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RPS16
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  • RPS16
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.

RPS16 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.

: 1808.51
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 1778.2
Number of samples 1022
Samples
Sample Description pTPM
TCGA-LL-A6FR-01A 50 years, female, black or african american, stage:Stage IIA, alive, 489 days 13218.9
TCGA-EW-A1PH-01A 52 years, female, white, stage:Stage IIA, alive, 607 days 10253.6
TCGA-B6-A0I1-01A 73 years, female, black or african american, stage:Stage IIA, dead, 2361 days 10090.7
TCGA-AN-A04C-01A 51 years, female, white, stage:Stage IIB, alive, 54 days 7196.5
TCGA-E9-A1RF-01A 68 years, female, white, stage:Stage IIIA, alive, 200 days 7032.7
TCGA-E2-A574-01A 44 years, female, black or african american, stage:Stage IIA, alive, 1179 days 6662.1
TCGA-C8-A8HP-01A 59 years, female, asian, stage:Stage IIIA, alive, 396 days 6461.6
TCGA-C8-A275-01A 56 years, female, asian, stage:Stage IIA, alive, 1 days 6394.7
TCGA-A7-A13E-01A 62 years, female, white, stage:Stage IIB, dead, 614 days 6209.1
TCGA-B6-A400-01A 43 years, female, black or african american, stage:Stage IIIA, alive, 215 days 5466.6
TCGA-AC-A2BK-01A 78 years, female, black or african american, stage:Stage IIIA, alive, 2222 days 5268.6
TCGA-OL-A5S0-01A 66 years, female, black or african american, stage:Stage IIB, alive, 620 days 5081.5
TCGA-A2-A04U-01A 47 years, female, white, stage:Stage IIA, alive, 2654 days 5013.4
TCGA-AC-A6IW-01A 73 years, female, black or african american, stage:Stage IIA, alive, 413 days 4966.8
TCGA-A1-A0SQ-01A 45 years, female, white, stage:Stage IIB, alive, 554 days 4855.0
TCGA-B6-A0I2-01A 45 years, female, white, stage:Stage IA, alive, 4361 days 4840.8
TCGA-D8-A1JM-01A 59 years, female, white, stage:Stage IIB, alive, 590 days 4671.8
TCGA-AQ-A54N-01A 51 years, female, black or african american, stage:Stage IIA, alive, 78 days 4647.7
TCGA-E9-A3X8-01A 48 years, female, white, stage:Stage IIB, alive, 926 days 4604.6
TCGA-A2-A0SX-01A 48 years, female, white, stage:Stage IA, alive, 1534 days 4594.0
TCGA-AN-A0AR-01A 55 years, female, white, stage:Stage IIA, alive, 10 days 4393.3
TCGA-A2-A3Y0-01A 57 years, female, black or african american, stage:Stage IIB, alive, 1546 days 4256.9
TCGA-AR-A2LR-01A 49 years, female, white, stage:Stage I, alive, 1742 days 4239.6
TCGA-AC-A5XU-01A 74 years, female, black or african american, stage:Stage IIB, alive, 455 days 4016.1
TCGA-E9-A1N8-01A 48 years, female, white, stage:Stage IIA, alive, 1039 days 3980.6
TCGA-BH-A0E0-01A 38 years, female, white, stage:Stage IIIC, alive, 134 days 3919.9
TCGA-A2-A0D0-01A 60 years, female, black or african american, stage:Stage IIA, alive, 2048 days 3902.4
TCGA-AC-A7VC-01A 56 years, female, white, stage:Stage IIB, alive, 1 days 3822.3
TCGA-A2-A3XX-01A 49 years, female, black or african american, stage:Stage IIA, dead, 1439 days 3776.1
TCGA-A2-A3XU-01A 35 years, female, black or african american, stage:Stage IIB, dead, 912 days 3689.1
TCGA-AO-A1KR-01A 51 years, female, white, stage:Stage IIA, alive, 2513 days 3663.0
TCGA-A8-A07R-01A 80 years, female, stage:Stage IIIC, alive, 273 days 3650.0
TCGA-A2-A0D2-01A 45 years, female, white, stage:Stage IIA, alive, 1027 days 3631.8
TCGA-A7-A6VW-01A 48 years, female, black or african american, stage:Stage IIA, alive, 285 days 3609.4
TCGA-E2-A1II-01A 51 years, female, white, stage:Stage I, alive, 1025 days 3481.1
TCGA-LL-A5YP-01A 49 years, female, black or african american, stage:Stage IIB, alive, 450 days 3451.9
TCGA-E9-A1RA-01A 48 years, female, white, stage:Stage IA, alive, 1369 days 3429.1
TCGA-AC-A3QP-01A 79 years, female, white, stage:Stage IIB, alive, 675 days 3417.9
TCGA-WT-AB41-01A 55 years, female, black or african american, stage:Stage IIB, alive, 1611 days 3387.4
TCGA-E9-A1NC-01A 61 years, female, white, stage:Stage IIB, alive, 1203 days 3362.6
TCGA-B6-A0I5-01A 49 years, female, white, stage:Stage IIB, alive, 8556 days 3354.9
TCGA-E9-A248-01A 51 years, female, white, stage:Stage IIA, alive, 59 days 3338.8
TCGA-E9-A249-01A 45 years, female, white, stage:Stage IIA, alive, 217 days 3310.6
TCGA-B6-A401-01A 47 years, female, black or african american, stage:Stage IIA, alive, 2596 days 3279.2
TCGA-AN-A0FD-01A 71 years, female, white, stage:Stage IIA, alive, 196 days 3244.9
TCGA-A2-A0CY-01A 63 years, female, white, stage:Stage IIB, alive, 1673 days 3198.0
TCGA-OL-A66L-01A 71 years, female, black or african american, stage:Stage IA, alive, 1301 days 3180.2
TCGA-A2-A3XV-01A 46 years, female, black or african american, stage:Stage IIA, alive, 996 days 3144.0
TCGA-E2-A15J-01A 51 years, female, white, stage:Stage I, alive, 1640 days 3124.5
TCGA-AC-A8OQ-01A 72 years, female, black or african american, stage:Stage IIB, alive, 34 days 3118.9
TCGA-A1-A0SK-01A 54 years, female, asian, stage:Stage IIA, dead, 967 days 3105.7
TCGA-B6-A0RS-01A 38 years, female, white, stage:Stage IIA, dead, 3063 days 3103.0
TCGA-AR-A256-01A 45 years, female, white, stage:Stage IIA, dead, 2854 days 3103.0
TCGA-E9-A5FK-01A 60 years, female, white, stage:Stage IIIC, alive, 812 days 3062.2
TCGA-A2-A3XW-01A 42 years, female, black or african american, stage:Stage IIB, alive, 1712 days 3034.3
TCGA-LL-A6FQ-01A 77 years, female, black or african american, stage:Stage IIIA, alive, 80 days 3010.3
TCGA-E2-A158-01A 43 years, female, white, stage:Stage IIA, alive, 450 days 2993.7
TCGA-B6-A0IQ-01A 40 years, female, white, stage:Stage IIIA, alive, 4285 days 2978.7
TCGA-OL-A5RZ-01A 57 years, female, black or african american, stage:Stage IA, alive, 679 days 2967.2
TCGA-LL-A5YN-01A 46 years, female, black or african american, stage:Stage IIA, alive, 447 days 2965.0
TCGA-A2-A0CR-01A 54 years, female, asian, stage:Stage IIB, alive, 3283 days 2958.8
TCGA-OL-A97C-01A 67 years, female, black or african american, stage:Stage IIB, alive, 271 days 2916.0
TCGA-E9-A22G-01A 47 years, female, white, stage:Stage IIA, alive, 1239 days 2911.0
TCGA-AC-A3TM-01A 50 years, female, white, stage:Stage IIIA, alive, 762 days 2910.9
TCGA-E2-A14R-01A 62 years, female, white, stage:Stage IIA, alive, 1174 days 2906.7
TCGA-E2-A14N-01A 37 years, female, white, stage:Stage IIB, alive, 1434 days 2899.4
TCGA-BH-A42V-01A 41 years, female, black or african american, stage:Stage IB, alive, 635 days 2898.9
TCGA-BH-A42U-01A 80 years, female, black or african american, stage:Stage IIA, alive, 3364 days 2898.2
TCGA-AO-A0J7-01A 71 years, female, white, stage:Stage IIB, alive, 618 days 2888.1
TCGA-E2-A576-01A 69 years, female, black or african american, stage:Stage IA, alive, 1043 days 2884.1
TCGA-PL-A8LY-01A 30 years, female, black or african american, stage:Stage IIB, alive, 8 days 2879.0
TCGA-AN-A0FX-01A 52 years, female, white, stage:Stage IIA, alive, 10 days 2862.0
TCGA-A8-A07U-01A 66 years, female, stage:Stage IIIA, alive, 760 days 2858.6
TCGA-AC-A5EH-01A 76 years, female, black or african american, stage:Stage IIB, alive, 511 days 2857.9
TCGA-MS-A51U-01A 44 years, female, white, stage:Stage IIB, alive, 681 days 2853.2
TCGA-B6-A0X0-01A 54 years, female, white, stage:Stage I, dead, 3945 days 2848.1
TCGA-AR-A24K-01A 46 years, female, white, stage:Stage IIA, alive, 1548 days 2839.6
TCGA-AR-A2LE-01A 69 years, female, white, stage:Stage I, alive, 5062 days 2836.2
TCGA-OL-A66I-01A 36 years, female, black or african american, stage:Stage IIA, alive, 714 days 2834.9
TCGA-A2-A0ST-01A 62 years, female, white, stage:Stage IIA, alive, 3017 days 2819.0
TCGA-GM-A3XG-01A 46 years, female, white, stage:Stage IIIA, alive, 1330 days 2794.5
TCGA-AC-A6NO-01A 43 years, female, black or african american, stage:Stage IIB, alive, 51 days 2789.7
TCGA-AC-A8OR-01A 75 years, female, white, stage:Stage IA, alive, 40 days 2785.1
TCGA-BH-A42T-01A 75 years, female, black or african american, stage:Stage IIA, dead, 320 days 2783.5
TCGA-A1-A0SB-01A 70 years, female, white, stage:Stage I, alive, 259 days 2773.2
TCGA-EW-A1OV-01A 56 years, female, white, stage:Stage IIB, alive, 789 days 2769.9
TCGA-A2-A0T5-01A 39 years, female, white, stage:Stage IIA, alive, 531 days 2767.6
TCGA-OL-A66O-01A 39 years, female, black or african american, stage:Stage IIB, alive, 528 days 2754.5
TCGA-E9-A3QA-01A 33 years, female, white, stage:Stage IIA, alive, 918 days 2754.2
TCGA-BH-A0B9-01A 44 years, female, white, stage:Stage IA, alive, 1572 days 2753.1
TCGA-E9-A6HE-01A 45 years, female, white, stage:Stage IIIC, alive, 847 days 2748.9
TCGA-AR-A1AN-01A 46 years, female, white, stage:Stage IIA, alive, 2920 days 2748.2
TCGA-OL-A5RX-01A 51 years, female, black or african american, stage:Stage IA, alive, 878 days 2746.8
TCGA-AR-A251-01A 51 years, female, white, stage:Stage IIIA, alive, 3030 days 2739.7
TCGA-A2-A0CK-01A 60 years, female, white, stage:Stage IIIA, alive, 4159 days 2727.6
TCGA-LD-A66U-01A 44 years, female, white, stage:Stage IIB, alive, 646 days 2727.5
TCGA-A7-A5ZX-01A 48 years, female, white, stage:Stage IIIC, alive, 336 days 2710.3
TCGA-D8-A147-01A 45 years, female, white, stage:'--, alive, 584 days 2704.5
TCGA-BH-A1FD-01A 68 years, female, white, stage:Stage I, dead, 1009 days 2692.2
TCGA-AR-A2LJ-01A 40 years, female, white, stage:Stage IIIA, alive, 2632 days 2676.5
TCGA-LL-A5YM-01A 88 years, female, black or african american, stage:Stage IIIB, alive, 394 days 2669.5
TCGA-Z7-A8R5-01A 61 years, female, white, stage:Stage IIIA, alive, 3287 days 2666.7
TCGA-BH-AB28-01A 53 years, female, white, stage:Stage IIIA, alive, 287 days 2659.6
TCGA-OL-A66N-01A 59 years, female, white, stage:Stage IIIC, alive, 792 days 2657.1
TCGA-LL-A73Y-01A 67 years, female, black or african american, stage:Stage IA, alive, 477 days 2655.1
TCGA-BH-A0DD-01A 58 years, male, white, stage:Stage IIB, alive, 2486 days 2643.5
TCGA-AN-A0AK-01A 76 years, female, white, stage:Stage IIA, alive, 224 days 2639.0
TCGA-D8-A1XK-01A 55 years, female, white, stage:Stage IIB, alive, 441 days 2639.0
TCGA-A1-A0SF-01A 54 years, female, white, stage:Stage IIA, alive, 1463 days 2631.3
TCGA-AC-A2QJ-01A 48 years, female, white, stage:Stage IIIB, dead, 446 days 2619.7
TCGA-E9-A1RB-01A 40 years, female, white, stage:Stage IIA, dead, 976 days 2610.7
TCGA-JL-A3YW-01A 49 years, female, asian, stage:Stage IIB, alive, 360 days 2590.5
TCGA-EW-A1P8-01A 58 years, female, white, stage:Stage IIIC, dead, 239 days 2589.4
TCGA-A2-A0CO-01A 85 years, female, white, stage:Stage IIB, dead, 1468 days 2582.5
TCGA-A7-A5ZW-01A 47 years, female, black or african american, stage:Stage IIA, alive, 326 days 2579.7
TCGA-BH-A0HU-01A 52 years, female, white, stage:Stage IA, alive, 392 days 2578.8
TCGA-AO-A12F-01A 36 years, female, white, stage:Stage IIA, alive, 1842 days 2555.6
TCGA-A2-A0CV-01A 41 years, female, asian, stage:Stage IIB, alive, 3011 days 2552.6
TCGA-JL-A3YX-01A 46 years, female, asian, stage:Stage IIA, alive, 352 days 2552.0
TCGA-E2-A1B6-01A 44 years, female, white, stage:Stage IIA, alive, 867 days 2545.9
TCGA-E2-A153-01A 51 years, female, white, stage:Stage IIB, alive, 707 days 2542.8
TCGA-OL-A6VR-01A 48 years, female, black or african american, stage:Stage IA, alive, 1220 days 2537.1
TCGA-A7-A4SE-01A 54 years, female, black or african american, stage:Stage IIA, alive, 644 days 2532.9
TCGA-5L-AAT1-01A 63 years, female, white, stage:Stage IV, alive, 1471 days 2528.5
TCGA-AN-A04A-01A 36 years, female, white, stage:Stage IIIA, alive, 90 days 2526.6
TCGA-D8-A27N-01A 36 years, female, white, stage:Stage IIIA, alive, 519 days 2520.2
TCGA-AN-A0FJ-01A 59 years, female, white, stage:Stage IV, alive, 242 days 2519.3
TCGA-LL-A5YL-01A 64 years, female, white, stage:Stage IIB, alive, 519 days 2516.9
TCGA-BH-A0BQ-01A 39 years, female, white, stage:Stage I, alive, 2255 days 2514.8
TCGA-AN-A0AS-01A 70 years, female, white, stage:Stage IIIA, alive, 10 days 2509.8
TCGA-A2-A0CP-01A 60 years, female, white, stage:Stage IA, alive, 2813 days 2501.5
TCGA-GM-A3XL-01A 49 years, female, black or african american, stage:Stage IIA, alive, 2108 days 2481.4
TCGA-S3-AA10-01A 65 years, female, black or african american, stage:Stage IIA, alive, 586 days 2480.9
TCGA-LD-A9QF-01A 73 years, female, black or african american, stage:Stage IA, alive, 323 days 2480.4
TCGA-OL-A5RW-01A 40 years, female, black or african american, stage:Stage IIA, alive, 1106 days 2469.5
TCGA-A2-A0YJ-01A 39 years, female, white, stage:Stage IIIA, alive, 566 days 2464.1
TCGA-E9-A1R0-01A 58 years, female, white, stage:Stage IIA, alive, 860 days 2461.6
TCGA-GM-A3XN-01A 44 years, female, white, stage:Stage IIIA, alive, 2019 days 2459.9
TCGA-BH-A0BG-01A 73 years, female, white, stage:Stage I, alive, 1871 days 2455.3
TCGA-HN-A2OB-01A 45 years, female, stage:Stage IIB, dead, 1900 days 2446.4
TCGA-OL-A66H-01A 74 years, female, black or african american, stage:Stage IB, alive, 812 days 2437.5
TCGA-D8-A1Y3-01A 61 years, female, white, stage:Stage IIIA, alive, 430 days 2433.5
TCGA-LL-A5YO-01A 50 years, female, black or african american, stage:Stage IA, alive, 440 days 2431.7
TCGA-AC-A23G-01A 76 years, female, white, stage:Stage IIA, alive, 2248 days 2424.7
TCGA-E9-A2JT-01A 63 years, female, white, stage:Stage IIA, alive, 288 days 2422.2
TCGA-OL-A5D7-01A 70 years, female, black or african american, stage:Stage IIA, alive, 1780 days 2413.9
TCGA-AC-A4ZE-01A 63 years, female, white, stage:Stage IIB, alive, 890 days 2413.0
TCGA-AO-A0JB-01A 50 years, female, white, stage:Stage IIIA, alive, 1542 days 2410.5
TCGA-BH-A1FC-01A 78 years, female, black or african american, stage:Stage IIA, dead, 3472 days 2405.4
TCGA-E9-A5FL-01A 65 years, female, white, stage:Stage IIB, alive, 24 days 2404.8
TCGA-B6-A0IJ-01A 42 years, female, black or african american, stage:Stage IIB, alive, 7106 days 2395.2
TCGA-AC-A3YJ-01A 66 years, female, white, stage:Stage IIA, alive, 754 days 2387.1
TCGA-A2-A25F-01A 66 years, female, white, stage:Stage IIA, alive, 322 days 2371.4
TCGA-A2-A0T3-01A 37 years, female, white, stage:Stage IB, alive, 1516 days 2359.9
TCGA-A7-A426-01A 50 years, female, white, stage:Stage IIIC, alive, 364 days 2359.8
TCGA-BH-A28Q-01A 46 years, female, white, stage:Stage IIB, alive, 1119 days 2357.7
TCGA-E2-A572-01A 72 years, female, black or african american, stage:Stage IIIA, alive, 1208 days 2349.9
TCGA-A2-A4RY-01A 46 years, female, white, stage:Stage IIIC, alive, 648 days 2344.7
TCGA-E2-A14Q-01A 50 years, female, white, stage:Stage IIB, alive, 1163 days 2342.8
TCGA-A2-A0T0-01A 59 years, female, white, stage:Stage IIB, alive, 533 days 2335.2
TCGA-BH-A0E6-01A 69 years, female, white, stage:Stage IA, alive, 293 days 2333.9
TCGA-D8-A27W-01A 55 years, female, white, stage:Stage IIIB, alive, 373 days 2332.1
TCGA-E9-A5UP-01A 63 years, female, white, stage:Stage IIA, alive, 803 days 2326.1
TCGA-BH-A0DP-01A 60 years, female, white, stage:Stage IIB, alive, 476 days 2321.4
TCGA-UL-AAZ6-01A 73 years, female, black or african american, stage:Stage IIA, alive, 518 days 2318.7
TCGA-A2-A04V-01A 39 years, female, white, stage:Stage IIA, dead, 1920 days 2317.5
TCGA-AR-A1AS-01A 54 years, female, asian, stage:Stage IIB, alive, 1150 days 2305.5
TCGA-BH-A18Q-01A 56 years, female, white, stage:Stage IIB, dead, 1692 days 2298.6
TCGA-D8-A27T-01A 53 years, female, white, stage:Stage IIIC, alive, 398 days 2294.4
TCGA-OL-A66K-01A 72 years, female, white, stage:Stage IIA, dead, 1275 days 2292.8
TCGA-AN-A046-01A 68 years, female, white, stage:Stage IIA, alive, 10 days 2285.8
TCGA-B6-A0IA-01A 51 years, female, white, stage:Stage IIA, alive, 8391 days 2284.6
TCGA-GM-A2DL-01A 50 years, female, white, stage:Stage I, alive, 3519 days 2281.9
TCGA-A2-A0CM-01A 40 years, female, black or african american, stage:Stage IIA, dead, 754 days 2277.6
TCGA-A2-A04T-01A 62 years, female, white, stage:Stage IIA, alive, 2246 days 2274.5
TCGA-AR-A0U0-01A 73 years, female, white, stage:Stage IIB, alive, 1988 days 2273.6
TCGA-AO-A12A-01A 47 years, female, white, stage:Stage IIA, alive, 3112 days 2266.5
TCGA-AR-A5QM-01A 62 years, female, white, stage:Stage IIA, alive, 2231 days 2263.3
TCGA-BH-A0HK-01A 81 years, female, white, stage:Stage IIB, alive, 178 days 2258.4
TCGA-E2-A1LG-01A 50 years, female, black or african american, stage:Stage IIA, alive, 1523 days 2258.0
TCGA-D8-A3Z5-01A 54 years, female, white, stage:Stage IIIC, alive, 1015 days 2254.4
TCGA-E2-A15E-01A 40 years, female, white, stage:Stage IIA, alive, 630 days 2252.6
TCGA-E2-A1B5-01A 46 years, female, white, stage:Stage IIA, alive, 984 days 2242.8
TCGA-GM-A2DI-01A 52 years, female, white, stage:Stage I, alive, 2590 days 2235.4
TCGA-A8-A092-01A 48 years, female, stage:Stage IIIA, alive, 942 days 2234.2
TCGA-C8-A1HJ-01A 53 years, female, asian, stage:Stage IIA, alive, 5 days 2232.7
TCGA-D8-A1JU-01A 51 years, female, white, stage:Stage IA, alive, 447 days 2230.7
TCGA-A8-A09Q-01A 83 years, female, stage:Stage IIIB, alive, 761 days 2229.1
TCGA-EW-A1OY-01A 63 years, female, white, stage:Stage IIA, alive, 908 days 2222.0
TCGA-A2-A04P-01A 36 years, female, black or african american, stage:Stage IIIC, dead, 548 days 2219.4
TCGA-AR-A5QP-01A 54 years, female, white, stage:Stage IIB, alive, 1185 days 2217.3
TCGA-BH-A0B8-01A 64 years, female, white, stage:Stage I, alive, 1569 days 2214.1
TCGA-A7-A3IY-01A 71 years, female, white, stage:Stage I, alive, 345 days 2213.3
TCGA-AO-A0JC-01A 64 years, female, white, stage:Stage IIA, alive, 1547 days 2210.7
TCGA-E9-A54Y-01A 63 years, female, white, stage:Stage IIIA, alive, 725 days 2203.3
TCGA-AR-A1AH-01A 51 years, female, white, stage:Stage IIB, alive, 3807 days 2202.6
TCGA-AN-A0XU-01A 54 years, female, white, stage:Stage IIA, alive, 10 days 2200.0
TCGA-EW-A1PD-01A 61 years, male, white, stage:Stage IIA, alive, 424 days 2197.6
TCGA-A2-A3XZ-01A 46 years, female, black or african american, stage:Stage I, alive, 1532 days 2195.2
TCGA-E2-A154-01A 68 years, female, white, stage:Stage I, alive, 591 days 2194.0
TCGA-BH-A0HN-01A 67 years, female, white, stage:Stage IA, alive, 516 days 2189.5
TCGA-B6-A0RV-01A 42 years, female, white, stage:Stage IIIA, alive, 5156 days 2186.8
TCGA-LD-A74U-01A 79 years, female, white, stage:Stage IIIC, alive, 402 days 2179.3
TCGA-EW-A424-01A 51 years, female, white, stage:Stage IIIA, alive, 715 days 2175.8
TCGA-AO-A03R-01A 57 years, female, white, stage:Stage IIB, alive, 2091 days 2175.5
TCGA-A8-A06O-01A 60 years, female, stage:Stage I, alive, 396 days 2171.8
TCGA-A2-A0EQ-01A 64 years, female, black or african american, stage:Stage IIA, alive, 2426 days 2169.4
TCGA-E9-A295-01A 71 years, female, white, stage:Stage IIA, alive, 375 days 2165.4
TCGA-W8-A86G-01A 66 years, female, white, stage:Stage IIA, alive, 347 days 2161.6
TCGA-AC-A2FF-01A 40 years, female, asian, stage:Stage IIB, alive, 2759 days 2155.3
TCGA-EW-A1P4-01A 43 years, female, white, stage:Stage IIA, alive, 907 days 2149.5
TCGA-D8-A1Y1-01A 80 years, female, white, stage:Stage IIIA, dead, 302 days 2147.2
TCGA-AO-A12C-01A 42 years, female, white, stage:Stage IIB, alive, 2372 days 2141.0
TCGA-BH-A2L8-01A 45 years, female, white, stage:Stage IIA, alive, 612 days 2140.8
TCGA-BH-A8G0-01A 54 years, female, white, stage:Stage IIB, alive, 662 days 2138.0
TCGA-D8-A1JP-01A 73 years, female, white, stage:Stage IA, alive, 639 days 2131.9
TCGA-E9-A3HO-01A 49 years, female, white, stage:Stage IIA, alive, 1158 days 2131.0
TCGA-AO-A0J4-01A 41 years, female, black or african american, stage:Stage IA, alive, 1587 days 2129.9
TCGA-D8-A1XL-01A 34 years, female, white, stage:Stage IIB, alive, 606 days 2128.3
TCGA-LL-A9Q3-01A 69 years, female, white, stage:Stage IIIC, alive, 532 days 2127.6
TCGA-GM-A5PX-01A 65 years, female, white, stage:Stage IIB, alive, 551 days 2125.7
TCGA-E9-A1RG-01A 62 years, female, white, stage:Stage IIIA, alive, 647 days 2125.6
TCGA-V7-A7HQ-01A 75 years, female, black or african american, stage:Stage IIIA, alive, 2033 days 2124.5
TCGA-BH-A0HX-01A 54 years, female, white, stage:Stage IIB, alive, 829 days 2112.7
TCGA-S3-A6ZG-01A 71 years, female, black or african american, stage:Stage IIB, alive, 562 days 2109.8
TCGA-A2-A25A-01A 44 years, female, white, stage:Stage IIA, alive, 3276 days 2109.2
TCGA-A2-A0YL-01A 48 years, female, white, stage:Stage IIIA, alive, 1474 days 2104.9
TCGA-BH-A28O-01A 50 years, female, white, stage:Stage IIIC, alive, 1120 days 2104.2
TCGA-A1-A0SP-01A 40 years, female, stage:Stage IIA, alive, 584 days 2097.0
TCGA-A2-A3XS-01A 62 years, female, black or african american, stage:Stage IIIA, dead, 1032 days 2095.8
TCGA-E2-A14P-01A 79 years, female, white, stage:Stage IIIC, alive, 1246 days 2093.7
TCGA-E9-A244-01A 54 years, female, white, stage:Stage IIA, alive, 21 days 2090.5
TCGA-BH-A0BJ-01A 41 years, female, white, stage:Stage IIB, alive, 660 days 2086.7
TCGA-4H-AAAK-01A 50 years, female, white, stage:Stage IIIA, alive, 348 days 2084.6
TCGA-E2-A1IN-01A 60 years, female, white, stage:Stage I, alive, 675 days 2083.5
TCGA-A2-A0SY-01A 62 years, female, white, stage:Stage IIIA, alive, 1347 days 2080.6
TCGA-BH-A0B0-01A 56 years, female, black or african american, stage:Stage I, alive, 2477 days 2079.7
TCGA-A7-A3J0-01A 62 years, female, white, stage:Stage IIA, alive, 313 days 2079.2
TCGA-A8-A08A-01A 89 years, female, stage:Stage I, alive, 30 days 2077.6
TCGA-AR-A1AT-01A 62 years, female, white, stage:Stage IIA, dead, 1272 days 2071.8
TCGA-GM-A5PV-01A 63 years, female, white, stage:Stage IIB, alive, 412 days 2067.2
TCGA-EW-A423-01A 75 years, female, white, stage:Stage IIA, alive, 533 days 2060.7
TCGA-BH-A0HF-01A 77 years, female, white, stage:Stage IA, alive, 727 days 2058.6
TCGA-BH-A8FZ-01A 58 years, female, white, stage:Stage IA, alive, 574 days 2057.7
TCGA-B6-A40C-01A 51 years, female, white, stage:Stage IIB, alive, 2164 days 2055.8
TCGA-A8-A093-01A 61 years, female, stage:Stage IIA, alive, 546 days 2054.9
TCGA-A2-A0EO-01A 54 years, female, white, stage:Stage IA, alive, 2442 days 2053.9
TCGA-A2-A4S3-01A 59 years, female, black or african american, stage:Stage IIB, alive, 666 days 2053.0
TCGA-BH-A203-01A 78 years, female, white, stage:Stage IIB, dead, 1174 days 2050.4
TCGA-AO-A03O-01A 69 years, female, black or african american, stage:Stage IIA, dead, 2483 days 2050.0
TCGA-BH-A0BM-01A 54 years, female, white, stage:Stage IIB, alive, 1876 days 2049.6
TCGA-AR-A2LO-01A 46 years, female, white, stage:Stage IIB, alive, 1198 days 2047.9
TCGA-A2-A04Q-01A 48 years, female, white, stage:Stage IA, alive, 2385 days 2046.4
TCGA-AN-A0FW-01A 67 years, female, white, stage:Stage IIIA, alive, 11 days 2039.7
TCGA-OL-A66J-01A 80 years, female, white, stage:Stage I, alive, 1996 days 2039.0
TCGA-GM-A2DM-01A 57 years, female, white, stage:Stage IIA, alive, 3226 days 2036.2
TCGA-A2-A0EP-01A 56 years, female, white, stage:Stage I, alive, 3603 days 2031.9
TCGA-D8-A1X6-01A 80 years, female, white, stage:Stage IIIA, alive, 541 days 2029.7
TCGA-AO-A126-01A 39 years, female, asian, stage:Stage IIA, alive, 3307 days 2026.3
TCGA-BH-A0BT-01A 56 years, female, white, stage:Stage IIA, alive, 2365 days 2011.6
TCGA-C8-A27B-01A 48 years, female, asian, stage:Stage IIB, alive, 439 days 2009.5
TCGA-B6-A40B-01A 76 years, female, white, stage:Stage I, alive, 3152 days 2001.8
TCGA-WT-AB44-01A 77 years, female, white, stage:Stage IA, alive, 883 days 1999.4
TCGA-EW-A1OZ-01A 56 years, female, black or african american, stage:Stage IIA, alive, 1229 days 1997.3
TCGA-BH-A18G-01A 81 years, female, white, stage:Stage IA, alive, 149 days 1996.7
TCGA-AN-A0FS-01A 55 years, female, white, stage:Stage IA, alive, 210 days 1992.5
TCGA-OL-A5DA-01A 61 years, female, white, stage:Stage IIA, alive, 1783 days 1989.9
TCGA-E2-A14Y-01A 35 years, female, white, stage:Stage IIA, alive, 2109 days 1989.3
TCGA-BH-A1FN-01A 34 years, female, white, stage:Stage IIA, dead, 2192 days 1988.8
TCGA-A8-A07P-01A 68 years, female, stage:Stage IIB, alive, 334 days 1985.1
TCGA-B6-A0WZ-01A 50 years, female, black or african american, stage:Stage II, alive, 6292 days 1984.2
TCGA-BH-A0RX-01A 59 years, female, white, stage:Stage IIA, alive, 170 days 1983.1
TCGA-E2-A2P5-01A 78 years, female, black or african american, stage:Stage IIIC, dead, 821 days 1981.9
TCGA-B6-A0RU-01A 40 years, female, white, stage:Stage IA, alive, 8605 days 1981.8
TCGA-AC-A3BB-01A 46 years, female, black or african american, stage:Stage IIIA, alive, 987 days 1978.8
TCGA-EW-A1P0-01A 55 years, female, white, stage:Stage IIB, alive, 1251 days 1977.2
TCGA-BH-A0W5-01A 77 years, female, white, stage:Stage IIA, alive, 1288 days 1974.9
TCGA-PE-A5DE-01A 41 years, female, white, stage:Stage IIA, alive, 2645 days 1974.5
TCGA-B6-A0RN-01A 60 years, female, white, stage:Stage IA, alive, 8008 days 1970.2
TCGA-XX-A89A-01A 68 years, female, white, stage:Stage IIB, alive, 488 days 1969.7
TCGA-AR-A254-01A 50 years, female, white, stage:Stage IIIA, alive, 2605 days 1967.2
TCGA-LL-A7SZ-01A 49 years, female, black or african american, stage:Stage IIB, alive, 594 days 1967.2
TCGA-BH-A0HQ-01A 56 years, female, white, stage:Stage IIA, alive, 1121 days 1967.1
TCGA-C8-A135-01A 64 years, female, asian, stage:Stage IIB, alive, 393 days 1965.5
TCGA-E2-A1LK-01A 84 years, female, black or african american, stage:Stage IIIC, dead, 266 days 1960.2
TCGA-AR-A1AR-01A 50 years, female, white, stage:Stage IIIA, dead, 524 days 1959.0
TCGA-E2-A14U-01A 74 years, female, white, stage:Stage I, alive, 1318 days 1958.4
TCGA-BH-A0B6-01A 47 years, female, white, stage:Stage I, alive, 2483 days 1958.1
TCGA-BH-A0HW-01A 62 years, female, asian, stage:Stage IA, alive, 1561 days 1956.1
TCGA-D8-A1XA-01A 64 years, female, white, stage:Stage IA, alive, 839 days 1954.5
TCGA-BH-A18U-01A 72 years, female, white, stage:Stage IIIA, dead, 1563 days 1954.3
TCGA-Z7-A8R6-01A 46 years, female, white, stage:Stage I, alive, 3256 days 1952.9
TCGA-BH-A5J0-01A 63 years, female, black or african american, stage:Stage IA, alive, 715 days 1951.7
TCGA-AQ-A54O-01A 51 years, male, black or african american, stage:Stage IIA, alive, 1001 days 1949.9
TCGA-A7-A4SD-01A 52 years, female, black or african american, stage:Stage IIA, alive, 441 days 1948.3
TCGA-AR-A24X-01A 52 years, female, white, stage:Stage IIA, alive, 3004 days 1945.7
TCGA-XX-A899-01A 46 years, female, white, stage:Stage IIIA, alive, 467 days 1945.4
TCGA-AO-A0J9-01A 61 years, female, white, stage:Stage IIIC, alive, 1613 days 1944.8
TCGA-AN-A0AM-01A 56 years, female, white, stage:Stage IIA, alive, 5 days 1940.8
TCGA-E9-A1NA-01A 58 years, female, white, stage:Stage IIA, alive, 1112 days 1940.8
TCGA-A7-A6VV-01A 51 years, female, black or african american, stage:Stage IIA, alive, 313 days 1937.3
TCGA-LL-A50Y-01A 84 years, female, white, stage:Stage IIA, alive, 762 days 1923.4
TCGA-AC-A7VB-01A 51 years, female, black or african american, stage:Stage IIA, alive, 250 days 1921.1
TCGA-A8-A085-01A 44 years, male, stage:Stage IIB, alive, 1124 days 1913.5
TCGA-A2-A0CS-01A 73 years, female, white, stage:Stage IV, dead, 2348 days 1909.1
TCGA-AR-A0TP-01A 43 years, female, white, stage:Stage IIA, alive, 4275 days 1894.4
TCGA-A2-A0T6-01A 50 years, female, white, stage:Stage IIB, alive, 575 days 1891.9
TCGA-A2-A259-01A 70 years, female, black or african american, stage:Stage I, alive, 1596 days 1891.4
TCGA-LD-A7W6-01A 54 years, female, white, stage:Stage IIB, alive, 404 days 1885.2
TCGA-BH-A0AW-01A 56 years, female, white, stage:Stage IIA, alive, 622 days 1884.9
TCGA-AN-A0FK-01A 88 years, female, white, stage:Stage IIIB, alive, 213 days 1883.7
TCGA-BH-A0HO-01A 48 years, female, white, stage:Stage IIA, alive, 76 days 1882.3
TCGA-LL-A441-01A 62 years, female, black or african american, stage:Stage IA, alive, 996 days 1882.0
TCGA-A8-A086-01A 59 years, female, stage:Stage IIA, alive, 396 days 1878.1
TCGA-AN-A0XT-01A 54 years, female, white, stage:Stage IIIA, alive, 10 days 1876.9
TCGA-AC-A5XS-01A 74 years, female, white, stage:Stage IIA, alive, 588 days 1876.5
TCGA-OL-A5RV-01A 43 years, female, black or african american, stage:Stage IIIC, alive, 1062 days 1873.2
TCGA-C8-A12Y-01A 44 years, female, asian, stage:Stage IIB, alive, 1476 days 1866.7
TCGA-D8-A1XO-01A 56 years, female, white, stage:Stage IIB, alive, 1682 days 1865.8
TCGA-5L-AAT0-01A 42 years, female, white, stage:Stage IIA, alive, 1477 days 1865.4
TCGA-BH-A0DT-01A 41 years, female, white, stage:Stage IIA, alive, 2403 days 1863.4
TCGA-AC-A3W7-01A 66 years, female, white, stage:Stage IIB, alive, 471 days 1863.2
TCGA-AO-A129-01A 29 years, female, white, stage:Stage IIB, alive, 3286 days 1860.8
TCGA-D8-A4Z1-01A 68 years, female, white, stage:Stage IA, alive, 659 days 1858.0
TCGA-GM-A2DO-01A 54 years, female, black or african american, stage:Stage I, alive, 2596 days 1856.0
TCGA-A2-A0EM-01A 73 years, female, white, stage:Stage IA, alive, 3094 days 1856.0
TCGA-A2-A0CW-01A 67 years, female, white, stage:Stage IIB, alive, 3283 days 1855.7
TCGA-A8-A09T-01A 68 years, female, stage:'--, alive, 579 days 1853.2
TCGA-AC-A3YI-01A 74 years, female, white, stage:Stage IIIC, alive, 707 days 1852.3
TCGA-A2-A0EU-01A 79 years, female, white, stage:Stage IA, alive, 1043 days 1847.3
TCGA-A8-A0A9-01A 80 years, female, stage:Stage IIA, alive, 822 days 1847.2
TCGA-AR-A24Q-01A 49 years, female, white, stage:Stage IIB, alive, 3172 days 1845.7
TCGA-E9-A1RI-01A 43 years, female, white, stage:Stage IIIA, alive, 1449 days 1845.5
TCGA-BH-A0B5-01A 40 years, female, white, stage:Stage IIIA, alive, 2136 days 1844.9
TCGA-A2-A1G6-01A 50 years, female, white, stage:Stage IIIA, alive, 501 days 1844.8
TCGA-B6-A0RQ-01A 68 years, female, white, stage:Stage IIB, dead, 4267 days 1844.3
TCGA-D8-A1X9-01A 66 years, female, white, stage:Stage IIB, alive, 727 days 1843.0
TCGA-E2-A1BD-01A 53 years, female, white, stage:Stage IIA, alive, 1133 days 1841.7
TCGA-BH-A0E2-01A 49 years, female, black or african american, stage:Stage IIIA, alive, 435 days 1841.4
TCGA-AC-A23E-01A 50 years, female, white, stage:Stage IIB, alive, 698 days 1834.1
TCGA-BH-A0BC-01A 60 years, female, white, stage:Stage IIIC, alive, 974 days 1833.4
TCGA-LL-A440-01A 61 years, female, white, stage:Stage IA, alive, 759 days 1833.3
TCGA-A2-A4RX-01A 67 years, female, black or african american, stage:Stage IIA, alive, 742 days 1831.6
TCGA-A7-A56D-01A 84 years, female, black or african american, stage:Stage IIA, alive, 448 days 1830.7
TCGA-AO-A0JJ-01A 54 years, female, white, stage:Stage IIB, alive, 1887 days 1830.6
TCGA-BH-A6R9-01A 61 years, female, white, stage:Stage IIA, alive, 160 days 1823.8
TCGA-E9-A54X-01A 85 years, female, white, stage:Stage IA, alive, 727 days 1822.3
TCGA-AR-A2LN-01A 65 years, female, white, stage:Stage IIA, alive, 1161 days 1822.3
TCGA-A7-A425-01A 70 years, female, white, stage:Stage IIIC, alive, 447 days 1819.9
TCGA-AN-A0FL-01A 62 years, female, white, stage:Stage IIA, alive, 231 days 1816.7
TCGA-A7-A0CJ-01A 57 years, female, white, stage:Stage IIA, alive, 931 days 1815.1
TCGA-AR-A1AP-01A 80 years, female, white, stage:Stage I, alive, 2856 days 1815.1
TCGA-EW-A6SB-01A 62 years, female, black or african american, stage:Stage II, alive, 760 days 1812.5
TCGA-BH-A0DZ-01A 43 years, female, white, stage:Stage IIB, alive, 495 days 1808.8
TCGA-E2-A1B4-01A 74 years, female, white, stage:Stage IIIA, dead, 1004 days 1808.2
TCGA-D8-A1Y2-01A 71 years, female, white, stage:Stage IIA, alive, 433 days 1800.3
TCGA-E2-A3DX-01A 43 years, female, white, stage:Stage IIIC, alive, 1325 days 1799.6
TCGA-E9-A22E-01A 56 years, female, white, stage:Stage IIIA, alive, 1269 days 1799.4
TCGA-E2-A1IF-01A 74 years, female, white, stage:Stage I, alive, 1138 days 1796.4
TCGA-E2-A14Z-01A 64 years, female, white, stage:Stage I, dead, 563 days 1793.5
TCGA-AR-A2LH-01A 55 years, female, white, stage:Stage III, dead, 616 days 1792.1
TCGA-E2-A14V-01A 53 years, female, white, stage:Stage IIB, alive, 1042 days 1790.1
TCGA-E2-A14W-01A 78 years, male, white, stage:Stage IIA, alive, 974 days 1786.1
TCGA-D8-A1JS-01A 77 years, female, white, stage:Stage IA, alive, 371 days 1784.1
TCGA-A7-A3RF-01A 79 years, female, white, stage:Stage IIA, alive, 408 days 1779.9
TCGA-A2-A1G4-01A 71 years, female, white, stage:Stage IIIA, alive, 595 days 1779.4
TCGA-A8-A09W-01A 70 years, female, stage:Stage IIIB, alive, 30 days 1778.5
TCGA-GM-A2DA-01A 46 years, female, white, stage:Stage IIB, dead, 6593 days 1778.4
TCGA-AC-A62V-01A 58 years, male, black or african american, stage:Stage IV, dead, 348 days 1777.5
TCGA-E2-A570-01A 47 years, female, black or african american, stage:Stage IB, alive, 931 days 1777.1
TCGA-A8-A07S-01A 73 years, female, stage:Stage IIA, alive, 243 days 1775.9
TCGA-E9-A1NI-01A 51 years, female, white, stage:Stage IIA, alive, 300 days 1775.5
TCGA-AR-A1AX-01A 64 years, female, white, stage:Stage I, alive, 2629 days 1775.2
TCGA-AC-A3TN-01A 75 years, female, white, stage:Stage IIB, alive, 456 days 1774.7
TCGA-E9-A22D-01A 38 years, female, white, stage:Stage IIA, alive, 1248 days 1772.0
TCGA-BH-A0BF-01A 56 years, female, white, stage:Stage IIB, dead, 1324 days 1772.0
TCGA-A2-A0YH-01A 53 years, female, white, stage:Stage IIIA, alive, 659 days 1771.8
TCGA-B6-A402-01A 47 years, female, black or african american, stage:Stage I, alive, 2281 days 1771.3
TCGA-AC-A6IV-01A 47 years, female, white, stage:Stage IIB, alive, 568 days 1771.2
TCGA-3C-AALJ-01A 62 years, female, black or african american, stage:Stage IIB, alive, 1474 days 1771.0
TCGA-B6-A0IK-01A 63 years, female, white, stage:Stage IIIB, dead, 571 days 1768.2
TCGA-D8-A1XS-01A 48 years, male, white, stage:Stage IIIC, alive, 496 days 1761.4
TCGA-AN-A0XO-01A 59 years, female, white, stage:Stage IIIA, alive, 375 days 1758.8
TCGA-EW-A1P7-01A 59 years, female, white, stage:Stage IIA, alive, 915 days 1756.6
TCGA-BH-A18V-01A 48 years, female, white, stage:Stage IIB, dead, 1556 days 1755.5
TCGA-C8-A3M7-01A 60 years, female, asian, stage:Stage IIIB, dead, 1034 days 1754.0
TCGA-AN-A03Y-01A 66 years, female, white, stage:Stage IIA, alive, 10 days 1753.0
TCGA-BH-A1FU-01A 44 years, female, white, stage:Stage IA, dead, 1688 days 1752.5
TCGA-C8-A131-01A 82 years, female, asian, stage:Stage IIIA, alive, 411 days 1752.2
TCGA-E2-A1L7-01A 40 years, female, white, stage:Stage IIIA, alive, 1836 days 1752.0
TCGA-C8-A1HF-01A 48 years, female, asian, stage:Stage IIA, alive, 332 days 1750.8
TCGA-E2-A1IG-01A 45 years, female, white, stage:Stage IIB, alive, 2140 days 1750.6
TCGA-GM-A2D9-01A 69 years, female, white, stage:Stage I, dead, 1812 days 1748.3
TCGA-D8-A27K-01A 47 years, female, white, stage:Stage IIB, alive, 1461 days 1746.0
TCGA-AR-A1AQ-01A 49 years, female, white, stage:Stage IIA, alive, 3021 days 1745.3
TCGA-3C-AAAU-01A 55 years, female, white, stage:Stage X, alive, 4047 days 1743.2
TCGA-EW-A6SD-01A 32 years, female, black or african american, stage:Stage IIB, alive, 1010 days 1742.8
TCGA-A8-A07Z-01A 85 years, female, stage:Stage IIA, alive, 1371 days 1739.5
TCGA-BH-A0DV-01A 54 years, female, white, stage:Stage IIIA, alive, 2064 days 1738.4
TCGA-A8-A08T-01A 64 years, female, stage:Stage IV, dead, 3409 days 1734.2
TCGA-A2-A0ET-01A 58 years, female, white, stage:Stage IIIA, alive, 1066 days 1733.9
TCGA-B6-A0WY-01A 40 years, female, white, stage:Stage IIIA, dead, 3461 days 1733.4
TCGA-E2-A1LE-01A 71 years, female, white, stage:Stage IIIC, dead, 879 days 1733.3
TCGA-E9-A1NH-01A 71 years, female, white, stage:Stage IIB, alive, 576 days 1733.2
TCGA-A2-A0D3-01A 42 years, female, white, stage:Stage IA, alive, 1873 days 1732.3
TCGA-B6-A0IG-01A 50 years, female, white, stage:Stage IIB, dead, 4456 days 1729.8
TCGA-BH-A0HB-01A 55 years, female, white, stage:Stage IA, alive, 806 days 1727.0
TCGA-E9-A22B-01A 71 years, female, white, stage:Stage IA, alive, 1167 days 1724.9
TCGA-A8-A07E-01A 81 years, female, stage:Stage X, alive, 608 days 1723.0
TCGA-AQ-A1H3-01A 49 years, female, white, stage:Stage IIIC, alive, 989 days 1722.0
TCGA-AN-A0XW-01A 36 years, female, white, stage:Stage IIIA, alive, 170 days 1719.9
TCGA-OL-A6VO-01A 43 years, female, black or african american, stage:Stage IA, alive, 858 days 1719.5
TCGA-BH-A18N-01A 88 years, female, white, stage:Stage IIA, dead, 468 days 1717.0
TCGA-S3-AA17-01A 64 years, female, black or african american, stage:Stage IIB, alive, 424 days 1716.3
TCGA-A2-A0SU-01A 66 years, female, white, stage:Stage IIA, alive, 1662 days 1716.1
TCGA-A2-A0CQ-01A 62 years, female, black or african american, stage:Stage IA, alive, 2695 days 1716.0
TCGA-OK-A5Q2-01A 59 years, female, stage:Stage II, alive, 64 days 1715.9
TCGA-B6-A0IP-01A 74 years, female, white, stage:Stage IA, dead, 3926 days 1715.6
TCGA-E2-A15D-01A 47 years, female, white, stage:Stage IIA, alive, 526 days 1715.4
TCGA-AR-A0TR-01A 68 years, female, white, stage:Stage IIB, dead, 160 days 1714.1
TCGA-BH-A8FY-01A 87 years, female, white, stage:Stage IA, dead, 295 days 1713.0
TCGA-AN-A0FN-01A 61 years, female, white, stage:Stage IA, alive, 218 days 1712.9
TCGA-C8-A26W-01A 58 years, female, asian, stage:Stage IIB, alive, 381 days 1712.4
TCGA-D8-A1JD-01A 41 years, female, white, stage:Stage IIB, alive, 552 days 1711.3
TCGA-AN-A0FY-01A 55 years, female, white, stage:Stage IA, alive, 10 days 1709.3
TCGA-BH-A0HP-01A 65 years, female, white, stage:Stage IIIA, alive, 414 days 1708.8
TCGA-A8-A08O-01A 45 years, female, stage:Stage IV, alive, 943 days 1708.1
TCGA-LL-A7T0-01A 70 years, female, black or african american, stage:Stage IIB, alive, 376 days 1708.0
TCGA-A7-A13F-01A 44 years, female, white, stage:Stage IIIA, alive, 765 days 1707.5
TCGA-A8-A0A4-01A 73 years, female, stage:Stage IIA, alive, 396 days 1702.3
TCGA-A8-A07B-01A 69 years, female, stage:Stage IIA, alive, 1308 days 1700.3
TCGA-LQ-A4E4-01A 73 years, female, white, stage:Stage IIIA, alive, 849 days 1699.6
TCGA-GM-A2DD-01A 53 years, female, white, stage:Stage I, alive, 2282 days 1699.2
TCGA-AR-A1AM-01A 52 years, female, white, stage:Stage IIIA, alive, 2991 days 1698.5
TCGA-BH-A0H0-01A 69 years, female, white, stage:Stage IA, alive, 461 days 1695.7
TCGA-A8-A08I-01A 53 years, female, stage:Stage IIA, alive, 365 days 1693.0
TCGA-B6-A409-01A 44 years, female, black or african american, stage:Stage IIIA, dead, 573 days 1692.5
TCGA-B6-A3ZX-01A 50 years, female, black or african american, stage:Stage IV, dead, 1152 days 1691.9
TCGA-A8-A08C-01A 65 years, female, stage:Stage IIA, alive, 881 days 1691.0
TCGA-AR-A24P-01A 47 years, female, white, stage:Stage I, alive, 84 days 1690.6
TCGA-S3-AA12-01A 82 years, female, black or african american, stage:Stage IIIA, alive, 574 days 1688.1
TCGA-A7-A0CD-01A 66 years, female, white, stage:Stage I, alive, 1165 days 1687.8
TCGA-BH-A0AZ-01A 47 years, female, white, stage:Stage IIIA, alive, 1919 days 1686.8
TCGA-GI-A2C9-01A 58 years, female, black or african american, stage:Stage IIB, alive, 3342 days 1686.7
TCGA-A2-A1FX-01A 61 years, female, white, stage:Stage IIIA, alive, 1847 days 1685.7
TCGA-AR-A24W-01A 55 years, female, white, stage:Stage IIB, alive, 1550 days 1684.4
TCGA-BH-A1EN-01A 78 years, female, white, stage:Stage IIA, dead, 2127 days 1684.3
TCGA-A8-A09X-01A 62 years, female, stage:Stage IIIC, dead, 426 days 1683.9
TCGA-EW-A1J1-01A 38 years, female, white, stage:Stage IIB, alive, 575 days 1683.6
TCGA-BH-A0W7-01A 49 years, female, white, stage:Stage I, alive, 1363 days 1683.6
TCGA-AR-A24V-01A 52 years, female, white, stage:Stage IIB, alive, 3203 days 1683.4
TCGA-C8-A26Z-01A 59 years, female, asian, stage:Stage IIA, alive, 470 days 1680.0
TCGA-A7-A6VX-01A 68 years, female, black or african american, stage:Stage IIA, alive, 317 days 1678.6
TCGA-A2-A3KC-01A 55 years, female, black or african american, stage:Stage IIB, alive, 1102 days 1678.3
TCGA-C8-A8HR-01A 49 years, female, asian, stage:Stage IIIA, alive, 408 days 1678.0
TCGA-B6-A0IM-01A 75 years, female, black or african american, stage:Stage IIB, dead, 3873 days 1677.7
TCGA-AN-A0FT-01A 63 years, female, white, stage:Stage IIB, alive, 214 days 1677.5
TCGA-BH-A0W4-01A 46 years, female, white, stage:Stage IIA, alive, 759 days 1676.7
TCGA-BH-A208-01A 48 years, female, white, stage:Stage IIB, dead, 1759 days 1673.5
TCGA-PE-A5DD-01A 64 years, female, asian, stage:Stage IIA, alive, 1953 days 1673.4
TCGA-AC-A2B8-01A 84 years, female, white, stage:Stage IIB, alive, 677 days 1673.0
TCGA-BH-A18J-01A 56 years, female, white, stage:Stage IV, dead, 612 days 1671.1
TCGA-B6-A0X5-01A 61 years, female, black or african american, stage:Stage IIB, dead, 2097 days 1669.3
TCGA-B6-A0X4-01A 62 years, female, white, stage:Stage IIB, dead, 860 days 1668.5
TCGA-LL-A73Z-01A 55 years, female, black or african american, stage:Stage IV, dead, 227 days 1668.5
TCGA-A1-A0SE-01A 56 years, female, white, stage:Stage I, alive, 1321 days 1665.6
TCGA-E9-A228-01A 58 years, female, white, stage:Stage IIB, alive, 1285 days 1664.2
TCGA-EW-A1P1-01A 68 years, female, white, stage:Stage IIIC, alive, 1210 days 1664.2
TCGA-C8-A273-01A 29 years, female, asian, stage:Stage IIB, alive, 513 days 1659.5
TCGA-AR-A2LQ-01A 59 years, female, white, stage:Stage IIB, alive, 1233 days 1659.1
TCGA-D8-A73X-01A 53 years, female, white, stage:Stage IIA, alive, 767 days 1659.1
TCGA-GM-A4E0-01A 67 years, female, white, stage:Stage IIIC, alive, 2191 days 1658.3
TCGA-AQ-A1H2-01A 84 years, female, white, stage:Stage IIIA, alive, 475 days 1658.2
TCGA-EW-A1IX-01A 48 years, female, asian, stage:Stage IIA, alive, 1208 days 1658.0
TCGA-EW-A1IW-01A 80 years, female, white, stage:Stage IIB, alive, 371 days 1657.7
TCGA-C8-A130-01A 52 years, female, asian, stage:Stage IIIA, alive, 370 days 1656.4
TCGA-C8-A1HK-01A 53 years, female, asian, stage:Stage IIB, alive, 366 days 1656.4
TCGA-A2-A0CT-01A 71 years, female, white, stage:Stage IIA, alive, 2289 days 1655.3
TCGA-A2-A4S1-01A 66 years, female, white, stage:Stage IIA, alive, 820 days 1654.9
TCGA-B6-A0RE-01A 61 years, female, black or african american, stage:Stage X, alive, 7777 days 1650.4
TCGA-D8-A1XB-01A 62 years, female, white, stage:Stage IIB, alive, 552 days 1649.6
TCGA-C8-A12L-01A 67 years, female, asian, stage:Stage IIA, alive, 363 days 1647.3
TCGA-B6-A0RT-01A 39 years, female, white, stage:Stage IIIA, alive, 2721 days 1647.2
TCGA-BH-A0BZ-01A 59 years, female, white, stage:Stage IIIA, alive, 2255 days 1643.9
TCGA-AC-A2FG-01A 79 years, female, white, stage:Stage IIB, alive, 1853 days 1640.7
TCGA-A8-A095-01A 45 years, female, stage:Stage I, alive, 1277 days 1639.2
TCGA-D8-A1XR-01A 56 years, female, white, stage:Stage IIB, alive, 482 days 1637.1
TCGA-OL-A66P-01A 75 years, female, black or african american, stage:Stage IIA, alive, 428 days 1636.6
TCGA-BH-A0AV-01A 52 years, female, black or african american, stage:Stage I, alive, 1820 days 1635.9
TCGA-E9-A1R2-01A 51 years, female, white, stage:Stage IIIC, alive, 1063 days 1632.8
TCGA-BH-A0DI-01A 63 years, female, white, stage:Stage IIB, alive, 912 days 1631.8
TCGA-OL-A5RY-01A 52 years, female, black or african american, stage:Stage IIA, alive, 752 days 1631.7
TCGA-C8-A12N-01A 58 years, female, asian, stage:Stage IIA, alive, 358 days 1630.5
TCGA-OL-A5D6-01A 71 years, female, black or african american, stage:Stage IIA, dead, 1104 days 1627.1
TCGA-BH-A0H3-01A 46 years, female, white, stage:Stage I, alive, 1928 days 1625.7
TCGA-BH-A0DS-01A 71 years, female, white, stage:Stage IIIA, alive, 78 days 1625.5
TCGA-E9-A1R6-01A 63 years, female, white, stage:Stage IIA, alive, 339 days 1624.6
TCGA-BH-A0EA-01A 72 years, female, white, stage:Stage IIA, dead, 991 days 1616.6
TCGA-E9-A227-01A 42 years, female, white, stage:Stage IIB, alive, 975 days 1616.2
TCGA-BH-A0EI-01A 51 years, female, white, stage:Stage IIA, alive, 1926 days 1613.8
TCGA-OL-A6VQ-01A 49 years, female, white, stage:Stage IIA, alive, 600 days 1612.9
TCGA-A7-A4SA-01A 40 years, female, white, stage:Stage IIB, alive, 454 days 1610.9
TCGA-B6-A0X1-01A 48 years, female, white, stage:'--, dead, 7455 days 1608.8
TCGA-A2-A0D1-01A 76 years, female, white, stage:Stage IIA, alive, 1051 days 1607.5
TCGA-AO-A1KQ-01A 84 years, male, white, stage:Stage IIIB, alive, 1882 days 1605.2
TCGA-AO-A0JL-01A 59 years, female, white, stage:Stage IIIA, alive, 1683 days 1601.1
TCGA-AC-A2FB-01A 65 years, female, white, stage:Stage IIA, alive, 1234 days 1599.7
TCGA-EW-A3U0-01A 61 years, female, black or african american, stage:Stage IIIA, alive, 532 days 1596.5
TCGA-D8-A27H-01A 72 years, female, white, stage:Stage IIA, alive, 397 days 1594.7
TCGA-E9-A1N9-01A 58 years, female, white, stage:Stage IIA, alive, 1101 days 1592.8
TCGA-A2-A4RW-01A 49 years, female, white, stage:Stage IIIC, alive, 222 days 1591.3
TCGA-AO-A1KO-01A 46 years, female, white, stage:Stage IIB, alive, 622 days 1591.1
TCGA-AO-A0JD-01A 59 years, female, white, stage:Stage IIIA, alive, 2190 days 1588.8
TCGA-A2-A25B-01A 39 years, female, black or african american, stage:Stage IIB, alive, 1291 days 1587.5
TCGA-EW-A1J2-01A 50 years, female, black or african american, stage:'--, alive, 403 days 1585.5
TCGA-AC-A2FK-01A 45 years, female, white, stage:Stage IIIC, alive, 2650 days 1582.1
TCGA-EW-A1PG-01A 53 years, female, white, stage:Stage IIB, alive, 1051 days 1580.5
TCGA-A8-A07L-01A 58 years, female, stage:Stage IIIA, alive, 975 days 1580.1
TCGA-AQ-A04J-01A 45 years, female, white, stage:Stage IIA, alive, 819 days 1579.9
TCGA-E9-A1N4-01A 41 years, female, white, stage:Stage IIIA, alive, 1000 days 1579.8
TCGA-A8-A0AB-01A 54 years, female, stage:Stage IIA, alive, 518 days 1578.7
TCGA-AC-A8OS-01A 71 years, female, white, stage:Stage IIA, alive, 70 days 1576.4
TCGA-A8-A079-01A 69 years, female, stage:Stage IIIB, alive, 274 days 1576.2
TCGA-D8-A27P-01A 64 years, female, white, stage:Stage IA, alive, 49 days 1574.5
TCGA-D8-A1JB-01A 54 years, female, white, stage:Stage IIB, alive, 1688 days 1573.3
TCGA-AC-A2FO-01A 65 years, female, white, stage:Stage IIB, alive, 2255 days 1572.6
TCGA-A8-A0A7-01A 57 years, female, stage:Stage IIB, alive, 30 days 1572.4
TCGA-A2-A0T2-01A 66 years, female, white, stage:Stage IV, dead, 255 days 1569.5
TCGA-E2-A1L6-01A 44 years, female, white, stage:Stage IIA, alive, 1648 days 1568.0
TCGA-E2-A105-01A 79 years, female, white, stage:Stage IIA, alive, 1308 days 1561.2
TCGA-BH-A0HA-01A 31 years, female, white, stage:Stage I, alive, 1611 days 1560.5
TCGA-A2-A0T4-01A 62 years, female, white, stage:Stage IIA, alive, 624 days 1559.8
TCGA-A1-A0SO-01A 67 years, female, white, stage:Stage IIB, alive, 852 days 1559.5
TCGA-E2-A10F-01A 47 years, female, white, stage:Stage IIA, alive, 878 days 1559.3
TCGA-E2-A1L9-01A 40 years, female, white, stage:Stage IIA, alive, 598 days 1558.5
TCGA-A7-A13H-01A 61 years, female, white, stage:Stage IIB, alive, 899 days 1557.3
TCGA-A8-A06Z-01A 84 years, female, stage:Stage IIB, alive, 31 days 1555.7
TCGA-GM-A2DN-01A 58 years, female, white, stage:Stage IIA, alive, 3091 days 1551.9
TCGA-GM-A3NY-01A 72 years, female, white, stage:Stage IIB, alive, 1162 days 1551.6
TCGA-A2-A04R-01A 36 years, female, black or african american, stage:Stage IA, alive, 3709 days 1551.1
TCGA-A2-A3XT-01A 45 years, female, black or african american, stage:Stage IIB, alive, 2770 days 1549.8
TCGA-AO-A124-01A 38 years, female, white, stage:Stage IIA, alive, 3506 days 1549.0
TCGA-PE-A5DC-01A 72 years, female, white, stage:Stage IIIA, dead, 1430 days 1548.9
TCGA-AN-A0AT-01A 62 years, female, white, stage:Stage IIA, alive, 10 days 1548.7
TCGA-AO-A1KP-01A 77 years, female, white, stage:Stage IIA, alive, 2953 days 1547.1
TCGA-BH-A0H5-01A 45 years, female, white, stage:Stage I, alive, 1620 days 1547.0
TCGA-B6-A0IE-01A 38 years, female, black or african american, stage:Stage IIIA, dead, 1993 days 1545.1
TCGA-BH-A0B4-01A 65 years, male, white, stage:Stage IIIA, alive, 1191 days 1542.4
TCGA-E2-A1LA-01A 59 years, female, stage:Stage IIA, alive, 748 days 1541.9
TCGA-AO-A12B-01A 63 years, female, white, stage:Stage IIA, alive, 2989 days 1539.9
TCGA-EW-A1IZ-01A 53 years, female, white, stage:Stage IIIA, alive, 554 days 1539.9
TCGA-AR-A250-01A 58 years, female, white, stage:Stage IIA, alive, 2707 days 1538.5
TCGA-A8-A09E-01A 73 years, female, stage:Stage IIIB, alive, 1492 days 1537.6
TCGA-A7-A5ZV-01A 62 years, female, black or african american, stage:Stage IIA, alive, 368 days 1537.1
TCGA-D8-A141-01A 40 years, female, white, stage:'--, alive, 626 days 1536.3
TCGA-BH-A5IZ-01A 51 years, female, black or african american, stage:Stage IIB, alive, 567 days 1535.2
TCGA-A2-A04X-01A 34 years, female, white, stage:Stage IIA, alive, 1686 days 1534.7
TCGA-EW-A1P6-01A 64 years, female, white, stage:Stage IIB, alive, 562 days 1533.3
TCGA-D8-A27I-01A 58 years, female, white, stage:Stage IIIA, alive, 439 days 1533.2
TCGA-A8-A06P-01A 63 years, female, stage:Stage IIIA, alive, 396 days 1532.1
TCGA-AR-A2LM-01A 49 years, female, white, stage:Stage II, alive, 1935 days 1532.1
TCGA-BH-A1FL-01A 69 years, female, white, stage:Stage IIB, dead, 1673 days 1530.7
TCGA-E2-A15K-01A 58 years, female, white, stage:Stage IIB, alive, 275 days 1530.3
TCGA-C8-A137-01A 34 years, female, asian, stage:Stage IIB, alive, 379 days 1527.2
TCGA-AR-A24S-01A 61 years, female, white, stage:Stage I, alive, 2976 days 1526.0
TCGA-E2-A56Z-01A 69 years, female, black or african american, stage:Stage IIB, alive, 252 days 1525.3
TCGA-D8-A13Z-01A 51 years, female, white, stage:'--, alive, 635 days 1523.3
TCGA-AR-A1AU-01A 39 years, female, white, stage:Stage IIIA, alive, 2868 days 1522.9
TCGA-E2-A10C-01A 54 years, female, white, stage:Stage IIB, alive, 1220 days 1522.9
TCGA-AR-A24O-01A 43 years, female, white, stage:Stage IIIA, alive, 3607 days 1522.5
TCGA-E2-A1AZ-01A 63 years, female, white, stage:Stage IIB, alive, 2329 days 1522.2
TCGA-A7-A0CG-01A 78 years, female, white, stage:Stage IIA, alive, 1043 days 1520.2
TCGA-A8-A06R-01A 69 years, female, stage:Stage IIB, alive, 547 days 1519.7
TCGA-C8-A274-01A 63 years, female, asian, stage:Stage IIA, alive, 508 days 1519.6
TCGA-A2-A0YK-01A 61 years, female, white, stage:Stage IIA, alive, 588 days 1518.1
TCGA-B6-A2IU-01A 62 years, female, white, stage:Stage IIA, alive, 5176 days 1517.1
TCGA-BH-A0DK-01A 49 years, female, white, stage:Stage IIA, alive, 423 days 1515.9
TCGA-A2-A0ES-01A 52 years, female, white, stage:Stage IIA, alive, 2190 days 1515.8
TCGA-AO-A0JF-01A 68 years, female, white, stage:Stage IIA, alive, 1980 days 1515.2
TCGA-AR-A24T-01A 46 years, female, white, stage:Stage IIIC, alive, 3202 days 1513.9
TCGA-D8-A1JI-01A 54 years, female, white, stage:Stage IIA, alive, 577 days 1510.7
TCGA-A7-A0CE-01A 57 years, female, white, stage:Stage IIA, alive, 1074 days 1510.2
TCGA-BH-A18H-01A 63 years, female, white, stage:Stage IA, alive, 652 days 1509.1
TCGA-AR-A1AO-01A 47 years, female, white, stage:Stage IIA, alive, 2618 days 1508.1
TCGA-A2-A1G0-01A 49 years, female, white, stage:Stage IIB, alive, 616 days 1505.8
TCGA-BH-A18L-01A 50 years, female, white, stage:Stage IIIA, dead, 811 days 1505.4
TCGA-EW-A1P3-01A 48 years, female, white, stage:Stage IIA, alive, 1611 days 1505.1
TCGA-BH-A1F0-01A 80 years, female, white, stage:Stage IIA, dead, 785 days 1499.6
TCGA-BH-A1EV-01A 45 years, female, white, stage:Stage IIIA, dead, 365 days 1499.1
TCGA-A8-A07O-01A 51 years, female, stage:Stage IIA, alive, 304 days 1498.7
TCGA-E9-A243-01A 52 years, female, white, stage:Stage IIA, alive, 612 days 1498.5
TCGA-D8-A27L-01A 49 years, female, white, stage:Stage IIIA, alive, 499 days 1497.8
TCGA-B6-A0IB-01A 64 years, female, white, stage:Stage IV, dead, 3941 days 1495.4
TCGA-E9-A1NG-01A 62 years, female, white, stage:Stage IIA, dead, 786 days 1493.9
TCGA-B6-A0RM-01A 57 years, female, black or african american, stage:Stage X, dead, 2373 days 1491.6
TCGA-BH-A0C3-01A 47 years, female, white, stage:Stage I, alive, 2709 days 1491.0
TCGA-BH-A0E1-01A 52 years, female, white, stage:Stage IIB, alive, 477 days 1490.3
TCGA-AQ-A7U7-01A 55 years, female, white, stage:Stage IIIA, dead, 584 days 1490.1
TCGA-AR-A5QQ-01A 68 years, female, white, stage:Stage IIIA, dead, 322 days 1490.0
TCGA-AN-A0AJ-01A 79 years, female, white, stage:Stage IIB, alive, 303 days 1489.5
TCGA-A2-A4S2-01A 62 years, female, white, stage:Stage IIIA, alive, 643 days 1489.2
TCGA-AR-A255-01A 62 years, female, white, stage:Stage I, alive, 2161 days 1489.0
TCGA-3C-AALI-01A 50 years, female, black or african american, stage:Stage IIB, alive, 4005 days 1488.3
TCGA-AO-A0J8-01A 61 years, female, white, stage:Stage IIA, alive, 680 days 1487.6
TCGA-AC-A3HN-01A 87 years, female, white, stage:Stage IIB, alive, 496 days 1485.9
TCGA-AC-A2FE-01A 62 years, female, white, stage:Stage IIIC, dead, 2636 days 1483.9
TCGA-BH-A0B3-01A 53 years, female, white, stage:Stage IIB, alive, 1203 days 1482.4
TCGA-A2-A0EY-01A 62 years, female, white, stage:Stage IIB, alive, 1925 days 1482.2
TCGA-A2-A0EW-01A 53 years, female, white, stage:Stage IIIC, dead, 1884 days 1480.8
TCGA-D8-A27V-01A 62 years, female, white, stage:Stage IIA, alive, 381 days 1480.0
TCGA-AC-A62Y-01A 79 years, female, white, stage:Stage IIB, alive, 530 days 1479.9
TCGA-B6-A0RI-01A 44 years, female, white, stage:Stage IIIB, alive, 7126 days 1478.7
TCGA-AR-A0TY-01A 54 years, female, white, stage:Stage IIA, dead, 1699 days 1475.9
TCGA-C8-A1HO-01A 34 years, female, asian, stage:Stage IIIC, alive, 375 days 1475.1
TCGA-E2-A1IK-01A 71 years, female, white, stage:Stage IIA, alive, 1800 days 1473.6
TCGA-A8-A08B-01A 52 years, female, stage:Stage IIA, alive, 1156 days 1472.5
TCGA-BH-A1ES-01A 35 years, female, white, stage:Stage IIB, dead, 3462 days 1472.4
TCGA-E2-A15O-01A 89 years, female, black or african american, stage:Stage I, alive, 289 days 1470.7
TCGA-AR-A1AL-01A 60 years, female, white, stage:Stage IIIA, alive, 2971 days 1470.6
TCGA-E2-A1IO-01A 37 years, female, white, stage:Stage I, alive, 1855 days 1468.4
TCGA-AO-A0J6-01A 61 years, female, white, stage:Stage IIA, alive, 1140 days 1468.4
TCGA-B6-A0WV-01A 67 years, female, white, stage:Stage IIB, dead, 2417 days 1467.8
TCGA-AO-A128-01A 61 years, female, white, stage:Stage IIA, alive, 3248 days 1467.3
TCGA-A2-A0CX-01A 52 years, female, white, stage:Stage IIA, alive, 1728 days 1464.8
TCGA-EW-A1OX-01A 43 years, female, white, stage:Stage IIA, alive, 911 days 1464.4
TCGA-AC-A8OP-01A 72 years, female, black or african american, stage:Stage IA, alive, 614 days 1464.1
TCGA-GM-A3NW-01A 63 years, female, white, stage:Stage IIA, alive, 3361 days 1459.5
TCGA-A2-A04N-01A 66 years, female, white, stage:Stage IA, alive, 4354 days 1458.9
TCGA-AO-A12G-01A 75 years, female, white, stage:Stage IIA, alive, 1639 days 1458.7
TCGA-BH-A0EE-01A 68 years, female, white, stage:Stage IIB, alive, 943 days 1456.9
TCGA-E9-A1QZ-01A 61 years, female, white, stage:Stage IIA, alive, 755 days 1454.7
TCGA-BH-A1FB-01A 60 years, female, white, stage:Stage IIB, dead, 3669 days 1453.3
TCGA-A2-A04W-01A 50 years, female, white, stage:Stage IIB, alive, 3102 days 1452.1
TCGA-AN-A049-01A 62 years, female, white, stage:Stage IIA, alive, 19 days 1451.4
TCGA-AR-A0U4-01A 54 years, female, white, stage:Stage IIA, alive, 3261 days 1450.5
TCGA-A2-A0YM-01A 67 years, female, white, stage:Stage IIA, alive, 965 days 1449.2
TCGA-E2-A1IJ-01A 57 years, female, white, stage:Stage I, alive, 865 days 1449.2
TCGA-AO-A1KT-01A 78 years, female, white, stage:Stage IIA, alive, 541 days 1448.6
TCGA-BH-A0HL-01A 56 years, female, white, stage:Stage IIB, alive, 72 days 1445.9
TCGA-BH-A1EW-01A 38 years, female, white, stage:Stage IIA, dead, 1694 days 1445.1
TCGA-C8-A12O-01A 50 years, female, asian, stage:Stage IIA, alive, 385 days 1442.0
TCGA-E2-A1IH-01A 80 years, female, white, stage:Stage I, alive, 1026 days 1441.8
TCGA-BH-A0DG-01A 30 years, female, black or african american, stage:Stage IIA, alive, 2041 days 1439.5
TCGA-D8-A27R-01A 41 years, female, white, stage:Stage IIIC, alive, 307 days 1438.9
TCGA-BH-A0DX-01A 62 years, female, white, stage:Stage I, alive, 2156 days 1434.4
TCGA-BH-A18M-01A 39 years, female, white, stage:Stage IIIA, dead, 2207 days 1431.6
TCGA-BH-A0AY-01A 62 years, female, white, stage:Stage IIA, alive, 777 days 1430.9
TCGA-E2-A15G-01A 76 years, female, white, stage:Stage IIA, alive, 554 days 1430.6
TCGA-E2-A1IU-01A 60 years, female, white, stage:Stage IA, alive, 337 days 1427.9
TCGA-GM-A2DH-01A 58 years, female, white, stage:Stage I, alive, 2193 days 1427.2
TCGA-D8-A1Y0-01A 65 years, female, white, stage:Stage IIIA, alive, 472 days 1426.3
TCGA-AR-A5QN-01A 68 years, female, white, stage:Stage IIIC, alive, 1013 days 1425.6
TCGA-E9-A1N5-01A 45 years, female, white, stage:Stage IIB, alive, 1120 days 1425.0
TCGA-EW-A1J3-01A 61 years, female, white, stage:Stage IA, alive, 504 days 1424.9
TCGA-B6-A0WX-01A 40 years, female, black or african american, stage:Stage IIIA, dead, 639 days 1421.4
TCGA-LL-A8F5-01A 61 years, female, black or african american, stage:Stage IIA, alive, 596 days 1420.0
TCGA-D8-A1XJ-01A 76 years, female, white, stage:Stage IIIA, alive, 664 days 1419.9
TCGA-E2-A573-01A 48 years, female, black or african american, stage:Stage IA, alive, 1062 days 1419.7
TCGA-E9-A245-01A 47 years, female, white, stage:Stage IIB, dead, 26 days 1418.7
TCGA-A2-A0T1-01A 55 years, female, american indian or alaska native, stage:Stage IIIC, alive, 521 days 1417.4
TCGA-E2-A156-01A 61 years, female, white, stage:Stage I, alive, 726 days 1417.2
TCGA-A1-A0SG-01A 61 years, female, white, stage:Stage IIB, alive, 434 days 1417.1
TCGA-3C-AALK-01A 52 years, female, black or african american, stage:Stage IA, alive, 1448 days 1414.9
TCGA-B6-A0RP-01A 73 years, female, white, stage:'--, dead, 3126 days 1414.4
TCGA-AO-A125-01A 72 years, female, black or african american, stage:Stage IIA, alive, 3456 days 1413.7
TCGA-BH-A1FR-01A 73 years, female, white, stage:Stage IIIB, dead, 1642 days 1413.2
TCGA-AR-A0TV-01A 66 years, female, stage:Stage IIA, alive, 2288 days 1413.1
TCGA-C8-A1HI-01A 40 years, female, asian, stage:Stage IIIA, alive, 343 days 1405.4
TCGA-A8-A08Z-01A 76 years, female, stage:'--, alive, 1217 days 1403.1
TCGA-A7-A0DA-01A 62 years, female, white, stage:Stage IIA, alive, 1085 days 1401.6
TCGA-A7-A3J1-01A 63 years, female, white, stage:Stage IA, alive, 343 days 1400.9
TCGA-D8-A73U-01A 88 years, female, white, stage:Stage IIA, alive, 492 days 1396.6
TCGA-AR-A2LL-01A 70 years, female, white, stage:Stage IIB, alive, 2012 days 1395.3
TCGA-D8-A27G-01A 75 years, female, white, stage:Stage IIA, alive, 409 days 1394.6
TCGA-AR-A1AK-01A 70 years, female, white, stage:Stage I, alive, 3159 days 1387.3
TCGA-AR-A1AV-01A 68 years, male, white, stage:Stage IIB, alive, 1864 days 1386.8
TCGA-E9-A22A-01A 74 years, female, white, stage:Stage IIA, alive, 1189 days 1385.1
TCGA-C8-A26X-01A 58 years, female, asian, stage:Stage IIA, alive, 376 days 1382.5
TCGA-C8-A134-01A 52 years, female, asian, stage:Stage IIA, alive, 383 days 1380.6
TCGA-C8-A1HL-01A 38 years, female, asian, stage:Stage IIIA, alive, 317 days 1378.2
TCGA-E2-A1LI-01A 57 years, female, white, stage:Stage IIB, alive, 3121 days 1377.6
TCGA-B6-A0RH-01A 51 years, female, black or african american, stage:Stage IIA, dead, 6456 days 1376.5
TCGA-AN-A0G0-01A 56 years, female, white, stage:Stage IIA, alive, 16 days 1374.6
TCGA-A2-A0YD-01A 63 years, female, white, stage:Stage IIB, alive, 769 days 1370.5
TCGA-AN-A0XN-01A 68 years, female, white, stage:Stage IIIA, alive, 10 days 1368.5
TCGA-E2-A2P6-01A 77 years, female, stage:Stage IIB, alive, 1051 days 1367.9
TCGA-D8-A1JN-01A 80 years, female, white, stage:Stage IIIC, alive, 620 days 1367.1
TCGA-A2-A0EN-01A 70 years, female, white, stage:Stage IIA, alive, 4088 days 1365.1
TCGA-A7-A3IZ-01A 62 years, female, white, stage:Stage IIA, alive, 322 days 1364.5
TCGA-BH-A1FJ-01A 66 years, female, white, stage:Stage IIIA, dead, 1927 days 1362.1
TCGA-B6-A0IH-01A 81 years, female, white, stage:Stage IIIA, dead, 2965 days 1360.7
TCGA-BH-A18R-01A 50 years, female, white, stage:Stage IIA, dead, 1142 days 1358.8
TCGA-AR-A24H-01A 65 years, female, white, stage:Stage IIA, alive, 4894 days 1358.6
TCGA-BH-A0BV-01A 78 years, female, white, stage:Stage IIB, alive, 1519 days 1356.0
TCGA-A7-A2KD-01A 53 years, female, black or african american, stage:Stage IIIA, alive, 679 days 1354.1
TCGA-C8-A8HQ-01A 53 years, female, asian, stage:Stage IIB, alive, 380 days 1354.0
TCGA-C8-A12V-01A 55 years, female, asian, stage:Stage IIA, alive, 385 days 1352.9
TCGA-A2-A1FV-01A 74 years, female, white, stage:Stage IIB, alive, 714 days 1352.2
TCGA-E9-A5UO-01A 41 years, female, white, stage:Stage IIA, alive, 785 days 1351.1
TCGA-BH-A0BO-01A 54 years, female, white, stage:Stage I, alive, 2197 days 1350.9
TCGA-A8-A082-01A 58 years, female, stage:Stage IIB, alive, 549 days 1350.3
TCGA-AC-A2QI-01A 76 years, female, white, stage:Stage IIIA, alive, 588 days 1348.0
TCGA-B6-A0RO-01A 71 years, female, white, stage:Stage IIIB, alive, 4929 days 1347.7
TCGA-D8-A1XQ-01A 69 years, female, white, stage:Stage IIA, alive, 499 days 1346.8
TCGA-E2-A1LS-01A 46 years, female, white, stage:Stage IA, alive, 1604 days 1345.9
TCGA-OL-A5RU-01A 63 years, female, black or african american, stage:Stage IIA, alive, 1219 days 1344.4
TCGA-E2-A15H-01A 38 years, female, white, stage:Stage IIA, alive, 393 days 1343.6
TCGA-E9-A1NF-01A 60 years, female, white, stage:Stage IIA, dead, 1072 days 1342.6
TCGA-A8-A08R-01A 52 years, female, stage:Stage IIB, alive, 30 days 1341.7
TCGA-A8-A09V-01A 51 years, female, stage:Stage IIA, alive, 457 days 1340.9
TCGA-E9-A1R3-01A 70 years, female, white, stage:Stage IIIC, alive, 78 days 1340.2
TCGA-5T-A9QA-01A 52 years, female, black or african american, stage:Stage IIA, alive, 303 days 1337.1
TCGA-EW-A1J5-01A 59 years, female, white, stage:Stage IIB, alive, 477 days 1336.1
TCGA-AO-A03L-01A 34 years, female, asian, stage:Stage IIIA, alive, 2442 days 1335.6
TCGA-AR-A0TS-01A 46 years, female, white, stage:Stage IIB, alive, 2558 days 1335.4
TCGA-BH-A0EB-01A 69 years, female, white, stage:Stage IA, alive, 745 days 1329.7
TCGA-D8-A1JL-01A 72 years, female, white, stage:Stage IIA, alive, 611 days 1328.5
TCGA-BH-A0H7-01A 65 years, female, white, stage:Stage IIIA, alive, 702 days 1328.3
TCGA-AO-A0J2-01A 41 years, female, white, stage:Stage IA, alive, 997 days 1326.7
TCGA-AN-A04D-01A 58 years, female, white, stage:Stage IIB, alive, 52 days 1326.3
TCGA-BH-A0HY-01A 60 years, female, white, stage:Stage I, alive, 1545 days 1325.9
TCGA-A7-A4SF-01A 54 years, female, black or african american, stage:Stage IIA, alive, 545 days 1325.8
TCGA-E9-A2JS-01A 72 years, female, white, stage:Stage IIB, dead, 904 days 1322.0
TCGA-B6-A0RL-01A 60 years, female, black or african american, stage:Stage IIA, dead, 2469 days 1318.9
TCGA-E9-A1RH-01A 63 years, female, white, stage:Stage IIA, alive, 1417 days 1318.0
TCGA-AN-A0XR-01A 55 years, female, white, stage:Stage IIIA, alive, 10 days 1316.0
TCGA-D8-A145-01A 80 years, female, white, stage:Stage IIA, alive, 410 days 1315.3
TCGA-LL-A740-01A 61 years, female, black or african american, stage:Stage IA, alive, 441 days 1314.9
TCGA-EW-A1PB-01A 70 years, female, black or african american, stage:Stage IIIA, alive, 608 days 1314.2
TCGA-AR-A1AI-01A 47 years, female, white, stage:Stage IIA, alive, 3296 days 1314.0
TCGA-B6-A0RG-01A 26 years, female, white, stage:Stage IIB, alive, 2082 days 1311.6
TCGA-AO-A0JG-01A 49 years, female, white, stage:Stage IIIA, alive, 798 days 1308.8
TCGA-BH-A209-01A 77 years, female, black or african american, stage:Stage I, dead, 3959 days 1308.6
TCGA-BH-A0HI-01A 78 years, female, white, stage:Stage IA, alive, 620 days 1307.9
TCGA-E2-A107-01A 54 years, female, white, stage:Stage IIIA, alive, 1047 days 1307.4
TCGA-E2-A15L-01A 65 years, female, black or african american, stage:Stage IIA, alive, 626 days 1307.0
TCGA-E9-A1RC-01A 56 years, female, white, stage:Stage IIIC, alive, 1224 days 1306.5
TCGA-BH-A0BD-01A 47 years, female, white, stage:Stage IIA, alive, 554 days 1306.0
TCGA-A2-A4S0-01A 77 years, female, white, stage:Stage IIA, alive, 706 days 1305.6
TCGA-EW-A2FR-01A 59 years, female, black or african american, stage:Stage IIIC, alive, 1673 days 1305.5
TCGA-AC-A6IX-01A 49 years, female, white, stage:Stage IIIC, alive, 373 days 1305.2
TCGA-AQ-A0Y5-01A 70 years, female, white, stage:Stage IIIA, dead, 172 days 1303.5
TCGA-AN-A0XV-01A 67 years, female, white, stage:Stage IIIA, alive, 162 days 1303.0
TCGA-BH-A0B1-01A 66 years, female, white, stage:Stage IIB, alive, 1148 days 1302.5
TCGA-BH-A0AU-01A 45 years, female, white, stage:Stage IIA, alive, 1914 days 1301.5
TCGA-AR-A2LK-01A 62 years, female, white, stage:Stage III, dead, 1649 days 1300.4
TCGA-BH-A18F-01A 50 years, female, white, stage:Stage IIA, alive, 1001 days 1295.0
TCGA-A8-A07C-01A 57 years, female, stage:Stage IIA, alive, 1034 days 1294.0
TCGA-B6-A408-01A 55 years, female, black or african american, stage:Stage IIIC, alive, 2072 days 1292.1
TCGA-S3-AA11-01A 67 years, female, black or african american, stage:Stage IIA, alive, 421 days 1292.1
TCGA-E9-A229-01A 37 years, female, white, stage:Stage IA, alive, 1148 days 1291.2
TCGA-C8-A12W-01A 49 years, female, asian, stage:Stage IIIB, alive, 385 days 1287.6
TCGA-E9-A1N3-01A 70 years, female, white, stage:Stage IIIA, alive, 1059 days 1283.8
TCGA-E2-A15F-01A 64 years, female, white, stage:Stage I, alive, 658 days 1281.4
TCGA-EW-A2FW-01A 52 years, female, white, stage:Stage IIA, alive, 672 days 1277.3
TCGA-D8-A1JH-01A 56 years, female, white, stage:Stage IA, alive, 426 days 1275.7
TCGA-AR-A1AY-01A 65 years, female, white, stage:Stage I, alive, 1026 days 1273.7
TCGA-AO-A0JI-01A 56 years, female, white, stage:Stage IIA, alive, 1528 days 1270.7
TCGA-C8-A138-01A 54 years, female, asian, stage:Stage IIIA, alive, 380 days 1270.0
TCGA-A1-A0SH-01A 39 years, female, white, stage:Stage IIA, alive, 1437 days 1269.3
TCGA-GM-A2DC-01A 57 years, female, white, stage:Stage IIA, alive, 2535 days 1268.6
TCGA-BH-A0BP-01A 76 years, female, white, stage:Stage I, dead, 2296 days 1266.6
TCGA-E9-A1ND-01A 75 years, female, white, stage:Stage IIB, alive, 1266 days 1265.2
TCGA-BH-A0GY-01A 67 years, female, white, stage:Stage IIA, alive, 923 days 1264.0
TCGA-D8-A1XM-01A 57 years, female, white, stage:Stage IA, alive, 538 days 1262.7
TCGA-BH-A1FE-01A 31 years, female, white, stage:Stage IIB, dead, 2273 days 1258.7
TCGA-BH-A0H9-01A 69 years, female, white, stage:Stage IIA, alive, 1247 days 1258.6
TCGA-A8-A09A-01A 40 years, female, stage:Stage X, alive, 304 days 1255.0
TCGA-AC-A62X-01A 72 years, female, black or african american, stage:Stage IIA, alive, 417 days 1253.7
TCGA-A8-A09B-01A 58 years, female, stage:Stage IIIB, alive, 365 days 1251.8
TCGA-D8-A27M-01A 59 years, female, white, stage:Stage IA, alive, 410 days 1251.5
TCGA-A2-A0CL-01A 37 years, female, black or african american, stage:Stage IIIA, alive, 3015 days 1249.1
TCGA-E2-A15M-01A 66 years, female, white, stage:Stage IIA, dead, 336 days 1248.7
TCGA-GM-A2DK-01A 58 years, female, white, stage:Stage I, alive, 2645 days 1246.1
TCGA-E2-A14T-01A 52 years, female, white, stage:Stage IIA, alive, 2311 days 1245.8
TCGA-BH-A0WA-01A 82 years, female, white, stage:Stage I, alive, 701 days 1244.8
TCGA-A1-A0SN-01A 50 years, female, white, stage:Stage IIA, alive, 1196 days 1244.8
TCGA-A8-A07J-01A 35 years, female, stage:Stage IIB, alive, 365 days 1240.3
TCGA-D8-A27E-01A 66 years, female, white, stage:Stage IA, alive, 530 days 1239.1
TCGA-E2-A14X-01A 55 years, female, black or african american, stage:Stage IIIA, alive, 972 days 1236.9
TCGA-E2-A152-01A 56 years, female, white, stage:Stage I, alive, 2128 days 1236.6
TCGA-AN-A0FF-01A 32 years, female, white, stage:Stage IA, alive, 172 days 1233.2
TCGA-D8-A1JE-01A 62 years, female, white, stage:Stage IIA, alive, 575 days 1232.6
TCGA-AR-A0TW-01A 50 years, female, white, stage:Stage IIIA, alive, 3009 days 1230.2
TCGA-E2-A1LB-01A 41 years, female, black or african american, stage:Stage IIB, alive, 2306 days 1228.4
TCGA-E9-A1R5-01A 63 years, female, white, stage:Stage IA, alive, 92 days 1228.0
TCGA-E9-A1RD-01A 67 years, female, white, stage:Stage IIA, alive, 34 days 1227.0
TCGA-AN-A0XL-01A 61 years, female, white, stage:Stage IIA, alive, 163 days 1224.3
TCGA-BH-A1EU-01A 83 years, female, white, stage:Stage I, dead, 1286 days 1223.9
TCGA-C8-A12P-01A 55 years, female, asian, stage:Stage IIB, alive, 358 days 1219.9
TCGA-A1-A0SI-01A 52 years, female, white, stage:Stage IIB, alive, 635 days 1219.1
TCGA-A7-A0D9-01A 37 years, female, white, stage:Stage IIA, alive, 1139 days 1218.8
TCGA-C8-A12X-01A 62 years, female, asian, stage:Stage IIB, alive, 385 days 1218.0
TCGA-BH-A0BA-01A 51 years, female, white, stage:Stage IIIC, alive, 1132 days 1217.6
TCGA-E2-A1IE-01A 61 years, female, white, stage:Stage IIB, alive, 2362 days 1217.3
TCGA-OL-A5D8-01A 40 years, female, black or african american, stage:Stage IIB, alive, 973 days 1215.9
TCGA-D8-A1X8-01A 62 years, female, white, stage:Stage IIIA, alive, 783 days 1212.8
TCGA-E9-A247-01A 59 years, female, white, stage:Stage IA, alive, 1186 days 1210.9
TCGA-EW-A1OW-01A 58 years, female, black or african american, stage:Stage IIA, alive, 694 days 1209.6
TCGA-A8-A097-01A 65 years, female, stage:Stage IIB, alive, 365 days 1203.8
TCGA-AN-A0XS-01A 63 years, female, white, stage:Stage IIIA, alive, 10 days 1202.4
TCGA-AO-A0J5-01A 48 years, female, white, stage:Stage IV, dead, 792 days 1201.4
TCGA-A7-A4SC-01A 62 years, female, white, stage:Stage IIB, alive, 446 days 1200.9
TCGA-A2-A1FZ-01A 63 years, female, white, stage:Stage IIA, alive, 683 days 1200.4
TCGA-B6-A0I9-01A 62 years, female, white, stage:Stage IV, dead, 362 days 1197.0
TCGA-A8-A09D-01A 47 years, female, stage:Stage IIB, alive, 1522 days 1196.3
TCGA-A8-A09N-01A 57 years, female, stage:Stage IIIC, alive, 31 days 1183.7
TCGA-A8-A06X-01A 77 years, female, stage:Stage IIB, dead, 943 days 1183.4
TCGA-BH-A201-01A 64 years, female, white, stage:Stage IA, alive, 856 days 1179.6
TCGA-D8-A143-01A 51 years, female, white, stage:Stage IIA, alive, 431 days 1179.0
TCGA-BH-A18S-01A 79 years, female, white, stage:Stage I, dead, 2009 days 1179.0
TCGA-UU-A93S-01A 63 years, female, black or african american, stage:Stage IV, dead, 116 days 1178.0
TCGA-D8-A1XG-01A 86 years, female, white, stage:Stage IIIB, alive, 448 days 1177.5
TCGA-AR-A24M-01A 38 years, female, white, stage:Stage IIIA, alive, 3660 days 1175.3
TCGA-A1-A0SJ-01A 39 years, female, black or african american, stage:Stage IIIA, alive, 416 days 1174.8
TCGA-BH-A0B7-01A 42 years, female, white, stage:Stage IIB, alive, 2559 days 1174.3
TCGA-BH-A18T-01A 70 years, female, white, stage:Stage IIA, dead, 224 days 1169.7
TCGA-AN-A0AL-01A 41 years, female, white, stage:Stage IIIB, alive, 227 days 1169.5
TCGA-EW-A1IY-01A 38 years, female, asian, stage:Stage I, alive, 258 days 1169.0
TCGA-A8-A0A1-01A 84 years, female, stage:Stage IIA, alive, 365 days 1168.9
TCGA-EW-A6SC-01A 60 years, female, black or african american, stage:Stage IIA, alive, 952 days 1164.7
TCGA-E2-A15I-01A 44 years, female, white, stage:Stage IIA, alive, 1692 days 1163.4
TCGA-B6-A0WS-01A 58 years, female, black or african american, stage:Stage X, dead, 2965 days 1161.3
TCGA-PL-A8LX-01A 35 years, female, black or african american, stage:Stage IV, alive, 5 days 1160.8
TCGA-E2-A15C-01A 61 years, female, white, stage:Stage I, alive, 694 days 1160.8
TCGA-BH-A1FH-01A 47 years, female, white, stage:Stage IV, dead, 1034 days 1159.9
TCGA-BH-A0C0-01A 62 years, female, white, stage:Stage IIA, alive, 1270 days 1159.3
TCGA-PL-A8LZ-01A 29 years, female, black or african american, stage:Stage IIIB, alive, 302 days 1157.3
TCGA-E2-A1B0-01A 50 years, female, white, stage:Stage IIIA, alive, 1631 days 1156.2
TCGA-E9-A1RE-01A 74 years, female, white, stage:Stage IIIA, alive, 1419 days 1156.1
TCGA-BH-A6R8-01A 46 years, female, black or african american, stage:Stage IIA, alive, 293 days 1155.2
TCGA-AO-A03T-01A 42 years, female, white, stage:Stage IIB, alive, 2124 days 1155.0
TCGA-A8-A075-01A 42 years, female, stage:Stage IIB, alive, 518 days 1154.5
TCGA-BH-A18P-01A 60 years, female, white, stage:Stage I, dead, 921 days 1153.0
TCGA-AN-A03X-01A 74 years, female, white, stage:Stage IIA, alive, 10 days 1151.6
TCGA-AC-A3EH-01A 79 years, female, white, stage:Stage IIIC, dead, 197 days 1144.2
TCGA-A2-A3KD-01A 47 years, female, white, stage:Stage IIIA, alive, 1206 days 1143.5
TCGA-A2-A0SV-01A 63 years, female, white, stage:Stage IV, dead, 825 days 1143.4
TCGA-EW-A2FV-01A 39 years, female, white, stage:Stage IIIC, alive, 788 days 1142.7
TCGA-A2-A25E-01A 34 years, female, black or african american, stage:Stage IIIA, alive, 3204 days 1139.8
TCGA-E2-A108-01A 64 years, female, white, stage:Stage IIIA, alive, 837 days 1139.4
TCGA-D8-A142-01A 74 years, female, white, stage:Stage IIB, alive, 425 days 1137.4
TCGA-A8-A0AD-01A 83 years, female, stage:Stage I, alive, 1157 days 1136.7
TCGA-C8-A1HN-01A 56 years, female, asian, stage:Stage IIA, alive, 394 days 1136.4
TCGA-AO-A12H-01A 69 years, female, black or african american, stage:Stage IIA, alive, 1234 days 1135.1
TCGA-A2-A0YI-01A 62 years, female, white, stage:Stage I, alive, 1505 days 1133.4
TCGA-A8-A07W-01A 76 years, female, stage:Stage IV, alive, 304 days 1128.9
TCGA-E2-A10A-01A 41 years, female, white, stage:Stage IIB, alive, 1229 days 1126.6
TCGA-E2-A1B1-01A 45 years, female, white, stage:Stage IIB, alive, 2653 days 1123.5
TCGA-E2-A155-01A 58 years, female, white, stage:Stage IIB, alive, 640 days 1122.3
TCGA-E9-A24A-01A 69 years, female, white, stage:Stage IIA, alive, 747 days 1120.6
TCGA-E2-A1BC-01A 63 years, female, stage:Stage IA, alive, 501 days 1119.6
TCGA-BH-A0BL-01A 35 years, female, white, stage:Stage I, alive, 2278 days 1118.0
TCGA-E2-A1IL-01A 78 years, female, white, stage:Stage IIA, alive, 118 days 1117.3
TCGA-B6-A0WW-01A 58 years, female, black or african american, stage:Stage X, dead, 558 days 1116.1
TCGA-AN-A041-01A 29 years, female, white, stage:Stage IIB, alive, 7 days 1115.7
TCGA-D8-A1XW-01A 53 years, female, white, stage:Stage IIA, alive, 1309 days 1114.2
TCGA-D8-A1JJ-01A 54 years, female, white, stage:Stage IIA, alive, 611 days 1113.7
TCGA-AR-A0TZ-01A 43 years, female, white, stage:'--, dead, 3262 days 1112.2
TCGA-BH-A0DH-01A 63 years, female, white, stage:Stage IIB, alive, 1156 days 1109.6
TCGA-E2-A15R-01A 64 years, female, white, stage:Stage IIA, alive, 1732 days 1109.5
TCGA-A8-A076-01A 66 years, female, stage:Stage IIA, alive, 1642 days 1107.9
TCGA-A8-A0A2-01A 66 years, female, stage:Stage IIA, alive, 579 days 1107.2
TCGA-D8-A1XF-01A 45 years, female, white, stage:Stage IIA, alive, 463 days 1105.0
TCGA-S3-AA14-01A 47 years, female, black or african american, stage:Stage I, alive, 529 days 1103.6
TCGA-BH-A0H6-01A 82 years, female, white, stage:Stage I, alive, 747 days 1103.3
TCGA-B6-A0I8-01A 46 years, female, white, stage:Stage X, dead, 749 days 1100.2
TCGA-D8-A3Z6-01A 56 years, female, white, stage:Stage IIIC, alive, 563 days 1100.1
TCGA-AR-A24L-01A 26 years, female, white, stage:Stage IIB, dead, 2866 days 1095.9
TCGA-AR-A24Z-01A 57 years, female, white, stage:Stage IIA, alive, 3001 days 1092.8
TCGA-B6-A1KN-01A 57 years, female, white, stage:Stage IIIB, alive, 4233 days 1090.7
TCGA-D8-A1XU-01A 56 years, female, white, stage:Stage IA, alive, 395 days 1088.9
TCGA-A2-A0YE-01A 48 years, female, white, stage:Stage IIB, alive, 554 days 1087.5
TCGA-E2-A10B-01A 67 years, female, white, stage:Stage IIB, alive, 1141 days 1084.3
TCGA-C8-A1HM-01A 74 years, female, asian, stage:Stage IIA, alive, 375 days 1082.5
TCGA-BH-A0E7-01A 79 years, female, white, stage:Stage IIB, alive, 1363 days 1082.0
TCGA-A2-A0T7-01A 51 years, female, white, stage:Stage IIA, alive, 631 days 1080.9
TCGA-A7-A26G-01A 50 years, female, black or african american, stage:Stage IIA, alive, 722 days 1079.3
TCGA-AO-A03P-01A 54 years, female, black or african american, stage:Stage IIB, dead, 2911 days 1074.3
TCGA-D8-A1J8-01A 77 years, female, white, stage:Stage IIB, alive, 431 days 1072.2
TCGA-E2-A109-01A 64 years, female, white, stage:Stage IIA, alive, 1417 days 1069.8
TCGA-A2-A0CU-01A 73 years, female, white, stage:Stage IIA, dead, 158 days 1068.3
TCGA-A8-A08P-01A 70 years, female, stage:Stage IIIA, alive, 943 days 1067.3
TCGA-E2-A150-01A 48 years, female, white, stage:Stage IIA, alive, 1935 days 1058.9
TCGA-AR-A24N-01A 54 years, female, white, stage:Stage I, alive, 3035 days 1058.8
TCGA-C8-A3M8-01A 68 years, female, asian, stage:Stage IA, alive, 394 days 1056.5
TCGA-A8-A099-01A 76 years, female, stage:Stage X, alive, 304 days 1056.4
TCGA-AR-A0TQ-01A 27 years, female, white, stage:Stage IIIA, alive, 2991 days 1053.9
TCGA-BH-A1EO-01A 68 years, female, white, stage:Stage IIA, dead, 2798 days 1053.2
TCGA-A7-A26H-01A 72 years, female, white, stage:Stage IIA, alive, 724 days 1051.2
TCGA-A2-A0YC-01A 59 years, female, white, stage:Stage IIB, alive, 990 days 1049.0
TCGA-E9-A1N6-01A 52 years, female, white, stage:Stage IIB, dead, 678 days 1047.4
TCGA-E2-A106-01A 34 years, female, asian, stage:Stage IB, alive, 2541 days 1047.3
TCGA-BH-A202-01A 60 years, female, white, stage:Stage II, alive, 795 days 1045.4
TCGA-A2-A0ER-01A 63 years, female, white, stage:Stage IB, alive, 2263 days 1043.8
TCGA-E2-A15T-01A 65 years, female, white, stage:Stage IIA, alive, 1563 days 1040.1
TCGA-E9-A1NE-01A 28 years, female, white, stage:Stage IIB, alive, 1088 days 1038.9
TCGA-BH-A0DE-01A 62 years, female, white, stage:Stage IIA, alive, 2372 days 1038.0
TCGA-AO-A0J3-01A 67 years, female, white, stage:Stage IIB, alive, 651 days 1037.9
TCGA-A2-A0EV-01A 80 years, female, white, stage:Stage IA, alive, 968 days 1036.6
TCGA-D8-A1XD-01A 36 years, female, white, stage:Stage IIIA, alive, 522 days 1034.5
TCGA-AR-A1AW-01A 65 years, female, white, stage:Stage IIA, alive, 2632 days 1029.2
TCGA-A2-A25C-01A 50 years, female, white, stage:Stage IIB, alive, 523 days 1027.0
TCGA-AO-A0JM-01A 40 years, female, stage:Stage IIB, alive, 2184 days 1024.8
TCGA-A1-A0SM-01A 77 years, male, white, stage:Stage IIA, alive, 242 days 1024.6
TCGA-E9-A1R4-01A 66 years, female, white, stage:Stage IA, alive, 186 days 1024.5
TCGA-E2-A1LH-01A 59 years, female, white, stage:Stage I, alive, 3247 days 1024.2
TCGA-D8-A27F-01A 40 years, female, white, stage:Stage IIA, alive, 488 days 1023.6
TCGA-A8-A0A6-01A 64 years, female, stage:Stage IIIC, alive, 640 days 1022.2
TCGA-C8-A26V-01A 47 years, female, asian, stage:Stage IIIA, alive, 616 days 1022.0
TCGA-A8-A09M-01A 75 years, female, stage:Stage IIIC, alive, 1006 days 1019.6
TCGA-AR-A0TT-01A 53 years, female, black or african american, stage:Stage IIIA, alive, 3316 days 1017.9
TCGA-D8-A1X7-01A 40 years, female, white, stage:Stage IIA, alive, 509 days 1015.5
TCGA-A8-A06Y-01A 66 years, female, stage:Stage IIA, alive, 791 days 1013.8
TCGA-A2-A1G1-01A 85 years, female, white, stage:Stage IIB, alive, 584 days 1013.0
TCGA-BH-A1ET-01A 55 years, female, white, stage:Stage I, dead, 2520 days 1012.9
TCGA-D8-A1JF-01A 79 years, female, white, stage:Stage IIIA, alive, 366 days 1012.8
TCGA-EW-A1J6-01A 70 years, female, white, stage:Stage I, alive, 875 days 1011.8
TCGA-A8-A06Q-01A 63 years, female, stage:Stage IIIA, alive, 31 days 1011.1
TCGA-E9-A22H-01A 42 years, female, white, stage:Stage IIB, alive, 1232 days 1009.8
TCGA-AO-A1KS-01A 69 years, female, white, stage:Stage IIA, alive, 350 days 1009.1
TCGA-EW-A6SA-01A 59 years, male, black or african american, stage:Stage II, alive, 510 days 1006.7
TCGA-AC-A2BM-01A 41 years, female, black or african american, stage:Stage IIB, alive, 3022 days 1001.8
TCGA-C8-A132-01A 56 years, female, asian, stage:Stage IIB, alive, 383 days 1000.0
TCGA-AO-A12E-01A 51 years, female, white, stage:Stage IIB, alive, 2142 days 999.4
TCGA-A2-A1FW-01A 62 years, female, white, stage:Stage IIIA, alive, 528 days 998.7
TCGA-A8-A06U-01A 80 years, female, stage:Stage IIB, dead, 883 days 998.4
TCGA-BH-A1FG-01A 88 years, female, white, stage:Stage I, dead, 577 days 995.0
TCGA-A8-A09R-01A 82 years, female, stage:Stage IIB, alive, 273 days 992.5
TCGA-C8-A12U-01A 46 years, female, asian, stage:Stage IIB, alive, 385 days 990.8
TCGA-D8-A73W-01A 79 years, female, white, stage:Stage IIIA, dead, 385 days 990.6
TCGA-BH-A0DL-01A 64 years, female, white, stage:Stage IIA, alive, 2381 days 987.6
TCGA-A8-A09I-01A 84 years, female, stage:Stage IIA, alive, 1371 days 987.5
TCGA-A1-A0SD-01A 59 years, female, white, stage:Stage IIA, alive, 437 days 985.6
TCGA-A2-A0D4-01A 37 years, female, black or african american, stage:Stage IIB, alive, 767 days 983.2
TCGA-BH-A0GZ-01A 62 years, female, white, stage:Stage IIA, alive, 328 days 978.4
TCGA-EW-A1PF-01A 50 years, female, white, stage:Stage IA, alive, 439 days 976.6
TCGA-BH-A0BR-01A 59 years, female, white, stage:Stage I, alive, 2330 days 976.5
TCGA-AR-A0U3-01A 59 years, female, white, stage:Stage IIB, alive, 4080 days 975.6
TCGA-LL-A442-01A 56 years, female, black or african american, stage:Stage IIA, alive, 889 days 970.9
TCGA-A8-A08F-01A 59 years, female, stage:Stage IIIC, alive, 1004 days 970.3
TCGA-A2-A0YF-01A 67 years, female, black or african american, stage:Stage I, alive, 1535 days 969.6
TCGA-E9-A3Q9-01A 78 years, female, white, stage:Stage IIIC, alive, 1001 days 966.1
TCGA-AR-A0TX-01A 64 years, female, stage:Stage IIA, alive, 1972 days 965.3
TCGA-AO-A0JA-01A 36 years, female, black or african american, stage:Stage IIIC, alive, 655 days 962.8
TCGA-EW-A1P5-01A 77 years, female, white, stage:Stage IIB, alive, 703 days 961.4
TCGA-AN-A0FV-01A 58 years, female, white, stage:Stage IIA, alive, 10 days 960.9
TCGA-AR-A1AJ-01A 83 years, female, white, stage:Stage I, alive, 2383 days 959.3
TCGA-A2-A04Y-01A 53 years, female, white, stage:Stage IIB, alive, 1099 days 958.3
TCGA-BH-A0DQ-01A 42 years, female, white, stage:Stage IIB, alive, 98 days 956.9
TCGA-D8-A1XY-01A 74 years, female, white, stage:Stage IIA, alive, 503 days 948.5
TCGA-A7-A0CH-01A 79 years, female, white, stage:Stage IIA, alive, 1079 days 944.5
TCGA-D8-A1XZ-01A 81 years, female, white, stage:Stage IIIA, alive, 466 days 943.5
TCGA-S3-AA15-01A 51 years, female, black or african american, stage:Stage IIB, alive, 525 days 943.4
TCGA-C8-A12Z-01A 45 years, female, asian, stage:Stage IIB, alive, 382 days 939.7
TCGA-B6-A0WT-01A 61 years, female, white, stage:Stage IIB, alive, 5739 days 934.3
TCGA-D8-A1JA-01A 60 years, female, white, stage:'--, alive, 502 days 926.6
TCGA-BH-A1EY-01A 79 years, female, white, stage:Stage IIA, dead, 538 days 925.2
TCGA-E2-A1LL-01A 73 years, female, black or african american, stage:Stage IIIA, alive, 1309 days 924.6
TCGA-AN-A0XP-01A 69 years, female, white, stage:Stage IIIA, alive, 9 days 923.3
TCGA-D8-A1J9-01A 48 years, female, white, stage:Stage IA, alive, 532 days 911.6
TCGA-BH-A1F2-01A 53 years, female, white, stage:Stage IIIB, dead, 959 days 911.4
TCGA-A8-A091-01A 61 years, female, stage:Stage IIA, alive, 1004 days 909.8
TCGA-B6-A0IN-01A 45 years, female, white, stage:Stage X, dead, 2573 days 904.7
TCGA-C8-A1HE-01A 59 years, female, asian, stage:Stage IIA, alive, 375 days 894.0
TCGA-D8-A1JT-01A 70 years, female, white, stage:Stage IIA, alive, 405 days 894.0
TCGA-A7-A4SB-01A 56 years, female, white, stage:Stage IIIA, alive, 418 days 891.6
TCGA-AC-A2FM-01A 87 years, female, white, stage:Stage IIB, dead, 792 days 888.4
TCGA-A2-A0YT-01A 56 years, female, white, stage:Stage IIIB, dead, 723 days 888.1
TCGA-A8-A08G-01A 41 years, female, stage:Stage IIA, alive, 607 days 887.3
TCGA-D8-A1X5-01A 81 years, female, white, stage:Stage IIIC, alive, 565 days 885.7
TCGA-D8-A1XC-01A 85 years, female, white, stage:Stage IIIB, dead, 377 days 879.2
TCGA-AR-A24R-01A 45 years, female, white, stage:Stage IIIA, alive, 3430 days 878.1
TCGA-A8-A08X-01A 43 years, female, stage:Stage IIIC, alive, 1308 days 877.8
TCGA-E2-A10E-01A 64 years, female, white, stage:Stage IIA, alive, 865 days 873.8
TCGA-AO-A03V-01A 41 years, female, white, stage:Stage I, alive, 1351 days 869.0
TCGA-C8-A27A-01A 48 years, female, asian, stage:Stage IIB, alive, 747 days 867.7
TCGA-EW-A6S9-01A 34 years, female, black or african american, stage:Stage IIA, alive, 463 days 865.7
TCGA-A8-A06T-01A 75 years, female, stage:Stage IIIA, alive, 1614 days 864.3
TCGA-D8-A13Y-01A 52 years, female, white, stage:Stage IA, alive, 1728 days 857.0
TCGA-B6-A1KI-01A 63 years, female, white, stage:Stage I, alive, 2236 days 856.9
TCGA-A8-A08L-01A 89 years, female, stage:Stage IIIA, dead, 30 days 849.3
TCGA-AN-A0FZ-01A 45 years, female, white, stage:Stage IIIA, alive, 10 days 848.6
TCGA-BH-A1F8-01A 90 years, female, white, stage:Stage IIIB, dead, 1 days 847.5
TCGA-A2-A0SW-01A 82 years, female, white, stage:Stage IV, dead, 1365 days 846.2
TCGA-AR-A252-01A 50 years, female, white, stage:Stage I, alive, 2838 days 844.6
TCGA-EW-A1PE-01A 56 years, female, white, stage:Stage IIA, alive, 320 days 842.3
TCGA-AR-A24U-01A 47 years, female, white, stage:Stage IIA, alive, 3128 days 837.6
TCGA-BH-A204-01A 80 years, female, white, stage:Stage IIB, dead, 2534 days 821.3
TCGA-GM-A2DF-01A 53 years, female, black or african american, stage:Stage IIA, alive, 2155 days 820.6
TCGA-C8-A278-01A 61 years, female, asian, stage:Stage IIIA, alive, 297 days 815.1
TCGA-D8-A140-01A 62 years, female, white, stage:Stage IIB, alive, 403 days 806.5
TCGA-A8-A09K-01A 68 years, female, stage:Stage IIA, alive, 912 days 805.8
TCGA-A2-A0YG-01A 63 years, female, white, stage:Stage IIIC, alive, 666 days 805.0
TCGA-AR-A0U2-01A 47 years, female, white, stage:Stage IIIA, dead, 2551 days 794.9
TCGA-BH-A1EX-01A 67 years, female, white, stage:Stage IIB, dead, 1508 days 788.5
TCGA-AO-A0JE-01A 53 years, female, black or african american, stage:Stage IIIA, alive, 2335 days 787.1
TCGA-E2-A15P-01A 61 years, female, white, stage:Stage IA, alive, 595 days 786.5
TCGA-A7-A6VY-01A 48 years, female, black or african american, stage:Stage IIB, alive, 266 days 783.7
TCGA-GI-A2C8-01A 63 years, female, white, stage:Stage IIIB, alive, 225 days 781.3
TCGA-GM-A2DB-01A 62 years, female, white, stage:Stage IIA, alive, 2406 days 769.1
TCGA-E2-A15S-01A 34 years, female, white, stage:Stage IIB, alive, 428 days 762.9
TCGA-D8-A1XV-01A 84 years, female, white, stage:Stage IIA, alive, 461 days 758.3
TCGA-BH-A1F5-01A 62 years, female, white, stage:Stage IIA, dead, 2712 days 740.9
TCGA-A8-A084-01A 81 years, female, stage:Stage IIB, alive, 458 days 734.8
TCGA-A8-A07I-01A 69 years, female, stage:Stage IIIA, alive, 426 days 734.3
TCGA-AO-A12D-01A 43 years, female, white, stage:Stage IIA, alive, 2515 days 706.7
TCGA-EW-A1PA-01A 59 years, female, white, stage:Stage IIB, alive, 575 days 700.1
TCGA-E2-A159-01A 50 years, female, white, stage:Stage IIA, alive, 762 days 667.0
TCGA-D8-A1XT-01A 61 years, female, white, stage:Stage IIA, alive, 506 days 659.2
TCGA-S3-AA0Z-01A 63 years, female, black or african american, stage:Stage IIB, alive, 629 days 645.3
TCGA-C8-A12Q-01A 78 years, female, asian, stage:Stage IIIA, dead, 385 days 642.2
TCGA-S3-A6ZF-01A 64 years, female, black or african american, stage:Stage IIA, alive, 572 days 606.9
TCGA-AC-A23C-01A 62 years, female, white, stage:Stage IIB, alive, 585 days 606.9
TCGA-E9-A226-01A 45 years, female, white, stage:Stage IIIA, dead, 1048 days 591.0
TCGA-BH-A0BW-01A 71 years, female, black or african american, stage:Stage I, alive, 2371 days 567.4
TCGA-A7-A13D-01A 46 years, female, black or african american, stage:Stage IIA, alive, 965 days 549.7
TCGA-E9-A1R7-01A 64 years, female, white, stage:Stage IIA, alive, 1467 days 519.6
TCGA-A7-A26J-01A 49 years, female, white, stage:Stage IIA, alive, 627 days 319.5
TCGA-A7-A26E-01A 71 years, female, white, stage:Stage IIIA, alive, 954 days 153.8
TCGA-A7-A0DC-01A 63 years, female, white, stage:Stage IA, alive, 906 days 142.8
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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.

RPS16 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.

: 1264.29
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 1495.0
Number of samples 50
Samples
Sample Description pTPM
DO228431 32 years, female, NA, stage:2, alive, 2915 days 3060.8
DO228247 33 years, female, NA, stage:3, dead, 2584 days 2706.3
DO228453 34 years, female, NA, stage:0, alive, 4157 days 2592.9
DO228430 31 years, female, NA, stage:1, alive, 4647 days 2315.0
DO228439 33 years, female, NA, stage:1, alive, 1845 days 2152.1
DO228427 31 years, female, NA, stage:2, alive, 3995 days 2106.2
DO228460 25 years, female, NA, stage:2, alive, 3385 days 2081.5
DO228479 27 years, female, NA, stage:2, alive, 1985 days 2063.9
DO228350 34 years, female, NA, stage:1, alive, 3069 days 2056.4
DO228423 34 years, female, NA, stage:2, alive, 4136 days 2018.1
DO228506 32 years, female, NA, stage:1, alive, 489 days 1966.6
DO228246 26 years, female, NA, stage:3, dead, 327 days 1938.0
DO228272 32 years, female, NA, stage:2, alive, 4126 days 1868.1
DO228300 35 years, female, NA, stage:2, alive, 952 days 1857.4
DO228509 33 years, female, NA, stage:1, alive, 377 days 1831.4
DO228499 29 years, female, NA, stage:1, alive, 284 days 1821.4
DO228426 35 years, female, NA, stage:2, alive, 4129 days 1763.2
DO228295 31 years, female, NA, stage:2, dead, 2616 days 1692.2
DO228276 32 years, female, NA, stage:2, alive, 4613 days 1690.8
DO228310 33 years, female, NA, stage:2, dead, 153 days 1670.2
DO228266 33 years, female, NA, stage:2, dead, 3785 days 1664.7
DO228340 34 years, female, NA, stage:3, dead, 1051 days 1658.9
DO228502 27 years, female, NA, stage:1, alive, 164 days 1645.4
DO228471 28 years, female, NA, stage:2, alive, 1827 days 1644.4
DO228449 27 years, female, NA, stage:2, alive, 4896 days 1563.6
DO228488 30 years, female, NA, stage:2, alive, 991 days 1530.7
DO228455 34 years, female, NA, stage:1, alive, 3115 days 1514.3
DO228268 35 years, female, NA, stage:2, alive, 5084 days 1508.2
DO228433 34 years, female, NA, stage:3, alive, 1929 days 1475.9
DO228452 32 years, female, NA, stage:2, dead, 1354 days 1437.4
DO228290 31 years, female, NA, stage:2, alive, 4268 days 1425.2
DO228441 29 years, female, NA, stage:1, dead, 147 days 1386.1
DO228319 35 years, female, NA, stage:1, alive, 4716 days 1337.4
DO228293 28 years, female, NA, stage:2, alive, 4339 days 1330.8
DO228262 33 years, female, NA, stage:2, alive, 3889 days 1323.5
DO228321 35 years, female, NA, stage:2, dead, 4286 days 1314.7
DO228307 35 years, female, NA, stage:2, alive, 4928 days 1279.4
DO228356 33 years, female, NA, stage:2, dead, 3732 days 1264.3
DO228256 29 years, female, NA, stage:2, alive, 2312 days 1261.2
DO228383 30 years, female, NA, stage:2, alive, 3975 days 1193.1
DO228332 33 years, female, NA, stage:2, alive, 4776 days 1085.6
DO228283 33 years, female, NA, stage:3, alive, 5180 days 1057.7
DO228477 33 years, female, NA, stage:3, alive, 2188 days 446.2
DO228409 31 years, female, NA, stage:1, alive, 4423 days 393.2
DO228516 35 years, female, NA, stage:2, alive, 447 days 386.0
DO228483 34 years, female, NA, stage:0, alive, 1994 days 382.4
DO228404 29 years, female, NA, stage:1, alive, 3737 days 369.4
DO229483 34 years, female, NA, stage:0, alive, 299 days 295.5
DO228521 32 years, female, NA, stage:1, alive, 287 days 294.6
DO228260 32 years, female, NA, stage:2, alive, 3026 days 33.1
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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 HPA064222
 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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