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RPS18
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  • RPS18
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.

RPS18 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.

: 4637.9
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 6412.2
Number of samples 1022
Samples
Sample Description pTPM
TCGA-AC-A2BK-01A 78 years, female, black or african american, stage:Stage IIIA, alive, 2222 days 21070.1
TCGA-BH-A0B9-01A 44 years, female, white, stage:Stage IA, alive, 1572 days 17620.0
TCGA-AR-A2LE-01A 69 years, female, white, stage:Stage I, alive, 5062 days 17532.0
TCGA-B6-A0X0-01A 54 years, female, white, stage:Stage I, dead, 3945 days 17138.8
TCGA-E9-A1N8-01A 48 years, female, white, stage:Stage IIA, alive, 1039 days 16857.2
TCGA-A1-A0SB-01A 70 years, female, white, stage:Stage I, alive, 259 days 16168.1
TCGA-B6-A0RN-01A 60 years, female, white, stage:Stage IA, alive, 8008 days 15721.9
TCGA-A2-A0CY-01A 63 years, female, white, stage:Stage IIB, alive, 1673 days 15431.8
TCGA-A2-A0T5-01A 39 years, female, white, stage:Stage IIA, alive, 531 days 15330.2
TCGA-B6-A0I2-01A 45 years, female, white, stage:Stage IA, alive, 4361 days 15262.8
TCGA-E9-A22G-01A 47 years, female, white, stage:Stage IIA, alive, 1239 days 15136.0
TCGA-LL-A5YN-01A 46 years, female, black or african american, stage:Stage IIA, alive, 447 days 14907.3
TCGA-E2-A158-01A 43 years, female, white, stage:Stage IIA, alive, 450 days 14717.6
TCGA-AR-A2LR-01A 49 years, female, white, stage:Stage I, alive, 1742 days 14229.2
TCGA-E2-A574-01A 44 years, female, black or african american, stage:Stage IIA, alive, 1179 days 14228.9
TCGA-AO-A124-01A 38 years, female, white, stage:Stage IIA, alive, 3506 days 13894.4
TCGA-E2-A15J-01A 51 years, female, white, stage:Stage I, alive, 1640 days 13536.0
TCGA-PL-A8LY-01A 30 years, female, black or african american, stage:Stage IIB, alive, 8 days 13304.5
TCGA-AR-A24K-01A 46 years, female, white, stage:Stage IIA, alive, 1548 days 13299.6
TCGA-AO-A1KR-01A 51 years, female, white, stage:Stage IIA, alive, 2513 days 13279.7
TCGA-AC-A6IW-01A 73 years, female, black or african american, stage:Stage IIA, alive, 413 days 13126.0
TCGA-A2-A0YM-01A 67 years, female, white, stage:Stage IIA, alive, 965 days 13042.2
TCGA-BH-A0B8-01A 64 years, female, white, stage:Stage I, alive, 1569 days 12891.5
TCGA-A8-A08C-01A 65 years, female, stage:Stage IIA, alive, 881 days 12889.9
TCGA-AN-A046-01A 68 years, female, white, stage:Stage IIA, alive, 10 days 12608.4
TCGA-AC-A3QP-01A 79 years, female, white, stage:Stage IIB, alive, 675 days 12520.6
TCGA-B6-A0IQ-01A 40 years, female, white, stage:Stage IIIA, alive, 4285 days 12444.9
TCGA-AN-A0FD-01A 71 years, female, white, stage:Stage IIA, alive, 196 days 12400.4
TCGA-D8-A1Y3-01A 61 years, female, white, stage:Stage IIIA, alive, 430 days 12329.5
TCGA-BH-A42V-01A 41 years, female, black or african american, stage:Stage IB, alive, 635 days 12260.5
TCGA-B6-A0I5-01A 49 years, female, white, stage:Stage IIB, alive, 8556 days 12251.2
TCGA-A2-A0YL-01A 48 years, female, white, stage:Stage IIIA, alive, 1474 days 12236.9
TCGA-BH-A0E6-01A 69 years, female, white, stage:Stage IA, alive, 293 days 12118.6
TCGA-BH-A0HK-01A 81 years, female, white, stage:Stage IIB, alive, 178 days 11977.5
TCGA-BH-A0E0-01A 38 years, female, white, stage:Stage IIIC, alive, 134 days 11919.1
TCGA-A7-A0CD-01A 66 years, female, white, stage:Stage I, alive, 1165 days 11910.7
TCGA-AR-A0TR-01A 68 years, female, white, stage:Stage IIB, dead, 160 days 11860.3
TCGA-AO-A126-01A 39 years, female, asian, stage:Stage IIA, alive, 3307 days 11844.5
TCGA-B6-A402-01A 47 years, female, black or african american, stage:Stage I, alive, 2281 days 11840.6
TCGA-AC-A7VC-01A 56 years, female, white, stage:Stage IIB, alive, 1 days 11781.9
TCGA-D8-A1XO-01A 56 years, female, white, stage:Stage IIB, alive, 1682 days 11624.9
TCGA-BH-A0HP-01A 65 years, female, white, stage:Stage IIIA, alive, 414 days 11621.5
TCGA-A1-A0SE-01A 56 years, female, white, stage:Stage I, alive, 1321 days 11617.0
TCGA-AN-A0FW-01A 67 years, female, white, stage:Stage IIIA, alive, 11 days 11564.7
TCGA-AR-A24X-01A 52 years, female, white, stage:Stage IIA, alive, 3004 days 11563.5
TCGA-AN-A0XT-01A 54 years, female, white, stage:Stage IIIA, alive, 10 days 11535.4
TCGA-BH-A0HY-01A 60 years, female, white, stage:Stage I, alive, 1545 days 11522.1
TCGA-AR-A1AN-01A 46 years, female, white, stage:Stage IIA, alive, 2920 days 11514.1
TCGA-B6-A0RV-01A 42 years, female, white, stage:Stage IIIA, alive, 5156 days 11386.5
TCGA-A8-A08B-01A 52 years, female, stage:Stage IIA, alive, 1156 days 11385.9
TCGA-BH-A0E2-01A 49 years, female, black or african american, stage:Stage IIIA, alive, 435 days 11381.9
TCGA-A2-A3XU-01A 35 years, female, black or african american, stage:Stage IIB, dead, 912 days 11364.2
TCGA-E9-A244-01A 54 years, female, white, stage:Stage IIA, alive, 21 days 11360.5
TCGA-EW-A1OV-01A 56 years, female, white, stage:Stage IIB, alive, 789 days 11280.6
TCGA-A2-A3XV-01A 46 years, female, black or african american, stage:Stage IIA, alive, 996 days 11260.2
TCGA-A1-A0SF-01A 54 years, female, white, stage:Stage IIA, alive, 1463 days 11250.2
TCGA-BH-A0AV-01A 52 years, female, black or african american, stage:Stage I, alive, 1820 days 11236.4
TCGA-E9-A54Y-01A 63 years, female, white, stage:Stage IIIA, alive, 725 days 11234.5
TCGA-A1-A0SK-01A 54 years, female, asian, stage:Stage IIA, dead, 967 days 11230.9
TCGA-AR-A1AH-01A 51 years, female, white, stage:Stage IIB, alive, 3807 days 11133.7
TCGA-A8-A09Q-01A 83 years, female, stage:Stage IIIB, alive, 761 days 11133.4
TCGA-BH-A0BM-01A 54 years, female, white, stage:Stage IIB, alive, 1876 days 11123.1
TCGA-A7-A6VW-01A 48 years, female, black or african american, stage:Stage IIA, alive, 285 days 11030.0
TCGA-BH-A0HU-01A 52 years, female, white, stage:Stage IA, alive, 392 days 11002.3
TCGA-B6-A0I1-01A 73 years, female, black or african american, stage:Stage IIA, dead, 2361 days 10997.9
TCGA-A2-A1FX-01A 61 years, female, white, stage:Stage IIIA, alive, 1847 days 10933.9
TCGA-AN-A03Y-01A 66 years, female, white, stage:Stage IIA, alive, 10 days 10900.9
TCGA-AC-A23E-01A 50 years, female, white, stage:Stage IIB, alive, 698 days 10890.0
TCGA-OL-A5RZ-01A 57 years, female, black or african american, stage:Stage IA, alive, 679 days 10842.0
TCGA-A2-A0SY-01A 62 years, female, white, stage:Stage IIIA, alive, 1347 days 10818.9
TCGA-GM-A3XG-01A 46 years, female, white, stage:Stage IIIA, alive, 1330 days 10803.8
TCGA-A2-A0CP-01A 60 years, female, white, stage:Stage IA, alive, 2813 days 10708.4
TCGA-B6-A0IE-01A 38 years, female, black or african american, stage:Stage IIIA, dead, 1993 days 10699.0
TCGA-AO-A12F-01A 36 years, female, white, stage:Stage IIA, alive, 1842 days 10690.6
TCGA-E2-A1LI-01A 57 years, female, white, stage:Stage IIB, alive, 3121 days 10658.3
TCGA-A2-A0D0-01A 60 years, female, black or african american, stage:Stage IIA, alive, 2048 days 10630.1
TCGA-EW-A1PH-01A 52 years, female, white, stage:Stage IIA, alive, 607 days 10595.3
TCGA-D8-A27T-01A 53 years, female, white, stage:Stage IIIC, alive, 398 days 10589.0
TCGA-C8-A1HO-01A 34 years, female, asian, stage:Stage IIIC, alive, 375 days 10548.9
TCGA-AC-A62X-01A 72 years, female, black or african american, stage:Stage IIA, alive, 417 days 10547.1
TCGA-A2-A0D3-01A 42 years, female, white, stage:Stage IA, alive, 1873 days 10449.5
TCGA-AO-A12B-01A 63 years, female, white, stage:Stage IIA, alive, 2989 days 10417.1
TCGA-A2-A0T0-01A 59 years, female, white, stage:Stage IIB, alive, 533 days 10410.3
TCGA-A1-A0SP-01A 40 years, female, stage:Stage IIA, alive, 584 days 10390.2
TCGA-AO-A12A-01A 47 years, female, white, stage:Stage IIA, alive, 3112 days 10383.4
TCGA-AQ-A54N-01A 51 years, female, black or african american, stage:Stage IIA, alive, 78 days 10296.2
TCGA-A2-A04V-01A 39 years, female, white, stage:Stage IIA, dead, 1920 days 10291.3
TCGA-AR-A0TY-01A 54 years, female, white, stage:Stage IIA, dead, 1699 days 10278.4
TCGA-OL-A5D7-01A 70 years, female, black or african american, stage:Stage IIA, alive, 1780 days 10246.3
TCGA-BH-A0DZ-01A 43 years, female, white, stage:Stage IIB, alive, 495 days 10231.1
TCGA-E9-A1NC-01A 61 years, female, white, stage:Stage IIB, alive, 1203 days 10206.2
TCGA-OL-A5S0-01A 66 years, female, black or african american, stage:Stage IIB, alive, 620 days 10171.2
TCGA-AO-A129-01A 29 years, female, white, stage:Stage IIB, alive, 3286 days 10167.7
TCGA-BH-A0BQ-01A 39 years, female, white, stage:Stage I, alive, 2255 days 10163.2
TCGA-AN-A0AR-01A 55 years, female, white, stage:Stage IIA, alive, 10 days 10145.3
TCGA-A2-A04U-01A 47 years, female, white, stage:Stage IIA, alive, 2654 days 10091.3
TCGA-EW-A1OY-01A 63 years, female, white, stage:Stage IIA, alive, 908 days 10062.5
TCGA-A2-A0SU-01A 66 years, female, white, stage:Stage IIA, alive, 1662 days 10056.5
TCGA-B6-A0RH-01A 51 years, female, black or african american, stage:Stage IIA, dead, 6456 days 10051.5
TCGA-A7-A0CG-01A 78 years, female, white, stage:Stage IIA, alive, 1043 days 10039.9
TCGA-A2-A04T-01A 62 years, female, white, stage:Stage IIA, alive, 2246 days 10027.4
TCGA-A8-A07O-01A 51 years, female, stage:Stage IIA, alive, 304 days 10011.6
TCGA-A2-A0CK-01A 60 years, female, white, stage:Stage IIIA, alive, 4159 days 10010.2
TCGA-OL-A5DA-01A 61 years, female, white, stage:Stage IIA, alive, 1783 days 9858.1
TCGA-BH-A0BC-01A 60 years, female, white, stage:Stage IIIC, alive, 974 days 9854.3
TCGA-BH-A0BT-01A 56 years, female, white, stage:Stage IIA, alive, 2365 days 9792.7
TCGA-BH-A1FU-01A 44 years, female, white, stage:Stage IA, dead, 1688 days 9792.5
TCGA-AN-A0AK-01A 76 years, female, white, stage:Stage IIA, alive, 224 days 9733.2
TCGA-B6-A0RU-01A 40 years, female, white, stage:Stage IA, alive, 8605 days 9715.6
TCGA-OL-A66I-01A 36 years, female, black or african american, stage:Stage IIA, alive, 714 days 9682.9
TCGA-AO-A03L-01A 34 years, female, asian, stage:Stage IIIA, alive, 2442 days 9644.1
TCGA-C8-A12Z-01A 45 years, female, asian, stage:Stage IIB, alive, 382 days 9637.2
TCGA-AO-A03P-01A 54 years, female, black or african american, stage:Stage IIB, dead, 2911 days 9634.8
TCGA-AO-A0JB-01A 50 years, female, white, stage:Stage IIIA, alive, 1542 days 9572.8
TCGA-BH-A1FC-01A 78 years, female, black or african american, stage:Stage IIA, dead, 3472 days 9570.3
TCGA-EW-A424-01A 51 years, female, white, stage:Stage IIIA, alive, 715 days 9553.5
TCGA-BH-A42U-01A 80 years, female, black or african american, stage:Stage IIA, alive, 3364 days 9552.5
TCGA-AN-A0AT-01A 62 years, female, white, stage:Stage IIA, alive, 10 days 9540.2
TCGA-AO-A0JL-01A 59 years, female, white, stage:Stage IIIA, alive, 1683 days 9494.1
TCGA-BH-A28Q-01A 46 years, female, white, stage:Stage IIB, alive, 1119 days 9485.8
TCGA-C8-A12N-01A 58 years, female, asian, stage:Stage IIA, alive, 358 days 9483.5
TCGA-AN-A04C-01A 51 years, female, white, stage:Stage IIB, alive, 54 days 9478.5
TCGA-A8-A07P-01A 68 years, female, stage:Stage IIB, alive, 334 days 9439.9
TCGA-OL-A5RX-01A 51 years, female, black or african american, stage:Stage IA, alive, 878 days 9423.9
TCGA-AN-A0AJ-01A 79 years, female, white, stage:Stage IIB, alive, 303 days 9415.5
TCGA-A2-A3XT-01A 45 years, female, black or african american, stage:Stage IIB, alive, 2770 days 9383.6
TCGA-D8-A1XL-01A 34 years, female, white, stage:Stage IIB, alive, 606 days 9355.3
TCGA-LD-A9QF-01A 73 years, female, black or african american, stage:Stage IA, alive, 323 days 9337.7
TCGA-BH-A2L8-01A 45 years, female, white, stage:Stage IIA, alive, 612 days 9335.3
TCGA-E9-A249-01A 45 years, female, white, stage:Stage IIA, alive, 217 days 9311.8
TCGA-EW-A6SB-01A 62 years, female, black or african american, stage:Stage II, alive, 760 days 9298.2
TCGA-A2-A0D1-01A 76 years, female, white, stage:Stage IIA, alive, 1051 days 9294.2
TCGA-AO-A12C-01A 42 years, female, white, stage:Stage IIB, alive, 2372 days 9277.2
TCGA-AC-A3TM-01A 50 years, female, white, stage:Stage IIIA, alive, 762 days 9271.9
TCGA-OL-A5RW-01A 40 years, female, black or african american, stage:Stage IIA, alive, 1106 days 9220.3
TCGA-B6-A0WY-01A 40 years, female, white, stage:Stage IIIA, dead, 3461 days 9215.7
TCGA-EW-A1OW-01A 58 years, female, black or african american, stage:Stage IIA, alive, 694 days 9205.3
TCGA-A2-A1G4-01A 71 years, female, white, stage:Stage IIIA, alive, 595 days 9198.1
TCGA-AC-A2FF-01A 40 years, female, asian, stage:Stage IIB, alive, 2759 days 9185.3
TCGA-BH-A18G-01A 81 years, female, white, stage:Stage IA, alive, 149 days 9178.2
TCGA-E2-A1LG-01A 50 years, female, black or african american, stage:Stage IIA, alive, 1523 days 9168.2
TCGA-D8-A27F-01A 40 years, female, white, stage:Stage IIA, alive, 488 days 9140.3
TCGA-E2-A14R-01A 62 years, female, white, stage:Stage IIA, alive, 1174 days 9136.4
TCGA-BH-A0HF-01A 77 years, female, white, stage:Stage IA, alive, 727 days 9118.3
TCGA-C8-A1HJ-01A 53 years, female, asian, stage:Stage IIA, alive, 5 days 9091.8
TCGA-BH-A18R-01A 50 years, female, white, stage:Stage IIA, dead, 1142 days 9046.7
TCGA-S3-AA10-01A 65 years, female, black or african american, stage:Stage IIA, alive, 586 days 9013.5
TCGA-AC-A6NO-01A 43 years, female, black or african american, stage:Stage IIB, alive, 51 days 8988.9
TCGA-A2-A0T2-01A 66 years, female, white, stage:Stage IV, dead, 255 days 8961.4
TCGA-BH-A0RX-01A 59 years, female, white, stage:Stage IIA, alive, 170 days 8956.2
TCGA-OL-A6VR-01A 48 years, female, black or african american, stage:Stage IA, alive, 1220 days 8928.2
TCGA-AN-A0FS-01A 55 years, female, white, stage:Stage IA, alive, 210 days 8912.4
TCGA-A8-A093-01A 61 years, female, stage:Stage IIA, alive, 546 days 8904.1
TCGA-A2-A3Y0-01A 57 years, female, black or african american, stage:Stage IIB, alive, 1546 days 8901.7
TCGA-EW-A1P8-01A 58 years, female, white, stage:Stage IIIC, dead, 239 days 8895.8
TCGA-E9-A1N9-01A 58 years, female, white, stage:Stage IIA, alive, 1101 days 8891.2
TCGA-E2-A1IN-01A 60 years, female, white, stage:Stage I, alive, 675 days 8875.4
TCGA-BH-A0H3-01A 46 years, female, white, stage:Stage I, alive, 1928 days 8874.1
TCGA-E2-A154-01A 68 years, female, white, stage:Stage I, alive, 591 days 8869.9
TCGA-C8-A27B-01A 48 years, female, asian, stage:Stage IIB, alive, 439 days 8859.0
TCGA-BH-A18U-01A 72 years, female, white, stage:Stage IIIA, dead, 1563 days 8853.3
TCGA-JL-A3YX-01A 46 years, female, asian, stage:Stage IIA, alive, 352 days 8848.3
TCGA-Z7-A8R5-01A 61 years, female, white, stage:Stage IIIA, alive, 3287 days 8836.4
TCGA-GM-A2DI-01A 52 years, female, white, stage:Stage I, alive, 2590 days 8829.0
TCGA-D8-A3Z5-01A 54 years, female, white, stage:Stage IIIC, alive, 1015 days 8821.7
TCGA-AR-A2LO-01A 46 years, female, white, stage:Stage IIB, alive, 1198 days 8818.8
TCGA-A2-A3XW-01A 42 years, female, black or african american, stage:Stage IIB, alive, 1712 days 8816.2
TCGA-AC-A4ZE-01A 63 years, female, white, stage:Stage IIB, alive, 890 days 8788.9
TCGA-AO-A0JD-01A 59 years, female, white, stage:Stage IIIA, alive, 2190 days 8785.3
TCGA-B6-A0WX-01A 40 years, female, black or african american, stage:Stage IIIA, dead, 639 days 8771.3
TCGA-E2-A1B5-01A 46 years, female, white, stage:Stage IIA, alive, 984 days 8770.1
TCGA-OL-A66O-01A 39 years, female, black or african american, stage:Stage IIB, alive, 528 days 8756.7
TCGA-AC-A8OR-01A 75 years, female, white, stage:Stage IA, alive, 40 days 8747.8
TCGA-BH-A8FZ-01A 58 years, female, white, stage:Stage IA, alive, 574 days 8741.5
TCGA-BH-A0HI-01A 78 years, female, white, stage:Stage IA, alive, 620 days 8704.2
TCGA-A7-A5ZW-01A 47 years, female, black or african american, stage:Stage IIA, alive, 326 days 8694.2
TCGA-A2-A0ST-01A 62 years, female, white, stage:Stage IIA, alive, 3017 days 8679.3
TCGA-A2-A4RY-01A 46 years, female, white, stage:Stage IIIC, alive, 648 days 8670.1
TCGA-AN-A04A-01A 36 years, female, white, stage:Stage IIIA, alive, 90 days 8668.5
TCGA-GM-A3XN-01A 44 years, female, white, stage:Stage IIIA, alive, 2019 days 8640.9
TCGA-PE-A5DC-01A 72 years, female, white, stage:Stage IIIA, dead, 1430 days 8614.3
TCGA-B6-A0IG-01A 50 years, female, white, stage:Stage IIB, dead, 4456 days 8607.5
TCGA-AN-A0XN-01A 68 years, female, white, stage:Stage IIIA, alive, 10 days 8588.0
TCGA-EW-A1P0-01A 55 years, female, white, stage:Stage IIB, alive, 1251 days 8584.6
TCGA-B6-A0RM-01A 57 years, female, black or african american, stage:Stage X, dead, 2373 days 8574.6
TCGA-BH-A18T-01A 70 years, female, white, stage:Stage IIA, dead, 224 days 8569.4
TCGA-LD-A66U-01A 44 years, female, white, stage:Stage IIB, alive, 646 days 8549.5
TCGA-EW-A1OZ-01A 56 years, female, black or african american, stage:Stage IIA, alive, 1229 days 8532.7
TCGA-A2-A0CT-01A 71 years, female, white, stage:Stage IIA, alive, 2289 days 8531.0
TCGA-EW-A1P6-01A 64 years, female, white, stage:Stage IIB, alive, 562 days 8526.5
TCGA-B6-A0RE-01A 61 years, female, black or african american, stage:Stage X, alive, 7777 days 8523.8
TCGA-AR-A1AR-01A 50 years, female, white, stage:Stage IIIA, dead, 524 days 8516.2
TCGA-A2-A259-01A 70 years, female, black or african american, stage:Stage I, alive, 1596 days 8515.4
TCGA-E2-A2P5-01A 78 years, female, black or african american, stage:Stage IIIC, dead, 821 days 8514.0
TCGA-E2-A1B4-01A 74 years, female, white, stage:Stage IIIA, dead, 1004 days 8491.5
TCGA-E2-A1II-01A 51 years, female, white, stage:Stage I, alive, 1025 days 8490.9
TCGA-BH-A0W7-01A 49 years, female, white, stage:Stage I, alive, 1363 days 8489.0
TCGA-C8-A3M7-01A 60 years, female, asian, stage:Stage IIIB, dead, 1034 days 8487.5
TCGA-GM-A5PV-01A 63 years, female, white, stage:Stage IIB, alive, 412 days 8479.2
TCGA-BH-A1FL-01A 69 years, female, white, stage:Stage IIB, dead, 1673 days 8474.4
TCGA-EW-A1J1-01A 38 years, female, white, stage:Stage IIB, alive, 575 days 8449.2
TCGA-GM-A2D9-01A 69 years, female, white, stage:Stage I, dead, 1812 days 8410.8
TCGA-A7-A5ZX-01A 48 years, female, white, stage:Stage IIIC, alive, 336 days 8400.3
TCGA-OL-A97C-01A 67 years, female, black or african american, stage:Stage IIB, alive, 271 days 8396.6
TCGA-A8-A09W-01A 70 years, female, stage:Stage IIIB, alive, 30 days 8394.1
TCGA-LL-A73Y-01A 67 years, female, black or african american, stage:Stage IA, alive, 477 days 8382.0
TCGA-E9-A3QA-01A 33 years, female, white, stage:Stage IIA, alive, 918 days 8360.2
TCGA-B6-A0RQ-01A 68 years, female, white, stage:Stage IIB, dead, 4267 days 8359.1
TCGA-BH-A0BG-01A 73 years, female, white, stage:Stage I, alive, 1871 days 8354.8
TCGA-E9-A3HO-01A 49 years, female, white, stage:Stage IIA, alive, 1158 days 8346.5
TCGA-B6-A0IK-01A 63 years, female, white, stage:Stage IIIB, dead, 571 days 8339.1
TCGA-AO-A0JC-01A 64 years, female, white, stage:Stage IIA, alive, 1547 days 8338.8
TCGA-AO-A12G-01A 75 years, female, white, stage:Stage IIA, alive, 1639 days 8294.3
TCGA-AN-A0AS-01A 70 years, female, white, stage:Stage IIIA, alive, 10 days 8263.4
TCGA-E9-A5FK-01A 60 years, female, white, stage:Stage IIIC, alive, 812 days 8231.4
TCGA-A2-A0YJ-01A 39 years, female, white, stage:Stage IIIA, alive, 566 days 8227.3
TCGA-AR-A0TV-01A 66 years, female, stage:Stage IIA, alive, 2288 days 8218.2
TCGA-B6-A0IA-01A 51 years, female, white, stage:Stage IIA, alive, 8391 days 8211.2
TCGA-AR-A24W-01A 55 years, female, white, stage:Stage IIB, alive, 1550 days 8207.4
TCGA-A2-A0ES-01A 52 years, female, white, stage:Stage IIA, alive, 2190 days 8182.1
TCGA-GM-A5PX-01A 65 years, female, white, stage:Stage IIB, alive, 551 days 8164.8
TCGA-WT-AB41-01A 55 years, female, black or african american, stage:Stage IIB, alive, 1611 days 8162.6
TCGA-A2-A0EQ-01A 64 years, female, black or african american, stage:Stage IIA, alive, 2426 days 8152.5
TCGA-BH-A0HQ-01A 56 years, female, white, stage:Stage IIA, alive, 1121 days 8150.9
TCGA-GM-A2DM-01A 57 years, female, white, stage:Stage IIA, alive, 3226 days 8150.3
TCGA-E2-A15S-01A 34 years, female, white, stage:Stage IIB, alive, 428 days 8150.0
TCGA-A2-A0CV-01A 41 years, female, asian, stage:Stage IIB, alive, 3011 days 8142.7
TCGA-W8-A86G-01A 66 years, female, white, stage:Stage IIA, alive, 347 days 8128.9
TCGA-A2-A0EM-01A 73 years, female, white, stage:Stage IA, alive, 3094 days 8120.2
TCGA-BH-A0HA-01A 31 years, female, white, stage:Stage I, alive, 1611 days 8114.5
TCGA-5L-AAT0-01A 42 years, female, white, stage:Stage IIA, alive, 1477 days 8113.4
TCGA-E2-A14X-01A 55 years, female, black or african american, stage:Stage IIIA, alive, 972 days 8101.7
TCGA-B6-A409-01A 44 years, female, black or african american, stage:Stage IIIA, dead, 573 days 8097.5
TCGA-D8-A27V-01A 62 years, female, white, stage:Stage IIA, alive, 381 days 8038.4
TCGA-A8-A08T-01A 64 years, female, stage:Stage IV, dead, 3409 days 8017.9
TCGA-E2-A14Z-01A 64 years, female, white, stage:Stage I, dead, 563 days 8015.6
TCGA-A2-A0T6-01A 50 years, female, white, stage:Stage IIB, alive, 575 days 8015.2
TCGA-C8-A1HF-01A 48 years, female, asian, stage:Stage IIA, alive, 332 days 8001.9
TCGA-A2-A04P-01A 36 years, female, black or african american, stage:Stage IIIC, dead, 548 days 7999.2
TCGA-A7-A3IY-01A 71 years, female, white, stage:Stage I, alive, 345 days 7998.3
TCGA-AO-A0J7-01A 71 years, female, white, stage:Stage IIB, alive, 618 days 7994.6
TCGA-E2-A1BD-01A 53 years, female, white, stage:Stage IIA, alive, 1133 days 7977.9
TCGA-BH-A0BJ-01A 41 years, female, white, stage:Stage IIB, alive, 660 days 7958.5
TCGA-BH-A0HO-01A 48 years, female, white, stage:Stage IIA, alive, 76 days 7945.6
TCGA-E9-A228-01A 58 years, female, white, stage:Stage IIB, alive, 1285 days 7920.7
TCGA-AO-A125-01A 72 years, female, black or african american, stage:Stage IIA, alive, 3456 days 7920.4
TCGA-OL-A66K-01A 72 years, female, white, stage:Stage IIA, dead, 1275 days 7914.7
TCGA-XX-A899-01A 46 years, female, white, stage:Stage IIIA, alive, 467 days 7902.1
TCGA-E9-A3X8-01A 48 years, female, white, stage:Stage IIB, alive, 926 days 7876.3
TCGA-C8-A135-01A 64 years, female, asian, stage:Stage IIB, alive, 393 days 7857.0
TCGA-A8-A092-01A 48 years, female, stage:Stage IIIA, alive, 942 days 7853.2
TCGA-A2-A25F-01A 66 years, female, white, stage:Stage IIA, alive, 322 days 7827.5
TCGA-GI-A2C9-01A 58 years, female, black or african american, stage:Stage IIB, alive, 3342 days 7820.6
TCGA-A8-A085-01A 44 years, male, stage:Stage IIB, alive, 1124 days 7803.0
TCGA-E2-A1IL-01A 78 years, female, white, stage:Stage IIA, alive, 118 days 7793.1
TCGA-AO-A0J4-01A 41 years, female, black or african american, stage:Stage IA, alive, 1587 days 7793.0
TCGA-E2-A1L6-01A 44 years, female, white, stage:Stage IIA, alive, 1648 days 7790.3
TCGA-AO-A1KO-01A 46 years, female, white, stage:Stage IIB, alive, 622 days 7785.7
TCGA-LD-A7W6-01A 54 years, female, white, stage:Stage IIB, alive, 404 days 7781.3
TCGA-E9-A1R0-01A 58 years, female, white, stage:Stage IIA, alive, 860 days 7779.1
TCGA-E2-A105-01A 79 years, female, white, stage:Stage IIA, alive, 1308 days 7774.4
TCGA-E2-A15D-01A 47 years, female, white, stage:Stage IIA, alive, 526 days 7771.8
TCGA-E9-A1N4-01A 41 years, female, white, stage:Stage IIIA, alive, 1000 days 7731.0
TCGA-B6-A0RP-01A 73 years, female, white, stage:'--, dead, 3126 days 7725.6
TCGA-AC-A23G-01A 76 years, female, white, stage:Stage IIA, alive, 2248 days 7722.9
TCGA-AO-A12H-01A 69 years, female, black or african american, stage:Stage IIA, alive, 1234 days 7722.2
TCGA-BH-A0AW-01A 56 years, female, white, stage:Stage IIA, alive, 622 days 7714.9
TCGA-AR-A254-01A 50 years, female, white, stage:Stage IIIA, alive, 2605 days 7703.9
TCGA-AO-A0J9-01A 61 years, female, white, stage:Stage IIIC, alive, 1613 days 7701.4
TCGA-EW-A1P7-01A 59 years, female, white, stage:Stage IIA, alive, 915 days 7689.4
TCGA-A2-A25A-01A 44 years, female, white, stage:Stage IIA, alive, 3276 days 7684.5
TCGA-BH-A0DP-01A 60 years, female, white, stage:Stage IIB, alive, 476 days 7668.9
TCGA-A7-A26J-01A 49 years, female, white, stage:Stage IIA, alive, 627 days 7667.4
TCGA-BH-A0EA-01A 72 years, female, white, stage:Stage IIA, dead, 991 days 7659.1
TCGA-BH-A0EB-01A 69 years, female, white, stage:Stage IA, alive, 745 days 7647.1
TCGA-BH-A0DT-01A 41 years, female, white, stage:Stage IIA, alive, 2403 days 7631.8
TCGA-AR-A1AL-01A 60 years, female, white, stage:Stage IIIA, alive, 2971 days 7609.1
TCGA-EW-A423-01A 75 years, female, white, stage:Stage IIA, alive, 533 days 7601.6
TCGA-E2-A14U-01A 74 years, female, white, stage:Stage I, alive, 1318 days 7597.2
TCGA-E2-A1B0-01A 50 years, female, white, stage:Stage IIIA, alive, 1631 days 7564.8
TCGA-A2-A1G6-01A 50 years, female, white, stage:Stage IIIA, alive, 501 days 7561.1
TCGA-B6-A400-01A 43 years, female, black or african american, stage:Stage IIIA, alive, 215 days 7560.7
TCGA-BH-A28O-01A 50 years, female, white, stage:Stage IIIC, alive, 1120 days 7560.1
TCGA-BH-A18Q-01A 56 years, female, white, stage:Stage IIB, dead, 1692 days 7555.7
TCGA-A7-A4SE-01A 54 years, female, black or african american, stage:Stage IIA, alive, 644 days 7543.4
TCGA-AN-A0FL-01A 62 years, female, white, stage:Stage IIA, alive, 231 days 7539.9
TCGA-A8-A0AD-01A 83 years, female, stage:Stage I, alive, 1157 days 7534.7
TCGA-AR-A1AT-01A 62 years, female, white, stage:Stage IIA, dead, 1272 days 7507.3
TCGA-BH-A8FY-01A 87 years, female, white, stage:Stage IA, dead, 295 days 7505.8
TCGA-E2-A576-01A 69 years, female, black or african american, stage:Stage IA, alive, 1043 days 7484.0
TCGA-AC-A3YI-01A 74 years, female, white, stage:Stage IIIC, alive, 707 days 7479.7
TCGA-E2-A1B1-01A 45 years, female, white, stage:Stage IIB, alive, 2653 days 7465.3
TCGA-D8-A1X8-01A 62 years, female, white, stage:Stage IIIA, alive, 783 days 7448.3
TCGA-E2-A1B6-01A 44 years, female, white, stage:Stage IIA, alive, 867 days 7439.1
TCGA-AC-A5XS-01A 74 years, female, white, stage:Stage IIA, alive, 588 days 7437.3
TCGA-A7-A426-01A 50 years, female, white, stage:Stage IIIC, alive, 364 days 7426.5
TCGA-E2-A15L-01A 65 years, female, black or african american, stage:Stage IIA, alive, 626 days 7408.7
TCGA-BH-A0H9-01A 69 years, female, white, stage:Stage IIA, alive, 1247 days 7391.9
TCGA-BH-AB28-01A 53 years, female, white, stage:Stage IIIA, alive, 287 days 7389.7
TCGA-A2-A0CR-01A 54 years, female, asian, stage:Stage IIB, alive, 3283 days 7378.3
TCGA-B6-A40C-01A 51 years, female, white, stage:Stage IIB, alive, 2164 days 7376.0
TCGA-5L-AAT1-01A 63 years, female, white, stage:Stage IV, alive, 1471 days 7375.5
TCGA-AR-A5QP-01A 54 years, female, white, stage:Stage IIB, alive, 1185 days 7365.3
TCGA-A8-A07E-01A 81 years, female, stage:Stage X, alive, 608 days 7359.5
TCGA-AN-A0FX-01A 52 years, female, white, stage:Stage IIA, alive, 10 days 7353.8
TCGA-B6-A3ZX-01A 50 years, female, black or african american, stage:Stage IV, dead, 1152 days 7339.3
TCGA-C8-A137-01A 34 years, female, asian, stage:Stage IIB, alive, 379 days 7322.0
TCGA-AC-A3YJ-01A 66 years, female, white, stage:Stage IIA, alive, 754 days 7320.5
TCGA-AR-A24O-01A 43 years, female, white, stage:Stage IIIA, alive, 3607 days 7302.9
TCGA-E2-A14V-01A 53 years, female, white, stage:Stage IIB, alive, 1042 days 7293.0
TCGA-BH-A209-01A 77 years, female, black or african american, stage:Stage I, dead, 3959 days 7291.6
TCGA-A8-A095-01A 45 years, female, stage:Stage I, alive, 1277 days 7289.0
TCGA-GM-A2DL-01A 50 years, female, white, stage:Stage I, alive, 3519 days 7270.9
TCGA-E2-A1IK-01A 71 years, female, white, stage:Stage IIA, alive, 1800 days 7269.6
TCGA-BH-A203-01A 78 years, female, white, stage:Stage IIB, dead, 1174 days 7267.9
TCGA-HN-A2OB-01A 45 years, female, stage:Stage IIB, dead, 1900 days 7264.0
TCGA-AC-A3W7-01A 66 years, female, white, stage:Stage IIB, alive, 471 days 7240.4
TCGA-A8-A086-01A 59 years, female, stage:Stage IIA, alive, 396 days 7232.1
TCGA-D8-A1XK-01A 55 years, female, white, stage:Stage IIB, alive, 441 days 7229.2
TCGA-OL-A66H-01A 74 years, female, black or african american, stage:Stage IB, alive, 812 days 7226.4
TCGA-AR-A24T-01A 46 years, female, white, stage:Stage IIIC, alive, 3202 days 7218.4
TCGA-GM-A2DA-01A 46 years, female, white, stage:Stage IIB, dead, 6593 days 7213.8
TCGA-E9-A2JT-01A 63 years, female, white, stage:Stage IIA, alive, 288 days 7202.3
TCGA-E9-A1RA-01A 48 years, female, white, stage:Stage IA, alive, 1369 days 7199.4
TCGA-B6-A0X4-01A 62 years, female, white, stage:Stage IIB, dead, 860 days 7164.2
TCGA-E2-A1IF-01A 74 years, female, white, stage:Stage I, alive, 1138 days 7149.5
TCGA-AR-A24S-01A 61 years, female, white, stage:Stage I, alive, 2976 days 7148.6
TCGA-EW-A1PG-01A 53 years, female, white, stage:Stage IIB, alive, 1051 days 7147.8
TCGA-E2-A1LK-01A 84 years, female, black or african american, stage:Stage IIIC, dead, 266 days 7127.9
TCGA-C8-A1HL-01A 38 years, female, asian, stage:Stage IIIA, alive, 317 days 7119.5
TCGA-BH-A0DD-01A 58 years, male, white, stage:Stage IIB, alive, 2486 days 7115.7
TCGA-OL-A6VQ-01A 49 years, female, white, stage:Stage IIA, alive, 600 days 7113.9
TCGA-AN-A0XO-01A 59 years, female, white, stage:Stage IIIA, alive, 375 days 7112.6
TCGA-C8-A12Y-01A 44 years, female, asian, stage:Stage IIB, alive, 1476 days 7110.7
TCGA-AR-A2LJ-01A 40 years, female, white, stage:Stage IIIA, alive, 2632 days 7103.2
TCGA-AO-A0J3-01A 67 years, female, white, stage:Stage IIB, alive, 651 days 7092.5
TCGA-EW-A1IX-01A 48 years, female, asian, stage:Stage IIA, alive, 1208 days 7091.2
TCGA-E2-A15G-01A 76 years, female, white, stage:Stage IIA, alive, 554 days 7048.7
TCGA-D8-A147-01A 45 years, female, white, stage:'--, alive, 584 days 7028.7
TCGA-A7-A0DA-01A 62 years, female, white, stage:Stage IIA, alive, 1085 days 7010.8
TCGA-AQ-A1H3-01A 49 years, female, white, stage:Stage IIIC, alive, 989 days 7007.0
TCGA-E9-A1R2-01A 51 years, female, white, stage:Stage IIIC, alive, 1063 days 7006.5
TCGA-BH-A1FB-01A 60 years, female, white, stage:Stage IIB, dead, 3669 days 7003.3
TCGA-E9-A295-01A 71 years, female, white, stage:Stage IIA, alive, 375 days 7001.4
TCGA-A7-A13E-01A 62 years, female, white, stage:Stage IIB, dead, 614 days 7000.4
TCGA-EW-A1P3-01A 48 years, female, white, stage:Stage IIA, alive, 1611 days 6995.7
TCGA-BH-A0W4-01A 46 years, female, white, stage:Stage IIA, alive, 759 days 6990.3
TCGA-A7-A3IZ-01A 62 years, female, white, stage:Stage IIA, alive, 322 days 6983.7
TCGA-5T-A9QA-01A 52 years, female, black or african american, stage:Stage IIA, alive, 303 days 6972.3
TCGA-AR-A0TP-01A 43 years, female, white, stage:Stage IIA, alive, 4275 days 6972.1
TCGA-AC-A2FG-01A 79 years, female, white, stage:Stage IIB, alive, 1853 days 6958.0
TCGA-BH-A18F-01A 50 years, female, white, stage:Stage IIA, alive, 1001 days 6939.1
TCGA-D8-A1XG-01A 86 years, female, white, stage:Stage IIIB, alive, 448 days 6930.5
TCGA-AC-A2FB-01A 65 years, female, white, stage:Stage IIA, alive, 1234 days 6918.4
TCGA-A8-A0A4-01A 73 years, female, stage:Stage IIA, alive, 396 days 6917.7
TCGA-BH-A42T-01A 75 years, female, black or african american, stage:Stage IIA, dead, 320 days 6915.9
TCGA-B6-A0IP-01A 74 years, female, white, stage:Stage IA, dead, 3926 days 6908.6
TCGA-BH-A8G0-01A 54 years, female, white, stage:Stage IIB, alive, 662 days 6907.8
TCGA-BH-A0B4-01A 65 years, male, white, stage:Stage IIIA, alive, 1191 days 6907.8
TCGA-A2-A0EW-01A 53 years, female, white, stage:Stage IIIC, dead, 1884 days 6905.0
TCGA-S3-AA17-01A 64 years, female, black or african american, stage:Stage IIB, alive, 424 days 6899.2
TCGA-A2-A3XS-01A 62 years, female, black or african american, stage:Stage IIIA, dead, 1032 days 6892.1
TCGA-AC-A2FK-01A 45 years, female, white, stage:Stage IIIC, alive, 2650 days 6891.7
TCGA-AC-A3BB-01A 46 years, female, black or african american, stage:Stage IIIA, alive, 987 days 6868.6
TCGA-A1-A0SN-01A 50 years, female, white, stage:Stage IIA, alive, 1196 days 6867.4
TCGA-UU-A93S-01A 63 years, female, black or african american, stage:Stage IV, dead, 116 days 6843.8
TCGA-OL-A6VO-01A 43 years, female, black or african american, stage:Stage IA, alive, 858 days 6841.5
TCGA-E2-A3DX-01A 43 years, female, white, stage:Stage IIIC, alive, 1325 days 6830.6
TCGA-E2-A10F-01A 47 years, female, white, stage:Stage IIA, alive, 878 days 6830.4
TCGA-AR-A1AM-01A 52 years, female, white, stage:Stage IIIA, alive, 2991 days 6828.0
TCGA-E2-A10C-01A 54 years, female, white, stage:Stage IIB, alive, 1220 days 6825.0
TCGA-AR-A255-01A 62 years, female, white, stage:Stage I, alive, 2161 days 6820.6
TCGA-EW-A1J2-01A 50 years, female, black or african american, stage:'--, alive, 403 days 6809.2
TCGA-GM-A2DF-01A 53 years, female, black or african american, stage:Stage IIA, alive, 2155 days 6808.4
TCGA-A2-A0YK-01A 61 years, female, white, stage:Stage IIA, alive, 588 days 6805.5
TCGA-E2-A1IG-01A 45 years, female, white, stage:Stage IIB, alive, 2140 days 6793.5
TCGA-B6-A0RT-01A 39 years, female, white, stage:Stage IIIA, alive, 2721 days 6787.6
TCGA-OL-A5RY-01A 52 years, female, black or african american, stage:Stage IIA, alive, 752 days 6770.7
TCGA-AN-A0FK-01A 88 years, female, white, stage:Stage IIIB, alive, 213 days 6768.3
TCGA-AO-A0J5-01A 48 years, female, white, stage:Stage IV, dead, 792 days 6735.5
TCGA-BH-A0B6-01A 47 years, female, white, stage:Stage I, alive, 2483 days 6734.0
TCGA-AO-A03R-01A 57 years, female, white, stage:Stage IIB, alive, 2091 days 6708.8
TCGA-BH-A18P-01A 60 years, female, white, stage:Stage I, dead, 921 days 6688.0
TCGA-D8-A141-01A 40 years, female, white, stage:'--, alive, 626 days 6674.6
TCGA-E2-A1LS-01A 46 years, female, white, stage:Stage IA, alive, 1604 days 6663.2
TCGA-GM-A3NY-01A 72 years, female, white, stage:Stage IIB, alive, 1162 days 6661.4
TCGA-BH-A0DK-01A 49 years, female, white, stage:Stage IIA, alive, 423 days 6657.9
TCGA-D8-A1XR-01A 56 years, female, white, stage:Stage IIB, alive, 482 days 6653.7
TCGA-LL-A6FQ-01A 77 years, female, black or african american, stage:Stage IIIA, alive, 80 days 6649.7
TCGA-AR-A1AU-01A 39 years, female, white, stage:Stage IIIA, alive, 2868 days 6648.8
TCGA-AR-A2LN-01A 65 years, female, white, stage:Stage IIA, alive, 1161 days 6647.5
TCGA-A2-A0SX-01A 48 years, female, white, stage:Stage IA, alive, 1534 days 6646.1
TCGA-BH-A0EI-01A 51 years, female, white, stage:Stage IIA, alive, 1926 days 6639.9
TCGA-E2-A153-01A 51 years, female, white, stage:Stage IIB, alive, 707 days 6639.8
TCGA-A2-A04N-01A 66 years, female, white, stage:Stage IA, alive, 4354 days 6626.6
TCGA-B6-A0IJ-01A 42 years, female, black or african american, stage:Stage IIB, alive, 7106 days 6625.1
TCGA-C8-A273-01A 29 years, female, asian, stage:Stage IIB, alive, 513 days 6623.8
TCGA-E9-A1NH-01A 71 years, female, white, stage:Stage IIB, alive, 576 days 6623.4
TCGA-E9-A6HE-01A 45 years, female, white, stage:Stage IIIC, alive, 847 days 6618.7
TCGA-E9-A1RF-01A 68 years, female, white, stage:Stage IIIA, alive, 200 days 6610.5
TCGA-B6-A0WZ-01A 50 years, female, black or african american, stage:Stage II, alive, 6292 days 6607.2
TCGA-E2-A156-01A 61 years, female, white, stage:Stage I, alive, 726 days 6602.2
TCGA-BH-A0HW-01A 62 years, female, asian, stage:Stage IA, alive, 1561 days 6596.3
TCGA-A8-A0AB-01A 54 years, female, stage:Stage IIA, alive, 518 days 6593.9
TCGA-AR-A256-01A 45 years, female, white, stage:Stage IIA, dead, 2854 days 6589.2
TCGA-D8-A1XB-01A 62 years, female, white, stage:Stage IIB, alive, 552 days 6576.9
TCGA-AN-A0FT-01A 63 years, female, white, stage:Stage IIB, alive, 214 days 6574.8
TCGA-OL-A5RV-01A 43 years, female, black or african american, stage:Stage IIIC, alive, 1062 days 6550.9
TCGA-AO-A03V-01A 41 years, female, white, stage:Stage I, alive, 1351 days 6543.8
TCGA-D8-A1Y2-01A 71 years, female, white, stage:Stage IIA, alive, 433 days 6537.6
TCGA-B6-A0IH-01A 81 years, female, white, stage:Stage IIIA, dead, 2965 days 6522.6
TCGA-D8-A1Y0-01A 65 years, female, white, stage:Stage IIIA, alive, 472 days 6521.7
TCGA-BH-A0H5-01A 45 years, female, white, stage:Stage I, alive, 1620 days 6508.6
TCGA-A2-A4RX-01A 67 years, female, black or african american, stage:Stage IIA, alive, 742 days 6497.4
TCGA-A2-A0D2-01A 45 years, female, white, stage:Stage IIA, alive, 1027 days 6484.2
TCGA-A8-A07C-01A 57 years, female, stage:Stage IIA, alive, 1034 days 6461.8
TCGA-A2-A04X-01A 34 years, female, white, stage:Stage IIA, alive, 1686 days 6458.8
TCGA-D8-A1JJ-01A 54 years, female, white, stage:Stage IIA, alive, 611 days 6455.6
TCGA-AN-A0FY-01A 55 years, female, white, stage:Stage IA, alive, 10 days 6452.1
TCGA-A8-A09X-01A 62 years, female, stage:Stage IIIC, dead, 426 days 6434.2
TCGA-BH-A0BF-01A 56 years, female, white, stage:Stage IIB, dead, 1324 days 6431.6
TCGA-A2-A0EO-01A 54 years, female, white, stage:Stage IA, alive, 2442 days 6425.7
TCGA-D8-A1XJ-01A 76 years, female, white, stage:Stage IIIA, alive, 664 days 6424.8
TCGA-3C-AALK-01A 52 years, female, black or african american, stage:Stage IA, alive, 1448 days 6423.8
TCGA-D8-A1JI-01A 54 years, female, white, stage:Stage IIA, alive, 577 days 6415.9
TCGA-BH-A1EV-01A 45 years, female, white, stage:Stage IIIA, dead, 365 days 6409.5
TCGA-EW-A1P4-01A 43 years, female, white, stage:Stage IIA, alive, 907 days 6385.2
TCGA-OL-A66N-01A 59 years, female, white, stage:Stage IIIC, alive, 792 days 6367.6
TCGA-BH-A18M-01A 39 years, female, white, stage:Stage IIIA, dead, 2207 days 6366.1
TCGA-E2-A14Y-01A 35 years, female, white, stage:Stage IIA, alive, 2109 days 6357.7
TCGA-4H-AAAK-01A 50 years, female, white, stage:Stage IIIA, alive, 348 days 6356.0
TCGA-D8-A73X-01A 53 years, female, white, stage:Stage IIA, alive, 767 days 6352.9
TCGA-AO-A0J6-01A 61 years, female, white, stage:Stage IIA, alive, 1140 days 6344.0
TCGA-B6-A0X1-01A 48 years, female, white, stage:'--, dead, 7455 days 6332.6
TCGA-D8-A1XZ-01A 81 years, female, white, stage:Stage IIIA, alive, 466 days 6332.5
TCGA-D8-A27P-01A 64 years, female, white, stage:Stage IA, alive, 49 days 6332.3
TCGA-BH-A208-01A 48 years, female, white, stage:Stage IIB, dead, 1759 days 6331.7
TCGA-A2-A0YD-01A 63 years, female, white, stage:Stage IIB, alive, 769 days 6331.2
TCGA-AO-A0JJ-01A 54 years, female, white, stage:Stage IIB, alive, 1887 days 6315.6
TCGA-A8-A08Z-01A 76 years, female, stage:'--, alive, 1217 days 6315.1
TCGA-XX-A89A-01A 68 years, female, white, stage:Stage IIB, alive, 488 days 6312.8
TCGA-AC-A8OP-01A 72 years, female, black or african american, stage:Stage IA, alive, 614 days 6309.3
TCGA-A7-A26H-01A 72 years, female, white, stage:Stage IIA, alive, 724 days 6307.5
TCGA-E2-A1IJ-01A 57 years, female, white, stage:Stage I, alive, 865 days 6307.4
TCGA-E2-A1LE-01A 71 years, female, white, stage:Stage IIIC, dead, 879 days 6255.9
TCGA-AN-A0XV-01A 67 years, female, white, stage:Stage IIIA, alive, 162 days 6255.8
TCGA-E2-A15E-01A 40 years, female, white, stage:Stage IIA, alive, 630 days 6248.7
TCGA-GM-A3XL-01A 49 years, female, black or african american, stage:Stage IIA, alive, 2108 days 6246.8
TCGA-BH-A0HL-01A 56 years, female, white, stage:Stage IIB, alive, 72 days 6246.4
TCGA-AR-A2LM-01A 49 years, female, white, stage:Stage II, alive, 1935 days 6244.3
TCGA-A2-A3KC-01A 55 years, female, black or african american, stage:Stage IIB, alive, 1102 days 6240.5
TCGA-D8-A1XW-01A 53 years, female, white, stage:Stage IIA, alive, 1309 days 6233.0
TCGA-A2-A4RW-01A 49 years, female, white, stage:Stage IIIC, alive, 222 days 6227.9
TCGA-C8-A12X-01A 62 years, female, asian, stage:Stage IIB, alive, 385 days 6221.1
TCGA-LL-A50Y-01A 84 years, female, white, stage:Stage IIA, alive, 762 days 6217.7
TCGA-D8-A27K-01A 47 years, female, white, stage:Stage IIB, alive, 1461 days 6211.5
TCGA-A7-A26E-01A 71 years, female, white, stage:Stage IIIA, alive, 954 days 6187.4
TCGA-LL-A7T0-01A 70 years, female, black or african american, stage:Stage IIB, alive, 376 days 6187.0
TCGA-PE-A5DE-01A 41 years, female, white, stage:Stage IIA, alive, 2645 days 6184.7
TCGA-Z7-A8R6-01A 46 years, female, white, stage:Stage I, alive, 3256 days 6174.0
TCGA-D8-A1JB-01A 54 years, female, white, stage:Stage IIB, alive, 1688 days 6162.7
TCGA-B6-A0RS-01A 38 years, female, white, stage:Stage IIA, dead, 3063 days 6156.0
TCGA-V7-A7HQ-01A 75 years, female, black or african american, stage:Stage IIIA, alive, 2033 days 6143.1
TCGA-BH-A0H7-01A 65 years, female, white, stage:Stage IIIA, alive, 702 days 6140.6
TCGA-E9-A1QZ-01A 61 years, female, white, stage:Stage IIA, alive, 755 days 6139.9
TCGA-LD-A74U-01A 79 years, female, white, stage:Stage IIIC, alive, 402 days 6137.1
TCGA-D8-A27N-01A 36 years, female, white, stage:Stage IIIA, alive, 519 days 6099.0
TCGA-WT-AB44-01A 77 years, female, white, stage:Stage IA, alive, 883 days 6098.8
TCGA-BH-A1FE-01A 31 years, female, white, stage:Stage IIB, dead, 2273 days 6098.0
TCGA-GM-A2DO-01A 54 years, female, black or african american, stage:Stage I, alive, 2596 days 6096.8
TCGA-AR-A1AS-01A 54 years, female, asian, stage:Stage IIB, alive, 1150 days 6093.8
TCGA-C8-A134-01A 52 years, female, asian, stage:Stage IIA, alive, 383 days 6089.4
TCGA-D8-A1JN-01A 80 years, female, white, stage:Stage IIIC, alive, 620 days 6083.3
TCGA-C8-A132-01A 56 years, female, asian, stage:Stage IIB, alive, 383 days 6071.3
TCGA-BH-A1FD-01A 68 years, female, white, stage:Stage I, dead, 1009 days 6069.7
TCGA-3C-AAAU-01A 55 years, female, white, stage:Stage X, alive, 4047 days 6056.6
TCGA-AN-A0FJ-01A 59 years, female, white, stage:Stage IV, alive, 242 days 6046.0
TCGA-GM-A2DN-01A 58 years, female, white, stage:Stage IIA, alive, 3091 days 6043.5
TCGA-AN-A0AM-01A 56 years, female, white, stage:Stage IIA, alive, 5 days 6035.3
TCGA-BH-A0DV-01A 54 years, female, white, stage:Stage IIIA, alive, 2064 days 6018.6
TCGA-E9-A1ND-01A 75 years, female, white, stage:Stage IIB, alive, 1266 days 6013.0
TCGA-BH-A0H0-01A 69 years, female, white, stage:Stage IA, alive, 461 days 5994.1
TCGA-AC-A2B8-01A 84 years, female, white, stage:Stage IIB, alive, 677 days 5981.0
TCGA-D8-A1XS-01A 48 years, male, white, stage:Stage IIIC, alive, 496 days 5974.3
TCGA-LL-A5YL-01A 64 years, female, white, stage:Stage IIB, alive, 519 days 5973.7
TCGA-A2-A0CO-01A 85 years, female, white, stage:Stage IIB, dead, 1468 days 5961.8
TCGA-LL-A73Z-01A 55 years, female, black or african american, stage:Stage IV, dead, 227 days 5959.7
TCGA-BH-A0DI-01A 63 years, female, white, stage:Stage IIB, alive, 912 days 5953.7
TCGA-C8-A1HK-01A 53 years, female, asian, stage:Stage IIB, alive, 366 days 5951.3
TCGA-BH-A18S-01A 79 years, female, white, stage:Stage I, dead, 2009 days 5945.3
TCGA-A8-A076-01A 66 years, female, stage:Stage IIA, alive, 1642 days 5945.1
TCGA-A2-A0EP-01A 56 years, female, white, stage:Stage I, alive, 3603 days 5943.6
TCGA-A2-A0ER-01A 63 years, female, white, stage:Stage IB, alive, 2263 days 5929.9
TCGA-AN-A0XR-01A 55 years, female, white, stage:Stage IIIA, alive, 10 days 5929.1
TCGA-A2-A0CX-01A 52 years, female, white, stage:Stage IIA, alive, 1728 days 5928.4
TCGA-A2-A0ET-01A 58 years, female, white, stage:Stage IIIA, alive, 1066 days 5924.5
TCGA-AC-A8OQ-01A 72 years, female, black or african american, stage:Stage IIB, alive, 34 days 5920.8
TCGA-BH-A18V-01A 48 years, female, white, stage:Stage IIB, dead, 1556 days 5907.7
TCGA-E2-A15H-01A 38 years, female, white, stage:Stage IIA, alive, 393 days 5901.3
TCGA-AR-A1AX-01A 64 years, female, white, stage:Stage I, alive, 2629 days 5886.1
TCGA-E9-A227-01A 42 years, female, white, stage:Stage IIB, alive, 975 days 5878.3
TCGA-A8-A07S-01A 73 years, female, stage:Stage IIA, alive, 243 days 5874.0
TCGA-AC-A3TN-01A 75 years, female, white, stage:Stage IIB, alive, 456 days 5859.2
TCGA-A8-A06Q-01A 63 years, female, stage:Stage IIIA, alive, 31 days 5856.9
TCGA-AC-A5XU-01A 74 years, female, black or african american, stage:Stage IIB, alive, 455 days 5851.8
TCGA-AR-A1AV-01A 68 years, male, white, stage:Stage IIB, alive, 1864 days 5848.7
TCGA-AQ-A7U7-01A 55 years, female, white, stage:Stage IIIA, dead, 584 days 5847.4
TCGA-AC-A2FE-01A 62 years, female, white, stage:Stage IIIC, dead, 2636 days 5846.8
TCGA-GM-A3NW-01A 63 years, female, white, stage:Stage IIA, alive, 3361 days 5839.6
TCGA-AN-A0FN-01A 61 years, female, white, stage:Stage IA, alive, 218 days 5837.8
TCGA-A7-A13F-01A 44 years, female, white, stage:Stage IIIA, alive, 765 days 5835.3
TCGA-BH-A0DQ-01A 42 years, female, white, stage:Stage IIB, alive, 98 days 5823.8
TCGA-BH-A0BZ-01A 59 years, female, white, stage:Stage IIIA, alive, 2255 days 5817.6
TCGA-A2-A0CW-01A 67 years, female, white, stage:Stage IIB, alive, 3283 days 5812.8
TCGA-E2-A1AZ-01A 63 years, female, white, stage:Stage IIB, alive, 2329 days 5796.8
TCGA-OK-A5Q2-01A 59 years, female, stage:Stage II, alive, 64 days 5793.2
TCGA-A1-A0SD-01A 59 years, female, white, stage:Stage IIA, alive, 437 days 5792.2
TCGA-A8-A06X-01A 77 years, female, stage:Stage IIB, dead, 943 days 5791.4
TCGA-E2-A1L9-01A 40 years, female, white, stage:Stage IIA, alive, 598 days 5772.7
TCGA-A8-A07B-01A 69 years, female, stage:Stage IIA, alive, 1308 days 5747.9
TCGA-A8-A06P-01A 63 years, female, stage:Stage IIIA, alive, 396 days 5742.4
TCGA-LL-A9Q3-01A 69 years, female, white, stage:Stage IIIC, alive, 532 days 5742.2
TCGA-E9-A1N3-01A 70 years, female, white, stage:Stage IIIA, alive, 1059 days 5742.1
TCGA-D8-A1JD-01A 41 years, female, white, stage:Stage IIB, alive, 552 days 5732.3
TCGA-E2-A14P-01A 79 years, female, white, stage:Stage IIIC, alive, 1246 days 5732.3
TCGA-AR-A0TS-01A 46 years, female, white, stage:Stage IIB, alive, 2558 days 5728.3
TCGA-A2-A25C-01A 50 years, female, white, stage:Stage IIB, alive, 523 days 5725.9
TCGA-BH-A0BR-01A 59 years, female, white, stage:Stage I, alive, 2330 days 5720.4
TCGA-C8-A8HR-01A 49 years, female, asian, stage:Stage IIIA, alive, 408 days 5703.8
TCGA-AR-A2LK-01A 62 years, female, white, stage:Stage III, dead, 1649 days 5697.8
TCGA-S3-AA14-01A 47 years, female, black or african american, stage:Stage I, alive, 529 days 5693.8
TCGA-AC-A2QJ-01A 48 years, female, white, stage:Stage IIIB, dead, 446 days 5689.7
TCGA-A2-A3XZ-01A 46 years, female, black or african american, stage:Stage I, alive, 1532 days 5682.4
TCGA-BH-A0E1-01A 52 years, female, white, stage:Stage IIB, alive, 477 days 5679.9
TCGA-E9-A1R5-01A 63 years, female, white, stage:Stage IA, alive, 92 days 5679.5
TCGA-AR-A5QQ-01A 68 years, female, white, stage:Stage IIIA, dead, 322 days 5678.8
TCGA-E2-A572-01A 72 years, female, black or african american, stage:Stage IIIA, alive, 1208 days 5675.7
TCGA-A8-A09N-01A 57 years, female, stage:Stage IIIC, alive, 31 days 5666.7
TCGA-A7-A3RF-01A 79 years, female, white, stage:Stage IIA, alive, 408 days 5658.1
TCGA-D8-A1JU-01A 51 years, female, white, stage:Stage IA, alive, 447 days 5654.4
TCGA-LL-A5YM-01A 88 years, female, black or african american, stage:Stage IIIB, alive, 394 days 5654.0
TCGA-C8-A26W-01A 58 years, female, asian, stage:Stage IIB, alive, 381 days 5651.2
TCGA-BH-A0BO-01A 54 years, female, white, stage:Stage I, alive, 2197 days 5650.9
TCGA-GM-A2DH-01A 58 years, female, white, stage:Stage I, alive, 2193 days 5649.5
TCGA-BH-A0HX-01A 54 years, female, white, stage:Stage IIB, alive, 829 days 5649.5
TCGA-AO-A0JM-01A 40 years, female, stage:Stage IIB, alive, 2184 days 5644.3
TCGA-D8-A27G-01A 75 years, female, white, stage:Stage IIA, alive, 409 days 5641.0
TCGA-A2-A0YI-01A 62 years, female, white, stage:Stage I, alive, 1505 days 5639.1
TCGA-AN-A0XW-01A 36 years, female, white, stage:Stage IIIA, alive, 170 days 5631.3
TCGA-LL-A441-01A 62 years, female, black or african american, stage:Stage IA, alive, 996 days 5627.0
TCGA-A8-A08A-01A 89 years, female, stage:Stage I, alive, 30 days 5626.6
TCGA-D8-A1JM-01A 59 years, female, white, stage:Stage IIB, alive, 590 days 5626.1
TCGA-BH-A201-01A 64 years, female, white, stage:Stage IA, alive, 856 days 5623.9
TCGA-AR-A24M-01A 38 years, female, white, stage:Stage IIIA, alive, 3660 days 5620.6
TCGA-AR-A24H-01A 65 years, female, white, stage:Stage IIA, alive, 4894 days 5618.4
TCGA-BH-A0AZ-01A 47 years, female, white, stage:Stage IIIA, alive, 1919 days 5617.6
TCGA-A7-A0CE-01A 57 years, female, white, stage:Stage IIA, alive, 1074 days 5616.0
TCGA-A2-A3XX-01A 49 years, female, black or african american, stage:Stage IIA, dead, 1439 days 5615.9
TCGA-B6-A0IB-01A 64 years, female, white, stage:Stage IV, dead, 3941 days 5611.5
TCGA-D8-A1XQ-01A 69 years, female, white, stage:Stage IIA, alive, 499 days 5610.4
TCGA-S3-A6ZG-01A 71 years, female, black or african american, stage:Stage IIB, alive, 562 days 5609.8
TCGA-E2-A15M-01A 66 years, female, white, stage:Stage IIA, dead, 336 days 5608.8
TCGA-B6-A0RL-01A 60 years, female, black or african american, stage:Stage IIA, dead, 2469 days 5591.9
TCGA-E2-A1IE-01A 61 years, female, white, stage:Stage IIB, alive, 2362 days 5590.6
TCGA-BH-A0W5-01A 77 years, female, white, stage:Stage IIA, alive, 1288 days 5589.4
TCGA-D8-A142-01A 74 years, female, white, stage:Stage IIB, alive, 425 days 5583.5
TCGA-E9-A1N5-01A 45 years, female, white, stage:Stage IIB, alive, 1120 days 5574.9
TCGA-A8-A09D-01A 47 years, female, stage:Stage IIB, alive, 1522 days 5573.9
TCGA-D8-A1XD-01A 36 years, female, white, stage:Stage IIIA, alive, 522 days 5570.0
TCGA-D8-A1XF-01A 45 years, female, white, stage:Stage IIA, alive, 463 days 5565.2
TCGA-A2-A1G0-01A 49 years, female, white, stage:Stage IIB, alive, 616 days 5558.0
TCGA-B6-A40B-01A 76 years, female, white, stage:Stage I, alive, 3152 days 5542.3
TCGA-A2-A1FW-01A 62 years, female, white, stage:Stage IIIA, alive, 528 days 5539.5
TCGA-A2-A0YC-01A 59 years, female, white, stage:Stage IIB, alive, 990 days 5536.2
TCGA-A7-A26G-01A 50 years, female, black or african american, stage:Stage IIA, alive, 722 days 5530.5
TCGA-D8-A27I-01A 58 years, female, white, stage:Stage IIIA, alive, 439 days 5520.9
TCGA-BH-A1EU-01A 83 years, female, white, stage:Stage I, dead, 1286 days 5518.7
TCGA-D8-A145-01A 80 years, female, white, stage:Stage IIA, alive, 410 days 5510.6
TCGA-AC-A62V-01A 58 years, male, black or african american, stage:Stage IV, dead, 348 days 5491.4
TCGA-BH-A5IZ-01A 51 years, female, black or african american, stage:Stage IIB, alive, 567 days 5491.4
TCGA-AR-A0U0-01A 73 years, female, white, stage:Stage IIB, alive, 1988 days 5490.2
TCGA-AO-A1KQ-01A 84 years, male, white, stage:Stage IIIB, alive, 1882 days 5487.3
TCGA-EW-A2FW-01A 52 years, female, white, stage:Stage IIA, alive, 672 days 5487.1
TCGA-OL-A5D8-01A 40 years, female, black or african american, stage:Stage IIB, alive, 973 days 5486.8
TCGA-AO-A0JG-01A 49 years, female, white, stage:Stage IIIA, alive, 798 days 5484.2
TCGA-OL-A66L-01A 71 years, female, black or african american, stage:Stage IA, alive, 1301 days 5481.0
TCGA-D8-A1JP-01A 73 years, female, white, stage:Stage IA, alive, 639 days 5471.6
TCGA-A7-A0CH-01A 79 years, female, white, stage:Stage IIA, alive, 1079 days 5468.6
TCGA-B6-A0IM-01A 75 years, female, black or african american, stage:Stage IIB, dead, 3873 days 5464.8
TCGA-D8-A27R-01A 41 years, female, white, stage:Stage IIIC, alive, 307 days 5463.3
TCGA-LL-A5YO-01A 50 years, female, black or african american, stage:Stage IA, alive, 440 days 5456.7
TCGA-E9-A1RI-01A 43 years, female, white, stage:Stage IIIA, alive, 1449 days 5449.5
TCGA-BH-A0WA-01A 82 years, female, white, stage:Stage I, alive, 701 days 5444.3
TCGA-AR-A2LH-01A 55 years, female, white, stage:Stage III, dead, 616 days 5444.2
TCGA-A2-A0YE-01A 48 years, female, white, stage:Stage IIB, alive, 554 days 5433.4
TCGA-AR-A0U4-01A 54 years, female, white, stage:Stage IIA, alive, 3261 days 5430.5
TCGA-A2-A0T4-01A 62 years, female, white, stage:Stage IIA, alive, 624 days 5427.2
TCGA-AO-A03O-01A 69 years, female, black or african american, stage:Stage IIA, dead, 2483 days 5422.0
TCGA-A2-A0T7-01A 51 years, female, white, stage:Stage IIA, alive, 631 days 5413.9
TCGA-D8-A4Z1-01A 68 years, female, white, stage:Stage IA, alive, 659 days 5412.9
TCGA-EW-A2FR-01A 59 years, female, black or african american, stage:Stage IIIC, alive, 1673 days 5410.6
TCGA-AR-A1AJ-01A 83 years, female, white, stage:Stage I, alive, 2383 days 5409.1
TCGA-A1-A0SG-01A 61 years, female, white, stage:Stage IIB, alive, 434 days 5407.1
TCGA-D8-A27E-01A 66 years, female, white, stage:Stage IA, alive, 530 days 5406.4
TCGA-BH-A0B0-01A 56 years, female, black or african american, stage:Stage I, alive, 2477 days 5404.9
TCGA-AQ-A04J-01A 45 years, female, white, stage:Stage IIA, alive, 819 days 5402.7
TCGA-E2-A2P6-01A 77 years, female, stage:Stage IIB, alive, 1051 days 5399.8
TCGA-AR-A2LL-01A 70 years, female, white, stage:Stage IIB, alive, 2012 days 5396.8
TCGA-A8-A08O-01A 45 years, female, stage:Stage IV, alive, 943 days 5393.3
TCGA-AR-A24Q-01A 49 years, female, white, stage:Stage IIB, alive, 3172 days 5386.1
TCGA-E2-A150-01A 48 years, female, white, stage:Stage IIA, alive, 1935 days 5381.7
TCGA-AR-A251-01A 51 years, female, white, stage:Stage IIIA, alive, 3030 days 5376.8
TCGA-GM-A2DD-01A 53 years, female, white, stage:Stage I, alive, 2282 days 5374.5
TCGA-EW-A6SC-01A 60 years, female, black or african american, stage:Stage IIA, alive, 952 days 5370.9
TCGA-GM-A4E0-01A 67 years, female, white, stage:Stage IIIC, alive, 2191 days 5361.0
TCGA-E2-A15I-01A 44 years, female, white, stage:Stage IIA, alive, 1692 days 5357.4
TCGA-AC-A2FO-01A 65 years, female, white, stage:Stage IIB, alive, 2255 days 5357.2
TCGA-AN-A041-01A 29 years, female, white, stage:Stage IIB, alive, 7 days 5353.9
TCGA-E2-A1LB-01A 41 years, female, black or african american, stage:Stage IIB, alive, 2306 days 5352.2
TCGA-E2-A573-01A 48 years, female, black or african american, stage:Stage IA, alive, 1062 days 5348.9
TCGA-AR-A0TZ-01A 43 years, female, white, stage:'--, dead, 3262 days 5346.6
TCGA-BH-A0C3-01A 47 years, female, white, stage:Stage I, alive, 2709 days 5345.6
TCGA-C8-A131-01A 82 years, female, asian, stage:Stage IIIA, alive, 411 days 5328.4
TCGA-BH-A0BA-01A 51 years, female, white, stage:Stage IIIC, alive, 1132 days 5318.2
TCGA-S3-AA11-01A 67 years, female, black or african american, stage:Stage IIA, alive, 421 days 5305.8
TCGA-AO-A1KT-01A 78 years, female, white, stage:Stage IIA, alive, 541 days 5302.4
TCGA-3C-AALJ-01A 62 years, female, black or african american, stage:Stage IIB, alive, 1474 days 5298.7
TCGA-B6-A0RI-01A 44 years, female, white, stage:Stage IIIB, alive, 7126 days 5298.2
TCGA-B6-A2IU-01A 62 years, female, white, stage:Stage IIA, alive, 5176 days 5295.8
TCGA-E2-A56Z-01A 69 years, female, black or african american, stage:Stage IIB, alive, 252 days 5293.5
TCGA-BH-A18J-01A 56 years, female, white, stage:Stage IV, dead, 612 days 5286.0
TCGA-A2-A0EU-01A 79 years, female, white, stage:Stage IA, alive, 1043 days 5273.1
TCGA-E2-A15T-01A 65 years, female, white, stage:Stage IIA, alive, 1563 days 5270.1
TCGA-A2-A0CS-01A 73 years, female, white, stage:Stage IV, dead, 2348 days 5239.5
TCGA-E9-A22E-01A 56 years, female, white, stage:Stage IIIA, alive, 1269 days 5236.5
TCGA-LL-A6FR-01A 50 years, female, black or african american, stage:Stage IIA, alive, 489 days 5235.1
TCGA-C8-A130-01A 52 years, female, asian, stage:Stage IIIA, alive, 370 days 5225.7
TCGA-EW-A1OX-01A 43 years, female, white, stage:Stage IIA, alive, 911 days 5221.0
TCGA-D8-A1Y1-01A 80 years, female, white, stage:Stage IIIA, dead, 302 days 5209.0
TCGA-AO-A0JI-01A 56 years, female, white, stage:Stage IIA, alive, 1528 days 5204.7
TCGA-E9-A54X-01A 85 years, female, white, stage:Stage IA, alive, 727 days 5198.1
TCGA-OL-A66J-01A 80 years, female, white, stage:Stage I, alive, 1996 days 5197.3
TCGA-E2-A14Q-01A 50 years, female, white, stage:Stage IIB, alive, 1163 days 5195.1
TCGA-AN-A0XU-01A 54 years, female, white, stage:Stage IIA, alive, 10 days 5184.2
TCGA-BH-A0BD-01A 47 years, female, white, stage:Stage IIA, alive, 554 days 5183.0
TCGA-EW-A1P1-01A 68 years, female, white, stage:Stage IIIC, alive, 1210 days 5176.4
TCGA-AC-A8OS-01A 71 years, female, white, stage:Stage IIA, alive, 70 days 5175.7
TCGA-AC-A6IV-01A 47 years, female, white, stage:Stage IIB, alive, 568 days 5174.4
TCGA-A8-A09E-01A 73 years, female, stage:Stage IIIB, alive, 1492 days 5171.5
TCGA-D8-A27L-01A 49 years, female, white, stage:Stage IIIA, alive, 499 days 5171.2
TCGA-C8-A138-01A 54 years, female, asian, stage:Stage IIIA, alive, 380 days 5159.8
TCGA-E2-A14T-01A 52 years, female, white, stage:Stage IIA, alive, 2311 days 5150.3
TCGA-A1-A0SJ-01A 39 years, female, black or african american, stage:Stage IIIA, alive, 416 days 5143.2
TCGA-C8-A12V-01A 55 years, female, asian, stage:Stage IIA, alive, 385 days 5140.3
TCGA-B6-A1KN-01A 57 years, female, white, stage:Stage IIIB, alive, 4233 days 5138.9
TCGA-A2-A04R-01A 36 years, female, black or african american, stage:Stage IA, alive, 3709 days 5125.9
TCGA-E2-A109-01A 64 years, female, white, stage:Stage IIA, alive, 1417 days 5124.8
TCGA-AO-A12E-01A 51 years, female, white, stage:Stage IIB, alive, 2142 days 5121.8
TCGA-BH-A1FR-01A 73 years, female, white, stage:Stage IIIB, dead, 1642 days 5119.2
TCGA-A8-A09I-01A 84 years, female, stage:Stage IIA, alive, 1371 days 5112.1
TCGA-PL-A8LX-01A 35 years, female, black or african american, stage:Stage IV, alive, 5 days 5110.9
TCGA-E2-A1IU-01A 60 years, female, white, stage:Stage IA, alive, 337 days 5099.3
TCGA-EW-A1PB-01A 70 years, female, black or african american, stage:Stage IIIA, alive, 608 days 5097.1
TCGA-AQ-A0Y5-01A 70 years, female, white, stage:Stage IIIA, dead, 172 days 5096.6
TCGA-BH-A0H6-01A 82 years, female, white, stage:Stage I, alive, 747 days 5091.7
TCGA-E9-A229-01A 37 years, female, white, stage:Stage IA, alive, 1148 days 5086.4
TCGA-AN-A0XL-01A 61 years, female, white, stage:Stage IIA, alive, 163 days 5082.4
TCGA-AN-A03X-01A 74 years, female, white, stage:Stage IIA, alive, 10 days 5065.9
TCGA-S3-AA12-01A 82 years, female, black or african american, stage:Stage IIIA, alive, 574 days 5064.8
TCGA-A2-A25B-01A 39 years, female, black or african american, stage:Stage IIB, alive, 1291 days 5063.6
TCGA-AC-A62Y-01A 79 years, female, white, stage:Stage IIB, alive, 530 days 5063.2
TCGA-AR-A0TX-01A 64 years, female, stage:Stage IIA, alive, 1972 days 5062.7
TCGA-AC-A6IX-01A 49 years, female, white, stage:Stage IIIC, alive, 373 days 5055.9
TCGA-E2-A570-01A 47 years, female, black or african american, stage:Stage IB, alive, 931 days 5055.8
TCGA-AR-A24P-01A 47 years, female, white, stage:Stage I, alive, 84 days 5046.4
TCGA-E9-A247-01A 59 years, female, white, stage:Stage IA, alive, 1186 days 5045.2
TCGA-A7-A6VV-01A 51 years, female, black or african american, stage:Stage IIA, alive, 313 days 5042.0
TCGA-A1-A0SH-01A 39 years, female, white, stage:Stage IIA, alive, 1437 days 5040.0
TCGA-A8-A07L-01A 58 years, female, stage:Stage IIIA, alive, 975 days 5003.7
TCGA-AN-A0XP-01A 69 years, female, white, stage:Stage IIIA, alive, 9 days 4991.7
TCGA-B6-A0WT-01A 61 years, female, white, stage:Stage IIB, alive, 5739 days 4983.7
TCGA-E2-A15O-01A 89 years, female, black or african american, stage:Stage I, alive, 289 days 4983.2
TCGA-A8-A09M-01A 75 years, female, stage:Stage IIIC, alive, 1006 days 4981.7
TCGA-A2-A04Q-01A 48 years, female, white, stage:Stage IA, alive, 2385 days 4974.6
TCGA-C8-A1HN-01A 56 years, female, asian, stage:Stage IIA, alive, 394 days 4967.0
TCGA-E2-A14N-01A 37 years, female, white, stage:Stage IIB, alive, 1434 days 4965.8
TCGA-BH-A18H-01A 63 years, female, white, stage:Stage IA, alive, 652 days 4964.6
TCGA-A8-A09V-01A 51 years, female, stage:Stage IIA, alive, 457 days 4964.6
TCGA-A7-A2KD-01A 53 years, female, black or african american, stage:Stage IIIA, alive, 679 days 4963.2
TCGA-BH-A1FJ-01A 66 years, female, white, stage:Stage IIIA, dead, 1927 days 4961.9
TCGA-AO-A1KP-01A 77 years, female, white, stage:Stage IIA, alive, 2953 days 4961.5
TCGA-AC-A2QI-01A 76 years, female, white, stage:Stage IIIA, alive, 588 days 4958.8
TCGA-E9-A243-01A 52 years, female, white, stage:Stage IIA, alive, 612 days 4948.6
TCGA-A2-A0CL-01A 37 years, female, black or african american, stage:Stage IIIA, alive, 3015 days 4944.0
TCGA-E2-A1BC-01A 63 years, female, stage:Stage IA, alive, 501 days 4930.2
TCGA-C8-A12Q-01A 78 years, female, asian, stage:Stage IIIA, dead, 385 days 4916.1
TCGA-BH-A0DG-01A 30 years, female, black or african american, stage:Stage IIA, alive, 2041 days 4916.1
TCGA-A2-A4S3-01A 59 years, female, black or african american, stage:Stage IIB, alive, 666 days 4912.2
TCGA-A2-A0EN-01A 70 years, female, white, stage:Stage IIA, alive, 4088 days 4909.3
TCGA-A1-A0SO-01A 67 years, female, white, stage:Stage IIB, alive, 852 days 4905.7
TCGA-BH-A0DS-01A 71 years, female, white, stage:Stage IIIA, alive, 78 days 4891.0
TCGA-BH-A0EE-01A 68 years, female, white, stage:Stage IIB, alive, 943 days 4890.5
TCGA-AR-A5QM-01A 62 years, female, white, stage:Stage IIA, alive, 2231 days 4883.5
TCGA-A8-A0A2-01A 66 years, female, stage:Stage IIA, alive, 579 days 4882.0
TCGA-E2-A10E-01A 64 years, female, white, stage:Stage IIA, alive, 865 days 4868.5
TCGA-AO-A0J8-01A 61 years, female, white, stage:Stage IIA, alive, 680 days 4862.0
TCGA-A2-A25E-01A 34 years, female, black or african american, stage:Stage IIIA, alive, 3204 days 4858.1
TCGA-A2-A1FV-01A 74 years, female, white, stage:Stage IIB, alive, 714 days 4852.9
TCGA-BH-A1EN-01A 78 years, female, white, stage:Stage IIA, dead, 2127 days 4844.8
TCGA-AO-A0JF-01A 68 years, female, white, stage:Stage IIA, alive, 1980 days 4840.6
TCGA-A7-A13H-01A 61 years, female, white, stage:Stage IIB, alive, 899 days 4835.9
TCGA-AR-A5QN-01A 68 years, female, white, stage:Stage IIIC, alive, 1013 days 4819.7
TCGA-A8-A09B-01A 58 years, female, stage:Stage IIIB, alive, 365 days 4815.9
TCGA-B6-A0RG-01A 26 years, female, white, stage:Stage IIB, alive, 2082 days 4811.2
TCGA-AR-A24N-01A 54 years, female, white, stage:Stage I, alive, 3035 days 4798.7
TCGA-AR-A2LQ-01A 59 years, female, white, stage:Stage IIB, alive, 1233 days 4793.3
TCGA-AR-A1AO-01A 47 years, female, white, stage:Stage IIA, alive, 2618 days 4786.6
TCGA-A7-A0CJ-01A 57 years, female, white, stage:Stage IIA, alive, 931 days 4783.5
TCGA-BH-A1F0-01A 80 years, female, white, stage:Stage IIA, dead, 785 days 4783.2
TCGA-AO-A0JE-01A 53 years, female, black or african american, stage:Stage IIIA, alive, 2335 days 4782.6
TCGA-B6-A401-01A 47 years, female, black or african american, stage:Stage IIA, alive, 2596 days 4776.2
TCGA-AR-A1AI-01A 47 years, female, white, stage:Stage IIA, alive, 3296 days 4774.2
TCGA-BH-A0B7-01A 42 years, female, white, stage:Stage IIB, alive, 2559 days 4764.9
TCGA-AC-A7VB-01A 51 years, female, black or african american, stage:Stage IIA, alive, 250 days 4762.3
TCGA-E2-A15K-01A 58 years, female, white, stage:Stage IIB, alive, 275 days 4762.1
TCGA-C8-A1HI-01A 40 years, female, asian, stage:Stage IIIA, alive, 343 days 4758.5
TCGA-BH-A1ES-01A 35 years, female, white, stage:Stage IIB, dead, 3462 days 4754.0
TCGA-EW-A1PF-01A 50 years, female, white, stage:Stage IA, alive, 439 days 4748.2
TCGA-A2-A1G1-01A 85 years, female, white, stage:Stage IIB, alive, 584 days 4734.0
TCGA-A8-A06T-01A 75 years, female, stage:Stage IIIA, alive, 1614 days 4731.0
TCGA-A8-A0A6-01A 64 years, female, stage:Stage IIIC, alive, 640 days 4730.4
TCGA-A2-A0YT-01A 56 years, female, white, stage:Stage IIIB, dead, 723 days 4726.6
TCGA-BH-A6R8-01A 46 years, female, black or african american, stage:Stage IIA, alive, 293 days 4716.6
TCGA-BH-A1ET-01A 55 years, female, white, stage:Stage I, dead, 2520 days 4702.8
TCGA-LQ-A4E4-01A 73 years, female, white, stage:Stage IIIA, alive, 849 days 4699.6
TCGA-D8-A1X6-01A 80 years, female, white, stage:Stage IIIA, alive, 541 days 4699.1
TCGA-BH-A6R9-01A 61 years, female, white, stage:Stage IIA, alive, 160 days 4696.3
TCGA-AN-A049-01A 62 years, female, white, stage:Stage IIA, alive, 19 days 4695.0
TCGA-EW-A1IZ-01A 53 years, female, white, stage:Stage IIIA, alive, 554 days 4694.4
TCGA-B6-A0RO-01A 71 years, female, white, stage:Stage IIIB, alive, 4929 days 4694.1
TCGA-A7-A56D-01A 84 years, female, black or african american, stage:Stage IIA, alive, 448 days 4689.8
TCGA-BH-A0BL-01A 35 years, female, white, stage:Stage I, alive, 2278 days 4688.2
TCGA-E2-A108-01A 64 years, female, white, stage:Stage IIIA, alive, 837 days 4685.6
TCGA-E9-A1NI-01A 51 years, female, white, stage:Stage IIA, alive, 300 days 4684.6
TCGA-AN-A0G0-01A 56 years, female, white, stage:Stage IIA, alive, 16 days 4673.6
TCGA-E9-A22H-01A 42 years, female, white, stage:Stage IIB, alive, 1232 days 4670.8
TCGA-A8-A09T-01A 68 years, female, stage:'--, alive, 579 days 4666.4
TCGA-A8-A06Y-01A 66 years, female, stage:Stage IIA, alive, 791 days 4647.6
TCGA-BH-A5J0-01A 63 years, female, black or african american, stage:Stage IA, alive, 715 days 4644.7
TCGA-EW-A3U0-01A 61 years, female, black or african american, stage:Stage IIIA, alive, 532 days 4639.0
TCGA-A2-A0CQ-01A 62 years, female, black or african american, stage:Stage IA, alive, 2695 days 4637.9
TCGA-B6-A0I9-01A 62 years, female, white, stage:Stage IV, dead, 362 days 4632.9
TCGA-E2-A1LL-01A 73 years, female, black or african american, stage:Stage IIIA, alive, 1309 days 4626.6
TCGA-B6-A0WW-01A 58 years, female, black or african american, stage:Stage X, dead, 558 days 4613.7
TCGA-AN-A0XS-01A 63 years, female, white, stage:Stage IIIA, alive, 10 days 4603.6
TCGA-E9-A1R3-01A 70 years, female, white, stage:Stage IIIC, alive, 78 days 4601.7
TCGA-A8-A06R-01A 69 years, female, stage:Stage IIB, alive, 547 days 4597.4
TCGA-A8-A08P-01A 70 years, female, stage:Stage IIIA, alive, 943 days 4591.7
TCGA-D8-A27H-01A 72 years, female, white, stage:Stage IIA, alive, 397 days 4590.7
TCGA-A1-A0SM-01A 77 years, male, white, stage:Stage IIA, alive, 242 days 4588.0
TCGA-A2-A0CM-01A 40 years, female, black or african american, stage:Stage IIA, dead, 754 days 4587.1
TCGA-UL-AAZ6-01A 73 years, female, black or african american, stage:Stage IIA, alive, 518 days 4583.1
TCGA-A8-A0A9-01A 80 years, female, stage:Stage IIA, alive, 822 days 4575.3
TCGA-B6-A0IN-01A 45 years, female, white, stage:Stage X, dead, 2573 days 4570.0
TCGA-A8-A07J-01A 35 years, female, stage:Stage IIB, alive, 365 days 4566.1
TCGA-E2-A15C-01A 61 years, female, white, stage:Stage I, alive, 694 days 4564.3
TCGA-LL-A8F5-01A 61 years, female, black or african american, stage:Stage IIA, alive, 596 days 4556.9
TCGA-BH-A0HN-01A 67 years, female, white, stage:Stage IA, alive, 516 days 4556.4
TCGA-S3-A6ZF-01A 64 years, female, black or african american, stage:Stage IIA, alive, 572 days 4553.1
TCGA-BH-A1FG-01A 88 years, female, white, stage:Stage I, dead, 577 days 4547.2
TCGA-E9-A1RB-01A 40 years, female, white, stage:Stage IIA, dead, 976 days 4546.4
TCGA-BH-A1FH-01A 47 years, female, white, stage:Stage IV, dead, 1034 days 4541.1
TCGA-D8-A1JH-01A 56 years, female, white, stage:Stage IA, alive, 426 days 4537.9
TCGA-EW-A6SA-01A 59 years, male, black or african american, stage:Stage II, alive, 510 days 4516.2
TCGA-A7-A0D9-01A 37 years, female, white, stage:Stage IIA, alive, 1139 days 4515.7
TCGA-A7-A3J0-01A 62 years, female, white, stage:Stage IIA, alive, 313 days 4515.3
TCGA-B6-A1KI-01A 63 years, female, white, stage:Stage I, alive, 2236 days 4515.1
TCGA-E9-A1NG-01A 62 years, female, white, stage:Stage IIA, dead, 786 days 4513.6
TCGA-B6-A408-01A 55 years, female, black or african american, stage:Stage IIIC, alive, 2072 days 4504.9
TCGA-AC-A5EH-01A 76 years, female, black or african american, stage:Stage IIB, alive, 511 days 4504.8
TCGA-C8-A275-01A 56 years, female, asian, stage:Stage IIA, alive, 1 days 4498.7
TCGA-A7-A6VX-01A 68 years, female, black or african american, stage:Stage IIA, alive, 317 days 4490.0
TCGA-E9-A1NE-01A 28 years, female, white, stage:Stage IIB, alive, 1088 days 4484.9
TCGA-E9-A245-01A 47 years, female, white, stage:Stage IIB, dead, 26 days 4479.1
TCGA-EW-A6S9-01A 34 years, female, black or african american, stage:Stage IIA, alive, 463 days 4476.7
TCGA-AR-A0TT-01A 53 years, female, black or african american, stage:Stage IIIA, alive, 3316 days 4475.1
TCGA-E9-A5FL-01A 65 years, female, white, stage:Stage IIB, alive, 24 days 4468.3
TCGA-OL-A5RU-01A 63 years, female, black or african american, stage:Stage IIA, alive, 1219 days 4466.0
TCGA-E9-A22A-01A 74 years, female, white, stage:Stage IIA, alive, 1189 days 4462.7
TCGA-D8-A3Z6-01A 56 years, female, white, stage:Stage IIIC, alive, 563 days 4457.2
TCGA-A2-A04Y-01A 53 years, female, white, stage:Stage IIB, alive, 1099 days 4455.5
TCGA-AR-A252-01A 50 years, female, white, stage:Stage I, alive, 2838 days 4447.6
TCGA-E9-A1NF-01A 60 years, female, white, stage:Stage IIA, dead, 1072 days 4446.7
TCGA-PE-A5DD-01A 64 years, female, asian, stage:Stage IIA, alive, 1953 days 4442.6
TCGA-AR-A1AK-01A 70 years, female, white, stage:Stage I, alive, 3159 days 4439.4
TCGA-A8-A08L-01A 89 years, female, stage:Stage IIIA, dead, 30 days 4435.4
TCGA-MS-A51U-01A 44 years, female, white, stage:Stage IIB, alive, 681 days 4426.3
TCGA-D8-A1JS-01A 77 years, female, white, stage:Stage IA, alive, 371 days 4422.3
TCGA-AR-A1AY-01A 65 years, female, white, stage:Stage I, alive, 1026 days 4409.0
TCGA-E2-A14W-01A 78 years, male, white, stage:Stage IIA, alive, 974 days 4399.5
TCGA-A2-A0EY-01A 62 years, female, white, stage:Stage IIB, alive, 1925 days 4398.2
TCGA-EW-A2FV-01A 39 years, female, white, stage:Stage IIIC, alive, 788 days 4397.3
TCGA-LL-A5YP-01A 49 years, female, black or african american, stage:Stage IIB, alive, 450 days 4395.9
TCGA-AN-A0FF-01A 32 years, female, white, stage:Stage IA, alive, 172 days 4385.1
TCGA-AR-A24V-01A 52 years, female, white, stage:Stage IIB, alive, 3203 days 4378.6
TCGA-EW-A1PD-01A 61 years, male, white, stage:Stage IIA, alive, 424 days 4375.9
TCGA-AO-A0JA-01A 36 years, female, black or african american, stage:Stage IIIC, alive, 655 days 4375.8
TCGA-E9-A1R7-01A 64 years, female, white, stage:Stage IIA, alive, 1467 days 4369.6
TCGA-A2-A0YF-01A 67 years, female, black or african american, stage:Stage I, alive, 1535 days 4368.5
TCGA-A8-A06O-01A 60 years, female, stage:Stage I, alive, 396 days 4368.3
TCGA-A7-A0DC-01A 63 years, female, white, stage:Stage IA, alive, 906 days 4359.8
TCGA-E9-A1N6-01A 52 years, female, white, stage:Stage IIB, dead, 678 days 4354.8
TCGA-E2-A15P-01A 61 years, female, white, stage:Stage IA, alive, 595 days 4346.5
TCGA-BH-A0GY-01A 67 years, female, white, stage:Stage IIA, alive, 923 days 4342.0
TCGA-EW-A1J5-01A 59 years, female, white, stage:Stage IIB, alive, 477 days 4338.6
TCGA-A2-A3KD-01A 47 years, female, white, stage:Stage IIIA, alive, 1206 days 4331.5
TCGA-AR-A1AQ-01A 49 years, female, white, stage:Stage IIA, alive, 3021 days 4327.1
TCGA-D8-A1XM-01A 57 years, female, white, stage:Stage IA, alive, 538 days 4312.4
TCGA-E2-A1LA-01A 59 years, female, stage:Stage IIA, alive, 748 days 4312.4
TCGA-E9-A5UO-01A 41 years, female, white, stage:Stage IIA, alive, 785 days 4310.3
TCGA-A7-A425-01A 70 years, female, white, stage:Stage IIIC, alive, 447 days 4290.7
TCGA-A2-A0EV-01A 80 years, female, white, stage:Stage IA, alive, 968 days 4270.4
TCGA-BH-A0B1-01A 66 years, female, white, stage:Stage IIB, alive, 1148 days 4268.5
TCGA-BH-A0DH-01A 63 years, female, white, stage:Stage IIB, alive, 1156 days 4265.0
TCGA-E2-A1LH-01A 59 years, female, white, stage:Stage I, alive, 3247 days 4261.7
TCGA-D8-A1XA-01A 64 years, female, white, stage:Stage IA, alive, 839 days 4258.2
TCGA-C8-A1HE-01A 59 years, female, asian, stage:Stage IIA, alive, 375 days 4253.2
TCGA-BH-A0B5-01A 40 years, female, white, stage:Stage IIIA, alive, 2136 days 4250.7
TCGA-BH-A1EW-01A 38 years, female, white, stage:Stage IIA, dead, 1694 days 4248.0
TCGA-AR-A0TW-01A 50 years, female, white, stage:Stage IIIA, alive, 3009 days 4243.7
TCGA-E2-A106-01A 34 years, female, asian, stage:Stage IB, alive, 2541 days 4238.3
TCGA-D8-A1XY-01A 74 years, female, white, stage:Stage IIA, alive, 503 days 4237.9
TCGA-AR-A250-01A 58 years, female, white, stage:Stage IIA, alive, 2707 days 4236.5
TCGA-AN-A04D-01A 58 years, female, white, stage:Stage IIB, alive, 52 days 4228.2
TCGA-GM-A2DK-01A 58 years, female, white, stage:Stage I, alive, 2645 days 4217.5
TCGA-A8-A075-01A 42 years, female, stage:Stage IIB, alive, 518 days 4203.4
TCGA-E2-A1IO-01A 37 years, female, white, stage:Stage I, alive, 1855 days 4203.3
TCGA-BH-A0HB-01A 55 years, female, white, stage:Stage IA, alive, 806 days 4197.9
TCGA-D8-A143-01A 51 years, female, white, stage:Stage IIA, alive, 431 days 4195.2
TCGA-A8-A099-01A 76 years, female, stage:Stage X, alive, 304 days 4188.1
TCGA-D8-A140-01A 62 years, female, white, stage:Stage IIB, alive, 403 days 4185.8
TCGA-JL-A3YW-01A 49 years, female, asian, stage:Stage IIB, alive, 360 days 4177.2
TCGA-E9-A22D-01A 38 years, female, white, stage:Stage IIA, alive, 1248 days 4175.8
TCGA-A8-A084-01A 81 years, female, stage:Stage IIB, alive, 458 days 4174.4
TCGA-C8-A26V-01A 47 years, female, asian, stage:Stage IIIA, alive, 616 days 4167.9
TCGA-EW-A1IW-01A 80 years, female, white, stage:Stage IIB, alive, 371 days 4166.3
TCGA-A2-A0YG-01A 63 years, female, white, stage:Stage IIIC, alive, 666 days 4158.2
TCGA-LL-A440-01A 61 years, female, white, stage:Stage IA, alive, 759 days 4152.5
TCGA-BH-A18N-01A 88 years, female, white, stage:Stage IIA, dead, 468 days 4146.0
TCGA-A8-A079-01A 69 years, female, stage:Stage IIIB, alive, 274 days 4141.2
TCGA-B6-A0WS-01A 58 years, female, black or african american, stage:Stage X, dead, 2965 days 4137.4
TCGA-AR-A1AW-01A 65 years, female, white, stage:Stage IIA, alive, 2632 days 4127.8
TCGA-E9-A1RD-01A 67 years, female, white, stage:Stage IIA, alive, 34 days 4124.4
TCGA-A2-A0SV-01A 63 years, female, white, stage:Stage IV, dead, 825 days 4099.1
TCGA-S3-AA0Z-01A 63 years, female, black or african american, stage:Stage IIB, alive, 629 days 4078.8
TCGA-C8-A1HM-01A 74 years, female, asian, stage:Stage IIA, alive, 375 days 4073.0
TCGA-AC-A3HN-01A 87 years, female, white, stage:Stage IIB, alive, 496 days 4072.2
TCGA-E2-A159-01A 50 years, female, white, stage:Stage IIA, alive, 762 days 4071.2
TCGA-C8-A274-01A 63 years, female, asian, stage:Stage IIA, alive, 508 days 4067.7
TCGA-A8-A07Z-01A 85 years, female, stage:Stage IIA, alive, 1371 days 4067.5
TCGA-E9-A1RG-01A 62 years, female, white, stage:Stage IIIA, alive, 647 days 4065.9
TCGA-D8-A1X5-01A 81 years, female, white, stage:Stage IIIC, alive, 565 days 4056.1
TCGA-D8-A1XV-01A 84 years, female, white, stage:Stage IIA, alive, 461 days 4052.3
TCGA-E2-A10A-01A 41 years, female, white, stage:Stage IIB, alive, 1229 days 4044.5
TCGA-B6-A0WV-01A 67 years, female, white, stage:Stage IIB, dead, 2417 days 4042.5
TCGA-A8-A0A7-01A 57 years, female, stage:Stage IIB, alive, 30 days 4037.6
TCGA-E2-A1IH-01A 80 years, female, white, stage:Stage I, alive, 1026 days 4035.8
TCGA-A7-A4SF-01A 54 years, female, black or african american, stage:Stage IIA, alive, 545 days 4027.4
TCGA-LL-A442-01A 56 years, female, black or african american, stage:Stage IIA, alive, 889 days 4023.4
TCGA-C8-A12O-01A 50 years, female, asian, stage:Stage IIA, alive, 385 days 4022.7
TCGA-BH-A0C0-01A 62 years, female, white, stage:Stage IIA, alive, 1270 days 4017.2
TCGA-A2-A4S0-01A 77 years, female, white, stage:Stage IIA, alive, 706 days 4015.4
TCGA-A8-A091-01A 61 years, female, stage:Stage IIA, alive, 1004 days 4012.6
TCGA-D8-A1JL-01A 72 years, female, white, stage:Stage IIA, alive, 611 days 4007.4
TCGA-AO-A128-01A 61 years, female, white, stage:Stage IIA, alive, 3248 days 4001.2
TCGA-AR-A0TQ-01A 27 years, female, white, stage:Stage IIIA, alive, 2991 days 3982.0
TCGA-BH-A202-01A 60 years, female, white, stage:Stage II, alive, 795 days 3971.2
TCGA-E9-A1RE-01A 74 years, female, white, stage:Stage IIIA, alive, 1419 days 3960.5
TCGA-BH-A0AY-01A 62 years, female, white, stage:Stage IIA, alive, 777 days 3957.4
TCGA-AC-A2BM-01A 41 years, female, black or african american, stage:Stage IIB, alive, 3022 days 3957.3
TCGA-AC-A3EH-01A 79 years, female, white, stage:Stage IIIC, dead, 197 days 3951.7
TCGA-BH-A0B3-01A 53 years, female, white, stage:Stage IIB, alive, 1203 days 3950.1
TCGA-D8-A73U-01A 88 years, female, white, stage:Stage IIA, alive, 492 days 3938.9
TCGA-EW-A1PE-01A 56 years, female, white, stage:Stage IIA, alive, 320 days 3927.2
TCGA-E9-A1NA-01A 58 years, female, white, stage:Stage IIA, alive, 1112 days 3920.6
TCGA-D8-A1X9-01A 66 years, female, white, stage:Stage IIB, alive, 727 days 3906.1
TCGA-BH-A1EO-01A 68 years, female, white, stage:Stage IIA, dead, 2798 days 3902.9
TCGA-A7-A4SB-01A 56 years, female, white, stage:Stage IIIA, alive, 418 days 3894.6
TCGA-D8-A1X7-01A 40 years, female, white, stage:Stage IIA, alive, 509 days 3892.3
TCGA-B6-A0I8-01A 46 years, female, white, stage:Stage X, dead, 749 days 3887.0
TCGA-AO-A03T-01A 42 years, female, white, stage:Stage IIB, alive, 2124 days 3881.5
TCGA-E9-A22B-01A 71 years, female, white, stage:Stage IA, alive, 1167 days 3872.4
TCGA-BH-A0DE-01A 62 years, female, white, stage:Stage IIA, alive, 2372 days 3830.6
TCGA-A7-A4SA-01A 40 years, female, white, stage:Stage IIB, alive, 454 days 3827.5
TCGA-E9-A1R4-01A 66 years, female, white, stage:Stage IA, alive, 186 days 3820.4
TCGA-A8-A07R-01A 80 years, female, stage:Stage IIIC, alive, 273 days 3800.0
TCGA-BH-A0BP-01A 76 years, female, white, stage:Stage I, dead, 2296 days 3797.6
TCGA-BH-A0DX-01A 62 years, female, white, stage:Stage I, alive, 2156 days 3774.0
TCGA-D8-A1J8-01A 77 years, female, white, stage:Stage IIB, alive, 431 days 3761.7
TCGA-A2-A0T3-01A 37 years, female, white, stage:Stage IB, alive, 1516 days 3750.5
TCGA-A8-A08G-01A 41 years, female, stage:Stage IIA, alive, 607 days 3749.1
TCGA-E2-A152-01A 56 years, female, white, stage:Stage I, alive, 2128 days 3736.8
TCGA-D8-A27M-01A 59 years, female, white, stage:Stage IA, alive, 410 days 3726.8
TCGA-LL-A740-01A 61 years, female, black or african american, stage:Stage IA, alive, 441 days 3718.8
TCGA-C8-A26Z-01A 59 years, female, asian, stage:Stage IIA, alive, 470 days 3718.3
TCGA-AO-A0J2-01A 41 years, female, white, stage:Stage IA, alive, 997 days 3716.9
TCGA-A8-A06U-01A 80 years, female, stage:Stage IIB, dead, 883 days 3705.4
TCGA-PL-A8LZ-01A 29 years, female, black or african american, stage:Stage IIIB, alive, 302 days 3704.3
TCGA-AN-A0FZ-01A 45 years, female, white, stage:Stage IIIA, alive, 10 days 3682.3
TCGA-E2-A1L7-01A 40 years, female, white, stage:Stage IIIA, alive, 1836 days 3675.5
TCGA-D8-A1J9-01A 48 years, female, white, stage:Stage IA, alive, 532 days 3665.0
TCGA-A8-A08R-01A 52 years, female, stage:Stage IIB, alive, 30 days 3660.6
TCGA-A8-A08F-01A 59 years, female, stage:Stage IIIC, alive, 1004 days 3654.6
TCGA-EW-A1J3-01A 61 years, female, white, stage:Stage IA, alive, 504 days 3641.8
TCGA-A8-A082-01A 58 years, female, stage:Stage IIB, alive, 549 days 3630.1
TCGA-E2-A15R-01A 64 years, female, white, stage:Stage IIA, alive, 1732 days 3625.7
TCGA-A2-A1FZ-01A 63 years, female, white, stage:Stage IIA, alive, 683 days 3624.3
TCGA-AR-A0U3-01A 59 years, female, white, stage:Stage IIB, alive, 4080 days 3619.1
TCGA-A8-A09A-01A 40 years, female, stage:Stage X, alive, 304 days 3598.4
TCGA-A7-A4SC-01A 62 years, female, white, stage:Stage IIB, alive, 446 days 3555.0
TCGA-C8-A27A-01A 48 years, female, asian, stage:Stage IIB, alive, 747 days 3546.4
TCGA-E2-A107-01A 54 years, female, white, stage:Stage IIIA, alive, 1047 days 3542.4
TCGA-D8-A1XC-01A 85 years, female, white, stage:Stage IIIB, dead, 377 days 3534.1
TCGA-A7-A5ZV-01A 62 years, female, black or african american, stage:Stage IIA, alive, 368 days 3529.5
TCGA-A2-A0YH-01A 53 years, female, white, stage:Stage IIIA, alive, 659 days 3524.9
TCGA-A8-A097-01A 65 years, female, stage:Stage IIB, alive, 365 days 3522.4
TCGA-C8-A12W-01A 49 years, female, asian, stage:Stage IIIB, alive, 385 days 3511.7
TCGA-AR-A1AP-01A 80 years, female, white, stage:Stage I, alive, 2856 days 3511.0
TCGA-A2-A4S2-01A 62 years, female, white, stage:Stage IIIA, alive, 643 days 3507.0
TCGA-AO-A1KS-01A 69 years, female, white, stage:Stage IIA, alive, 350 days 3500.6
TCGA-E9-A1RH-01A 63 years, female, white, stage:Stage IIA, alive, 1417 days 3488.8
TCGA-EW-A1PA-01A 59 years, female, white, stage:Stage IIB, alive, 575 days 3488.0
TCGA-E2-A155-01A 58 years, female, white, stage:Stage IIB, alive, 640 days 3484.4
TCGA-A7-A3J1-01A 63 years, female, white, stage:Stage IA, alive, 343 days 3479.4
TCGA-A2-A0T1-01A 55 years, female, american indian or alaska native, stage:Stage IIIC, alive, 521 days 3465.6
TCGA-BH-A0GZ-01A 62 years, female, white, stage:Stage IIA, alive, 328 days 3461.7
TCGA-AR-A24L-01A 26 years, female, white, stage:Stage IIB, dead, 2866 days 3456.5
TCGA-A2-A04W-01A 50 years, female, white, stage:Stage IIB, alive, 3102 days 3449.2
TCGA-E2-A10B-01A 67 years, female, white, stage:Stage IIB, alive, 1141 days 3436.2
TCGA-BH-A0E7-01A 79 years, female, white, stage:Stage IIB, alive, 1363 days 3426.1
TCGA-A1-A0SQ-01A 45 years, female, white, stage:Stage IIB, alive, 554 days 3387.0
TCGA-E9-A248-01A 51 years, female, white, stage:Stage IIA, alive, 59 days 3368.7
TCGA-C8-A8HP-01A 59 years, female, asian, stage:Stage IIIA, alive, 396 days 3365.4
TCGA-C8-A26X-01A 58 years, female, asian, stage:Stage IIA, alive, 376 days 3364.9
TCGA-A1-A0SI-01A 52 years, female, white, stage:Stage IIB, alive, 635 days 3361.0
TCGA-EW-A1IY-01A 38 years, female, asian, stage:Stage I, alive, 258 days 3354.5
TCGA-E9-A1RC-01A 56 years, female, white, stage:Stage IIIC, alive, 1224 days 3351.5
TCGA-E9-A3Q9-01A 78 years, female, white, stage:Stage IIIC, alive, 1001 days 3350.9
TCGA-EW-A1P5-01A 77 years, female, white, stage:Stage IIB, alive, 703 days 3328.1
TCGA-BH-A0DL-01A 64 years, female, white, stage:Stage IIA, alive, 2381 days 3312.5
TCGA-BH-A1FN-01A 34 years, female, white, stage:Stage IIA, dead, 2192 days 3312.3
TCGA-BH-A0BV-01A 78 years, female, white, stage:Stage IIB, alive, 1519 days 3302.5
TCGA-C8-A278-01A 61 years, female, asian, stage:Stage IIIA, alive, 297 days 3289.4
TCGA-C8-A8HQ-01A 53 years, female, asian, stage:Stage IIB, alive, 380 days 3285.0
TCGA-EW-A1J6-01A 70 years, female, white, stage:Stage I, alive, 875 days 3281.2
TCGA-E9-A24A-01A 69 years, female, white, stage:Stage IIA, alive, 747 days 3248.2
TCGA-B6-A0X5-01A 61 years, female, black or african american, stage:Stage IIB, dead, 2097 days 3247.3
TCGA-AR-A0U2-01A 47 years, female, white, stage:Stage IIIA, dead, 2551 days 3238.1
TCGA-BH-A204-01A 80 years, female, white, stage:Stage IIB, dead, 2534 days 3234.2
TCGA-AR-A24U-01A 47 years, female, white, stage:Stage IIA, alive, 3128 days 3179.4
TCGA-AQ-A1H2-01A 84 years, female, white, stage:Stage IIIA, alive, 475 days 3150.2
TCGA-A8-A08I-01A 53 years, female, stage:Stage IIA, alive, 365 days 3135.4
TCGA-D8-A13Z-01A 51 years, female, white, stage:'--, alive, 635 days 3115.8
TCGA-AC-A2FM-01A 87 years, female, white, stage:Stage IIB, dead, 792 days 3109.8
TCGA-A2-A0CU-01A 73 years, female, white, stage:Stage IIA, dead, 158 days 3086.5
TCGA-D8-A73W-01A 79 years, female, white, stage:Stage IIIA, dead, 385 days 3058.8
TCGA-AR-A24R-01A 45 years, female, white, stage:Stage IIIA, alive, 3430 days 3000.9
TCGA-AO-A12D-01A 43 years, female, white, stage:Stage IIA, alive, 2515 days 2999.7
TCGA-OL-A66P-01A 75 years, female, black or african american, stage:Stage IIA, alive, 428 days 2996.9
TCGA-D8-A1XT-01A 61 years, female, white, stage:Stage IIA, alive, 506 days 2989.6
TCGA-OL-A5D6-01A 71 years, female, black or african american, stage:Stage IIA, dead, 1104 days 2978.0
TCGA-3C-AALI-01A 50 years, female, black or african american, stage:Stage IIB, alive, 4005 days 2977.8
TCGA-A8-A0A1-01A 84 years, female, stage:Stage IIA, alive, 365 days 2946.4
TCGA-A2-A0SW-01A 82 years, female, white, stage:Stage IV, dead, 1365 days 2930.1
TCGA-A7-A13D-01A 46 years, female, black or african american, stage:Stage IIA, alive, 965 days 2930.0
TCGA-A8-A07W-01A 76 years, female, stage:Stage IV, alive, 304 days 2925.8
TCGA-BH-A18L-01A 50 years, female, white, stage:Stage IIIA, dead, 811 days 2922.8
TCGA-EW-A6SD-01A 32 years, female, black or african american, stage:Stage IIB, alive, 1010 days 2920.4
TCGA-E9-A1R6-01A 63 years, female, white, stage:Stage IIA, alive, 339 days 2910.4
TCGA-BH-A1F8-01A 90 years, female, white, stage:Stage IIIB, dead, 1 days 2902.0
TCGA-C8-A3M8-01A 68 years, female, asian, stage:Stage IA, alive, 394 days 2872.4
TCGA-AR-A24Z-01A 57 years, female, white, stage:Stage IIA, alive, 3001 days 2855.3
TCGA-A7-A4SD-01A 52 years, female, black or african american, stage:Stage IIA, alive, 441 days 2828.8
TCGA-BH-A1F2-01A 53 years, female, white, stage:Stage IIIB, dead, 959 days 2815.6
TCGA-GM-A2DB-01A 62 years, female, white, stage:Stage IIA, alive, 2406 days 2811.8
TCGA-BH-A1EX-01A 67 years, female, white, stage:Stage IIB, dead, 1508 days 2804.5
TCGA-A2-A0D4-01A 37 years, female, black or african american, stage:Stage IIB, alive, 767 days 2782.0
TCGA-A8-A06Z-01A 84 years, female, stage:Stage IIB, alive, 31 days 2778.8
TCGA-D8-A27W-01A 55 years, female, white, stage:Stage IIIB, alive, 373 days 2707.5
TCGA-A7-A6VY-01A 48 years, female, black or african american, stage:Stage IIB, alive, 266 days 2706.7
TCGA-A8-A07U-01A 66 years, female, stage:Stage IIIA, alive, 760 days 2691.6
TCGA-AQ-A54O-01A 51 years, male, black or african american, stage:Stage IIA, alive, 1001 days 2682.5
TCGA-AC-A23C-01A 62 years, female, white, stage:Stage IIB, alive, 585 days 2677.2
TCGA-D8-A13Y-01A 52 years, female, white, stage:Stage IA, alive, 1728 days 2676.3
TCGA-A8-A09R-01A 82 years, female, stage:Stage IIB, alive, 273 days 2663.1
TCGA-A8-A07I-01A 69 years, female, stage:Stage IIIA, alive, 426 days 2644.1
TCGA-LL-A7SZ-01A 49 years, female, black or african american, stage:Stage IIB, alive, 594 days 2643.4
TCGA-GI-A2C8-01A 63 years, female, white, stage:Stage IIIB, alive, 225 days 2615.7
TCGA-S3-AA15-01A 51 years, female, black or african american, stage:Stage IIB, alive, 525 days 2613.3
TCGA-D8-A1JE-01A 62 years, female, white, stage:Stage IIA, alive, 575 days 2603.4
TCGA-A2-A4S1-01A 66 years, female, white, stage:Stage IIA, alive, 820 days 2588.6
TCGA-E9-A2JS-01A 72 years, female, white, stage:Stage IIB, dead, 904 days 2545.1
TCGA-AN-A0FV-01A 58 years, female, white, stage:Stage IIA, alive, 10 days 2531.2
TCGA-E9-A5UP-01A 63 years, female, white, stage:Stage IIA, alive, 803 days 2525.7
TCGA-BH-A0AU-01A 45 years, female, white, stage:Stage IIA, alive, 1914 days 2502.3
TCGA-C8-A12P-01A 55 years, female, asian, stage:Stage IIB, alive, 358 days 2500.8
TCGA-D8-A1XU-01A 56 years, female, white, stage:Stage IA, alive, 395 days 2495.3
TCGA-GM-A2DC-01A 57 years, female, white, stage:Stage IIA, alive, 2535 days 2458.3
TCGA-BH-A0BW-01A 71 years, female, black or african american, stage:Stage I, alive, 2371 days 2415.9
TCGA-E9-A226-01A 45 years, female, white, stage:Stage IIIA, dead, 1048 days 2399.4
TCGA-D8-A1JA-01A 60 years, female, white, stage:'--, alive, 502 days 2398.6
TCGA-BH-A1EY-01A 79 years, female, white, stage:Stage IIA, dead, 538 days 2335.1
TCGA-A8-A09K-01A 68 years, female, stage:Stage IIA, alive, 912 days 2312.5
TCGA-AN-A0AL-01A 41 years, female, white, stage:Stage IIIB, alive, 227 days 2295.7
TCGA-C8-A12U-01A 46 years, female, asian, stage:Stage IIB, alive, 385 days 2274.7
TCGA-C8-A12L-01A 67 years, female, asian, stage:Stage IIA, alive, 363 days 2257.7
TCGA-A8-A08X-01A 43 years, female, stage:Stage IIIC, alive, 1308 days 2184.2
TCGA-D8-A1JF-01A 79 years, female, white, stage:Stage IIIA, alive, 366 days 2144.3
TCGA-D8-A1JT-01A 70 years, female, white, stage:Stage IIA, alive, 405 days 1754.5
TCGA-E2-A15F-01A 64 years, female, white, stage:Stage I, alive, 658 days 1629.7
TCGA-BH-A1F5-01A 62 years, female, white, stage:Stage IIA, dead, 2712 days 1352.8
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BREAST INVASIVE CARCINOMA (VALIDATION) - Interactive survival scatter ploti

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

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

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

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

& Survival analysisi

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

RPS18 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.

: 4268.4
Median expressioni

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

: N/A
Median follow up timei

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

: N/A
P scorei

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

N/A
5-year survival highi

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

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

N/A
5-year survival lowi

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

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

N/A
TCGA RNA samplesi

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

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

Average pTPM 4489.9
Number of samples 50
Samples
Sample Description pTPM
DO228246 26 years, female, NA, stage:3, dead, 327 days 10500.3
DO228453 34 years, female, NA, stage:0, alive, 4157 days 9833.0
DO228247 33 years, female, NA, stage:3, dead, 2584 days 9692.3
DO228409 31 years, female, NA, stage:1, alive, 4423 days 6957.8
DO228483 34 years, female, NA, stage:0, alive, 1994 days 6828.8
DO228427 31 years, female, NA, stage:2, alive, 3995 days 6676.2
DO228430 31 years, female, NA, stage:1, alive, 4647 days 6326.7
DO228431 32 years, female, NA, stage:2, alive, 2915 days 6319.4
DO228340 34 years, female, NA, stage:3, dead, 1051 days 5785.2
DO228460 25 years, female, NA, stage:2, alive, 3385 days 5664.8
DO228300 35 years, female, NA, stage:2, alive, 952 days 5497.2
DO228516 35 years, female, NA, stage:2, alive, 447 days 5445.6
DO228290 31 years, female, NA, stage:2, alive, 4268 days 5192.0
DO228321 35 years, female, NA, stage:2, dead, 4286 days 5173.1
DO228332 33 years, female, NA, stage:2, alive, 4776 days 5121.2
DO228276 32 years, female, NA, stage:2, alive, 4613 days 5120.0
DO228310 33 years, female, NA, stage:2, dead, 153 days 5100.8
DO228488 30 years, female, NA, stage:2, alive, 991 days 5086.0
DO228423 34 years, female, NA, stage:2, alive, 4136 days 4962.1
DO228499 29 years, female, NA, stage:1, alive, 284 days 4896.6
DO228433 34 years, female, NA, stage:3, alive, 1929 days 4718.7
DO228266 33 years, female, NA, stage:2, dead, 3785 days 4697.9
DO229483 34 years, female, NA, stage:0, alive, 299 days 4621.9
DO228439 33 years, female, NA, stage:1, alive, 1845 days 4523.3
DO228455 34 years, female, NA, stage:1, alive, 3115 days 4483.5
DO228268 35 years, female, NA, stage:2, alive, 5084 days 4301.4
DO228295 31 years, female, NA, stage:2, dead, 2616 days 4268.4
DO228426 35 years, female, NA, stage:2, alive, 4129 days 4261.7
DO228293 28 years, female, NA, stage:2, alive, 4339 days 4141.8
DO228256 29 years, female, NA, stage:2, alive, 2312 days 4102.2
DO228272 32 years, female, NA, stage:2, alive, 4126 days 3886.9
DO228477 33 years, female, NA, stage:3, alive, 2188 days 3836.7
DO228479 27 years, female, NA, stage:2, alive, 1985 days 3788.6
DO228506 32 years, female, NA, stage:1, alive, 489 days 3687.9
DO228260 32 years, female, NA, stage:2, alive, 3026 days 3647.3
DO228502 27 years, female, NA, stage:1, alive, 164 days 3592.6
DO228307 35 years, female, NA, stage:2, alive, 4928 days 3585.6
DO228262 33 years, female, NA, stage:2, alive, 3889 days 3439.3
DO228441 29 years, female, NA, stage:1, dead, 147 days 3383.1
DO228404 29 years, female, NA, stage:1, alive, 3737 days 3312.0
DO228383 30 years, female, NA, stage:2, alive, 3975 days 3184.6
DO228449 27 years, female, NA, stage:2, alive, 4896 days 3128.2
DO228356 33 years, female, NA, stage:2, dead, 3732 days 2986.0
DO228319 35 years, female, NA, stage:1, alive, 4716 days 2842.6
DO228471 28 years, female, NA, stage:2, alive, 1827 days 2654.7
DO228521 32 years, female, NA, stage:1, alive, 287 days 837.9
DO228509 33 years, female, NA, stage:1, alive, 377 days 791.9
DO228350 34 years, female, NA, stage:1, alive, 3069 days 641.7
DO228452 32 years, female, NA, stage:2, dead, 1354 days 565.6
DO228283 33 years, female, NA, stage:3, alive, 5180 days 404.3
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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 HPA050159
 Staining
  High
  Medium
  Low
  Not detected
 Intensity
  Strong
  Moderate
  Weak
  Negative
 Quantity
  >75%
  75%-25%
  <25%
  None
 Location
  Nuclear
  Cytoplasmic/membranous
  Cytoplasmic/membranous,nuclear
  None
Lobular carcinoma
Duct carcinoma

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