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RPL7
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  • RPL7
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.

RPL7 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.

: 3617.5
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 3085.5
Number of samples 1022
Samples
Sample Description pTPM
TCGA-A8-A07B-01A 69 years, female, stage:Stage IIA, alive, 1308 days 18772.6
TCGA-D8-A1Y3-01A 61 years, female, white, stage:Stage IIIA, alive, 430 days 12312.6
TCGA-AN-A03Y-01A 66 years, female, white, stage:Stage IIA, alive, 10 days 11831.1
TCGA-A8-A09D-01A 47 years, female, stage:Stage IIB, alive, 1522 days 11640.0
TCGA-AR-A254-01A 50 years, female, white, stage:Stage IIIA, alive, 2605 days 11160.9
TCGA-A8-A07O-01A 51 years, female, stage:Stage IIA, alive, 304 days 10192.7
TCGA-E2-A1LK-01A 84 years, female, black or african american, stage:Stage IIIC, dead, 266 days 10185.5
TCGA-BH-A202-01A 60 years, female, white, stage:Stage II, alive, 795 days 10049.4
TCGA-A8-A08T-01A 64 years, female, stage:Stage IV, dead, 3409 days 9388.1
TCGA-A2-A3XU-01A 35 years, female, black or african american, stage:Stage IIB, dead, 912 days 8985.4
TCGA-A8-A086-01A 59 years, female, stage:Stage IIA, alive, 396 days 8974.1
TCGA-A1-A0SK-01A 54 years, female, asian, stage:Stage IIA, dead, 967 days 8957.5
TCGA-E2-A576-01A 69 years, female, black or african american, stage:Stage IA, alive, 1043 days 8946.1
TCGA-E2-A15J-01A 51 years, female, white, stage:Stage I, alive, 1640 days 8855.3
TCGA-EW-A1PH-01A 52 years, female, white, stage:Stage IIA, alive, 607 days 8774.3
TCGA-B6-A402-01A 47 years, female, black or african american, stage:Stage I, alive, 2281 days 7726.9
TCGA-A2-A259-01A 70 years, female, black or african american, stage:Stage I, alive, 1596 days 7696.9
TCGA-A2-A0YJ-01A 39 years, female, white, stage:Stage IIIA, alive, 566 days 7622.9
TCGA-A2-A0D0-01A 60 years, female, black or african american, stage:Stage IIA, alive, 2048 days 7609.7
TCGA-E2-A14X-01A 55 years, female, black or african american, stage:Stage IIIA, alive, 972 days 7594.8
TCGA-EW-A1P0-01A 55 years, female, white, stage:Stage IIB, alive, 1251 days 7562.7
TCGA-A2-A0T5-01A 39 years, female, white, stage:Stage IIA, alive, 531 days 7535.9
TCGA-E2-A574-01A 44 years, female, black or african american, stage:Stage IIA, alive, 1179 days 7531.7
TCGA-D8-A1X6-01A 80 years, female, white, stage:Stage IIIA, alive, 541 days 7514.9
TCGA-D8-A1XZ-01A 81 years, female, white, stage:Stage IIIA, alive, 466 days 7442.8
TCGA-AR-A24K-01A 46 years, female, white, stage:Stage IIA, alive, 1548 days 7370.2
TCGA-A8-A06O-01A 60 years, female, stage:Stage I, alive, 396 days 7226.1
TCGA-AN-A0AS-01A 70 years, female, white, stage:Stage IIIA, alive, 10 days 7226.1
TCGA-AN-A0FX-01A 52 years, female, white, stage:Stage IIA, alive, 10 days 7200.7
TCGA-AN-A0AJ-01A 79 years, female, white, stage:Stage IIB, alive, 303 days 7181.9
TCGA-E9-A22G-01A 47 years, female, white, stage:Stage IIA, alive, 1239 days 7142.9
TCGA-EW-A1P6-01A 64 years, female, white, stage:Stage IIB, alive, 562 days 7069.2
TCGA-A1-A0SB-01A 70 years, female, white, stage:Stage I, alive, 259 days 6930.6
TCGA-A8-A09Q-01A 83 years, female, stage:Stage IIIB, alive, 761 days 6848.8
TCGA-A2-A0CY-01A 63 years, female, white, stage:Stage IIB, alive, 1673 days 6821.3
TCGA-E2-A158-01A 43 years, female, white, stage:Stage IIA, alive, 450 days 6796.3
TCGA-AC-A6IW-01A 73 years, female, black or african american, stage:Stage IIA, alive, 413 days 6757.2
TCGA-A2-A4S3-01A 59 years, female, black or african american, stage:Stage IIB, alive, 666 days 6755.7
TCGA-D8-A1JD-01A 41 years, female, white, stage:Stage IIB, alive, 552 days 6749.3
TCGA-AN-A04C-01A 51 years, female, white, stage:Stage IIB, alive, 54 days 6632.8
TCGA-A8-A092-01A 48 years, female, stage:Stage IIIA, alive, 942 days 6631.6
TCGA-AN-A0AR-01A 55 years, female, white, stage:Stage IIA, alive, 10 days 6612.8
TCGA-BH-A1FC-01A 78 years, female, black or african american, stage:Stage IIA, dead, 3472 days 6538.3
TCGA-AR-A24S-01A 61 years, female, white, stage:Stage I, alive, 2976 days 6526.1
TCGA-E2-A14Z-01A 64 years, female, white, stage:Stage I, dead, 563 days 6480.1
TCGA-B6-A0RM-01A 57 years, female, black or african american, stage:Stage X, dead, 2373 days 6436.6
TCGA-A2-A0D1-01A 76 years, female, white, stage:Stage IIA, alive, 1051 days 6389.5
TCGA-E2-A1LI-01A 57 years, female, white, stage:Stage IIB, alive, 3121 days 6310.4
TCGA-D8-A1XS-01A 48 years, male, white, stage:Stage IIIC, alive, 496 days 6302.5
TCGA-OL-A6VR-01A 48 years, female, black or african american, stage:Stage IA, alive, 1220 days 6171.1
TCGA-BH-A0DS-01A 71 years, female, white, stage:Stage IIIA, alive, 78 days 6111.9
TCGA-AC-A2BK-01A 78 years, female, black or african american, stage:Stage IIIA, alive, 2222 days 6086.1
TCGA-A2-A0YM-01A 67 years, female, white, stage:Stage IIA, alive, 965 days 6083.9
TCGA-A2-A1FV-01A 74 years, female, white, stage:Stage IIB, alive, 714 days 5964.8
TCGA-C8-A12W-01A 49 years, female, asian, stage:Stage IIIB, alive, 385 days 5952.8
TCGA-AC-A7VC-01A 56 years, female, white, stage:Stage IIB, alive, 1 days 5944.3
TCGA-D8-A1JP-01A 73 years, female, white, stage:Stage IA, alive, 639 days 5938.2
TCGA-BH-A209-01A 77 years, female, black or african american, stage:Stage I, dead, 3959 days 5931.8
TCGA-BH-A0HX-01A 54 years, female, white, stage:Stage IIB, alive, 829 days 5883.5
TCGA-BH-A1EO-01A 68 years, female, white, stage:Stage IIA, dead, 2798 days 5866.8
TCGA-C8-A137-01A 34 years, female, asian, stage:Stage IIB, alive, 379 days 5842.9
TCGA-AR-A2LK-01A 62 years, female, white, stage:Stage III, dead, 1649 days 5838.3
TCGA-B6-A0RU-01A 40 years, female, white, stage:Stage IA, alive, 8605 days 5804.9
TCGA-EW-A1OY-01A 63 years, female, white, stage:Stage IIA, alive, 908 days 5776.8
TCGA-E2-A14N-01A 37 years, female, white, stage:Stage IIB, alive, 1434 days 5755.4
TCGA-E9-A1RE-01A 74 years, female, white, stage:Stage IIIA, alive, 1419 days 5739.1
TCGA-AO-A0J4-01A 41 years, female, black or african american, stage:Stage IA, alive, 1587 days 5728.6
TCGA-E9-A1RA-01A 48 years, female, white, stage:Stage IA, alive, 1369 days 5699.3
TCGA-PL-A8LY-01A 30 years, female, black or african american, stage:Stage IIB, alive, 8 days 5698.5
TCGA-A2-A0D3-01A 42 years, female, white, stage:Stage IA, alive, 1873 days 5679.5
TCGA-A2-A0CV-01A 41 years, female, asian, stage:Stage IIB, alive, 3011 days 5655.4
TCGA-E9-A1RB-01A 40 years, female, white, stage:Stage IIA, dead, 976 days 5599.6
TCGA-GM-A3XL-01A 49 years, female, black or african american, stage:Stage IIA, alive, 2108 days 5592.0
TCGA-BH-A42V-01A 41 years, female, black or african american, stage:Stage IB, alive, 635 days 5590.0
TCGA-A2-A0SY-01A 62 years, female, white, stage:Stage IIIA, alive, 1347 days 5539.4
TCGA-A8-A06Q-01A 63 years, female, stage:Stage IIIA, alive, 31 days 5523.2
TCGA-A8-A07W-01A 76 years, female, stage:Stage IV, alive, 304 days 5516.1
TCGA-BH-A0RX-01A 59 years, female, white, stage:Stage IIA, alive, 170 days 5418.5
TCGA-BH-A0C0-01A 62 years, female, white, stage:Stage IIA, alive, 1270 days 5411.1
TCGA-D8-A27W-01A 55 years, female, white, stage:Stage IIIB, alive, 373 days 5403.1
TCGA-B6-A0X0-01A 54 years, female, white, stage:Stage I, dead, 3945 days 5350.2
TCGA-A8-A08P-01A 70 years, female, stage:Stage IIIA, alive, 943 days 5349.3
TCGA-D8-A1XL-01A 34 years, female, white, stage:Stage IIB, alive, 606 days 5311.6
TCGA-AO-A1KP-01A 77 years, female, white, stage:Stage IIA, alive, 2953 days 5272.3
TCGA-C8-A12Z-01A 45 years, female, asian, stage:Stage IIB, alive, 382 days 5267.6
TCGA-E2-A15E-01A 40 years, female, white, stage:Stage IIA, alive, 630 days 5228.1
TCGA-OL-A5D7-01A 70 years, female, black or african american, stage:Stage IIA, alive, 1780 days 5208.4
TCGA-LL-A5YN-01A 46 years, female, black or african american, stage:Stage IIA, alive, 447 days 5188.5
TCGA-JL-A3YX-01A 46 years, female, asian, stage:Stage IIA, alive, 352 days 5181.7
TCGA-C8-A135-01A 64 years, female, asian, stage:Stage IIB, alive, 393 days 5181.4
TCGA-BH-A1FU-01A 44 years, female, white, stage:Stage IA, dead, 1688 days 5157.5
TCGA-BH-A0B9-01A 44 years, female, white, stage:Stage IA, alive, 1572 days 5145.5
TCGA-BH-A204-01A 80 years, female, white, stage:Stage IIB, dead, 2534 days 5139.4
TCGA-D8-A1Y2-01A 71 years, female, white, stage:Stage IIA, alive, 433 days 5120.3
TCGA-A1-A0SP-01A 40 years, female, stage:Stage IIA, alive, 584 days 5104.6
TCGA-D8-A1Y0-01A 65 years, female, white, stage:Stage IIIA, alive, 472 days 5079.5
TCGA-B6-A0RV-01A 42 years, female, white, stage:Stage IIIA, alive, 5156 days 5076.5
TCGA-A2-A04N-01A 66 years, female, white, stage:Stage IA, alive, 4354 days 5021.6
TCGA-E2-A2P5-01A 78 years, female, black or african american, stage:Stage IIIC, dead, 821 days 4986.5
TCGA-OL-A66N-01A 59 years, female, white, stage:Stage IIIC, alive, 792 days 4979.4
TCGA-B6-A0I1-01A 73 years, female, black or african american, stage:Stage IIA, dead, 2361 days 4955.8
TCGA-OL-A5S0-01A 66 years, female, black or african american, stage:Stage IIB, alive, 620 days 4915.3
TCGA-BH-A0DP-01A 60 years, female, white, stage:Stage IIB, alive, 476 days 4903.2
TCGA-LL-A73Y-01A 67 years, female, black or african american, stage:Stage IA, alive, 477 days 4901.6
TCGA-B6-A0WX-01A 40 years, female, black or african american, stage:Stage IIIA, dead, 639 days 4897.8
TCGA-E2-A154-01A 68 years, female, white, stage:Stage I, alive, 591 days 4882.1
TCGA-D8-A27R-01A 41 years, female, white, stage:Stage IIIC, alive, 307 days 4881.6
TCGA-BH-A18L-01A 50 years, female, white, stage:Stage IIIA, dead, 811 days 4881.2
TCGA-A2-A1G1-01A 85 years, female, white, stage:Stage IIB, alive, 584 days 4836.7
TCGA-OL-A66I-01A 36 years, female, black or african american, stage:Stage IIA, alive, 714 days 4819.9
TCGA-A2-A0EQ-01A 64 years, female, black or african american, stage:Stage IIA, alive, 2426 days 4816.5
TCGA-E2-A1AZ-01A 63 years, female, white, stage:Stage IIB, alive, 2329 days 4810.4
TCGA-AR-A0TP-01A 43 years, female, white, stage:Stage IIA, alive, 4275 days 4808.7
TCGA-A8-A08C-01A 65 years, female, stage:Stage IIA, alive, 881 days 4798.6
TCGA-E9-A1R5-01A 63 years, female, white, stage:Stage IA, alive, 92 days 4767.2
TCGA-AN-A0AT-01A 62 years, female, white, stage:Stage IIA, alive, 10 days 4727.5
TCGA-D8-A1XQ-01A 69 years, female, white, stage:Stage IIA, alive, 499 days 4709.7
TCGA-A2-A1G6-01A 50 years, female, white, stage:Stage IIIA, alive, 501 days 4697.8
TCGA-AO-A129-01A 29 years, female, white, stage:Stage IIB, alive, 3286 days 4674.5
TCGA-AR-A2LL-01A 70 years, female, white, stage:Stage IIB, alive, 2012 days 4669.5
TCGA-BH-A0AV-01A 52 years, female, black or african american, stage:Stage I, alive, 1820 days 4665.7
TCGA-AR-A2LR-01A 49 years, female, white, stage:Stage I, alive, 1742 days 4661.8
TCGA-A2-A0T0-01A 59 years, female, white, stage:Stage IIB, alive, 533 days 4656.4
TCGA-E9-A249-01A 45 years, female, white, stage:Stage IIA, alive, 217 days 4654.6
TCGA-GM-A3XG-01A 46 years, female, white, stage:Stage IIIA, alive, 1330 days 4642.0
TCGA-AO-A1KS-01A 69 years, female, white, stage:Stage IIA, alive, 350 days 4641.3
TCGA-A7-A5ZW-01A 47 years, female, black or african american, stage:Stage IIA, alive, 326 days 4591.7
TCGA-D8-A1Y1-01A 80 years, female, white, stage:Stage IIIA, dead, 302 days 4586.5
TCGA-AQ-A54N-01A 51 years, female, black or african american, stage:Stage IIA, alive, 78 days 4583.1
TCGA-A2-A3XT-01A 45 years, female, black or african american, stage:Stage IIB, alive, 2770 days 4562.1
TCGA-AO-A03O-01A 69 years, female, black or african american, stage:Stage IIA, dead, 2483 days 4560.3
TCGA-BH-A28Q-01A 46 years, female, white, stage:Stage IIB, alive, 1119 days 4530.2
TCGA-BH-A0H6-01A 82 years, female, white, stage:Stage I, alive, 747 days 4518.0
TCGA-AO-A1KO-01A 46 years, female, white, stage:Stage IIB, alive, 622 days 4491.3
TCGA-A8-A07L-01A 58 years, female, stage:Stage IIIA, alive, 975 days 4478.6
TCGA-A7-A13E-01A 62 years, female, white, stage:Stage IIB, dead, 614 days 4477.6
TCGA-OL-A5RX-01A 51 years, female, black or african american, stage:Stage IA, alive, 878 days 4421.8
TCGA-AR-A2LE-01A 69 years, female, white, stage:Stage I, alive, 5062 days 4414.9
TCGA-E2-A14Y-01A 35 years, female, white, stage:Stage IIA, alive, 2109 days 4405.1
TCGA-S3-AA12-01A 82 years, female, black or african american, stage:Stage IIIA, alive, 574 days 4399.2
TCGA-A1-A0SE-01A 56 years, female, white, stage:Stage I, alive, 1321 days 4399.0
TCGA-AN-A0AK-01A 76 years, female, white, stage:Stage IIA, alive, 224 days 4390.3
TCGA-A7-A0DC-01A 63 years, female, white, stage:Stage IA, alive, 906 days 4370.9
TCGA-B6-A0RQ-01A 68 years, female, white, stage:Stage IIB, dead, 4267 days 4354.6
TCGA-AR-A1AR-01A 50 years, female, white, stage:Stage IIIA, dead, 524 days 4350.9
TCGA-AC-A3QP-01A 79 years, female, white, stage:Stage IIB, alive, 675 days 4350.9
TCGA-A2-A3XS-01A 62 years, female, black or african american, stage:Stage IIIA, dead, 1032 days 4345.1
TCGA-OL-A6VO-01A 43 years, female, black or african american, stage:Stage IA, alive, 858 days 4337.6
TCGA-A2-A0CP-01A 60 years, female, white, stage:Stage IA, alive, 2813 days 4330.9
TCGA-BH-A0HW-01A 62 years, female, asian, stage:Stage IA, alive, 1561 days 4314.3
TCGA-A7-A26H-01A 72 years, female, white, stage:Stage IIA, alive, 724 days 4298.4
TCGA-D8-A27V-01A 62 years, female, white, stage:Stage IIA, alive, 381 days 4283.6
TCGA-AR-A24X-01A 52 years, female, white, stage:Stage IIA, alive, 3004 days 4282.3
TCGA-AO-A03P-01A 54 years, female, black or african american, stage:Stage IIB, dead, 2911 days 4270.3
TCGA-AO-A12G-01A 75 years, female, white, stage:Stage IIA, alive, 1639 days 4269.8
TCGA-BH-A0AY-01A 62 years, female, white, stage:Stage IIA, alive, 777 days 4257.0
TCGA-BH-A0DZ-01A 43 years, female, white, stage:Stage IIB, alive, 495 days 4254.3
TCGA-C8-A1HN-01A 56 years, female, asian, stage:Stage IIA, alive, 394 days 4251.4
TCGA-AR-A1AX-01A 64 years, female, white, stage:Stage I, alive, 2629 days 4248.8
TCGA-D8-A1JM-01A 59 years, female, white, stage:Stage IIB, alive, 590 days 4248.1
TCGA-BH-A0H7-01A 65 years, female, white, stage:Stage IIIA, alive, 702 days 4245.0
TCGA-EW-A1OZ-01A 56 years, female, black or african american, stage:Stage IIA, alive, 1229 days 4225.5
TCGA-V7-A7HQ-01A 75 years, female, black or african american, stage:Stage IIIA, alive, 2033 days 4215.4
TCGA-BH-A0DT-01A 41 years, female, white, stage:Stage IIA, alive, 2403 days 4207.9
TCGA-AO-A126-01A 39 years, female, asian, stage:Stage IIA, alive, 3307 days 4201.5
TCGA-D8-A27K-01A 47 years, female, white, stage:Stage IIB, alive, 1461 days 4187.0
TCGA-A2-A0CT-01A 71 years, female, white, stage:Stage IIA, alive, 2289 days 4186.9
TCGA-A7-A5ZV-01A 62 years, female, black or african american, stage:Stage IIA, alive, 368 days 4180.5
TCGA-AR-A256-01A 45 years, female, white, stage:Stage IIA, dead, 2854 days 4155.9
TCGA-C8-A12N-01A 58 years, female, asian, stage:Stage IIA, alive, 358 days 4153.0
TCGA-A8-A09T-01A 68 years, female, stage:'--, alive, 579 days 4150.0
TCGA-C8-A275-01A 56 years, female, asian, stage:Stage IIA, alive, 1 days 4127.9
TCGA-B6-A0I5-01A 49 years, female, white, stage:Stage IIB, alive, 8556 days 4119.3
TCGA-BH-A42T-01A 75 years, female, black or african american, stage:Stage IIA, dead, 320 days 4096.4
TCGA-E9-A243-01A 52 years, female, white, stage:Stage IIA, alive, 612 days 4095.8
TCGA-A2-A0SV-01A 63 years, female, white, stage:Stage IV, dead, 825 days 4089.6
TCGA-E2-A1IN-01A 60 years, female, white, stage:Stage I, alive, 675 days 4074.0
TCGA-A7-A26G-01A 50 years, female, black or african american, stage:Stage IIA, alive, 722 days 4072.4
TCGA-BH-A0EA-01A 72 years, female, white, stage:Stage IIA, dead, 991 days 4065.9
TCGA-C8-A27B-01A 48 years, female, asian, stage:Stage IIB, alive, 439 days 4059.7
TCGA-AR-A24W-01A 55 years, female, white, stage:Stage IIB, alive, 1550 days 4057.9
TCGA-LD-A66U-01A 44 years, female, white, stage:Stage IIB, alive, 646 days 4052.8
TCGA-B6-A409-01A 44 years, female, black or african american, stage:Stage IIIA, dead, 573 days 4048.7
TCGA-E2-A15D-01A 47 years, female, white, stage:Stage IIA, alive, 526 days 4025.9
TCGA-EW-A1IY-01A 38 years, female, asian, stage:Stage I, alive, 258 days 4019.2
TCGA-A7-A5ZX-01A 48 years, female, white, stage:Stage IIIC, alive, 336 days 4010.6
TCGA-LL-A5YO-01A 50 years, female, black or african american, stage:Stage IA, alive, 440 days 4008.7
TCGA-AO-A0J7-01A 71 years, female, white, stage:Stage IIB, alive, 618 days 4008.0
TCGA-A8-A09W-01A 70 years, female, stage:Stage IIIB, alive, 30 days 4004.0
TCGA-AN-A0FY-01A 55 years, female, white, stage:Stage IA, alive, 10 days 4002.5
TCGA-A2-A1FX-01A 61 years, female, white, stage:Stage IIIA, alive, 1847 days 3987.5
TCGA-A2-A0T7-01A 51 years, female, white, stage:Stage IIA, alive, 631 days 3985.5
TCGA-Z7-A8R5-01A 61 years, female, white, stage:Stage IIIA, alive, 3287 days 3978.1
TCGA-EW-A1J1-01A 38 years, female, white, stage:Stage IIB, alive, 575 days 3977.4
TCGA-A2-A0YL-01A 48 years, female, white, stage:Stage IIIA, alive, 1474 days 3976.0
TCGA-E2-A14V-01A 53 years, female, white, stage:Stage IIB, alive, 1042 days 3973.4
TCGA-E2-A1B0-01A 50 years, female, white, stage:Stage IIIA, alive, 1631 days 3942.4
TCGA-A8-A06Z-01A 84 years, female, stage:Stage IIB, alive, 31 days 3941.6
TCGA-AR-A24U-01A 47 years, female, white, stage:Stage IIA, alive, 3128 days 3940.5
TCGA-B6-A0IA-01A 51 years, female, white, stage:Stage IIA, alive, 8391 days 3932.4
TCGA-E9-A3X8-01A 48 years, female, white, stage:Stage IIB, alive, 926 days 3929.2
TCGA-A8-A075-01A 42 years, female, stage:Stage IIB, alive, 518 days 3920.7
TCGA-A2-A04T-01A 62 years, female, white, stage:Stage IIA, alive, 2246 days 3915.1
TCGA-AC-A23E-01A 50 years, female, white, stage:Stage IIB, alive, 698 days 3910.0
TCGA-A8-A09X-01A 62 years, female, stage:Stage IIIC, dead, 426 days 3909.7
TCGA-E9-A295-01A 71 years, female, white, stage:Stage IIA, alive, 375 days 3896.5
TCGA-A1-A0SF-01A 54 years, female, white, stage:Stage IIA, alive, 1463 days 3893.2
TCGA-BH-A0BG-01A 73 years, female, white, stage:Stage I, alive, 1871 days 3886.1
TCGA-A7-A6VX-01A 68 years, female, black or african american, stage:Stage IIA, alive, 317 days 3880.5
TCGA-B6-A0RH-01A 51 years, female, black or african american, stage:Stage IIA, dead, 6456 days 3876.0
TCGA-BH-A1FB-01A 60 years, female, white, stage:Stage IIB, dead, 3669 days 3875.4
TCGA-E9-A1RC-01A 56 years, female, white, stage:Stage IIIC, alive, 1224 days 3872.6
TCGA-GM-A2DM-01A 57 years, female, white, stage:Stage IIA, alive, 3226 days 3856.6
TCGA-E9-A1N9-01A 58 years, female, white, stage:Stage IIA, alive, 1101 days 3856.4
TCGA-AC-A2QJ-01A 48 years, female, white, stage:Stage IIIB, dead, 446 days 3855.7
TCGA-B6-A0RS-01A 38 years, female, white, stage:Stage IIA, dead, 3063 days 3853.1
TCGA-D8-A1XK-01A 55 years, female, white, stage:Stage IIB, alive, 441 days 3853.0
TCGA-E2-A14U-01A 74 years, female, white, stage:Stage I, alive, 1318 days 3849.4
TCGA-AC-A62V-01A 58 years, male, black or african american, stage:Stage IV, dead, 348 days 3845.7
TCGA-B6-A0IE-01A 38 years, female, black or african american, stage:Stage IIIA, dead, 1993 days 3841.9
TCGA-E9-A1R2-01A 51 years, female, white, stage:Stage IIIC, alive, 1063 days 3841.8
TCGA-A2-A0SU-01A 66 years, female, white, stage:Stage IIA, alive, 1662 days 3833.4
TCGA-Z7-A8R6-01A 46 years, female, white, stage:Stage I, alive, 3256 days 3828.2
TCGA-AR-A2LO-01A 46 years, female, white, stage:Stage IIB, alive, 1198 days 3825.5
TCGA-EW-A6SA-01A 59 years, male, black or african american, stage:Stage II, alive, 510 days 3821.1
TCGA-BH-A2L8-01A 45 years, female, white, stage:Stage IIA, alive, 612 days 3818.1
TCGA-AO-A1KT-01A 78 years, female, white, stage:Stage IIA, alive, 541 days 3815.6
TCGA-A2-A3Y0-01A 57 years, female, black or african american, stage:Stage IIB, alive, 1546 days 3810.0
TCGA-D8-A1XO-01A 56 years, female, white, stage:Stage IIB, alive, 1682 days 3806.7
TCGA-BH-A0E7-01A 79 years, female, white, stage:Stage IIB, alive, 1363 days 3801.9
TCGA-A2-A4RX-01A 67 years, female, black or african american, stage:Stage IIA, alive, 742 days 3800.8
TCGA-OL-A5DA-01A 61 years, female, white, stage:Stage IIA, alive, 1783 days 3792.3
TCGA-OL-A5RZ-01A 57 years, female, black or african american, stage:Stage IA, alive, 679 days 3783.5
TCGA-AC-A8OP-01A 72 years, female, black or african american, stage:Stage IA, alive, 614 days 3775.6
TCGA-GI-A2C9-01A 58 years, female, black or african american, stage:Stage IIB, alive, 3342 days 3769.6
TCGA-BH-A18U-01A 72 years, female, white, stage:Stage IIIA, dead, 1563 days 3766.5
TCGA-AN-A0FJ-01A 59 years, female, white, stage:Stage IV, alive, 242 days 3756.9
TCGA-B6-A400-01A 43 years, female, black or african american, stage:Stage IIIA, alive, 215 days 3755.4
TCGA-A2-A0T6-01A 50 years, female, white, stage:Stage IIB, alive, 575 days 3754.7
TCGA-BH-A0W5-01A 77 years, female, white, stage:Stage IIA, alive, 1288 days 3743.4
TCGA-E2-A15M-01A 66 years, female, white, stage:Stage IIA, dead, 336 days 3739.1
TCGA-BH-A1ES-01A 35 years, female, white, stage:Stage IIB, dead, 3462 days 3730.5
TCGA-BH-A18N-01A 88 years, female, white, stage:Stage IIA, dead, 468 days 3724.6
TCGA-E9-A54X-01A 85 years, female, white, stage:Stage IA, alive, 727 days 3712.0
TCGA-AN-A0XO-01A 59 years, female, white, stage:Stage IIIA, alive, 375 days 3708.9
TCGA-E9-A2JS-01A 72 years, female, white, stage:Stage IIB, dead, 904 days 3707.1
TCGA-AR-A1AP-01A 80 years, female, white, stage:Stage I, alive, 2856 days 3701.3
TCGA-A2-A1G4-01A 71 years, female, white, stage:Stage IIIA, alive, 595 days 3694.0
TCGA-AO-A0J6-01A 61 years, female, white, stage:Stage IIA, alive, 1140 days 3683.6
TCGA-EW-A1PG-01A 53 years, female, white, stage:Stage IIB, alive, 1051 days 3669.7
TCGA-AR-A5QP-01A 54 years, female, white, stage:Stage IIB, alive, 1185 days 3665.1
TCGA-A8-A093-01A 61 years, female, stage:Stage IIA, alive, 546 days 3665.0
TCGA-E9-A54Y-01A 63 years, female, white, stage:Stage IIIA, alive, 725 days 3662.8
TCGA-E9-A248-01A 51 years, female, white, stage:Stage IIA, alive, 59 days 3656.6
TCGA-AC-A2FM-01A 87 years, female, white, stage:Stage IIB, dead, 792 days 3651.5
TCGA-BH-A28O-01A 50 years, female, white, stage:Stage IIIC, alive, 1120 days 3649.9
TCGA-AN-A0FZ-01A 45 years, female, white, stage:Stage IIIA, alive, 10 days 3648.7
TCGA-A2-A25F-01A 66 years, female, white, stage:Stage IIA, alive, 322 days 3646.0
TCGA-C8-A130-01A 52 years, female, asian, stage:Stage IIIA, alive, 370 days 3644.0
TCGA-D8-A1JU-01A 51 years, female, white, stage:Stage IA, alive, 447 days 3639.0
TCGA-AC-A2FF-01A 40 years, female, asian, stage:Stage IIB, alive, 2759 days 3632.8
TCGA-AC-A3YI-01A 74 years, female, white, stage:Stage IIIC, alive, 707 days 3625.7
TCGA-C8-A1HJ-01A 53 years, female, asian, stage:Stage IIA, alive, 5 days 3624.5
TCGA-BH-A1EV-01A 45 years, female, white, stage:Stage IIIA, dead, 365 days 3617.5
TCGA-BH-A0WA-01A 82 years, female, white, stage:Stage I, alive, 701 days 3608.5
TCGA-AR-A24V-01A 52 years, female, white, stage:Stage IIB, alive, 3203 days 3606.8
TCGA-B6-A0RE-01A 61 years, female, black or african american, stage:Stage X, alive, 7777 days 3598.2
TCGA-E9-A1N4-01A 41 years, female, white, stage:Stage IIIA, alive, 1000 days 3597.1
TCGA-A7-A6VW-01A 48 years, female, black or african american, stage:Stage IIA, alive, 285 days 3596.2
TCGA-AC-A2FK-01A 45 years, female, white, stage:Stage IIIC, alive, 2650 days 3595.6
TCGA-E2-A15C-01A 61 years, female, white, stage:Stage I, alive, 694 days 3592.7
TCGA-BH-A0E0-01A 38 years, female, white, stage:Stage IIIC, alive, 134 days 3590.7
TCGA-B6-A0RN-01A 60 years, female, white, stage:Stage IA, alive, 8008 days 3590.3
TCGA-A8-A0AB-01A 54 years, female, stage:Stage IIA, alive, 518 days 3589.9
TCGA-BH-A8FZ-01A 58 years, female, white, stage:Stage IA, alive, 574 days 3573.9
TCGA-BH-A0B1-01A 66 years, female, white, stage:Stage IIB, alive, 1148 days 3572.6
TCGA-D8-A141-01A 40 years, female, white, stage:'--, alive, 626 days 3564.8
TCGA-BH-A42U-01A 80 years, female, black or african american, stage:Stage IIA, alive, 3364 days 3564.6
TCGA-BH-A0HU-01A 52 years, female, white, stage:Stage IA, alive, 392 days 3555.7
TCGA-E2-A108-01A 64 years, female, white, stage:Stage IIIA, alive, 837 days 3551.9
TCGA-AO-A03R-01A 57 years, female, white, stage:Stage IIB, alive, 2091 days 3548.2
TCGA-AN-A0XN-01A 68 years, female, white, stage:Stage IIIA, alive, 10 days 3547.9
TCGA-E9-A6HE-01A 45 years, female, white, stage:Stage IIIC, alive, 847 days 3543.5
TCGA-A2-A0YH-01A 53 years, female, white, stage:Stage IIIA, alive, 659 days 3532.0
TCGA-A7-A0DA-01A 62 years, female, white, stage:Stage IIA, alive, 1085 days 3531.3
TCGA-BH-A0HP-01A 65 years, female, white, stage:Stage IIIA, alive, 414 days 3526.7
TCGA-A7-A0CD-01A 66 years, female, white, stage:Stage I, alive, 1165 days 3520.6
TCGA-GM-A5PX-01A 65 years, female, white, stage:Stage IIB, alive, 551 days 3512.0
TCGA-AO-A128-01A 61 years, female, white, stage:Stage IIA, alive, 3248 days 3511.3
TCGA-A8-A06P-01A 63 years, female, stage:Stage IIIA, alive, 396 days 3510.1
TCGA-AO-A12C-01A 42 years, female, white, stage:Stage IIB, alive, 2372 days 3500.6
TCGA-A2-A0ER-01A 63 years, female, white, stage:Stage IB, alive, 2263 days 3492.1
TCGA-UU-A93S-01A 63 years, female, black or african american, stage:Stage IV, dead, 116 days 3488.0
TCGA-AN-A0FS-01A 55 years, female, white, stage:Stage IA, alive, 210 days 3480.7
TCGA-A7-A3IY-01A 71 years, female, white, stage:Stage I, alive, 345 days 3475.0
TCGA-BH-A1FG-01A 88 years, female, white, stage:Stage I, dead, 577 days 3466.9
TCGA-XX-A899-01A 46 years, female, white, stage:Stage IIIA, alive, 467 days 3441.3
TCGA-D8-A1XW-01A 53 years, female, white, stage:Stage IIA, alive, 1309 days 3440.0
TCGA-AC-A6NO-01A 43 years, female, black or african american, stage:Stage IIB, alive, 51 days 3431.2
TCGA-BH-A0B4-01A 65 years, male, white, stage:Stage IIIA, alive, 1191 days 3429.2
TCGA-BH-A0E2-01A 49 years, female, black or african american, stage:Stage IIIA, alive, 435 days 3417.7
TCGA-AR-A1AH-01A 51 years, female, white, stage:Stage IIB, alive, 3807 days 3415.1
TCGA-C8-A131-01A 82 years, female, asian, stage:Stage IIIA, alive, 411 days 3415.1
TCGA-A8-A091-01A 61 years, female, stage:Stage IIA, alive, 1004 days 3406.9
TCGA-AQ-A1H3-01A 49 years, female, white, stage:Stage IIIC, alive, 989 days 3396.9
TCGA-E9-A244-01A 54 years, female, white, stage:Stage IIA, alive, 21 days 3396.0
TCGA-BH-A0BQ-01A 39 years, female, white, stage:Stage I, alive, 2255 days 3395.5
TCGA-S3-AA10-01A 65 years, female, black or african american, stage:Stage IIA, alive, 586 days 3385.5
TCGA-LL-A5YL-01A 64 years, female, white, stage:Stage IIB, alive, 519 days 3385.4
TCGA-B6-A0WW-01A 58 years, female, black or african american, stage:Stage X, dead, 558 days 3377.4
TCGA-A7-A0D9-01A 37 years, female, white, stage:Stage IIA, alive, 1139 days 3370.6
TCGA-E2-A1L6-01A 44 years, female, white, stage:Stage IIA, alive, 1648 days 3367.2
TCGA-E2-A153-01A 51 years, female, white, stage:Stage IIB, alive, 707 days 3361.8
TCGA-AR-A1AU-01A 39 years, female, white, stage:Stage IIIA, alive, 2868 days 3361.3
TCGA-B6-A0WY-01A 40 years, female, white, stage:Stage IIIA, dead, 3461 days 3359.2
TCGA-A2-A0ES-01A 52 years, female, white, stage:Stage IIA, alive, 2190 days 3356.7
TCGA-B6-A0IB-01A 64 years, female, white, stage:Stage IV, dead, 3941 days 3353.3
TCGA-BH-A0DD-01A 58 years, male, white, stage:Stage IIB, alive, 2486 days 3347.9
TCGA-BH-A0W7-01A 49 years, female, white, stage:Stage I, alive, 1363 days 3342.1
TCGA-A2-A0CX-01A 52 years, female, white, stage:Stage IIA, alive, 1728 days 3340.6
TCGA-W8-A86G-01A 66 years, female, white, stage:Stage IIA, alive, 347 days 3338.0
TCGA-AN-A0AM-01A 56 years, female, white, stage:Stage IIA, alive, 5 days 3331.9
TCGA-EW-A424-01A 51 years, female, white, stage:Stage IIIA, alive, 715 days 3330.1
TCGA-E2-A1B1-01A 45 years, female, white, stage:Stage IIB, alive, 2653 days 3321.9
TCGA-D8-A1JJ-01A 54 years, female, white, stage:Stage IIA, alive, 611 days 3318.4
TCGA-A2-A3KD-01A 47 years, female, white, stage:Stage IIIA, alive, 1206 days 3310.6
TCGA-A8-A076-01A 66 years, female, stage:Stage IIA, alive, 1642 days 3309.6
TCGA-AR-A24Q-01A 49 years, female, white, stage:Stage IIB, alive, 3172 days 3304.5
TCGA-E2-A14R-01A 62 years, female, white, stage:Stage IIA, alive, 1174 days 3303.6
TCGA-D8-A147-01A 45 years, female, white, stage:'--, alive, 584 days 3300.8
TCGA-AC-A3TM-01A 50 years, female, white, stage:Stage IIIA, alive, 762 days 3292.0
TCGA-C8-A12O-01A 50 years, female, asian, stage:Stage IIA, alive, 385 days 3282.9
TCGA-D8-A27I-01A 58 years, female, white, stage:Stage IIIA, alive, 439 days 3281.1
TCGA-A2-A0EO-01A 54 years, female, white, stage:Stage IA, alive, 2442 days 3281.1
TCGA-A7-A426-01A 50 years, female, white, stage:Stage IIIC, alive, 364 days 3279.8
TCGA-A2-A0ET-01A 58 years, female, white, stage:Stage IIIA, alive, 1066 days 3277.5
TCGA-D8-A1XF-01A 45 years, female, white, stage:Stage IIA, alive, 463 days 3277.2
TCGA-D8-A1JN-01A 80 years, female, white, stage:Stage IIIC, alive, 620 days 3274.9
TCGA-A8-A07C-01A 57 years, female, stage:Stage IIA, alive, 1034 days 3274.2
TCGA-A2-A0D4-01A 37 years, female, black or african american, stage:Stage IIB, alive, 767 days 3270.9
TCGA-E2-A1B5-01A 46 years, female, white, stage:Stage IIA, alive, 984 days 3269.7
TCGA-A2-A0EU-01A 79 years, female, white, stage:Stage IA, alive, 1043 days 3268.3
TCGA-B6-A0IM-01A 75 years, female, black or african american, stage:Stage IIB, dead, 3873 days 3266.4
TCGA-OL-A66O-01A 39 years, female, black or african american, stage:Stage IIB, alive, 528 days 3264.4
TCGA-E2-A1BD-01A 53 years, female, white, stage:Stage IIA, alive, 1133 days 3263.5
TCGA-AN-A0XS-01A 63 years, female, white, stage:Stage IIIA, alive, 10 days 3254.7
TCGA-A2-A1FW-01A 62 years, female, white, stage:Stage IIIA, alive, 528 days 3254.6
TCGA-A8-A0A9-01A 80 years, female, stage:Stage IIA, alive, 822 days 3240.0
TCGA-AQ-A1H2-01A 84 years, female, white, stage:Stage IIIA, alive, 475 days 3232.9
TCGA-A2-A1G0-01A 49 years, female, white, stage:Stage IIB, alive, 616 days 3214.0
TCGA-A2-A4RY-01A 46 years, female, white, stage:Stage IIIC, alive, 648 days 3212.5
TCGA-AR-A24T-01A 46 years, female, white, stage:Stage IIIC, alive, 3202 days 3210.0
TCGA-BH-A0H3-01A 46 years, female, white, stage:Stage I, alive, 1928 days 3207.9
TCGA-EW-A1P8-01A 58 years, female, white, stage:Stage IIIC, dead, 239 days 3203.8
TCGA-BH-AB28-01A 53 years, female, white, stage:Stage IIIA, alive, 287 days 3197.3
TCGA-OL-A5D8-01A 40 years, female, black or african american, stage:Stage IIB, alive, 973 days 3196.2
TCGA-BH-A0B8-01A 64 years, female, white, stage:Stage I, alive, 1569 days 3195.5
TCGA-E9-A22B-01A 71 years, female, white, stage:Stage IA, alive, 1167 days 3191.1
TCGA-HN-A2OB-01A 45 years, female, stage:Stage IIB, dead, 1900 days 3186.8
TCGA-E9-A1R7-01A 64 years, female, white, stage:Stage IIA, alive, 1467 days 3176.1
TCGA-BH-A18Q-01A 56 years, female, white, stage:Stage IIB, dead, 1692 days 3173.5
TCGA-AR-A24O-01A 43 years, female, white, stage:Stage IIIA, alive, 3607 days 3171.9
TCGA-A2-A25A-01A 44 years, female, white, stage:Stage IIA, alive, 3276 days 3169.9
TCGA-BH-A1F5-01A 62 years, female, white, stage:Stage IIA, dead, 2712 days 3169.1
TCGA-C8-A1HK-01A 53 years, female, asian, stage:Stage IIB, alive, 366 days 3168.2
TCGA-A1-A0SN-01A 50 years, female, white, stage:Stage IIA, alive, 1196 days 3167.1
TCGA-AR-A255-01A 62 years, female, white, stage:Stage I, alive, 2161 days 3166.8
TCGA-A2-A0CK-01A 60 years, female, white, stage:Stage IIIA, alive, 4159 days 3163.0
TCGA-AR-A2LJ-01A 40 years, female, white, stage:Stage IIIA, alive, 2632 days 3162.1
TCGA-BH-A1EU-01A 83 years, female, white, stage:Stage I, dead, 1286 days 3153.5
TCGA-A1-A0SG-01A 61 years, female, white, stage:Stage IIB, alive, 434 days 3149.5
TCGA-A2-A3XV-01A 46 years, female, black or african american, stage:Stage IIA, alive, 996 days 3139.0
TCGA-AN-A049-01A 62 years, female, white, stage:Stage IIA, alive, 19 days 3137.2
TCGA-BH-A1EN-01A 78 years, female, white, stage:Stage IIA, dead, 2127 days 3136.9
TCGA-E9-A5FK-01A 60 years, female, white, stage:Stage IIIC, alive, 812 days 3135.0
TCGA-A2-A04Q-01A 48 years, female, white, stage:Stage IA, alive, 2385 days 3134.1
TCGA-BH-A1FL-01A 69 years, female, white, stage:Stage IIB, dead, 1673 days 3130.4
TCGA-AR-A24P-01A 47 years, female, white, stage:Stage I, alive, 84 days 3129.8
TCGA-A7-A6VV-01A 51 years, female, black or african american, stage:Stage IIA, alive, 313 days 3124.9
TCGA-EW-A1P1-01A 68 years, female, white, stage:Stage IIIC, alive, 1210 days 3123.2
TCGA-AC-A8OR-01A 75 years, female, white, stage:Stage IA, alive, 40 days 3122.5
TCGA-A2-A0D2-01A 45 years, female, white, stage:Stage IIA, alive, 1027 days 3121.2
TCGA-A7-A0CG-01A 78 years, female, white, stage:Stage IIA, alive, 1043 days 3120.5
TCGA-BH-A0W4-01A 46 years, female, white, stage:Stage IIA, alive, 759 days 3114.8
TCGA-A8-A0A2-01A 66 years, female, stage:Stage IIA, alive, 579 days 3092.4
TCGA-D8-A1X8-01A 62 years, female, white, stage:Stage IIIA, alive, 783 days 3089.7
TCGA-BH-A0HO-01A 48 years, female, white, stage:Stage IIA, alive, 76 days 3079.6
TCGA-E9-A228-01A 58 years, female, white, stage:Stage IIB, alive, 1285 days 3077.8
TCGA-D8-A27F-01A 40 years, female, white, stage:Stage IIA, alive, 488 days 3074.1
TCGA-D8-A1XB-01A 62 years, female, white, stage:Stage IIB, alive, 552 days 3074.0
TCGA-D8-A27T-01A 53 years, female, white, stage:Stage IIIC, alive, 398 days 3072.8
TCGA-D8-A13Y-01A 52 years, female, white, stage:Stage IA, alive, 1728 days 3069.5
TCGA-E2-A156-01A 61 years, female, white, stage:Stage I, alive, 726 days 3060.3
TCGA-GM-A2DI-01A 52 years, female, white, stage:Stage I, alive, 2590 days 3054.4
TCGA-A8-A07R-01A 80 years, female, stage:Stage IIIC, alive, 273 days 3049.0
TCGA-AC-A3BB-01A 46 years, female, black or african american, stage:Stage IIIA, alive, 987 days 3045.2
TCGA-AR-A1AL-01A 60 years, female, white, stage:Stage IIIA, alive, 2971 days 3043.1
TCGA-BH-A0BP-01A 76 years, female, white, stage:Stage I, dead, 2296 days 3042.5
TCGA-AC-A7VB-01A 51 years, female, black or african american, stage:Stage IIA, alive, 250 days 3034.6
TCGA-BH-A18V-01A 48 years, female, white, stage:Stage IIB, dead, 1556 days 3034.3
TCGA-LL-A5YP-01A 49 years, female, black or african american, stage:Stage IIB, alive, 450 days 3031.8
TCGA-E9-A1RH-01A 63 years, female, white, stage:Stage IIA, alive, 1417 days 3029.0
TCGA-AO-A12A-01A 47 years, female, white, stage:Stage IIA, alive, 3112 days 3024.2
TCGA-AR-A0TR-01A 68 years, female, white, stage:Stage IIB, dead, 160 days 3024.1
TCGA-LL-A73Z-01A 55 years, female, black or african american, stage:Stage IV, dead, 227 days 3022.4
TCGA-AR-A1AY-01A 65 years, female, white, stage:Stage I, alive, 1026 days 3022.3
TCGA-A8-A06Y-01A 66 years, female, stage:Stage IIA, alive, 791 days 3015.0
TCGA-LL-A6FQ-01A 77 years, female, black or african american, stage:Stage IIIA, alive, 80 days 3013.6
TCGA-A7-A26E-01A 71 years, female, white, stage:Stage IIIA, alive, 954 days 3010.3
TCGA-AR-A2LN-01A 65 years, female, white, stage:Stage IIA, alive, 1161 days 3006.8
TCGA-D8-A1JL-01A 72 years, female, white, stage:Stage IIA, alive, 611 days 3003.5
TCGA-A8-A08B-01A 52 years, female, stage:Stage IIA, alive, 1156 days 3000.3
TCGA-E2-A14W-01A 78 years, male, white, stage:Stage IIA, alive, 974 days 3000.0
TCGA-AQ-A0Y5-01A 70 years, female, white, stage:Stage IIIA, dead, 172 days 2993.1
TCGA-AC-A2FG-01A 79 years, female, white, stage:Stage IIB, alive, 1853 days 2992.4
TCGA-LL-A9Q3-01A 69 years, female, white, stage:Stage IIIC, alive, 532 days 2985.8
TCGA-OL-A66K-01A 72 years, female, white, stage:Stage IIA, dead, 1275 days 2984.5
TCGA-C8-A1HF-01A 48 years, female, asian, stage:Stage IIA, alive, 332 days 2981.1
TCGA-GM-A2DN-01A 58 years, female, white, stage:Stage IIA, alive, 3091 days 2980.5
TCGA-AR-A0TY-01A 54 years, female, white, stage:Stage IIA, dead, 1699 days 2978.0
TCGA-LL-A7T0-01A 70 years, female, black or african american, stage:Stage IIB, alive, 376 days 2977.0
TCGA-B6-A0IH-01A 81 years, female, white, stage:Stage IIIA, dead, 2965 days 2975.3
TCGA-OL-A5RW-01A 40 years, female, black or african american, stage:Stage IIA, alive, 1106 days 2975.1
TCGA-LD-A74U-01A 79 years, female, white, stage:Stage IIIC, alive, 402 days 2974.4
TCGA-AR-A1AN-01A 46 years, female, white, stage:Stage IIA, alive, 2920 days 2972.6
TCGA-D8-A1JT-01A 70 years, female, white, stage:Stage IIA, alive, 405 days 2970.6
TCGA-AN-A0G0-01A 56 years, female, white, stage:Stage IIA, alive, 16 days 2967.0
TCGA-AC-A2FE-01A 62 years, female, white, stage:Stage IIIC, dead, 2636 days 2962.9
TCGA-A2-A0EW-01A 53 years, female, white, stage:Stage IIIC, dead, 1884 days 2956.6
TCGA-A8-A08Z-01A 76 years, female, stage:'--, alive, 1217 days 2956.4
TCGA-D8-A27L-01A 49 years, female, white, stage:Stage IIIA, alive, 499 days 2948.7
TCGA-C8-A3M7-01A 60 years, female, asian, stage:Stage IIIB, dead, 1034 days 2946.8
TCGA-E2-A1B6-01A 44 years, female, white, stage:Stage IIA, alive, 867 days 2946.2
TCGA-E2-A15G-01A 76 years, female, white, stage:Stage IIA, alive, 554 days 2942.9
TCGA-WT-AB41-01A 55 years, female, black or african american, stage:Stage IIB, alive, 1611 days 2932.2
TCGA-BH-A0H0-01A 69 years, female, white, stage:Stage IA, alive, 461 days 2919.5
TCGA-A8-A07P-01A 68 years, female, stage:Stage IIB, alive, 334 days 2918.0
TCGA-E2-A1BC-01A 63 years, female, stage:Stage IA, alive, 501 days 2914.4
TCGA-A8-A095-01A 45 years, female, stage:Stage I, alive, 1277 days 2914.2
TCGA-A8-A0A4-01A 73 years, female, stage:Stage IIA, alive, 396 days 2909.1
TCGA-BH-A0BD-01A 47 years, female, white, stage:Stage IIA, alive, 554 days 2908.0
TCGA-AO-A0JJ-01A 54 years, female, white, stage:Stage IIB, alive, 1887 days 2907.8
TCGA-E9-A1N6-01A 52 years, female, white, stage:Stage IIB, dead, 678 days 2907.6
TCGA-BH-A0EI-01A 51 years, female, white, stage:Stage IIA, alive, 1926 days 2906.1
TCGA-BH-A1FE-01A 31 years, female, white, stage:Stage IIB, dead, 2273 days 2899.9
TCGA-GM-A5PV-01A 63 years, female, white, stage:Stage IIB, alive, 412 days 2898.6
TCGA-E9-A227-01A 42 years, female, white, stage:Stage IIB, alive, 975 days 2896.1
TCGA-AC-A23G-01A 76 years, female, white, stage:Stage IIA, alive, 2248 days 2895.6
TCGA-A2-A0T1-01A 55 years, female, american indian or alaska native, stage:Stage IIIC, alive, 521 days 2891.7
TCGA-AO-A0JI-01A 56 years, female, white, stage:Stage IIA, alive, 1528 days 2889.1
TCGA-BH-A0HY-01A 60 years, female, white, stage:Stage I, alive, 1545 days 2887.8
TCGA-BH-A0BM-01A 54 years, female, white, stage:Stage IIB, alive, 1876 days 2881.2
TCGA-BH-A0H9-01A 69 years, female, white, stage:Stage IIA, alive, 1247 days 2878.2
TCGA-E9-A1R3-01A 70 years, female, white, stage:Stage IIIC, alive, 78 days 2877.1
TCGA-AO-A12F-01A 36 years, female, white, stage:Stage IIA, alive, 1842 days 2876.9
TCGA-E9-A1RG-01A 62 years, female, white, stage:Stage IIIA, alive, 647 days 2876.1
TCGA-E2-A1IH-01A 80 years, female, white, stage:Stage I, alive, 1026 days 2875.9
TCGA-AC-A3YJ-01A 66 years, female, white, stage:Stage IIA, alive, 754 days 2875.6
TCGA-C8-A1HO-01A 34 years, female, asian, stage:Stage IIIC, alive, 375 days 2874.2
TCGA-BH-A0HB-01A 55 years, female, white, stage:Stage IA, alive, 806 days 2873.6
TCGA-BH-A0HQ-01A 56 years, female, white, stage:Stage IIA, alive, 1121 days 2870.0
TCGA-GM-A2DO-01A 54 years, female, black or african american, stage:Stage I, alive, 2596 days 2868.5
TCGA-LL-A7SZ-01A 49 years, female, black or african american, stage:Stage IIB, alive, 594 days 2865.7
TCGA-E2-A15R-01A 64 years, female, white, stage:Stage IIA, alive, 1732 days 2856.3
TCGA-BH-A0E1-01A 52 years, female, white, stage:Stage IIB, alive, 477 days 2854.9
TCGA-E2-A15L-01A 65 years, female, black or african american, stage:Stage IIA, alive, 626 days 2851.1
TCGA-B6-A0I2-01A 45 years, female, white, stage:Stage IA, alive, 4361 days 2847.1
TCGA-B6-A0IP-01A 74 years, female, white, stage:Stage IA, dead, 3926 days 2842.0
TCGA-AN-A0FW-01A 67 years, female, white, stage:Stage IIIA, alive, 11 days 2841.8
TCGA-EW-A1PD-01A 61 years, male, white, stage:Stage IIA, alive, 424 days 2839.2
TCGA-BH-A0BJ-01A 41 years, female, white, stage:Stage IIB, alive, 660 days 2838.4
TCGA-AO-A12B-01A 63 years, female, white, stage:Stage IIA, alive, 2989 days 2833.1
TCGA-OL-A5RV-01A 43 years, female, black or african american, stage:Stage IIIC, alive, 1062 days 2829.4
TCGA-AR-A0TS-01A 46 years, female, white, stage:Stage IIB, alive, 2558 days 2825.0
TCGA-E2-A15O-01A 89 years, female, black or african american, stage:Stage I, alive, 289 days 2822.0
TCGA-A7-A3J0-01A 62 years, female, white, stage:Stage IIA, alive, 313 days 2814.0
TCGA-AC-A2B8-01A 84 years, female, white, stage:Stage IIB, alive, 677 days 2809.9
TCGA-OL-A97C-01A 67 years, female, black or african american, stage:Stage IIB, alive, 271 days 2802.2
TCGA-A7-A26J-01A 49 years, female, white, stage:Stage IIA, alive, 627 days 2802.2
TCGA-A8-A09N-01A 57 years, female, stage:Stage IIIC, alive, 31 days 2801.2
TCGA-AR-A1AS-01A 54 years, female, asian, stage:Stage IIB, alive, 1150 days 2800.0
TCGA-B6-A1KN-01A 57 years, female, white, stage:Stage IIIB, alive, 4233 days 2798.0
TCGA-A2-A0T2-01A 66 years, female, white, stage:Stage IV, dead, 255 days 2789.6
TCGA-D8-A27E-01A 66 years, female, white, stage:Stage IA, alive, 530 days 2788.4
TCGA-E2-A15T-01A 65 years, female, white, stage:Stage IIA, alive, 1563 days 2786.7
TCGA-A2-A04V-01A 39 years, female, white, stage:Stage IIA, dead, 1920 days 2782.3
TCGA-AO-A0J5-01A 48 years, female, white, stage:Stage IV, dead, 792 days 2782.2
TCGA-AN-A0FD-01A 71 years, female, white, stage:Stage IIA, alive, 196 days 2775.8
TCGA-AC-A62X-01A 72 years, female, black or african american, stage:Stage IIA, alive, 417 days 2772.2
TCGA-OL-A5RY-01A 52 years, female, black or african american, stage:Stage IIA, alive, 752 days 2766.6
TCGA-AQ-A04J-01A 45 years, female, white, stage:Stage IIA, alive, 819 days 2765.0
TCGA-D8-A142-01A 74 years, female, white, stage:Stage IIB, alive, 425 days 2751.5
TCGA-A8-A079-01A 69 years, female, stage:Stage IIIB, alive, 274 days 2749.0
TCGA-S3-A6ZG-01A 71 years, female, black or african american, stage:Stage IIB, alive, 562 days 2748.3
TCGA-5L-AAT0-01A 42 years, female, white, stage:Stage IIA, alive, 1477 days 2743.8
TCGA-BH-A8G0-01A 54 years, female, white, stage:Stage IIB, alive, 662 days 2739.8
TCGA-D8-A4Z1-01A 68 years, female, white, stage:Stage IA, alive, 659 days 2739.3
TCGA-EW-A1J2-01A 50 years, female, black or african american, stage:'--, alive, 403 days 2737.5
TCGA-E2-A150-01A 48 years, female, white, stage:Stage IIA, alive, 1935 days 2734.8
TCGA-BH-A0DV-01A 54 years, female, white, stage:Stage IIIA, alive, 2064 days 2732.9
TCGA-E2-A1L7-01A 40 years, female, white, stage:Stage IIIA, alive, 1836 days 2724.0
TCGA-PE-A5DC-01A 72 years, female, white, stage:Stage IIIA, dead, 1430 days 2723.5
TCGA-A2-A25B-01A 39 years, female, black or african american, stage:Stage IIB, alive, 1291 days 2718.1
TCGA-E9-A3QA-01A 33 years, female, white, stage:Stage IIA, alive, 918 days 2714.9
TCGA-E2-A15I-01A 44 years, female, white, stage:Stage IIA, alive, 1692 days 2710.9
TCGA-BH-A0DL-01A 64 years, female, white, stage:Stage IIA, alive, 2381 days 2707.9
TCGA-E2-A105-01A 79 years, female, white, stage:Stage IIA, alive, 1308 days 2705.5
TCGA-A2-A0T4-01A 62 years, female, white, stage:Stage IIA, alive, 624 days 2703.4
TCGA-5L-AAT1-01A 63 years, female, white, stage:Stage IV, alive, 1471 days 2701.1
TCGA-BH-A18J-01A 56 years, female, white, stage:Stage IV, dead, 612 days 2700.1
TCGA-AN-A0XL-01A 61 years, female, white, stage:Stage IIA, alive, 163 days 2700.0
TCGA-D8-A1JI-01A 54 years, female, white, stage:Stage IIA, alive, 577 days 2699.4
TCGA-LD-A9QF-01A 73 years, female, black or african american, stage:Stage IA, alive, 323 days 2696.4
TCGA-BH-A0HK-01A 81 years, female, white, stage:Stage IIB, alive, 178 days 2695.3
TCGA-AN-A0FK-01A 88 years, female, white, stage:Stage IIIB, alive, 213 days 2690.9
TCGA-LD-A7W6-01A 54 years, female, white, stage:Stage IIB, alive, 404 days 2690.6
TCGA-AR-A2LM-01A 49 years, female, white, stage:Stage II, alive, 1935 days 2689.2
TCGA-E2-A1IK-01A 71 years, female, white, stage:Stage IIA, alive, 1800 days 2682.6
TCGA-B6-A0X4-01A 62 years, female, white, stage:Stage IIB, dead, 860 days 2682.6
TCGA-AR-A2LH-01A 55 years, female, white, stage:Stage III, dead, 616 days 2681.6
TCGA-AR-A1AM-01A 52 years, female, white, stage:Stage IIIA, alive, 2991 days 2676.8
TCGA-4H-AAAK-01A 50 years, female, white, stage:Stage IIIA, alive, 348 days 2672.4
TCGA-AN-A046-01A 68 years, female, white, stage:Stage IIA, alive, 10 days 2672.0
TCGA-E9-A1QZ-01A 61 years, female, white, stage:Stage IIA, alive, 755 days 2670.0
TCGA-E9-A1NC-01A 61 years, female, white, stage:Stage IIB, alive, 1203 days 2667.9
TCGA-B6-A40C-01A 51 years, female, white, stage:Stage IIB, alive, 2164 days 2667.5
TCGA-E2-A10F-01A 47 years, female, white, stage:Stage IIA, alive, 878 days 2666.3
TCGA-D8-A1JF-01A 79 years, female, white, stage:Stage IIIA, alive, 366 days 2664.5
TCGA-D8-A73X-01A 53 years, female, white, stage:Stage IIA, alive, 767 days 2662.0
TCGA-E9-A2JT-01A 63 years, female, white, stage:Stage IIA, alive, 288 days 2659.4
TCGA-AR-A24R-01A 45 years, female, white, stage:Stage IIIA, alive, 3430 days 2655.9
TCGA-E9-A1R0-01A 58 years, female, white, stage:Stage IIA, alive, 860 days 2650.1
TCGA-A2-A0EY-01A 62 years, female, white, stage:Stage IIB, alive, 1925 days 2644.3
TCGA-B6-A0X1-01A 48 years, female, white, stage:'--, dead, 7455 days 2641.7
TCGA-E2-A14T-01A 52 years, female, white, stage:Stage IIA, alive, 2311 days 2639.9
TCGA-A2-A0CR-01A 54 years, female, asian, stage:Stage IIB, alive, 3283 days 2639.2
TCGA-A8-A0AD-01A 83 years, female, stage:Stage I, alive, 1157 days 2634.6
TCGA-D8-A27P-01A 64 years, female, white, stage:Stage IA, alive, 49 days 2629.1
TCGA-GM-A3XN-01A 44 years, female, white, stage:Stage IIIA, alive, 2019 days 2626.9
TCGA-AC-A3W7-01A 66 years, female, white, stage:Stage IIB, alive, 471 days 2625.8
TCGA-E2-A572-01A 72 years, female, black or african american, stage:Stage IIIA, alive, 1208 days 2624.1
TCGA-C8-A1HM-01A 74 years, female, asian, stage:Stage IIA, alive, 375 days 2621.4
TCGA-B6-A0I8-01A 46 years, female, white, stage:Stage X, dead, 749 days 2620.3
TCGA-A8-A08R-01A 52 years, female, stage:Stage IIB, alive, 30 days 2608.2
TCGA-E9-A22E-01A 56 years, female, white, stage:Stage IIIA, alive, 1269 days 2607.2
TCGA-OK-A5Q2-01A 59 years, female, stage:Stage II, alive, 64 days 2607.1
TCGA-A8-A09V-01A 51 years, female, stage:Stage IIA, alive, 457 days 2603.8
TCGA-BH-A1FH-01A 47 years, female, white, stage:Stage IV, dead, 1034 days 2603.0
TCGA-BH-A0B6-01A 47 years, female, white, stage:Stage I, alive, 2483 days 2600.5
TCGA-A8-A07S-01A 73 years, female, stage:Stage IIA, alive, 243 days 2596.0
TCGA-E2-A15H-01A 38 years, female, white, stage:Stage IIA, alive, 393 days 2593.3
TCGA-C8-A1HI-01A 40 years, female, asian, stage:Stage IIIA, alive, 343 days 2590.8
TCGA-A2-A3XW-01A 42 years, female, black or african american, stage:Stage IIB, alive, 1712 days 2589.5
TCGA-A2-A0SX-01A 48 years, female, white, stage:Stage IA, alive, 1534 days 2588.8
TCGA-S3-A6ZF-01A 64 years, female, black or african american, stage:Stage IIA, alive, 572 days 2585.0
TCGA-BH-A0BC-01A 60 years, female, white, stage:Stage IIIC, alive, 974 days 2584.4
TCGA-AO-A0J2-01A 41 years, female, white, stage:Stage IA, alive, 997 days 2583.2
TCGA-AO-A124-01A 38 years, female, white, stage:Stage IIA, alive, 3506 days 2579.9
TCGA-A7-A4SE-01A 54 years, female, black or african american, stage:Stage IIA, alive, 644 days 2578.4
TCGA-A7-A13D-01A 46 years, female, black or african american, stage:Stage IIA, alive, 965 days 2573.8
TCGA-AO-A0JC-01A 64 years, female, white, stage:Stage IIA, alive, 1547 days 2572.4
TCGA-B6-A40B-01A 76 years, female, white, stage:Stage I, alive, 3152 days 2572.2
TCGA-BH-A18M-01A 39 years, female, white, stage:Stage IIIA, dead, 2207 days 2571.9
TCGA-A2-A25E-01A 34 years, female, black or african american, stage:Stage IIIA, alive, 3204 days 2569.3
TCGA-AR-A24M-01A 38 years, female, white, stage:Stage IIIA, alive, 3660 days 2562.0
TCGA-AC-A4ZE-01A 63 years, female, white, stage:Stage IIB, alive, 890 days 2561.1
TCGA-D8-A1JA-01A 60 years, female, white, stage:'--, alive, 502 days 2558.7
TCGA-C8-A12V-01A 55 years, female, asian, stage:Stage IIA, alive, 385 days 2558.2
TCGA-AC-A2FO-01A 65 years, female, white, stage:Stage IIB, alive, 2255 days 2554.1
TCGA-E2-A15S-01A 34 years, female, white, stage:Stage IIB, alive, 428 days 2553.8
TCGA-D8-A3Z5-01A 54 years, female, white, stage:Stage IIIC, alive, 1015 days 2553.8
TCGA-B6-A0IQ-01A 40 years, female, white, stage:Stage IIIA, alive, 4285 days 2552.6
TCGA-D8-A1XJ-01A 76 years, female, white, stage:Stage IIIA, alive, 664 days 2548.4
TCGA-A2-A0YK-01A 61 years, female, white, stage:Stage IIA, alive, 588 days 2548.3
TCGA-A7-A3IZ-01A 62 years, female, white, stage:Stage IIA, alive, 322 days 2547.8
TCGA-OL-A6VQ-01A 49 years, female, white, stage:Stage IIA, alive, 600 days 2547.7
TCGA-A8-A08O-01A 45 years, female, stage:Stage IV, alive, 943 days 2544.6
TCGA-A8-A082-01A 58 years, female, stage:Stage IIB, alive, 549 days 2540.5
TCGA-A8-A07E-01A 81 years, female, stage:Stage X, alive, 608 days 2534.2
TCGA-E9-A1NF-01A 60 years, female, white, stage:Stage IIA, dead, 1072 days 2533.4
TCGA-AR-A2LQ-01A 59 years, female, white, stage:Stage IIB, alive, 1233 days 2526.5
TCGA-A1-A0SO-01A 67 years, female, white, stage:Stage IIB, alive, 852 days 2525.7
TCGA-D8-A1XR-01A 56 years, female, white, stage:Stage IIB, alive, 482 days 2524.6
TCGA-AR-A1AQ-01A 49 years, female, white, stage:Stage IIA, alive, 3021 days 2518.9
TCGA-5T-A9QA-01A 52 years, female, black or african american, stage:Stage IIA, alive, 303 days 2518.1
TCGA-AC-A2FB-01A 65 years, female, white, stage:Stage IIA, alive, 1234 days 2514.9
TCGA-E9-A1R6-01A 63 years, female, white, stage:Stage IIA, alive, 339 days 2512.6
TCGA-A7-A2KD-01A 53 years, female, black or african american, stage:Stage IIIA, alive, 679 days 2512.5
TCGA-C8-A12U-01A 46 years, female, asian, stage:Stage IIB, alive, 385 days 2512.1
TCGA-BH-A201-01A 64 years, female, white, stage:Stage IA, alive, 856 days 2511.9
TCGA-EW-A1IX-01A 48 years, female, asian, stage:Stage IIA, alive, 1208 days 2499.6
TCGA-OL-A66J-01A 80 years, female, white, stage:Stage I, alive, 1996 days 2499.5
TCGA-E2-A1IU-01A 60 years, female, white, stage:Stage IA, alive, 337 days 2498.1
TCGA-AO-A0J8-01A 61 years, female, white, stage:Stage IIA, alive, 680 days 2497.6
TCGA-D8-A1XU-01A 56 years, female, white, stage:Stage IA, alive, 395 days 2494.3
TCGA-B6-A0IK-01A 63 years, female, white, stage:Stage IIIB, dead, 571 days 2494.3
TCGA-S3-AA11-01A 67 years, female, black or african american, stage:Stage IIA, alive, 421 days 2491.4
TCGA-AR-A24N-01A 54 years, female, white, stage:Stage I, alive, 3035 days 2491.3
TCGA-BH-A0BZ-01A 59 years, female, white, stage:Stage IIIA, alive, 2255 days 2489.1
TCGA-E9-A1N3-01A 70 years, female, white, stage:Stage IIIA, alive, 1059 days 2487.1
TCGA-E2-A3DX-01A 43 years, female, white, stage:Stage IIIC, alive, 1325 days 2487.0
TCGA-A2-A0EM-01A 73 years, female, white, stage:Stage IA, alive, 3094 days 2484.6
TCGA-A2-A0T3-01A 37 years, female, white, stage:Stage IB, alive, 1516 days 2484.5
TCGA-D8-A1JH-01A 56 years, female, white, stage:Stage IA, alive, 426 days 2476.2
TCGA-C8-A132-01A 56 years, female, asian, stage:Stage IIB, alive, 383 days 2474.5
TCGA-AN-A0XV-01A 67 years, female, white, stage:Stage IIIA, alive, 162 days 2460.4
TCGA-A8-A09K-01A 68 years, female, stage:Stage IIA, alive, 912 days 2452.0
TCGA-B6-A401-01A 47 years, female, black or african american, stage:Stage IIA, alive, 2596 days 2447.2
TCGA-A8-A0A1-01A 84 years, female, stage:Stage IIA, alive, 365 days 2445.5
TCGA-BH-A0H5-01A 45 years, female, white, stage:Stage I, alive, 1620 days 2444.3
TCGA-BH-A0HF-01A 77 years, female, white, stage:Stage IA, alive, 727 days 2443.1
TCGA-BH-A18G-01A 81 years, female, white, stage:Stage IA, alive, 149 days 2441.0
TCGA-AR-A5QQ-01A 68 years, female, white, stage:Stage IIIA, dead, 322 days 2436.3
TCGA-E9-A1NI-01A 51 years, female, white, stage:Stage IIA, alive, 300 days 2435.8
TCGA-OL-A66L-01A 71 years, female, black or african american, stage:Stage IA, alive, 1301 days 2434.9
TCGA-AO-A0JL-01A 59 years, female, white, stage:Stage IIIA, alive, 1683 days 2434.7
TCGA-A2-A3KC-01A 55 years, female, black or african american, stage:Stage IIB, alive, 1102 days 2431.6
TCGA-A2-A0EP-01A 56 years, female, white, stage:Stage I, alive, 3603 days 2426.3
TCGA-A8-A06T-01A 75 years, female, stage:Stage IIIA, alive, 1614 days 2421.4
TCGA-B6-A0IG-01A 50 years, female, white, stage:Stage IIB, dead, 4456 days 2419.7
TCGA-MS-A51U-01A 44 years, female, white, stage:Stage IIB, alive, 681 days 2419.6
TCGA-EW-A1P7-01A 59 years, female, white, stage:Stage IIA, alive, 915 days 2417.7
TCGA-E2-A10E-01A 64 years, female, white, stage:Stage IIA, alive, 865 days 2416.6
TCGA-BH-A1F0-01A 80 years, female, white, stage:Stage IIA, dead, 785 days 2412.4
TCGA-AN-A0XT-01A 54 years, female, white, stage:Stage IIIA, alive, 10 days 2409.6
TCGA-A2-A04W-01A 50 years, female, white, stage:Stage IIB, alive, 3102 days 2407.1
TCGA-D8-A1JB-01A 54 years, female, white, stage:Stage IIB, alive, 1688 days 2405.7
TCGA-E9-A1NA-01A 58 years, female, white, stage:Stage IIA, alive, 1112 days 2405.6
TCGA-BH-A18P-01A 60 years, female, white, stage:Stage I, dead, 921 days 2405.3
TCGA-AR-A24H-01A 65 years, female, white, stage:Stage IIA, alive, 4894 days 2405.1
TCGA-E9-A1N8-01A 48 years, female, white, stage:Stage IIA, alive, 1039 days 2404.8
TCGA-AC-A3TN-01A 75 years, female, white, stage:Stage IIB, alive, 456 days 2403.7
TCGA-B6-A0WV-01A 67 years, female, white, stage:Stage IIB, dead, 2417 days 2402.9
TCGA-B6-A0RG-01A 26 years, female, white, stage:Stage IIB, alive, 2082 days 2402.0
TCGA-BH-A18F-01A 50 years, female, white, stage:Stage IIA, alive, 1001 days 2399.2
TCGA-OL-A66H-01A 74 years, female, black or african american, stage:Stage IB, alive, 812 days 2396.6
TCGA-BH-A5IZ-01A 51 years, female, black or african american, stage:Stage IIB, alive, 567 days 2395.9
TCGA-LL-A50Y-01A 84 years, female, white, stage:Stage IIA, alive, 762 days 2394.2
TCGA-LL-A6FR-01A 50 years, female, black or african american, stage:Stage IIA, alive, 489 days 2391.2
TCGA-E9-A5UP-01A 63 years, female, white, stage:Stage IIA, alive, 803 days 2390.6
TCGA-AR-A1AO-01A 47 years, female, white, stage:Stage IIA, alive, 2618 days 2390.5
TCGA-A8-A06R-01A 69 years, female, stage:Stage IIB, alive, 547 days 2387.2
TCGA-A1-A0SJ-01A 39 years, female, black or african american, stage:Stage IIIA, alive, 416 days 2384.9
TCGA-GM-A3NW-01A 63 years, female, white, stage:Stage IIA, alive, 3361 days 2384.9
TCGA-A8-A0A7-01A 57 years, female, stage:Stage IIB, alive, 30 days 2383.5
TCGA-B6-A2IU-01A 62 years, female, white, stage:Stage IIA, alive, 5176 days 2376.9
TCGA-AR-A1AT-01A 62 years, female, white, stage:Stage IIA, dead, 1272 days 2376.5
TCGA-B6-A0RP-01A 73 years, female, white, stage:'--, dead, 3126 days 2373.4
TCGA-BH-A1EW-01A 38 years, female, white, stage:Stage IIA, dead, 1694 days 2363.4
TCGA-AO-A0JG-01A 49 years, female, white, stage:Stage IIIA, alive, 798 days 2357.2
TCGA-BH-A1F2-01A 53 years, female, white, stage:Stage IIIB, dead, 959 days 2354.2
TCGA-BH-A0BO-01A 54 years, female, white, stage:Stage I, alive, 2197 days 2353.8
TCGA-A2-A0YI-01A 62 years, female, white, stage:Stage I, alive, 1505 days 2345.4
TCGA-A8-A08A-01A 89 years, female, stage:Stage I, alive, 30 days 2341.7
TCGA-A2-A0CU-01A 73 years, female, white, stage:Stage IIA, dead, 158 days 2340.4
TCGA-C8-A134-01A 52 years, female, asian, stage:Stage IIA, alive, 383 days 2337.4
TCGA-AO-A0JF-01A 68 years, female, white, stage:Stage IIA, alive, 1980 days 2335.3
TCGA-AO-A03L-01A 34 years, female, asian, stage:Stage IIIA, alive, 2442 days 2330.8
TCGA-A7-A0CE-01A 57 years, female, white, stage:Stage IIA, alive, 1074 days 2329.5
TCGA-A8-A09A-01A 40 years, female, stage:Stage X, alive, 304 days 2325.0
TCGA-BH-A0DI-01A 63 years, female, white, stage:Stage IIB, alive, 912 days 2324.4
TCGA-A8-A09B-01A 58 years, female, stage:Stage IIIB, alive, 365 days 2324.2
TCGA-E9-A1NG-01A 62 years, female, white, stage:Stage IIA, dead, 786 days 2319.7
TCGA-E9-A1NE-01A 28 years, female, white, stage:Stage IIB, alive, 1088 days 2315.0
TCGA-A7-A4SC-01A 62 years, female, white, stage:Stage IIB, alive, 446 days 2314.3
TCGA-A2-A3XX-01A 49 years, female, black or african american, stage:Stage IIA, dead, 1439 days 2313.6
TCGA-A1-A0SD-01A 59 years, female, white, stage:Stage IIA, alive, 437 days 2311.8
TCGA-E9-A5FL-01A 65 years, female, white, stage:Stage IIB, alive, 24 days 2300.5
TCGA-B6-A0IJ-01A 42 years, female, black or african american, stage:Stage IIB, alive, 7106 days 2295.4
TCGA-AR-A0U4-01A 54 years, female, white, stage:Stage IIA, alive, 3261 days 2294.3
TCGA-E9-A1N5-01A 45 years, female, white, stage:Stage IIB, alive, 1120 days 2289.8
TCGA-AN-A0FL-01A 62 years, female, white, stage:Stage IIA, alive, 231 days 2289.3
TCGA-E9-A247-01A 59 years, female, white, stage:Stage IA, alive, 1186 days 2289.3
TCGA-AO-A03V-01A 41 years, female, white, stage:Stage I, alive, 1351 days 2286.7
TCGA-E9-A1RF-01A 68 years, female, white, stage:Stage IIIA, alive, 200 days 2283.2
TCGA-E2-A14Q-01A 50 years, female, white, stage:Stage IIB, alive, 1163 days 2279.0
TCGA-A8-A08I-01A 53 years, female, stage:Stage IIA, alive, 365 days 2277.8
TCGA-BH-A1FD-01A 68 years, female, white, stage:Stage I, dead, 1009 days 2276.2
TCGA-C8-A26X-01A 58 years, female, asian, stage:Stage IIA, alive, 376 days 2274.6
TCGA-E2-A155-01A 58 years, female, white, stage:Stage IIB, alive, 640 days 2273.5
TCGA-BH-A0HI-01A 78 years, female, white, stage:Stage IA, alive, 620 days 2273.1
TCGA-E9-A22A-01A 74 years, female, white, stage:Stage IIA, alive, 1189 days 2266.4
TCGA-E9-A1NH-01A 71 years, female, white, stage:Stage IIB, alive, 576 days 2264.4
TCGA-BH-A8FY-01A 87 years, female, white, stage:Stage IA, dead, 295 days 2263.4
TCGA-AO-A12H-01A 69 years, female, black or african american, stage:Stage IIA, alive, 1234 days 2258.3
TCGA-E2-A1IO-01A 37 years, female, white, stage:Stage I, alive, 1855 days 2258.1
TCGA-A7-A0CJ-01A 57 years, female, white, stage:Stage IIA, alive, 931 days 2253.1
TCGA-AC-A2QI-01A 76 years, female, white, stage:Stage IIIA, alive, 588 days 2251.4
TCGA-GM-A2DH-01A 58 years, female, white, stage:Stage I, alive, 2193 days 2250.9
TCGA-AN-A04D-01A 58 years, female, white, stage:Stage IIB, alive, 52 days 2244.4
TCGA-BH-A0BT-01A 56 years, female, white, stage:Stage IIA, alive, 2365 days 2235.0
TCGA-BH-A18S-01A 79 years, female, white, stage:Stage I, dead, 2009 days 2230.8
TCGA-B6-A0RL-01A 60 years, female, black or african american, stage:Stage IIA, dead, 2469 days 2229.8
TCGA-3C-AALJ-01A 62 years, female, black or african american, stage:Stage IIB, alive, 1474 days 2222.6
TCGA-E2-A1LG-01A 50 years, female, black or african american, stage:Stage IIA, alive, 1523 days 2222.4
TCGA-GM-A2DL-01A 50 years, female, white, stage:Stage I, alive, 3519 days 2219.5
TCGA-E2-A152-01A 56 years, female, white, stage:Stage I, alive, 2128 days 2213.5
TCGA-A2-A3XZ-01A 46 years, female, black or african american, stage:Stage I, alive, 1532 days 2210.2
TCGA-A8-A09M-01A 75 years, female, stage:Stage IIIC, alive, 1006 days 2208.9
TCGA-E2-A1B4-01A 74 years, female, white, stage:Stage IIIA, dead, 1004 days 2206.5
TCGA-A8-A07J-01A 35 years, female, stage:Stage IIB, alive, 365 days 2205.6
TCGA-LL-A440-01A 61 years, female, white, stage:Stage IA, alive, 759 days 2204.3
TCGA-D8-A27H-01A 72 years, female, white, stage:Stage IIA, alive, 397 days 2201.7
TCGA-C8-A8HR-01A 49 years, female, asian, stage:Stage IIIA, alive, 408 days 2201.6
TCGA-XX-A89A-01A 68 years, female, white, stage:Stage IIB, alive, 488 days 2200.5
TCGA-C8-A26W-01A 58 years, female, asian, stage:Stage IIB, alive, 381 days 2197.1
TCGA-AR-A251-01A 51 years, female, white, stage:Stage IIIA, alive, 3030 days 2191.1
TCGA-S3-AA14-01A 47 years, female, black or african american, stage:Stage I, alive, 529 days 2190.2
TCGA-AN-A0FN-01A 61 years, female, white, stage:Stage IA, alive, 218 days 2186.2
TCGA-A2-A4RW-01A 49 years, female, white, stage:Stage IIIC, alive, 222 days 2186.2
TCGA-E2-A106-01A 34 years, female, asian, stage:Stage IB, alive, 2541 days 2185.0
TCGA-BH-A0GY-01A 67 years, female, white, stage:Stage IIA, alive, 923 days 2181.7
TCGA-C8-A274-01A 63 years, female, asian, stage:Stage IIA, alive, 508 days 2180.5
TCGA-BH-A0BL-01A 35 years, female, white, stage:Stage I, alive, 2278 days 2177.6
TCGA-A8-A06X-01A 77 years, female, stage:Stage IIB, dead, 943 days 2176.5
TCGA-B6-A408-01A 55 years, female, black or african american, stage:Stage IIIC, alive, 2072 days 2171.5
TCGA-A7-A3RF-01A 79 years, female, white, stage:Stage IIA, alive, 408 days 2171.3
TCGA-E2-A109-01A 64 years, female, white, stage:Stage IIA, alive, 1417 days 2168.4
TCGA-A2-A0YF-01A 67 years, female, black or african american, stage:Stage I, alive, 1535 days 2168.4
TCGA-A8-A097-01A 65 years, female, stage:Stage IIB, alive, 365 days 2165.2
TCGA-D8-A1XD-01A 36 years, female, white, stage:Stage IIIA, alive, 522 days 2159.9
TCGA-A8-A0A6-01A 64 years, female, stage:Stage IIIC, alive, 640 days 2156.9
TCGA-AO-A1KR-01A 51 years, female, white, stage:Stage IIA, alive, 2513 days 2156.3
TCGA-A7-A4SA-01A 40 years, female, white, stage:Stage IIB, alive, 454 days 2152.9
TCGA-AR-A24Z-01A 57 years, female, white, stage:Stage IIA, alive, 3001 days 2150.4
TCGA-BH-A1FR-01A 73 years, female, white, stage:Stage IIIB, dead, 1642 days 2146.6
TCGA-BH-A0EB-01A 69 years, female, white, stage:Stage IA, alive, 745 days 2145.7
TCGA-AR-A1AI-01A 47 years, female, white, stage:Stage IIA, alive, 3296 days 2143.9
TCGA-BH-A0B7-01A 42 years, female, white, stage:Stage IIB, alive, 2559 days 2140.0
TCGA-A8-A09E-01A 73 years, female, stage:Stage IIIB, alive, 1492 days 2138.0
TCGA-E9-A1RI-01A 43 years, female, white, stage:Stage IIIA, alive, 1449 days 2137.1
TCGA-E2-A1IJ-01A 57 years, female, white, stage:Stage I, alive, 865 days 2135.6
TCGA-BH-A0E6-01A 69 years, female, white, stage:Stage IA, alive, 293 days 2135.4
TCGA-A2-A04R-01A 36 years, female, black or african american, stage:Stage IA, alive, 3709 days 2130.2
TCGA-AN-A04A-01A 36 years, female, white, stage:Stage IIIA, alive, 90 days 2128.9
TCGA-C8-A27A-01A 48 years, female, asian, stage:Stage IIB, alive, 747 days 2128.0
TCGA-AO-A0JM-01A 40 years, female, stage:Stage IIB, alive, 2184 days 2124.5
TCGA-AC-A5XS-01A 74 years, female, white, stage:Stage IIA, alive, 588 days 2120.6
TCGA-EW-A1OV-01A 56 years, female, white, stage:Stage IIB, alive, 789 days 2114.5
TCGA-A8-A08X-01A 43 years, female, stage:Stage IIIC, alive, 1308 days 2109.8
TCGA-AC-A2BM-01A 41 years, female, black or african american, stage:Stage IIB, alive, 3022 days 2108.0
TCGA-AC-A3EH-01A 79 years, female, white, stage:Stage IIIC, dead, 197 days 2107.4
TCGA-AR-A5QM-01A 62 years, female, white, stage:Stage IIA, alive, 2231 days 2103.4
TCGA-EW-A1OW-01A 58 years, female, black or african american, stage:Stage IIA, alive, 694 days 2093.7
TCGA-A2-A0ST-01A 62 years, female, white, stage:Stage IIA, alive, 3017 days 2093.0
TCGA-D8-A27G-01A 75 years, female, white, stage:Stage IIA, alive, 409 days 2090.3
TCGA-A7-A13F-01A 44 years, female, white, stage:Stage IIIA, alive, 765 days 2089.6
TCGA-D8-A145-01A 80 years, female, white, stage:Stage IIA, alive, 410 days 2086.4
TCGA-A8-A08F-01A 59 years, female, stage:Stage IIIC, alive, 1004 days 2085.6
TCGA-EW-A2FV-01A 39 years, female, white, stage:Stage IIIC, alive, 788 days 2083.3
TCGA-BH-A0HN-01A 67 years, female, white, stage:Stage IA, alive, 516 days 2080.8
TCGA-A7-A0CH-01A 79 years, female, white, stage:Stage IIA, alive, 1079 days 2078.8
TCGA-BH-A1ET-01A 55 years, female, white, stage:Stage I, dead, 2520 days 2077.7
TCGA-BH-A0AW-01A 56 years, female, white, stage:Stage IIA, alive, 622 days 2073.3
TCGA-AR-A252-01A 50 years, female, white, stage:Stage I, alive, 2838 days 2066.4
TCGA-AN-A03X-01A 74 years, female, white, stage:Stage IIA, alive, 10 days 2064.5
TCGA-BH-A208-01A 48 years, female, white, stage:Stage IIB, dead, 1759 days 2060.6
TCGA-EW-A1J3-01A 61 years, female, white, stage:Stage IA, alive, 504 days 2060.1
TCGA-AC-A6IX-01A 49 years, female, white, stage:Stage IIIC, alive, 373 days 2059.5
TCGA-A8-A09I-01A 84 years, female, stage:Stage IIA, alive, 1371 days 2057.6
TCGA-B6-A0WS-01A 58 years, female, black or african american, stage:Stage X, dead, 2965 days 2054.1
TCGA-D8-A1XM-01A 57 years, female, white, stage:Stage IA, alive, 538 days 2053.4
TCGA-AR-A1AW-01A 65 years, female, white, stage:Stage IIA, alive, 2632 days 2051.9
TCGA-AC-A6IV-01A 47 years, female, white, stage:Stage IIB, alive, 568 days 2051.3
TCGA-A8-A099-01A 76 years, female, stage:Stage X, alive, 304 days 2047.7
TCGA-A2-A0YG-01A 63 years, female, white, stage:Stage IIIC, alive, 666 days 2040.6
TCGA-D8-A143-01A 51 years, female, white, stage:Stage IIA, alive, 431 days 2039.9
TCGA-D8-A27M-01A 59 years, female, white, stage:Stage IA, alive, 410 days 2038.4
TCGA-E2-A1IF-01A 74 years, female, white, stage:Stage I, alive, 1138 days 2036.3
TCGA-D8-A140-01A 62 years, female, white, stage:Stage IIB, alive, 403 days 2035.3
TCGA-EW-A6SD-01A 32 years, female, black or african american, stage:Stage IIB, alive, 1010 days 2030.3
TCGA-E2-A1L9-01A 40 years, female, white, stage:Stage IIA, alive, 598 days 2028.9
TCGA-E2-A570-01A 47 years, female, black or african american, stage:Stage IB, alive, 931 days 2027.4
TCGA-AN-A0XU-01A 54 years, female, white, stage:Stage IIA, alive, 10 days 2027.0
TCGA-BH-A0B0-01A 56 years, female, black or african american, stage:Stage I, alive, 2477 days 2022.6
TCGA-E9-A245-01A 47 years, female, white, stage:Stage IIB, dead, 26 days 2016.8
TCGA-GM-A2D9-01A 69 years, female, white, stage:Stage I, dead, 1812 days 2012.9
TCGA-A2-A0CO-01A 85 years, female, white, stage:Stage IIB, dead, 1468 days 2012.4
TCGA-AO-A0JD-01A 59 years, female, white, stage:Stage IIIA, alive, 2190 days 2008.2
TCGA-BH-A0AZ-01A 47 years, female, white, stage:Stage IIIA, alive, 1919 days 2007.3
TCGA-AR-A0TX-01A 64 years, female, stage:Stage IIA, alive, 1972 days 2004.1
TCGA-A1-A0SM-01A 77 years, male, white, stage:Stage IIA, alive, 242 days 2003.2
TCGA-AO-A0J3-01A 67 years, female, white, stage:Stage IIB, alive, 651 days 2001.0
TCGA-E2-A1LS-01A 46 years, female, white, stage:Stage IA, alive, 1604 days 1999.7
TCGA-D8-A27N-01A 36 years, female, white, stage:Stage IIIA, alive, 519 days 1999.5
TCGA-AR-A1AK-01A 70 years, female, white, stage:Stage I, alive, 3159 days 1997.0
TCGA-E2-A1IL-01A 78 years, female, white, stage:Stage IIA, alive, 118 days 1993.0
TCGA-PL-A8LX-01A 35 years, female, black or african american, stage:Stage IV, alive, 5 days 1991.2
TCGA-A2-A0CL-01A 37 years, female, black or african american, stage:Stage IIIA, alive, 3015 days 1988.7
TCGA-BH-A203-01A 78 years, female, white, stage:Stage IIB, dead, 1174 days 1988.5
TCGA-A2-A0CM-01A 40 years, female, black or african american, stage:Stage IIA, dead, 754 days 1983.1
TCGA-AR-A0TW-01A 50 years, female, white, stage:Stage IIIA, alive, 3009 days 1979.3
TCGA-LL-A441-01A 62 years, female, black or african american, stage:Stage IA, alive, 996 days 1978.1
TCGA-A2-A4S0-01A 77 years, female, white, stage:Stage IIA, alive, 706 days 1975.8
TCGA-A1-A0SH-01A 39 years, female, white, stage:Stage IIA, alive, 1437 days 1972.6
TCGA-AR-A0TZ-01A 43 years, female, white, stage:'--, dead, 3262 days 1968.7
TCGA-B6-A0I9-01A 62 years, female, white, stage:Stage IV, dead, 362 days 1967.9
TCGA-LL-A5YM-01A 88 years, female, black or african american, stage:Stage IIIB, alive, 394 days 1964.2
TCGA-D8-A1J9-01A 48 years, female, white, stage:Stage IA, alive, 532 days 1962.7
TCGA-AC-A5EH-01A 76 years, female, black or african american, stage:Stage IIB, alive, 511 days 1962.2
TCGA-AO-A12E-01A 51 years, female, white, stage:Stage IIB, alive, 2142 days 1961.8
TCGA-BH-A18H-01A 63 years, female, white, stage:Stage IA, alive, 652 days 1961.7
TCGA-E2-A1II-01A 51 years, female, white, stage:Stage I, alive, 1025 days 1956.8
TCGA-GM-A2DF-01A 53 years, female, black or african american, stage:Stage IIA, alive, 2155 days 1955.7
TCGA-A2-A0YE-01A 48 years, female, white, stage:Stage IIB, alive, 554 days 1950.1
TCGA-E9-A1RD-01A 67 years, female, white, stage:Stage IIA, alive, 34 days 1949.9
TCGA-E9-A229-01A 37 years, female, white, stage:Stage IA, alive, 1148 days 1945.9
TCGA-A2-A0YD-01A 63 years, female, white, stage:Stage IIB, alive, 769 days 1935.7
TCGA-C8-A26Z-01A 59 years, female, asian, stage:Stage IIA, alive, 470 days 1929.9
TCGA-GM-A4E0-01A 67 years, female, white, stage:Stage IIIC, alive, 2191 days 1929.6
TCGA-BH-A0DQ-01A 42 years, female, white, stage:Stage IIB, alive, 98 days 1927.5
TCGA-E2-A1LB-01A 41 years, female, black or african american, stage:Stage IIB, alive, 2306 days 1927.3
TCGA-D8-A1XG-01A 86 years, female, white, stage:Stage IIIB, alive, 448 days 1919.9
TCGA-A2-A0CS-01A 73 years, female, white, stage:Stage IV, dead, 2348 days 1919.3
TCGA-LL-A442-01A 56 years, female, black or african american, stage:Stage IIA, alive, 889 days 1916.3
TCGA-A2-A04U-01A 47 years, female, white, stage:Stage IIA, alive, 2654 days 1915.7
TCGA-D8-A1JE-01A 62 years, female, white, stage:Stage IIA, alive, 575 days 1911.3
TCGA-E2-A15P-01A 61 years, female, white, stage:Stage IA, alive, 595 days 1908.3
TCGA-C8-A26V-01A 47 years, female, asian, stage:Stage IIIA, alive, 616 days 1905.5
TCGA-E2-A573-01A 48 years, female, black or african american, stage:Stage IA, alive, 1062 days 1903.3
TCGA-AO-A12D-01A 43 years, female, white, stage:Stage IIA, alive, 2515 days 1903.3
TCGA-E9-A22H-01A 42 years, female, white, stage:Stage IIB, alive, 1232 days 1903.3
TCGA-A8-A08G-01A 41 years, female, stage:Stage IIA, alive, 607 days 1900.8
TCGA-B6-A3ZX-01A 50 years, female, black or african american, stage:Stage IV, dead, 1152 days 1900.5
TCGA-B6-A0X5-01A 61 years, female, black or african american, stage:Stage IIB, dead, 2097 days 1898.7
TCGA-E2-A1IG-01A 45 years, female, white, stage:Stage IIB, alive, 2140 days 1894.4
TCGA-3C-AALK-01A 52 years, female, black or african american, stage:Stage IA, alive, 1448 days 1883.9
TCGA-EW-A1P4-01A 43 years, female, white, stage:Stage IIA, alive, 907 days 1883.1
TCGA-D8-A1XY-01A 74 years, female, white, stage:Stage IIA, alive, 503 days 1882.2
TCGA-BH-A18T-01A 70 years, female, white, stage:Stage IIA, dead, 224 days 1881.9
TCGA-E2-A1LL-01A 73 years, female, black or african american, stage:Stage IIIA, alive, 1309 days 1881.7
TCGA-BH-A5J0-01A 63 years, female, black or african american, stage:Stage IA, alive, 715 days 1878.9
TCGA-AO-A1KQ-01A 84 years, male, white, stage:Stage IIIB, alive, 1882 days 1877.4
TCGA-BH-A0C3-01A 47 years, female, white, stage:Stage I, alive, 2709 days 1877.2
TCGA-GM-A2DC-01A 57 years, female, white, stage:Stage IIA, alive, 2535 days 1871.4
TCGA-B6-A0RT-01A 39 years, female, white, stage:Stage IIIA, alive, 2721 days 1870.4
TCGA-D8-A1XA-01A 64 years, female, white, stage:Stage IA, alive, 839 days 1869.5
TCGA-AR-A0TT-01A 53 years, female, black or african american, stage:Stage IIIA, alive, 3316 days 1863.6
TCGA-S3-AA0Z-01A 63 years, female, black or african american, stage:Stage IIB, alive, 629 days 1862.6
TCGA-BH-A0B5-01A 40 years, female, white, stage:Stage IIIA, alive, 2136 days 1860.8
TCGA-BH-A0HL-01A 56 years, female, white, stage:Stage IIB, alive, 72 days 1860.1
TCGA-D8-A3Z6-01A 56 years, female, white, stage:Stage IIIC, alive, 563 days 1858.3
TCGA-AR-A0U0-01A 73 years, female, white, stage:Stage IIB, alive, 1988 days 1855.4
TCGA-E2-A15F-01A 64 years, female, white, stage:Stage I, alive, 658 days 1852.7
TCGA-BH-A6R9-01A 61 years, female, white, stage:Stage IIA, alive, 160 days 1852.3
TCGA-AC-A3HN-01A 87 years, female, white, stage:Stage IIB, alive, 496 days 1849.9
TCGA-A7-A13H-01A 61 years, female, white, stage:Stage IIB, alive, 899 days 1848.1
TCGA-AC-A8OS-01A 71 years, female, white, stage:Stage IIA, alive, 70 days 1845.5
TCGA-D8-A1X5-01A 81 years, female, white, stage:Stage IIIC, alive, 565 days 1842.9
TCGA-A7-A56D-01A 84 years, female, black or african american, stage:Stage IIA, alive, 448 days 1839.0
TCGA-EW-A2FW-01A 52 years, female, white, stage:Stage IIA, alive, 672 days 1838.2
TCGA-A2-A0CQ-01A 62 years, female, black or african american, stage:Stage IA, alive, 2695 days 1834.0
TCGA-AC-A5XU-01A 74 years, female, black or african american, stage:Stage IIB, alive, 455 days 1832.5
TCGA-BH-A0DG-01A 30 years, female, black or african american, stage:Stage IIA, alive, 2041 days 1830.4
TCGA-E2-A1IE-01A 61 years, female, white, stage:Stage IIB, alive, 2362 days 1830.0
TCGA-C8-A1HE-01A 59 years, female, asian, stage:Stage IIA, alive, 375 days 1829.8
TCGA-EW-A6SB-01A 62 years, female, black or african american, stage:Stage II, alive, 760 days 1826.9
TCGA-C8-A12Y-01A 44 years, female, asian, stage:Stage IIB, alive, 1476 days 1824.8
TCGA-EW-A6SC-01A 60 years, female, black or african american, stage:Stage IIA, alive, 952 days 1819.4
TCGA-JL-A3YW-01A 49 years, female, asian, stage:Stage IIB, alive, 360 days 1815.1
TCGA-BH-A0DE-01A 62 years, female, white, stage:Stage IIA, alive, 2372 days 1813.8
TCGA-C8-A278-01A 61 years, female, asian, stage:Stage IIIA, alive, 297 days 1807.5
TCGA-A2-A25C-01A 50 years, female, white, stage:Stage IIB, alive, 523 days 1804.8
TCGA-AO-A0JE-01A 53 years, female, black or african american, stage:Stage IIIA, alive, 2335 days 1803.4
TCGA-EW-A2FR-01A 59 years, female, black or african american, stage:Stage IIIC, alive, 1673 days 1801.7
TCGA-BH-A0BA-01A 51 years, female, white, stage:Stage IIIC, alive, 1132 days 1795.2
TCGA-D8-A1XV-01A 84 years, female, white, stage:Stage IIA, alive, 461 days 1793.6
TCGA-EW-A1PA-01A 59 years, female, white, stage:Stage IIB, alive, 575 days 1791.4
TCGA-OL-A66P-01A 75 years, female, black or african american, stage:Stage IIA, alive, 428 days 1790.4
TCGA-EW-A6S9-01A 34 years, female, black or african american, stage:Stage IIA, alive, 463 days 1784.0
TCGA-AR-A0U3-01A 59 years, female, white, stage:Stage IIB, alive, 4080 days 1784.0
TCGA-AR-A1AV-01A 68 years, male, white, stage:Stage IIB, alive, 1864 days 1782.5
TCGA-D8-A1XC-01A 85 years, female, white, stage:Stage IIIB, dead, 377 days 1782.3
TCGA-E9-A24A-01A 69 years, female, white, stage:Stage IIA, alive, 747 days 1780.6
TCGA-BH-A0B3-01A 53 years, female, white, stage:Stage IIB, alive, 1203 days 1777.8
TCGA-BH-A18R-01A 50 years, female, white, stage:Stage IIA, dead, 1142 days 1777.6
TCGA-A2-A0YT-01A 56 years, female, white, stage:Stage IIIB, dead, 723 days 1770.9
TCGA-C8-A273-01A 29 years, female, asian, stage:Stage IIB, alive, 513 days 1766.7
TCGA-E2-A10C-01A 54 years, female, white, stage:Stage IIB, alive, 1220 days 1758.3
TCGA-D8-A1X7-01A 40 years, female, white, stage:Stage IIA, alive, 509 days 1757.8
TCGA-E2-A159-01A 50 years, female, white, stage:Stage IIA, alive, 762 days 1753.4
TCGA-C8-A138-01A 54 years, female, asian, stage:Stage IIIA, alive, 380 days 1751.8
TCGA-S3-AA17-01A 64 years, female, black or african american, stage:Stage IIB, alive, 424 days 1743.3
TCGA-A2-A4S2-01A 62 years, female, white, stage:Stage IIIA, alive, 643 days 1741.3
TCGA-E2-A56Z-01A 69 years, female, black or african american, stage:Stage IIB, alive, 252 days 1737.3
TCGA-A2-A0YC-01A 59 years, female, white, stage:Stage IIB, alive, 990 days 1736.5
TCGA-LL-A740-01A 61 years, female, black or african american, stage:Stage IA, alive, 441 days 1732.6
TCGA-E2-A1LE-01A 71 years, female, white, stage:Stage IIIC, dead, 879 days 1730.6
TCGA-AN-A0FV-01A 58 years, female, white, stage:Stage IIA, alive, 10 days 1727.6
TCGA-BH-A1FJ-01A 66 years, female, white, stage:Stage IIIA, dead, 1927 days 1727.3
TCGA-E2-A107-01A 54 years, female, white, stage:Stage IIIA, alive, 1047 days 1724.9
TCGA-OL-A5D6-01A 71 years, female, black or african american, stage:Stage IIA, dead, 1104 days 1721.8
TCGA-AR-A24L-01A 26 years, female, white, stage:Stage IIB, dead, 2866 days 1719.6
TCGA-EW-A1P3-01A 48 years, female, white, stage:Stage IIA, alive, 1611 days 1716.0
TCGA-AN-A0XW-01A 36 years, female, white, stage:Stage IIIA, alive, 170 days 1714.7
TCGA-C8-A1HL-01A 38 years, female, asian, stage:Stage IIIA, alive, 317 days 1713.3
TCGA-LQ-A4E4-01A 73 years, female, white, stage:Stage IIIA, alive, 849 days 1710.0
TCGA-A8-A085-01A 44 years, male, stage:Stage IIB, alive, 1124 days 1708.7
TCGA-E2-A10A-01A 41 years, female, white, stage:Stage IIB, alive, 1229 days 1707.4
TCGA-EW-A1PF-01A 50 years, female, white, stage:Stage IA, alive, 439 days 1704.6
TCGA-OL-A5RU-01A 63 years, female, black or african american, stage:Stage IIA, alive, 1219 days 1704.5
TCGA-A2-A0CW-01A 67 years, female, white, stage:Stage IIB, alive, 3283 days 1701.8
TCGA-A2-A0EN-01A 70 years, female, white, stage:Stage IIA, alive, 4088 days 1697.0
TCGA-EW-A1IW-01A 80 years, female, white, stage:Stage IIB, alive, 371 days 1695.9
TCGA-B6-A0RI-01A 44 years, female, white, stage:Stage IIIB, alive, 7126 days 1687.5
TCGA-AR-A0TQ-01A 27 years, female, white, stage:Stage IIIA, alive, 2991 days 1681.2
TCGA-A8-A09R-01A 82 years, female, stage:Stage IIB, alive, 273 days 1668.9
TCGA-E9-A3HO-01A 49 years, female, white, stage:Stage IIA, alive, 1158 days 1668.5
TCGA-E9-A226-01A 45 years, female, white, stage:Stage IIIA, dead, 1048 days 1667.7
TCGA-B6-A0WT-01A 61 years, female, white, stage:Stage IIB, alive, 5739 days 1667.6
TCGA-UL-AAZ6-01A 73 years, female, black or african american, stage:Stage IIA, alive, 518 days 1660.3
TCGA-E9-A22D-01A 38 years, female, white, stage:Stage IIA, alive, 1248 days 1657.4
TCGA-A2-A04Y-01A 53 years, female, white, stage:Stage IIB, alive, 1099 days 1648.2
TCGA-C8-A8HQ-01A 53 years, female, asian, stage:Stage IIB, alive, 380 days 1638.7
TCGA-BH-A0HA-01A 31 years, female, white, stage:Stage I, alive, 1611 days 1635.5
TCGA-C8-A12X-01A 62 years, female, asian, stage:Stage IIB, alive, 385 days 1633.4
TCGA-BH-A0AU-01A 45 years, female, white, stage:Stage IIA, alive, 1914 days 1628.6
TCGA-S3-AA15-01A 51 years, female, black or african american, stage:Stage IIB, alive, 525 days 1625.2
TCGA-E2-A15K-01A 58 years, female, white, stage:Stage IIB, alive, 275 days 1623.1
TCGA-EW-A3U0-01A 61 years, female, black or african american, stage:Stage IIIA, alive, 532 days 1620.0
TCGA-D8-A13Z-01A 51 years, female, white, stage:'--, alive, 635 days 1616.4
TCGA-3C-AAAU-01A 55 years, female, white, stage:Stage X, alive, 4047 days 1610.9
TCGA-AC-A62Y-01A 79 years, female, white, stage:Stage IIB, alive, 530 days 1607.2
TCGA-D8-A1J8-01A 77 years, female, white, stage:Stage IIB, alive, 431 days 1606.0
TCGA-D8-A1X9-01A 66 years, female, white, stage:Stage IIB, alive, 727 days 1598.2
TCGA-A7-A3J1-01A 63 years, female, white, stage:Stage IA, alive, 343 days 1596.9
TCGA-BH-A0BF-01A 56 years, female, white, stage:Stage IIB, dead, 1324 days 1596.2
TCGA-EW-A1PB-01A 70 years, female, black or african american, stage:Stage IIIA, alive, 608 days 1590.0
TCGA-AR-A1AJ-01A 83 years, female, white, stage:Stage I, alive, 2383 days 1589.0
TCGA-C8-A12Q-01A 78 years, female, asian, stage:Stage IIIA, dead, 385 days 1586.0
TCGA-AO-A125-01A 72 years, female, black or african american, stage:Stage IIA, alive, 3456 days 1583.9
TCGA-PE-A5DD-01A 64 years, female, asian, stage:Stage IIA, alive, 1953 days 1582.2
TCGA-BH-A1F8-01A 90 years, female, white, stage:Stage IIIB, dead, 1 days 1579.2
TCGA-LL-A8F5-01A 61 years, female, black or african american, stage:Stage IIA, alive, 596 days 1575.0
TCGA-BH-A1EX-01A 67 years, female, white, stage:Stage IIB, dead, 1508 days 1567.2
TCGA-A8-A08L-01A 89 years, female, stage:Stage IIIA, dead, 30 days 1560.8
TCGA-B6-A0WZ-01A 50 years, female, black or african american, stage:Stage II, alive, 6292 days 1557.1
TCGA-AR-A0U2-01A 47 years, female, white, stage:Stage IIIA, dead, 2551 days 1554.7
TCGA-AQ-A7U7-01A 55 years, female, white, stage:Stage IIIA, dead, 584 days 1548.0
TCGA-PE-A5DE-01A 41 years, female, white, stage:Stage IIA, alive, 2645 days 1546.6
TCGA-A2-A04X-01A 34 years, female, white, stage:Stage IIA, alive, 1686 days 1546.3
TCGA-EW-A1OX-01A 43 years, female, white, stage:Stage IIA, alive, 911 days 1543.3
TCGA-E9-A1R4-01A 66 years, female, white, stage:Stage IA, alive, 186 days 1517.8
TCGA-A2-A1FZ-01A 63 years, female, white, stage:Stage IIA, alive, 683 days 1514.6
TCGA-A7-A4SD-01A 52 years, female, black or african american, stage:Stage IIA, alive, 441 days 1514.5
TCGA-WT-AB44-01A 77 years, female, white, stage:Stage IA, alive, 883 days 1512.2
TCGA-A8-A06U-01A 80 years, female, stage:Stage IIB, dead, 883 days 1511.3
TCGA-EW-A1P5-01A 77 years, female, white, stage:Stage IIB, alive, 703 days 1510.1
TCGA-A7-A425-01A 70 years, female, white, stage:Stage IIIC, alive, 447 days 1505.6
TCGA-A7-A4SB-01A 56 years, female, white, stage:Stage IIIA, alive, 418 days 1504.6
TCGA-AN-A041-01A 29 years, female, white, stage:Stage IIB, alive, 7 days 1500.0
TCGA-A8-A07I-01A 69 years, female, stage:Stage IIIA, alive, 426 days 1498.0
TCGA-B6-A1KI-01A 63 years, female, white, stage:Stage I, alive, 2236 days 1485.6
TCGA-E9-A1ND-01A 75 years, female, white, stage:Stage IIB, alive, 1266 days 1482.9
TCGA-EW-A1IZ-01A 53 years, female, white, stage:Stage IIIA, alive, 554 days 1465.7
TCGA-GI-A2C8-01A 63 years, female, white, stage:Stage IIIB, alive, 225 days 1452.8
TCGA-AO-A0J9-01A 61 years, female, white, stage:Stage IIIC, alive, 1613 days 1451.0
TCGA-AR-A250-01A 58 years, female, white, stage:Stage IIA, alive, 2707 days 1450.7
TCGA-D8-A1JS-01A 77 years, female, white, stage:Stage IA, alive, 371 days 1448.8
TCGA-BH-A0DK-01A 49 years, female, white, stage:Stage IIA, alive, 423 days 1443.6
TCGA-A2-A0EV-01A 80 years, female, white, stage:Stage IA, alive, 968 days 1438.2
TCGA-AR-A5QN-01A 68 years, female, white, stage:Stage IIIC, alive, 1013 days 1432.3
TCGA-C8-A3M8-01A 68 years, female, asian, stage:Stage IA, alive, 394 days 1407.8
TCGA-BH-A0DX-01A 62 years, female, white, stage:Stage I, alive, 2156 days 1401.2
TCGA-D8-A1XT-01A 61 years, female, white, stage:Stage IIA, alive, 506 days 1400.8
TCGA-BH-A0BR-01A 59 years, female, white, stage:Stage I, alive, 2330 days 1399.4
TCGA-A2-A4S1-01A 66 years, female, white, stage:Stage IIA, alive, 820 days 1399.3
TCGA-AN-A0FF-01A 32 years, female, white, stage:Stage IA, alive, 172 days 1372.7
TCGA-E2-A1LA-01A 59 years, female, stage:Stage IIA, alive, 748 days 1370.0
TCGA-EW-A1J5-01A 59 years, female, white, stage:Stage IIB, alive, 477 days 1361.3
TCGA-A7-A4SF-01A 54 years, female, black or african american, stage:Stage IIA, alive, 545 days 1332.6
TCGA-BH-A0DH-01A 63 years, female, white, stage:Stage IIB, alive, 1156 days 1331.0
TCGA-B6-A0RO-01A 71 years, female, white, stage:Stage IIIB, alive, 4929 days 1321.5
TCGA-E9-A3Q9-01A 78 years, female, white, stage:Stage IIIC, alive, 1001 days 1317.9
TCGA-AO-A0JA-01A 36 years, female, black or african american, stage:Stage IIIC, alive, 655 days 1311.8
TCGA-E2-A10B-01A 67 years, female, white, stage:Stage IIB, alive, 1141 days 1305.5
TCGA-GM-A2DD-01A 53 years, female, white, stage:Stage I, alive, 2282 days 1301.8
TCGA-EW-A423-01A 75 years, female, white, stage:Stage IIA, alive, 533 days 1297.6
TCGA-D8-A73U-01A 88 years, female, white, stage:Stage IIA, alive, 492 days 1280.7
TCGA-D8-A73W-01A 79 years, female, white, stage:Stage IIIA, dead, 385 days 1277.9
TCGA-AQ-A54O-01A 51 years, male, black or african american, stage:Stage IIA, alive, 1001 days 1269.6
TCGA-BH-A6R8-01A 46 years, female, black or african american, stage:Stage IIA, alive, 293 days 1261.2
TCGA-AN-A0XR-01A 55 years, female, white, stage:Stage IIIA, alive, 10 days 1257.6
TCGA-BH-A0GZ-01A 62 years, female, white, stage:Stage IIA, alive, 328 days 1256.9
TCGA-A1-A0SI-01A 52 years, female, white, stage:Stage IIB, alive, 635 days 1248.0
TCGA-AC-A23C-01A 62 years, female, white, stage:Stage IIB, alive, 585 days 1240.9
TCGA-BH-A1FN-01A 34 years, female, white, stage:Stage IIA, dead, 2192 days 1232.4
TCGA-E9-A5UO-01A 41 years, female, white, stage:Stage IIA, alive, 785 days 1225.9
TCGA-E2-A2P6-01A 77 years, female, stage:Stage IIB, alive, 1051 days 1215.3
TCGA-AN-A0FT-01A 63 years, female, white, stage:Stage IIB, alive, 214 days 1212.1
TCGA-C8-A8HP-01A 59 years, female, asian, stage:Stage IIIA, alive, 396 days 1187.3
TCGA-AN-A0XP-01A 69 years, female, white, stage:Stage IIIA, alive, 9 days 1167.9
TCGA-A8-A07U-01A 66 years, female, stage:Stage IIIA, alive, 760 days 1165.9
TCGA-E2-A1LH-01A 59 years, female, white, stage:Stage I, alive, 3247 days 1165.9
TCGA-GM-A2DA-01A 46 years, female, white, stage:Stage IIB, dead, 6593 days 1164.5
TCGA-A7-A6VY-01A 48 years, female, black or african american, stage:Stage IIB, alive, 266 days 1149.5
TCGA-AO-A0JB-01A 50 years, female, white, stage:Stage IIIA, alive, 1542 days 1145.7
TCGA-GM-A2DK-01A 58 years, female, white, stage:Stage I, alive, 2645 days 1129.5
TCGA-BH-A0BV-01A 78 years, female, white, stage:Stage IIB, alive, 1519 days 1122.1
TCGA-A8-A07Z-01A 85 years, female, stage:Stage IIA, alive, 1371 days 1117.2
TCGA-AN-A0AL-01A 41 years, female, white, stage:Stage IIIB, alive, 227 days 1111.5
TCGA-A1-A0SQ-01A 45 years, female, white, stage:Stage IIB, alive, 554 days 1101.4
TCGA-GM-A3NY-01A 72 years, female, white, stage:Stage IIB, alive, 1162 days 1097.3
TCGA-AO-A03T-01A 42 years, female, white, stage:Stage IIB, alive, 2124 days 1093.5
TCGA-3C-AALI-01A 50 years, female, black or african american, stage:Stage IIB, alive, 4005 days 1083.0
TCGA-C8-A12P-01A 55 years, female, asian, stage:Stage IIB, alive, 358 days 1082.2
TCGA-A8-A084-01A 81 years, female, stage:Stage IIB, alive, 458 days 1079.2
TCGA-E2-A14P-01A 79 years, female, white, stage:Stage IIIC, alive, 1246 days 1078.0
TCGA-AR-A0TV-01A 66 years, female, stage:Stage IIA, alive, 2288 days 1076.9
TCGA-BH-A0EE-01A 68 years, female, white, stage:Stage IIB, alive, 943 days 1061.3
TCGA-PL-A8LZ-01A 29 years, female, black or african american, stage:Stage IIIB, alive, 302 days 1033.8
TCGA-BH-A1EY-01A 79 years, female, white, stage:Stage IIA, dead, 538 days 1032.1
TCGA-A2-A0SW-01A 82 years, female, white, stage:Stage IV, dead, 1365 days 1025.8
TCGA-C8-A12L-01A 67 years, female, asian, stage:Stage IIA, alive, 363 days 1010.3
TCGA-BH-A0BW-01A 71 years, female, black or african american, stage:Stage I, alive, 2371 days 997.6
TCGA-AC-A8OQ-01A 72 years, female, black or african american, stage:Stage IIB, alive, 34 days 997.1
TCGA-A2-A04P-01A 36 years, female, black or african american, stage:Stage IIIC, dead, 548 days 984.6
TCGA-B6-A0IN-01A 45 years, female, white, stage:Stage X, dead, 2573 days 956.8
TCGA-GM-A2DB-01A 62 years, female, white, stage:Stage IIA, alive, 2406 days 849.1
TCGA-EW-A1PE-01A 56 years, female, white, stage:Stage IIA, alive, 320 days 826.0
TCGA-EW-A1J6-01A 70 years, female, white, stage:Stage I, alive, 875 days 788.3
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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.

RPL7 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.

: 1022.03
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 852.2
Number of samples 50
Samples
Sample Description pTPM
DO228488 30 years, female, NA, stage:2, alive, 991 days 2434.8
DO228409 31 years, female, NA, stage:1, alive, 4423 days 1558.8
DO228453 34 years, female, NA, stage:0, alive, 4157 days 1527.0
DO228430 31 years, female, NA, stage:1, alive, 4647 days 1465.3
DO228483 34 years, female, NA, stage:0, alive, 1994 days 1419.8
DO228276 32 years, female, NA, stage:2, alive, 4613 days 1304.4
DO228247 33 years, female, NA, stage:3, dead, 2584 days 1249.8
DO228431 32 years, female, NA, stage:2, alive, 2915 days 1238.3
DO228460 25 years, female, NA, stage:2, alive, 3385 days 1237.3
DO228350 34 years, female, NA, stage:1, alive, 3069 days 1105.6
DO228506 32 years, female, NA, stage:1, alive, 489 days 1068.6
DO228423 34 years, female, NA, stage:2, alive, 4136 days 1048.3
DO228516 35 years, female, NA, stage:2, alive, 447 days 1041.2
DO228499 29 years, female, NA, stage:1, alive, 284 days 1022.0
DO228340 34 years, female, NA, stage:3, dead, 1051 days 1015.5
DO228310 33 years, female, NA, stage:2, dead, 153 days 1005.4
DO228427 31 years, female, NA, stage:2, alive, 3995 days 955.1
DO228268 35 years, female, NA, stage:2, alive, 5084 days 938.6
DO229483 34 years, female, NA, stage:0, alive, 299 days 932.8
DO228509 33 years, female, NA, stage:1, alive, 377 days 915.5
DO228433 34 years, female, NA, stage:3, alive, 1929 days 897.7
DO228272 32 years, female, NA, stage:2, alive, 4126 days 893.6
DO228404 29 years, female, NA, stage:1, alive, 3737 days 872.7
DO228439 33 years, female, NA, stage:1, alive, 1845 days 840.2
DO228256 29 years, female, NA, stage:2, alive, 2312 days 827.9
DO228455 34 years, female, NA, stage:1, alive, 3115 days 827.7
DO228246 26 years, female, NA, stage:3, dead, 327 days 813.0
DO228449 27 years, female, NA, stage:2, alive, 4896 days 804.7
DO228266 33 years, female, NA, stage:2, dead, 3785 days 800.8
DO228260 32 years, female, NA, stage:2, alive, 3026 days 799.6
DO228262 33 years, female, NA, stage:2, alive, 3889 days 753.9
DO228290 31 years, female, NA, stage:2, alive, 4268 days 734.4
DO228321 35 years, female, NA, stage:2, dead, 4286 days 711.1
DO228502 27 years, female, NA, stage:1, alive, 164 days 677.8
DO228293 28 years, female, NA, stage:2, alive, 4339 days 670.2
DO228452 32 years, female, NA, stage:2, dead, 1354 days 659.4
DO228477 33 years, female, NA, stage:3, alive, 2188 days 639.3
DO228283 33 years, female, NA, stage:3, alive, 5180 days 638.2
DO228295 31 years, female, NA, stage:2, dead, 2616 days 634.3
DO228300 35 years, female, NA, stage:2, alive, 952 days 612.2
DO228356 33 years, female, NA, stage:2, dead, 3732 days 590.5
DO228307 35 years, female, NA, stage:2, alive, 4928 days 567.1
DO228319 35 years, female, NA, stage:1, alive, 4716 days 492.9
DO228383 30 years, female, NA, stage:2, alive, 3975 days 451.2
DO228471 28 years, female, NA, stage:2, alive, 1827 days 401.2
DO228521 32 years, female, NA, stage:1, alive, 287 days 161.8
DO228426 35 years, female, NA, stage:2, alive, 4129 days 123.5
DO228332 33 years, female, NA, stage:2, alive, 4776 days 122.1
DO228441 29 years, female, NA, stage:1, dead, 147 days 78.2
DO228479 27 years, female, NA, stage:2, alive, 1985 days 29.0
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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 HPA058373
 Staining
  High
  Medium
  Low
  Not detected
 Intensity
  Strong
  Moderate
  Weak
  Negative
 Quantity
  >75%
  75%-25%
  <25%
  None
 Location
  Nuclear
  Cytoplasmic/membranous
  Cytoplasmic/membranous,nuclear
  None
Duct carcinoma
Lobular carcinoma

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