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RPL30
HPA
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  • RPL30
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.

RPL30 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.

: 2610.43
Median expressioni

Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.

: N/A
Median follow up timei

Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.

: N/A
P scorei

Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.

N/A
5-year survival highi

5-year survival for patients with higher expression than the expression cutoff.

For melanoma and glioma, 3-year survival is shown.

N/A
5-year survival lowi

5-year survival for patients with lower expression than the expression cutoff.

For melanoma and glioma, 3-year survival is shown.

N/A
TCGA RNA samplesi

RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .

Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.

Average pTPM 3989.9
Number of samples 1022
Samples
Sample Description pTPM
TCGA-D8-A1Y3-01A 61 years, female, white, stage:Stage IIIA, alive, 430 days 24548.6
TCGA-BH-A1FD-01A 68 years, female, white, stage:Stage I, dead, 1009 days 15074.5
TCGA-E2-A1LK-01A 84 years, female, black or african american, stage:Stage IIIC, dead, 266 days 12241.3
TCGA-B6-A402-01A 47 years, female, black or african american, stage:Stage I, alive, 2281 days 11820.8
TCGA-A2-A3XU-01A 35 years, female, black or african american, stage:Stage IIB, dead, 912 days 11786.8
TCGA-AR-A0TV-01A 66 years, female, stage:Stage IIA, alive, 2288 days 11684.0
TCGA-AN-A03Y-01A 66 years, female, white, stage:Stage IIA, alive, 10 days 11540.2
TCGA-A2-A04U-01A 47 years, female, white, stage:Stage IIA, alive, 2654 days 10746.4
TCGA-A8-A08B-01A 52 years, female, stage:Stage IIA, alive, 1156 days 10681.5
TCGA-AC-A5XU-01A 74 years, female, black or african american, stage:Stage IIB, alive, 455 days 10604.4
TCGA-A8-A07O-01A 51 years, female, stage:Stage IIA, alive, 304 days 10275.9
TCGA-E2-A158-01A 43 years, female, white, stage:Stage IIA, alive, 450 days 10264.4
TCGA-A2-A0D1-01A 76 years, female, white, stage:Stage IIA, alive, 1051 days 10082.9
TCGA-A1-A0SK-01A 54 years, female, asian, stage:Stage IIA, dead, 967 days 9904.3
TCGA-A8-A079-01A 69 years, female, stage:Stage IIIB, alive, 274 days 9663.5
TCGA-A8-A086-01A 59 years, female, stage:Stage IIA, alive, 396 days 9564.4
TCGA-AO-A1KR-01A 51 years, female, white, stage:Stage IIA, alive, 2513 days 9487.8
TCGA-BH-A203-01A 78 years, female, white, stage:Stage IIB, dead, 1174 days 9401.4
TCGA-AO-A1KP-01A 77 years, female, white, stage:Stage IIA, alive, 2953 days 9343.9
TCGA-A2-A259-01A 70 years, female, black or african american, stage:Stage I, alive, 1596 days 9243.2
TCGA-B6-A0I1-01A 73 years, female, black or african american, stage:Stage IIA, dead, 2361 days 9238.6
TCGA-EW-A1PH-01A 52 years, female, white, stage:Stage IIA, alive, 607 days 9207.4
TCGA-A8-A09Q-01A 83 years, female, stage:Stage IIIB, alive, 761 days 9012.8
TCGA-A8-A092-01A 48 years, female, stage:Stage IIIA, alive, 942 days 8886.5
TCGA-BH-A0GY-01A 67 years, female, white, stage:Stage IIA, alive, 923 days 8843.6
TCGA-D8-A1X6-01A 80 years, female, white, stage:Stage IIIA, alive, 541 days 8774.6
TCGA-AO-A03O-01A 69 years, female, black or african american, stage:Stage IIA, dead, 2483 days 8697.7
TCGA-AR-A254-01A 50 years, female, white, stage:Stage IIIA, alive, 2605 days 8626.1
TCGA-AO-A03R-01A 57 years, female, white, stage:Stage IIB, alive, 2091 days 8603.3
TCGA-C8-A137-01A 34 years, female, asian, stage:Stage IIB, alive, 379 days 8477.5
TCGA-A8-A07W-01A 76 years, female, stage:Stage IV, alive, 304 days 8394.4
TCGA-E2-A576-01A 69 years, female, black or african american, stage:Stage IA, alive, 1043 days 8381.5
TCGA-BH-A209-01A 77 years, female, black or african american, stage:Stage I, dead, 3959 days 8361.2
TCGA-BH-A0B9-01A 44 years, female, white, stage:Stage IA, alive, 1572 days 8330.3
TCGA-EW-A1OY-01A 63 years, female, white, stage:Stage IIA, alive, 908 days 8179.7
TCGA-A2-A3XT-01A 45 years, female, black or african american, stage:Stage IIB, alive, 2770 days 8108.6
TCGA-LL-A7SZ-01A 49 years, female, black or african american, stage:Stage IIB, alive, 594 days 8065.2
TCGA-LL-A5YN-01A 46 years, female, black or african american, stage:Stage IIA, alive, 447 days 8065.1
TCGA-E9-A54Y-01A 63 years, female, white, stage:Stage IIIA, alive, 725 days 8006.5
TCGA-E9-A22G-01A 47 years, female, white, stage:Stage IIA, alive, 1239 days 8000.1
TCGA-A2-A0D0-01A 60 years, female, black or african american, stage:Stage IIA, alive, 2048 days 7970.9
TCGA-A8-A07C-01A 57 years, female, stage:Stage IIA, alive, 1034 days 7966.6
TCGA-A8-A09W-01A 70 years, female, stage:Stage IIIB, alive, 30 days 7934.8
TCGA-AR-A24K-01A 46 years, female, white, stage:Stage IIA, alive, 1548 days 7864.2
TCGA-BH-A0HX-01A 54 years, female, white, stage:Stage IIB, alive, 829 days 7835.4
TCGA-AC-A6IW-01A 73 years, female, black or african american, stage:Stage IIA, alive, 413 days 7818.7
TCGA-D8-A1JP-01A 73 years, female, white, stage:Stage IA, alive, 639 days 7729.4
TCGA-A8-A07B-01A 69 years, female, stage:Stage IIA, alive, 1308 days 7711.2
TCGA-E2-A574-01A 44 years, female, black or african american, stage:Stage IIA, alive, 1179 days 7672.3
TCGA-E9-A1N9-01A 58 years, female, white, stage:Stage IIA, alive, 1101 days 7556.0
TCGA-AN-A0XV-01A 67 years, female, white, stage:Stage IIIA, alive, 162 days 7413.4
TCGA-EW-A1P6-01A 64 years, female, white, stage:Stage IIB, alive, 562 days 7411.8
TCGA-AO-A0JL-01A 59 years, female, white, stage:Stage IIIA, alive, 1683 days 7312.7
TCGA-BH-A202-01A 60 years, female, white, stage:Stage II, alive, 795 days 7262.3
TCGA-C8-A1HJ-01A 53 years, female, asian, stage:Stage IIA, alive, 5 days 7227.8
TCGA-PE-A5DC-01A 72 years, female, white, stage:Stage IIIA, dead, 1430 days 7204.7
TCGA-E9-A1RB-01A 40 years, female, white, stage:Stage IIA, dead, 976 days 7195.6
TCGA-A8-A06O-01A 60 years, female, stage:Stage I, alive, 396 days 7193.5
TCGA-OL-A6VR-01A 48 years, female, black or african american, stage:Stage IA, alive, 1220 days 7188.3
TCGA-B6-A1KN-01A 57 years, female, white, stage:Stage IIIB, alive, 4233 days 7140.4
TCGA-C8-A27A-01A 48 years, female, asian, stage:Stage IIB, alive, 747 days 7096.1
TCGA-BH-A0H7-01A 65 years, female, white, stage:Stage IIIA, alive, 702 days 7019.6
TCGA-AN-A04A-01A 36 years, female, white, stage:Stage IIIA, alive, 90 days 7015.2
TCGA-V7-A7HQ-01A 75 years, female, black or african american, stage:Stage IIIA, alive, 2033 days 7000.3
TCGA-D8-A1JD-01A 41 years, female, white, stage:Stage IIB, alive, 552 days 6939.9
TCGA-A8-A07L-01A 58 years, female, stage:Stage IIIA, alive, 975 days 6924.8
TCGA-B6-A0IA-01A 51 years, female, white, stage:Stage IIA, alive, 8391 days 6916.4
TCGA-BH-A1FG-01A 88 years, female, white, stage:Stage I, dead, 577 days 6896.3
TCGA-D8-A1XS-01A 48 years, male, white, stage:Stage IIIC, alive, 496 days 6890.0
TCGA-AC-A2QJ-01A 48 years, female, white, stage:Stage IIIB, dead, 446 days 6885.9
TCGA-AR-A24N-01A 54 years, female, white, stage:Stage I, alive, 3035 days 6854.4
TCGA-E2-A14N-01A 37 years, female, white, stage:Stage IIB, alive, 1434 days 6848.1
TCGA-E2-A109-01A 64 years, female, white, stage:Stage IIA, alive, 1417 days 6837.0
TCGA-BH-A0B1-01A 66 years, female, white, stage:Stage IIB, alive, 1148 days 6807.2
TCGA-A2-A0EQ-01A 64 years, female, black or african american, stage:Stage IIA, alive, 2426 days 6803.1
TCGA-B6-A400-01A 43 years, female, black or african american, stage:Stage IIIA, alive, 215 days 6796.1
TCGA-A8-A075-01A 42 years, female, stage:Stage IIB, alive, 518 days 6794.0
TCGA-B6-A0RM-01A 57 years, female, black or african american, stage:Stage X, dead, 2373 days 6757.1
TCGA-E2-A14X-01A 55 years, female, black or african american, stage:Stage IIIA, alive, 972 days 6736.0
TCGA-A7-A5ZV-01A 62 years, female, black or african american, stage:Stage IIA, alive, 368 days 6691.0
TCGA-E2-A1B6-01A 44 years, female, white, stage:Stage IIA, alive, 867 days 6672.2
TCGA-E2-A14Y-01A 35 years, female, white, stage:Stage IIA, alive, 2109 days 6653.9
TCGA-EW-A1P0-01A 55 years, female, white, stage:Stage IIB, alive, 1251 days 6647.5
TCGA-GM-A3XL-01A 49 years, female, black or african american, stage:Stage IIA, alive, 2108 days 6640.8
TCGA-B6-A409-01A 44 years, female, black or african american, stage:Stage IIIA, dead, 573 days 6630.5
TCGA-AC-A6IX-01A 49 years, female, white, stage:Stage IIIC, alive, 373 days 6594.5
TCGA-D8-A1XL-01A 34 years, female, white, stage:Stage IIB, alive, 606 days 6577.3
TCGA-AN-A0AJ-01A 79 years, female, white, stage:Stage IIB, alive, 303 days 6491.0
TCGA-BH-A0DS-01A 71 years, female, white, stage:Stage IIIA, alive, 78 days 6489.6
TCGA-BH-A0B4-01A 65 years, male, white, stage:Stage IIIA, alive, 1191 days 6474.2
TCGA-AN-A0AS-01A 70 years, female, white, stage:Stage IIIA, alive, 10 days 6465.3
TCGA-AN-A0FX-01A 52 years, female, white, stage:Stage IIA, alive, 10 days 6461.7
TCGA-BH-A18L-01A 50 years, female, white, stage:Stage IIIA, dead, 811 days 6448.3
TCGA-E9-A244-01A 54 years, female, white, stage:Stage IIA, alive, 21 days 6418.3
TCGA-C8-A275-01A 56 years, female, asian, stage:Stage IIA, alive, 1 days 6393.2
TCGA-A2-A3XS-01A 62 years, female, black or african american, stage:Stage IIIA, dead, 1032 days 6387.8
TCGA-BH-A0C0-01A 62 years, female, white, stage:Stage IIA, alive, 1270 days 6363.7
TCGA-B6-A0WX-01A 40 years, female, black or african american, stage:Stage IIIA, dead, 639 days 6358.6
TCGA-BH-A0H6-01A 82 years, female, white, stage:Stage I, alive, 747 days 6307.1
TCGA-E2-A1LI-01A 57 years, female, white, stage:Stage IIB, alive, 3121 days 6296.1
TCGA-OL-A5S0-01A 66 years, female, black or african american, stage:Stage IIB, alive, 620 days 6260.0
TCGA-A2-A0T5-01A 39 years, female, white, stage:Stage IIA, alive, 531 days 6259.4
TCGA-AC-A2BK-01A 78 years, female, black or african american, stage:Stage IIIA, alive, 2222 days 6247.5
TCGA-A2-A3Y0-01A 57 years, female, black or african american, stage:Stage IIB, alive, 1546 days 6222.1
TCGA-AO-A126-01A 39 years, female, asian, stage:Stage IIA, alive, 3307 days 6185.1
TCGA-LL-A5YO-01A 50 years, female, black or african american, stage:Stage IA, alive, 440 days 6165.2
TCGA-A2-A0YH-01A 53 years, female, white, stage:Stage IIIA, alive, 659 days 6162.6
TCGA-BH-A18Q-01A 56 years, female, white, stage:Stage IIB, dead, 1692 days 6159.6
TCGA-E2-A14Z-01A 64 years, female, white, stage:Stage I, dead, 563 days 6142.4
TCGA-A7-A6VW-01A 48 years, female, black or african american, stage:Stage IIA, alive, 285 days 6092.7
TCGA-AC-A7VC-01A 56 years, female, white, stage:Stage IIB, alive, 1 days 6088.6
TCGA-OL-A5D7-01A 70 years, female, black or african american, stage:Stage IIA, alive, 1780 days 6082.4
TCGA-LL-A73Y-01A 67 years, female, black or african american, stage:Stage IA, alive, 477 days 6039.5
TCGA-D8-A27W-01A 55 years, female, white, stage:Stage IIIB, alive, 373 days 6037.5
TCGA-B6-A0RU-01A 40 years, female, white, stage:Stage IA, alive, 8605 days 6027.1
TCGA-OL-A5RZ-01A 57 years, female, black or african american, stage:Stage IA, alive, 679 days 6020.8
TCGA-AR-A0TP-01A 43 years, female, white, stage:Stage IIA, alive, 4275 days 6013.5
TCGA-AO-A12F-01A 36 years, female, white, stage:Stage IIA, alive, 1842 days 5998.5
TCGA-D8-A1JT-01A 70 years, female, white, stage:Stage IIA, alive, 405 days 5984.2
TCGA-BH-A0RX-01A 59 years, female, white, stage:Stage IIA, alive, 170 days 5961.0
TCGA-BH-A0AY-01A 62 years, female, white, stage:Stage IIA, alive, 777 days 5953.6
TCGA-E9-A3X8-01A 48 years, female, white, stage:Stage IIB, alive, 926 days 5947.3
TCGA-AN-A04C-01A 51 years, female, white, stage:Stage IIB, alive, 54 days 5932.7
TCGA-AR-A2LL-01A 70 years, female, white, stage:Stage IIB, alive, 2012 days 5920.1
TCGA-B6-A0IE-01A 38 years, female, black or african american, stage:Stage IIIA, dead, 1993 days 5906.5
TCGA-AO-A0J4-01A 41 years, female, black or african american, stage:Stage IA, alive, 1587 days 5898.0
TCGA-BH-A0E0-01A 38 years, female, white, stage:Stage IIIC, alive, 134 days 5873.7
TCGA-AQ-A54N-01A 51 years, female, black or african american, stage:Stage IIA, alive, 78 days 5871.0
TCGA-BH-A42V-01A 41 years, female, black or african american, stage:Stage IB, alive, 635 days 5854.7
TCGA-C8-A12N-01A 58 years, female, asian, stage:Stage IIA, alive, 358 days 5830.7
TCGA-BH-A1ES-01A 35 years, female, white, stage:Stage IIB, dead, 3462 days 5817.0
TCGA-AR-A256-01A 45 years, female, white, stage:Stage IIA, dead, 2854 days 5811.2
TCGA-BH-A0HU-01A 52 years, female, white, stage:Stage IA, alive, 392 days 5810.9
TCGA-E9-A1RE-01A 74 years, female, white, stage:Stage IIIA, alive, 1419 days 5788.9
TCGA-A2-A0CP-01A 60 years, female, white, stage:Stage IA, alive, 2813 days 5777.2
TCGA-D8-A1JM-01A 59 years, female, white, stage:Stage IIB, alive, 590 days 5717.9
TCGA-AR-A24Q-01A 49 years, female, white, stage:Stage IIB, alive, 3172 days 5695.2
TCGA-OL-A6VO-01A 43 years, female, black or african american, stage:Stage IA, alive, 858 days 5679.0
TCGA-AR-A1AH-01A 51 years, female, white, stage:Stage IIB, alive, 3807 days 5668.1
TCGA-A2-A04N-01A 66 years, female, white, stage:Stage IA, alive, 4354 days 5659.8
TCGA-BH-A42T-01A 75 years, female, black or african american, stage:Stage IIA, dead, 320 days 5621.7
TCGA-AO-A03P-01A 54 years, female, black or african american, stage:Stage IIB, dead, 2911 days 5605.4
TCGA-A2-A1FW-01A 62 years, female, white, stage:Stage IIIA, alive, 528 days 5601.4
TCGA-A2-A1FV-01A 74 years, female, white, stage:Stage IIB, alive, 714 days 5594.5
TCGA-BH-A0B8-01A 64 years, female, white, stage:Stage I, alive, 1569 days 5583.6
TCGA-E2-A15J-01A 51 years, female, white, stage:Stage I, alive, 1640 days 5571.7
TCGA-BH-A1FC-01A 78 years, female, black or african american, stage:Stage IIA, dead, 3472 days 5546.9
TCGA-E2-A1II-01A 51 years, female, white, stage:Stage I, alive, 1025 days 5529.8
TCGA-A7-A0CJ-01A 57 years, female, white, stage:Stage IIA, alive, 931 days 5524.6
TCGA-PL-A8LY-01A 30 years, female, black or african american, stage:Stage IIB, alive, 8 days 5524.6
TCGA-D8-A1Y0-01A 65 years, female, white, stage:Stage IIIA, alive, 472 days 5491.3
TCGA-BH-A0HB-01A 55 years, female, white, stage:Stage IA, alive, 806 days 5490.4
TCGA-E2-A14R-01A 62 years, female, white, stage:Stage IIA, alive, 1174 days 5468.5
TCGA-E9-A1NC-01A 61 years, female, white, stage:Stage IIB, alive, 1203 days 5466.1
TCGA-E9-A1R2-01A 51 years, female, white, stage:Stage IIIC, alive, 1063 days 5461.1
TCGA-B6-A0I5-01A 49 years, female, white, stage:Stage IIB, alive, 8556 days 5450.6
TCGA-B6-A0IQ-01A 40 years, female, white, stage:Stage IIIA, alive, 4285 days 5449.0
TCGA-A2-A04V-01A 39 years, female, white, stage:Stage IIA, dead, 1920 days 5444.8
TCGA-AR-A2LR-01A 49 years, female, white, stage:Stage I, alive, 1742 days 5442.3
TCGA-A2-A3XX-01A 49 years, female, black or african american, stage:Stage IIA, dead, 1439 days 5428.8
TCGA-A2-A0CV-01A 41 years, female, asian, stage:Stage IIB, alive, 3011 days 5409.5
TCGA-D8-A1XZ-01A 81 years, female, white, stage:Stage IIIA, alive, 466 days 5378.0
TCGA-S3-AA10-01A 65 years, female, black or african american, stage:Stage IIA, alive, 586 days 5364.6
TCGA-WT-AB41-01A 55 years, female, black or african american, stage:Stage IIB, alive, 1611 days 5353.3
TCGA-E2-A15R-01A 64 years, female, white, stage:Stage IIA, alive, 1732 days 5334.7
TCGA-AN-A0AK-01A 76 years, female, white, stage:Stage IIA, alive, 224 days 5328.8
TCGA-EW-A6SA-01A 59 years, male, black or african american, stage:Stage II, alive, 510 days 5327.1
TCGA-D8-A1JJ-01A 54 years, female, white, stage:Stage IIA, alive, 611 days 5326.2
TCGA-3C-AALJ-01A 62 years, female, black or african american, stage:Stage IIB, alive, 1474 days 5292.5
TCGA-C8-A134-01A 52 years, female, asian, stage:Stage IIA, alive, 383 days 5285.7
TCGA-D8-A27R-01A 41 years, female, white, stage:Stage IIIC, alive, 307 days 5282.9
TCGA-A2-A0SV-01A 63 years, female, white, stage:Stage IV, dead, 825 days 5263.9
TCGA-AO-A1KT-01A 78 years, female, white, stage:Stage IIA, alive, 541 days 5258.9
TCGA-D8-A1Y2-01A 71 years, female, white, stage:Stage IIA, alive, 433 days 5240.9
TCGA-OL-A66N-01A 59 years, female, white, stage:Stage IIIC, alive, 792 days 5235.9
TCGA-AR-A24S-01A 61 years, female, white, stage:Stage I, alive, 2976 days 5224.3
TCGA-AR-A0U4-01A 54 years, female, white, stage:Stage IIA, alive, 3261 days 5218.3
TCGA-AO-A0JC-01A 64 years, female, white, stage:Stage IIA, alive, 1547 days 5206.0
TCGA-A7-A0D9-01A 37 years, female, white, stage:Stage IIA, alive, 1139 days 5201.3
TCGA-E9-A22A-01A 74 years, female, white, stage:Stage IIA, alive, 1189 days 5191.2
TCGA-D8-A1XQ-01A 69 years, female, white, stage:Stage IIA, alive, 499 days 5184.9
TCGA-AR-A0U0-01A 73 years, female, white, stage:Stage IIB, alive, 1988 days 5181.6
TCGA-D8-A1XF-01A 45 years, female, white, stage:Stage IIA, alive, 463 days 5169.7
TCGA-BH-A0HW-01A 62 years, female, asian, stage:Stage IA, alive, 1561 days 5157.3
TCGA-AR-A2LE-01A 69 years, female, white, stage:Stage I, alive, 5062 days 5157.3
TCGA-A8-A08P-01A 70 years, female, stage:Stage IIIA, alive, 943 days 5157.0
TCGA-E2-A1B5-01A 46 years, female, white, stage:Stage IIA, alive, 984 days 5154.9
TCGA-AO-A1KQ-01A 84 years, male, white, stage:Stage IIIB, alive, 1882 days 5150.1
TCGA-B6-A0RH-01A 51 years, female, black or african american, stage:Stage IIA, dead, 6456 days 5143.7
TCGA-JL-A3YX-01A 46 years, female, asian, stage:Stage IIA, alive, 352 days 5132.9
TCGA-AN-A03X-01A 74 years, female, white, stage:Stage IIA, alive, 10 days 5132.1
TCGA-A8-A08C-01A 65 years, female, stage:Stage IIA, alive, 881 days 5124.0
TCGA-A1-A0SB-01A 70 years, female, white, stage:Stage I, alive, 259 days 5122.9
TCGA-BH-A1EO-01A 68 years, female, white, stage:Stage IIA, dead, 2798 days 5115.1
TCGA-B6-A0RS-01A 38 years, female, white, stage:Stage IIA, dead, 3063 days 5115.0
TCGA-AC-A3QP-01A 79 years, female, white, stage:Stage IIB, alive, 675 days 5108.3
TCGA-BH-A1FU-01A 44 years, female, white, stage:Stage IA, dead, 1688 days 5105.0
TCGA-E9-A3QA-01A 33 years, female, white, stage:Stage IIA, alive, 918 days 5090.4
TCGA-C8-A1HO-01A 34 years, female, asian, stage:Stage IIIC, alive, 375 days 5090.2
TCGA-C8-A12U-01A 46 years, female, asian, stage:Stage IIB, alive, 385 days 5078.5
TCGA-BH-A18R-01A 50 years, female, white, stage:Stage IIA, dead, 1142 days 5077.7
TCGA-E2-A1B0-01A 50 years, female, white, stage:Stage IIIA, alive, 1631 days 5074.7
TCGA-A2-A0D3-01A 42 years, female, white, stage:Stage IA, alive, 1873 days 5051.2
TCGA-LL-A5YP-01A 49 years, female, black or african american, stage:Stage IIB, alive, 450 days 5033.1
TCGA-AO-A129-01A 29 years, female, white, stage:Stage IIB, alive, 3286 days 4996.9
TCGA-GI-A2C9-01A 58 years, female, black or african american, stage:Stage IIB, alive, 3342 days 4984.2
TCGA-AQ-A1H2-01A 84 years, female, white, stage:Stage IIIA, alive, 475 days 4983.4
TCGA-AR-A1AT-01A 62 years, female, white, stage:Stage IIA, dead, 1272 days 4981.5
TCGA-AN-A04D-01A 58 years, female, white, stage:Stage IIB, alive, 52 days 4972.5
TCGA-AR-A24U-01A 47 years, female, white, stage:Stage IIA, alive, 3128 days 4967.8
TCGA-A2-A1G4-01A 71 years, female, white, stage:Stage IIIA, alive, 595 days 4966.7
TCGA-E2-A1IN-01A 60 years, female, white, stage:Stage I, alive, 675 days 4953.3
TCGA-AR-A2LK-01A 62 years, female, white, stage:Stage III, dead, 1649 days 4950.9
TCGA-BH-A0AW-01A 56 years, female, white, stage:Stage IIA, alive, 622 days 4944.9
TCGA-BH-A42U-01A 80 years, female, black or african american, stage:Stage IIA, alive, 3364 days 4939.7
TCGA-A2-A1G6-01A 50 years, female, white, stage:Stage IIIA, alive, 501 days 4921.4
TCGA-A8-A09M-01A 75 years, female, stage:Stage IIIC, alive, 1006 days 4918.7
TCGA-C8-A135-01A 64 years, female, asian, stage:Stage IIB, alive, 393 days 4916.9
TCGA-AR-A5QP-01A 54 years, female, white, stage:Stage IIB, alive, 1185 days 4910.1
TCGA-BH-A0H0-01A 69 years, female, white, stage:Stage IA, alive, 461 days 4908.2
TCGA-LL-A6FR-01A 50 years, female, black or african american, stage:Stage IIA, alive, 489 days 4901.2
TCGA-C8-A1HN-01A 56 years, female, asian, stage:Stage IIA, alive, 394 days 4888.5
TCGA-E9-A5FK-01A 60 years, female, white, stage:Stage IIIC, alive, 812 days 4868.4
TCGA-EW-A1OZ-01A 56 years, female, black or african american, stage:Stage IIA, alive, 1229 days 4863.0
TCGA-A2-A4S3-01A 59 years, female, black or african american, stage:Stage IIB, alive, 666 days 4853.1
TCGA-E2-A2P5-01A 78 years, female, black or african american, stage:Stage IIIC, dead, 821 days 4852.1
TCGA-C8-A27B-01A 48 years, female, asian, stage:Stage IIB, alive, 439 days 4844.1
TCGA-BH-A0WA-01A 82 years, female, white, stage:Stage I, alive, 701 days 4838.7
TCGA-A8-A09T-01A 68 years, female, stage:'--, alive, 579 days 4834.9
TCGA-AO-A12G-01A 75 years, female, white, stage:Stage IIA, alive, 1639 days 4834.5
TCGA-AN-A0AR-01A 55 years, female, white, stage:Stage IIA, alive, 10 days 4824.7
TCGA-A2-A1FX-01A 61 years, female, white, stage:Stage IIIA, alive, 1847 days 4824.2
TCGA-EW-A2FV-01A 39 years, female, white, stage:Stage IIIC, alive, 788 days 4822.4
TCGA-GM-A2DO-01A 54 years, female, black or african american, stage:Stage I, alive, 2596 days 4815.1
TCGA-A1-A0SP-01A 40 years, female, stage:Stage IIA, alive, 584 days 4812.9
TCGA-S3-AA12-01A 82 years, female, black or african american, stage:Stage IIIA, alive, 574 days 4804.2
TCGA-A1-A0SG-01A 61 years, female, white, stage:Stage IIB, alive, 434 days 4803.7
TCGA-D8-A1Y1-01A 80 years, female, white, stage:Stage IIIA, dead, 302 days 4801.7
TCGA-B6-A0RE-01A 61 years, female, black or african american, stage:Stage X, alive, 7777 days 4794.0
TCGA-BH-A0HK-01A 81 years, female, white, stage:Stage IIB, alive, 178 days 4789.6
TCGA-A2-A0YT-01A 56 years, female, white, stage:Stage IIIB, dead, 723 days 4787.1
TCGA-E2-A15S-01A 34 years, female, white, stage:Stage IIB, alive, 428 days 4785.4
TCGA-A2-A0T7-01A 51 years, female, white, stage:Stage IIA, alive, 631 days 4774.7
TCGA-A2-A0CX-01A 52 years, female, white, stage:Stage IIA, alive, 1728 days 4770.0
TCGA-GM-A5PX-01A 65 years, female, white, stage:Stage IIB, alive, 551 days 4765.9
TCGA-A2-A0CT-01A 71 years, female, white, stage:Stage IIA, alive, 2289 days 4764.5
TCGA-B6-A0WW-01A 58 years, female, black or african american, stage:Stage X, dead, 558 days 4761.5
TCGA-BH-A18T-01A 70 years, female, white, stage:Stage IIA, dead, 224 days 4740.7
TCGA-AC-A8OP-01A 72 years, female, black or african american, stage:Stage IA, alive, 614 days 4729.9
TCGA-BH-A0DP-01A 60 years, female, white, stage:Stage IIB, alive, 476 days 4724.8
TCGA-LL-A7T0-01A 70 years, female, black or african american, stage:Stage IIB, alive, 376 days 4718.8
TCGA-A2-A0T0-01A 59 years, female, white, stage:Stage IIB, alive, 533 days 4707.7
TCGA-A1-A0SE-01A 56 years, female, white, stage:Stage I, alive, 1321 days 4706.6
TCGA-BH-A0DZ-01A 43 years, female, white, stage:Stage IIB, alive, 495 days 4704.9
TCGA-AN-A0FL-01A 62 years, female, white, stage:Stage IIA, alive, 231 days 4702.1
TCGA-A2-A0YM-01A 67 years, female, white, stage:Stage IIA, alive, 965 days 4668.0
TCGA-AR-A24V-01A 52 years, female, white, stage:Stage IIB, alive, 3203 days 4664.6
TCGA-A7-A0DA-01A 62 years, female, white, stage:Stage IIA, alive, 1085 days 4662.9
TCGA-BH-A0DD-01A 58 years, male, white, stage:Stage IIB, alive, 2486 days 4656.8
TCGA-E9-A5UP-01A 63 years, female, white, stage:Stage IIA, alive, 803 days 4656.4
TCGA-A2-A0D4-01A 37 years, female, black or african american, stage:Stage IIB, alive, 767 days 4637.2
TCGA-B6-A401-01A 47 years, female, black or african american, stage:Stage IIA, alive, 2596 days 4633.1
TCGA-BH-A1FN-01A 34 years, female, white, stage:Stage IIA, dead, 2192 days 4624.1
TCGA-AO-A1KO-01A 46 years, female, white, stage:Stage IIB, alive, 622 days 4621.8
TCGA-D8-A1XK-01A 55 years, female, white, stage:Stage IIB, alive, 441 days 4614.7
TCGA-AO-A1KS-01A 69 years, female, white, stage:Stage IIA, alive, 350 days 4612.4
TCGA-OL-A66L-01A 71 years, female, black or african american, stage:Stage IA, alive, 1301 days 4607.4
TCGA-AN-A0AT-01A 62 years, female, white, stage:Stage IIA, alive, 10 days 4607.3
TCGA-AN-A0XT-01A 54 years, female, white, stage:Stage IIIA, alive, 10 days 4591.5
TCGA-B6-A0X0-01A 54 years, female, white, stage:Stage I, dead, 3945 days 4590.1
TCGA-A8-A09N-01A 57 years, female, stage:Stage IIIC, alive, 31 days 4589.0
TCGA-4H-AAAK-01A 50 years, female, white, stage:Stage IIIA, alive, 348 days 4580.5
TCGA-E2-A154-01A 68 years, female, white, stage:Stage I, alive, 591 days 4577.0
TCGA-EW-A1PB-01A 70 years, female, black or african american, stage:Stage IIIA, alive, 608 days 4574.0
TCGA-B6-A0I8-01A 46 years, female, white, stage:Stage X, dead, 749 days 4564.4
TCGA-BH-A0BZ-01A 59 years, female, white, stage:Stage IIIA, alive, 2255 days 4559.6
TCGA-C8-A131-01A 82 years, female, asian, stage:Stage IIIA, alive, 411 days 4552.3
TCGA-E2-A1BD-01A 53 years, female, white, stage:Stage IIA, alive, 1133 days 4552.3
TCGA-GM-A3XG-01A 46 years, female, white, stage:Stage IIIA, alive, 1330 days 4550.5
TCGA-D8-A1XO-01A 56 years, female, white, stage:Stage IIB, alive, 1682 days 4543.7
TCGA-A8-A06P-01A 63 years, female, stage:Stage IIIA, alive, 396 days 4539.7
TCGA-A7-A426-01A 50 years, female, white, stage:Stage IIIC, alive, 364 days 4514.4
TCGA-Z7-A8R5-01A 61 years, female, white, stage:Stage IIIA, alive, 3287 days 4509.6
TCGA-A8-A06Z-01A 84 years, female, stage:Stage IIB, alive, 31 days 4505.1
TCGA-D8-A1XW-01A 53 years, female, white, stage:Stage IIA, alive, 1309 days 4504.2
TCGA-A1-A0SF-01A 54 years, female, white, stage:Stage IIA, alive, 1463 days 4483.7
TCGA-A7-A2KD-01A 53 years, female, black or african american, stage:Stage IIIA, alive, 679 days 4483.1
TCGA-EW-A1PD-01A 61 years, male, white, stage:Stage IIA, alive, 424 days 4482.4
TCGA-OL-A5RX-01A 51 years, female, black or african american, stage:Stage IA, alive, 878 days 4475.3
TCGA-BH-A0W5-01A 77 years, female, white, stage:Stage IIA, alive, 1288 days 4473.4
TCGA-B6-A0RV-01A 42 years, female, white, stage:Stage IIIA, alive, 5156 days 4471.2
TCGA-A2-A0CR-01A 54 years, female, asian, stage:Stage IIB, alive, 3283 days 4464.3
TCGA-AC-A62V-01A 58 years, male, black or african american, stage:Stage IV, dead, 348 days 4450.7
TCGA-E9-A22E-01A 56 years, female, white, stage:Stage IIIA, alive, 1269 days 4447.3
TCGA-AC-A3TM-01A 50 years, female, white, stage:Stage IIIA, alive, 762 days 4446.3
TCGA-A2-A0CK-01A 60 years, female, white, stage:Stage IIIA, alive, 4159 days 4432.3
TCGA-E9-A249-01A 45 years, female, white, stage:Stage IIA, alive, 217 days 4430.4
TCGA-E9-A1RG-01A 62 years, female, white, stage:Stage IIIA, alive, 647 days 4425.9
TCGA-AC-A3YI-01A 74 years, female, white, stage:Stage IIIC, alive, 707 days 4413.8
TCGA-AR-A1AU-01A 39 years, female, white, stage:Stage IIIA, alive, 2868 days 4401.1
TCGA-AN-A0FZ-01A 45 years, female, white, stage:Stage IIIA, alive, 10 days 4398.3
TCGA-B6-A0IG-01A 50 years, female, white, stage:Stage IIB, dead, 4456 days 4395.6
TCGA-D8-A27F-01A 40 years, female, white, stage:Stage IIA, alive, 488 days 4393.2
TCGA-BH-A0E2-01A 49 years, female, black or african american, stage:Stage IIIA, alive, 435 days 4389.6
TCGA-LL-A9Q3-01A 69 years, female, white, stage:Stage IIIC, alive, 532 days 4385.5
TCGA-AR-A1AR-01A 50 years, female, white, stage:Stage IIIA, dead, 524 days 4382.5
TCGA-BH-A204-01A 80 years, female, white, stage:Stage IIB, dead, 2534 days 4380.0
TCGA-GM-A2DC-01A 57 years, female, white, stage:Stage IIA, alive, 2535 days 4378.3
TCGA-E9-A1RA-01A 48 years, female, white, stage:Stage IA, alive, 1369 days 4376.9
TCGA-Z7-A8R6-01A 46 years, female, white, stage:Stage I, alive, 3256 days 4366.5
TCGA-AR-A255-01A 62 years, female, white, stage:Stage I, alive, 2161 days 4366.1
TCGA-AO-A0J7-01A 71 years, female, white, stage:Stage IIB, alive, 618 days 4350.6
TCGA-AN-A0FJ-01A 59 years, female, white, stage:Stage IV, alive, 242 days 4347.8
TCGA-C8-A12O-01A 50 years, female, asian, stage:Stage IIA, alive, 385 days 4343.1
TCGA-LL-A73Z-01A 55 years, female, black or african american, stage:Stage IV, dead, 227 days 4335.3
TCGA-A7-A13E-01A 62 years, female, white, stage:Stage IIB, dead, 614 days 4322.8
TCGA-A2-A0YL-01A 48 years, female, white, stage:Stage IIIA, alive, 1474 days 4322.7
TCGA-E2-A15E-01A 40 years, female, white, stage:Stage IIA, alive, 630 days 4318.6
TCGA-BH-A8FZ-01A 58 years, female, white, stage:Stage IA, alive, 574 days 4312.6
TCGA-AN-A046-01A 68 years, female, white, stage:Stage IIA, alive, 10 days 4311.1
TCGA-AO-A128-01A 61 years, female, white, stage:Stage IIA, alive, 3248 days 4294.5
TCGA-AQ-A1H3-01A 49 years, female, white, stage:Stage IIIC, alive, 989 days 4279.7
TCGA-E9-A1RC-01A 56 years, female, white, stage:Stage IIIC, alive, 1224 days 4279.0
TCGA-A2-A3XW-01A 42 years, female, black or african american, stage:Stage IIB, alive, 1712 days 4276.6
TCGA-AR-A1AX-01A 64 years, female, white, stage:Stage I, alive, 2629 days 4276.3
TCGA-A2-A0T1-01A 55 years, female, american indian or alaska native, stage:Stage IIIC, alive, 521 days 4275.5
TCGA-A7-A0CD-01A 66 years, female, white, stage:Stage I, alive, 1165 days 4265.0
TCGA-BH-A18N-01A 88 years, female, white, stage:Stage IIA, dead, 468 days 4262.1
TCGA-AR-A2LO-01A 46 years, female, white, stage:Stage IIB, alive, 1198 days 4260.6
TCGA-D8-A147-01A 45 years, female, white, stage:'--, alive, 584 days 4258.0
TCGA-A8-A09X-01A 62 years, female, stage:Stage IIIC, dead, 426 days 4256.5
TCGA-A7-A5ZW-01A 47 years, female, black or african american, stage:Stage IIA, alive, 326 days 4252.6
TCGA-OL-A5DA-01A 61 years, female, white, stage:Stage IIA, alive, 1783 days 4246.3
TCGA-GM-A5PV-01A 63 years, female, white, stage:Stage IIB, alive, 412 days 4238.1
TCGA-LL-A5YL-01A 64 years, female, white, stage:Stage IIB, alive, 519 days 4237.9
TCGA-A8-A076-01A 66 years, female, stage:Stage IIA, alive, 1642 days 4220.4
TCGA-A8-A08T-01A 64 years, female, stage:Stage IV, dead, 3409 days 4212.3
TCGA-OL-A66I-01A 36 years, female, black or african american, stage:Stage IIA, alive, 714 days 4210.8
TCGA-E9-A5FL-01A 65 years, female, white, stage:Stage IIB, alive, 24 days 4206.5
TCGA-C8-A1HM-01A 74 years, female, asian, stage:Stage IIA, alive, 375 days 4204.5
TCGA-A7-A5ZX-01A 48 years, female, white, stage:Stage IIIC, alive, 336 days 4204.3
TCGA-E9-A2JS-01A 72 years, female, white, stage:Stage IIB, dead, 904 days 4185.7
TCGA-E2-A14V-01A 53 years, female, white, stage:Stage IIB, alive, 1042 days 4180.5
TCGA-AN-A049-01A 62 years, female, white, stage:Stage IIA, alive, 19 days 4179.1
TCGA-EW-A424-01A 51 years, female, white, stage:Stage IIIA, alive, 715 days 4177.3
TCGA-A2-A0D2-01A 45 years, female, white, stage:Stage IIA, alive, 1027 days 4169.1
TCGA-A2-A0CY-01A 63 years, female, white, stage:Stage IIB, alive, 1673 days 4168.6
TCGA-AO-A0J2-01A 41 years, female, white, stage:Stage IA, alive, 997 days 4168.5
TCGA-BH-A28O-01A 50 years, female, white, stage:Stage IIIC, alive, 1120 days 4163.8
TCGA-XX-A899-01A 46 years, female, white, stage:Stage IIIA, alive, 467 days 4163.4
TCGA-A2-A25B-01A 39 years, female, black or african american, stage:Stage IIB, alive, 1291 days 4159.0
TCGA-E2-A153-01A 51 years, female, white, stage:Stage IIB, alive, 707 days 4156.1
TCGA-E9-A295-01A 71 years, female, white, stage:Stage IIA, alive, 375 days 4145.2
TCGA-D8-A1JL-01A 72 years, female, white, stage:Stage IIA, alive, 611 days 4136.7
TCGA-AC-A62X-01A 72 years, female, black or african american, stage:Stage IIA, alive, 417 days 4125.6
TCGA-B6-A0RN-01A 60 years, female, white, stage:Stage IA, alive, 8008 days 4116.4
TCGA-A8-A09I-01A 84 years, female, stage:Stage IIA, alive, 1371 days 4114.3
TCGA-BH-A18U-01A 72 years, female, white, stage:Stage IIIA, dead, 1563 days 4112.8
TCGA-A2-A0T4-01A 62 years, female, white, stage:Stage IIA, alive, 624 days 4112.7
TCGA-BH-A18V-01A 48 years, female, white, stage:Stage IIB, dead, 1556 days 4112.4
TCGA-E2-A10C-01A 54 years, female, white, stage:Stage IIB, alive, 1220 days 4110.2
TCGA-E9-A2JT-01A 63 years, female, white, stage:Stage IIA, alive, 288 days 4084.4
TCGA-B6-A0WY-01A 40 years, female, white, stage:Stage IIIA, dead, 3461 days 4082.9
TCGA-A2-A1G1-01A 85 years, female, white, stage:Stage IIB, alive, 584 days 4082.3
TCGA-C8-A1HK-01A 53 years, female, asian, stage:Stage IIB, alive, 366 days 4081.3
TCGA-E2-A14W-01A 78 years, male, white, stage:Stage IIA, alive, 974 days 4074.2
TCGA-OL-A66O-01A 39 years, female, black or african american, stage:Stage IIB, alive, 528 days 4070.9
TCGA-A2-A04Q-01A 48 years, female, white, stage:Stage IA, alive, 2385 days 4064.9
TCGA-LL-A441-01A 62 years, female, black or african american, stage:Stage IA, alive, 996 days 4063.1
TCGA-AR-A0TY-01A 54 years, female, white, stage:Stage IIA, dead, 1699 days 4058.7
TCGA-A7-A6VX-01A 68 years, female, black or african american, stage:Stage IIA, alive, 317 days 4040.9
TCGA-E9-A22B-01A 71 years, female, white, stage:Stage IA, alive, 1167 days 4031.5
TCGA-B6-A0RG-01A 26 years, female, white, stage:Stage IIB, alive, 2082 days 4029.6
TCGA-A2-A0CM-01A 40 years, female, black or african american, stage:Stage IIA, dead, 754 days 4026.0
TCGA-BH-A0DT-01A 41 years, female, white, stage:Stage IIA, alive, 2403 days 4023.5
TCGA-LL-A5YM-01A 88 years, female, black or african american, stage:Stage IIIB, alive, 394 days 4018.3
TCGA-B6-A0RQ-01A 68 years, female, white, stage:Stage IIB, dead, 4267 days 4013.3
TCGA-E9-A1NF-01A 60 years, female, white, stage:Stage IIA, dead, 1072 days 4012.0
TCGA-E2-A14U-01A 74 years, female, white, stage:Stage I, alive, 1318 days 4008.3
TCGA-A1-A0SN-01A 50 years, female, white, stage:Stage IIA, alive, 1196 days 4007.6
TCGA-E2-A108-01A 64 years, female, white, stage:Stage IIIA, alive, 837 days 4007.3
TCGA-A2-A0YJ-01A 39 years, female, white, stage:Stage IIIA, alive, 566 days 4004.1
TCGA-AO-A0JD-01A 59 years, female, white, stage:Stage IIIA, alive, 2190 days 4002.6
TCGA-AN-A0XO-01A 59 years, female, white, stage:Stage IIIA, alive, 375 days 4000.8
TCGA-E2-A15H-01A 38 years, female, white, stage:Stage IIA, alive, 393 days 3992.9
TCGA-A8-A07P-01A 68 years, female, stage:Stage IIB, alive, 334 days 3991.5
TCGA-AR-A1AP-01A 80 years, female, white, stage:Stage I, alive, 2856 days 3989.6
TCGA-E2-A1IH-01A 80 years, female, white, stage:Stage I, alive, 1026 days 3988.9
TCGA-E2-A15O-01A 89 years, female, black or african american, stage:Stage I, alive, 289 days 3987.9
TCGA-A2-A25E-01A 34 years, female, black or african american, stage:Stage IIIA, alive, 3204 days 3985.4
TCGA-AN-A0FD-01A 71 years, female, white, stage:Stage IIA, alive, 196 days 3981.8
TCGA-BH-A0AV-01A 52 years, female, black or african american, stage:Stage I, alive, 1820 days 3980.9
TCGA-LD-A66U-01A 44 years, female, white, stage:Stage IIB, alive, 646 days 3978.7
TCGA-AN-A0XN-01A 68 years, female, white, stage:Stage IIIA, alive, 10 days 3973.4
TCGA-E9-A6HE-01A 45 years, female, white, stage:Stage IIIC, alive, 847 days 3971.0
TCGA-A2-A0SY-01A 62 years, female, white, stage:Stage IIIA, alive, 1347 days 3968.0
TCGA-EW-A1P7-01A 59 years, female, white, stage:Stage IIA, alive, 915 days 3960.4
TCGA-A8-A097-01A 65 years, female, stage:Stage IIB, alive, 365 days 3960.2
TCGA-BH-AB28-01A 53 years, female, white, stage:Stage IIIA, alive, 287 days 3959.7
TCGA-A8-A093-01A 61 years, female, stage:Stage IIA, alive, 546 days 3955.1
TCGA-BH-A18G-01A 81 years, female, white, stage:Stage IA, alive, 149 days 3943.7
TCGA-C8-A8HR-01A 49 years, female, asian, stage:Stage IIIA, alive, 408 days 3943.3
TCGA-BH-A0BT-01A 56 years, female, white, stage:Stage IIA, alive, 2365 days 3942.0
TCGA-B6-A0RT-01A 39 years, female, white, stage:Stage IIIA, alive, 2721 days 3939.2
TCGA-AO-A0JJ-01A 54 years, female, white, stage:Stage IIB, alive, 1887 days 3938.3
TCGA-BH-A0B0-01A 56 years, female, black or african american, stage:Stage I, alive, 2477 days 3930.2
TCGA-E2-A14T-01A 52 years, female, white, stage:Stage IIA, alive, 2311 days 3929.4
TCGA-A8-A06R-01A 69 years, female, stage:Stage IIB, alive, 547 days 3922.7
TCGA-AN-A0FY-01A 55 years, female, white, stage:Stage IA, alive, 10 days 3918.4
TCGA-B6-A0IJ-01A 42 years, female, black or african american, stage:Stage IIB, alive, 7106 days 3914.6
TCGA-C8-A1HI-01A 40 years, female, asian, stage:Stage IIIA, alive, 343 days 3909.9
TCGA-A2-A3XV-01A 46 years, female, black or african american, stage:Stage IIA, alive, 996 days 3889.1
TCGA-D8-A27T-01A 53 years, female, white, stage:Stage IIIC, alive, 398 days 3887.4
TCGA-BH-A0BP-01A 76 years, female, white, stage:Stage I, dead, 2296 days 3884.6
TCGA-W8-A86G-01A 66 years, female, white, stage:Stage IIA, alive, 347 days 3884.2
TCGA-BH-A1F5-01A 62 years, female, white, stage:Stage IIA, dead, 2712 days 3877.5
TCGA-AQ-A54O-01A 51 years, male, black or african american, stage:Stage IIA, alive, 1001 days 3872.6
TCGA-BH-A0BG-01A 73 years, female, white, stage:Stage I, alive, 1871 days 3872.2
TCGA-E2-A105-01A 79 years, female, white, stage:Stage IIA, alive, 1308 days 3868.5
TCGA-AR-A2LJ-01A 40 years, female, white, stage:Stage IIIA, alive, 2632 days 3859.4
TCGA-E2-A15C-01A 61 years, female, white, stage:Stage I, alive, 694 days 3857.7
TCGA-S3-A6ZF-01A 64 years, female, black or african american, stage:Stage IIA, alive, 572 days 3856.6
TCGA-A7-A6VV-01A 51 years, female, black or african american, stage:Stage IIA, alive, 313 days 3849.8
TCGA-LD-A9QF-01A 73 years, female, black or african american, stage:Stage IA, alive, 323 days 3845.8
TCGA-AC-A3BB-01A 46 years, female, black or african american, stage:Stage IIIA, alive, 987 days 3841.0
TCGA-B6-A0RP-01A 73 years, female, white, stage:'--, dead, 3126 days 3832.8
TCGA-OL-A5D8-01A 40 years, female, black or african american, stage:Stage IIB, alive, 973 days 3831.7
TCGA-BH-A0W7-01A 49 years, female, white, stage:Stage I, alive, 1363 days 3825.1
TCGA-A2-A0CW-01A 67 years, female, white, stage:Stage IIB, alive, 3283 days 3824.7
TCGA-A2-A0EU-01A 79 years, female, white, stage:Stage IA, alive, 1043 days 3823.0
TCGA-A2-A25A-01A 44 years, female, white, stage:Stage IIA, alive, 3276 days 3820.0
TCGA-B6-A0IM-01A 75 years, female, black or african american, stage:Stage IIB, dead, 3873 days 3819.8
TCGA-AC-A23E-01A 50 years, female, white, stage:Stage IIB, alive, 698 days 3816.0
TCGA-E2-A1L7-01A 40 years, female, white, stage:Stage IIIA, alive, 1836 days 3815.5
TCGA-A8-A09K-01A 68 years, female, stage:Stage IIA, alive, 912 days 3810.7
TCGA-AR-A0TR-01A 68 years, female, white, stage:Stage IIB, dead, 160 days 3810.6
TCGA-AC-A6NO-01A 43 years, female, black or african american, stage:Stage IIB, alive, 51 days 3805.4
TCGA-AN-A0FT-01A 63 years, female, white, stage:Stage IIB, alive, 214 days 3803.5
TCGA-AR-A24H-01A 65 years, female, white, stage:Stage IIA, alive, 4894 days 3803.5
TCGA-AO-A0J3-01A 67 years, female, white, stage:Stage IIB, alive, 651 days 3801.2
TCGA-D8-A27H-01A 72 years, female, white, stage:Stage IIA, alive, 397 days 3797.7
TCGA-B6-A0I2-01A 45 years, female, white, stage:Stage IA, alive, 4361 days 3797.2
TCGA-E2-A15D-01A 47 years, female, white, stage:Stage IIA, alive, 526 days 3796.4
TCGA-AR-A24X-01A 52 years, female, white, stage:Stage IIA, alive, 3004 days 3796.0
TCGA-AR-A5QN-01A 68 years, female, white, stage:Stage IIIC, alive, 1013 days 3793.9
TCGA-OL-A5RY-01A 52 years, female, black or african american, stage:Stage IIA, alive, 752 days 3793.0
TCGA-B6-A0X5-01A 61 years, female, black or african american, stage:Stage IIB, dead, 2097 days 3792.5
TCGA-A2-A25F-01A 66 years, female, white, stage:Stage IIA, alive, 322 days 3783.4
TCGA-AO-A12C-01A 42 years, female, white, stage:Stage IIB, alive, 2372 days 3781.6
TCGA-AR-A24W-01A 55 years, female, white, stage:Stage IIB, alive, 1550 days 3779.7
TCGA-BH-A0BQ-01A 39 years, female, white, stage:Stage I, alive, 2255 days 3778.5
TCGA-BH-A0BM-01A 54 years, female, white, stage:Stage IIB, alive, 1876 days 3778.3
TCGA-LL-A8F5-01A 61 years, female, black or african american, stage:Stage IIA, alive, 596 days 3776.0
TCGA-GM-A2DI-01A 52 years, female, white, stage:Stage I, alive, 2590 days 3775.7
TCGA-AC-A2FF-01A 40 years, female, asian, stage:Stage IIB, alive, 2759 days 3773.9
TCGA-AR-A5QQ-01A 68 years, female, white, stage:Stage IIIA, dead, 322 days 3766.3
TCGA-A7-A3IY-01A 71 years, female, white, stage:Stage I, alive, 345 days 3765.1
TCGA-AR-A1AK-01A 70 years, female, white, stage:Stage I, alive, 3159 days 3763.4
TCGA-AR-A1AN-01A 46 years, female, white, stage:Stage IIA, alive, 2920 days 3762.8
TCGA-BH-A0B6-01A 47 years, female, white, stage:Stage I, alive, 2483 days 3760.6
TCGA-AC-A2BM-01A 41 years, female, black or african american, stage:Stage IIB, alive, 3022 days 3759.8
TCGA-BH-A28Q-01A 46 years, female, white, stage:Stage IIB, alive, 1119 days 3756.8
TCGA-AR-A1AS-01A 54 years, female, asian, stage:Stage IIB, alive, 1150 days 3755.0
TCGA-E2-A1AZ-01A 63 years, female, white, stage:Stage IIB, alive, 2329 days 3753.8
TCGA-C8-A3M7-01A 60 years, female, asian, stage:Stage IIIB, dead, 1034 days 3752.0
TCGA-AN-A0FS-01A 55 years, female, white, stage:Stage IA, alive, 210 days 3751.4
TCGA-A8-A09E-01A 73 years, female, stage:Stage IIIB, alive, 1492 days 3749.7
TCGA-D8-A1XJ-01A 76 years, female, white, stage:Stage IIIA, alive, 664 days 3749.1
TCGA-AN-A0FW-01A 67 years, female, white, stage:Stage IIIA, alive, 11 days 3732.2
TCGA-BH-A0B3-01A 53 years, female, white, stage:Stage IIB, alive, 1203 days 3726.2
TCGA-B6-A0IB-01A 64 years, female, white, stage:Stage IV, dead, 3941 days 3721.1
TCGA-A2-A0EO-01A 54 years, female, white, stage:Stage IA, alive, 2442 days 3717.4
TCGA-D8-A3Z5-01A 54 years, female, white, stage:Stage IIIC, alive, 1015 days 3717.2
TCGA-AO-A12B-01A 63 years, female, white, stage:Stage IIA, alive, 2989 days 3711.4
TCGA-AC-A4ZE-01A 63 years, female, white, stage:Stage IIB, alive, 890 days 3711.2
TCGA-A8-A082-01A 58 years, female, stage:Stage IIB, alive, 549 days 3710.5
TCGA-AR-A0TS-01A 46 years, female, white, stage:Stage IIB, alive, 2558 days 3709.6
TCGA-E9-A1QZ-01A 61 years, female, white, stage:Stage IIA, alive, 755 days 3709.0
TCGA-AR-A24T-01A 46 years, female, white, stage:Stage IIIC, alive, 3202 days 3701.1
TCGA-D8-A27V-01A 62 years, female, white, stage:Stage IIA, alive, 381 days 3695.4
TCGA-E9-A1NI-01A 51 years, female, white, stage:Stage IIA, alive, 300 days 3693.7
TCGA-EW-A1P8-01A 58 years, female, white, stage:Stage IIIC, dead, 239 days 3687.6
TCGA-OL-A66K-01A 72 years, female, white, stage:Stage IIA, dead, 1275 days 3684.8
TCGA-BH-A0HN-01A 67 years, female, white, stage:Stage IA, alive, 516 days 3662.7
TCGA-A2-A0SU-01A 66 years, female, white, stage:Stage IIA, alive, 1662 days 3659.6
TCGA-BH-A1F0-01A 80 years, female, white, stage:Stage IIA, dead, 785 days 3658.2
TCGA-E2-A572-01A 72 years, female, black or african american, stage:Stage IIIA, alive, 1208 days 3656.2
TCGA-A2-A0T3-01A 37 years, female, white, stage:Stage IB, alive, 1516 days 3655.7
TCGA-A2-A0T2-01A 66 years, female, white, stage:Stage IV, dead, 255 days 3654.0
TCGA-AN-A0XS-01A 63 years, female, white, stage:Stage IIIA, alive, 10 days 3653.0
TCGA-A7-A26J-01A 49 years, female, white, stage:Stage IIA, alive, 627 days 3649.7
TCGA-A2-A0CO-01A 85 years, female, white, stage:Stage IIB, dead, 1468 days 3649.2
TCGA-BH-A0E6-01A 69 years, female, white, stage:Stage IA, alive, 293 days 3646.2
TCGA-A2-A0T6-01A 50 years, female, white, stage:Stage IIB, alive, 575 days 3639.3
TCGA-A7-A0CG-01A 78 years, female, white, stage:Stage IIA, alive, 1043 days 3638.6
TCGA-E2-A1LS-01A 46 years, female, white, stage:Stage IA, alive, 1604 days 3625.2
TCGA-BH-A18H-01A 63 years, female, white, stage:Stage IA, alive, 652 days 3624.0
TCGA-AN-A0XU-01A 54 years, female, white, stage:Stage IIA, alive, 10 days 3621.1
TCGA-A2-A04Y-01A 53 years, female, white, stage:Stage IIB, alive, 1099 days 3620.2
TCGA-A8-A06T-01A 75 years, female, stage:Stage IIIA, alive, 1614 days 3619.5
TCGA-E9-A54X-01A 85 years, female, white, stage:Stage IA, alive, 727 days 3615.9
TCGA-A2-A4RY-01A 46 years, female, white, stage:Stage IIIC, alive, 648 days 3611.3
TCGA-AR-A251-01A 51 years, female, white, stage:Stage IIIA, alive, 3030 days 3609.1
TCGA-D8-A1JF-01A 79 years, female, white, stage:Stage IIIA, alive, 366 days 3608.1
TCGA-BH-A1EW-01A 38 years, female, white, stage:Stage IIA, dead, 1694 days 3607.0
TCGA-BH-A1FB-01A 60 years, female, white, stage:Stage IIB, dead, 3669 days 3602.6
TCGA-BH-A1FE-01A 31 years, female, white, stage:Stage IIB, dead, 2273 days 3597.8
TCGA-D8-A27M-01A 59 years, female, white, stage:Stage IA, alive, 410 days 3596.4
TCGA-BH-A0HP-01A 65 years, female, white, stage:Stage IIIA, alive, 414 days 3591.6
TCGA-AQ-A04J-01A 45 years, female, white, stage:Stage IIA, alive, 819 days 3590.7
TCGA-BH-A0HY-01A 60 years, female, white, stage:Stage I, alive, 1545 days 3585.4
TCGA-LD-A74U-01A 79 years, female, white, stage:Stage IIIC, alive, 402 days 3585.0
TCGA-D8-A1JU-01A 51 years, female, white, stage:Stage IA, alive, 447 days 3584.0
TCGA-E9-A243-01A 52 years, female, white, stage:Stage IIA, alive, 612 days 3583.9
TCGA-BH-A5IZ-01A 51 years, female, black or african american, stage:Stage IIB, alive, 567 days 3576.5
TCGA-OL-A5RW-01A 40 years, female, black or african american, stage:Stage IIA, alive, 1106 days 3574.8
TCGA-AC-A2FM-01A 87 years, female, white, stage:Stage IIB, dead, 792 days 3570.1
TCGA-BH-A0HF-01A 77 years, female, white, stage:Stage IA, alive, 727 days 3570.0
TCGA-A2-A04T-01A 62 years, female, white, stage:Stage IIA, alive, 2246 days 3568.3
TCGA-B6-A0IH-01A 81 years, female, white, stage:Stage IIIA, dead, 2965 days 3565.7
TCGA-E2-A15M-01A 66 years, female, white, stage:Stage IIA, dead, 336 days 3559.8
TCGA-BH-A0BD-01A 47 years, female, white, stage:Stage IIA, alive, 554 days 3555.5
TCGA-AR-A1AW-01A 65 years, female, white, stage:Stage IIA, alive, 2632 days 3553.2
TCGA-A7-A26H-01A 72 years, female, white, stage:Stage IIA, alive, 724 days 3552.3
TCGA-EW-A6SB-01A 62 years, female, black or african american, stage:Stage II, alive, 760 days 3548.5
TCGA-E2-A1B1-01A 45 years, female, white, stage:Stage IIB, alive, 2653 days 3548.3
TCGA-AR-A2LN-01A 65 years, female, white, stage:Stage IIA, alive, 1161 days 3547.1
TCGA-BH-A0BF-01A 56 years, female, white, stage:Stage IIB, dead, 1324 days 3545.0
TCGA-GM-A2DL-01A 50 years, female, white, stage:Stage I, alive, 3519 days 3542.9
TCGA-AO-A03L-01A 34 years, female, asian, stage:Stage IIIA, alive, 2442 days 3540.3
TCGA-E9-A1NE-01A 28 years, female, white, stage:Stage IIB, alive, 1088 days 3534.7
TCGA-A8-A08F-01A 59 years, female, stage:Stage IIIC, alive, 1004 days 3529.8
TCGA-E9-A247-01A 59 years, female, white, stage:Stage IA, alive, 1186 days 3526.9
TCGA-BH-A1FL-01A 69 years, female, white, stage:Stage IIB, dead, 1673 days 3516.6
TCGA-D8-A1JN-01A 80 years, female, white, stage:Stage IIIC, alive, 620 days 3511.5
TCGA-D8-A27I-01A 58 years, female, white, stage:Stage IIIA, alive, 439 days 3505.8
TCGA-LL-A50Y-01A 84 years, female, white, stage:Stage IIA, alive, 762 days 3502.5
TCGA-JL-A3YW-01A 49 years, female, asian, stage:Stage IIB, alive, 360 days 3487.1
TCGA-C8-A273-01A 29 years, female, asian, stage:Stage IIB, alive, 513 days 3485.3
TCGA-AR-A1AL-01A 60 years, female, white, stage:Stage IIIA, alive, 2971 days 3482.1
TCGA-B6-A0RL-01A 60 years, female, black or african american, stage:Stage IIA, dead, 2469 days 3481.8
TCGA-GM-A3XN-01A 44 years, female, white, stage:Stage IIIA, alive, 2019 days 3481.8
TCGA-BH-A0HA-01A 31 years, female, white, stage:Stage I, alive, 1611 days 3479.1
TCGA-BH-A0DV-01A 54 years, female, white, stage:Stage IIIA, alive, 2064 days 3477.8
TCGA-E2-A1LE-01A 71 years, female, white, stage:Stage IIIC, dead, 879 days 3476.9
TCGA-BH-A1EV-01A 45 years, female, white, stage:Stage IIIA, dead, 365 days 3475.6
TCGA-5T-A9QA-01A 52 years, female, black or african american, stage:Stage IIA, alive, 303 days 3475.2
TCGA-BH-A0H3-01A 46 years, female, white, stage:Stage I, alive, 1928 days 3473.8
TCGA-BH-A0E7-01A 79 years, female, white, stage:Stage IIB, alive, 1363 days 3470.9
TCGA-A2-A1G0-01A 49 years, female, white, stage:Stage IIB, alive, 616 days 3470.6
TCGA-AN-A0XL-01A 61 years, female, white, stage:Stage IIA, alive, 163 days 3467.9
TCGA-B6-A2IU-01A 62 years, female, white, stage:Stage IIA, alive, 5176 days 3466.0
TCGA-D8-A1JS-01A 77 years, female, white, stage:Stage IA, alive, 371 days 3460.1
TCGA-EW-A1J1-01A 38 years, female, white, stage:Stage IIB, alive, 575 days 3459.2
TCGA-C8-A1HF-01A 48 years, female, asian, stage:Stage IIA, alive, 332 days 3457.8
TCGA-BH-A8FY-01A 87 years, female, white, stage:Stage IA, dead, 295 days 3454.7
TCGA-AR-A24O-01A 43 years, female, white, stage:Stage IIIA, alive, 3607 days 3441.1
TCGA-A8-A08R-01A 52 years, female, stage:Stage IIB, alive, 30 days 3441.1
TCGA-E9-A1R0-01A 58 years, female, white, stage:Stage IIA, alive, 860 days 3441.1
TCGA-BH-A0DK-01A 49 years, female, white, stage:Stage IIA, alive, 423 days 3430.2
TCGA-BH-A8G0-01A 54 years, female, white, stage:Stage IIB, alive, 662 days 3418.0
TCGA-A1-A0SJ-01A 39 years, female, black or african american, stage:Stage IIIA, alive, 416 days 3417.3
TCGA-AC-A2FG-01A 79 years, female, white, stage:Stage IIB, alive, 1853 days 3416.8
TCGA-BH-A0B5-01A 40 years, female, white, stage:Stage IIIA, alive, 2136 days 3416.7
TCGA-AR-A2LH-01A 55 years, female, white, stage:Stage III, dead, 616 days 3415.2
TCGA-B6-A0IP-01A 74 years, female, white, stage:Stage IA, dead, 3926 days 3405.0
TCGA-D8-A4Z1-01A 68 years, female, white, stage:Stage IA, alive, 659 days 3402.6
TCGA-BH-A0EE-01A 68 years, female, white, stage:Stage IIB, alive, 943 days 3400.5
TCGA-E9-A228-01A 58 years, female, white, stage:Stage IIB, alive, 1285 days 3398.0
TCGA-BH-A2L8-01A 45 years, female, white, stage:Stage IIA, alive, 612 days 3389.8
TCGA-BH-A1EU-01A 83 years, female, white, stage:Stage I, dead, 1286 days 3387.6
TCGA-AR-A1AY-01A 65 years, female, white, stage:Stage I, alive, 1026 days 3378.3
TCGA-C8-A12Y-01A 44 years, female, asian, stage:Stage IIB, alive, 1476 days 3375.2
TCGA-OL-A97C-01A 67 years, female, black or african american, stage:Stage IIB, alive, 271 days 3372.1
TCGA-AO-A0JI-01A 56 years, female, white, stage:Stage IIA, alive, 1528 days 3370.8
TCGA-A7-A56D-01A 84 years, female, black or african american, stage:Stage IIA, alive, 448 days 3367.7
TCGA-D8-A1JB-01A 54 years, female, white, stage:Stage IIB, alive, 1688 days 3364.3
TCGA-EW-A1P1-01A 68 years, female, white, stage:Stage IIIC, alive, 1210 days 3360.6
TCGA-BH-A0HQ-01A 56 years, female, white, stage:Stage IIA, alive, 1121 days 3360.5
TCGA-A8-A08L-01A 89 years, female, stage:Stage IIIA, dead, 30 days 3356.4
TCGA-A7-A26G-01A 50 years, female, black or african american, stage:Stage IIA, alive, 722 days 3353.1
TCGA-AO-A03V-01A 41 years, female, white, stage:Stage I, alive, 1351 days 3350.9
TCGA-AO-A125-01A 72 years, female, black or african american, stage:Stage IIA, alive, 3456 days 3349.6
TCGA-5L-AAT0-01A 42 years, female, white, stage:Stage IIA, alive, 1477 days 3341.8
TCGA-AR-A1AM-01A 52 years, female, white, stage:Stage IIIA, alive, 2991 days 3340.4
TCGA-LL-A6FQ-01A 77 years, female, black or african american, stage:Stage IIIA, alive, 80 days 3329.8
TCGA-D8-A142-01A 74 years, female, white, stage:Stage IIB, alive, 425 days 3322.8
TCGA-AC-A3TN-01A 75 years, female, white, stage:Stage IIB, alive, 456 days 3318.0
TCGA-A2-A0EW-01A 53 years, female, white, stage:Stage IIIC, dead, 1884 days 3317.9
TCGA-AR-A1AQ-01A 49 years, female, white, stage:Stage IIA, alive, 3021 days 3314.6
TCGA-AN-A0G0-01A 56 years, female, white, stage:Stage IIA, alive, 16 days 3309.1
TCGA-AR-A24Z-01A 57 years, female, white, stage:Stage IIA, alive, 3001 days 3303.6
TCGA-AC-A23G-01A 76 years, female, white, stage:Stage IIA, alive, 2248 days 3303.6
TCGA-AR-A24P-01A 47 years, female, white, stage:Stage I, alive, 84 days 3302.1
TCGA-AC-A2B8-01A 84 years, female, white, stage:Stage IIB, alive, 677 days 3298.4
TCGA-D8-A73X-01A 53 years, female, white, stage:Stage IIA, alive, 767 days 3297.8
TCGA-EW-A1IW-01A 80 years, female, white, stage:Stage IIB, alive, 371 days 3295.1
TCGA-B6-A40C-01A 51 years, female, white, stage:Stage IIB, alive, 2164 days 3294.8
TCGA-A8-A0A7-01A 57 years, female, stage:Stage IIB, alive, 30 days 3289.2
TCGA-E9-A1R3-01A 70 years, female, white, stage:Stage IIIC, alive, 78 days 3284.7
TCGA-A2-A4RX-01A 67 years, female, black or african american, stage:Stage IIA, alive, 742 days 3283.7
TCGA-A2-A0CS-01A 73 years, female, white, stage:Stage IV, dead, 2348 days 3282.5
TCGA-5L-AAT1-01A 63 years, female, white, stage:Stage IV, alive, 1471 days 3271.8
TCGA-AC-A5XS-01A 74 years, female, white, stage:Stage IIA, alive, 588 days 3267.0
TCGA-AO-A0J8-01A 61 years, female, white, stage:Stage IIA, alive, 680 days 3266.9
TCGA-BH-A0BJ-01A 41 years, female, white, stage:Stage IIB, alive, 660 days 3265.5
TCGA-A8-A0A9-01A 80 years, female, stage:Stage IIA, alive, 822 days 3256.4
TCGA-AC-A8OR-01A 75 years, female, white, stage:Stage IA, alive, 40 days 3254.9
TCGA-D8-A1XY-01A 74 years, female, white, stage:Stage IIA, alive, 503 days 3254.3
TCGA-E9-A1R7-01A 64 years, female, white, stage:Stage IIA, alive, 1467 days 3252.5
TCGA-C8-A12X-01A 62 years, female, asian, stage:Stage IIB, alive, 385 days 3251.5
TCGA-AO-A12A-01A 47 years, female, white, stage:Stage IIA, alive, 3112 days 3248.9
TCGA-AC-A2FB-01A 65 years, female, white, stage:Stage IIA, alive, 1234 days 3246.9
TCGA-S3-AA17-01A 64 years, female, black or african american, stage:Stage IIB, alive, 424 days 3243.1
TCGA-A7-A13F-01A 44 years, female, white, stage:Stage IIIA, alive, 765 days 3242.0
TCGA-C8-A130-01A 52 years, female, asian, stage:Stage IIIA, alive, 370 days 3232.7
TCGA-B6-A3ZX-01A 50 years, female, black or african american, stage:Stage IV, dead, 1152 days 3227.8
TCGA-A7-A4SE-01A 54 years, female, black or african american, stage:Stage IIA, alive, 644 days 3227.1
TCGA-OL-A66H-01A 74 years, female, black or african american, stage:Stage IB, alive, 812 days 3218.8
TCGA-AC-A3YJ-01A 66 years, female, white, stage:Stage IIA, alive, 754 days 3213.3
TCGA-HN-A2OB-01A 45 years, female, stage:Stage IIB, dead, 1900 days 3213.2
TCGA-EW-A1OW-01A 58 years, female, black or african american, stage:Stage IIA, alive, 694 days 3211.0
TCGA-E9-A3HO-01A 49 years, female, white, stage:Stage IIA, alive, 1158 days 3211.0
TCGA-D8-A27L-01A 49 years, female, white, stage:Stage IIIA, alive, 499 days 3205.7
TCGA-EW-A1OV-01A 56 years, female, white, stage:Stage IIB, alive, 789 days 3199.1
TCGA-A8-A0AB-01A 54 years, female, stage:Stage IIA, alive, 518 days 3194.6
TCGA-AR-A1AJ-01A 83 years, female, white, stage:Stage I, alive, 2383 days 3181.2
TCGA-B6-A40B-01A 76 years, female, white, stage:Stage I, alive, 3152 days 3179.2
TCGA-E9-A1NA-01A 58 years, female, white, stage:Stage IIA, alive, 1112 days 3174.7
TCGA-E9-A1N8-01A 48 years, female, white, stage:Stage IIA, alive, 1039 days 3171.7
TCGA-A1-A0SD-01A 59 years, female, white, stage:Stage IIA, alive, 437 days 3169.7
TCGA-LD-A7W6-01A 54 years, female, white, stage:Stage IIB, alive, 404 days 3168.4
TCGA-EW-A6SD-01A 32 years, female, black or african american, stage:Stage IIB, alive, 1010 days 3165.6
TCGA-D8-A1X8-01A 62 years, female, white, stage:Stage IIIA, alive, 783 days 3163.5
TCGA-UU-A93S-01A 63 years, female, black or african american, stage:Stage IV, dead, 116 days 3154.0
TCGA-A2-A3XZ-01A 46 years, female, black or african american, stage:Stage I, alive, 1532 days 3148.4
TCGA-A8-A085-01A 44 years, male, stage:Stage IIB, alive, 1124 days 3145.3
TCGA-A8-A07R-01A 80 years, female, stage:Stage IIIC, alive, 273 days 3139.1
TCGA-EW-A1P3-01A 48 years, female, white, stage:Stage IIA, alive, 1611 days 3134.2
TCGA-AR-A24R-01A 45 years, female, white, stage:Stage IIIA, alive, 3430 days 3133.1
TCGA-AR-A0U3-01A 59 years, female, white, stage:Stage IIB, alive, 4080 days 3131.7
TCGA-AN-A0AM-01A 56 years, female, white, stage:Stage IIA, alive, 5 days 3129.2
TCGA-A7-A26E-01A 71 years, female, white, stage:Stage IIIA, alive, 954 days 3124.5
TCGA-E2-A15I-01A 44 years, female, white, stage:Stage IIA, alive, 1692 days 3123.8
TCGA-A2-A0ES-01A 52 years, female, white, stage:Stage IIA, alive, 2190 days 3123.2
TCGA-EW-A1IY-01A 38 years, female, asian, stage:Stage I, alive, 258 days 3121.0
TCGA-BH-A0AZ-01A 47 years, female, white, stage:Stage IIIA, alive, 1919 days 3117.3
TCGA-BH-A0BC-01A 60 years, female, white, stage:Stage IIIC, alive, 974 days 3115.7
TCGA-E9-A1RF-01A 68 years, female, white, stage:Stage IIIA, alive, 200 days 3113.4
TCGA-E2-A1LH-01A 59 years, female, white, stage:Stage I, alive, 3247 days 3111.6
TCGA-C8-A138-01A 54 years, female, asian, stage:Stage IIIA, alive, 380 days 3110.3
TCGA-AC-A5EH-01A 76 years, female, black or african american, stage:Stage IIB, alive, 511 days 3092.0
TCGA-S3-A6ZG-01A 71 years, female, black or african american, stage:Stage IIB, alive, 562 days 3090.7
TCGA-D8-A1XA-01A 64 years, female, white, stage:Stage IA, alive, 839 days 3090.0
TCGA-AC-A2FK-01A 45 years, female, white, stage:Stage IIIC, alive, 2650 days 3088.0
TCGA-BH-A0EI-01A 51 years, female, white, stage:Stage IIA, alive, 1926 days 3085.0
TCGA-A2-A0YK-01A 61 years, female, white, stage:Stage IIA, alive, 588 days 3073.4
TCGA-E2-A1B4-01A 74 years, female, white, stage:Stage IIIA, dead, 1004 days 3072.7
TCGA-A2-A0EP-01A 56 years, female, white, stage:Stage I, alive, 3603 days 3068.1
TCGA-EW-A1PG-01A 53 years, female, white, stage:Stage IIB, alive, 1051 days 3055.3
TCGA-E2-A1IU-01A 60 years, female, white, stage:Stage IA, alive, 337 days 3054.2
TCGA-PL-A8LX-01A 35 years, female, black or african american, stage:Stage IV, alive, 5 days 3051.4
TCGA-A7-A4SA-01A 40 years, female, white, stage:Stage IIB, alive, 454 days 3044.2
TCGA-D8-A141-01A 40 years, female, white, stage:'--, alive, 626 days 3039.8
TCGA-A8-A09D-01A 47 years, female, stage:Stage IIB, alive, 1522 days 3037.5
TCGA-A2-A0ET-01A 58 years, female, white, stage:Stage IIIA, alive, 1066 days 3035.1
TCGA-A8-A07E-01A 81 years, female, stage:Stage X, alive, 608 days 3034.7
TCGA-E2-A1LA-01A 59 years, female, stage:Stage IIA, alive, 748 days 3031.6
TCGA-BH-A201-01A 64 years, female, white, stage:Stage IA, alive, 856 days 3027.8
TCGA-BH-A0H5-01A 45 years, female, white, stage:Stage I, alive, 1620 days 3024.9
TCGA-A7-A13D-01A 46 years, female, black or african american, stage:Stage IIA, alive, 965 days 3019.3
TCGA-OK-A5Q2-01A 59 years, female, stage:Stage II, alive, 64 days 3016.0
TCGA-A2-A0SX-01A 48 years, female, white, stage:Stage IA, alive, 1534 days 3015.7
TCGA-AN-A0FN-01A 61 years, female, white, stage:Stage IA, alive, 218 days 3014.5
TCGA-A8-A0A2-01A 66 years, female, stage:Stage IIA, alive, 579 days 3011.1
TCGA-A2-A0ST-01A 62 years, female, white, stage:Stage IIA, alive, 3017 days 3008.8
TCGA-A8-A0A4-01A 73 years, female, stage:Stage IIA, alive, 396 days 3007.4
TCGA-D8-A27P-01A 64 years, female, white, stage:Stage IA, alive, 49 days 3006.8
TCGA-E2-A1IO-01A 37 years, female, white, stage:Stage I, alive, 1855 days 3005.9
TCGA-A7-A0DC-01A 63 years, female, white, stage:Stage IA, alive, 906 days 3005.7
TCGA-D8-A1XB-01A 62 years, female, white, stage:Stage IIB, alive, 552 days 2999.8
TCGA-A7-A0CE-01A 57 years, female, white, stage:Stage IIA, alive, 1074 days 2994.3
TCGA-AC-A3W7-01A 66 years, female, white, stage:Stage IIB, alive, 471 days 2991.8
TCGA-A2-A0CQ-01A 62 years, female, black or african american, stage:Stage IA, alive, 2695 days 2991.7
TCGA-BH-A1FJ-01A 66 years, female, white, stage:Stage IIIA, dead, 1927 days 2990.3
TCGA-E9-A227-01A 42 years, female, white, stage:Stage IIB, alive, 975 days 2988.2
TCGA-B6-A408-01A 55 years, female, black or african american, stage:Stage IIIC, alive, 2072 days 2983.8
TCGA-AN-A0XW-01A 36 years, female, white, stage:Stage IIIA, alive, 170 days 2980.9
TCGA-E9-A1N6-01A 52 years, female, white, stage:Stage IIB, dead, 678 days 2976.8
TCGA-BH-A18J-01A 56 years, female, white, stage:Stage IV, dead, 612 days 2974.3
TCGA-AO-A0J5-01A 48 years, female, white, stage:Stage IV, dead, 792 days 2972.9
TCGA-E9-A248-01A 51 years, female, white, stage:Stage IIA, alive, 59 days 2970.6
TCGA-AQ-A0Y5-01A 70 years, female, white, stage:Stage IIIA, dead, 172 days 2963.5
TCGA-BH-A0DI-01A 63 years, female, white, stage:Stage IIB, alive, 912 days 2962.6
TCGA-AR-A0U2-01A 47 years, female, white, stage:Stage IIIA, dead, 2551 days 2960.7
TCGA-BH-A1EY-01A 79 years, female, white, stage:Stage IIA, dead, 538 days 2959.4
TCGA-AR-A24M-01A 38 years, female, white, stage:Stage IIIA, alive, 3660 days 2957.6
TCGA-BH-A0EA-01A 72 years, female, white, stage:Stage IIA, dead, 991 days 2954.4
TCGA-BH-A0DL-01A 64 years, female, white, stage:Stage IIA, alive, 2381 days 2952.4
TCGA-E2-A150-01A 48 years, female, white, stage:Stage IIA, alive, 1935 days 2952.4
TCGA-A8-A09A-01A 40 years, female, stage:Stage X, alive, 304 days 2951.5
TCGA-E2-A15G-01A 76 years, female, white, stage:Stage IIA, alive, 554 days 2949.9
TCGA-D8-A1XR-01A 56 years, female, white, stage:Stage IIB, alive, 482 days 2932.8
TCGA-BH-A0BV-01A 78 years, female, white, stage:Stage IIB, alive, 1519 days 2932.5
TCGA-B6-A0RI-01A 44 years, female, white, stage:Stage IIIB, alive, 7126 days 2928.6
TCGA-E2-A106-01A 34 years, female, asian, stage:Stage IB, alive, 2541 days 2927.0
TCGA-AC-A7VB-01A 51 years, female, black or african american, stage:Stage IIA, alive, 250 days 2925.1
TCGA-E2-A1IG-01A 45 years, female, white, stage:Stage IIB, alive, 2140 days 2922.6
TCGA-BH-A0E1-01A 52 years, female, white, stage:Stage IIB, alive, 477 days 2922.3
TCGA-D8-A1XG-01A 86 years, female, white, stage:Stage IIIB, alive, 448 days 2914.9
TCGA-A8-A08X-01A 43 years, female, stage:Stage IIIC, alive, 1308 days 2911.5
TCGA-E2-A1IK-01A 71 years, female, white, stage:Stage IIA, alive, 1800 days 2906.4
TCGA-E2-A10F-01A 47 years, female, white, stage:Stage IIA, alive, 878 days 2905.6
TCGA-BH-A0AU-01A 45 years, female, white, stage:Stage IIA, alive, 1914 days 2903.8
TCGA-EW-A1IX-01A 48 years, female, asian, stage:Stage IIA, alive, 1208 days 2900.8
TCGA-BH-A0DG-01A 30 years, female, black or african american, stage:Stage IIA, alive, 2041 days 2899.2
TCGA-E2-A3DX-01A 43 years, female, white, stage:Stage IIIC, alive, 1325 days 2896.0
TCGA-AO-A0J9-01A 61 years, female, white, stage:Stage IIIC, alive, 1613 days 2892.4
TCGA-D8-A1X9-01A 66 years, female, white, stage:Stage IIB, alive, 727 days 2888.3
TCGA-BH-A0HO-01A 48 years, female, white, stage:Stage IIA, alive, 76 days 2887.6
TCGA-XX-A89A-01A 68 years, female, white, stage:Stage IIB, alive, 488 days 2886.2
TCGA-BH-A5J0-01A 63 years, female, black or african american, stage:Stage IA, alive, 715 days 2885.0
TCGA-D8-A1JI-01A 54 years, female, white, stage:Stage IIA, alive, 577 days 2882.7
TCGA-D8-A1XD-01A 36 years, female, white, stage:Stage IIIA, alive, 522 days 2882.4
TCGA-BH-A18F-01A 50 years, female, white, stage:Stage IIA, alive, 1001 days 2881.9
TCGA-EW-A423-01A 75 years, female, white, stage:Stage IIA, alive, 533 days 2878.1
TCGA-A8-A099-01A 76 years, female, stage:Stage X, alive, 304 days 2873.8
TCGA-D8-A27K-01A 47 years, female, white, stage:Stage IIB, alive, 1461 days 2873.7
TCGA-A1-A0SQ-01A 45 years, female, white, stage:Stage IIB, alive, 554 days 2873.5
TCGA-C8-A12V-01A 55 years, female, asian, stage:Stage IIA, alive, 385 days 2872.4
TCGA-C8-A26X-01A 58 years, female, asian, stage:Stage IIA, alive, 376 days 2872.1
TCGA-AO-A0JB-01A 50 years, female, white, stage:Stage IIIA, alive, 1542 days 2870.2
TCGA-BH-A0W4-01A 46 years, female, white, stage:Stage IIA, alive, 759 days 2868.3
TCGA-AO-A0J6-01A 61 years, female, white, stage:Stage IIA, alive, 1140 days 2860.3
TCGA-OL-A5RV-01A 43 years, female, black or african american, stage:Stage IIIC, alive, 1062 days 2857.3
TCGA-A2-A3KC-01A 55 years, female, black or african american, stage:Stage IIB, alive, 1102 days 2853.8
TCGA-AO-A0JF-01A 68 years, female, white, stage:Stage IIA, alive, 1980 days 2852.7
TCGA-E2-A15T-01A 65 years, female, white, stage:Stage IIA, alive, 1563 days 2849.8
TCGA-AN-A0FK-01A 88 years, female, white, stage:Stage IIIB, alive, 213 days 2847.0
TCGA-AO-A0JE-01A 53 years, female, black or african american, stage:Stage IIIA, alive, 2335 days 2844.4
TCGA-C8-A12Z-01A 45 years, female, asian, stage:Stage IIB, alive, 382 days 2835.9
TCGA-OL-A66J-01A 80 years, female, white, stage:Stage I, alive, 1996 days 2834.1
TCGA-B6-A0WS-01A 58 years, female, black or african american, stage:Stage X, dead, 2965 days 2829.1
TCGA-E2-A107-01A 54 years, female, white, stage:Stage IIIA, alive, 1047 days 2827.8
TCGA-A8-A095-01A 45 years, female, stage:Stage I, alive, 1277 days 2825.0
TCGA-EW-A3U0-01A 61 years, female, black or african american, stage:Stage IIIA, alive, 532 days 2824.2
TCGA-AO-A124-01A 38 years, female, white, stage:Stage IIA, alive, 3506 days 2820.7
TCGA-OL-A6VQ-01A 49 years, female, white, stage:Stage IIA, alive, 600 days 2819.9
TCGA-E9-A1R4-01A 66 years, female, white, stage:Stage IA, alive, 186 days 2816.2
TCGA-D8-A3Z6-01A 56 years, female, white, stage:Stage IIIC, alive, 563 days 2813.8
TCGA-BH-A1F2-01A 53 years, female, white, stage:Stage IIIB, dead, 959 days 2811.6
TCGA-EW-A1J2-01A 50 years, female, black or african american, stage:'--, alive, 403 days 2803.7
TCGA-D8-A1X5-01A 81 years, female, white, stage:Stage IIIC, alive, 565 days 2802.3
TCGA-E9-A1N4-01A 41 years, female, white, stage:Stage IIIA, alive, 1000 days 2801.8
TCGA-S3-AA11-01A 67 years, female, black or african american, stage:Stage IIA, alive, 421 days 2790.3
TCGA-AO-A12H-01A 69 years, female, black or african american, stage:Stage IIA, alive, 1234 days 2781.0
TCGA-A2-A0CL-01A 37 years, female, black or african american, stage:Stage IIIA, alive, 3015 days 2779.3
TCGA-A2-A04R-01A 36 years, female, black or african american, stage:Stage IA, alive, 3709 days 2770.0
TCGA-E2-A1L6-01A 44 years, female, white, stage:Stage IIA, alive, 1648 days 2768.2
TCGA-AC-A6IV-01A 47 years, female, white, stage:Stage IIB, alive, 568 days 2762.3
TCGA-A8-A091-01A 61 years, female, stage:Stage IIA, alive, 1004 days 2761.1
TCGA-EW-A1J5-01A 59 years, female, white, stage:Stage IIB, alive, 477 days 2760.4
TCGA-E2-A573-01A 48 years, female, black or african american, stage:Stage IA, alive, 1062 days 2755.6
TCGA-E2-A1L9-01A 40 years, female, white, stage:Stage IIA, alive, 598 days 2746.5
TCGA-AR-A1AI-01A 47 years, female, white, stage:Stage IIA, alive, 3296 days 2745.8
TCGA-GM-A3NW-01A 63 years, female, white, stage:Stage IIA, alive, 3361 days 2741.1
TCGA-MS-A51U-01A 44 years, female, white, stage:Stage IIB, alive, 681 days 2740.2
TCGA-BH-A0DX-01A 62 years, female, white, stage:Stage I, alive, 2156 days 2734.3
TCGA-AO-A0JG-01A 49 years, female, white, stage:Stage IIIA, alive, 798 days 2729.6
TCGA-C8-A278-01A 61 years, female, asian, stage:Stage IIIA, alive, 297 days 2724.4
TCGA-AR-A250-01A 58 years, female, white, stage:Stage IIA, alive, 2707 days 2718.4
TCGA-E2-A14Q-01A 50 years, female, white, stage:Stage IIB, alive, 1163 days 2715.2
TCGA-A1-A0SH-01A 39 years, female, white, stage:Stage IIA, alive, 1437 days 2714.1
TCGA-A8-A07I-01A 69 years, female, stage:Stage IIIA, alive, 426 days 2713.5
TCGA-AC-A2QI-01A 76 years, female, white, stage:Stage IIIA, alive, 588 days 2712.7
TCGA-A2-A0EM-01A 73 years, female, white, stage:Stage IA, alive, 3094 days 2712.6
TCGA-C8-A26Z-01A 59 years, female, asian, stage:Stage IIA, alive, 470 days 2709.3
TCGA-E9-A1R6-01A 63 years, female, white, stage:Stage IIA, alive, 339 days 2704.7
TCGA-WT-AB44-01A 77 years, female, white, stage:Stage IA, alive, 883 days 2703.7
TCGA-LL-A740-01A 61 years, female, black or african american, stage:Stage IA, alive, 441 days 2703.1
TCGA-GM-A2D9-01A 69 years, female, white, stage:Stage I, dead, 1812 days 2702.8
TCGA-AC-A2FO-01A 65 years, female, white, stage:Stage IIB, alive, 2255 days 2698.7
TCGA-E2-A56Z-01A 69 years, female, black or african american, stage:Stage IIB, alive, 252 days 2698.3
TCGA-A8-A08G-01A 41 years, female, stage:Stage IIA, alive, 607 days 2694.5
TCGA-EW-A1J3-01A 61 years, female, white, stage:Stage IA, alive, 504 days 2689.6
TCGA-A8-A08I-01A 53 years, female, stage:Stage IIA, alive, 365 days 2688.0
TCGA-BH-A0DH-01A 63 years, female, white, stage:Stage IIB, alive, 1156 days 2688.0
TCGA-AO-A0JM-01A 40 years, female, stage:Stage IIB, alive, 2184 days 2686.0
TCGA-AR-A2LM-01A 49 years, female, white, stage:Stage II, alive, 1935 days 2686.0
TCGA-A7-A3IZ-01A 62 years, female, white, stage:Stage IIA, alive, 322 days 2675.3
TCGA-C8-A1HL-01A 38 years, female, asian, stage:Stage IIIA, alive, 317 days 2674.5
TCGA-AC-A2FE-01A 62 years, female, white, stage:Stage IIIC, dead, 2636 days 2674.2
TCGA-AO-A03T-01A 42 years, female, white, stage:Stage IIB, alive, 2124 days 2669.9
TCGA-E9-A1RI-01A 43 years, female, white, stage:Stage IIIA, alive, 1449 days 2669.7
TCGA-A2-A0EN-01A 70 years, female, white, stage:Stage IIA, alive, 4088 days 2668.7
TCGA-A2-A0EY-01A 62 years, female, white, stage:Stage IIB, alive, 1925 days 2668.6
TCGA-D8-A1JE-01A 62 years, female, white, stage:Stage IIA, alive, 575 days 2664.9
TCGA-A1-A0SO-01A 67 years, female, white, stage:Stage IIB, alive, 852 days 2661.8
TCGA-E2-A1IJ-01A 57 years, female, white, stage:Stage I, alive, 865 days 2659.4
TCGA-A8-A06Y-01A 66 years, female, stage:Stage IIA, alive, 791 days 2657.5
TCGA-AR-A5QM-01A 62 years, female, white, stage:Stage IIA, alive, 2231 days 2653.7
TCGA-GM-A2DM-01A 57 years, female, white, stage:Stage IIA, alive, 3226 days 2651.0
TCGA-BH-A18S-01A 79 years, female, white, stage:Stage I, dead, 2009 days 2647.1
TCGA-AR-A252-01A 50 years, female, white, stage:Stage I, alive, 2838 days 2645.2
TCGA-A8-A0A6-01A 64 years, female, stage:Stage IIIC, alive, 640 days 2643.5
TCGA-AN-A041-01A 29 years, female, white, stage:Stage IIB, alive, 7 days 2640.2
TCGA-A2-A4S2-01A 62 years, female, white, stage:Stage IIIA, alive, 643 days 2637.4
TCGA-A8-A07S-01A 73 years, female, stage:Stage IIA, alive, 243 days 2632.7
TCGA-E9-A22D-01A 38 years, female, white, stage:Stage IIA, alive, 1248 days 2630.7
TCGA-E2-A156-01A 61 years, female, white, stage:Stage I, alive, 726 days 2627.2
TCGA-E9-A1N5-01A 45 years, female, white, stage:Stage IIB, alive, 1120 days 2621.2
TCGA-D8-A1JH-01A 56 years, female, white, stage:Stage IA, alive, 426 days 2611.8
TCGA-AQ-A7U7-01A 55 years, female, white, stage:Stage IIIA, dead, 584 days 2609.0
TCGA-D8-A27G-01A 75 years, female, white, stage:Stage IIA, alive, 409 days 2608.9
TCGA-BH-A18M-01A 39 years, female, white, stage:Stage IIIA, dead, 2207 days 2608.0
TCGA-B6-A0RO-01A 71 years, female, white, stage:Stage IIIB, alive, 4929 days 2607.2
TCGA-BH-A6R8-01A 46 years, female, black or african american, stage:Stage IIA, alive, 293 days 2604.7
TCGA-BH-A0BL-01A 35 years, female, white, stage:Stage I, alive, 2278 days 2596.6
TCGA-E2-A15F-01A 64 years, female, white, stage:Stage I, alive, 658 days 2591.5
TCGA-D8-A13Y-01A 52 years, female, white, stage:Stage IA, alive, 1728 days 2590.5
TCGA-A7-A13H-01A 61 years, female, white, stage:Stage IIB, alive, 899 days 2589.4
TCGA-AC-A62Y-01A 79 years, female, white, stage:Stage IIB, alive, 530 days 2588.6
TCGA-BH-A208-01A 48 years, female, white, stage:Stage IIB, dead, 1759 days 2586.4
TCGA-BH-A0HI-01A 78 years, female, white, stage:Stage IA, alive, 620 days 2586.4
TCGA-B6-A0WZ-01A 50 years, female, black or african american, stage:Stage II, alive, 6292 days 2586.0
TCGA-A8-A06X-01A 77 years, female, stage:Stage IIB, dead, 943 days 2584.9
TCGA-GM-A2DH-01A 58 years, female, white, stage:Stage I, alive, 2193 days 2583.8
TCGA-AR-A2LQ-01A 59 years, female, white, stage:Stage IIB, alive, 1233 days 2582.8
TCGA-3C-AALK-01A 52 years, female, black or african american, stage:Stage IA, alive, 1448 days 2580.9
TCGA-A8-A08Z-01A 76 years, female, stage:'--, alive, 1217 days 2570.3
TCGA-A2-A0ER-01A 63 years, female, white, stage:Stage IB, alive, 2263 days 2570.0
TCGA-LL-A440-01A 61 years, female, white, stage:Stage IA, alive, 759 days 2569.9
TCGA-AC-A3EH-01A 79 years, female, white, stage:Stage IIIC, dead, 197 days 2564.6
TCGA-D8-A27N-01A 36 years, female, white, stage:Stage IIIA, alive, 519 days 2561.9
TCGA-A2-A04X-01A 34 years, female, white, stage:Stage IIA, alive, 1686 days 2561.5
TCGA-BH-A0HL-01A 56 years, female, white, stage:Stage IIB, alive, 72 days 2559.6
TCGA-E2-A1IF-01A 74 years, female, white, stage:Stage I, alive, 1138 days 2558.5
TCGA-BH-A1FH-01A 47 years, female, white, stage:Stage IV, dead, 1034 days 2557.6
TCGA-A8-A06U-01A 80 years, female, stage:Stage IIB, dead, 883 days 2557.5
TCGA-AO-A12E-01A 51 years, female, white, stage:Stage IIB, alive, 2142 days 2556.4
TCGA-A2-A4RW-01A 49 years, female, white, stage:Stage IIIC, alive, 222 days 2554.2
TCGA-A8-A09V-01A 51 years, female, stage:Stage IIA, alive, 457 days 2552.7
TCGA-AC-A23C-01A 62 years, female, white, stage:Stage IIB, alive, 585 days 2550.3
TCGA-AC-A8OQ-01A 72 years, female, black or african american, stage:Stage IIB, alive, 34 days 2545.7
TCGA-BH-A1ET-01A 55 years, female, white, stage:Stage I, dead, 2520 days 2537.8
TCGA-GM-A2DN-01A 58 years, female, white, stage:Stage IIA, alive, 3091 days 2536.5
TCGA-E2-A152-01A 56 years, female, white, stage:Stage I, alive, 2128 days 2535.7
TCGA-UL-AAZ6-01A 73 years, female, black or african american, stage:Stage IIA, alive, 518 days 2533.8
TCGA-A2-A0YI-01A 62 years, female, white, stage:Stage I, alive, 1505 days 2531.5
TCGA-E2-A1IL-01A 78 years, female, white, stage:Stage IIA, alive, 118 days 2524.1
TCGA-E9-A1NG-01A 62 years, female, white, stage:Stage IIA, dead, 786 days 2523.6
TCGA-E2-A2P6-01A 77 years, female, stage:Stage IIB, alive, 1051 days 2522.4
TCGA-AR-A1AO-01A 47 years, female, white, stage:Stage IIA, alive, 2618 days 2516.9
TCGA-A8-A07J-01A 35 years, female, stage:Stage IIB, alive, 365 days 2507.9
TCGA-C8-A26W-01A 58 years, female, asian, stage:Stage IIB, alive, 381 days 2507.0
TCGA-LQ-A4E4-01A 73 years, female, white, stage:Stage IIIA, alive, 849 days 2507.0
TCGA-A2-A0YD-01A 63 years, female, white, stage:Stage IIB, alive, 769 days 2504.8
TCGA-BH-A0BO-01A 54 years, female, white, stage:Stage I, alive, 2197 days 2502.7
TCGA-3C-AAAU-01A 55 years, female, white, stage:Stage X, alive, 4047 days 2495.3
TCGA-BH-A0EB-01A 69 years, female, white, stage:Stage IA, alive, 745 days 2495.3
TCGA-B6-A0IK-01A 63 years, female, white, stage:Stage IIIB, dead, 571 days 2495.0
TCGA-PE-A5DE-01A 41 years, female, white, stage:Stage IIA, alive, 2645 days 2493.2
TCGA-A7-A425-01A 70 years, female, white, stage:Stage IIIC, alive, 447 days 2491.9
TCGA-BH-A1EN-01A 78 years, female, white, stage:Stage IIA, dead, 2127 days 2491.4
TCGA-GM-A2DD-01A 53 years, female, white, stage:Stage I, alive, 2282 days 2489.9
TCGA-E9-A229-01A 37 years, female, white, stage:Stage IA, alive, 1148 days 2488.3
TCGA-B6-A0WV-01A 67 years, female, white, stage:Stage IIB, dead, 2417 days 2480.7
TCGA-A2-A0CU-01A 73 years, female, white, stage:Stage IIA, dead, 158 days 2478.8
TCGA-A8-A08A-01A 89 years, female, stage:Stage I, alive, 30 days 2468.6
TCGA-D8-A1XM-01A 57 years, female, white, stage:Stage IA, alive, 538 days 2467.5
TCGA-E2-A15L-01A 65 years, female, black or african american, stage:Stage IIA, alive, 626 days 2465.8
TCGA-A7-A3RF-01A 79 years, female, white, stage:Stage IIA, alive, 408 days 2463.5
TCGA-AR-A0TT-01A 53 years, female, black or african american, stage:Stage IIIA, alive, 3316 days 2462.6
TCGA-E2-A15K-01A 58 years, female, white, stage:Stage IIB, alive, 275 days 2455.2
TCGA-EW-A2FR-01A 59 years, female, black or african american, stage:Stage IIIC, alive, 1673 days 2446.2
TCGA-A2-A0YE-01A 48 years, female, white, stage:Stage IIB, alive, 554 days 2444.4
TCGA-BH-A0BA-01A 51 years, female, white, stage:Stage IIIC, alive, 1132 days 2444.2
TCGA-GM-A4E0-01A 67 years, female, white, stage:Stage IIIC, alive, 2191 days 2442.5
TCGA-OL-A5RU-01A 63 years, female, black or african american, stage:Stage IIA, alive, 1219 days 2438.2
TCGA-A7-A3J1-01A 63 years, female, white, stage:Stage IA, alive, 343 days 2434.9
TCGA-D8-A1X7-01A 40 years, female, white, stage:Stage IIA, alive, 509 days 2434.4
TCGA-E9-A22H-01A 42 years, female, white, stage:Stage IIB, alive, 1232 days 2429.7
TCGA-PE-A5DD-01A 64 years, female, asian, stage:Stage IIA, alive, 1953 days 2429.0
TCGA-GM-A2DF-01A 53 years, female, black or african american, stage:Stage IIA, alive, 2155 days 2425.8
TCGA-EW-A6SC-01A 60 years, female, black or african american, stage:Stage IIA, alive, 952 days 2424.0
TCGA-E2-A570-01A 47 years, female, black or african american, stage:Stage IB, alive, 931 days 2420.5
TCGA-A7-A0CH-01A 79 years, female, white, stage:Stage IIA, alive, 1079 days 2409.6
TCGA-EW-A1OX-01A 43 years, female, white, stage:Stage IIA, alive, 911 days 2405.0
TCGA-E2-A1IE-01A 61 years, female, white, stage:Stage IIB, alive, 2362 days 2403.6
TCGA-BH-A0C3-01A 47 years, female, white, stage:Stage I, alive, 2709 days 2400.9
TCGA-A2-A0YF-01A 67 years, female, black or african american, stage:Stage I, alive, 1535 days 2396.4
TCGA-AR-A24L-01A 26 years, female, white, stage:Stage IIB, dead, 2866 days 2385.6
TCGA-A7-A4SC-01A 62 years, female, white, stage:Stage IIB, alive, 446 days 2381.7
TCGA-AC-A3HN-01A 87 years, female, white, stage:Stage IIB, alive, 496 days 2381.1
TCGA-EW-A1IZ-01A 53 years, female, white, stage:Stage IIIA, alive, 554 days 2379.3
TCGA-AC-A8OS-01A 71 years, female, white, stage:Stage IIA, alive, 70 days 2377.2
TCGA-B6-A0X4-01A 62 years, female, white, stage:Stage IIB, dead, 860 days 2376.3
TCGA-EW-A6S9-01A 34 years, female, black or african american, stage:Stage IIA, alive, 463 days 2373.5
TCGA-C8-A12W-01A 49 years, female, asian, stage:Stage IIIB, alive, 385 days 2371.5
TCGA-AN-A0FV-01A 58 years, female, white, stage:Stage IIA, alive, 10 days 2369.0
TCGA-C8-A274-01A 63 years, female, asian, stage:Stage IIA, alive, 508 days 2363.4
TCGA-E9-A1RH-01A 63 years, female, white, stage:Stage IIA, alive, 1417 days 2360.0
TCGA-A8-A0AD-01A 83 years, female, stage:Stage I, alive, 1157 days 2354.4
TCGA-A7-A4SF-01A 54 years, female, black or african american, stage:Stage IIA, alive, 545 days 2351.8
TCGA-BH-A0H9-01A 69 years, female, white, stage:Stage IIA, alive, 1247 days 2334.5
TCGA-BH-A1F8-01A 90 years, female, white, stage:Stage IIIB, dead, 1 days 2324.5
TCGA-E9-A1RD-01A 67 years, female, white, stage:Stage IIA, alive, 34 days 2324.5
TCGA-C8-A8HP-01A 59 years, female, asian, stage:Stage IIIA, alive, 396 days 2316.1
TCGA-A7-A6VY-01A 48 years, female, black or african american, stage:Stage IIB, alive, 266 days 2315.3
TCGA-A2-A3KD-01A 47 years, female, white, stage:Stage IIIA, alive, 1206 days 2313.9
TCGA-A7-A3J0-01A 62 years, female, white, stage:Stage IIA, alive, 313 days 2312.7
TCGA-E9-A1NH-01A 71 years, female, white, stage:Stage IIB, alive, 576 days 2311.3
TCGA-A8-A08O-01A 45 years, female, stage:Stage IV, alive, 943 days 2310.0
TCGA-A8-A09B-01A 58 years, female, stage:Stage IIIB, alive, 365 days 2303.0
TCGA-C8-A8HQ-01A 53 years, female, asian, stage:Stage IIB, alive, 380 days 2297.5
TCGA-D8-A1XT-01A 61 years, female, white, stage:Stage IIA, alive, 506 days 2295.9
TCGA-AN-A0XR-01A 55 years, female, white, stage:Stage IIIA, alive, 10 days 2293.6
TCGA-A2-A0YG-01A 63 years, female, white, stage:Stage IIIC, alive, 666 days 2286.6
TCGA-EW-A2FW-01A 52 years, female, white, stage:Stage IIA, alive, 672 days 2276.7
TCGA-BH-A0DE-01A 62 years, female, white, stage:Stage IIA, alive, 2372 days 2275.9
TCGA-BH-A0DQ-01A 42 years, female, white, stage:Stage IIB, alive, 98 days 2274.9
TCGA-AO-A0JA-01A 36 years, female, black or african american, stage:Stage IIIC, alive, 655 days 2266.9
TCGA-LL-A442-01A 56 years, female, black or african american, stage:Stage IIA, alive, 889 days 2266.0
TCGA-BH-A6R9-01A 61 years, female, white, stage:Stage IIA, alive, 160 days 2264.8
TCGA-D8-A1XU-01A 56 years, female, white, stage:Stage IA, alive, 395 days 2253.7
TCGA-A8-A09R-01A 82 years, female, stage:Stage IIB, alive, 273 days 2251.1
TCGA-A2-A04P-01A 36 years, female, black or african american, stage:Stage IIIC, dead, 548 days 2250.5
TCGA-E9-A1N3-01A 70 years, female, white, stage:Stage IIIA, alive, 1059 days 2248.8
TCGA-C8-A26V-01A 47 years, female, asian, stage:Stage IIIA, alive, 616 days 2247.0
TCGA-AR-A0TW-01A 50 years, female, white, stage:Stage IIIA, alive, 3009 days 2246.5
TCGA-A8-A0A1-01A 84 years, female, stage:Stage IIA, alive, 365 days 2245.6
TCGA-E2-A14P-01A 79 years, female, white, stage:Stage IIIC, alive, 1246 days 2229.7
TCGA-EW-A1P4-01A 43 years, female, white, stage:Stage IIA, alive, 907 days 2226.9
TCGA-D8-A145-01A 80 years, female, white, stage:Stage IIA, alive, 410 days 2225.2
TCGA-C8-A132-01A 56 years, female, asian, stage:Stage IIB, alive, 383 days 2224.3
TCGA-E2-A1BC-01A 63 years, female, stage:Stage IA, alive, 501 days 2222.8
TCGA-E2-A155-01A 58 years, female, white, stage:Stage IIB, alive, 640 days 2221.9
TCGA-A1-A0SI-01A 52 years, female, white, stage:Stage IIB, alive, 635 days 2219.8
TCGA-A2-A0YC-01A 59 years, female, white, stage:Stage IIB, alive, 990 days 2216.9
TCGA-D8-A140-01A 62 years, female, white, stage:Stage IIB, alive, 403 days 2214.8
TCGA-BH-A1FR-01A 73 years, female, white, stage:Stage IIIB, dead, 1642 days 2209.2
TCGA-A2-A4S1-01A 66 years, female, white, stage:Stage IIA, alive, 820 days 2202.3
TCGA-OL-A66P-01A 75 years, female, black or african american, stage:Stage IIA, alive, 428 days 2198.4
TCGA-EW-A1P5-01A 77 years, female, white, stage:Stage IIB, alive, 703 days 2198.2
TCGA-EW-A1PF-01A 50 years, female, white, stage:Stage IA, alive, 439 days 2185.1
TCGA-E9-A5UO-01A 41 years, female, white, stage:Stage IIA, alive, 785 days 2181.3
TCGA-D8-A1J9-01A 48 years, female, white, stage:Stage IA, alive, 532 days 2179.5
TCGA-AR-A0TZ-01A 43 years, female, white, stage:'--, dead, 3262 days 2173.3
TCGA-AR-A0TX-01A 64 years, female, stage:Stage IIA, alive, 1972 days 2168.9
TCGA-BH-A18P-01A 60 years, female, white, stage:Stage I, dead, 921 days 2168.6
TCGA-3C-AALI-01A 50 years, female, black or african american, stage:Stage IIB, alive, 4005 days 2156.0
TCGA-D8-A1JA-01A 60 years, female, white, stage:'--, alive, 502 days 2152.4
TCGA-AN-A0XP-01A 69 years, female, white, stage:Stage IIIA, alive, 9 days 2150.4
TCGA-E2-A159-01A 50 years, female, white, stage:Stage IIA, alive, 762 days 2148.2
TCGA-GM-A3NY-01A 72 years, female, white, stage:Stage IIB, alive, 1162 days 2127.0
TCGA-A2-A1FZ-01A 63 years, female, white, stage:Stage IIA, alive, 683 days 2125.9
TCGA-S3-AA14-01A 47 years, female, black or african american, stage:Stage I, alive, 529 days 2120.3
TCGA-E2-A1LG-01A 50 years, female, black or african american, stage:Stage IIA, alive, 1523 days 2114.9
TCGA-A8-A07U-01A 66 years, female, stage:Stage IIIA, alive, 760 days 2113.7
TCGA-BH-A0GZ-01A 62 years, female, white, stage:Stage IIA, alive, 328 days 2112.3
TCGA-D8-A27E-01A 66 years, female, white, stage:Stage IA, alive, 530 days 2089.5
TCGA-D8-A73U-01A 88 years, female, white, stage:Stage IIA, alive, 492 days 2084.4
TCGA-AR-A0TQ-01A 27 years, female, white, stage:Stage IIIA, alive, 2991 days 2079.7
TCGA-AR-A1AV-01A 68 years, male, white, stage:Stage IIB, alive, 1864 days 2074.4
TCGA-E9-A24A-01A 69 years, female, white, stage:Stage IIA, alive, 747 days 2068.9
TCGA-E2-A10E-01A 64 years, female, white, stage:Stage IIA, alive, 865 days 2061.6
TCGA-A2-A25C-01A 50 years, female, white, stage:Stage IIB, alive, 523 days 2058.4
TCGA-E2-A1LB-01A 41 years, female, black or african american, stage:Stage IIB, alive, 2306 days 2035.5
TCGA-A7-A4SD-01A 52 years, female, black or african american, stage:Stage IIA, alive, 441 days 2030.5
TCGA-AN-A0FF-01A 32 years, female, white, stage:Stage IA, alive, 172 days 2029.1
TCGA-E2-A10A-01A 41 years, female, white, stage:Stage IIB, alive, 1229 days 2024.7
TCGA-AO-A12D-01A 43 years, female, white, stage:Stage IIA, alive, 2515 days 2018.8
TCGA-C8-A1HE-01A 59 years, female, asian, stage:Stage IIA, alive, 375 days 2018.3
TCGA-E2-A1LL-01A 73 years, female, black or african american, stage:Stage IIIA, alive, 1309 days 2016.4
TCGA-GM-A2DA-01A 46 years, female, white, stage:Stage IIB, dead, 6593 days 2016.2
TCGA-AN-A0AL-01A 41 years, female, white, stage:Stage IIIB, alive, 227 days 2015.2
TCGA-D8-A143-01A 51 years, female, white, stage:Stage IIA, alive, 431 days 2011.6
TCGA-E9-A1ND-01A 75 years, female, white, stage:Stage IIB, alive, 1266 days 2009.5
TCGA-A8-A06Q-01A 63 years, female, stage:Stage IIIA, alive, 31 days 2003.7
TCGA-B6-A1KI-01A 63 years, female, white, stage:Stage I, alive, 2236 days 1996.8
TCGA-D8-A1J8-01A 77 years, female, white, stage:Stage IIB, alive, 431 days 1989.3
TCGA-A1-A0SM-01A 77 years, male, white, stage:Stage IIA, alive, 242 days 1982.7
TCGA-E9-A245-01A 47 years, female, white, stage:Stage IIB, dead, 26 days 1978.3
TCGA-D8-A73W-01A 79 years, female, white, stage:Stage IIIA, dead, 385 days 1977.3
TCGA-C8-A12L-01A 67 years, female, asian, stage:Stage IIA, alive, 363 days 1973.5
TCGA-OL-A5D6-01A 71 years, female, black or african american, stage:Stage IIA, dead, 1104 days 1968.1
TCGA-S3-AA0Z-01A 63 years, female, black or african american, stage:Stage IIB, alive, 629 days 1959.6
TCGA-BH-A0B7-01A 42 years, female, white, stage:Stage IIB, alive, 2559 days 1948.8
TCGA-E2-A15P-01A 61 years, female, white, stage:Stage IA, alive, 595 days 1939.7
TCGA-B6-A0I9-01A 62 years, female, white, stage:Stage IV, dead, 362 days 1939.6
TCGA-E9-A3Q9-01A 78 years, female, white, stage:Stage IIIC, alive, 1001 days 1930.5
TCGA-A2-A0EV-01A 80 years, female, white, stage:Stage IA, alive, 968 days 1928.9
TCGA-C8-A3M8-01A 68 years, female, asian, stage:Stage IA, alive, 394 days 1919.4
TCGA-A7-A4SB-01A 56 years, female, white, stage:Stage IIIA, alive, 418 days 1862.5
TCGA-BH-A1EX-01A 67 years, female, white, stage:Stage IIB, dead, 1508 days 1855.7
TCGA-A2-A04W-01A 50 years, female, white, stage:Stage IIB, alive, 3102 days 1844.7
TCGA-B6-A0WT-01A 61 years, female, white, stage:Stage IIB, alive, 5739 days 1837.9
TCGA-A2-A0SW-01A 82 years, female, white, stage:Stage IV, dead, 1365 days 1836.2
TCGA-E2-A10B-01A 67 years, female, white, stage:Stage IIB, alive, 1141 days 1823.0
TCGA-E9-A226-01A 45 years, female, white, stage:Stage IIIA, dead, 1048 days 1819.9
TCGA-D8-A1XV-01A 84 years, female, white, stage:Stage IIA, alive, 461 days 1803.3
TCGA-A8-A07Z-01A 85 years, female, stage:Stage IIA, alive, 1371 days 1795.9
TCGA-EW-A1PE-01A 56 years, female, white, stage:Stage IIA, alive, 320 days 1732.9
TCGA-D8-A13Z-01A 51 years, female, white, stage:'--, alive, 635 days 1721.6
TCGA-EW-A1PA-01A 59 years, female, white, stage:Stage IIB, alive, 575 days 1681.1
TCGA-PL-A8LZ-01A 29 years, female, black or african american, stage:Stage IIIB, alive, 302 days 1680.6
TCGA-C8-A12Q-01A 78 years, female, asian, stage:Stage IIIA, dead, 385 days 1676.0
TCGA-B6-A0IN-01A 45 years, female, white, stage:Stage X, dead, 2573 days 1653.4
TCGA-GM-A2DB-01A 62 years, female, white, stage:Stage IIA, alive, 2406 days 1646.4
TCGA-D8-A1XC-01A 85 years, female, white, stage:Stage IIIB, dead, 377 days 1646.2
TCGA-EW-A1J6-01A 70 years, female, white, stage:Stage I, alive, 875 days 1633.8
TCGA-A2-A4S0-01A 77 years, female, white, stage:Stage IIA, alive, 706 days 1626.0
TCGA-BH-A0BR-01A 59 years, female, white, stage:Stage I, alive, 2330 days 1623.6
TCGA-A8-A084-01A 81 years, female, stage:Stage IIB, alive, 458 days 1573.6
TCGA-E9-A1R5-01A 63 years, female, white, stage:Stage IA, alive, 92 days 1565.4
TCGA-GM-A2DK-01A 58 years, female, white, stage:Stage I, alive, 2645 days 1561.3
TCGA-B6-A0X1-01A 48 years, female, white, stage:'--, dead, 7455 days 1533.4
TCGA-BH-A0BW-01A 71 years, female, black or african american, stage:Stage I, alive, 2371 days 1501.9
TCGA-C8-A12P-01A 55 years, female, asian, stage:Stage IIB, alive, 358 days 1488.9
TCGA-GI-A2C8-01A 63 years, female, white, stage:Stage IIIB, alive, 225 days 1347.7
TCGA-S3-AA15-01A 51 years, female, black or african american, stage:Stage IIB, alive, 525 days 1232.1
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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.

RPL30 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.

: 2770.3
Median expressioni

Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.

: N/A
Median follow up timei

Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.

: N/A
P scorei

Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.

N/A
5-year survival highi

5-year survival for patients with higher expression than the expression cutoff.

For melanoma and glioma, 3-year survival is shown.

N/A
5-year survival lowi

5-year survival for patients with lower expression than the expression cutoff.

For melanoma and glioma, 3-year survival is shown.

N/A
TCGA RNA samplesi

RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .

Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.

Average pTPM 2480.6
Number of samples 50
Samples
Sample Description pTPM
DO228488 30 years, female, NA, stage:2, alive, 991 days 6172.8
DO228247 33 years, female, NA, stage:3, dead, 2584 days 4292.2
DO228460 25 years, female, NA, stage:2, alive, 3385 days 3894.4
DO228431 32 years, female, NA, stage:2, alive, 2915 days 3837.7
DO228453 34 years, female, NA, stage:0, alive, 4157 days 3820.3
DO228516 35 years, female, NA, stage:2, alive, 447 days 3680.5
DO228483 34 years, female, NA, stage:0, alive, 1994 days 3618.9
DO228404 29 years, female, NA, stage:1, alive, 3737 days 3256.0
DO228441 29 years, female, NA, stage:1, dead, 147 days 3068.6
DO228340 34 years, female, NA, stage:3, dead, 1051 days 3022.3
DO228276 32 years, female, NA, stage:2, alive, 4613 days 2980.1
DO228506 32 years, female, NA, stage:1, alive, 489 days 2898.8
DO228262 33 years, female, NA, stage:2, alive, 3889 days 2878.1
DO228430 31 years, female, NA, stage:1, alive, 4647 days 2875.9
DO228310 33 years, female, NA, stage:2, dead, 153 days 2770.3
DO228409 31 years, female, NA, stage:1, alive, 4423 days 2764.2
DO228471 28 years, female, NA, stage:2, alive, 1827 days 2747.7
DO228479 27 years, female, NA, stage:2, alive, 1985 days 2744.7
DO228350 34 years, female, NA, stage:1, alive, 3069 days 2738.3
DO228268 35 years, female, NA, stage:2, alive, 5084 days 2661.6
DO228439 33 years, female, NA, stage:1, alive, 1845 days 2649.9
DO228383 30 years, female, NA, stage:2, alive, 3975 days 2627.2
DO228433 34 years, female, NA, stage:3, alive, 1929 days 2612.5
DO228260 32 years, female, NA, stage:2, alive, 3026 days 2608.1
DO228272 32 years, female, NA, stage:2, alive, 4126 days 2582.2
DO228521 32 years, female, NA, stage:1, alive, 287 days 2546.4
DO228499 29 years, female, NA, stage:1, alive, 284 days 2512.4
DO228502 27 years, female, NA, stage:1, alive, 164 days 2508.5
DO228246 26 years, female, NA, stage:3, dead, 327 days 2483.8
DO228509 33 years, female, NA, stage:1, alive, 377 days 2407.2
DO228283 33 years, female, NA, stage:3, alive, 5180 days 2401.8
DO228477 33 years, female, NA, stage:3, alive, 2188 days 2277.5
DO228426 35 years, female, NA, stage:2, alive, 4129 days 2236.5
DO228332 33 years, female, NA, stage:2, alive, 4776 days 2225.2
DO228300 35 years, female, NA, stage:2, alive, 952 days 2185.3
DO228295 31 years, female, NA, stage:2, dead, 2616 days 2175.0
DO228321 35 years, female, NA, stage:2, dead, 4286 days 2118.2
DO228449 27 years, female, NA, stage:2, alive, 4896 days 2101.2
DO229483 34 years, female, NA, stage:0, alive, 299 days 2065.1
DO228256 29 years, female, NA, stage:2, alive, 2312 days 2054.7
DO228290 31 years, female, NA, stage:2, alive, 4268 days 2043.0
DO228307 35 years, female, NA, stage:2, alive, 4928 days 1998.6
DO228293 28 years, female, NA, stage:2, alive, 4339 days 1868.0
DO228319 35 years, female, NA, stage:1, alive, 4716 days 1639.9
DO228427 31 years, female, NA, stage:2, alive, 3995 days 542.3
DO228423 34 years, female, NA, stage:2, alive, 4136 days 443.7
DO228455 34 years, female, NA, stage:1, alive, 3115 days 427.5
DO228266 33 years, female, NA, stage:2, dead, 3785 days 388.8
DO228356 33 years, female, NA, stage:2, dead, 3732 days 295.3
DO228452 32 years, female, NA, stage:2, dead, 1354 days 281.3
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BREAST CANCER - Protein expressioni

A mouse-over function shows sample information and annotation data. Click on an image to view it in a full screen mode. Samples can be filtered based on level of antibody staining by selecting one or several of the following categories: high, medium, low and not detected. The assay and annotation is described here.

Note that samples used for immunohistochemistry by the Human Protein Atlas do not correspond to samples in the TCGA dataset.

 

Antibody stainingi

Antibody staining in the annotated cell types in the current human tissue is reported as not detected, low, medium, or high, based on conventional immunohistochemistry profiling in selected tissues. This score is based on the combination of the staining intensity and fraction of stained cells.

Each image is clickable and will lead to virtual microscopy that enables deeper exploration of all samples and also displays staining intensity scores, fraction scores and subcellular localization as well as patient and tissue information for each sample.


Antibody HPA002651
 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
Neoplasm, malignant, NOS

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