stage:Stage IIIA, dead, 172 days 1952.7
TCGA-E9-A243-01A 52 years, female, white, stage:Stage IIA, alive, 612 days 1952.5
TCGA-EW-A1J5-01A 59 years, female, white, stage:Stage IIB, alive, 477 days 1948.4
TCGA-D8-A1XG-01A 86 years, female, white, stage:Stage IIIB, alive, 448 days 1947.9
TCGA-A2-A0YT-01A 56 years, female, white, stage:Stage IIIB, dead, 723 days 1923.7
TCGA-C8-A26Z-01A 59 years, female, asian, stage:Stage IIA, alive, 470 days 1915.7
TCGA-BH-A1EN-01A 78 years, female, white, stage:Stage IIA, dead, 2127 days 1912.9
TCGA-E9-A245-01A 47 years, female, white, stage:Stage IIB, dead, 26 days 1910.5
TCGA-LL-A73Y-01A 67 years, female, black or african american, stage:Stage IA, alive, 477 days 1909.3
TCGA-AR-A24L-01A 26 years, female, white, stage:Stage IIB, dead, 2866 days 1909.2
TCGA-C8-A8HQ-01A 53 years, female, asian, stage:Stage IIB, alive, 380 days 1907.3
TCGA-E2-A15S-01A 34 years, female, white, stage:Stage IIB, alive, 428 days 1904.5
TCGA-D8-A27F-01A 40 years, female, white, stage:Stage IIA, alive, 488 days 1903.0
TCGA-E2-A152-01A 56 years, female, white, stage:Stage I, alive, 2128 days 1882.3
TCGA-BH-A0BO-01A 54 years, female, white, stage:Stage I, alive, 2197 days 1874.0
TCGA-A2-A0SX-01A 48 years, female, white, stage:Stage IA, alive, 1534 days 1867.8
TCGA-AR-A24Z-01A 57 years, female, white, stage:Stage IIA, alive, 3001 days 1857.9
TCGA-A7-A4SB-01A 56 years, female, white, stage:Stage IIIA, alive, 418 days 1828.6
TCGA-A2-A1FZ-01A 63 years, female, white, stage:Stage IIA, alive, 683 days 1828.4
TCGA-B6-A0I8-01A 46 years, female, white, stage:Stage X, dead, 749 days 1819.2
TCGA-D8-A1XK-01A 55 years, female, white, stage:Stage IIB, alive, 441 days 1815.2
TCGA-E2-A10E-01A 64 years, female, white, stage:Stage IIA, alive, 865 days 1802.4
TCGA-E9-A24A-01A 69 years, female, white, stage:Stage IIA, alive, 747 days 1800.6
TCGA-LL-A442-01A 56 years, female, black or african american, stage:Stage IIA, alive, 889 days 1798.8
TCGA-D8-A1XU-01A 56 years, female, white, stage:Stage IA, alive, 395 days 1764.4
TCGA-A2-A0ES-01A 52 years, female, white, stage:Stage IIA, alive, 2190 days 1760.7
TCGA-AN-A0XP-01A 69 years, female, white, stage:Stage IIIA, alive, 9 days 1760.4
TCGA-A7-A26G-01A 50 years, female, black or african american, stage:Stage IIA, alive, 722 days 1738.7
TCGA-E9-A3Q9-01A 78 years, female, white, stage:Stage IIIC, alive, 1001 days 1735.9
TCGA-AO-A0JA-01A 36 years, female, black or african american, stage:Stage IIIC, alive, 655 days 1728.5
TCGA-AR-A24M-01A 38 years, female, white, stage:Stage IIIA, alive, 3660 days 1728.3
TCGA-AN-A0AL-01A 41 years, female, white, stage:Stage IIIB, alive, 227 days 1719.5
TCGA-B6-A1KI-01A 63 years, female, white, stage:Stage I, alive, 2236 days 1717.2
TCGA-D8-A1XW-01A 53 years, female, white, stage:Stage IIA, alive, 1309 days 1716.3
TCGA-A7-A26E-01A 71 years, female, white, stage:Stage IIIA, alive, 954 days 1702.8
TCGA-AR-A250-01A 58 years, female, white, stage:Stage IIA, alive, 2707 days 1700.2
TCGA-D8-A73U-01A 88 years, female, white, stage:Stage IIA, alive, 492 days 1690.3
TCGA-C8-A1HE-01A 59 years, female, asian, stage:Stage IIA, alive, 375 days 1686.5
TCGA-E2-A15P-01A 61 years, female, white, stage:Stage IA, alive, 595 days 1680.0
TCGA-A8-A0A6-01A 64 years, female, stage:Stage IIIC, alive, 640 days 1665.3
TCGA-BH-A0WA-01A 82 years, female, white, stage:Stage I, alive, 701 days 1631.9
TCGA-A2-A0ER-01A 63 years, female, white, stage:Stage IB, alive, 2263 days 1623.6
TCGA-A8-A0A7-01A 57 years, female, stage:Stage IIB, alive, 30 days 1616.0
TCGA-D8-A1XY-01A 74 years, female, white, stage:Stage IIA, alive, 503 days 1614.2
TCGA-AC-A8OQ-01A 72 years, female, black or african american, stage:Stage IIB, alive, 34 days 1611.1
TCGA-A7-A13D-01A 46 years, female, black or african american, stage:Stage IIA, alive, 965 days 1595.3
TCGA-A2-A25C-01A 50 years, female, white, stage:Stage IIB, alive, 523 days 1590.7
TCGA-EW-A2FV-01A 39 years, female, white, stage:Stage IIIC, alive, 788 days 1581.8
TCGA-A8-A06T-01A 75 years, female, stage:Stage IIIA, alive, 1614 days 1576.5
TCGA-AR-A1AW-01A 65 years, female, white, stage:Stage IIA, alive, 2632 days 1572.7
TCGA-C8-A12Q-01A 78 years, female, asian, stage:Stage IIIA, dead, 385 days 1568.7
TCGA-GI-A2C8-01A 63 years, female, white, stage:Stage IIIB, alive, 225 days 1568.5
TCGA-EW-A1J6-01A 70 years, female, white, stage:Stage I, alive, 875 days 1566.5
TCGA-PL-A8LZ-01A 29 years, female, black or african american, stage:Stage IIIB, alive, 302 days 1553.7
TCGA-B6-A0WW-01A 58 years, female, black or african american, stage:Stage X, dead, 558 days 1538.7
TCGA-AC-A2BM-01A 41 years, female, black or african american, stage:Stage IIB, alive, 3022 days 1538.3
TCGA-A7-A2KD-01A 53 years, female, black or african american, stage:Stage IIIA, alive, 679 days 1535.4
TCGA-D8-A1XQ-01A 69 years, female, white, stage:Stage IIA, alive, 499 days 1533.3
TCGA-A8-A097-01A 65 years, female, stage:Stage IIB, alive, 365 days 1526.3
TCGA-AQ-A7U7-01A 55 years, female, white, stage:Stage IIIA, dead, 584 days 1516.4
TCGA-BH-A0GZ-01A 62 years, female, white, stage:Stage IIA, alive, 328 days 1513.0
TCGA-D8-A140-01A 62 years, female, white, stage:Stage IIB, alive, 403 days 1512.9
TCGA-D8-A27M-01A 59 years, female, white, stage:Stage IA, alive, 410 days 1472.7
TCGA-AR-A251-01A 51 years, female, white, stage:Stage IIIA, alive, 3030 days 1448.7
TCGA-A8-A08R-01A 52 years, female, stage:Stage IIB, alive, 30 days 1416.6
TCGA-BH-A0BL-01A 35 years, female, white, stage:Stage I, alive, 2278 days 1403.1
TCGA-S3-AA15-01A 51 years, female, black or african american, stage:Stage IIB, alive, 525 days 1380.4
TCGA-E2-A159-01A 50 years, female, white, stage:Stage IIA, alive, 762 days 1345.9
TCGA-A8-A09R-01A 82 years, female, stage:Stage IIB, alive, 273 days 1343.4
TCGA-A8-A099-01A 76 years, female, stage:Stage X, alive, 304 days 1337.4
TCGA-D8-A1JF-01A 79 years, female, white, stage:Stage IIIA, alive, 366 days 1334.2
TCGA-D8-A1XV-01A 84 years, female, white, stage:Stage IIA, alive, 461 days 1292.5
TCGA-A8-A07U-01A 66 years, female, stage:Stage IIIA, alive, 760 days 1281.8
TCGA-EW-A1PE-01A 56 years, female, white, stage:Stage IIA, alive, 320 days 1279.3
TCGA-AR-A24U-01A 47 years, female, white, stage:Stage IIA, alive, 3128 days 1271.0
TCGA-AO-A12D-01A 43 years, female, white, stage:Stage IIA, alive, 2515 days 1253.2
TCGA-AC-A23C-01A 62 years, female, white, stage:Stage IIB, alive, 585 days 1219.6
TCGA-A8-A07B-01A 69 years, female, stage:Stage IIA, alive, 1308 days 1176.7
TCGA-E9-A248-01A 51 years, female, white, stage:Stage IIA, alive, 59 days 1164.1
TCGA-D8-A73W-01A 79 years, female, white, stage:Stage IIIA, dead, 385 days 1037.5
TCGA-BH-A0BW-01A 71 years, female, black or african american, stage:Stage I, alive, 2371 days 982.2
TCGA-D8-A1XT-01A 61 years, female, white, stage:Stage IIA, alive, 506 days 937.0
TCGA-A7-A0DC-01A 63 years, female, white, stage:Stage IA, alive, 906 days 885.6
TCGA-S3-AA0Z-01A 63 years, female, black or african american, stage:Stage IIB, alive, 629 days 801.8
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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.

RPS2 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.

: 1621.48
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 1520.3
Number of samples 50
Samples
Sample Description pTPM
DO228409 31 years, female, NA, stage:1, alive, 4423 days 2918.3
DO228276 32 years, female, NA, stage:2, alive, 4613 days 2675.4
DO228483 34 years, female, NA, stage:0, alive, 1994 days 2601.9
DO228350 34 years, female, NA, stage:1, alive, 3069 days 2490.3
DO228460 25 years, female, NA, stage:2, alive, 3385 days 2458.6
DO228516 35 years, female, NA, stage:2, alive, 447 days 2453.8
DO228340 34 years, female, NA, stage:3, dead, 1051 days 2359.5
DO228272 32 years, female, NA, stage:2, alive, 4126 days 2275.9
DO228383 30 years, female, NA, stage:2, alive, 3975 days 2211.4
DO228310 33 years, female, NA, stage:2, dead, 153 days 2198.9
DO228509 33 years, female, NA, stage:1, alive, 377 days 2139.4
DO228431 32 years, female, NA, stage:2, alive, 2915 days 2097.6
DO228256 29 years, female, NA, stage:2, alive, 2312 days 2092.9
DO228506 32 years, female, NA, stage:1, alive, 489 days 2040.6
DO228404 29 years, female, NA, stage:1, alive, 3737 days 2030.8
DO228295 31 years, female, NA, stage:2, dead, 2616 days 2013.7
DO228266 33 years, female, NA, stage:2, dead, 3785 days 1999.7
DO228521 32 years, female, NA, stage:1, alive, 287 days 1934.6
DO228290 31 years, female, NA, stage:2, alive, 4268 days 1906.4
DO228268 35 years, female, NA, stage:2, alive, 5084 days 1869.2
DO228455 34 years, female, NA, stage:1, alive, 3115 days 1835.1
DO228449 27 years, female, NA, stage:2, alive, 4896 days 1818.6
DO228319 35 years, female, NA, stage:1, alive, 4716 days 1780.0
DO228423 34 years, female, NA, stage:2, alive, 4136 days 1775.4
DO228332 33 years, female, NA, stage:2, alive, 4776 days 1775.3
DO228307 35 years, female, NA, stage:2, alive, 4928 days 1753.0
DO228499 29 years, female, NA, stage:1, alive, 284 days 1715.2
DO228262 33 years, female, NA, stage:2, alive, 3889 days 1623.5
DO228502 27 years, female, NA, stage:1, alive, 164 days 1621.5
DO228247 33 years, female, NA, stage:3, dead, 2584 days 1595.1
DO228246 26 years, female, NA, stage:3, dead, 327 days 1539.9
DO228471 28 years, female, NA, stage:2, alive, 1827 days 1458.4
DO228356 33 years, female, NA, stage:2, dead, 3732 days 1430.8
DO228441 29 years, female, NA, stage:1, dead, 147 days 1401.9
DO228477 33 years, female, NA, stage:3, alive, 2188 days 1254.7
DO228479 27 years, female, NA, stage:2, alive, 1985 days 1181.2
DO228283 33 years, female, NA, stage:3, alive, 5180 days 941.3
DO228453 34 years, female, NA, stage:0, alive, 4157 days 537.4
DO228488 30 years, female, NA, stage:2, alive, 991 days 517.1
DO228321 35 years, female, NA, stage:2, dead, 4286 days 497.4
DO228430 31 years, female, NA, stage:1, alive, 4647 days 492.4
DO228300 35 years, female, NA, stage:2, alive, 952 days 419.2
DO228427 31 years, female, NA, stage:2, alive, 3995 days 376.5
DO229483 34 years, female, NA, stage:0, alive, 299 days 363.4
DO228433 34 years, female, NA, stage:3, alive, 1929 days 320.7
DO228426 35 years, female, NA, stage:2, alive, 4129 days 317.8
DO228293 28 years, female, NA, stage:2, alive, 4339 days 291.2
DO228260 32 years, female, NA, stage:2, alive, 3026 days 277.1
DO228452 32 years, female, NA, stage:2, dead, 1354 days 276.0
DO228439 33 years, female, NA, stage:1, alive, 1845 days 60.6
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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 HPA055133
 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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