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RPL31
HPA
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  • RPL31
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.

RPL31 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.

: 3146.78
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 3215.9
Number of samples 1022
Samples
Sample Description pTPM
TCGA-A2-A0D0-01A 60 years, female, black or african american, stage:Stage IIA, alive, 2048 days 13980.4
TCGA-C8-A1HF-01A 48 years, female, asian, stage:Stage IIA, alive, 332 days 9225.2
TCGA-PL-A8LY-01A 30 years, female, black or african american, stage:Stage IIB, alive, 8 days 8422.6
TCGA-B6-A0RN-01A 60 years, female, white, stage:Stage IA, alive, 8008 days 8209.2
TCGA-EW-A1P8-01A 58 years, female, white, stage:Stage IIIC, dead, 239 days 7878.9
TCGA-A2-A0CY-01A 63 years, female, white, stage:Stage IIB, alive, 1673 days 7781.0
TCGA-A1-A0SB-01A 70 years, female, white, stage:Stage I, alive, 259 days 7773.5
TCGA-AC-A3QP-01A 79 years, female, white, stage:Stage IIB, alive, 675 days 7704.0
TCGA-AR-A2LE-01A 69 years, female, white, stage:Stage I, alive, 5062 days 7531.9
TCGA-E9-A1N8-01A 48 years, female, white, stage:Stage IIA, alive, 1039 days 7504.6
TCGA-BH-A0B9-01A 44 years, female, white, stage:Stage IA, alive, 1572 days 7405.7
TCGA-AO-A124-01A 38 years, female, white, stage:Stage IIA, alive, 3506 days 7276.7
TCGA-GM-A5PX-01A 65 years, female, white, stage:Stage IIB, alive, 551 days 6760.9
TCGA-BH-A42V-01A 41 years, female, black or african american, stage:Stage IB, alive, 635 days 6633.4
TCGA-LL-A7T0-01A 70 years, female, black or african american, stage:Stage IIB, alive, 376 days 6426.3
TCGA-AN-A04A-01A 36 years, female, white, stage:Stage IIIA, alive, 90 days 6395.2
TCGA-B6-A0X0-01A 54 years, female, white, stage:Stage I, dead, 3945 days 6366.0
TCGA-GM-A3XG-01A 46 years, female, white, stage:Stage IIIA, alive, 1330 days 6283.6
TCGA-Z7-A8R5-01A 61 years, female, white, stage:Stage IIIA, alive, 3287 days 6097.3
TCGA-EW-A424-01A 51 years, female, white, stage:Stage IIIA, alive, 715 days 6092.7
TCGA-OL-A5RX-01A 51 years, female, black or african american, stage:Stage IA, alive, 878 days 6088.3
TCGA-WT-AB41-01A 55 years, female, black or african american, stage:Stage IIB, alive, 1611 days 6064.1
TCGA-A7-A6VW-01A 48 years, female, black or african american, stage:Stage IIA, alive, 285 days 6059.0
TCGA-A2-A3XU-01A 35 years, female, black or african american, stage:Stage IIB, dead, 912 days 6023.5
TCGA-E2-A576-01A 69 years, female, black or african american, stage:Stage IA, alive, 1043 days 6021.6
TCGA-BH-A42U-01A 80 years, female, black or african american, stage:Stage IIA, alive, 3364 days 5995.7
TCGA-AR-A24K-01A 46 years, female, white, stage:Stage IIA, alive, 1548 days 5935.8
TCGA-A2-A0T5-01A 39 years, female, white, stage:Stage IIA, alive, 531 days 5888.3
TCGA-AC-A7VC-01A 56 years, female, white, stage:Stage IIB, alive, 1 days 5858.6
TCGA-AO-A1KR-01A 51 years, female, white, stage:Stage IIA, alive, 2513 days 5820.6
TCGA-A2-A04V-01A 39 years, female, white, stage:Stage IIA, dead, 1920 days 5814.7
TCGA-A2-A0SY-01A 62 years, female, white, stage:Stage IIIA, alive, 1347 days 5788.6
TCGA-AQ-A54N-01A 51 years, female, black or african american, stage:Stage IIA, alive, 78 days 5722.8
TCGA-D8-A1XO-01A 56 years, female, white, stage:Stage IIB, alive, 1682 days 5688.9
TCGA-E2-A15J-01A 51 years, female, white, stage:Stage I, alive, 1640 days 5670.6
TCGA-D8-A147-01A 45 years, female, white, stage:'--, alive, 584 days 5655.8
TCGA-GM-A3XN-01A 44 years, female, white, stage:Stage IIIA, alive, 2019 days 5635.0
TCGA-B6-A0WZ-01A 50 years, female, black or african american, stage:Stage II, alive, 6292 days 5603.9
TCGA-JL-A3YX-01A 46 years, female, asian, stage:Stage IIA, alive, 352 days 5597.5
TCGA-AN-A0XT-01A 54 years, female, white, stage:Stage IIIA, alive, 10 days 5595.9
TCGA-B6-A0RV-01A 42 years, female, white, stage:Stage IIIA, alive, 5156 days 5572.2
TCGA-A2-A0SU-01A 66 years, female, white, stage:Stage IIA, alive, 1662 days 5548.5
TCGA-AN-A0FD-01A 71 years, female, white, stage:Stage IIA, alive, 196 days 5534.2
TCGA-E9-A3X8-01A 48 years, female, white, stage:Stage IIB, alive, 926 days 5521.5
TCGA-AN-A0FW-01A 67 years, female, white, stage:Stage IIIA, alive, 11 days 5510.8
TCGA-E2-A574-01A 44 years, female, black or african american, stage:Stage IIA, alive, 1179 days 5464.7
TCGA-E2-A158-01A 43 years, female, white, stage:Stage IIA, alive, 450 days 5460.5
TCGA-A2-A0YL-01A 48 years, female, white, stage:Stage IIIA, alive, 1474 days 5455.7
TCGA-AC-A8OR-01A 75 years, female, white, stage:Stage IA, alive, 40 days 5441.6
TCGA-A2-A0CK-01A 60 years, female, white, stage:Stage IIIA, alive, 4159 days 5440.8
TCGA-W8-A86G-01A 66 years, female, white, stage:Stage IIA, alive, 347 days 5423.1
TCGA-AC-A2BK-01A 78 years, female, black or african american, stage:Stage IIIA, alive, 2222 days 5401.1
TCGA-B6-A0I2-01A 45 years, female, white, stage:Stage IA, alive, 4361 days 5399.6
TCGA-AC-A3TM-01A 50 years, female, white, stage:Stage IIIA, alive, 762 days 5394.8
TCGA-BH-A1FL-01A 69 years, female, white, stage:Stage IIB, dead, 1673 days 5377.2
TCGA-A2-A0CP-01A 60 years, female, white, stage:Stage IA, alive, 2813 days 5349.6
TCGA-LL-A5YN-01A 46 years, female, black or african american, stage:Stage IIA, alive, 447 days 5327.4
TCGA-BH-A0E2-01A 49 years, female, black or african american, stage:Stage IIIA, alive, 435 days 5319.3
TCGA-OL-A97C-01A 67 years, female, black or african american, stage:Stage IIB, alive, 271 days 5311.2
TCGA-AN-A0AS-01A 70 years, female, white, stage:Stage IIIA, alive, 10 days 5305.3
TCGA-AO-A0J7-01A 71 years, female, white, stage:Stage IIB, alive, 618 days 5295.4
TCGA-OL-A5RZ-01A 57 years, female, black or african american, stage:Stage IA, alive, 679 days 5291.3
TCGA-BH-A0DP-01A 60 years, female, white, stage:Stage IIB, alive, 476 days 5255.4
TCGA-BH-A28Q-01A 46 years, female, white, stage:Stage IIB, alive, 1119 days 5240.4
TCGA-A1-A0SE-01A 56 years, female, white, stage:Stage I, alive, 1321 days 5237.6
TCGA-A1-A0SK-01A 54 years, female, asian, stage:Stage IIA, dead, 967 days 5231.0
TCGA-BH-A0HP-01A 65 years, female, white, stage:Stage IIIA, alive, 414 days 5228.3
TCGA-A2-A04U-01A 47 years, female, white, stage:Stage IIA, alive, 2654 days 5198.8
TCGA-D8-A3Z5-01A 54 years, female, white, stage:Stage IIIC, alive, 1015 days 5190.9
TCGA-LD-A7W6-01A 54 years, female, white, stage:Stage IIB, alive, 404 days 5173.5
TCGA-OL-A66N-01A 59 years, female, white, stage:Stage IIIC, alive, 792 days 5169.0
TCGA-A2-A0CR-01A 54 years, female, asian, stage:Stage IIB, alive, 3283 days 5167.7
TCGA-LD-A9QF-01A 73 years, female, black or african american, stage:Stage IA, alive, 323 days 5155.9
TCGA-BH-A28O-01A 50 years, female, white, stage:Stage IIIC, alive, 1120 days 5133.1
TCGA-AO-A0JJ-01A 54 years, female, white, stage:Stage IIB, alive, 1887 days 5124.7
TCGA-AO-A126-01A 39 years, female, asian, stage:Stage IIA, alive, 3307 days 5089.8
TCGA-AC-A3BB-01A 46 years, female, black or african american, stage:Stage IIIA, alive, 987 days 5077.4
TCGA-LD-A66U-01A 44 years, female, white, stage:Stage IIB, alive, 646 days 5047.1
TCGA-BH-A42T-01A 75 years, female, black or african american, stage:Stage IIA, dead, 320 days 5036.9
TCGA-A2-A0EQ-01A 64 years, female, black or african american, stage:Stage IIA, alive, 2426 days 5032.8
TCGA-AC-A4ZE-01A 63 years, female, white, stage:Stage IIB, alive, 890 days 4998.6
TCGA-E2-A154-01A 68 years, female, white, stage:Stage I, alive, 591 days 4971.5
TCGA-B6-A0I5-01A 49 years, female, white, stage:Stage IIB, alive, 8556 days 4955.9
TCGA-OL-A6VR-01A 48 years, female, black or african american, stage:Stage IA, alive, 1220 days 4950.8
TCGA-AC-A3YJ-01A 66 years, female, white, stage:Stage IIA, alive, 754 days 4948.4
TCGA-GM-A5PV-01A 63 years, female, white, stage:Stage IIB, alive, 412 days 4948.3
TCGA-A8-A08T-01A 64 years, female, stage:Stage IV, dead, 3409 days 4946.1
TCGA-B6-A3ZX-01A 50 years, female, black or african american, stage:Stage IV, dead, 1152 days 4941.9
TCGA-A2-A0D1-01A 76 years, female, white, stage:Stage IIA, alive, 1051 days 4934.5
TCGA-A2-A0CV-01A 41 years, female, asian, stage:Stage IIB, alive, 3011 days 4934.0
TCGA-A8-A093-01A 61 years, female, stage:Stage IIA, alive, 546 days 4927.2
TCGA-A1-A0SP-01A 40 years, female, stage:Stage IIA, alive, 584 days 4926.4
TCGA-E2-A14U-01A 74 years, female, white, stage:Stage I, alive, 1318 days 4920.1
TCGA-AR-A2LJ-01A 40 years, female, white, stage:Stage IIIA, alive, 2632 days 4913.4
TCGA-BH-A0BM-01A 54 years, female, white, stage:Stage IIB, alive, 1876 days 4882.6
TCGA-BH-A0BC-01A 60 years, female, white, stage:Stage IIIC, alive, 974 days 4875.5
TCGA-BH-A0BQ-01A 39 years, female, white, stage:Stage I, alive, 2255 days 4871.6
TCGA-BH-A0BG-01A 73 years, female, white, stage:Stage I, alive, 1871 days 4846.5
TCGA-AR-A24X-01A 52 years, female, white, stage:Stage IIA, alive, 3004 days 4831.4
TCGA-AO-A0J8-01A 61 years, female, white, stage:Stage IIA, alive, 680 days 4818.9
TCGA-AN-A0XO-01A 59 years, female, white, stage:Stage IIIA, alive, 375 days 4801.2
TCGA-A7-A426-01A 50 years, female, white, stage:Stage IIIC, alive, 364 days 4789.4
TCGA-AR-A5QP-01A 54 years, female, white, stage:Stage IIB, alive, 1185 days 4784.7
TCGA-A1-A0SF-01A 54 years, female, white, stage:Stage IIA, alive, 1463 days 4761.0
TCGA-BH-A0EI-01A 51 years, female, white, stage:Stage IIA, alive, 1926 days 4746.0
TCGA-A7-A5ZW-01A 47 years, female, black or african american, stage:Stage IIA, alive, 326 days 4740.7
TCGA-5L-AAT0-01A 42 years, female, white, stage:Stage IIA, alive, 1477 days 4712.7
TCGA-A7-A5ZX-01A 48 years, female, white, stage:Stage IIIC, alive, 336 days 4708.3
TCGA-BH-A2L8-01A 45 years, female, white, stage:Stage IIA, alive, 612 days 4699.6
TCGA-GM-A2DM-01A 57 years, female, white, stage:Stage IIA, alive, 3226 days 4695.3
TCGA-AO-A1KO-01A 46 years, female, white, stage:Stage IIB, alive, 622 days 4686.0
TCGA-A2-A0D3-01A 42 years, female, white, stage:Stage IA, alive, 1873 days 4681.8
TCGA-A2-A0EM-01A 73 years, female, white, stage:Stage IA, alive, 3094 days 4674.7
TCGA-BH-A0HK-01A 81 years, female, white, stage:Stage IIB, alive, 178 days 4663.6
TCGA-A2-A4RY-01A 46 years, female, white, stage:Stage IIIC, alive, 648 days 4656.5
TCGA-D8-A1JN-01A 80 years, female, white, stage:Stage IIIC, alive, 620 days 4653.9
TCGA-AN-A0AT-01A 62 years, female, white, stage:Stage IIA, alive, 10 days 4627.9
TCGA-BH-A0HF-01A 77 years, female, white, stage:Stage IA, alive, 727 days 4620.4
TCGA-AC-A6NO-01A 43 years, female, black or african american, stage:Stage IIB, alive, 51 days 4619.8
TCGA-A8-A08C-01A 65 years, female, stage:Stage IIA, alive, 881 days 4618.2
TCGA-A2-A25A-01A 44 years, female, white, stage:Stage IIA, alive, 3276 days 4617.3
TCGA-5L-AAT1-01A 63 years, female, white, stage:Stage IV, alive, 1471 days 4611.8
TCGA-B6-A0IQ-01A 40 years, female, white, stage:Stage IIIA, alive, 4285 days 4608.7
TCGA-AR-A2LN-01A 65 years, female, white, stage:Stage IIA, alive, 1161 days 4607.3
TCGA-AN-A04C-01A 51 years, female, white, stage:Stage IIB, alive, 54 days 4604.6
TCGA-AR-A1AN-01A 46 years, female, white, stage:Stage IIA, alive, 2920 days 4603.1
TCGA-BH-A8FZ-01A 58 years, female, white, stage:Stage IA, alive, 574 days 4600.9
TCGA-A2-A04T-01A 62 years, female, white, stage:Stage IIA, alive, 2246 days 4593.3
TCGA-A2-A3XZ-01A 46 years, female, black or african american, stage:Stage I, alive, 1532 days 4589.4
TCGA-A2-A0CQ-01A 62 years, female, black or african american, stage:Stage IA, alive, 2695 days 4588.4
TCGA-B6-A0RQ-01A 68 years, female, white, stage:Stage IIB, dead, 4267 days 4578.8
TCGA-A2-A259-01A 70 years, female, black or african american, stage:Stage I, alive, 1596 days 4574.6
TCGA-OL-A66K-01A 72 years, female, white, stage:Stage IIA, dead, 1275 days 4556.4
TCGA-E9-A1NH-01A 71 years, female, white, stage:Stage IIB, alive, 576 days 4546.9
TCGA-GM-A3XL-01A 49 years, female, black or african american, stage:Stage IIA, alive, 2108 days 4544.9
TCGA-A7-A3IY-01A 71 years, female, white, stage:Stage I, alive, 345 days 4536.7
TCGA-AC-A23E-01A 50 years, female, white, stage:Stage IIB, alive, 698 days 4528.6
TCGA-BH-A0EA-01A 72 years, female, white, stage:Stage IIA, dead, 991 days 4512.8
TCGA-AO-A12C-01A 42 years, female, white, stage:Stage IIB, alive, 2372 days 4512.8
TCGA-BH-AB28-01A 53 years, female, white, stage:Stage IIIA, alive, 287 days 4506.6
TCGA-C8-A131-01A 82 years, female, asian, stage:Stage IIIA, alive, 411 days 4506.3
TCGA-AC-A3W7-01A 66 years, female, white, stage:Stage IIB, alive, 471 days 4488.8
TCGA-BH-A0H3-01A 46 years, female, white, stage:Stage I, alive, 1928 days 4482.6
TCGA-E9-A1R0-01A 58 years, female, white, stage:Stage IIA, alive, 860 days 4482.1
TCGA-GM-A2DI-01A 52 years, female, white, stage:Stage I, alive, 2590 days 4470.9
TCGA-D8-A1JM-01A 59 years, female, white, stage:Stage IIB, alive, 590 days 4469.0
TCGA-E9-A249-01A 45 years, female, white, stage:Stage IIA, alive, 217 days 4459.4
TCGA-OL-A6VQ-01A 49 years, female, white, stage:Stage IIA, alive, 600 days 4455.4
TCGA-LL-A5YL-01A 64 years, female, white, stage:Stage IIB, alive, 519 days 4452.6
TCGA-XX-A899-01A 46 years, female, white, stage:Stage IIIA, alive, 467 days 4445.6
TCGA-BH-A18G-01A 81 years, female, white, stage:Stage IA, alive, 149 days 4443.1
TCGA-A2-A0ER-01A 63 years, female, white, stage:Stage IB, alive, 2263 days 4407.3
TCGA-E9-A5FK-01A 60 years, female, white, stage:Stage IIIC, alive, 812 days 4405.0
TCGA-AR-A0TR-01A 68 years, female, white, stage:Stage IIB, dead, 160 days 4404.8
TCGA-B6-A402-01A 47 years, female, black or african american, stage:Stage I, alive, 2281 days 4395.5
TCGA-LD-A74U-01A 79 years, female, white, stage:Stage IIIC, alive, 402 days 4369.7
TCGA-D8-A73X-01A 53 years, female, white, stage:Stage IIA, alive, 767 days 4367.9
TCGA-AN-A046-01A 68 years, female, white, stage:Stage IIA, alive, 10 days 4365.5
TCGA-E2-A153-01A 51 years, female, white, stage:Stage IIB, alive, 707 days 4364.4
TCGA-C8-A274-01A 63 years, female, asian, stage:Stage IIA, alive, 508 days 4362.4
TCGA-AR-A2LO-01A 46 years, female, white, stage:Stage IIB, alive, 1198 days 4360.4
TCGA-AR-A1AR-01A 50 years, female, white, stage:Stage IIIA, dead, 524 days 4353.8
TCGA-BH-A0HU-01A 52 years, female, white, stage:Stage IA, alive, 392 days 4352.7
TCGA-AC-A3YI-01A 74 years, female, white, stage:Stage IIIC, alive, 707 days 4349.0
TCGA-E9-A6HE-01A 45 years, female, white, stage:Stage IIIC, alive, 847 days 4347.2
TCGA-BH-A0DZ-01A 43 years, female, white, stage:Stage IIB, alive, 495 days 4342.9
TCGA-E9-A1N9-01A 58 years, female, white, stage:Stage IIA, alive, 1101 days 4340.9
TCGA-B6-A0RP-01A 73 years, female, white, stage:'--, dead, 3126 days 4316.2
TCGA-B6-A0IP-01A 74 years, female, white, stage:Stage IA, dead, 3926 days 4312.5
TCGA-WT-AB44-01A 77 years, female, white, stage:Stage IA, alive, 883 days 4310.1
TCGA-BH-A8FY-01A 87 years, female, white, stage:Stage IA, dead, 295 days 4309.4
TCGA-A2-A3XV-01A 46 years, female, black or african american, stage:Stage IIA, alive, 996 days 4299.9
TCGA-BH-A0DV-01A 54 years, female, white, stage:Stage IIIA, alive, 2064 days 4296.8
TCGA-AN-A0FS-01A 55 years, female, white, stage:Stage IA, alive, 210 days 4291.3
TCGA-A7-A3IZ-01A 62 years, female, white, stage:Stage IIA, alive, 322 days 4289.9
TCGA-A2-A3XT-01A 45 years, female, black or african american, stage:Stage IIB, alive, 2770 days 4271.2
TCGA-A2-A0T4-01A 62 years, female, white, stage:Stage IIA, alive, 624 days 4253.6
TCGA-LL-A9Q3-01A 69 years, female, white, stage:Stage IIIC, alive, 532 days 4249.2
TCGA-AO-A0J9-01A 61 years, female, white, stage:Stage IIIC, alive, 1613 days 4247.7
TCGA-BH-A0HO-01A 48 years, female, white, stage:Stage IIA, alive, 76 days 4243.9
TCGA-A8-A086-01A 59 years, female, stage:Stage IIA, alive, 396 days 4240.1
TCGA-E2-A1B4-01A 74 years, female, white, stage:Stage IIIA, dead, 1004 days 4236.4
TCGA-E2-A1B5-01A 46 years, female, white, stage:Stage IIA, alive, 984 days 4215.4
TCGA-E2-A1LE-01A 71 years, female, white, stage:Stage IIIC, dead, 879 days 4211.5
TCGA-LL-A50Y-01A 84 years, female, white, stage:Stage IIA, alive, 762 days 4211.4
TCGA-BH-A0B8-01A 64 years, female, white, stage:Stage I, alive, 1569 days 4209.1
TCGA-E9-A1RA-01A 48 years, female, white, stage:Stage IA, alive, 1369 days 4199.8
TCGA-EW-A1OV-01A 56 years, female, white, stage:Stage IIB, alive, 789 days 4191.3
TCGA-A2-A0EP-01A 56 years, female, white, stage:Stage I, alive, 3603 days 4177.6
TCGA-EW-A1P0-01A 55 years, female, white, stage:Stage IIB, alive, 1251 days 4176.6
TCGA-A2-A0T6-01A 50 years, female, white, stage:Stage IIB, alive, 575 days 4169.2
TCGA-A2-A0EO-01A 54 years, female, white, stage:Stage IA, alive, 2442 days 4162.5
TCGA-AC-A23G-01A 76 years, female, white, stage:Stage IIA, alive, 2248 days 4148.4
TCGA-A8-A07S-01A 73 years, female, stage:Stage IIA, alive, 243 days 4144.8
TCGA-BH-A8G0-01A 54 years, female, white, stage:Stage IIB, alive, 662 days 4140.4
TCGA-B6-A400-01A 43 years, female, black or african american, stage:Stage IIIA, alive, 215 days 4138.8
TCGA-AC-A2FG-01A 79 years, female, white, stage:Stage IIB, alive, 1853 days 4123.1
TCGA-EW-A1PH-01A 52 years, female, white, stage:Stage IIA, alive, 607 days 4121.7
TCGA-BH-A18F-01A 50 years, female, white, stage:Stage IIA, alive, 1001 days 4117.2
TCGA-A2-A1G4-01A 71 years, female, white, stage:Stage IIIA, alive, 595 days 4112.8
TCGA-A2-A1G6-01A 50 years, female, white, stage:Stage IIIA, alive, 501 days 4097.8
TCGA-AC-A2FF-01A 40 years, female, asian, stage:Stage IIB, alive, 2759 days 4097.5
TCGA-AC-A3TN-01A 75 years, female, white, stage:Stage IIB, alive, 456 days 4092.3
TCGA-A7-A0CG-01A 78 years, female, white, stage:Stage IIA, alive, 1043 days 4091.4
TCGA-BH-A0BJ-01A 41 years, female, white, stage:Stage IIB, alive, 660 days 4088.7
TCGA-E2-A105-01A 79 years, female, white, stage:Stage IIA, alive, 1308 days 4084.7
TCGA-B6-A0RS-01A 38 years, female, white, stage:Stage IIA, dead, 3063 days 4081.4
TCGA-3C-AALJ-01A 62 years, female, black or african american, stage:Stage IIB, alive, 1474 days 4072.6
TCGA-B6-A0IG-01A 50 years, female, white, stage:Stage IIB, dead, 4456 days 4072.1
TCGA-BH-A0DT-01A 41 years, female, white, stage:Stage IIA, alive, 2403 days 4067.1
TCGA-D8-A27T-01A 53 years, female, white, stage:Stage IIIC, alive, 398 days 4066.7
TCGA-E9-A244-01A 54 years, female, white, stage:Stage IIA, alive, 21 days 4066.3
TCGA-A2-A0CO-01A 85 years, female, white, stage:Stage IIB, dead, 1468 days 4064.0
TCGA-AN-A0AK-01A 76 years, female, white, stage:Stage IIA, alive, 224 days 4060.0
TCGA-V7-A7HQ-01A 75 years, female, black or african american, stage:Stage IIIA, alive, 2033 days 4047.8
TCGA-OL-A66O-01A 39 years, female, black or african american, stage:Stage IIB, alive, 528 days 4047.1
TCGA-A2-A0YM-01A 67 years, female, white, stage:Stage IIA, alive, 965 days 4039.0
TCGA-A7-A0CD-01A 66 years, female, white, stage:Stage I, alive, 1165 days 4038.5
TCGA-C8-A12N-01A 58 years, female, asian, stage:Stage IIA, alive, 358 days 4037.5
TCGA-AO-A1KP-01A 77 years, female, white, stage:Stage IIA, alive, 2953 days 4033.7
TCGA-E2-A1L6-01A 44 years, female, white, stage:Stage IIA, alive, 1648 days 4030.8
TCGA-A8-A09V-01A 51 years, female, stage:Stage IIA, alive, 457 days 4026.2
TCGA-OL-A5RY-01A 52 years, female, black or african american, stage:Stage IIA, alive, 752 days 4018.5
TCGA-BH-A0W4-01A 46 years, female, white, stage:Stage IIA, alive, 759 days 4010.2
TCGA-D8-A27P-01A 64 years, female, white, stage:Stage IA, alive, 49 days 4009.8
TCGA-BH-A203-01A 78 years, female, white, stage:Stage IIB, dead, 1174 days 4002.4
TCGA-BH-A1FU-01A 44 years, female, white, stage:Stage IA, dead, 1688 days 3999.8
TCGA-EW-A1PB-01A 70 years, female, black or african american, stage:Stage IIIA, alive, 608 days 3997.7
TCGA-A8-A095-01A 45 years, female, stage:Stage I, alive, 1277 days 3991.2
TCGA-OL-A5RW-01A 40 years, female, black or african american, stage:Stage IIA, alive, 1106 days 3988.6
TCGA-GM-A2D9-01A 69 years, female, white, stage:Stage I, dead, 1812 days 3988.0
TCGA-B6-A40B-01A 76 years, female, white, stage:Stage I, alive, 3152 days 3985.3
TCGA-A7-A26E-01A 71 years, female, white, stage:Stage IIIA, alive, 954 days 3978.3
TCGA-B6-A0X4-01A 62 years, female, white, stage:Stage IIB, dead, 860 days 3975.4
TCGA-A8-A07P-01A 68 years, female, stage:Stage IIB, alive, 334 days 3974.6
TCGA-S3-AA12-01A 82 years, female, black or african american, stage:Stage IIIA, alive, 574 days 3968.8
TCGA-BH-A1FH-01A 47 years, female, white, stage:Stage IV, dead, 1034 days 3968.1
TCGA-AC-A2FK-01A 45 years, female, white, stage:Stage IIIC, alive, 2650 days 3966.3
TCGA-GM-A3NW-01A 63 years, female, white, stage:Stage IIA, alive, 3361 days 3961.5
TCGA-OL-A5DA-01A 61 years, female, white, stage:Stage IIA, alive, 1783 days 3960.8
TCGA-OL-A5D8-01A 40 years, female, black or african american, stage:Stage IIB, alive, 973 days 3956.7
TCGA-E9-A2JT-01A 63 years, female, white, stage:Stage IIA, alive, 288 days 3943.7
TCGA-AO-A125-01A 72 years, female, black or african american, stage:Stage IIA, alive, 3456 days 3939.7
TCGA-AR-A0TY-01A 54 years, female, white, stage:Stage IIA, dead, 1699 days 3936.7
TCGA-E2-A1IK-01A 71 years, female, white, stage:Stage IIA, alive, 1800 days 3936.2
TCGA-EW-A3U0-01A 61 years, female, black or african american, stage:Stage IIIA, alive, 532 days 3930.8
TCGA-A7-A3RF-01A 79 years, female, white, stage:Stage IIA, alive, 408 days 3925.6
TCGA-E2-A1BD-01A 53 years, female, white, stage:Stage IIA, alive, 1133 days 3920.5
TCGA-BH-A0W5-01A 77 years, female, white, stage:Stage IIA, alive, 1288 days 3913.9
TCGA-AR-A24O-01A 43 years, female, white, stage:Stage IIIA, alive, 3607 days 3909.7
TCGA-E2-A15G-01A 76 years, female, white, stage:Stage IIA, alive, 554 days 3909.3
TCGA-S3-AA17-01A 64 years, female, black or african american, stage:Stage IIB, alive, 424 days 3909.1
TCGA-AO-A0JC-01A 64 years, female, white, stage:Stage IIA, alive, 1547 days 3902.7
TCGA-A2-A0EW-01A 53 years, female, white, stage:Stage IIIC, dead, 1884 days 3901.8
TCGA-BH-A1FJ-01A 66 years, female, white, stage:Stage IIIA, dead, 1927 days 3886.8
TCGA-D8-A1JU-01A 51 years, female, white, stage:Stage IA, alive, 447 days 3877.4
TCGA-OL-A66I-01A 36 years, female, black or african american, stage:Stage IIA, alive, 714 days 3877.0
TCGA-AR-A1AL-01A 60 years, female, white, stage:Stage IIIA, alive, 2971 days 3865.7
TCGA-AR-A24T-01A 46 years, female, white, stage:Stage IIIC, alive, 3202 days 3862.9
TCGA-BH-A1FB-01A 60 years, female, white, stage:Stage IIB, dead, 3669 days 3859.9
TCGA-B6-A40C-01A 51 years, female, white, stage:Stage IIB, alive, 2164 days 3859.0
TCGA-D8-A142-01A 74 years, female, white, stage:Stage IIB, alive, 425 days 3856.8
TCGA-GM-A2DL-01A 50 years, female, white, stage:Stage I, alive, 3519 days 3848.5
TCGA-BH-A0E0-01A 38 years, female, white, stage:Stage IIIC, alive, 134 days 3844.6
TCGA-OL-A5S0-01A 66 years, female, black or african american, stage:Stage IIB, alive, 620 days 3841.3
TCGA-E9-A1NC-01A 61 years, female, white, stage:Stage IIB, alive, 1203 days 3836.1
TCGA-HN-A2OB-01A 45 years, female, stage:Stage IIB, dead, 1900 days 3827.4
TCGA-AN-A0FN-01A 61 years, female, white, stage:Stage IA, alive, 218 days 3819.9
TCGA-AR-A1AM-01A 52 years, female, white, stage:Stage IIIA, alive, 2991 days 3794.3
TCGA-C8-A3M7-01A 60 years, female, asian, stage:Stage IIIB, dead, 1034 days 3792.4
TCGA-BH-A0AV-01A 52 years, female, black or african american, stage:Stage I, alive, 1820 days 3790.7
TCGA-AR-A2LM-01A 49 years, female, white, stage:Stage II, alive, 1935 days 3779.2
TCGA-B6-A0RU-01A 40 years, female, white, stage:Stage IA, alive, 8605 days 3764.8
TCGA-B6-A0IA-01A 51 years, female, white, stage:Stage IIA, alive, 8391 days 3759.1
TCGA-A2-A0ES-01A 52 years, female, white, stage:Stage IIA, alive, 2190 days 3754.5
TCGA-AC-A2FE-01A 62 years, female, white, stage:Stage IIIC, dead, 2636 days 3753.8
TCGA-A7-A0CH-01A 79 years, female, white, stage:Stage IIA, alive, 1079 days 3752.5
TCGA-E2-A15L-01A 65 years, female, black or african american, stage:Stage IIA, alive, 626 days 3751.0
TCGA-E9-A54X-01A 85 years, female, white, stage:Stage IA, alive, 727 days 3749.0
TCGA-BH-A0B6-01A 47 years, female, white, stage:Stage I, alive, 2483 days 3748.4
TCGA-E2-A15D-01A 47 years, female, white, stage:Stage IIA, alive, 526 days 3747.3
TCGA-AO-A12F-01A 36 years, female, white, stage:Stage IIA, alive, 1842 days 3747.0
TCGA-OL-A5RV-01A 43 years, female, black or african american, stage:Stage IIIC, alive, 1062 days 3745.8
TCGA-AR-A1AT-01A 62 years, female, white, stage:Stage IIA, dead, 1272 days 3744.7
TCGA-A8-A06P-01A 63 years, female, stage:Stage IIIA, alive, 396 days 3739.2
TCGA-MS-A51U-01A 44 years, female, white, stage:Stage IIB, alive, 681 days 3732.8
TCGA-BH-A0HI-01A 78 years, female, white, stage:Stage IA, alive, 620 days 3732.6
TCGA-AC-A8OP-01A 72 years, female, black or african american, stage:Stage IA, alive, 614 days 3729.7
TCGA-EW-A1J2-01A 50 years, female, black or african american, stage:'--, alive, 403 days 3726.2
TCGA-AR-A2LR-01A 49 years, female, white, stage:Stage I, alive, 1742 days 3725.2
TCGA-E2-A14P-01A 79 years, female, white, stage:Stage IIIC, alive, 1246 days 3724.3
TCGA-D8-A27V-01A 62 years, female, white, stage:Stage IIA, alive, 381 days 3720.0
TCGA-BH-A18U-01A 72 years, female, white, stage:Stage IIIA, dead, 1563 days 3715.4
TCGA-AO-A0J4-01A 41 years, female, black or african american, stage:Stage IA, alive, 1587 days 3713.2
TCGA-A2-A0YK-01A 61 years, female, white, stage:Stage IIA, alive, 588 days 3706.9
TCGA-A2-A04P-01A 36 years, female, black or african american, stage:Stage IIIC, dead, 548 days 3704.3
TCGA-A8-A07J-01A 35 years, female, stage:Stage IIB, alive, 365 days 3700.1
TCGA-A2-A3KC-01A 55 years, female, black or african american, stage:Stage IIB, alive, 1102 days 3697.5
TCGA-A8-A085-01A 44 years, male, stage:Stage IIB, alive, 1124 days 3693.6
TCGA-EW-A1PG-01A 53 years, female, white, stage:Stage IIB, alive, 1051 days 3688.5
TCGA-C8-A12Y-01A 44 years, female, asian, stage:Stage IIB, alive, 1476 days 3687.2
TCGA-B6-A0WY-01A 40 years, female, white, stage:Stage IIIA, dead, 3461 days 3682.2
TCGA-S3-AA11-01A 67 years, female, black or african american, stage:Stage IIA, alive, 421 days 3677.4
TCGA-E2-A15I-01A 44 years, female, white, stage:Stage IIA, alive, 1692 days 3676.8
TCGA-AO-A0JF-01A 68 years, female, white, stage:Stage IIA, alive, 1980 days 3675.4
TCGA-A8-A08A-01A 89 years, female, stage:Stage I, alive, 30 days 3675.0
TCGA-A8-A0A4-01A 73 years, female, stage:Stage IIA, alive, 396 days 3672.2
TCGA-OL-A5D7-01A 70 years, female, black or african american, stage:Stage IIA, alive, 1780 days 3668.1
TCGA-B6-A0RM-01A 57 years, female, black or african american, stage:Stage X, dead, 2373 days 3663.6
TCGA-AC-A5XS-01A 74 years, female, white, stage:Stage IIA, alive, 588 days 3656.5
TCGA-D8-A27K-01A 47 years, female, white, stage:Stage IIB, alive, 1461 days 3656.0
TCGA-E2-A14N-01A 37 years, female, white, stage:Stage IIB, alive, 1434 days 3651.2
TCGA-EW-A1P7-01A 59 years, female, white, stage:Stage IIA, alive, 915 days 3647.2
TCGA-BH-A209-01A 77 years, female, black or african american, stage:Stage I, dead, 3959 days 3644.7
TCGA-PE-A5DC-01A 72 years, female, white, stage:Stage IIIA, dead, 1430 days 3637.4
TCGA-AO-A0JD-01A 59 years, female, white, stage:Stage IIIA, alive, 2190 days 3636.7
TCGA-GM-A3NY-01A 72 years, female, white, stage:Stage IIB, alive, 1162 days 3634.8
TCGA-BH-A0EB-01A 69 years, female, white, stage:Stage IA, alive, 745 days 3633.9
TCGA-D8-A4Z1-01A 68 years, female, white, stage:Stage IA, alive, 659 days 3626.7
TCGA-AO-A12B-01A 63 years, female, white, stage:Stage IIA, alive, 2989 days 3617.0
TCGA-AQ-A1H3-01A 49 years, female, white, stage:Stage IIIC, alive, 989 days 3616.6
TCGA-S3-A6ZG-01A 71 years, female, black or african american, stage:Stage IIB, alive, 562 days 3610.5
TCGA-AR-A24P-01A 47 years, female, white, stage:Stage I, alive, 84 days 3606.0
TCGA-AC-A62Y-01A 79 years, female, white, stage:Stage IIB, alive, 530 days 3604.4
TCGA-EW-A1J1-01A 38 years, female, white, stage:Stage IIB, alive, 575 days 3601.7
TCGA-AR-A1AS-01A 54 years, female, asian, stage:Stage IIB, alive, 1150 days 3599.4
TCGA-AC-A2FO-01A 65 years, female, white, stage:Stage IIB, alive, 2255 days 3592.2
TCGA-D8-A1JP-01A 73 years, female, white, stage:Stage IA, alive, 639 days 3588.8
TCGA-AC-A2FB-01A 65 years, female, white, stage:Stage IIA, alive, 1234 days 3585.0
TCGA-AC-A6IW-01A 73 years, female, black or african american, stage:Stage IIA, alive, 413 days 3584.1
TCGA-A1-A0SO-01A 67 years, female, white, stage:Stage IIB, alive, 852 days 3579.0
TCGA-AC-A7VB-01A 51 years, female, black or african american, stage:Stage IIA, alive, 250 days 3574.9
TCGA-E2-A156-01A 61 years, female, white, stage:Stage I, alive, 726 days 3573.2
TCGA-E2-A1LG-01A 50 years, female, black or african american, stage:Stage IIA, alive, 1523 days 3566.8
TCGA-E2-A572-01A 72 years, female, black or african american, stage:Stage IIIA, alive, 1208 days 3553.8
TCGA-BH-A0E6-01A 69 years, female, white, stage:Stage IA, alive, 293 days 3552.6
TCGA-A8-A08Z-01A 76 years, female, stage:'--, alive, 1217 days 3550.2
TCGA-Z7-A8R6-01A 46 years, female, white, stage:Stage I, alive, 3256 days 3545.0
TCGA-A7-A4SE-01A 54 years, female, black or african american, stage:Stage IIA, alive, 644 days 3534.2
TCGA-LL-A6FQ-01A 77 years, female, black or african american, stage:Stage IIIA, alive, 80 days 3534.1
TCGA-GM-A2DH-01A 58 years, female, white, stage:Stage I, alive, 2193 days 3533.4
TCGA-BH-A0HL-01A 56 years, female, white, stage:Stage IIB, alive, 72 days 3526.5
TCGA-E2-A10F-01A 47 years, female, white, stage:Stage IIA, alive, 878 days 3526.3
TCGA-B6-A1KN-01A 57 years, female, white, stage:Stage IIIB, alive, 4233 days 3524.5
TCGA-LL-A440-01A 61 years, female, white, stage:Stage IA, alive, 759 days 3521.9
TCGA-AO-A03P-01A 54 years, female, black or african american, stage:Stage IIB, dead, 2911 days 3519.9
TCGA-E2-A1IF-01A 74 years, female, white, stage:Stage I, alive, 1138 days 3516.2
TCGA-BH-A1ES-01A 35 years, female, white, stage:Stage IIB, dead, 3462 days 3511.0
TCGA-EW-A1P1-01A 68 years, female, white, stage:Stage IIIC, alive, 1210 days 3510.3
TCGA-E2-A3DX-01A 43 years, female, white, stage:Stage IIIC, alive, 1325 days 3504.6
TCGA-AC-A5XU-01A 74 years, female, black or african american, stage:Stage IIB, alive, 455 days 3503.1
TCGA-AN-A0AR-01A 55 years, female, white, stage:Stage IIA, alive, 10 days 3501.1
TCGA-AO-A12H-01A 69 years, female, black or african american, stage:Stage IIA, alive, 1234 days 3500.3
TCGA-OK-A5Q2-01A 59 years, female, stage:Stage II, alive, 64 days 3498.6
TCGA-AO-A0J5-01A 48 years, female, white, stage:Stage IV, dead, 792 days 3489.5
TCGA-LL-A73Z-01A 55 years, female, black or african american, stage:Stage IV, dead, 227 days 3481.0
TCGA-A2-A4RW-01A 49 years, female, white, stage:Stage IIIC, alive, 222 days 3472.9
TCGA-AR-A24S-01A 61 years, female, white, stage:Stage I, alive, 2976 days 3463.6
TCGA-B6-A0IB-01A 64 years, female, white, stage:Stage IV, dead, 3941 days 3461.1
TCGA-BH-A0W7-01A 49 years, female, white, stage:Stage I, alive, 1363 days 3452.7
TCGA-AR-A254-01A 50 years, female, white, stage:Stage IIIA, alive, 2605 days 3451.6
TCGA-E9-A1R2-01A 51 years, female, white, stage:Stage IIIC, alive, 1063 days 3435.4
TCGA-A7-A6VV-01A 51 years, female, black or african american, stage:Stage IIA, alive, 313 days 3433.6
TCGA-AR-A1AH-01A 51 years, female, white, stage:Stage IIB, alive, 3807 days 3432.4
TCGA-E9-A227-01A 42 years, female, white, stage:Stage IIB, alive, 975 days 3428.9
TCGA-BH-A18T-01A 70 years, female, white, stage:Stage IIA, dead, 224 days 3427.0
TCGA-A8-A07L-01A 58 years, female, stage:Stage IIIA, alive, 975 days 3422.2
TCGA-A2-A04N-01A 66 years, female, white, stage:Stage IA, alive, 4354 days 3420.4
TCGA-E2-A14V-01A 53 years, female, white, stage:Stage IIB, alive, 1042 days 3417.5
TCGA-EW-A1IX-01A 48 years, female, asian, stage:Stage IIA, alive, 1208 days 3407.5
TCGA-A8-A07O-01A 51 years, female, stage:Stage IIA, alive, 304 days 3406.8
TCGA-5T-A9QA-01A 52 years, female, black or african american, stage:Stage IIA, alive, 303 days 3405.6
TCGA-E9-A1RF-01A 68 years, female, white, stage:Stage IIIA, alive, 200 days 3392.0
TCGA-D8-A27I-01A 58 years, female, white, stage:Stage IIIA, alive, 439 days 3390.1
TCGA-AR-A0TP-01A 43 years, female, white, stage:Stage IIA, alive, 4275 days 3389.9
TCGA-AR-A24W-01A 55 years, female, white, stage:Stage IIB, alive, 1550 days 3387.9
TCGA-A2-A1G1-01A 85 years, female, white, stage:Stage IIB, alive, 584 days 3387.2
TCGA-D8-A1XL-01A 34 years, female, white, stage:Stage IIB, alive, 606 days 3385.7
TCGA-B6-A0IK-01A 63 years, female, white, stage:Stage IIIB, dead, 571 days 3380.4
TCGA-E2-A14Z-01A 64 years, female, white, stage:Stage I, dead, 563 days 3379.0
TCGA-B6-A408-01A 55 years, female, black or african american, stage:Stage IIIC, alive, 2072 days 3377.3
TCGA-A2-A0T0-01A 59 years, female, white, stage:Stage IIB, alive, 533 days 3377.2
TCGA-E9-A1NA-01A 58 years, female, white, stage:Stage IIA, alive, 1112 days 3376.2
TCGA-BH-A18M-01A 39 years, female, white, stage:Stage IIIA, dead, 2207 days 3375.3
TCGA-GM-A2DO-01A 54 years, female, black or african american, stage:Stage I, alive, 2596 days 3371.9
TCGA-OL-A66L-01A 71 years, female, black or african american, stage:Stage IA, alive, 1301 days 3363.1
TCGA-XX-A89A-01A 68 years, female, white, stage:Stage IIB, alive, 488 days 3361.2
TCGA-EW-A1IY-01A 38 years, female, asian, stage:Stage I, alive, 258 days 3359.4
TCGA-LL-A73Y-01A 67 years, female, black or african american, stage:Stage IA, alive, 477 days 3358.9
TCGA-AR-A2LQ-01A 59 years, female, white, stage:Stage IIB, alive, 1233 days 3350.0
TCGA-A2-A0YD-01A 63 years, female, white, stage:Stage IIB, alive, 769 days 3345.2
TCGA-B6-A0I1-01A 73 years, female, black or african american, stage:Stage IIA, dead, 2361 days 3344.7
TCGA-BH-A0HY-01A 60 years, female, white, stage:Stage I, alive, 1545 days 3342.2
TCGA-BH-A0HX-01A 54 years, female, white, stage:Stage IIB, alive, 829 days 3340.9
TCGA-A2-A0ST-01A 62 years, female, white, stage:Stage IIA, alive, 3017 days 3339.4
TCGA-AO-A0JG-01A 49 years, female, white, stage:Stage IIIA, alive, 798 days 3337.3
TCGA-D8-A1Y2-01A 71 years, female, white, stage:Stage IIA, alive, 433 days 3332.0
TCGA-AR-A24M-01A 38 years, female, white, stage:Stage IIIA, alive, 3660 days 3324.6
TCGA-3C-AALK-01A 52 years, female, black or african american, stage:Stage IA, alive, 1448 days 3323.1
TCGA-OL-A66H-01A 74 years, female, black or african american, stage:Stage IB, alive, 812 days 3320.4
TCGA-A2-A04W-01A 50 years, female, white, stage:Stage IIB, alive, 3102 days 3318.7
TCGA-B6-A0IE-01A 38 years, female, black or african american, stage:Stage IIIA, dead, 1993 days 3312.4
TCGA-OL-A66J-01A 80 years, female, white, stage:Stage I, alive, 1996 days 3309.0
TCGA-D8-A1Y0-01A 65 years, female, white, stage:Stage IIIA, alive, 472 days 3306.2
TCGA-A2-A3XW-01A 42 years, female, black or african american, stage:Stage IIB, alive, 1712 days 3305.1
TCGA-BH-A0H5-01A 45 years, female, white, stage:Stage I, alive, 1620 days 3305.1
TCGA-C8-A135-01A 64 years, female, asian, stage:Stage IIB, alive, 393 days 3304.7
TCGA-D8-A1X8-01A 62 years, female, white, stage:Stage IIIA, alive, 783 days 3295.2
TCGA-E9-A1N3-01A 70 years, female, white, stage:Stage IIIA, alive, 1059 days 3294.9
TCGA-JL-A3YW-01A 49 years, female, asian, stage:Stage IIB, alive, 360 days 3291.7
TCGA-B6-A401-01A 47 years, female, black or african american, stage:Stage IIA, alive, 2596 days 3290.8
TCGA-EW-A1P3-01A 48 years, female, white, stage:Stage IIA, alive, 1611 days 3289.7
TCGA-A8-A09Q-01A 83 years, female, stage:Stage IIIB, alive, 761 days 3281.4
TCGA-EW-A1OY-01A 63 years, female, white, stage:Stage IIA, alive, 908 days 3277.0
TCGA-A2-A0SX-01A 48 years, female, white, stage:Stage IA, alive, 1534 days 3271.5
TCGA-S3-A6ZF-01A 64 years, female, black or african american, stage:Stage IIA, alive, 572 days 3267.3
TCGA-D8-A27E-01A 66 years, female, white, stage:Stage IA, alive, 530 days 3266.4
TCGA-AO-A03V-01A 41 years, female, white, stage:Stage I, alive, 1351 days 3264.9
TCGA-BH-A0B0-01A 56 years, female, black or african american, stage:Stage I, alive, 2477 days 3262.3
TCGA-A7-A13H-01A 61 years, female, white, stage:Stage IIB, alive, 899 days 3256.1
TCGA-GM-A2DN-01A 58 years, female, white, stage:Stage IIA, alive, 3091 days 3255.3
TCGA-A7-A425-01A 70 years, female, white, stage:Stage IIIC, alive, 447 days 3254.1
TCGA-BH-A204-01A 80 years, female, white, stage:Stage IIB, dead, 2534 days 3249.8
TCGA-AO-A12A-01A 47 years, female, white, stage:Stage IIA, alive, 3112 days 3248.7
TCGA-BH-A0HA-01A 31 years, female, white, stage:Stage I, alive, 1611 days 3246.7
TCGA-D8-A1JB-01A 54 years, female, white, stage:Stage IIB, alive, 1688 days 3246.7
TCGA-D8-A145-01A 80 years, female, white, stage:Stage IIA, alive, 410 days 3239.1
TCGA-EW-A1P6-01A 64 years, female, white, stage:Stage IIB, alive, 562 days 3237.0
TCGA-E9-A1N4-01A 41 years, female, white, stage:Stage IIIA, alive, 1000 days 3234.9
TCGA-AR-A1AU-01A 39 years, female, white, stage:Stage IIIA, alive, 2868 days 3234.6
TCGA-BH-A1EU-01A 83 years, female, white, stage:Stage I, dead, 1286 days 3231.6
TCGA-AN-A0AJ-01A 79 years, female, white, stage:Stage IIB, alive, 303 days 3230.9
TCGA-BH-A0HN-01A 67 years, female, white, stage:Stage IA, alive, 516 days 3228.8
TCGA-AO-A129-01A 29 years, female, white, stage:Stage IIB, alive, 3286 days 3227.9
TCGA-E9-A1R5-01A 63 years, female, white, stage:Stage IA, alive, 92 days 3227.3
TCGA-4H-AAAK-01A 50 years, female, white, stage:Stage IIIA, alive, 348 days 3226.6
TCGA-BH-A0DS-01A 71 years, female, white, stage:Stage IIIA, alive, 78 days 3226.6
TCGA-AC-A2B8-01A 84 years, female, white, stage:Stage IIB, alive, 677 days 3223.9
TCGA-BH-A0HQ-01A 56 years, female, white, stage:Stage IIA, alive, 1121 days 3222.1
TCGA-AC-A6IX-01A 49 years, female, white, stage:Stage IIIC, alive, 373 days 3221.7
TCGA-BH-A1EV-01A 45 years, female, white, stage:Stage IIIA, dead, 365 days 3221.1
TCGA-A2-A0YE-01A 48 years, female, white, stage:Stage IIB, alive, 554 days 3220.1
TCGA-AC-A8OS-01A 71 years, female, white, stage:Stage IIA, alive, 70 days 3217.8
TCGA-C8-A1HO-01A 34 years, female, asian, stage:Stage IIIC, alive, 375 days 3212.8
TCGA-BH-A18J-01A 56 years, female, white, stage:Stage IV, dead, 612 days 3208.8
TCGA-D8-A141-01A 40 years, female, white, stage:'--, alive, 626 days 3204.8
TCGA-AO-A0JL-01A 59 years, female, white, stage:Stage IIIA, alive, 1683 days 3195.3
TCGA-BH-A0BD-01A 47 years, female, white, stage:Stage IIA, alive, 554 days 3187.5
TCGA-LL-A442-01A 56 years, female, black or african american, stage:Stage IIA, alive, 889 days 3186.0
TCGA-AQ-A7U7-01A 55 years, female, white, stage:Stage IIIA, dead, 584 days 3183.6
TCGA-BH-A0H9-01A 69 years, female, white, stage:Stage IIA, alive, 1247 days 3178.3
TCGA-E2-A1IN-01A 60 years, female, white, stage:Stage I, alive, 675 days 3176.9
TCGA-E2-A1IL-01A 78 years, female, white, stage:Stage IIA, alive, 118 days 3174.5
TCGA-AN-A0FY-01A 55 years, female, white, stage:Stage IA, alive, 10 days 3171.8
TCGA-BH-A0B4-01A 65 years, male, white, stage:Stage IIIA, alive, 1191 days 3170.6
TCGA-B6-A0RE-01A 61 years, female, black or african american, stage:Stage X, alive, 7777 days 3166.5
TCGA-AO-A0JI-01A 56 years, female, white, stage:Stage IIA, alive, 1528 days 3166.0
TCGA-BH-A0H7-01A 65 years, female, white, stage:Stage IIIA, alive, 702 days 3165.4
TCGA-EW-A6SC-01A 60 years, female, black or african american, stage:Stage IIA, alive, 952 days 3158.1
TCGA-D8-A1XK-01A 55 years, female, white, stage:Stage IIB, alive, 441 days 3158.1
TCGA-E9-A1QZ-01A 61 years, female, white, stage:Stage IIA, alive, 755 days 3157.7
TCGA-A8-A09W-01A 70 years, female, stage:Stage IIIB, alive, 30 days 3157.6
TCGA-C8-A137-01A 34 years, female, asian, stage:Stage IIB, alive, 379 days 3157.6
TCGA-D8-A27R-01A 41 years, female, white, stage:Stage IIIC, alive, 307 days 3156.8
TCGA-E9-A22E-01A 56 years, female, white, stage:Stage IIIA, alive, 1269 days 3156.2
TCGA-E2-A1II-01A 51 years, female, white, stage:Stage I, alive, 1025 days 3153.3
TCGA-A2-A0CL-01A 37 years, female, black or african american, stage:Stage IIIA, alive, 3015 days 3151.7
TCGA-LL-A5YP-01A 49 years, female, black or african american, stage:Stage IIB, alive, 450 days 3150.3
TCGA-C8-A8HR-01A 49 years, female, asian, stage:Stage IIIA, alive, 408 days 3148.7
TCGA-E2-A14R-01A 62 years, female, white, stage:Stage IIA, alive, 1174 days 3146.8
TCGA-B6-A409-01A 44 years, female, black or african american, stage:Stage IIIA, dead, 573 days 3145.8
TCGA-E2-A1LL-01A 73 years, female, black or african american, stage:Stage IIIA, alive, 1309 days 3145.7
TCGA-E9-A1R3-01A 70 years, female, white, stage:Stage IIIC, alive, 78 days 3142.0
TCGA-AQ-A1H2-01A 84 years, female, white, stage:Stage IIIA, alive, 475 days 3141.2
TCGA-AN-A0FJ-01A 59 years, female, white, stage:Stage IV, alive, 242 days 3139.0
TCGA-AN-A0XV-01A 67 years, female, white, stage:Stage IIIA, alive, 162 days 3138.9
TCGA-AR-A5QM-01A 62 years, female, white, stage:Stage IIA, alive, 2231 days 3138.3
TCGA-A8-A0AB-01A 54 years, female, stage:Stage IIA, alive, 518 days 3122.9
TCGA-E2-A1BC-01A 63 years, female, stage:Stage IA, alive, 501 days 3114.6
TCGA-BH-A18P-01A 60 years, female, white, stage:Stage I, dead, 921 days 3113.4
TCGA-BH-A1FE-01A 31 years, female, white, stage:Stage IIB, dead, 2273 days 3110.0
TCGA-BH-A0HW-01A 62 years, female, asian, stage:Stage IA, alive, 1561 days 3109.4
TCGA-AR-A1AQ-01A 49 years, female, white, stage:Stage IIA, alive, 3021 days 3109.1
TCGA-AR-A2LH-01A 55 years, female, white, stage:Stage III, dead, 616 days 3101.8
TCGA-C8-A12Z-01A 45 years, female, asian, stage:Stage IIB, alive, 382 days 3094.8
TCGA-E2-A570-01A 47 years, female, black or african american, stage:Stage IB, alive, 931 days 3089.0
TCGA-C8-A1HL-01A 38 years, female, asian, stage:Stage IIIA, alive, 317 days 3086.6
TCGA-D8-A1J8-01A 77 years, female, white, stage:Stage IIB, alive, 431 days 3081.5
TCGA-B6-A0RH-01A 51 years, female, black or african american, stage:Stage IIA, dead, 6456 days 3080.9
TCGA-D8-A27L-01A 49 years, female, white, stage:Stage IIIA, alive, 499 days 3072.5
TCGA-AC-A2QJ-01A 48 years, female, white, stage:Stage IIIB, dead, 446 days 3066.0
TCGA-D8-A3Z6-01A 56 years, female, white, stage:Stage IIIC, alive, 563 days 3063.6
TCGA-LL-A5YM-01A 88 years, female, black or african american, stage:Stage IIIB, alive, 394 days 3061.1
TCGA-BH-A0DI-01A 63 years, female, white, stage:Stage IIB, alive, 912 days 3058.3
TCGA-C8-A273-01A 29 years, female, asian, stage:Stage IIB, alive, 513 days 3057.9
TCGA-A7-A26J-01A 49 years, female, white, stage:Stage IIA, alive, 627 days 3053.5
TCGA-BH-A0BT-01A 56 years, female, white, stage:Stage IIA, alive, 2365 days 3050.7
TCGA-AO-A03R-01A 57 years, female, white, stage:Stage IIB, alive, 2091 days 3047.4
TCGA-BH-A5J0-01A 63 years, female, black or african american, stage:Stage IA, alive, 715 days 3043.0
TCGA-A8-A06R-01A 69 years, female, stage:Stage IIB, alive, 547 days 3040.9
TCGA-E2-A1B1-01A 45 years, female, white, stage:Stage IIB, alive, 2653 days 3040.1
TCGA-A2-A25F-01A 66 years, female, white, stage:Stage IIA, alive, 322 days 3033.2
TCGA-A8-A0A1-01A 84 years, female, stage:Stage IIA, alive, 365 days 3031.7
TCGA-PE-A5DE-01A 41 years, female, white, stage:Stage IIA, alive, 2645 days 3031.2
TCGA-AN-A0FT-01A 63 years, female, white, stage:Stage IIB, alive, 214 days 3030.9
TCGA-A2-A0YJ-01A 39 years, female, white, stage:Stage IIIA, alive, 566 days 3029.7
TCGA-E2-A1IJ-01A 57 years, female, white, stage:Stage I, alive, 865 days 3026.4
TCGA-A2-A4S0-01A 77 years, female, white, stage:Stage IIA, alive, 706 days 3024.5
TCGA-B6-A0X1-01A 48 years, female, white, stage:'--, dead, 7455 days 3022.8
TCGA-E2-A1IU-01A 60 years, female, white, stage:Stage IA, alive, 337 days 3019.4
TCGA-E2-A1L9-01A 40 years, female, white, stage:Stage IIA, alive, 598 days 3015.4
TCGA-D8-A1XR-01A 56 years, female, white, stage:Stage IIB, alive, 482 days 3007.2
TCGA-A8-A07C-01A 57 years, female, stage:Stage IIA, alive, 1034 days 3006.7
TCGA-A1-A0SG-01A 61 years, female, white, stage:Stage IIB, alive, 434 days 3005.4
TCGA-D8-A1Y1-01A 80 years, female, white, stage:Stage IIIA, dead, 302 days 3003.4
TCGA-E9-A1NG-01A 62 years, female, white, stage:Stage IIA, dead, 786 days 2995.2
TCGA-AR-A5QN-01A 68 years, female, white, stage:Stage IIIC, alive, 1013 days 2990.9
TCGA-D8-A27F-01A 40 years, female, white, stage:Stage IIA, alive, 488 days 2984.9
TCGA-A2-A1FX-01A 61 years, female, white, stage:Stage IIIA, alive, 1847 days 2982.5
TCGA-AR-A1AO-01A 47 years, female, white, stage:Stage IIA, alive, 2618 days 2982.3
TCGA-D8-A27G-01A 75 years, female, white, stage:Stage IIA, alive, 409 days 2981.2
TCGA-B6-A0IJ-01A 42 years, female, black or african american, stage:Stage IIB, alive, 7106 days 2981.0
TCGA-BH-A0BO-01A 54 years, female, white, stage:Stage I, alive, 2197 days 2980.5
TCGA-AN-A0FX-01A 52 years, female, white, stage:Stage IIA, alive, 10 days 2978.1
TCGA-E2-A15H-01A 38 years, female, white, stage:Stage IIA, alive, 393 days 2969.0
TCGA-AQ-A04J-01A 45 years, female, white, stage:Stage IIA, alive, 819 days 2967.2
TCGA-E2-A1L7-01A 40 years, female, white, stage:Stage IIIA, alive, 1836 days 2966.8
TCGA-BH-A1EN-01A 78 years, female, white, stage:Stage IIA, dead, 2127 days 2960.6
TCGA-E9-A22D-01A 38 years, female, white, stage:Stage IIA, alive, 1248 days 2958.7
TCGA-E2-A15T-01A 65 years, female, white, stage:Stage IIA, alive, 1563 days 2955.8
TCGA-A8-A09X-01A 62 years, female, stage:Stage IIIC, dead, 426 days 2954.5
TCGA-B6-A0WX-01A 40 years, female, black or african american, stage:Stage IIIA, dead, 639 days 2951.1
TCGA-A8-A091-01A 61 years, female, stage:Stage IIA, alive, 1004 days 2951.0
TCGA-BH-A0BZ-01A 59 years, female, white, stage:Stage IIIA, alive, 2255 days 2947.9
TCGA-B6-A2IU-01A 62 years, female, white, stage:Stage IIA, alive, 5176 days 2941.7
TCGA-E2-A1IG-01A 45 years, female, white, stage:Stage IIB, alive, 2140 days 2938.9
TCGA-A2-A0YI-01A 62 years, female, white, stage:Stage I, alive, 1505 days 2936.5
TCGA-A2-A0CS-01A 73 years, female, white, stage:Stage IV, dead, 2348 days 2932.0
TCGA-E2-A150-01A 48 years, female, white, stage:Stage IIA, alive, 1935 days 2930.9
TCGA-AC-A6IV-01A 47 years, female, white, stage:Stage IIB, alive, 568 days 2929.3
TCGA-E2-A15K-01A 58 years, female, white, stage:Stage IIB, alive, 275 days 2928.4
TCGA-E9-A1ND-01A 75 years, female, white, stage:Stage IIB, alive, 1266 days 2927.3
TCGA-A8-A09T-01A 68 years, female, stage:'--, alive, 579 days 2925.5
TCGA-BH-A0RX-01A 59 years, female, white, stage:Stage IIA, alive, 170 days 2925.3
TCGA-D8-A1XM-01A 57 years, female, white, stage:Stage IA, alive, 538 days 2924.2
TCGA-E2-A15C-01A 61 years, female, white, stage:Stage I, alive, 694 days 2919.7
TCGA-LL-A6FR-01A 50 years, female, black or african american, stage:Stage IIA, alive, 489 days 2917.7
TCGA-A8-A075-01A 42 years, female, stage:Stage IIB, alive, 518 days 2910.7
TCGA-B6-A0IH-01A 81 years, female, white, stage:Stage IIIA, dead, 2965 days 2905.6
TCGA-PE-A5DD-01A 64 years, female, asian, stage:Stage IIA, alive, 1953 days 2905.5
TCGA-BH-A0HB-01A 55 years, female, white, stage:Stage IA, alive, 806 days 2902.4
TCGA-D8-A1XG-01A 86 years, female, white, stage:Stage IIIB, alive, 448 days 2900.5
TCGA-C8-A26W-01A 58 years, female, asian, stage:Stage IIB, alive, 381 days 2899.3
TCGA-A7-A26H-01A 72 years, female, white, stage:Stage IIA, alive, 724 days 2897.8
TCGA-A7-A4SC-01A 62 years, female, white, stage:Stage IIB, alive, 446 days 2897.8
TCGA-E2-A2P5-01A 78 years, female, black or african american, stage:Stage IIIC, dead, 821 days 2894.5
TCGA-A7-A13D-01A 46 years, female, black or african american, stage:Stage IIA, alive, 965 days 2891.6
TCGA-BH-A0E1-01A 52 years, female, white, stage:Stage IIB, alive, 477 days 2890.6
TCGA-AR-A0TZ-01A 43 years, female, white, stage:'--, dead, 3262 days 2889.5
TCGA-B6-A0IM-01A 75 years, female, black or african american, stage:Stage IIB, dead, 3873 days 2885.7
TCGA-BH-A18S-01A 79 years, female, white, stage:Stage I, dead, 2009 days 2885.3
TCGA-A8-A0A9-01A 80 years, female, stage:Stage IIA, alive, 822 days 2885.0
TCGA-BH-A1FR-01A 73 years, female, white, stage:Stage IIIB, dead, 1642 days 2879.2
TCGA-BH-A18R-01A 50 years, female, white, stage:Stage IIA, dead, 1142 days 2873.5
TCGA-E9-A295-01A 71 years, female, white, stage:Stage IIA, alive, 375 days 2873.1
TCGA-S3-AA14-01A 47 years, female, black or african american, stage:Stage I, alive, 529 days 2872.9
TCGA-C8-A1HJ-01A 53 years, female, asian, stage:Stage IIA, alive, 5 days 2870.0
TCGA-GM-A2DA-01A 46 years, female, white, stage:Stage IIB, dead, 6593 days 2864.6
TCGA-BH-A0BR-01A 59 years, female, white, stage:Stage I, alive, 2330 days 2864.2
TCGA-BH-A18N-01A 88 years, female, white, stage:Stage IIA, dead, 468 days 2855.0
TCGA-A1-A0SN-01A 50 years, female, white, stage:Stage IIA, alive, 1196 days 2853.4
TCGA-AR-A256-01A 45 years, female, white, stage:Stage IIA, dead, 2854 days 2852.3
TCGA-B6-A0RL-01A 60 years, female, black or african american, stage:Stage IIA, dead, 2469 days 2851.3
TCGA-AR-A0TS-01A 46 years, female, white, stage:Stage IIB, alive, 2558 days 2848.6
TCGA-AO-A1KT-01A 78 years, female, white, stage:Stage IIA, alive, 541 days 2841.5
TCGA-BH-A0H0-01A 69 years, female, white, stage:Stage IA, alive, 461 days 2838.3
TCGA-E9-A22H-01A 42 years, female, white, stage:Stage IIB, alive, 1232 days 2835.8
TCGA-D8-A1JI-01A 54 years, female, white, stage:Stage IIA, alive, 577 days 2833.5
TCGA-A8-A07E-01A 81 years, female, stage:Stage X, alive, 608 days 2831.7
TCGA-D8-A1JJ-01A 54 years, female, white, stage:Stage IIA, alive, 611 days 2829.5
TCGA-E2-A15E-01A 40 years, female, white, stage:Stage IIA, alive, 630 days 2823.0
TCGA-BH-A201-01A 64 years, female, white, stage:Stage IA, alive, 856 days 2820.4
TCGA-OL-A6VO-01A 43 years, female, black or african american, stage:Stage IA, alive, 858 days 2819.6
TCGA-AC-A2QI-01A 76 years, female, white, stage:Stage IIIA, alive, 588 days 2819.2
TCGA-E2-A1AZ-01A 63 years, female, white, stage:Stage IIB, alive, 2329 days 2818.2
TCGA-E2-A14T-01A 52 years, female, white, stage:Stage IIA, alive, 2311 days 2808.2
TCGA-A8-A099-01A 76 years, female, stage:Stage X, alive, 304 days 2806.5
TCGA-AN-A0XU-01A 54 years, female, white, stage:Stage IIA, alive, 10 days 2800.3
TCGA-A7-A56D-01A 84 years, female, black or african american, stage:Stage IIA, alive, 448 days 2799.8
TCGA-E9-A247-01A 59 years, female, white, stage:Stage IA, alive, 1186 days 2796.3
TCGA-E9-A229-01A 37 years, female, white, stage:Stage IA, alive, 1148 days 2786.6
TCGA-A2-A04Q-01A 48 years, female, white, stage:Stage IA, alive, 2385 days 2780.5
TCGA-D8-A1XB-01A 62 years, female, white, stage:Stage IIB, alive, 552 days 2779.4
TCGA-D8-A1JS-01A 77 years, female, white, stage:Stage IA, alive, 371 days 2777.1
TCGA-D8-A1JH-01A 56 years, female, white, stage:Stage IA, alive, 426 days 2775.6
TCGA-BH-A0AW-01A 56 years, female, white, stage:Stage IIA, alive, 622 days 2769.4
TCGA-D8-A1XU-01A 56 years, female, white, stage:Stage IA, alive, 395 days 2766.3
TCGA-EW-A1OZ-01A 56 years, female, black or african american, stage:Stage IIA, alive, 1229 days 2764.8
TCGA-A2-A4RX-01A 67 years, female, black or african american, stage:Stage IIA, alive, 742 days 2764.3
TCGA-BH-A18Q-01A 56 years, female, white, stage:Stage IIB, dead, 1692 days 2759.7
TCGA-E2-A155-01A 58 years, female, white, stage:Stage IIB, alive, 640 days 2758.5
TCGA-B6-A0WV-01A 67 years, female, white, stage:Stage IIB, dead, 2417 days 2757.5
TCGA-AR-A24N-01A 54 years, female, white, stage:Stage I, alive, 3035 days 2750.7
TCGA-LQ-A4E4-01A 73 years, female, white, stage:Stage IIIA, alive, 849 days 2749.1
TCGA-BH-A208-01A 48 years, female, white, stage:Stage IIB, dead, 1759 days 2742.5
TCGA-E9-A245-01A 47 years, female, white, stage:Stage IIB, dead, 26 days 2741.8
TCGA-A2-A0CM-01A 40 years, female, black or african american, stage:Stage IIA, dead, 754 days 2737.2
TCGA-LL-A441-01A 62 years, female, black or african american, stage:Stage IA, alive, 996 days 2734.5
TCGA-AC-A3HN-01A 87 years, female, white, stage:Stage IIB, alive, 496 days 2731.4
TCGA-A1-A0SD-01A 59 years, female, white, stage:Stage IIA, alive, 437 days 2727.6
TCGA-BH-A0B5-01A 40 years, female, white, stage:Stage IIIA, alive, 2136 days 2727.4
TCGA-D8-A1JE-01A 62 years, female, white, stage:Stage IIA, alive, 575 days 2726.5
TCGA-E9-A22G-01A 47 years, female, white, stage:Stage IIA, alive, 1239 days 2723.3
TCGA-E2-A14Y-01A 35 years, female, white, stage:Stage IIA, alive, 2109 days 2720.0
TCGA-E2-A15O-01A 89 years, female, black or african american, stage:Stage I, alive, 289 days 2718.7
TCGA-AR-A1AP-01A 80 years, female, white, stage:Stage I, alive, 2856 days 2713.0
TCGA-B6-A0RT-01A 39 years, female, white, stage:Stage IIIA, alive, 2721 days 2712.8
TCGA-A8-A06X-01A 77 years, female, stage:Stage IIB, dead, 943 days 2710.1
TCGA-A7-A3J0-01A 62 years, female, white, stage:Stage IIA, alive, 313 days 2707.9
TCGA-AR-A255-01A 62 years, female, white, stage:Stage I, alive, 2161 days 2706.2
TCGA-A2-A0T2-01A 66 years, female, white, stage:Stage IV, dead, 255 days 2703.7
TCGA-AO-A0J3-01A 67 years, female, white, stage:Stage IIB, alive, 651 days 2697.9
TCGA-AQ-A0Y5-01A 70 years, female, white, stage:Stage IIIA, dead, 172 days 2695.5
TCGA-AO-A03O-01A 69 years, female, black or african american, stage:Stage IIA, dead, 2483 days 2694.4
TCGA-AN-A0XN-01A 68 years, female, white, stage:Stage IIIA, alive, 10 days 2694.0
TCGA-A2-A0CT-01A 71 years, female, white, stage:Stage IIA, alive, 2289 days 2693.2
TCGA-E2-A10E-01A 64 years, female, white, stage:Stage IIA, alive, 865 days 2692.2
TCGA-AN-A0XL-01A 61 years, female, white, stage:Stage IIA, alive, 163 days 2691.6
TCGA-BH-A0AY-01A 62 years, female, white, stage:Stage IIA, alive, 777 days 2689.9
TCGA-A8-A079-01A 69 years, female, stage:Stage IIIB, alive, 274 days 2684.5
TCGA-E2-A108-01A 64 years, female, white, stage:Stage IIIA, alive, 837 days 2683.6
TCGA-PL-A8LX-01A 35 years, female, black or african american, stage:Stage IV, alive, 5 days 2681.7
TCGA-E9-A1RD-01A 67 years, female, white, stage:Stage IIA, alive, 34 days 2680.0
TCGA-LL-A5YO-01A 50 years, female, black or african american, stage:Stage IA, alive, 440 days 2678.8
TCGA-A8-A0AD-01A 83 years, female, stage:Stage I, alive, 1157 days 2678.6
TCGA-E2-A14Q-01A 50 years, female, white, stage:Stage IIB, alive, 1163 days 2677.6
TCGA-AR-A5QQ-01A 68 years, female, white, stage:Stage IIIA, dead, 322 days 2676.0
TCGA-A8-A0A7-01A 57 years, female, stage:Stage IIB, alive, 30 days 2675.1
TCGA-A7-A2KD-01A 53 years, female, black or african american, stage:Stage IIIA, alive, 679 days 2675.0
TCGA-BH-A1ET-01A 55 years, female, white, stage:Stage I, dead, 2520 days 2674.4
TCGA-AO-A12G-01A 75 years, female, white, stage:Stage IIA, alive, 1639 days 2673.1
TCGA-BH-A0BP-01A 76 years, female, white, stage:Stage I, dead, 2296 days 2672.2
TCGA-AR-A0TV-01A 66 years, female, stage:Stage IIA, alive, 2288 days 2670.6
TCGA-GM-A2DD-01A 53 years, female, white, stage:Stage I, alive, 2282 days 2667.9
TCGA-D8-A1JD-01A 41 years, female, white, stage:Stage IIB, alive, 552 days 2667.8
TCGA-OL-A5RU-01A 63 years, female, black or african american, stage:Stage IIA, alive, 1219 days 2665.3
TCGA-AR-A0TX-01A 64 years, female, stage:Stage IIA, alive, 1972 days 2660.6
TCGA-EW-A6SA-01A 59 years, male, black or african american, stage:Stage II, alive, 510 days 2659.2
TCGA-AR-A1AJ-01A 83 years, female, white, stage:Stage I, alive, 2383 days 2654.4
TCGA-BH-A0AZ-01A 47 years, female, white, stage:Stage IIIA, alive, 1919 days 2652.7
TCGA-A2-A0EN-01A 70 years, female, white, stage:Stage IIA, alive, 4088 days 2647.9
TCGA-E2-A1IH-01A 80 years, female, white, stage:Stage I, alive, 1026 days 2644.8
TCGA-EW-A1PD-01A 61 years, male, white, stage:Stage IIA, alive, 424 days 2643.4
TCGA-E9-A1RC-01A 56 years, female, white, stage:Stage IIIC, alive, 1224 days 2641.1
TCGA-E9-A1R7-01A 64 years, female, white, stage:Stage IIA, alive, 1467 days 2639.0
TCGA-E2-A109-01A 64 years, female, white, stage:Stage IIA, alive, 1417 days 2638.8
TCGA-A8-A0A2-01A 66 years, female, stage:Stage IIA, alive, 579 days 2638.1
TCGA-A2-A0CX-01A 52 years, female, white, stage:Stage IIA, alive, 1728 days 2638.1
TCGA-A7-A26G-01A 50 years, female, black or african american, stage:Stage IIA, alive, 722 days 2635.8
TCGA-A8-A08B-01A 52 years, female, stage:Stage IIA, alive, 1156 days 2635.3
TCGA-D8-A1X6-01A 80 years, female, white, stage:Stage IIIA, alive, 541 days 2634.2
TCGA-UU-A93S-01A 63 years, female, black or african american, stage:Stage IV, dead, 116 days 2632.2
TCGA-AR-A1AX-01A 64 years, female, white, stage:Stage I, alive, 2629 days 2631.5
TCGA-BH-A1FG-01A 88 years, female, white, stage:Stage I, dead, 577 days 2625.7
TCGA-A7-A3J1-01A 63 years, female, white, stage:Stage IA, alive, 343 days 2616.5
TCGA-E2-A152-01A 56 years, female, white, stage:Stage I, alive, 2128 days 2611.5
TCGA-EW-A1IZ-01A 53 years, female, white, stage:Stage IIIA, alive, 554 days 2603.8
TCGA-A2-A0YF-01A 67 years, female, black or african american, stage:Stage I, alive, 1535 days 2603.5
TCGA-BH-A0DG-01A 30 years, female, black or african american, stage:Stage IIA, alive, 2041 days 2602.4
TCGA-A2-A4S2-01A 62 years, female, white, stage:Stage IIIA, alive, 643 days 2601.8
TCGA-BH-A0B7-01A 42 years, female, white, stage:Stage IIB, alive, 2559 days 2596.2
TCGA-BH-A0DQ-01A 42 years, female, white, stage:Stage IIB, alive, 98 days 2592.5
TCGA-AR-A24H-01A 65 years, female, white, stage:Stage IIA, alive, 4894 days 2586.5
TCGA-A7-A0DA-01A 62 years, female, white, stage:Stage IIA, alive, 1085 days 2586.5
TCGA-E2-A1IE-01A 61 years, female, white, stage:Stage IIB, alive, 2362 days 2584.9
TCGA-E2-A1LB-01A 41 years, female, black or african american, stage:Stage IIB, alive, 2306 days 2583.7
TCGA-E2-A1B6-01A 44 years, female, white, stage:Stage IIA, alive, 867 days 2578.4
TCGA-BH-A0C0-01A 62 years, female, white, stage:Stage IIA, alive, 1270 days 2571.0
TCGA-BH-A1F0-01A 80 years, female, white, stage:Stage IIA, dead, 785 days 2569.9
TCGA-D8-A1Y3-01A 61 years, female, white, stage:Stage IIIA, alive, 430 days 2566.3
TCGA-AN-A0FF-01A 32 years, female, white, stage:Stage IA, alive, 172 days 2561.2
TCGA-A2-A3Y0-01A 57 years, female, black or african american, stage:Stage IIB, alive, 1546 days 2559.8
TCGA-D8-A1XZ-01A 81 years, female, white, stage:Stage IIIA, alive, 466 days 2558.3
TCGA-A7-A0CJ-01A 57 years, female, white, stage:Stage IIA, alive, 931 days 2557.7
TCGA-D8-A1XD-01A 36 years, female, white, stage:Stage IIIA, alive, 522 days 2554.7
TCGA-BH-A0E7-01A 79 years, female, white, stage:Stage IIB, alive, 1363 days 2553.1
TCGA-E9-A24A-01A 69 years, female, white, stage:Stage IIA, alive, 747 days 2548.8
TCGA-AN-A03X-01A 74 years, female, white, stage:Stage IIA, alive, 10 days 2545.1
TCGA-AN-A0XR-01A 55 years, female, white, stage:Stage IIIA, alive, 10 days 2543.9
TCGA-C8-A132-01A 56 years, female, asian, stage:Stage IIB, alive, 383 days 2538.6
TCGA-A2-A0CW-01A 67 years, female, white, stage:Stage IIB, alive, 3283 days 2536.3
TCGA-AN-A049-01A 62 years, female, white, stage:Stage IIA, alive, 19 days 2534.5
TCGA-A2-A1FV-01A 74 years, female, white, stage:Stage IIB, alive, 714 days 2532.9
TCGA-E9-A1N5-01A 45 years, female, white, stage:Stage IIB, alive, 1120 days 2531.4
TCGA-C8-A275-01A 56 years, female, asian, stage:Stage IIA, alive, 1 days 2530.6
TCGA-BH-A6R9-01A 61 years, female, white, stage:Stage IIA, alive, 160 days 2530.3
TCGA-AO-A0JB-01A 50 years, female, white, stage:Stage IIIA, alive, 1542 days 2529.8
TCGA-E9-A243-01A 52 years, female, white, stage:Stage IIA, alive, 612 days 2527.3
TCGA-PL-A8LZ-01A 29 years, female, black or african american, stage:Stage IIIB, alive, 302 days 2527.1
TCGA-EW-A1J3-01A 61 years, female, white, stage:Stage IA, alive, 504 days 2524.7
TCGA-D8-A27N-01A 36 years, female, white, stage:Stage IIIA, alive, 519 days 2521.7
TCGA-BH-A0C3-01A 47 years, female, white, stage:Stage I, alive, 2709 days 2517.8
TCGA-A8-A06Y-01A 66 years, female, stage:Stage IIA, alive, 791 days 2515.5
TCGA-A7-A0D9-01A 37 years, female, white, stage:Stage IIA, alive, 1139 days 2511.6
TCGA-GM-A4E0-01A 67 years, female, white, stage:Stage IIIC, alive, 2191 days 2505.0
TCGA-A2-A0T1-01A 55 years, female, american indian or alaska native, stage:Stage IIIC, alive, 521 days 2503.2
TCGA-E2-A10A-01A 41 years, female, white, stage:Stage IIB, alive, 1229 days 2501.7
TCGA-E9-A1NF-01A 60 years, female, white, stage:Stage IIA, dead, 1072 days 2501.5
TCGA-E2-A1IO-01A 37 years, female, white, stage:Stage I, alive, 1855 days 2501.0
TCGA-E2-A1LI-01A 57 years, female, white, stage:Stage IIB, alive, 3121 days 2500.5
TCGA-E9-A3QA-01A 33 years, female, white, stage:Stage IIA, alive, 918 days 2498.4
TCGA-AO-A0JA-01A 36 years, female, black or african american, stage:Stage IIIC, alive, 655 days 2496.6
TCGA-A2-A3XS-01A 62 years, female, black or african american, stage:Stage IIIA, dead, 1032 days 2495.9
TCGA-A2-A0T7-01A 51 years, female, white, stage:Stage IIA, alive, 631 days 2495.8
TCGA-B6-A0RI-01A 44 years, female, white, stage:Stage IIIB, alive, 7126 days 2490.9
TCGA-AO-A03L-01A 34 years, female, asian, stage:Stage IIIA, alive, 2442 days 2487.4
TCGA-A2-A0YC-01A 59 years, female, white, stage:Stage IIB, alive, 990 days 2487.3
TCGA-C8-A1HE-01A 59 years, female, asian, stage:Stage IIA, alive, 375 days 2486.5
TCGA-A8-A0A6-01A 64 years, female, stage:Stage IIIC, alive, 640 days 2486.3
TCGA-E2-A15P-01A 61 years, female, white, stage:Stage IA, alive, 595 days 2485.1
TCGA-A2-A1G0-01A 49 years, female, white, stage:Stage IIB, alive, 616 days 2479.7
TCGA-D8-A1XF-01A 45 years, female, white, stage:Stage IIA, alive, 463 days 2476.3
TCGA-A2-A4S3-01A 59 years, female, black or african american, stage:Stage IIB, alive, 666 days 2476.3
TCGA-A2-A25B-01A 39 years, female, black or african american, stage:Stage IIB, alive, 1291 days 2474.1
TCGA-EW-A1PA-01A 59 years, female, white, stage:Stage IIB, alive, 575 days 2473.1
TCGA-C8-A1HN-01A 56 years, female, asian, stage:Stage IIA, alive, 394 days 2472.4
TCGA-AR-A2LL-01A 70 years, female, white, stage:Stage IIB, alive, 2012 days 2471.2
TCGA-AN-A0XS-01A 63 years, female, white, stage:Stage IIIA, alive, 10 days 2470.9
TCGA-D8-A73W-01A 79 years, female, white, stage:Stage IIIA, dead, 385 days 2465.3
TCGA-A2-A04X-01A 34 years, female, white, stage:Stage IIA, alive, 1686 days 2463.5
TCGA-AR-A24Q-01A 49 years, female, white, stage:Stage IIB, alive, 3172 days 2462.7
TCGA-A8-A09A-01A 40 years, female, stage:Stage X, alive, 304 days 2459.0
TCGA-EW-A2FR-01A 59 years, female, black or african american, stage:Stage IIIC, alive, 1673 days 2458.1
TCGA-BH-A0DE-01A 62 years, female, white, stage:Stage IIA, alive, 2372 days 2456.6
TCGA-A2-A3XX-01A 49 years, female, black or african american, stage:Stage IIA, dead, 1439 days 2454.4
TCGA-BH-A0BL-01A 35 years, female, white, stage:Stage I, alive, 2278 days 2449.1
TCGA-E2-A10C-01A 54 years, female, white, stage:Stage IIB, alive, 1220 days 2447.2
TCGA-E2-A56Z-01A 69 years, female, black or african american, stage:Stage IIB, alive, 252 days 2439.2
TCGA-E9-A2JS-01A 72 years, female, white, stage:Stage IIB, dead, 904 days 2438.7
TCGA-S3-AA10-01A 65 years, female, black or african american, stage:Stage IIA, alive, 586 days 2437.5
TCGA-E2-A15M-01A 66 years, female, white, stage:Stage IIA, dead, 336 days 2433.9
TCGA-B6-A0WW-01A 58 years, female, black or african american, stage:Stage X, dead, 558 days 2432.1
TCGA-C8-A1HK-01A 53 years, female, asian, stage:Stage IIB, alive, 366 days 2432.1
TCGA-AN-A041-01A 29 years, female, white, stage:Stage IIB, alive, 7 days 2428.4
TCGA-D8-A1JA-01A 60 years, female, white, stage:'--, alive, 502 days 2426.9
TCGA-AR-A252-01A 50 years, female, white, stage:Stage I, alive, 2838 days 2421.5
TCGA-AO-A12E-01A 51 years, female, white, stage:Stage IIB, alive, 2142 days 2421.2
TCGA-E9-A1RI-01A 43 years, female, white, stage:Stage IIIA, alive, 1449 days 2419.8
TCGA-A7-A13E-01A 62 years, female, white, stage:Stage IIB, dead, 614 days 2414.5
TCGA-BH-A0WA-01A 82 years, female, white, stage:Stage I, alive, 701 days 2414.2
TCGA-EW-A1OW-01A 58 years, female, black or african american, stage:Stage IIA, alive, 694 days 2411.5
TCGA-BH-A0H6-01A 82 years, female, white, stage:Stage I, alive, 747 days 2406.6
TCGA-BH-A1FD-01A 68 years, female, white, stage:Stage I, dead, 1009 days 2396.4
TCGA-A7-A4SA-01A 40 years, female, white, stage:Stage IIB, alive, 454 days 2393.8
TCGA-BH-A0DD-01A 58 years, male, white, stage:Stage IIB, alive, 2486 days 2390.0
TCGA-E9-A1RH-01A 63 years, female, white, stage:Stage IIA, alive, 1417 days 2388.7
TCGA-E2-A15R-01A 64 years, female, white, stage:Stage IIA, alive, 1732 days 2373.2
TCGA-B6-A1KI-01A 63 years, female, white, stage:Stage I, alive, 2236 days 2369.8
TCGA-B6-A0RO-01A 71 years, female, white, stage:Stage IIIB, alive, 4929 days 2368.5
TCGA-EW-A1J5-01A 59 years, female, white, stage:Stage IIB, alive, 477 days 2364.6
TCGA-AN-A0XW-01A 36 years, female, white, stage:Stage IIIA, alive, 170 days 2361.3
TCGA-AN-A0AM-01A 56 years, female, white, stage:Stage IIA, alive, 5 days 2356.0
TCGA-E2-A14X-01A 55 years, female, black or african american, stage:Stage IIIA, alive, 972 days 2355.8
TCGA-AC-A5EH-01A 76 years, female, black or african american, stage:Stage IIB, alive, 511 days 2350.7
TCGA-E2-A107-01A 54 years, female, white, stage:Stage IIIA, alive, 1047 days 2350.1
TCGA-E2-A1LK-01A 84 years, female, black or african american, stage:Stage IIIC, dead, 266 days 2349.5
TCGA-A8-A07Z-01A 85 years, female, stage:Stage IIA, alive, 1371 days 2348.4
TCGA-D8-A73U-01A 88 years, female, white, stage:Stage IIA, alive, 492 days 2346.6
TCGA-D8-A1XC-01A 85 years, female, white, stage:Stage IIIB, dead, 377 days 2346.4
TCGA-GI-A2C9-01A 58 years, female, black or african american, stage:Stage IIB, alive, 3342 days 2346.0
TCGA-D8-A27W-01A 55 years, female, white, stage:Stage IIIB, alive, 373 days 2343.6
TCGA-EW-A423-01A 75 years, female, white, stage:Stage IIA, alive, 533 days 2343.3
TCGA-A7-A6VX-01A 68 years, female, black or african american, stage:Stage IIA, alive, 317 days 2343.0
TCGA-A8-A08O-01A 45 years, female, stage:Stage IV, alive, 943 days 2334.1
TCGA-AR-A24R-01A 45 years, female, white, stage:Stage IIIA, alive, 3430 days 2328.6
TCGA-C8-A1HI-01A 40 years, female, asian, stage:Stage IIIA, alive, 343 days 2325.4
TCGA-BH-A1FN-01A 34 years, female, white, stage:Stage IIA, dead, 2192 days 2323.9
TCGA-A2-A25E-01A 34 years, female, black or african american, stage:Stage IIIA, alive, 3204 days 2318.6
TCGA-E9-A1NE-01A 28 years, female, white, stage:Stage IIB, alive, 1088 days 2318.0
TCGA-EW-A1P4-01A 43 years, female, white, stage:Stage IIA, alive, 907 days 2317.3
TCGA-EW-A6S9-01A 34 years, female, black or african american, stage:Stage IIA, alive, 463 days 2317.1
TCGA-A2-A0ET-01A 58 years, female, white, stage:Stage IIIA, alive, 1066 days 2316.0
TCGA-BH-A18H-01A 63 years, female, white, stage:Stage IA, alive, 652 days 2309.2
TCGA-A7-A0CE-01A 57 years, female, white, stage:Stage IIA, alive, 1074 days 2302.5
TCGA-A2-A3KD-01A 47 years, female, white, stage:Stage IIIA, alive, 1206 days 2300.9
TCGA-C8-A12U-01A 46 years, female, asian, stage:Stage IIB, alive, 385 days 2300.0
TCGA-A1-A0SH-01A 39 years, female, white, stage:Stage IIA, alive, 1437 days 2299.3
TCGA-E9-A1RG-01A 62 years, female, white, stage:Stage IIIA, alive, 647 days 2299.3
TCGA-C8-A138-01A 54 years, female, asian, stage:Stage IIIA, alive, 380 days 2295.2
TCGA-A8-A09M-01A 75 years, female, stage:Stage IIIC, alive, 1006 days 2286.8
TCGA-AN-A0FK-01A 88 years, female, white, stage:Stage IIIB, alive, 213 days 2285.0
TCGA-EW-A1PF-01A 50 years, female, white, stage:Stage IA, alive, 439 days 2284.2
TCGA-E2-A1LA-01A 59 years, female, stage:Stage IIA, alive, 748 days 2283.7
TCGA-E2-A1LS-01A 46 years, female, white, stage:Stage IA, alive, 1604 days 2282.8
TCGA-A8-A08G-01A 41 years, female, stage:Stage IIA, alive, 607 days 2281.3
TCGA-B6-A0RG-01A 26 years, female, white, stage:Stage IIB, alive, 2082 days 2281.0
TCGA-A2-A25C-01A 50 years, female, white, stage:Stage IIB, alive, 523 days 2276.3
TCGA-C8-A26V-01A 47 years, female, asian, stage:Stage IIIA, alive, 616 days 2269.7
TCGA-E9-A1NI-01A 51 years, female, white, stage:Stage IIA, alive, 300 days 2269.4
TCGA-A2-A04Y-01A 53 years, female, white, stage:Stage IIB, alive, 1099 days 2264.5
TCGA-EW-A6SD-01A 32 years, female, black or african american, stage:Stage IIB, alive, 1010 days 2257.9
TCGA-E2-A159-01A 50 years, female, white, stage:Stage IIA, alive, 762 days 2254.4
TCGA-A8-A07R-01A 80 years, female, stage:Stage IIIC, alive, 273 days 2251.7
TCGA-E9-A1R4-01A 66 years, female, white, stage:Stage IA, alive, 186 days 2249.5
TCGA-UL-AAZ6-01A 73 years, female, black or african american, stage:Stage IIA, alive, 518 days 2247.1
TCGA-C8-A27A-01A 48 years, female, asian, stage:Stage IIB, alive, 747 days 2246.4
TCGA-A8-A092-01A 48 years, female, stage:Stage IIIA, alive, 942 days 2246.2
TCGA-BH-A0DL-01A 64 years, female, white, stage:Stage IIA, alive, 2381 days 2239.6
TCGA-A7-A4SB-01A 56 years, female, white, stage:Stage IIIA, alive, 418 days 2239.3
TCGA-D8-A1X9-01A 66 years, female, white, stage:Stage IIB, alive, 727 days 2232.6
TCGA-E9-A1RB-01A 40 years, female, white, stage:Stage IIA, dead, 976 days 2230.5
TCGA-D8-A1XW-01A 53 years, female, white, stage:Stage IIA, alive, 1309 days 2228.4
TCGA-AN-A03Y-01A 66 years, female, white, stage:Stage IIA, alive, 10 days 2224.8
TCGA-AR-A1AK-01A 70 years, female, white, stage:Stage I, alive, 3159 days 2222.9
TCGA-GM-A2DF-01A 53 years, female, black or african american, stage:Stage IIA, alive, 2155 days 2221.0
TCGA-E9-A3Q9-01A 78 years, female, white, stage:Stage IIIC, alive, 1001 days 2220.7
TCGA-BH-A1F2-01A 53 years, female, white, stage:Stage IIIB, dead, 959 days 2219.4
TCGA-C8-A8HQ-01A 53 years, female, asian, stage:Stage IIB, alive, 380 days 2216.8
TCGA-AO-A0J2-01A 41 years, female, white, stage:Stage IA, alive, 997 days 2212.5
TCGA-A2-A04R-01A 36 years, female, black or african american, stage:Stage IA, alive, 3709 days 2210.8
TCGA-AR-A24V-01A 52 years, female, white, stage:Stage IIB, alive, 3203 days 2208.8
TCGA-AR-A0TT-01A 53 years, female, black or african american, stage:Stage IIIA, alive, 3316 days 2205.5
TCGA-EW-A6SB-01A 62 years, female, black or african american, stage:Stage II, alive, 760 days 2192.2
TCGA-AC-A3EH-01A 79 years, female, white, stage:Stage IIIC, dead, 197 days 2176.2
TCGA-E9-A228-01A 58 years, female, white, stage:Stage IIB, alive, 1285 days 2175.9
TCGA-A8-A076-01A 66 years, female, stage:Stage IIA, alive, 1642 days 2175.6
TCGA-EW-A1OX-01A 43 years, female, white, stage:Stage IIA, alive, 911 days 2174.1
TCGA-BH-A18V-01A 48 years, female, white, stage:Stage IIB, dead, 1556 days 2170.6
TCGA-A2-A1FW-01A 62 years, female, white, stage:Stage IIIA, alive, 528 days 2165.9
TCGA-A2-A0EV-01A 80 years, female, white, stage:Stage IA, alive, 968 days 2164.3
TCGA-A1-A0SJ-01A 39 years, female, black or african american, stage:Stage IIIA, alive, 416 days 2163.5
TCGA-E9-A5UO-01A 41 years, female, white, stage:Stage IIA, alive, 785 days 2161.2
TCGA-BH-A0DK-01A 49 years, female, white, stage:Stage IIA, alive, 423 days 2157.5
TCGA-GM-A2DK-01A 58 years, female, white, stage:Stage I, alive, 2645 days 2154.6
TCGA-BH-A0B1-01A 66 years, female, white, stage:Stage IIB, alive, 1148 days 2150.3
TCGA-E9-A22A-01A 74 years, female, white, stage:Stage IIA, alive, 1189 days 2143.6
TCGA-A8-A084-01A 81 years, female, stage:Stage IIB, alive, 458 days 2133.4
TCGA-A8-A09E-01A 73 years, female, stage:Stage IIIB, alive, 1492 days 2129.2
TCGA-B6-A0WS-01A 58 years, female, black or african american, stage:Stage X, dead, 2965 days 2126.2
TCGA-AR-A0U3-01A 59 years, female, white, stage:Stage IIB, alive, 4080 days 2124.3
TCGA-D8-A1J9-01A 48 years, female, white, stage:Stage IA, alive, 532 days 2124.0
TCGA-BH-A18L-01A 50 years, female, white, stage:Stage IIIA, dead, 811 days 2123.8
TCGA-A8-A08P-01A 70 years, female, stage:Stage IIIA, alive, 943 days 2122.2
TCGA-C8-A12V-01A 55 years, female, asian, stage:Stage IIA, alive, 385 days 2121.9
TCGA-D8-A1XS-01A 48 years, male, white, stage:Stage IIIC, alive, 496 days 2119.5
TCGA-A1-A0SM-01A 77 years, male, white, stage:Stage IIA, alive, 242 days 2117.6
TCGA-OL-A5D6-01A 71 years, female, black or african american, stage:Stage IIA, dead, 1104 days 2114.9
TCGA-A2-A1FZ-01A 63 years, female, white, stage:Stage IIA, alive, 683 days 2111.5
TCGA-3C-AALI-01A 50 years, female, black or african american, stage:Stage IIB, alive, 4005 days 2110.0
TCGA-A8-A09B-01A 58 years, female, stage:Stage IIIB, alive, 365 days 2107.2
TCGA-A2-A0D2-01A 45 years, female, white, stage:Stage IIA, alive, 1027 days 2106.9
TCGA-GM-A2DB-01A 62 years, female, white, stage:Stage IIA, alive, 2406 days 2104.8
TCGA-A2-A0EY-01A 62 years, female, white, stage:Stage IIB, alive, 1925 days 2103.9
TCGA-A2-A0SV-01A 63 years, female, white, stage:Stage IV, dead, 825 days 2097.0
TCGA-BH-A0EE-01A 68 years, female, white, stage:Stage IIB, alive, 943 days 2089.3
TCGA-A2-A0EU-01A 79 years, female, white, stage:Stage IA, alive, 1043 days 2087.3
TCGA-B6-A0I8-01A 46 years, female, white, stage:Stage X, dead, 749 days 2085.8
TCGA-EW-A1IW-01A 80 years, female, white, stage:Stage IIB, alive, 371 days 2080.4
TCGA-AC-A62V-01A 58 years, male, black or african american, stage:Stage IV, dead, 348 days 2080.1
TCGA-AR-A2LK-01A 62 years, female, white, stage:Stage III, dead, 1649 days 2078.6
TCGA-A7-A13F-01A 44 years, female, white, stage:Stage IIIA, alive, 765 days 2075.0
TCGA-AR-A24L-01A 26 years, female, white, stage:Stage IIB, dead, 2866 days 2066.4
TCGA-BH-A1EW-01A 38 years, female, white, stage:Stage IIA, dead, 1694 days 2058.5
TCGA-BH-A1EO-01A 68 years, female, white, stage:Stage IIA, dead, 2798 days 2057.4
TCGA-D8-A1XJ-01A 76 years, female, white, stage:Stage IIIA, alive, 664 days 2056.8
TCGA-E2-A15S-01A 34 years, female, white, stage:Stage IIB, alive, 428 days 2055.8
TCGA-A2-A0CU-01A 73 years, female, white, stage:Stage IIA, dead, 158 days 2052.5
TCGA-BH-A0BF-01A 56 years, female, white, stage:Stage IIB, dead, 1324 days 2051.4
TCGA-3C-AAAU-01A 55 years, female, white, stage:Stage X, alive, 4047 days 2051.4
TCGA-D8-A1XA-01A 64 years, female, white, stage:Stage IA, alive, 839 days 2050.5
TCGA-C8-A8HP-01A 59 years, female, asian, stage:Stage IIIA, alive, 396 days 2050.0
TCGA-AC-A62X-01A 72 years, female, black or african american, stage:Stage IIA, alive, 417 days 2050.0
TCGA-A7-A0DC-01A 63 years, female, white, stage:Stage IA, alive, 906 days 2048.6
TCGA-AO-A0JM-01A 40 years, female, stage:Stage IIB, alive, 2184 days 2044.0
TCGA-AR-A1AV-01A 68 years, male, white, stage:Stage IIB, alive, 1864 days 2035.4
TCGA-E2-A1B0-01A 50 years, female, white, stage:Stage IIIA, alive, 1631 days 2031.1
TCGA-AN-A0XP-01A 69 years, female, white, stage:Stage IIIA, alive, 9 days 2027.0
TCGA-BH-A0DX-01A 62 years, female, white, stage:Stage I, alive, 2156 days 2026.2
TCGA-A1-A0SI-01A 52 years, female, white, stage:Stage IIB, alive, 635 days 2022.6
TCGA-LL-A740-01A 61 years, female, black or african american, stage:Stage IA, alive, 441 days 2021.1
TCGA-D8-A1X7-01A 40 years, female, white, stage:Stage IIA, alive, 509 days 2020.6
TCGA-A8-A06Z-01A 84 years, female, stage:Stage IIB, alive, 31 days 2019.2
TCGA-A8-A09I-01A 84 years, female, stage:Stage IIA, alive, 1371 days 2019.0
TCGA-EW-A2FW-01A 52 years, female, white, stage:Stage IIA, alive, 672 days 2014.6
TCGA-BH-A1F5-01A 62 years, female, white, stage:Stage IIA, dead, 2712 days 2013.2
TCGA-AR-A0U4-01A 54 years, female, white, stage:Stage IIA, alive, 3261 days 2008.0
TCGA-AR-A0TQ-01A 27 years, female, white, stage:Stage IIIA, alive, 2991 days 2006.7
TCGA-BH-A1FC-01A 78 years, female, black or african american, stage:Stage IIA, dead, 3472 days 2006.4
TCGA-EW-A2FV-01A 39 years, female, white, stage:Stage IIIC, alive, 788 days 2006.3
TCGA-B6-A0WT-01A 61 years, female, white, stage:Stage IIB, alive, 5739 days 2004.1
TCGA-AQ-A54O-01A 51 years, male, black or african american, stage:Stage IIA, alive, 1001 days 2004.0
TCGA-AO-A03T-01A 42 years, female, white, stage:Stage IIB, alive, 2124 days 1976.8
TCGA-A2-A0T3-01A 37 years, female, white, stage:Stage IB, alive, 1516 days 1970.2
TCGA-A2-A4S1-01A 66 years, female, white, stage:Stage IIA, alive, 820 days 1968.0
TCGA-AO-A1KQ-01A 84 years, male, white, stage:Stage IIIB, alive, 1882 days 1963.6
TCGA-C8-A130-01A 52 years, female, asian, stage:Stage IIIA, alive, 370 days 1961.3
TCGA-D8-A27M-01A 59 years, female, white, stage:Stage IA, alive, 410 days 1957.8
TCGA-BH-A0DH-01A 63 years, female, white, stage:Stage IIB, alive, 1156 days 1955.2
TCGA-A8-A09D-01A 47 years, female, stage:Stage IIB, alive, 1522 days 1950.4
TCGA-BH-A0BA-01A 51 years, female, white, stage:Stage IIIC, alive, 1132 days 1941.7
TCGA-BH-A0GZ-01A 62 years, female, white, stage:Stage IIA, alive, 328 days 1937.6
TCGA-AN-A0FL-01A 62 years, female, white, stage:Stage IIA, alive, 231 days 1919.1
TCGA-A8-A08I-01A 53 years, female, stage:Stage IIA, alive, 365 days 1918.8
TCGA-C8-A26X-01A 58 years, female, asian, stage:Stage IIA, alive, 376 days 1914.6
TCGA-D8-A1XT-01A 61 years, female, white, stage:Stage IIA, alive, 506 days 1904.8
TCGA-A7-A5ZV-01A 62 years, female, black or african american, stage:Stage IIA, alive, 368 days 1899.4
TCGA-C8-A134-01A 52 years, female, asian, stage:Stage IIA, alive, 383 days 1897.3
TCGA-C8-A12O-01A 50 years, female, asian, stage:Stage IIA, alive, 385 days 1892.2
TCGA-A8-A09R-01A 82 years, female, stage:Stage IIB, alive, 273 days 1890.5
TCGA-AR-A1AI-01A 47 years, female, white, stage:Stage IIA, alive, 3296 days 1886.0
TCGA-B6-A0X5-01A 61 years, female, black or african american, stage:Stage IIB, dead, 2097 days 1885.0
TCGA-A8-A09N-01A 57 years, female, stage:Stage IIIC, alive, 31 days 1876.4
TCGA-AR-A24Z-01A 57 years, female, white, stage:Stage IIA, alive, 3001 days 1875.2
TCGA-E9-A1N6-01A 52 years, female, white, stage:Stage IIB, dead, 678 days 1874.3
TCGA-AO-A12D-01A 43 years, female, white, stage:Stage IIA, alive, 2515 days 1871.9
TCGA-E9-A248-01A 51 years, female, white, stage:Stage IIA, alive, 59 days 1868.0
TCGA-E9-A54Y-01A 63 years, female, white, stage:Stage IIIA, alive, 725 days 1865.0
TCGA-AN-A0FZ-01A 45 years, female, white, stage:Stage IIIA, alive, 10 days 1863.9
TCGA-A7-A4SF-01A 54 years, female, black or african american, stage:Stage IIA, alive, 545 days 1863.1
TCGA-AO-A0JE-01A 53 years, female, black or african american, stage:Stage IIIA, alive, 2335 days 1856.8
TCGA-E2-A10B-01A 67 years, female, white, stage:Stage IIB, alive, 1141 days 1855.4
TCGA-A8-A07B-01A 69 years, female, stage:Stage IIA, alive, 1308 days 1854.5
TCGA-E9-A5FL-01A 65 years, female, white, stage:Stage IIB, alive, 24 days 1844.9
TCGA-E2-A2P6-01A 77 years, female, stage:Stage IIB, alive, 1051 days 1843.7
TCGA-AC-A8OQ-01A 72 years, female, black or african american, stage:Stage IIB, alive, 34 days 1840.9
TCGA-A8-A06T-01A 75 years, female, stage:Stage IIIA, alive, 1614 days 1839.7
TCGA-BH-A0B3-01A 53 years, female, white, stage:Stage IIB, alive, 1203 days 1838.1
TCGA-E9-A1R6-01A 63 years, female, white, stage:Stage IIA, alive, 339 days 1835.2
TCGA-AC-A2BM-01A 41 years, female, black or african american, stage:Stage IIB, alive, 3022 days 1825.4
TCGA-EW-A1P5-01A 77 years, female, white, stage:Stage IIB, alive, 703 days 1823.5
TCGA-A8-A06U-01A 80 years, female, stage:Stage IIB, dead, 883 days 1820.3
TCGA-GM-A2DC-01A 57 years, female, white, stage:Stage IIA, alive, 2535 days 1818.2
TCGA-C8-A12P-01A 55 years, female, asian, stage:Stage IIB, alive, 358 days 1814.1
TCGA-E9-A3HO-01A 49 years, female, white, stage:Stage IIA, alive, 1158 days 1800.4
TCGA-AR-A250-01A 58 years, female, white, stage:Stage IIA, alive, 2707 days 1797.9
TCGA-A8-A06Q-01A 63 years, female, stage:Stage IIIA, alive, 31 days 1796.8
TCGA-C8-A12X-01A 62 years, female, asian, stage:Stage IIB, alive, 385 days 1795.2
TCGA-D8-A140-01A 62 years, female, white, stage:Stage IIB, alive, 403 days 1790.8
TCGA-C8-A12L-01A 67 years, female, asian, stage:Stage IIA, alive, 363 days 1790.4
TCGA-A1-A0SQ-01A 45 years, female, white, stage:Stage IIB, alive, 554 days 1787.9
TCGA-AN-A0G0-01A 56 years, female, white, stage:Stage IIA, alive, 16 days 1770.5
TCGA-A7-A4SD-01A 52 years, female, black or african american, stage:Stage IIA, alive, 441 days 1770.5
TCGA-E2-A106-01A 34 years, female, asian, stage:Stage IB, alive, 2541 days 1763.3
TCGA-C8-A1HM-01A 74 years, female, asian, stage:Stage IIA, alive, 375 days 1759.1
TCGA-LL-A8F5-01A 61 years, female, black or african american, stage:Stage IIA, alive, 596 days 1752.8
TCGA-D8-A13Z-01A 51 years, female, white, stage:'--, alive, 635 days 1747.6
TCGA-AR-A1AW-01A 65 years, female, white, stage:Stage IIA, alive, 2632 days 1746.7
TCGA-BH-A0BV-01A 78 years, female, white, stage:Stage IIB, alive, 1519 days 1746.6
TCGA-GI-A2C8-01A 63 years, female, white, stage:Stage IIIB, alive, 225 days 1741.6
TCGA-BH-A0AU-01A 45 years, female, white, stage:Stage IIA, alive, 1914 days 1734.0
TCGA-A2-A0D4-01A 37 years, female, black or african american, stage:Stage IIB, alive, 767 days 1732.5
TCGA-AR-A251-01A 51 years, female, white, stage:Stage IIIA, alive, 3030 days 1732.3
TCGA-A8-A082-01A 58 years, female, stage:Stage IIB, alive, 549 days 1731.8
TCGA-BH-A6R8-01A 46 years, female, black or african american, stage:Stage IIA, alive, 293 days 1725.5
TCGA-D8-A1XV-01A 84 years, female, white, stage:Stage IIA, alive, 461 days 1720.6
TCGA-BH-A1F8-01A 90 years, female, white, stage:Stage IIIB, dead, 1 days 1719.4
TCGA-C8-A27B-01A 48 years, female, asian, stage:Stage IIB, alive, 439 days 1715.7
TCGA-AC-A2FM-01A 87 years, female, white, stage:Stage IIB, dead, 792 days 1711.6
TCGA-AO-A1KS-01A 69 years, female, white, stage:Stage IIA, alive, 350 days 1696.6
TCGA-A8-A09K-01A 68 years, female, stage:Stage IIA, alive, 912 days 1692.6
TCGA-C8-A26Z-01A 59 years, female, asian, stage:Stage IIA, alive, 470 days 1685.8
TCGA-D8-A1JL-01A 72 years, female, white, stage:Stage IIA, alive, 611 days 1682.6
TCGA-BH-A1EX-01A 67 years, female, white, stage:Stage IIB, dead, 1508 days 1677.1
TCGA-A8-A097-01A 65 years, female, stage:Stage IIB, alive, 365 days 1677.0
TCGA-D8-A1XY-01A 74 years, female, white, stage:Stage IIA, alive, 503 days 1677.0
TCGA-E2-A14W-01A 78 years, male, white, stage:Stage IIA, alive, 974 days 1673.4
TCGA-B6-A0IN-01A 45 years, female, white, stage:Stage X, dead, 2573 days 1671.0
TCGA-AO-A128-01A 61 years, female, white, stage:Stage IIA, alive, 3248 days 1667.9
TCGA-AN-A0AL-01A 41 years, female, white, stage:Stage IIIB, alive, 227 days 1657.3
TCGA-E9-A5UP-01A 63 years, female, white, stage:Stage IIA, alive, 803 days 1647.2
TCGA-A8-A08L-01A 89 years, female, stage:Stage IIIA, dead, 30 days 1643.6
TCGA-AN-A04D-01A 58 years, female, white, stage:Stage IIB, alive, 52 days 1639.6
TCGA-E2-A573-01A 48 years, female, black or african american, stage:Stage IA, alive, 1062 days 1636.1
TCGA-C8-A12Q-01A 78 years, female, asian, stage:Stage IIIA, dead, 385 days 1634.9
TCGA-EW-A1PE-01A 56 years, female, white, stage:Stage IIA, alive, 320 days 1624.2
TCGA-B6-A0I9-01A 62 years, female, white, stage:Stage IV, dead, 362 days 1623.7
TCGA-BH-A0GY-01A 67 years, female, white, stage:Stage IIA, alive, 923 days 1622.7
TCGA-S3-AA0Z-01A 63 years, female, black or african american, stage:Stage IIB, alive, 629 days 1611.1
TCGA-BH-A5IZ-01A 51 years, female, black or african american, stage:Stage IIB, alive, 567 days 1587.7
TCGA-D8-A1JT-01A 70 years, female, white, stage:Stage IIA, alive, 405 days 1584.7
TCGA-D8-A143-01A 51 years, female, white, stage:Stage IIA, alive, 431 days 1578.1
TCGA-E9-A1RE-01A 74 years, female, white, stage:Stage IIIA, alive, 1419 days 1561.9
TCGA-A2-A0YH-01A 53 years, female, white, stage:Stage IIIA, alive, 659 days 1560.0
TCGA-LL-A7SZ-01A 49 years, female, black or african american, stage:Stage IIB, alive, 594 days 1558.1
TCGA-D8-A1X5-01A 81 years, female, white, stage:Stage IIIC, alive, 565 days 1550.8
TCGA-S3-AA15-01A 51 years, female, black or african american, stage:Stage IIB, alive, 525 days 1547.8
TCGA-BH-A1EY-01A 79 years, female, white, stage:Stage IIA, dead, 538 days 1544.2
TCGA-OL-A66P-01A 75 years, female, black or african american, stage:Stage IIA, alive, 428 days 1542.6
TCGA-A2-A0YG-01A 63 years, female, white, stage:Stage IIIC, alive, 666 days 1537.6
TCGA-AC-A23C-01A 62 years, female, white, stage:Stage IIB, alive, 585 days 1526.7
TCGA-E9-A22B-01A 71 years, female, white, stage:Stage IA, alive, 1167 days 1526.4
TCGA-C8-A3M8-01A 68 years, female, asian, stage:Stage IA, alive, 394 days 1510.9
TCGA-E2-A15F-01A 64 years, female, white, stage:Stage I, alive, 658 days 1502.8
TCGA-AR-A0TW-01A 50 years, female, white, stage:Stage IIIA, alive, 3009 days 1492.0
TCGA-AN-A0FV-01A 58 years, female, white, stage:Stage IIA, alive, 10 days 1481.1
TCGA-D8-A1XQ-01A 69 years, female, white, stage:Stage IIA, alive, 499 days 1479.9
TCGA-AR-A24U-01A 47 years, female, white, stage:Stage IIA, alive, 3128 days 1464.4
TCGA-A8-A06O-01A 60 years, female, stage:Stage I, alive, 396 days 1448.0
TCGA-A8-A07U-01A 66 years, female, stage:Stage IIIA, alive, 760 days 1446.0
TCGA-C8-A278-01A 61 years, female, asian, stage:Stage IIIA, alive, 297 days 1445.1
TCGA-C8-A12W-01A 49 years, female, asian, stage:Stage IIIB, alive, 385 days 1441.4
TCGA-AO-A0J6-01A 61 years, female, white, stage:Stage IIA, alive, 1140 days 1416.7
TCGA-AR-A0U0-01A 73 years, female, white, stage:Stage IIB, alive, 1988 days 1416.3
TCGA-BH-A202-01A 60 years, female, white, stage:Stage II, alive, 795 days 1409.5
TCGA-D8-A27H-01A 72 years, female, white, stage:Stage IIA, alive, 397 days 1388.6
TCGA-E2-A1LH-01A 59 years, female, white, stage:Stage I, alive, 3247 days 1358.9
TCGA-A7-A6VY-01A 48 years, female, black or african american, stage:Stage IIB, alive, 266 days 1352.3
TCGA-D8-A13Y-01A 52 years, female, white, stage:Stage IA, alive, 1728 days 1342.0
TCGA-A8-A08R-01A 52 years, female, stage:Stage IIB, alive, 30 days 1332.6
TCGA-A2-A0YT-01A 56 years, female, white, stage:Stage IIIB, dead, 723 days 1329.7
TCGA-AR-A0U2-01A 47 years, female, white, stage:Stage IIIA, dead, 2551 days 1298.2
TCGA-E9-A226-01A 45 years, female, white, stage:Stage IIIA, dead, 1048 days 1283.6
TCGA-A8-A07W-01A 76 years, female, stage:Stage IV, alive, 304 days 1283.0
TCGA-AR-A1AY-01A 65 years, female, white, stage:Stage I, alive, 1026 days 1203.3
TCGA-A2-A0SW-01A 82 years, female, white, stage:Stage IV, dead, 1365 days 1156.9
TCGA-D8-A1JF-01A 79 years, female, white, stage:Stage IIIA, alive, 366 days 1107.1
TCGA-BH-A0BW-01A 71 years, female, black or african american, stage:Stage I, alive, 2371 days 1050.5
TCGA-EW-A1J6-01A 70 years, female, white, stage:Stage I, alive, 875 days 1041.7
TCGA-A8-A07I-01A 69 years, female, stage:Stage IIIA, alive, 426 days 964.5
TCGA-A8-A08X-01A 43 years, female, stage:Stage IIIC, alive, 1308 days 853.8
TCGA-A8-A08F-01A 59 years, female, stage:Stage IIIC, alive, 1004 days 804.4
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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.

RPL31 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.

: 2791.83
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 2772.0
Number of samples 50
Samples
Sample Description pTPM
DO228453 34 years, female, NA, stage:0, alive, 4157 days 5626.5
DO228483 34 years, female, NA, stage:0, alive, 1994 days 4726.5
DO228409 31 years, female, NA, stage:1, alive, 4423 days 4058.2
DO228431 32 years, female, NA, stage:2, alive, 2915 days 3975.0
DO228430 31 years, female, NA, stage:1, alive, 4647 days 3770.6
DO228460 25 years, female, NA, stage:2, alive, 3385 days 3745.6
DO228247 33 years, female, NA, stage:3, dead, 2584 days 3628.6
DO228423 34 years, female, NA, stage:2, alive, 4136 days 3587.4
DO228516 35 years, female, NA, stage:2, alive, 447 days 3541.4
DO228321 35 years, female, NA, stage:2, dead, 4286 days 3400.7
DO228479 27 years, female, NA, stage:2, alive, 1985 days 3287.6
DO228427 31 years, female, NA, stage:2, alive, 3995 days 3273.0
DO228433 34 years, female, NA, stage:3, alive, 1929 days 3269.1
DO228310 33 years, female, NA, stage:2, dead, 153 days 3222.3
DO229483 34 years, female, NA, stage:0, alive, 299 days 3195.6
DO228455 34 years, female, NA, stage:1, alive, 3115 days 3144.7
DO228499 29 years, female, NA, stage:1, alive, 284 days 3124.7
DO228452 32 years, female, NA, stage:2, dead, 1354 days 3072.3
DO228521 32 years, female, NA, stage:1, alive, 287 days 3027.4
DO228276 32 years, female, NA, stage:2, alive, 4613 days 3020.5
DO228509 33 years, female, NA, stage:1, alive, 377 days 2888.4
DO228340 34 years, female, NA, stage:3, dead, 1051 days 2883.5
DO228266 33 years, female, NA, stage:2, dead, 3785 days 2868.3
DO228488 30 years, female, NA, stage:2, alive, 991 days 2867.5
DO228246 26 years, female, NA, stage:3, dead, 327 days 2812.7
DO228272 32 years, female, NA, stage:2, alive, 4126 days 2770.9
DO228502 27 years, female, NA, stage:1, alive, 164 days 2764.4
DO228300 35 years, female, NA, stage:2, alive, 952 days 2700.2
DO228404 29 years, female, NA, stage:1, alive, 3737 days 2607.5
DO228426 35 years, female, NA, stage:2, alive, 4129 days 2488.0
DO228506 32 years, female, NA, stage:1, alive, 489 days 2422.2
DO228268 35 years, female, NA, stage:2, alive, 5084 days 2399.8
DO228449 27 years, female, NA, stage:2, alive, 4896 days 2375.7
DO228477 33 years, female, NA, stage:3, alive, 2188 days 2353.2
DO228293 28 years, female, NA, stage:2, alive, 4339 days 2320.3
DO228439 33 years, female, NA, stage:1, alive, 1845 days 2274.9
DO228295 31 years, female, NA, stage:2, dead, 2616 days 2202.9
DO228256 29 years, female, NA, stage:2, alive, 2312 days 2186.6
DO228307 35 years, female, NA, stage:2, alive, 4928 days 2178.0
DO228356 33 years, female, NA, stage:2, dead, 3732 days 2157.0
DO228290 31 years, female, NA, stage:2, alive, 4268 days 2138.5
DO228262 33 years, female, NA, stage:2, alive, 3889 days 2107.8
DO228471 28 years, female, NA, stage:2, alive, 1827 days 2093.9
DO228383 30 years, female, NA, stage:2, alive, 3975 days 2078.9
DO228319 35 years, female, NA, stage:1, alive, 4716 days 2050.3
DO228441 29 years, female, NA, stage:1, dead, 147 days 1855.2
DO228260 32 years, female, NA, stage:2, alive, 3026 days 1851.7
DO228283 33 years, female, NA, stage:3, alive, 5180 days 1418.4
DO228332 33 years, female, NA, stage:2, alive, 4776 days 417.1
DO228350 34 years, female, NA, stage:1, alive, 3069 days 369.2
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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 HPA072263
 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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