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  • RPLP0
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.

RPLP0 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.

: 2159.51
Median expressioni

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

: N/A
Median follow up timei

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

: N/A
P scorei

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

N/A
5-year survival highi

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

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

N/A
5-year survival lowi

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

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

N/A
TCGA RNA samplesi

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

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

Average pTPM 2963.2
Number of samples 1022
Samples
Sample Description pTPM
TCGA-A2-A0D1-01A 76 years, female, white, stage:Stage IIA, alive, 1051 days 12474.6
TCGA-E9-A1N8-01A 48 years, female, white, stage:Stage IIA, alive, 1039 days 9857.5
TCGA-BH-A1FD-01A 68 years, female, white, stage:Stage I, dead, 1009 days 8889.1
TCGA-A1-A0SK-01A 54 years, female, asian, stage:Stage IIA, dead, 967 days 8467.7
TCGA-E9-A22G-01A 47 years, female, white, stage:Stage IIA, alive, 1239 days 8118.4
TCGA-B6-A0X0-01A 54 years, female, white, stage:Stage I, dead, 3945 days 7821.4
TCGA-E9-A1RA-01A 48 years, female, white, stage:Stage IA, alive, 1369 days 7762.8
TCGA-E9-A1RB-01A 40 years, female, white, stage:Stage IIA, dead, 976 days 7585.1
TCGA-A2-A04U-01A 47 years, female, white, stage:Stage IIA, alive, 2654 days 7543.5
TCGA-A1-A0SB-01A 70 years, female, white, stage:Stage I, alive, 259 days 7085.5
TCGA-E2-A1II-01A 51 years, female, white, stage:Stage I, alive, 1025 days 6927.6
TCGA-OL-A66O-01A 39 years, female, black or african american, stage:Stage IIB, alive, 528 days 6861.0
TCGA-AR-A0TP-01A 43 years, female, white, stage:Stage IIA, alive, 4275 days 6772.7
TCGA-D8-A1Y3-01A 61 years, female, white, stage:Stage IIIA, alive, 430 days 6772.0
TCGA-AR-A24K-01A 46 years, female, white, stage:Stage IIA, alive, 1548 days 6717.8
TCGA-A2-A0CY-01A 63 years, female, white, stage:Stage IIB, alive, 1673 days 6669.2
TCGA-BH-A0B9-01A 44 years, female, white, stage:Stage IA, alive, 1572 days 6507.7
TCGA-A2-A3XV-01A 46 years, female, black or african american, stage:Stage IIA, alive, 996 days 6480.5
TCGA-E9-A249-01A 45 years, female, white, stage:Stage IIA, alive, 217 days 6386.7
TCGA-AC-A7VC-01A 56 years, female, white, stage:Stage IIB, alive, 1 days 6326.8
TCGA-AC-A8OR-01A 75 years, female, white, stage:Stage IA, alive, 40 days 6303.2
TCGA-A2-A0D0-01A 60 years, female, black or african american, stage:Stage IIA, alive, 2048 days 6189.3
TCGA-A2-A1G4-01A 71 years, female, white, stage:Stage IIIA, alive, 595 days 6015.8
TCGA-A8-A09X-01A 62 years, female, stage:Stage IIIC, dead, 426 days 6001.0
TCGA-PL-A8LY-01A 30 years, female, black or african american, stage:Stage IIB, alive, 8 days 5997.5
TCGA-LL-A6FQ-01A 77 years, female, black or african american, stage:Stage IIIA, alive, 80 days 5993.6
TCGA-A2-A0YL-01A 48 years, female, white, stage:Stage IIIA, alive, 1474 days 5916.9
TCGA-AN-A0AR-01A 55 years, female, white, stage:Stage IIA, alive, 10 days 5593.6
TCGA-AO-A03L-01A 34 years, female, asian, stage:Stage IIIA, alive, 2442 days 5472.0
TCGA-BH-A28Q-01A 46 years, female, white, stage:Stage IIB, alive, 1119 days 5438.7
TCGA-BH-A1EY-01A 79 years, female, white, stage:Stage IIA, dead, 538 days 5438.3
TCGA-D8-A1JM-01A 59 years, female, white, stage:Stage IIB, alive, 590 days 5429.4
TCGA-OL-A6VR-01A 48 years, female, black or african american, stage:Stage IA, alive, 1220 days 5408.3
TCGA-BH-A42V-01A 41 years, female, black or african american, stage:Stage IB, alive, 635 days 5322.5
TCGA-A2-A0CV-01A 41 years, female, asian, stage:Stage IIB, alive, 3011 days 5312.7
TCGA-E2-A2P5-01A 78 years, female, black or african american, stage:Stage IIIC, dead, 821 days 5288.9
TCGA-E2-A158-01A 43 years, female, white, stage:Stage IIA, alive, 450 days 5286.4
TCGA-C8-A137-01A 34 years, female, asian, stage:Stage IIB, alive, 379 days 5267.3
TCGA-BH-A209-01A 77 years, female, black or african american, stage:Stage I, dead, 3959 days 5261.0
TCGA-BH-A0HO-01A 48 years, female, white, stage:Stage IIA, alive, 76 days 5210.7
TCGA-BH-A0DD-01A 58 years, male, white, stage:Stage IIB, alive, 2486 days 5202.6
TCGA-E9-A6HE-01A 45 years, female, white, stage:Stage IIIC, alive, 847 days 5192.4
TCGA-A8-A07B-01A 69 years, female, stage:Stage IIA, alive, 1308 days 5168.5
TCGA-BH-A0BQ-01A 39 years, female, white, stage:Stage I, alive, 2255 days 5167.3
TCGA-GM-A2DL-01A 50 years, female, white, stage:Stage I, alive, 3519 days 5145.2
TCGA-AR-A2LJ-01A 40 years, female, white, stage:Stage IIIA, alive, 2632 days 5118.1
TCGA-BH-A18R-01A 50 years, female, white, stage:Stage IIA, dead, 1142 days 5098.6
TCGA-A8-A09W-01A 70 years, female, stage:Stage IIIB, alive, 30 days 5050.2
TCGA-A2-A3XU-01A 35 years, female, black or african american, stage:Stage IIB, dead, 912 days 5045.3
TCGA-A2-A0T5-01A 39 years, female, white, stage:Stage IIA, alive, 531 days 5032.0
TCGA-BH-A0HK-01A 81 years, female, white, stage:Stage IIB, alive, 178 days 4996.8
TCGA-E2-A574-01A 44 years, female, black or african american, stage:Stage IIA, alive, 1179 days 4995.1
TCGA-BH-A2L8-01A 45 years, female, white, stage:Stage IIA, alive, 612 days 4986.2
TCGA-EW-A1J1-01A 38 years, female, white, stage:Stage IIB, alive, 575 days 4984.6
TCGA-AC-A5EH-01A 76 years, female, black or african american, stage:Stage IIB, alive, 511 days 4970.7
TCGA-BH-A0DT-01A 41 years, female, white, stage:Stage IIA, alive, 2403 days 4968.1
TCGA-AR-A1AN-01A 46 years, female, white, stage:Stage IIA, alive, 2920 days 4947.8
TCGA-BH-A42T-01A 75 years, female, black or african american, stage:Stage IIA, dead, 320 days 4941.5
TCGA-A8-A07O-01A 51 years, female, stage:Stage IIA, alive, 304 days 4908.0
TCGA-A2-A0SY-01A 62 years, female, white, stage:Stage IIIA, alive, 1347 days 4846.3
TCGA-AO-A0J7-01A 71 years, female, white, stage:Stage IIB, alive, 618 days 4841.6
TCGA-BH-AB28-01A 53 years, female, white, stage:Stage IIIA, alive, 287 days 4802.8
TCGA-E2-A576-01A 69 years, female, black or african american, stage:Stage IA, alive, 1043 days 4801.5
TCGA-B6-A0I5-01A 49 years, female, white, stage:Stage IIB, alive, 8556 days 4800.4
TCGA-AC-A6NO-01A 43 years, female, black or african american, stage:Stage IIB, alive, 51 days 4796.5
TCGA-AN-A0FW-01A 67 years, female, white, stage:Stage IIIA, alive, 11 days 4779.3
TCGA-AC-A2FF-01A 40 years, female, asian, stage:Stage IIB, alive, 2759 days 4770.6
TCGA-E2-A14W-01A 78 years, male, white, stage:Stage IIA, alive, 974 days 4755.8
TCGA-AC-A3TM-01A 50 years, female, white, stage:Stage IIIA, alive, 762 days 4754.8
TCGA-OL-A5RW-01A 40 years, female, black or african american, stage:Stage IIA, alive, 1106 days 4703.5
TCGA-D8-A1JD-01A 41 years, female, white, stage:Stage IIB, alive, 552 days 4702.3
TCGA-BH-A0B5-01A 40 years, female, white, stage:Stage IIIA, alive, 2136 days 4675.4
TCGA-E2-A15J-01A 51 years, female, white, stage:Stage I, alive, 1640 days 4671.3
TCGA-A2-A3XT-01A 45 years, female, black or african american, stage:Stage IIB, alive, 2770 days 4668.8
TCGA-BH-A0HB-01A 55 years, female, white, stage:Stage IA, alive, 806 days 4667.2
TCGA-B6-A0IG-01A 50 years, female, white, stage:Stage IIB, dead, 4456 days 4637.5
TCGA-JL-A3YX-01A 46 years, female, asian, stage:Stage IIA, alive, 352 days 4627.0
TCGA-A7-A0CJ-01A 57 years, female, white, stage:Stage IIA, alive, 931 days 4626.2
TCGA-AR-A1AH-01A 51 years, female, white, stage:Stage IIB, alive, 3807 days 4622.6
TCGA-A8-A079-01A 69 years, female, stage:Stage IIIB, alive, 274 days 4615.6
TCGA-LD-A9QF-01A 73 years, female, black or african american, stage:Stage IA, alive, 323 days 4605.4
TCGA-BH-A0B8-01A 64 years, female, white, stage:Stage I, alive, 1569 days 4604.1
TCGA-A2-A04T-01A 62 years, female, white, stage:Stage IIA, alive, 2246 days 4601.3
TCGA-BH-A0HP-01A 65 years, female, white, stage:Stage IIIA, alive, 414 days 4592.2
TCGA-B6-A0IQ-01A 40 years, female, white, stage:Stage IIIA, alive, 4285 days 4565.6
TCGA-D8-A1JP-01A 73 years, female, white, stage:Stage IA, alive, 639 days 4546.1
TCGA-D8-A27W-01A 55 years, female, white, stage:Stage IIIB, alive, 373 days 4542.9
TCGA-LL-A6FR-01A 50 years, female, black or african american, stage:Stage IIA, alive, 489 days 4541.2
TCGA-GM-A3XG-01A 46 years, female, white, stage:Stage IIIA, alive, 1330 days 4534.4
TCGA-AO-A126-01A 39 years, female, asian, stage:Stage IIA, alive, 3307 days 4532.6
TCGA-AC-A6IW-01A 73 years, female, black or african american, stage:Stage IIA, alive, 413 days 4529.2
TCGA-A2-A04V-01A 39 years, female, white, stage:Stage IIA, dead, 1920 days 4522.9
TCGA-BH-A0BC-01A 60 years, female, white, stage:Stage IIIC, alive, 974 days 4518.8
TCGA-BH-A0E2-01A 49 years, female, black or african american, stage:Stage IIIA, alive, 435 days 4516.8
TCGA-E2-A1LL-01A 73 years, female, black or african american, stage:Stage IIIA, alive, 1309 days 4506.5
TCGA-AN-A03Y-01A 66 years, female, white, stage:Stage IIA, alive, 10 days 4500.8
TCGA-AC-A3QP-01A 79 years, female, white, stage:Stage IIB, alive, 675 days 4484.0
TCGA-BH-A18G-01A 81 years, female, white, stage:Stage IA, alive, 149 days 4479.1
TCGA-AO-A1KO-01A 46 years, female, white, stage:Stage IIB, alive, 622 days 4476.3
TCGA-D8-A1XA-01A 64 years, female, white, stage:Stage IA, alive, 839 days 4459.0
TCGA-E9-A1N4-01A 41 years, female, white, stage:Stage IIIA, alive, 1000 days 4453.1
TCGA-AC-A3BB-01A 46 years, female, black or african american, stage:Stage IIIA, alive, 987 days 4443.1
TCGA-OL-A5RX-01A 51 years, female, black or african american, stage:Stage IA, alive, 878 days 4426.2
TCGA-A2-A4RY-01A 46 years, female, white, stage:Stage IIIC, alive, 648 days 4424.3
TCGA-AR-A1AT-01A 62 years, female, white, stage:Stage IIA, dead, 1272 days 4420.6
TCGA-BH-A0W4-01A 46 years, female, white, stage:Stage IIA, alive, 759 days 4407.2
TCGA-D8-A27K-01A 47 years, female, white, stage:Stage IIB, alive, 1461 days 4394.7
TCGA-AR-A2LR-01A 49 years, female, white, stage:Stage I, alive, 1742 days 4393.7
TCGA-AQ-A54N-01A 51 years, female, black or african american, stage:Stage IIA, alive, 78 days 4382.2
TCGA-BH-A42U-01A 80 years, female, black or african american, stage:Stage IIA, alive, 3364 days 4368.2
TCGA-AN-A046-01A 68 years, female, white, stage:Stage IIA, alive, 10 days 4361.6
TCGA-E9-A1NA-01A 58 years, female, white, stage:Stage IIA, alive, 1112 days 4357.7
TCGA-HN-A2OB-01A 45 years, female, stage:Stage IIB, dead, 1900 days 4354.7
TCGA-AO-A12C-01A 42 years, female, white, stage:Stage IIB, alive, 2372 days 4348.8
TCGA-AN-A0AK-01A 76 years, female, white, stage:Stage IIA, alive, 224 days 4347.6
TCGA-A2-A3XW-01A 42 years, female, black or african american, stage:Stage IIB, alive, 1712 days 4328.4
TCGA-A2-A0CR-01A 54 years, female, asian, stage:Stage IIB, alive, 3283 days 4299.8
TCGA-AR-A24X-01A 52 years, female, white, stage:Stage IIA, alive, 3004 days 4289.1
TCGA-EW-A1OW-01A 58 years, female, black or african american, stage:Stage IIA, alive, 694 days 4284.1
TCGA-BH-A18M-01A 39 years, female, white, stage:Stage IIIA, dead, 2207 days 4277.1
TCGA-OL-A66H-01A 74 years, female, black or african american, stage:Stage IB, alive, 812 days 4261.4
TCGA-E2-A155-01A 58 years, female, white, stage:Stage IIB, alive, 640 days 4258.6
TCGA-OL-A5RZ-01A 57 years, female, black or african american, stage:Stage IA, alive, 679 days 4250.7
TCGA-A7-A5ZW-01A 47 years, female, black or african american, stage:Stage IIA, alive, 326 days 4246.6
TCGA-A7-A3IY-01A 71 years, female, white, stage:Stage I, alive, 345 days 4230.4
TCGA-E2-A14Z-01A 64 years, female, white, stage:Stage I, dead, 563 days 4226.8
TCGA-A2-A0CK-01A 60 years, female, white, stage:Stage IIIA, alive, 4159 days 4224.4
TCGA-A7-A26J-01A 49 years, female, white, stage:Stage IIA, alive, 627 days 4219.4
TCGA-E9-A1NC-01A 61 years, female, white, stage:Stage IIB, alive, 1203 days 4214.8
TCGA-A7-A13F-01A 44 years, female, white, stage:Stage IIIA, alive, 765 days 4209.7
TCGA-PE-A5DC-01A 72 years, female, white, stage:Stage IIIA, dead, 1430 days 4205.1
TCGA-B6-A0RN-01A 60 years, female, white, stage:Stage IA, alive, 8008 days 4198.9
TCGA-A8-A07P-01A 68 years, female, stage:Stage IIB, alive, 334 days 4190.8
TCGA-AN-A0FJ-01A 59 years, female, white, stage:Stage IV, alive, 242 days 4189.2
TCGA-AC-A8OP-01A 72 years, female, black or african american, stage:Stage IA, alive, 614 days 4187.2
TCGA-AO-A1KS-01A 69 years, female, white, stage:Stage IIA, alive, 350 days 4182.5
TCGA-BH-A1ES-01A 35 years, female, white, stage:Stage IIB, dead, 3462 days 4179.0
TCGA-A2-A25E-01A 34 years, female, black or african american, stage:Stage IIIA, alive, 3204 days 4169.1
TCGA-C8-A12O-01A 50 years, female, asian, stage:Stage IIA, alive, 385 days 4155.4
TCGA-Z7-A8R5-01A 61 years, female, white, stage:Stage IIIA, alive, 3287 days 4151.3
TCGA-E2-A15H-01A 38 years, female, white, stage:Stage IIA, alive, 393 days 4138.6
TCGA-A1-A0SN-01A 50 years, female, white, stage:Stage IIA, alive, 1196 days 4135.2
TCGA-E9-A1R2-01A 51 years, female, white, stage:Stage IIIC, alive, 1063 days 4129.0
TCGA-BH-A28O-01A 50 years, female, white, stage:Stage IIIC, alive, 1120 days 4125.4
TCGA-A2-A0CM-01A 40 years, female, black or african american, stage:Stage IIA, dead, 754 days 4087.2
TCGA-AO-A12A-01A 47 years, female, white, stage:Stage IIA, alive, 3112 days 4084.7
TCGA-BH-A0HU-01A 52 years, female, white, stage:Stage IA, alive, 392 days 4062.0
TCGA-E9-A1N9-01A 58 years, female, white, stage:Stage IIA, alive, 1101 days 4060.8
TCGA-A1-A0SP-01A 40 years, female, stage:Stage IIA, alive, 584 days 4048.6
TCGA-E9-A1R0-01A 58 years, female, white, stage:Stage IIA, alive, 860 days 4028.2
TCGA-EW-A424-01A 51 years, female, white, stage:Stage IIIA, alive, 715 days 4021.5
TCGA-D8-A1Y1-01A 80 years, female, white, stage:Stage IIIA, dead, 302 days 4016.1
TCGA-5L-AAT1-01A 63 years, female, white, stage:Stage IV, alive, 1471 days 4012.0
TCGA-E2-A107-01A 54 years, female, white, stage:Stage IIIA, alive, 1047 days 4001.1
TCGA-EW-A1P0-01A 55 years, female, white, stage:Stage IIB, alive, 1251 days 4000.4
TCGA-AQ-A1H3-01A 49 years, female, white, stage:Stage IIIC, alive, 989 days 3981.4
TCGA-E2-A572-01A 72 years, female, black or african american, stage:Stage IIIA, alive, 1208 days 3969.5
TCGA-BH-A8FZ-01A 58 years, female, white, stage:Stage IA, alive, 574 days 3964.8
TCGA-XX-A899-01A 46 years, female, white, stage:Stage IIIA, alive, 467 days 3950.5
TCGA-A2-A0EQ-01A 64 years, female, black or african american, stage:Stage IIA, alive, 2426 days 3942.9
TCGA-A7-A3RF-01A 79 years, female, white, stage:Stage IIA, alive, 408 days 3942.8
TCGA-E9-A1NF-01A 60 years, female, white, stage:Stage IIA, dead, 1072 days 3935.5
TCGA-OL-A5DA-01A 61 years, female, white, stage:Stage IIA, alive, 1783 days 3916.8
TCGA-C8-A1HF-01A 48 years, female, asian, stage:Stage IIA, alive, 332 days 3913.6
TCGA-AN-A0G0-01A 56 years, female, white, stage:Stage IIA, alive, 16 days 3910.9
TCGA-C8-A27B-01A 48 years, female, asian, stage:Stage IIB, alive, 439 days 3910.6
TCGA-OL-A66L-01A 71 years, female, black or african american, stage:Stage IA, alive, 1301 days 3910.1
TCGA-A8-A07L-01A 58 years, female, stage:Stage IIIA, alive, 975 days 3909.4
TCGA-B6-A0IP-01A 74 years, female, white, stage:Stage IA, dead, 3926 days 3899.2
TCGA-B6-A0RO-01A 71 years, female, white, stage:Stage IIIB, alive, 4929 days 3896.8
TCGA-A8-A0A4-01A 73 years, female, stage:Stage IIA, alive, 396 days 3891.6
TCGA-A2-A25A-01A 44 years, female, white, stage:Stage IIA, alive, 3276 days 3889.4
TCGA-AR-A24P-01A 47 years, female, white, stage:Stage I, alive, 84 days 3887.0
TCGA-AC-A23G-01A 76 years, female, white, stage:Stage IIA, alive, 2248 days 3870.7
TCGA-D8-A1XL-01A 34 years, female, white, stage:Stage IIB, alive, 606 days 3870.1
TCGA-AR-A0U3-01A 59 years, female, white, stage:Stage IIB, alive, 4080 days 3865.1
TCGA-AN-A04A-01A 36 years, female, white, stage:Stage IIIA, alive, 90 days 3864.9
TCGA-A2-A0CP-01A 60 years, female, white, stage:Stage IA, alive, 2813 days 3860.1
TCGA-BH-A1FE-01A 31 years, female, white, stage:Stage IIB, dead, 2273 days 3852.9
TCGA-A7-A6VW-01A 48 years, female, black or african american, stage:Stage IIA, alive, 285 days 3851.9
TCGA-A7-A5ZX-01A 48 years, female, white, stage:Stage IIIC, alive, 336 days 3849.9
TCGA-E9-A3X8-01A 48 years, female, white, stage:Stage IIB, alive, 926 days 3844.6
TCGA-AC-A62V-01A 58 years, male, black or african american, stage:Stage IV, dead, 348 days 3841.1
TCGA-BH-A0HF-01A 77 years, female, white, stage:Stage IA, alive, 727 days 3836.4
TCGA-S3-AA14-01A 47 years, female, black or african american, stage:Stage I, alive, 529 days 3821.3
TCGA-B6-A0RS-01A 38 years, female, white, stage:Stage IIA, dead, 3063 days 3815.2
TCGA-GM-A2DM-01A 57 years, female, white, stage:Stage IIA, alive, 3226 days 3807.8
TCGA-A8-A092-01A 48 years, female, stage:Stage IIIA, alive, 942 days 3807.7
TCGA-AO-A1KR-01A 51 years, female, white, stage:Stage IIA, alive, 2513 days 3807.5
TCGA-BH-A0HX-01A 54 years, female, white, stage:Stage IIB, alive, 829 days 3804.7
TCGA-AR-A24H-01A 65 years, female, white, stage:Stage IIA, alive, 4894 days 3802.0
TCGA-BH-A0BJ-01A 41 years, female, white, stage:Stage IIB, alive, 660 days 3791.6
TCGA-B6-A0RU-01A 40 years, female, white, stage:Stage IA, alive, 8605 days 3789.5
TCGA-AR-A0U4-01A 54 years, female, white, stage:Stage IIA, alive, 3261 days 3789.5
TCGA-BH-A0B0-01A 56 years, female, black or african american, stage:Stage I, alive, 2477 days 3786.4
TCGA-E2-A1B5-01A 46 years, female, white, stage:Stage IIA, alive, 984 days 3784.1
TCGA-MS-A51U-01A 44 years, female, white, stage:Stage IIB, alive, 681 days 3774.2
TCGA-AN-A0FD-01A 71 years, female, white, stage:Stage IIA, alive, 196 days 3770.4
TCGA-E2-A15L-01A 65 years, female, black or african american, stage:Stage IIA, alive, 626 days 3767.6
TCGA-E2-A1LB-01A 41 years, female, black or african american, stage:Stage IIB, alive, 2306 days 3751.1
TCGA-B6-A0RH-01A 51 years, female, black or african american, stage:Stage IIA, dead, 6456 days 3742.9
TCGA-LD-A66U-01A 44 years, female, white, stage:Stage IIB, alive, 646 days 3738.5
TCGA-AR-A5QP-01A 54 years, female, white, stage:Stage IIB, alive, 1185 days 3725.5
TCGA-E9-A295-01A 71 years, female, white, stage:Stage IIA, alive, 375 days 3720.1
TCGA-BH-A0E6-01A 69 years, female, white, stage:Stage IA, alive, 293 days 3718.9
TCGA-AO-A1KT-01A 78 years, female, white, stage:Stage IIA, alive, 541 days 3711.1
TCGA-EW-A1PD-01A 61 years, male, white, stage:Stage IIA, alive, 424 days 3709.2
TCGA-B6-A0RI-01A 44 years, female, white, stage:Stage IIIB, alive, 7126 days 3698.7
TCGA-AR-A2LE-01A 69 years, female, white, stage:Stage I, alive, 5062 days 3696.7
TCGA-AO-A03P-01A 54 years, female, black or african american, stage:Stage IIB, dead, 2911 days 3695.4
TCGA-AO-A1KQ-01A 84 years, male, white, stage:Stage IIIB, alive, 1882 days 3692.0
TCGA-A1-A0SF-01A 54 years, female, white, stage:Stage IIA, alive, 1463 days 3688.2
TCGA-A2-A1FX-01A 61 years, female, white, stage:Stage IIIA, alive, 1847 days 3685.9
TCGA-AO-A0JJ-01A 54 years, female, white, stage:Stage IIB, alive, 1887 days 3682.5
TCGA-EW-A1OY-01A 63 years, female, white, stage:Stage IIA, alive, 908 days 3674.2
TCGA-OL-A5D6-01A 71 years, female, black or african american, stage:Stage IIA, dead, 1104 days 3673.8
TCGA-A8-A06X-01A 77 years, female, stage:Stage IIB, dead, 943 days 3668.9
TCGA-A2-A1G6-01A 50 years, female, white, stage:Stage IIIA, alive, 501 days 3660.1
TCGA-AO-A0JD-01A 59 years, female, white, stage:Stage IIIA, alive, 2190 days 3638.8
TCGA-A8-A08F-01A 59 years, female, stage:Stage IIIC, alive, 1004 days 3634.2
TCGA-LL-A5YM-01A 88 years, female, black or african american, stage:Stage IIIB, alive, 394 days 3634.2
TCGA-BH-A0E1-01A 52 years, female, white, stage:Stage IIB, alive, 477 days 3632.0
TCGA-AC-A3YJ-01A 66 years, female, white, stage:Stage IIA, alive, 754 days 3631.9
TCGA-S3-AA17-01A 64 years, female, black or african american, stage:Stage IIB, alive, 424 days 3631.3
TCGA-AR-A1AP-01A 80 years, female, white, stage:Stage I, alive, 2856 days 3618.0
TCGA-A2-A0T4-01A 62 years, female, white, stage:Stage IIA, alive, 624 days 3615.9
TCGA-BH-A0RX-01A 59 years, female, white, stage:Stage IIA, alive, 170 days 3605.8
TCGA-AO-A03R-01A 57 years, female, white, stage:Stage IIB, alive, 2091 days 3605.0
TCGA-A2-A0EO-01A 54 years, female, white, stage:Stage IA, alive, 2442 days 3603.6
TCGA-WT-AB41-01A 55 years, female, black or african american, stage:Stage IIB, alive, 1611 days 3600.9
TCGA-AR-A256-01A 45 years, female, white, stage:Stage IIA, dead, 2854 days 3591.0
TCGA-BH-A0E0-01A 38 years, female, white, stage:Stage IIIC, alive, 134 days 3590.3
TCGA-AC-A2FB-01A 65 years, female, white, stage:Stage IIA, alive, 1234 days 3589.1
TCGA-AR-A24M-01A 38 years, female, white, stage:Stage IIIA, alive, 3660 days 3580.3
TCGA-XX-A89A-01A 68 years, female, white, stage:Stage IIB, alive, 488 days 3580.2
TCGA-BH-A1FJ-01A 66 years, female, white, stage:Stage IIIA, dead, 1927 days 3573.6
TCGA-E2-A1L6-01A 44 years, female, white, stage:Stage IIA, alive, 1648 days 3571.1
TCGA-B6-A0WY-01A 40 years, female, white, stage:Stage IIIA, dead, 3461 days 3571.0
TCGA-E2-A15G-01A 76 years, female, white, stage:Stage IIA, alive, 554 days 3568.0
TCGA-EW-A1OV-01A 56 years, female, white, stage:Stage IIB, alive, 789 days 3564.5
TCGA-3C-AALJ-01A 62 years, female, black or african american, stage:Stage IIB, alive, 1474 days 3563.7
TCGA-EW-A3U0-01A 61 years, female, black or african american, stage:Stage IIIA, alive, 532 days 3558.3
TCGA-C8-A1HK-01A 53 years, female, asian, stage:Stage IIB, alive, 366 days 3556.1
TCGA-AR-A1AU-01A 39 years, female, white, stage:Stage IIIA, alive, 2868 days 3556.1
TCGA-AO-A124-01A 38 years, female, white, stage:Stage IIA, alive, 3506 days 3552.9
TCGA-B6-A0RV-01A 42 years, female, white, stage:Stage IIIA, alive, 5156 days 3550.0
TCGA-A8-A07E-01A 81 years, female, stage:Stage X, alive, 608 days 3546.1
TCGA-B6-A0RQ-01A 68 years, female, white, stage:Stage IIB, dead, 4267 days 3542.8
TCGA-AR-A1AR-01A 50 years, female, white, stage:Stage IIIA, dead, 524 days 3540.7
TCGA-OL-A97C-01A 67 years, female, black or african american, stage:Stage IIB, alive, 271 days 3538.0
TCGA-BH-A18U-01A 72 years, female, white, stage:Stage IIIA, dead, 1563 days 3537.0
TCGA-B6-A0WV-01A 67 years, female, white, stage:Stage IIB, dead, 2417 days 3527.4
TCGA-B6-A0WZ-01A 50 years, female, black or african american, stage:Stage II, alive, 6292 days 3522.8
TCGA-AR-A2LO-01A 46 years, female, white, stage:Stage IIB, alive, 1198 days 3520.7
TCGA-BH-A0H3-01A 46 years, female, white, stage:Stage I, alive, 1928 days 3519.7
TCGA-LL-A740-01A 61 years, female, black or african american, stage:Stage IA, alive, 441 days 3511.6
TCGA-C8-A273-01A 29 years, female, asian, stage:Stage IIB, alive, 513 days 3509.8
TCGA-AR-A24Q-01A 49 years, female, white, stage:Stage IIB, alive, 3172 days 3509.6
TCGA-A8-A095-01A 45 years, female, stage:Stage I, alive, 1277 days 3503.6
TCGA-3C-AALK-01A 52 years, female, black or african american, stage:Stage IA, alive, 1448 days 3502.9
TCGA-AN-A0FX-01A 52 years, female, white, stage:Stage IIA, alive, 10 days 3494.9
TCGA-EW-A1IW-01A 80 years, female, white, stage:Stage IIB, alive, 371 days 3494.0
TCGA-AC-A2FE-01A 62 years, female, white, stage:Stage IIIC, dead, 2636 days 3491.4
TCGA-BH-A18T-01A 70 years, female, white, stage:Stage IIA, dead, 224 days 3486.0
TCGA-A8-A06O-01A 60 years, female, stage:Stage I, alive, 396 days 3484.7
TCGA-BH-A0DG-01A 30 years, female, black or african american, stage:Stage IIA, alive, 2041 days 3483.7
TCGA-B6-A0IM-01A 75 years, female, black or african american, stage:Stage IIB, dead, 3873 days 3482.9
TCGA-A8-A09N-01A 57 years, female, stage:Stage IIIC, alive, 31 days 3475.4
TCGA-OL-A5RV-01A 43 years, female, black or african american, stage:Stage IIIC, alive, 1062 days 3473.1
TCGA-E2-A153-01A 51 years, female, white, stage:Stage IIB, alive, 707 days 3472.0
TCGA-AR-A1AX-01A 64 years, female, white, stage:Stage I, alive, 2629 days 3470.8
TCGA-BH-A5IZ-01A 51 years, female, black or african american, stage:Stage IIB, alive, 567 days 3470.4
TCGA-LD-A7W6-01A 54 years, female, white, stage:Stage IIB, alive, 404 days 3469.6
TCGA-4H-AAAK-01A 50 years, female, white, stage:Stage IIIA, alive, 348 days 3465.3
TCGA-D8-A1XB-01A 62 years, female, white, stage:Stage IIB, alive, 552 days 3456.3
TCGA-BH-A1FN-01A 34 years, female, white, stage:Stage IIA, dead, 2192 days 3454.9
TCGA-E9-A3HO-01A 49 years, female, white, stage:Stage IIA, alive, 1158 days 3454.9
TCGA-E2-A15D-01A 47 years, female, white, stage:Stage IIA, alive, 526 days 3453.9
TCGA-A2-A0CX-01A 52 years, female, white, stage:Stage IIA, alive, 1728 days 3446.5
TCGA-A2-A0D2-01A 45 years, female, white, stage:Stage IIA, alive, 1027 days 3446.4
TCGA-EW-A2FW-01A 52 years, female, white, stage:Stage IIA, alive, 672 days 3439.8
TCGA-5L-AAT0-01A 42 years, female, white, stage:Stage IIA, alive, 1477 days 3431.2
TCGA-BH-A0DP-01A 60 years, female, white, stage:Stage IIB, alive, 476 days 3425.9
TCGA-A8-A09M-01A 75 years, female, stage:Stage IIIC, alive, 1006 days 3419.8
TCGA-BH-A18P-01A 60 years, female, white, stage:Stage I, dead, 921 days 3417.1
TCGA-BH-A0DZ-01A 43 years, female, white, stage:Stage IIB, alive, 495 days 3389.8
TCGA-B6-A401-01A 47 years, female, black or african american, stage:Stage IIA, alive, 2596 days 3389.4
TCGA-E9-A244-01A 54 years, female, white, stage:Stage IIA, alive, 21 days 3387.4
TCGA-E2-A1BD-01A 53 years, female, white, stage:Stage IIA, alive, 1133 days 3385.4
TCGA-BH-A18J-01A 56 years, female, white, stage:Stage IV, dead, 612 days 3374.5
TCGA-AR-A0TZ-01A 43 years, female, white, stage:'--, dead, 3262 days 3372.9
TCGA-A2-A4S3-01A 59 years, female, black or african american, stage:Stage IIB, alive, 666 days 3370.7
TCGA-E2-A156-01A 61 years, female, white, stage:Stage I, alive, 726 days 3365.7
TCGA-BH-A0BM-01A 54 years, female, white, stage:Stage IIB, alive, 1876 days 3361.2
TCGA-AR-A254-01A 50 years, female, white, stage:Stage IIIA, alive, 2605 days 3347.8
TCGA-AR-A0TR-01A 68 years, female, white, stage:Stage IIB, dead, 160 days 3347.6
TCGA-C8-A1HJ-01A 53 years, female, asian, stage:Stage IIA, alive, 5 days 3346.3
TCGA-D8-A27R-01A 41 years, female, white, stage:Stage IIIC, alive, 307 days 3344.4
TCGA-E2-A10F-01A 47 years, female, white, stage:Stage IIA, alive, 878 days 3342.9
TCGA-A7-A0CD-01A 66 years, female, white, stage:Stage I, alive, 1165 days 3342.1
TCGA-A2-A0SU-01A 66 years, female, white, stage:Stage IIA, alive, 1662 days 3341.4
TCGA-BH-A0HW-01A 62 years, female, asian, stage:Stage IA, alive, 1561 days 3341.2
TCGA-C8-A1HL-01A 38 years, female, asian, stage:Stage IIIA, alive, 317 days 3334.9
TCGA-BH-A0BG-01A 73 years, female, white, stage:Stage I, alive, 1871 days 3334.5
TCGA-BH-A0AU-01A 45 years, female, white, stage:Stage IIA, alive, 1914 days 3332.4
TCGA-D8-A147-01A 45 years, female, white, stage:'--, alive, 584 days 3328.6
TCGA-EW-A1PG-01A 53 years, female, white, stage:Stage IIB, alive, 1051 days 3325.6
TCGA-S3-AA12-01A 82 years, female, black or african american, stage:Stage IIIA, alive, 574 days 3324.3
TCGA-AC-A2QJ-01A 48 years, female, white, stage:Stage IIIB, dead, 446 days 3318.3
TCGA-AC-A3YI-01A 74 years, female, white, stage:Stage IIIC, alive, 707 days 3318.1
TCGA-AN-A04D-01A 58 years, female, white, stage:Stage IIB, alive, 52 days 3317.2
TCGA-A2-A0D3-01A 42 years, female, white, stage:Stage IA, alive, 1873 days 3307.3
TCGA-BH-A18Q-01A 56 years, female, white, stage:Stage IIB, dead, 1692 days 3296.7
TCGA-A8-A09I-01A 84 years, female, stage:Stage IIA, alive, 1371 days 3293.5
TCGA-AC-A2BK-01A 78 years, female, black or african american, stage:Stage IIIA, alive, 2222 days 3291.0
TCGA-E2-A15R-01A 64 years, female, white, stage:Stage IIA, alive, 1732 days 3281.1
TCGA-A8-A08T-01A 64 years, female, stage:Stage IV, dead, 3409 days 3276.2
TCGA-A2-A0T6-01A 50 years, female, white, stage:Stage IIB, alive, 575 days 3271.9
TCGA-AR-A0TY-01A 54 years, female, white, stage:Stage IIA, dead, 1699 days 3271.0
TCGA-A2-A0CS-01A 73 years, female, white, stage:Stage IV, dead, 2348 days 3258.2
TCGA-AR-A1AS-01A 54 years, female, asian, stage:Stage IIB, alive, 1150 days 3249.4
TCGA-BH-A0HA-01A 31 years, female, white, stage:Stage I, alive, 1611 days 3246.9
TCGA-AO-A0J6-01A 61 years, female, white, stage:Stage IIA, alive, 1140 days 3246.5
TCGA-E9-A1RF-01A 68 years, female, white, stage:Stage IIIA, alive, 200 days 3245.8
TCGA-D8-A27F-01A 40 years, female, white, stage:Stage IIA, alive, 488 days 3243.4
TCGA-OL-A5D8-01A 40 years, female, black or african american, stage:Stage IIB, alive, 973 days 3243.0
TCGA-BH-A0DK-01A 49 years, female, white, stage:Stage IIA, alive, 423 days 3239.4
TCGA-E2-A14U-01A 74 years, female, white, stage:Stage I, alive, 1318 days 3236.7
TCGA-AR-A24O-01A 43 years, female, white, stage:Stage IIIA, alive, 3607 days 3235.5
TCGA-A2-A0YM-01A 67 years, female, white, stage:Stage IIA, alive, 965 days 3234.7
TCGA-LL-A9Q3-01A 69 years, female, white, stage:Stage IIIC, alive, 532 days 3234.6
TCGA-C8-A26X-01A 58 years, female, asian, stage:Stage IIA, alive, 376 days 3233.6
TCGA-E2-A154-01A 68 years, female, white, stage:Stage I, alive, 591 days 3223.6
TCGA-B6-A402-01A 47 years, female, black or african american, stage:Stage I, alive, 2281 days 3223.3
TCGA-E2-A1IG-01A 45 years, female, white, stage:Stage IIB, alive, 2140 days 3216.8
TCGA-BH-A0H7-01A 65 years, female, white, stage:Stage IIIA, alive, 702 days 3211.6
TCGA-E2-A1IK-01A 71 years, female, white, stage:Stage IIA, alive, 1800 days 3208.9
TCGA-AC-A4ZE-01A 63 years, female, white, stage:Stage IIB, alive, 890 days 3208.8
TCGA-AR-A24T-01A 46 years, female, white, stage:Stage IIIC, alive, 3202 days 3201.8
TCGA-AR-A24W-01A 55 years, female, white, stage:Stage IIB, alive, 1550 days 3200.0
TCGA-AR-A1AM-01A 52 years, female, white, stage:Stage IIIA, alive, 2991 days 3198.9
TCGA-AR-A0U2-01A 47 years, female, white, stage:Stage IIIA, dead, 2551 days 3194.9
TCGA-D8-A27H-01A 72 years, female, white, stage:Stage IIA, alive, 397 days 3192.8
TCGA-C8-A12N-01A 58 years, female, asian, stage:Stage IIA, alive, 358 days 3187.6
TCGA-AN-A0AS-01A 70 years, female, white, stage:Stage IIIA, alive, 10 days 3187.5
TCGA-D8-A1X6-01A 80 years, female, white, stage:Stage IIIA, alive, 541 days 3181.5
TCGA-E2-A15S-01A 34 years, female, white, stage:Stage IIB, alive, 428 days 3176.7
TCGA-AN-A0FS-01A 55 years, female, white, stage:Stage IA, alive, 210 days 3173.2
TCGA-EW-A1OZ-01A 56 years, female, black or african american, stage:Stage IIA, alive, 1229 days 3172.5
TCGA-E9-A5UO-01A 41 years, female, white, stage:Stage IIA, alive, 785 days 3167.5
TCGA-B6-A0RG-01A 26 years, female, white, stage:Stage IIB, alive, 2082 days 3166.3
TCGA-AO-A0J8-01A 61 years, female, white, stage:Stage IIA, alive, 680 days 3166.3
TCGA-BH-A0B4-01A 65 years, male, white, stage:Stage IIIA, alive, 1191 days 3160.5
TCGA-A1-A0SE-01A 56 years, female, white, stage:Stage I, alive, 1321 days 3157.8
TCGA-GM-A5PV-01A 63 years, female, white, stage:Stage IIB, alive, 412 days 3152.3
TCGA-B6-A0RM-01A 57 years, female, black or african american, stage:Stage X, dead, 2373 days 3146.9
TCGA-B6-A40B-01A 76 years, female, white, stage:Stage I, alive, 3152 days 3145.3
TCGA-AO-A12G-01A 75 years, female, white, stage:Stage IIA, alive, 1639 days 3142.6
TCGA-C8-A3M7-01A 60 years, female, asian, stage:Stage IIIB, dead, 1034 days 3140.2
TCGA-AR-A1AV-01A 68 years, male, white, stage:Stage IIB, alive, 1864 days 3137.8
TCGA-LL-A441-01A 62 years, female, black or african american, stage:Stage IA, alive, 996 days 3136.9
TCGA-E2-A15E-01A 40 years, female, white, stage:Stage IIA, alive, 630 days 3133.7
TCGA-A2-A0YK-01A 61 years, female, white, stage:Stage IIA, alive, 588 days 3129.9
TCGA-BH-A0BR-01A 59 years, female, white, stage:Stage I, alive, 2330 days 3124.9
TCGA-BH-A1FL-01A 69 years, female, white, stage:Stage IIB, dead, 1673 days 3120.8
TCGA-C8-A134-01A 52 years, female, asian, stage:Stage IIA, alive, 383 days 3118.3
TCGA-A8-A08O-01A 45 years, female, stage:Stage IV, alive, 943 days 3108.2
TCGA-A8-A0AB-01A 54 years, female, stage:Stage IIA, alive, 518 days 3105.9
TCGA-E2-A3DX-01A 43 years, female, white, stage:Stage IIIC, alive, 1325 days 3104.6
TCGA-D8-A1JS-01A 77 years, female, white, stage:Stage IA, alive, 371 days 3098.9
TCGA-OL-A66J-01A 80 years, female, white, stage:Stage I, alive, 1996 days 3097.6
TCGA-D8-A3Z5-01A 54 years, female, white, stage:Stage IIIC, alive, 1015 days 3095.6
TCGA-AR-A1AK-01A 70 years, female, white, stage:Stage I, alive, 3159 days 3087.0
TCGA-E9-A1N3-01A 70 years, female, white, stage:Stage IIIA, alive, 1059 days 3081.9
TCGA-D8-A1JU-01A 51 years, female, white, stage:Stage IA, alive, 447 days 3077.6
TCGA-D8-A141-01A 40 years, female, white, stage:'--, alive, 626 days 3067.9
TCGA-BH-A0BT-01A 56 years, female, white, stage:Stage IIA, alive, 2365 days 3067.5
TCGA-BH-A0W7-01A 49 years, female, white, stage:Stage I, alive, 1363 days 3065.6
TCGA-A2-A4RW-01A 49 years, female, white, stage:Stage IIIC, alive, 222 days 3064.5
TCGA-BH-A0DI-01A 63 years, female, white, stage:Stage IIB, alive, 912 days 3063.8
TCGA-OL-A5RY-01A 52 years, female, black or african american, stage:Stage IIA, alive, 752 days 3063.1
TCGA-A8-A093-01A 61 years, female, stage:Stage IIA, alive, 546 days 3056.2
TCGA-E2-A1IH-01A 80 years, female, white, stage:Stage I, alive, 1026 days 3054.6
TCGA-E2-A1B4-01A 74 years, female, white, stage:Stage IIIA, dead, 1004 days 3050.1
TCGA-A8-A07R-01A 80 years, female, stage:Stage IIIC, alive, 273 days 3048.0
TCGA-B6-A0IE-01A 38 years, female, black or african american, stage:Stage IIIA, dead, 1993 days 3045.9
TCGA-E9-A5FK-01A 60 years, female, white, stage:Stage IIIC, alive, 812 days 3039.3
TCGA-E9-A1R6-01A 63 years, female, white, stage:Stage IIA, alive, 339 days 3035.8
TCGA-A2-A3XZ-01A 46 years, female, black or african american, stage:Stage I, alive, 1532 days 3034.3
TCGA-LL-A7T0-01A 70 years, female, black or african american, stage:Stage IIB, alive, 376 days 3031.7
TCGA-E2-A14Y-01A 35 years, female, white, stage:Stage IIA, alive, 2109 days 3028.8
TCGA-A8-A06Q-01A 63 years, female, stage:Stage IIIA, alive, 31 days 3027.4
TCGA-B6-A0WS-01A 58 years, female, black or african american, stage:Stage X, dead, 2965 days 3025.8
TCGA-LL-A5YL-01A 64 years, female, white, stage:Stage IIB, alive, 519 days 3024.9
TCGA-AO-A0JI-01A 56 years, female, white, stage:Stage IIA, alive, 1528 days 3023.4
TCGA-OK-A5Q2-01A 59 years, female, stage:Stage II, alive, 64 days 3022.1
TCGA-E2-A14V-01A 53 years, female, white, stage:Stage IIB, alive, 1042 days 3020.0
TCGA-A2-A3KD-01A 47 years, female, white, stage:Stage IIIA, alive, 1206 days 3019.6
TCGA-AO-A0JE-01A 53 years, female, black or african american, stage:Stage IIIA, alive, 2335 days 3014.3
TCGA-E9-A227-01A 42 years, female, white, stage:Stage IIB, alive, 975 days 3009.0
TCGA-OL-A5D7-01A 70 years, female, black or african american, stage:Stage IIA, alive, 1780 days 3008.7
TCGA-A2-A0T7-01A 51 years, female, white, stage:Stage IIA, alive, 631 days 3008.0
TCGA-A8-A06Y-01A 66 years, female, stage:Stage IIA, alive, 791 days 2998.8
TCGA-OL-A66P-01A 75 years, female, black or african american, stage:Stage IIA, alive, 428 days 2996.2
TCGA-A8-A085-01A 44 years, male, stage:Stage IIB, alive, 1124 days 2984.6
TCGA-BH-A0HL-01A 56 years, female, white, stage:Stage IIB, alive, 72 days 2983.0
TCGA-AR-A24S-01A 61 years, female, white, stage:Stage I, alive, 2976 days 2981.2
TCGA-A2-A0SX-01A 48 years, female, white, stage:Stage IA, alive, 1534 days 2978.2
TCGA-E2-A14N-01A 37 years, female, white, stage:Stage IIB, alive, 1434 days 2967.8
TCGA-D8-A27N-01A 36 years, female, white, stage:Stage IIIA, alive, 519 days 2963.3
TCGA-A8-A076-01A 66 years, female, stage:Stage IIA, alive, 1642 days 2961.6
TCGA-AR-A5QQ-01A 68 years, female, white, stage:Stage IIIA, dead, 322 days 2959.7
TCGA-B6-A0RE-01A 61 years, female, black or african american, stage:Stage X, alive, 7777 days 2959.5
TCGA-BH-A0DV-01A 54 years, female, white, stage:Stage IIIA, alive, 2064 days 2955.1
TCGA-S3-AA11-01A 67 years, female, black or african american, stage:Stage IIA, alive, 421 days 2953.7
TCGA-AC-A2FK-01A 45 years, female, white, stage:Stage IIIC, alive, 2650 days 2951.6
TCGA-AO-A0JF-01A 68 years, female, white, stage:Stage IIA, alive, 1980 days 2950.0
TCGA-A1-A0SH-01A 39 years, female, white, stage:Stage IIA, alive, 1437 days 2946.8
TCGA-A2-A0EU-01A 79 years, female, white, stage:Stage IA, alive, 1043 days 2942.8
TCGA-EW-A1OX-01A 43 years, female, white, stage:Stage IIA, alive, 911 days 2942.0
TCGA-A2-A3KC-01A 55 years, female, black or african american, stage:Stage IIB, alive, 1102 days 2940.3
TCGA-C8-A12P-01A 55 years, female, asian, stage:Stage IIB, alive, 358 days 2939.1
TCGA-D8-A140-01A 62 years, female, white, stage:Stage IIB, alive, 403 days 2935.9
TCGA-A2-A0CT-01A 71 years, female, white, stage:Stage IIA, alive, 2289 days 2934.9
TCGA-B6-A0X4-01A 62 years, female, white, stage:Stage IIB, dead, 860 days 2934.4
TCGA-E9-A54X-01A 85 years, female, white, stage:Stage IA, alive, 727 days 2931.0
TCGA-A2-A259-01A 70 years, female, black or african american, stage:Stage I, alive, 1596 days 2930.6
TCGA-D8-A1XZ-01A 81 years, female, white, stage:Stage IIIA, alive, 466 days 2930.1
TCGA-A8-A08Z-01A 76 years, female, stage:'--, alive, 1217 days 2930.0
TCGA-A7-A426-01A 50 years, female, white, stage:Stage IIIC, alive, 364 days 2927.5
TCGA-A7-A0DA-01A 62 years, female, white, stage:Stage IIA, alive, 1085 days 2926.5
TCGA-AC-A3EH-01A 79 years, female, white, stage:Stage IIIC, dead, 197 days 2926.3
TCGA-D8-A1JH-01A 56 years, female, white, stage:Stage IA, alive, 426 days 2921.7
TCGA-BH-A0BF-01A 56 years, female, white, stage:Stage IIB, dead, 1324 days 2920.3
TCGA-E2-A105-01A 79 years, female, white, stage:Stage IIA, alive, 1308 days 2920.1
TCGA-A2-A1G1-01A 85 years, female, white, stage:Stage IIB, alive, 584 days 2917.3
TCGA-E9-A1NI-01A 51 years, female, white, stage:Stage IIA, alive, 300 days 2915.5
TCGA-C8-A26Z-01A 59 years, female, asian, stage:Stage IIA, alive, 470 days 2911.0
TCGA-BH-A0AY-01A 62 years, female, white, stage:Stage IIA, alive, 777 days 2910.9
TCGA-LL-A5YN-01A 46 years, female, black or african american, stage:Stage IIA, alive, 447 days 2910.5
TCGA-BH-A0AW-01A 56 years, female, white, stage:Stage IIA, alive, 622 days 2906.0
TCGA-AN-A0AT-01A 62 years, female, white, stage:Stage IIA, alive, 10 days 2901.5
TCGA-B6-A0X1-01A 48 years, female, white, stage:'--, dead, 7455 days 2901.2
TCGA-AC-A2B8-01A 84 years, female, white, stage:Stage IIB, alive, 677 days 2899.5
TCGA-A2-A0EP-01A 56 years, female, white, stage:Stage I, alive, 3603 days 2898.4
TCGA-D8-A1X8-01A 62 years, female, white, stage:Stage IIIA, alive, 783 days 2897.3
TCGA-AC-A2FM-01A 87 years, female, white, stage:Stage IIB, dead, 792 days 2892.2
TCGA-AO-A129-01A 29 years, female, white, stage:Stage IIB, alive, 3286 days 2891.2
TCGA-A2-A0EM-01A 73 years, female, white, stage:Stage IA, alive, 3094 days 2889.2
TCGA-A7-A0CG-01A 78 years, female, white, stage:Stage IIA, alive, 1043 days 2887.2
TCGA-AN-A0AL-01A 41 years, female, white, stage:Stage IIIB, alive, 227 days 2885.7
TCGA-LL-A5YP-01A 49 years, female, black or african american, stage:Stage IIB, alive, 450 days 2884.3
TCGA-A1-A0SM-01A 77 years, male, white, stage:Stage IIA, alive, 242 days 2882.6
TCGA-A1-A0SQ-01A 45 years, female, white, stage:Stage IIB, alive, 554 days 2881.6
TCGA-C8-A12X-01A 62 years, female, asian, stage:Stage IIB, alive, 385 days 2880.8
TCGA-AC-A2BM-01A 41 years, female, black or african american, stage:Stage IIB, alive, 3022 days 2879.9
TCGA-EW-A1P8-01A 58 years, female, white, stage:Stage IIIC, dead, 239 days 2879.2
TCGA-AO-A12F-01A 36 years, female, white, stage:Stage IIA, alive, 1842 days 2878.2
TCGA-AN-A0FF-01A 32 years, female, white, stage:Stage IA, alive, 172 days 2873.0
TCGA-LL-A442-01A 56 years, female, black or african american, stage:Stage IIA, alive, 889 days 2867.7
TCGA-D8-A1XG-01A 86 years, female, white, stage:Stage IIIB, alive, 448 days 2867.6
TCGA-D8-A4Z1-01A 68 years, female, white, stage:Stage IA, alive, 659 days 2867.5
TCGA-B6-A409-01A 44 years, female, black or african american, stage:Stage IIIA, dead, 573 days 2867.0
TCGA-BH-A203-01A 78 years, female, white, stage:Stage IIB, dead, 1174 days 2865.7
TCGA-BH-A201-01A 64 years, female, white, stage:Stage IA, alive, 856 days 2862.1
TCGA-AN-A04C-01A 51 years, female, white, stage:Stage IIB, alive, 54 days 2860.3
TCGA-B6-A0I2-01A 45 years, female, white, stage:Stage IA, alive, 4361 days 2859.2
TCGA-D8-A27P-01A 64 years, female, white, stage:Stage IA, alive, 49 days 2855.0
TCGA-A2-A0ST-01A 62 years, female, white, stage:Stage IIA, alive, 3017 days 2854.4
TCGA-E9-A2JS-01A 72 years, female, white, stage:Stage IIB, dead, 904 days 2849.7
TCGA-GM-A2D9-01A 69 years, female, white, stage:Stage I, dead, 1812 days 2847.5
TCGA-A2-A0CQ-01A 62 years, female, black or african american, stage:Stage IA, alive, 2695 days 2841.6
TCGA-D8-A1Y0-01A 65 years, female, white, stage:Stage IIIA, alive, 472 days 2839.9
TCGA-S3-A6ZG-01A 71 years, female, black or african american, stage:Stage IIB, alive, 562 days 2836.2
TCGA-BH-A0BZ-01A 59 years, female, white, stage:Stage IIIA, alive, 2255 days 2836.0
TCGA-OL-A66K-01A 72 years, female, white, stage:Stage IIA, dead, 1275 days 2833.4
TCGA-E9-A1RC-01A 56 years, female, white, stage:Stage IIIC, alive, 1224 days 2832.8
TCGA-B6-A0IK-01A 63 years, female, white, stage:Stage IIIB, dead, 571 days 2831.6
TCGA-D8-A1Y2-01A 71 years, female, white, stage:Stage IIA, alive, 433 days 2831.5
TCGA-BH-A1FB-01A 60 years, female, white, stage:Stage IIB, dead, 3669 days 2831.4
TCGA-E2-A152-01A 56 years, female, white, stage:Stage I, alive, 2128 days 2827.2
TCGA-Z7-A8R6-01A 46 years, female, white, stage:Stage I, alive, 3256 days 2825.0
TCGA-BH-A0BD-01A 47 years, female, white, stage:Stage IIA, alive, 554 days 2823.9
TCGA-BH-A0EB-01A 69 years, female, white, stage:Stage IA, alive, 745 days 2816.8
TCGA-C8-A275-01A 56 years, female, asian, stage:Stage IIA, alive, 1 days 2814.6
TCGA-AN-A0XT-01A 54 years, female, white, stage:Stage IIIA, alive, 10 days 2810.0
TCGA-BH-A18F-01A 50 years, female, white, stage:Stage IIA, alive, 1001 days 2809.6
TCGA-GM-A5PX-01A 65 years, female, white, stage:Stage IIB, alive, 551 days 2808.3
TCGA-A2-A04R-01A 36 years, female, black or african american, stage:Stage IA, alive, 3709 days 2808.1
TCGA-OL-A6VQ-01A 49 years, female, white, stage:Stage IIA, alive, 600 days 2806.4
TCGA-A8-A09T-01A 68 years, female, stage:'--, alive, 579 days 2804.0
TCGA-E9-A228-01A 58 years, female, white, stage:Stage IIB, alive, 1285 days 2802.0
TCGA-AR-A5QM-01A 62 years, female, white, stage:Stage IIA, alive, 2231 days 2797.6
TCGA-EW-A1J3-01A 61 years, female, white, stage:Stage IA, alive, 504 days 2797.4
TCGA-E2-A14R-01A 62 years, female, white, stage:Stage IIA, alive, 1174 days 2793.7
TCGA-EW-A1J2-01A 50 years, female, black or african american, stage:'--, alive, 403 days 2791.7
TCGA-BH-A0B6-01A 47 years, female, white, stage:Stage I, alive, 2483 days 2787.4
TCGA-D8-A27E-01A 66 years, female, white, stage:Stage IA, alive, 530 days 2786.4
TCGA-D8-A1XS-01A 48 years, male, white, stage:Stage IIIC, alive, 496 days 2785.7
TCGA-B6-A0I1-01A 73 years, female, black or african american, stage:Stage IIA, dead, 2361 days 2784.2
TCGA-AN-A0XW-01A 36 years, female, white, stage:Stage IIIA, alive, 170 days 2782.9
TCGA-C8-A130-01A 52 years, female, asian, stage:Stage IIIA, alive, 370 days 2782.3
TCGA-EW-A1PF-01A 50 years, female, white, stage:Stage IA, alive, 439 days 2780.0
TCGA-BH-A1EN-01A 78 years, female, white, stage:Stage IIA, dead, 2127 days 2779.7
TCGA-A2-A0T0-01A 59 years, female, white, stage:Stage IIB, alive, 533 days 2779.3
TCGA-E2-A1B1-01A 45 years, female, white, stage:Stage IIB, alive, 2653 days 2776.0
TCGA-BH-A0GY-01A 67 years, female, white, stage:Stage IIA, alive, 923 days 2773.7
TCGA-LL-A5YO-01A 50 years, female, black or african american, stage:Stage IA, alive, 440 days 2772.3
TCGA-UL-AAZ6-01A 73 years, female, black or african american, stage:Stage IIA, alive, 518 days 2771.2
TCGA-E2-A1L9-01A 40 years, female, white, stage:Stage IIA, alive, 598 days 2771.1
TCGA-AR-A0TV-01A 66 years, female, stage:Stage IIA, alive, 2288 days 2770.9
TCGA-AN-A03X-01A 74 years, female, white, stage:Stage IIA, alive, 10 days 2770.3
TCGA-BH-A0HI-01A 78 years, female, white, stage:Stage IA, alive, 620 days 2770.0
TCGA-C8-A1HI-01A 40 years, female, asian, stage:Stage IIIA, alive, 343 days 2769.0
TCGA-E9-A1N5-01A 45 years, female, white, stage:Stage IIB, alive, 1120 days 2766.7
TCGA-A2-A0EW-01A 53 years, female, white, stage:Stage IIIC, dead, 1884 days 2765.7
TCGA-A7-A4SC-01A 62 years, female, white, stage:Stage IIB, alive, 446 days 2764.8
TCGA-AR-A1AY-01A 65 years, female, white, stage:Stage I, alive, 1026 days 2761.5
TCGA-AO-A0J5-01A 48 years, female, white, stage:Stage IV, dead, 792 days 2760.8
TCGA-BH-A0AZ-01A 47 years, female, white, stage:Stage IIIA, alive, 1919 days 2759.2
TCGA-C8-A12Y-01A 44 years, female, asian, stage:Stage IIB, alive, 1476 days 2757.3
TCGA-AR-A255-01A 62 years, female, white, stage:Stage I, alive, 2161 days 2756.2
TCGA-AR-A2LH-01A 55 years, female, white, stage:Stage III, dead, 616 days 2753.5
TCGA-A7-A26E-01A 71 years, female, white, stage:Stage IIIA, alive, 954 days 2751.7
TCGA-B6-A40C-01A 51 years, female, white, stage:Stage IIB, alive, 2164 days 2748.0
TCGA-B6-A0IB-01A 64 years, female, white, stage:Stage IV, dead, 3941 days 2747.5
TCGA-A7-A2KD-01A 53 years, female, black or african american, stage:Stage IIIA, alive, 679 days 2744.9
TCGA-AR-A24N-01A 54 years, female, white, stage:Stage I, alive, 3035 days 2737.5
TCGA-B6-A0X5-01A 61 years, female, black or african american, stage:Stage IIB, dead, 2097 days 2733.3
TCGA-B6-A0IJ-01A 42 years, female, black or african american, stage:Stage IIB, alive, 7106 days 2730.0
TCGA-E2-A1B6-01A 44 years, female, white, stage:Stage IIA, alive, 867 days 2729.9
TCGA-C8-A131-01A 82 years, female, asian, stage:Stage IIIA, alive, 411 days 2721.8
TCGA-BH-A0EI-01A 51 years, female, white, stage:Stage IIA, alive, 1926 days 2720.8
TCGA-E2-A108-01A 64 years, female, white, stage:Stage IIIA, alive, 837 days 2712.8
TCGA-E2-A15F-01A 64 years, female, white, stage:Stage I, alive, 658 days 2710.1
TCGA-A8-A06T-01A 75 years, female, stage:Stage IIIA, alive, 1614 days 2709.7
TCGA-BH-A0BV-01A 78 years, female, white, stage:Stage IIB, alive, 1519 days 2707.4
TCGA-A1-A0SO-01A 67 years, female, white, stage:Stage IIB, alive, 852 days 2706.8
TCGA-EW-A1IY-01A 38 years, female, asian, stage:Stage I, alive, 258 days 2703.5
TCGA-A8-A0A1-01A 84 years, female, stage:Stage IIA, alive, 365 days 2702.8
TCGA-A2-A0ES-01A 52 years, female, white, stage:Stage IIA, alive, 2190 days 2702.5
TCGA-BH-A18L-01A 50 years, female, white, stage:Stage IIIA, dead, 811 days 2695.5
TCGA-A2-A04X-01A 34 years, female, white, stage:Stage IIA, alive, 1686 days 2694.9
TCGA-AN-A0XV-01A 67 years, female, white, stage:Stage IIIA, alive, 162 days 2694.8
TCGA-EW-A1J5-01A 59 years, female, white, stage:Stage IIB, alive, 477 days 2692.9
TCGA-E2-A570-01A 47 years, female, black or african american, stage:Stage IB, alive, 931 days 2692.7
TCGA-C8-A8HR-01A 49 years, female, asian, stage:Stage IIIA, alive, 408 days 2691.9
TCGA-A8-A082-01A 58 years, female, stage:Stage IIB, alive, 549 days 2691.4
TCGA-AC-A3HN-01A 87 years, female, white, stage:Stage IIB, alive, 496 days 2689.3
TCGA-B6-A1KN-01A 57 years, female, white, stage:Stage IIIB, alive, 4233 days 2684.1
TCGA-E2-A109-01A 64 years, female, white, stage:Stage IIA, alive, 1417 days 2682.5
TCGA-E2-A1B0-01A 50 years, female, white, stage:Stage IIIA, alive, 1631 days 2682.3
TCGA-A7-A26G-01A 50 years, female, black or african american, stage:Stage IIA, alive, 722 days 2682.0
TCGA-A8-A08B-01A 52 years, female, stage:Stage IIA, alive, 1156 days 2681.4
TCGA-AR-A2LQ-01A 59 years, female, white, stage:Stage IIB, alive, 1233 days 2680.7
TCGA-EW-A1P1-01A 68 years, female, white, stage:Stage IIIC, alive, 1210 days 2677.8
TCGA-A7-A3J0-01A 62 years, female, white, stage:Stage IIA, alive, 313 days 2675.5
TCGA-GM-A2DH-01A 58 years, female, white, stage:Stage I, alive, 2193 days 2671.1
TCGA-E2-A14Q-01A 50 years, female, white, stage:Stage IIB, alive, 1163 days 2669.3
TCGA-BH-A0HQ-01A 56 years, female, white, stage:Stage IIA, alive, 1121 days 2667.5
TCGA-V7-A7HQ-01A 75 years, female, black or african american, stage:Stage IIIA, alive, 2033 days 2664.4
TCGA-E9-A1RI-01A 43 years, female, white, stage:Stage IIIA, alive, 1449 days 2663.2
TCGA-A2-A04W-01A 50 years, female, white, stage:Stage IIB, alive, 3102 days 2662.2
TCGA-E9-A243-01A 52 years, female, white, stage:Stage IIA, alive, 612 days 2659.7
TCGA-AC-A3TN-01A 75 years, female, white, stage:Stage IIB, alive, 456 days 2658.8
TCGA-BH-A0C3-01A 47 years, female, white, stage:Stage I, alive, 2709 days 2657.9
TCGA-JL-A3YW-01A 49 years, female, asian, stage:Stage IIB, alive, 360 days 2656.6
TCGA-AC-A23E-01A 50 years, female, white, stage:Stage IIB, alive, 698 days 2655.5
TCGA-E9-A22A-01A 74 years, female, white, stage:Stage IIA, alive, 1189 days 2645.6
TCGA-E2-A15O-01A 89 years, female, black or african american, stage:Stage I, alive, 289 days 2645.1
TCGA-AO-A12H-01A 69 years, female, black or african american, stage:Stage IIA, alive, 1234 days 2645.0
TCGA-BH-A0AV-01A 52 years, female, black or african american, stage:Stage I, alive, 1820 days 2644.5
TCGA-A8-A08C-01A 65 years, female, stage:Stage IIA, alive, 881 days 2643.6
TCGA-C8-A274-01A 63 years, female, asian, stage:Stage IIA, alive, 508 days 2628.7
TCGA-A7-A0CE-01A 57 years, female, white, stage:Stage IIA, alive, 1074 days 2626.7
TCGA-AR-A2LL-01A 70 years, female, white, stage:Stage IIB, alive, 2012 days 2624.7
TCGA-A8-A08P-01A 70 years, female, stage:Stage IIIA, alive, 943 days 2622.1
TCGA-S3-A6ZF-01A 64 years, female, black or african american, stage:Stage IIA, alive, 572 days 2621.5
TCGA-BH-A0EA-01A 72 years, female, white, stage:Stage IIA, dead, 991 days 2617.2
TCGA-BH-A0H5-01A 45 years, female, white, stage:Stage I, alive, 1620 days 2616.0
TCGA-A2-A1FW-01A 62 years, female, white, stage:Stage IIIA, alive, 528 days 2608.0
TCGA-D8-A1JI-01A 54 years, female, white, stage:Stage IIA, alive, 577 days 2602.1
TCGA-A2-A0YJ-01A 39 years, female, white, stage:Stage IIIA, alive, 566 days 2599.4
TCGA-BH-A1FC-01A 78 years, female, black or african american, stage:Stage IIA, dead, 3472 days 2593.3
TCGA-C8-A132-01A 56 years, female, asian, stage:Stage IIB, alive, 383 days 2592.9
TCGA-A2-A1G0-01A 49 years, female, white, stage:Stage IIB, alive, 616 days 2592.5
TCGA-A8-A0AD-01A 83 years, female, stage:Stage I, alive, 1157 days 2589.4
TCGA-D8-A1JB-01A 54 years, female, white, stage:Stage IIB, alive, 1688 days 2587.8
TCGA-LQ-A4E4-01A 73 years, female, white, stage:Stage IIIA, alive, 849 days 2582.8
TCGA-E2-A1LE-01A 71 years, female, white, stage:Stage IIIC, dead, 879 days 2576.0
TCGA-A2-A0EN-01A 70 years, female, white, stage:Stage IIA, alive, 4088 days 2572.7
TCGA-A8-A09Q-01A 83 years, female, stage:Stage IIIB, alive, 761 days 2571.9
TCGA-E2-A1IN-01A 60 years, female, white, stage:Stage I, alive, 675 days 2559.2
TCGA-A8-A0A2-01A 66 years, female, stage:Stage IIA, alive, 579 days 2559.0
TCGA-AO-A12B-01A 63 years, female, white, stage:Stage IIA, alive, 2989 days 2555.8
TCGA-D8-A27T-01A 53 years, female, white, stage:Stage IIIC, alive, 398 days 2554.9
TCGA-A2-A0YC-01A 59 years, female, white, stage:Stage IIB, alive, 990 days 2548.7
TCGA-B6-A400-01A 43 years, female, black or african american, stage:Stage IIIA, alive, 215 days 2546.5
TCGA-EW-A1PB-01A 70 years, female, black or african american, stage:Stage IIIA, alive, 608 days 2546.1
TCGA-E9-A247-01A 59 years, female, white, stage:Stage IA, alive, 1186 days 2545.3
TCGA-D8-A27I-01A 58 years, female, white, stage:Stage IIIA, alive, 439 days 2544.0
TCGA-BH-A8G0-01A 54 years, female, white, stage:Stage IIB, alive, 662 days 2543.7
TCGA-A8-A08G-01A 41 years, female, stage:Stage IIA, alive, 607 days 2540.9
TCGA-BH-A1FU-01A 44 years, female, white, stage:Stage IA, dead, 1688 days 2540.4
TCGA-AO-A125-01A 72 years, female, black or african american, stage:Stage IIA, alive, 3456 days 2538.2
TCGA-AR-A1AO-01A 47 years, female, white, stage:Stage IIA, alive, 2618 days 2537.4
TCGA-D8-A1JJ-01A 54 years, female, white, stage:Stage IIA, alive, 611 days 2536.7
TCGA-BH-A0H9-01A 69 years, female, white, stage:Stage IIA, alive, 1247 days 2533.7
TCGA-E9-A229-01A 37 years, female, white, stage:Stage IA, alive, 1148 days 2533.4
TCGA-E9-A1QZ-01A 61 years, female, white, stage:Stage IIA, alive, 755 days 2532.3
TCGA-5T-A9QA-01A 52 years, female, black or african american, stage:Stage IIA, alive, 303 days 2526.9
TCGA-D8-A27G-01A 75 years, female, white, stage:Stage IIA, alive, 409 days 2523.4
TCGA-A2-A0YH-01A 53 years, female, white, stage:Stage IIIA, alive, 659 days 2522.5
TCGA-EW-A1IX-01A 48 years, female, asian, stage:Stage IIA, alive, 1208 days 2511.8
TCGA-A8-A086-01A 59 years, female, stage:Stage IIA, alive, 396 days 2509.4
TCGA-AR-A24Z-01A 57 years, female, white, stage:Stage IIA, alive, 3001 days 2509.2
TCGA-EW-A1P7-01A 59 years, female, white, stage:Stage IIA, alive, 915 days 2506.6
TCGA-C8-A26W-01A 58 years, female, asian, stage:Stage IIB, alive, 381 days 2505.8
TCGA-EW-A1P3-01A 48 years, female, white, stage:Stage IIA, alive, 1611 days 2505.3
TCGA-C8-A1HN-01A 56 years, female, asian, stage:Stage IIA, alive, 394 days 2502.7
TCGA-AN-A0XO-01A 59 years, female, white, stage:Stage IIIA, alive, 375 days 2501.7
TCGA-E2-A10B-01A 67 years, female, white, stage:Stage IIB, alive, 1141 days 2499.9
TCGA-E9-A245-01A 47 years, female, white, stage:Stage IIB, dead, 26 days 2499.3
TCGA-D8-A27L-01A 49 years, female, white, stage:Stage IIIA, alive, 499 days 2498.9
TCGA-AC-A8OS-01A 71 years, female, white, stage:Stage IIA, alive, 70 days 2498.8
TCGA-BH-A0DS-01A 71 years, female, white, stage:Stage IIIA, alive, 78 days 2489.9
TCGA-EW-A1P6-01A 64 years, female, white, stage:Stage IIB, alive, 562 days 2488.7
TCGA-A2-A0YF-01A 67 years, female, black or african american, stage:Stage I, alive, 1535 days 2485.9
TCGA-C8-A135-01A 64 years, female, asian, stage:Stage IIB, alive, 393 days 2485.1
TCGA-D8-A3Z6-01A 56 years, female, white, stage:Stage IIIC, alive, 563 days 2484.1
TCGA-D8-A1XO-01A 56 years, female, white, stage:Stage IIB, alive, 1682 days 2482.1
TCGA-AR-A0TS-01A 46 years, female, white, stage:Stage IIB, alive, 2558 days 2481.8
TCGA-EW-A1PH-01A 52 years, female, white, stage:Stage IIA, alive, 607 days 2481.5
TCGA-BH-A0W5-01A 77 years, female, white, stage:Stage IIA, alive, 1288 days 2479.7
TCGA-GM-A2DN-01A 58 years, female, white, stage:Stage IIA, alive, 3091 days 2478.9
TCGA-E9-A22B-01A 71 years, female, white, stage:Stage IA, alive, 1167 days 2477.6
TCGA-AN-A041-01A 29 years, female, white, stage:Stage IIB, alive, 7 days 2474.6
TCGA-BH-A0DQ-01A 42 years, female, white, stage:Stage IIB, alive, 98 days 2474.2
TCGA-AO-A0JC-01A 64 years, female, white, stage:Stage IIA, alive, 1547 days 2472.5
TCGA-PE-A5DD-01A 64 years, female, asian, stage:Stage IIA, alive, 1953 days 2472.4
TCGA-A2-A04Y-01A 53 years, female, white, stage:Stage IIB, alive, 1099 days 2469.1
TCGA-A7-A0D9-01A 37 years, female, white, stage:Stage IIA, alive, 1139 days 2466.4
TCGA-OL-A66N-01A 59 years, female, white, stage:Stage IIIC, alive, 792 days 2466.4
TCGA-OL-A66I-01A 36 years, female, black or african american, stage:Stage IIA, alive, 714 days 2465.2
TCGA-A2-A0ER-01A 63 years, female, white, stage:Stage IB, alive, 2263 days 2464.8
TCGA-C8-A12Z-01A 45 years, female, asian, stage:Stage IIB, alive, 382 days 2464.4
TCGA-A2-A0ET-01A 58 years, female, white, stage:Stage IIIA, alive, 1066 days 2464.3
TCGA-AO-A0J9-01A 61 years, female, white, stage:Stage IIIC, alive, 1613 days 2463.5
TCGA-A2-A1FV-01A 74 years, female, white, stage:Stage IIB, alive, 714 days 2461.4
TCGA-A2-A25B-01A 39 years, female, black or african american, stage:Stage IIB, alive, 1291 days 2461.2
TCGA-A8-A07Z-01A 85 years, female, stage:Stage IIA, alive, 1371 days 2449.9
TCGA-AO-A03O-01A 69 years, female, black or african american, stage:Stage IIA, dead, 2483 days 2449.4
TCGA-AQ-A1H2-01A 84 years, female, white, stage:Stage IIIA, alive, 475 days 2444.5
TCGA-E9-A2JT-01A 63 years, female, white, stage:Stage IIA, alive, 288 days 2444.3
TCGA-A2-A04N-01A 66 years, female, white, stage:Stage IA, alive, 4354 days 2442.8
TCGA-BH-A1FH-01A 47 years, female, white, stage:Stage IV, dead, 1034 days 2441.6
TCGA-AR-A2LK-01A 62 years, female, white, stage:Stage III, dead, 1649 days 2440.6
TCGA-E2-A1IF-01A 74 years, female, white, stage:Stage I, alive, 1138 days 2439.0
TCGA-A8-A08A-01A 89 years, female, stage:Stage I, alive, 30 days 2437.4
TCGA-E9-A54Y-01A 63 years, female, white, stage:Stage IIIA, alive, 725 days 2434.7
TCGA-A8-A09B-01A 58 years, female, stage:Stage IIIB, alive, 365 days 2434.5
TCGA-AR-A1AL-01A 60 years, female, white, stage:Stage IIIA, alive, 2971 days 2433.1
TCGA-E2-A1L7-01A 40 years, female, white, stage:Stage IIIA, alive, 1836 days 2427.9
TCGA-A2-A0YI-01A 62 years, female, white, stage:Stage I, alive, 1505 days 2421.9
TCGA-A8-A09A-01A 40 years, female, stage:Stage X, alive, 304 days 2421.7
TCGA-LL-A440-01A 61 years, female, white, stage:Stage IA, alive, 759 days 2419.3
TCGA-LL-A50Y-01A 84 years, female, white, stage:Stage IIA, alive, 762 days 2414.4
TCGA-A2-A0YD-01A 63 years, female, white, stage:Stage IIB, alive, 769 days 2414.2
TCGA-LD-A74U-01A 79 years, female, white, stage:Stage IIIC, alive, 402 days 2413.2
TCGA-AC-A6IV-01A 47 years, female, white, stage:Stage IIB, alive, 568 days 2413.0
TCGA-D8-A1XR-01A 56 years, female, white, stage:Stage IIB, alive, 482 days 2412.2
TCGA-EW-A6SC-01A 60 years, female, black or african american, stage:Stage IIA, alive, 952 days 2412.2
TCGA-BH-A204-01A 80 years, female, white, stage:Stage IIB, dead, 2534 days 2411.6
TCGA-GM-A2DI-01A 52 years, female, white, stage:Stage I, alive, 2590 days 2409.2
TCGA-D8-A1JE-01A 62 years, female, white, stage:Stage IIA, alive, 575 days 2408.7
TCGA-BH-A0WA-01A 82 years, female, white, stage:Stage I, alive, 701 days 2404.8
TCGA-BH-A18S-01A 79 years, female, white, stage:Stage I, dead, 2009 days 2401.3
TCGA-D8-A1XM-01A 57 years, female, white, stage:Stage IA, alive, 538 days 2400.2
TCGA-D8-A1XK-01A 55 years, female, white, stage:Stage IIB, alive, 441 days 2398.4
TCGA-B6-A0I9-01A 62 years, female, white, stage:Stage IV, dead, 362 days 2396.1
TCGA-D8-A1X9-01A 66 years, female, white, stage:Stage IIB, alive, 727 days 2391.5
TCGA-GM-A3XN-01A 44 years, female, white, stage:Stage IIIA, alive, 2019 days 2390.5
TCGA-E9-A22D-01A 38 years, female, white, stage:Stage IIA, alive, 1248 days 2388.4
TCGA-BH-A6R9-01A 61 years, female, white, stage:Stage IIA, alive, 160 days 2379.2
TCGA-E2-A1IJ-01A 57 years, female, white, stage:Stage I, alive, 865 days 2375.9
TCGA-E2-A15K-01A 58 years, female, white, stage:Stage IIB, alive, 275 days 2375.0
TCGA-AO-A12E-01A 51 years, female, white, stage:Stage IIB, alive, 2142 days 2374.4
TCGA-E2-A14P-01A 79 years, female, white, stage:Stage IIIC, alive, 1246 days 2369.3
TCGA-GM-A2DO-01A 54 years, female, black or african american, stage:Stage I, alive, 2596 days 2360.0
TCGA-AR-A24V-01A 52 years, female, white, stage:Stage IIB, alive, 3203 days 2358.3
TCGA-A7-A3IZ-01A 62 years, female, white, stage:Stage IIA, alive, 322 days 2356.9
TCGA-EW-A2FR-01A 59 years, female, black or african american, stage:Stage IIIC, alive, 1673 days 2355.1
TCGA-BH-A0BO-01A 54 years, female, white, stage:Stage I, alive, 2197 days 2352.8
TCGA-C8-A26V-01A 47 years, female, asian, stage:Stage IIIA, alive, 616 days 2350.1
TCGA-AO-A0JM-01A 40 years, female, stage:Stage IIB, alive, 2184 days 2348.7
TCGA-OL-A5S0-01A 66 years, female, black or african american, stage:Stage IIB, alive, 620 days 2344.5
TCGA-AC-A3W7-01A 66 years, female, white, stage:Stage IIB, alive, 471 days 2340.8
TCGA-A2-A0T3-01A 37 years, female, white, stage:Stage IB, alive, 1516 days 2339.7
TCGA-D8-A1JA-01A 60 years, female, white, stage:'--, alive, 502 days 2334.4
TCGA-E9-A1R7-01A 64 years, female, white, stage:Stage IIA, alive, 1467 days 2332.3
TCGA-D8-A73X-01A 53 years, female, white, stage:Stage IIA, alive, 767 days 2331.2
TCGA-AO-A0J3-01A 67 years, female, white, stage:Stage IIB, alive, 651 days 2330.5
TCGA-BH-A0BP-01A 76 years, female, white, stage:Stage I, dead, 2296 days 2329.8
TCGA-A7-A26H-01A 72 years, female, white, stage:Stage IIA, alive, 724 days 2320.9
TCGA-AN-A049-01A 62 years, female, white, stage:Stage IIA, alive, 19 days 2318.8
TCGA-A2-A3Y0-01A 57 years, female, black or african american, stage:Stage IIB, alive, 1546 days 2318.2
TCGA-A7-A13E-01A 62 years, female, white, stage:Stage IIB, dead, 614 days 2317.1
TCGA-D8-A145-01A 80 years, female, white, stage:Stage IIA, alive, 410 days 2316.2
TCGA-C8-A12W-01A 49 years, female, asian, stage:Stage IIIB, alive, 385 days 2315.0
TCGA-A8-A0A9-01A 80 years, female, stage:Stage IIA, alive, 822 days 2315.0
TCGA-AQ-A0Y5-01A 70 years, female, white, stage:Stage IIIA, dead, 172 days 2312.7
TCGA-GM-A3XL-01A 49 years, female, black or african american, stage:Stage IIA, alive, 2108 days 2311.5
TCGA-E9-A22H-01A 42 years, female, white, stage:Stage IIB, alive, 1232 days 2304.0
TCGA-AN-A0FY-01A 55 years, female, white, stage:Stage IA, alive, 10 days 2302.5
TCGA-E2-A1LK-01A 84 years, female, black or african american, stage:Stage IIIC, dead, 266 days 2302.1
TCGA-PL-A8LX-01A 35 years, female, black or african american, stage:Stage IV, alive, 5 days 2301.9
TCGA-BH-A0HY-01A 60 years, female, white, stage:Stage I, alive, 1545 days 2301.1
TCGA-BH-A1EV-01A 45 years, female, white, stage:Stage IIIA, dead, 365 days 2292.7
TCGA-C8-A1HO-01A 34 years, female, asian, stage:Stage IIIC, alive, 375 days 2291.9
TCGA-AC-A5XU-01A 74 years, female, black or african american, stage:Stage IIB, alive, 455 days 2290.6
TCGA-BH-A5J0-01A 63 years, female, black or african american, stage:Stage IA, alive, 715 days 2289.9
TCGA-AR-A0TW-01A 50 years, female, white, stage:Stage IIIA, alive, 3009 days 2275.4
TCGA-E9-A1N6-01A 52 years, female, white, stage:Stage IIB, dead, 678 days 2272.5
TCGA-D8-A1JN-01A 80 years, female, white, stage:Stage IIIC, alive, 620 days 2271.3
TCGA-AC-A6IX-01A 49 years, female, white, stage:Stage IIIC, alive, 373 days 2271.2
TCGA-PE-A5DE-01A 41 years, female, white, stage:Stage IIA, alive, 2645 days 2270.2
TCGA-AO-A1KP-01A 77 years, female, white, stage:Stage IIA, alive, 2953 days 2265.4
TCGA-E2-A15T-01A 65 years, female, white, stage:Stage IIA, alive, 1563 days 2256.9
TCGA-A2-A0CL-01A 37 years, female, black or african american, stage:Stage IIIA, alive, 3015 days 2250.6
TCGA-C8-A12V-01A 55 years, female, asian, stage:Stage IIA, alive, 385 days 2250.2
TCGA-A2-A1FZ-01A 63 years, female, white, stage:Stage IIA, alive, 683 days 2250.2
TCGA-A7-A3J1-01A 63 years, female, white, stage:Stage IA, alive, 343 days 2247.6
TCGA-A2-A25C-01A 50 years, female, white, stage:Stage IIB, alive, 523 days 2245.1
TCGA-C8-A12L-01A 67 years, female, asian, stage:Stage IIA, alive, 363 days 2245.0
TCGA-S3-AA10-01A 65 years, female, black or african american, stage:Stage IIA, alive, 586 days 2242.8
TCGA-AO-A03V-01A 41 years, female, white, stage:Stage I, alive, 1351 days 2242.8
TCGA-AN-A0FN-01A 61 years, female, white, stage:Stage IA, alive, 218 days 2242.0
TCGA-A2-A0CW-01A 67 years, female, white, stage:Stage IIB, alive, 3283 days 2238.6
TCGA-B6-A0IH-01A 81 years, female, white, stage:Stage IIIA, dead, 2965 days 2234.9
TCGA-GM-A4E0-01A 67 years, female, white, stage:Stage IIIC, alive, 2191 days 2234.2
TCGA-E9-A5FL-01A 65 years, female, white, stage:Stage IIB, alive, 24 days 2234.1
TCGA-E9-A1ND-01A 75 years, female, white, stage:Stage IIB, alive, 1266 days 2231.7
TCGA-A7-A425-01A 70 years, female, white, stage:Stage IIIC, alive, 447 days 2231.2
TCGA-E2-A1IE-01A 61 years, female, white, stage:Stage IIB, alive, 2362 days 2230.2
TCGA-A8-A07S-01A 73 years, female, stage:Stage IIA, alive, 243 days 2229.2
TCGA-AO-A128-01A 61 years, female, white, stage:Stage IIA, alive, 3248 days 2227.1
TCGA-E2-A56Z-01A 69 years, female, black or african american, stage:Stage IIB, alive, 252 days 2217.0
TCGA-GM-A3NW-01A 63 years, female, white, stage:Stage IIA, alive, 3361 days 2205.7
TCGA-BH-A202-01A 60 years, female, white, stage:Stage II, alive, 795 days 2205.3
TCGA-E9-A1NE-01A 28 years, female, white, stage:Stage IIB, alive, 1088 days 2196.2
TCGA-A7-A5ZV-01A 62 years, female, black or african american, stage:Stage IIA, alive, 368 days 2194.3
TCGA-OL-A5RU-01A 63 years, female, black or african american, stage:Stage IIA, alive, 1219 days 2194.1
TCGA-B6-A0RL-01A 60 years, female, black or african american, stage:Stage IIA, dead, 2469 days 2193.3
TCGA-AR-A2LM-01A 49 years, female, white, stage:Stage II, alive, 1935 days 2192.4
TCGA-D8-A1XF-01A 45 years, female, white, stage:Stage IIA, alive, 463 days 2184.6
TCGA-B6-A0WX-01A 40 years, female, black or african american, stage:Stage IIIA, dead, 639 days 2184.5
TCGA-LL-A7SZ-01A 49 years, female, black or african american, stage:Stage IIB, alive, 594 days 2181.2
TCGA-BH-A0BA-01A 51 years, female, white, stage:Stage IIIC, alive, 1132 days 2180.3
TCGA-BH-A0B3-01A 53 years, female, white, stage:Stage IIB, alive, 1203 days 2179.5
TCGA-A8-A06P-01A 63 years, female, stage:Stage IIIA, alive, 396 days 2179.3
TCGA-3C-AAAU-01A 55 years, female, white, stage:Stage X, alive, 4047 days 2175.5
TCGA-AO-A0J4-01A 41 years, female, black or african american, stage:Stage IA, alive, 1587 days 2172.8
TCGA-E2-A1BC-01A 63 years, female, stage:Stage IA, alive, 501 days 2161.6
TCGA-AR-A24R-01A 45 years, female, white, stage:Stage IIIA, alive, 3430 days 2159.7
TCGA-AC-A2FG-01A 79 years, female, white, stage:Stage IIB, alive, 1853 days 2159.5
TCGA-BH-A1ET-01A 55 years, female, white, stage:Stage I, dead, 2520 days 2158.4
TCGA-D8-A1J8-01A 77 years, female, white, stage:Stage IIB, alive, 431 days 2154.5
TCGA-B6-A0RT-01A 39 years, female, white, stage:Stage IIIA, alive, 2721 days 2153.7
TCGA-E2-A15M-01A 66 years, female, white, stage:Stage IIA, dead, 336 days 2150.5
TCGA-A8-A07J-01A 35 years, female, stage:Stage IIB, alive, 365 days 2148.0
TCGA-A7-A6VV-01A 51 years, female, black or african american, stage:Stage IIA, alive, 313 days 2144.0
TCGA-LL-A73Z-01A 55 years, female, black or african american, stage:Stage IV, dead, 227 days 2142.3
TCGA-BH-A0DL-01A 64 years, female, white, stage:Stage IIA, alive, 2381 days 2141.7
TCGA-LL-A73Y-01A 67 years, female, black or african american, stage:Stage IA, alive, 477 days 2140.4
TCGA-E2-A1IL-01A 78 years, female, white, stage:Stage IIA, alive, 118 days 2137.6
TCGA-EW-A1P4-01A 43 years, female, white, stage:Stage IIA, alive, 907 days 2135.1
TCGA-BH-A1FR-01A 73 years, female, white, stage:Stage IIIB, dead, 1642 days 2130.4
TCGA-GM-A2DD-01A 53 years, female, white, stage:Stage I, alive, 2282 days 2128.7
TCGA-E2-A150-01A 48 years, female, white, stage:Stage IIA, alive, 1935 days 2128.2
TCGA-E9-A1RD-01A 67 years, female, white, stage:Stage IIA, alive, 34 days 2127.7
TCGA-AN-A0XN-01A 68 years, female, white, stage:Stage IIIA, alive, 10 days 2123.2
TCGA-A2-A0T2-01A 66 years, female, white, stage:Stage IV, dead, 255 days 2121.4
TCGA-BH-A0C0-01A 62 years, female, white, stage:Stage IIA, alive, 1270 days 2121.0
TCGA-EW-A1P5-01A 77 years, female, white, stage:Stage IIB, alive, 703 days 2118.9
TCGA-AC-A2QI-01A 76 years, female, white, stage:Stage IIIA, alive, 588 days 2106.5
TCGA-B6-A0IA-01A 51 years, female, white, stage:Stage IIA, alive, 8391 days 2105.4
TCGA-EW-A6SB-01A 62 years, female, black or african american, stage:Stage II, alive, 760 days 2102.1
TCGA-EW-A6S9-01A 34 years, female, black or african american, stage:Stage IIA, alive, 463 days 2102.1
TCGA-W8-A86G-01A 66 years, female, white, stage:Stage IIA, alive, 347 days 2101.0
TCGA-A8-A075-01A 42 years, female, stage:Stage IIB, alive, 518 days 2099.4
TCGA-BH-A18V-01A 48 years, female, white, stage:Stage IIB, dead, 1556 days 2099.4
TCGA-A7-A56D-01A 84 years, female, black or african american, stage:Stage IIA, alive, 448 days 2097.1
TCGA-A2-A4S0-01A 77 years, female, white, stage:Stage IIA, alive, 706 days 2096.6
TCGA-BH-A0H0-01A 69 years, female, white, stage:Stage IA, alive, 461 days 2096.0
TCGA-BH-A208-01A 48 years, female, white, stage:Stage IIB, dead, 1759 days 2095.4
TCGA-AR-A2LN-01A 65 years, female, white, stage:Stage IIA, alive, 1161 days 2094.2
TCGA-AR-A5QN-01A 68 years, female, white, stage:Stage IIIC, alive, 1013 days 2093.9
TCGA-A2-A25F-01A 66 years, female, white, stage:Stage IIA, alive, 322 days 2090.6
TCGA-AC-A62Y-01A 79 years, female, white, stage:Stage IIB, alive, 530 days 2084.6
TCGA-AO-A0JG-01A 49 years, female, white, stage:Stage IIIA, alive, 798 days 2082.8
TCGA-A8-A07C-01A 57 years, female, stage:Stage IIA, alive, 1034 days 2082.2
TCGA-A2-A0SV-01A 63 years, female, white, stage:Stage IV, dead, 825 days 2079.4
TCGA-EW-A2FV-01A 39 years, female, white, stage:Stage IIIC, alive, 788 days 2076.1
TCGA-D8-A1XD-01A 36 years, female, white, stage:Stage IIIA, alive, 522 days 2074.3
TCGA-A8-A06U-01A 80 years, female, stage:Stage IIB, dead, 883 days 2073.7
TCGA-AQ-A04J-01A 45 years, female, white, stage:Stage IIA, alive, 819 days 2073.6
TCGA-AN-A0AJ-01A 79 years, female, white, stage:Stage IIB, alive, 303 days 2072.7
TCGA-E2-A14X-01A 55 years, female, black or african american, stage:Stage IIIA, alive, 972 days 2065.6
TCGA-D8-A1XW-01A 53 years, female, white, stage:Stage IIA, alive, 1309 days 2065.2
TCGA-E2-A10A-01A 41 years, female, white, stage:Stage IIB, alive, 1229 days 2062.6
TCGA-OL-A6VO-01A 43 years, female, black or african american, stage:Stage IA, alive, 858 days 2057.2
TCGA-A8-A09D-01A 47 years, female, stage:Stage IIB, alive, 1522 days 2056.7
TCGA-A1-A0SD-01A 59 years, female, white, stage:Stage IIA, alive, 437 days 2041.5
TCGA-GM-A2DB-01A 62 years, female, white, stage:Stage IIA, alive, 2406 days 2041.5
TCGA-A8-A07W-01A 76 years, female, stage:Stage IV, alive, 304 days 2040.1
TCGA-E2-A1LI-01A 57 years, female, white, stage:Stage IIB, alive, 3121 days 2038.1
TCGA-BH-A0EE-01A 68 years, female, white, stage:Stage IIB, alive, 943 days 2032.4
TCGA-C8-A8HQ-01A 53 years, female, asian, stage:Stage IIB, alive, 380 days 2028.6
TCGA-EW-A423-01A 75 years, female, white, stage:Stage IIA, alive, 533 days 2027.9
TCGA-AR-A250-01A 58 years, female, white, stage:Stage IIA, alive, 2707 days 2022.2
TCGA-AR-A0TT-01A 53 years, female, black or african american, stage:Stage IIIA, alive, 3316 days 2022.0
TCGA-A8-A08I-01A 53 years, female, stage:Stage IIA, alive, 365 days 2020.8
TCGA-A7-A4SE-01A 54 years, female, black or african american, stage:Stage IIA, alive, 644 days 2018.3
TCGA-AR-A0TQ-01A 27 years, female, white, stage:Stage IIIA, alive, 2991 days 2017.4
TCGA-E2-A1IU-01A 60 years, female, white, stage:Stage IA, alive, 337 days 2017.2
TCGA-BH-A18N-01A 88 years, female, white, stage:Stage IIA, dead, 468 days 2016.6
TCGA-A7-A4SA-01A 40 years, female, white, stage:Stage IIB, alive, 454 days 2011.6
TCGA-A8-A06Z-01A 84 years, female, stage:Stage IIB, alive, 31 days 2005.9
TCGA-E2-A10E-01A 64 years, female, white, stage:Stage IIA, alive, 865 days 2002.2
TCGA-E2-A1LA-01A 59 years, female, stage:Stage IIA, alive, 748 days 2000.7
TCGA-A2-A4S2-01A 62 years, female, white, stage:Stage IIIA, alive, 643 days 2000.3
TCGA-E9-A1NG-01A 62 years, female, white, stage:Stage IIA, dead, 786 days 2000.0
TCGA-B6-A3ZX-01A 50 years, female, black or african american, stage:Stage IV, dead, 1152 days 1998.8
TCGA-A2-A0CO-01A 85 years, female, white, stage:Stage IIB, dead, 1468 days 1993.8
TCGA-BH-A0DH-01A 63 years, female, white, stage:Stage IIB, alive, 1156 days 1990.6
TCGA-E2-A1LS-01A 46 years, female, white, stage:Stage IA, alive, 1604 days 1984.0
TCGA-E2-A1AZ-01A 63 years, female, white, stage:Stage IIB, alive, 2329 days 1975.4
TCGA-D8-A1JT-01A 70 years, female, white, stage:Stage IIA, alive, 405 days 1974.2
TCGA-B6-A0WW-01A 58 years, female, black or african american, stage:Stage X, dead, 558 days 1973.2
TCGA-AR-A252-01A 50 years, female, white, stage:Stage I, alive, 2838 days 1969.1
TCGA-EW-A1IZ-01A 53 years, female, white, stage:Stage IIIA, alive, 554 days 1966.7
TCGA-A7-A4SD-01A 52 years, female, black or african american, stage:Stage IIA, alive, 441 days 1966.7
TCGA-UU-A93S-01A 63 years, female, black or african american, stage:Stage IV, dead, 116 days 1966.6
TCGA-A8-A07I-01A 69 years, female, stage:Stage IIIA, alive, 426 days 1963.9
TCGA-D8-A1J9-01A 48 years, female, white, stage:Stage IA, alive, 532 days 1962.7
TCGA-AO-A0JA-01A 36 years, female, black or african american, stage:Stage IIIC, alive, 655 days 1957.3
TCGA-E2-A2P6-01A 77 years, female, stage:Stage IIB, alive, 1051 days 1954.1
TCGA-A2-A3XS-01A 62 years, female, black or african american, stage:Stage IIIA, dead, 1032 days 1951.1
TCGA-AN-A0FV-01A 58 years, female, white, stage:Stage IIA, alive, 10 days 1949.9
TCGA-D8-A1X7-01A 40 years, female, white, stage:Stage IIA, alive, 509 days 1949.0
TCGA-AC-A5XS-01A 74 years, female, white, stage:Stage IIA, alive, 588 days 1948.0
TCGA-BH-A1F2-01A 53 years, female, white, stage:Stage IIIB, dead, 959 days 1945.4
TCGA-A2-A4RX-01A 67 years, female, black or african american, stage:Stage IIA, alive, 742 days 1944.0
TCGA-A7-A4SF-01A 54 years, female, black or african american, stage:Stage IIA, alive, 545 days 1941.1
TCGA-A8-A09V-01A 51 years, female, stage:Stage IIA, alive, 457 days 1940.9
TCGA-E2-A1IO-01A 37 years, female, white, stage:Stage I, alive, 1855 days 1936.3
TCGA-A7-A13D-01A 46 years, female, black or african american, stage:Stage IIA, alive, 965 days 1925.7
TCGA-A8-A06R-01A 69 years, female, stage:Stage IIB, alive, 547 days 1920.4
TCGA-B6-A0RP-01A 73 years, female, white, stage:'--, dead, 3126 days 1919.0
TCGA-BH-A18H-01A 63 years, female, white, stage:Stage IA, alive, 652 days 1912.8
TCGA-A2-A0T1-01A 55 years, female, american indian or alaska native, stage:Stage IIIC, alive, 521 days 1911.9
TCGA-A2-A0EV-01A 80 years, female, white, stage:Stage IA, alive, 968 days 1911.6
TCGA-AR-A24L-01A 26 years, female, white, stage:Stage IIB, dead, 2866 days 1905.8
TCGA-C8-A27A-01A 48 years, female, asian, stage:Stage IIB, alive, 747 days 1903.9
TCGA-BH-A1EU-01A 83 years, female, white, stage:Stage I, dead, 1286 days 1900.6
TCGA-D8-A1XQ-01A 69 years, female, white, stage:Stage IIA, alive, 499 days 1900.0
TCGA-PL-A8LZ-01A 29 years, female, black or african american, stage:Stage IIIB, alive, 302 days 1899.0
TCGA-B6-A0IN-01A 45 years, female, white, stage:Stage X, dead, 2573 days 1898.3
TCGA-3C-AALI-01A 50 years, female, black or african american, stage:Stage IIB, alive, 4005 days 1895.6
TCGA-E2-A573-01A 48 years, female, black or african american, stage:Stage IA, alive, 1062 days 1895.3
TCGA-E2-A15I-01A 44 years, female, white, stage:Stage IIA, alive, 1692 days 1893.2
TCGA-AR-A1AJ-01A 83 years, female, white, stage:Stage I, alive, 2383 days 1891.9
TCGA-AN-A0XR-01A 55 years, female, white, stage:Stage IIIA, alive, 10 days 1891.2
TCGA-WT-AB44-01A 77 years, female, white, stage:Stage IA, alive, 883 days 1890.5
TCGA-BH-A1EO-01A 68 years, female, white, stage:Stage IIA, dead, 2798 days 1888.0
TCGA-E9-A1R5-01A 63 years, female, white, stage:Stage IA, alive, 92 days 1884.3
TCGA-E9-A226-01A 45 years, female, white, stage:Stage IIIA, dead, 1048 days 1882.5
TCGA-D8-A1JL-01A 72 years, female, white, stage:Stage IIA, alive, 611 days 1875.6
TCGA-E9-A1RG-01A 62 years, female, white, stage:Stage IIIA, alive, 647 days 1875.4
TCGA-A8-A0A7-01A 57 years, female, stage:Stage IIB, alive, 30 days 1871.4
TCGA-EW-A1PE-01A 56 years, female, white, stage:Stage IIA, alive, 320 days 1867.0
TCGA-BH-A0B1-01A 66 years, female, white, stage:Stage IIB, alive, 1148 days 1861.3
TCGA-C8-A12Q-01A 78 years, female, asian, stage:Stage IIIA, dead, 385 days 1861.1
TCGA-B6-A1KI-01A 63 years, female, white, stage:Stage I, alive, 2236 days 1860.9
TCGA-GM-A2DF-01A 53 years, female, black or african american, stage:Stage IIA, alive, 2155 days 1857.7
TCGA-AN-A0AM-01A 56 years, female, white, stage:Stage IIA, alive, 5 days 1853.4
TCGA-AR-A0U0-01A 73 years, female, white, stage:Stage IIB, alive, 1988 days 1853.0
TCGA-AN-A0XL-01A 61 years, female, white, stage:Stage IIA, alive, 163 days 1846.6
TCGA-D8-A1XU-01A 56 years, female, white, stage:Stage IA, alive, 395 days 1843.0
TCGA-AR-A1AI-01A 47 years, female, white, stage:Stage IIA, alive, 3296 days 1842.7
TCGA-C8-A1HE-01A 59 years, female, asian, stage:Stage IIA, alive, 375 days 1833.7
TCGA-A2-A0CU-01A 73 years, female, white, stage:Stage IIA, dead, 158 days 1831.9
TCGA-A7-A6VY-01A 48 years, female, black or african american, stage:Stage IIB, alive, 266 days 1831.8
TCGA-BH-A1F0-01A 80 years, female, white, stage:Stage IIA, dead, 785 days 1825.2
TCGA-EW-A6SA-01A 59 years, male, black or african american, stage:Stage II, alive, 510 days 1818.9
TCGA-D8-A142-01A 74 years, female, white, stage:Stage IIB, alive, 425 days 1814.9
TCGA-AO-A0JB-01A 50 years, female, white, stage:Stage IIIA, alive, 1542 days 1810.8
TCGA-A8-A09E-01A 73 years, female, stage:Stage IIIB, alive, 1492 days 1809.0
TCGA-A2-A04Q-01A 48 years, female, white, stage:Stage IA, alive, 2385 days 1806.8
TCGA-AC-A62X-01A 72 years, female, black or african american, stage:Stage IIA, alive, 417 days 1800.6
TCGA-AN-A0XP-01A 69 years, female, white, stage:Stage IIIA, alive, 9 days 1800.0
TCGA-AC-A2FO-01A 65 years, female, white, stage:Stage IIB, alive, 2255 days 1799.8
TCGA-D8-A13Z-01A 51 years, female, white, stage:'--, alive, 635 days 1797.4
TCGA-A1-A0SI-01A 52 years, female, white, stage:Stage IIB, alive, 635 days 1795.5
TCGA-A2-A0YG-01A 63 years, female, white, stage:Stage IIIC, alive, 666 days 1795.2
TCGA-A8-A09K-01A 68 years, female, stage:Stage IIA, alive, 912 days 1790.8
TCGA-BH-A0DE-01A 62 years, female, white, stage:Stage IIA, alive, 2372 days 1786.8
TCGA-AR-A1AQ-01A 49 years, female, white, stage:Stage IIA, alive, 3021 days 1783.2
TCGA-BH-A0HN-01A 67 years, female, white, stage:Stage IA, alive, 516 days 1782.6
TCGA-D8-A1XT-01A 61 years, female, white, stage:Stage IIA, alive, 506 days 1781.7
TCGA-E9-A3QA-01A 33 years, female, white, stage:Stage IIA, alive, 918 days 1779.8
TCGA-A8-A08X-01A 43 years, female, stage:Stage IIIC, alive, 1308 days 1777.6
TCGA-E9-A22E-01A 56 years, female, white, stage:Stage IIIA, alive, 1269 days 1776.1
TCGA-EW-A1PA-01A 59 years, female, white, stage:Stage IIB, alive, 575 days 1775.8
TCGA-BH-A0DX-01A 62 years, female, white, stage:Stage I, alive, 2156 days 1774.8
TCGA-D8-A1XJ-01A 76 years, female, white, stage:Stage IIIA, alive, 664 days 1771.2
TCGA-E9-A248-01A 51 years, female, white, stage:Stage IIA, alive, 59 days 1771.2
TCGA-A7-A13H-01A 61 years, female, white, stage:Stage IIB, alive, 899 days 1770.9
TCGA-D8-A1JF-01A 79 years, female, white, stage:Stage IIIA, alive, 366 days 1766.5
TCGA-A8-A0A6-01A 64 years, female, stage:Stage IIIC, alive, 640 days 1766.0
TCGA-E2-A1LG-01A 50 years, female, black or african american, stage:Stage IIA, alive, 1523 days 1762.7
TCGA-GM-A2DA-01A 46 years, female, white, stage:Stage IIB, dead, 6593 days 1761.0
TCGA-A2-A0YE-01A 48 years, female, white, stage:Stage IIB, alive, 554 days 1760.2
TCGA-E2-A15P-01A 61 years, female, white, stage:Stage IA, alive, 595 days 1756.7
TCGA-E9-A1NH-01A 71 years, female, white, stage:Stage IIB, alive, 576 days 1751.3
TCGA-C8-A3M8-01A 68 years, female, asian, stage:Stage IA, alive, 394 days 1750.6
TCGA-AC-A23C-01A 62 years, female, white, stage:Stage IIB, alive, 585 days 1744.0
TCGA-B6-A0WT-01A 61 years, female, white, stage:Stage IIB, alive, 5739 days 1737.4
TCGA-B6-A0I8-01A 46 years, female, white, stage:Stage X, dead, 749 days 1734.9
TCGA-AC-A8OQ-01A 72 years, female, black or african american, stage:Stage IIB, alive, 34 days 1734.6
TCGA-E9-A1R3-01A 70 years, female, white, stage:Stage IIIC, alive, 78 days 1720.7
TCGA-D8-A1XV-01A 84 years, female, white, stage:Stage IIA, alive, 461 days 1717.8
TCGA-BH-A0H6-01A 82 years, female, white, stage:Stage I, alive, 747 days 1715.1
TCGA-D8-A1XY-01A 74 years, female, white, stage:Stage IIA, alive, 503 days 1712.8
TCGA-D8-A27V-01A 62 years, female, white, stage:Stage IIA, alive, 381 days 1712.2
TCGA-A2-A0EY-01A 62 years, female, white, stage:Stage IIB, alive, 1925 days 1711.9
TCGA-BH-A1FG-01A 88 years, female, white, stage:Stage I, dead, 577 days 1710.7
TCGA-A8-A07U-01A 66 years, female, stage:Stage IIIA, alive, 760 days 1698.9
TCGA-E9-A24A-01A 69 years, female, white, stage:Stage IIA, alive, 747 days 1697.2
TCGA-B6-A2IU-01A 62 years, female, white, stage:Stage IIA, alive, 5176 days 1676.5
TCGA-C8-A1HM-01A 74 years, female, asian, stage:Stage IIA, alive, 375 days 1660.1
TCGA-E2-A14T-01A 52 years, female, white, stage:Stage IIA, alive, 2311 days 1658.7
TCGA-BH-A0E7-01A 79 years, female, white, stage:Stage IIB, alive, 1363 days 1655.4
TCGA-BH-A0BL-01A 35 years, female, white, stage:Stage I, alive, 2278 days 1652.0
TCGA-A8-A09R-01A 82 years, female, stage:Stage IIB, alive, 273 days 1651.9
TCGA-D8-A1XC-01A 85 years, female, white, stage:Stage IIIB, dead, 377 days 1650.4
TCGA-A7-A0CH-01A 79 years, female, white, stage:Stage IIA, alive, 1079 days 1648.4
TCGA-A2-A0D4-01A 37 years, female, black or african american, stage:Stage IIB, alive, 767 days 1648.3
TCGA-AQ-A54O-01A 51 years, male, black or african american, stage:Stage IIA, alive, 1001 days 1647.7
TCGA-A7-A6VX-01A 68 years, female, black or african american, stage:Stage IIA, alive, 317 days 1628.4
TCGA-E9-A5UP-01A 63 years, female, white, stage:Stage IIA, alive, 803 days 1627.1
TCGA-AR-A24U-01A 47 years, female, white, stage:Stage IIA, alive, 3128 days 1625.1
TCGA-GM-A2DK-01A 58 years, female, white, stage:Stage I, alive, 2645 days 1623.8
TCGA-A1-A0SG-01A 61 years, female, white, stage:Stage IIB, alive, 434 days 1620.8
TCGA-AN-A0XU-01A 54 years, female, white, stage:Stage IIA, alive, 10 days 1616.9
TCGA-BH-A1F8-01A 90 years, female, white, stage:Stage IIIB, dead, 1 days 1616.2
TCGA-BH-A8FY-01A 87 years, female, white, stage:Stage IA, dead, 295 days 1595.5
TCGA-AN-A0FZ-01A 45 years, female, white, stage:Stage IIIA, alive, 10 days 1578.2
TCGA-C8-A8HP-01A 59 years, female, asian, stage:Stage IIIA, alive, 396 days 1569.7
TCGA-AR-A1AW-01A 65 years, female, white, stage:Stage IIA, alive, 2632 days 1566.7
TCGA-AN-A0FK-01A 88 years, female, white, stage:Stage IIIB, alive, 213 days 1566.2
TCGA-BH-A1EW-01A 38 years, female, white, stage:Stage IIA, dead, 1694 days 1560.8
TCGA-A8-A08R-01A 52 years, female, stage:Stage IIB, alive, 30 days 1557.7
TCGA-S3-AA15-01A 51 years, female, black or african american, stage:Stage IIB, alive, 525 days 1555.4
TCGA-GI-A2C9-01A 58 years, female, black or african american, stage:Stage IIB, alive, 3342 days 1549.9
TCGA-D8-A73U-01A 88 years, female, white, stage:Stage IIA, alive, 492 days 1548.7
TCGA-A8-A099-01A 76 years, female, stage:Stage X, alive, 304 days 1541.6
TCGA-A7-A4SB-01A 56 years, female, white, stage:Stage IIIA, alive, 418 days 1539.2
TCGA-E2-A15C-01A 61 years, female, white, stage:Stage I, alive, 694 days 1538.1
TCGA-D8-A73W-01A 79 years, female, white, stage:Stage IIIA, dead, 385 days 1528.9
TCGA-A8-A084-01A 81 years, female, stage:Stage IIB, alive, 458 days 1509.6
TCGA-C8-A12U-01A 46 years, female, asian, stage:Stage IIB, alive, 385 days 1507.9
TCGA-A2-A0YT-01A 56 years, female, white, stage:Stage IIIB, dead, 723 days 1507.5
TCGA-C8-A138-01A 54 years, female, asian, stage:Stage IIIA, alive, 380 days 1507.3
TCGA-AN-A0XS-01A 63 years, female, white, stage:Stage IIIA, alive, 10 days 1503.5
TCGA-BH-A1F5-01A 62 years, female, white, stage:Stage IIA, dead, 2712 days 1481.9
TCGA-AR-A251-01A 51 years, female, white, stage:Stage IIIA, alive, 3030 days 1479.7
TCGA-AO-A0JL-01A 59 years, female, white, stage:Stage IIIA, alive, 1683 days 1476.7
TCGA-A8-A097-01A 65 years, female, stage:Stage IIB, alive, 365 days 1458.4
TCGA-AC-A7VB-01A 51 years, female, black or african american, stage:Stage IIA, alive, 250 days 1446.3
TCGA-BH-A1EX-01A 67 years, female, white, stage:Stage IIB, dead, 1508 days 1428.8
TCGA-AO-A03T-01A 42 years, female, white, stage:Stage IIB, alive, 2124 days 1421.9
TCGA-BH-A6R8-01A 46 years, female, black or african american, stage:Stage IIA, alive, 293 days 1404.6
TCGA-AQ-A7U7-01A 55 years, female, white, stage:Stage IIIA, dead, 584 days 1400.2
TCGA-D8-A27M-01A 59 years, female, white, stage:Stage IA, alive, 410 days 1400.0
TCGA-BH-A0GZ-01A 62 years, female, white, stage:Stage IIA, alive, 328 days 1378.2
TCGA-E9-A1RE-01A 74 years, female, white, stage:Stage IIIA, alive, 1419 days 1370.1
TCGA-EW-A1J6-01A 70 years, female, white, stage:Stage I, alive, 875 days 1364.0
TCGA-E2-A159-01A 50 years, female, white, stage:Stage IIA, alive, 762 days 1337.5
TCGA-A8-A091-01A 61 years, female, stage:Stage IIA, alive, 1004 days 1334.9
TCGA-BH-A0B7-01A 42 years, female, white, stage:Stage IIB, alive, 2559 days 1303.4
TCGA-D8-A1X5-01A 81 years, female, white, stage:Stage IIIC, alive, 565 days 1295.9
TCGA-EW-A6SD-01A 32 years, female, black or african american, stage:Stage IIB, alive, 1010 days 1290.0
TCGA-D8-A13Y-01A 52 years, female, white, stage:Stage IA, alive, 1728 days 1264.1
TCGA-E9-A1RH-01A 63 years, female, white, stage:Stage IIA, alive, 1417 days 1262.9
TCGA-E9-A1R4-01A 66 years, female, white, stage:Stage IA, alive, 186 days 1255.0
TCGA-A2-A0SW-01A 82 years, female, white, stage:Stage IV, dead, 1365 days 1251.4
TCGA-A2-A04P-01A 36 years, female, black or african american, stage:Stage IIIC, dead, 548 days 1245.5
TCGA-E2-A1LH-01A 59 years, female, white, stage:Stage I, alive, 3247 days 1240.1
TCGA-AR-A0TX-01A 64 years, female, stage:Stage IIA, alive, 1972 days 1238.4
TCGA-AN-A0FT-01A 63 years, female, white, stage:Stage IIB, alive, 214 days 1234.8
TCGA-A1-A0SJ-01A 39 years, female, black or african american, stage:Stage IIIA, alive, 416 days 1207.4
TCGA-LL-A8F5-01A 61 years, female, black or african american, stage:Stage IIA, alive, 596 days 1189.2
TCGA-S3-AA0Z-01A 63 years, female, black or african american, stage:Stage IIB, alive, 629 days 1185.1
TCGA-A8-A08L-01A 89 years, female, stage:Stage IIIA, dead, 30 days 1184.0
TCGA-BH-A0BW-01A 71 years, female, black or african american, stage:Stage I, alive, 2371 days 1179.0
TCGA-B6-A408-01A 55 years, female, black or african american, stage:Stage IIIC, alive, 2072 days 1156.9
TCGA-GM-A2DC-01A 57 years, female, white, stage:Stage IIA, alive, 2535 days 1143.2
TCGA-E2-A10C-01A 54 years, female, white, stage:Stage IIB, alive, 1220 days 1134.2
TCGA-AO-A0J2-01A 41 years, female, white, stage:Stage IA, alive, 997 days 1128.6
TCGA-AO-A12D-01A 43 years, female, white, stage:Stage IIA, alive, 2515 days 1113.7
TCGA-C8-A278-01A 61 years, female, asian, stage:Stage IIIA, alive, 297 days 1103.2
TCGA-GI-A2C8-01A 63 years, female, white, stage:Stage IIIB, alive, 225 days 1095.2
TCGA-AN-A0FL-01A 62 years, female, white, stage:Stage IIA, alive, 231 days 1075.8
TCGA-D8-A143-01A 51 years, female, white, stage:Stage IIA, alive, 431 days 1071.0
TCGA-E9-A3Q9-01A 78 years, female, white, stage:Stage IIIC, alive, 1001 days 1042.7
TCGA-A7-A0DC-01A 63 years, female, white, stage:Stage IA, alive, 906 days 1003.1
TCGA-A2-A3XX-01A 49 years, female, black or african american, stage:Stage IIA, dead, 1439 days 995.2
TCGA-GM-A3NY-01A 72 years, female, white, stage:Stage IIB, alive, 1162 days 988.2
TCGA-A2-A4S1-01A 66 years, female, white, stage:Stage IIA, alive, 820 days 984.3
TCGA-E2-A106-01A 34 years, female, asian, stage:Stage IB, alive, 2541 days 797.0
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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.

RPLP0 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.

: 1632.75
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 1764.9
Number of samples 50
Samples
Sample Description pTPM
DO228409 31 years, female, NA, stage:1, alive, 4423 days 3300.0
DO228453 34 years, female, NA, stage:0, alive, 4157 days 3053.9
DO228430 31 years, female, NA, stage:1, alive, 4647 days 2715.7
DO228460 25 years, female, NA, stage:2, alive, 3385 days 2669.2
DO228483 34 years, female, NA, stage:0, alive, 1994 days 2423.9
DO228431 32 years, female, NA, stage:2, alive, 2915 days 2415.6
DO228340 34 years, female, NA, stage:3, dead, 1051 days 2393.6
DO228427 31 years, female, NA, stage:2, alive, 3995 days 2382.4
DO228266 33 years, female, NA, stage:2, dead, 3785 days 2328.4
DO228350 34 years, female, NA, stage:1, alive, 3069 days 2272.8
DO228509 33 years, female, NA, stage:1, alive, 377 days 2240.9
DO228272 32 years, female, NA, stage:2, alive, 4126 days 2182.5
DO228521 32 years, female, NA, stage:1, alive, 287 days 2171.1
DO228439 33 years, female, NA, stage:1, alive, 1845 days 2159.7
DO228321 35 years, female, NA, stage:2, dead, 4286 days 2140.7
DO228332 33 years, female, NA, stage:2, alive, 4776 days 2066.2
DO228310 33 years, female, NA, stage:2, dead, 153 days 2048.4
DO229483 34 years, female, NA, stage:0, alive, 299 days 2015.0
DO228455 34 years, female, NA, stage:1, alive, 3115 days 1974.7
DO228290 31 years, female, NA, stage:2, alive, 4268 days 1945.3
DO228423 34 years, female, NA, stage:2, alive, 4136 days 1898.2
DO228295 31 years, female, NA, stage:2, dead, 2616 days 1893.2
DO228256 29 years, female, NA, stage:2, alive, 2312 days 1845.3
DO228499 29 years, female, NA, stage:1, alive, 284 days 1833.6
DO228246 26 years, female, NA, stage:3, dead, 327 days 1808.1
DO228276 32 years, female, NA, stage:2, alive, 4613 days 1769.6
DO228506 32 years, female, NA, stage:1, alive, 489 days 1741.0
DO228516 35 years, female, NA, stage:2, alive, 447 days 1725.6
DO228404 29 years, female, NA, stage:1, alive, 3737 days 1706.4
DO228433 34 years, female, NA, stage:3, alive, 1929 days 1701.2
DO228452 32 years, female, NA, stage:2, dead, 1354 days 1633.3
DO228502 27 years, female, NA, stage:1, alive, 164 days 1632.2
DO228268 35 years, female, NA, stage:2, alive, 5084 days 1598.2
DO228319 35 years, female, NA, stage:1, alive, 4716 days 1592.2
DO228383 30 years, female, NA, stage:2, alive, 3975 days 1548.8
DO228479 27 years, female, NA, stage:2, alive, 1985 days 1532.3
DO228441 29 years, female, NA, stage:1, dead, 147 days 1508.8
DO228262 33 years, female, NA, stage:2, alive, 3889 days 1497.7
DO228426 35 years, female, NA, stage:2, alive, 4129 days 1464.2
DO228307 35 years, female, NA, stage:2, alive, 4928 days 1447.1
DO228356 33 years, female, NA, stage:2, dead, 3732 days 1383.7
DO228260 32 years, female, NA, stage:2, alive, 3026 days 1357.7
DO228283 33 years, female, NA, stage:3, alive, 5180 days 1131.2
DO228477 33 years, female, NA, stage:3, alive, 2188 days 1075.6
DO228471 28 years, female, NA, stage:2, alive, 1827 days 961.4
DO228247 33 years, female, NA, stage:3, dead, 2584 days 624.4
DO228300 35 years, female, NA, stage:2, alive, 952 days 505.0
DO228488 30 years, female, NA, stage:2, alive, 991 days 368.2
DO228449 27 years, female, NA, stage:2, alive, 4896 days 285.8
DO228293 28 years, female, NA, stage:2, alive, 4339 days 279.9
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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 HPA003512

Antibody HPA073501
 Staining
  High
  Medium
  Low
  Not detected
 Intensity
  Strong
  Moderate
  Weak
  Negative
 Quantity
  >75%
  75%-25%
  <25%
  None
 Location
  Nuclear
  Cytoplasmic/membranous
  Cytoplasmic/membranous,nuclear
  None
Lobular carcinoma
Duct carcinoma

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