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CD74
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  • TISSUE

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  • CD74
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
Cancer methods
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.

CD74 is potential prognostic, high expression is favorable 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 pTPM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (pTPM) was examined. The best expression cut-off refers the pTPM 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.

: 1951.48
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 2481.9
Number of samples 1022
Samples
Sample Description pTPM
TCGA-A8-A08I-01A 53 years, female, stage:Stage IIA, alive, 365 days 14076.9
TCGA-D8-A73U-01A 88 years, female, white, stage:Stage IIA, alive, 492 days 13482.3
TCGA-EW-A1P4-01A 43 years, female, white, stage:Stage IIA, alive, 907 days 12680.4
TCGA-BH-A0B6-01A 47 years, female, white, stage:Stage I, alive, 2483 days 11746.5
TCGA-EW-A1P5-01A 77 years, female, white, stage:Stage IIB, alive, 703 days 11417.6
TCGA-E9-A22D-01A 38 years, female, white, stage:Stage IIA, alive, 1248 days 11333.7
TCGA-AO-A128-01A 61 years, female, white, stage:Stage IIA, alive, 3248 days 10996.2
TCGA-AO-A0JC-01A 64 years, female, white, stage:Stage IIA, alive, 1547 days 9700.1
TCGA-BH-A0H5-01A 45 years, female, white, stage:Stage I, alive, 1620 days 9525.8
TCGA-BH-A0W7-01A 49 years, female, white, stage:Stage I, alive, 1363 days 9265.3
TCGA-EW-A1PB-01A 70 years, female, black or african american, stage:Stage IIIA, alive, 608 days 9152.7
TCGA-PE-A5DE-01A 41 years, female, white, stage:Stage IIA, alive, 2645 days 9040.3
TCGA-BH-A2L8-01A 45 years, female, white, stage:Stage IIA, alive, 612 days 9038.6
TCGA-AR-A0U0-01A 73 years, female, white, stage:Stage IIB, alive, 1988 days 8941.0
TCGA-AO-A0J8-01A 61 years, female, white, stage:Stage IIA, alive, 680 days 8724.8
TCGA-A2-A0CQ-01A 62 years, female, black or african american, stage:Stage IA, alive, 2695 days 8612.8
TCGA-A2-A04Q-01A 48 years, female, white, stage:Stage IA, alive, 2385 days 8540.4
TCGA-E9-A1R4-01A 66 years, female, white, stage:Stage IA, alive, 186 days 8510.7
TCGA-C8-A12V-01A 55 years, female, asian, stage:Stage IIA, alive, 385 days 8464.2
TCGA-AC-A6IW-01A 73 years, female, black or african american, stage:Stage IIA, alive, 413 days 8399.1
TCGA-D8-A27M-01A 59 years, female, white, stage:Stage IA, alive, 410 days 8313.6
TCGA-AO-A0J2-01A 41 years, female, white, stage:Stage IA, alive, 997 days 8121.0
TCGA-A2-A0EP-01A 56 years, female, white, stage:Stage I, alive, 3603 days 8093.8
TCGA-A8-A0A1-01A 84 years, female, stage:Stage IIA, alive, 365 days 7977.4
TCGA-BH-A0B0-01A 56 years, female, black or african american, stage:Stage I, alive, 2477 days 7960.4
TCGA-A2-A0ST-01A 62 years, female, white, stage:Stage IIA, alive, 3017 days 7953.4
TCGA-E2-A108-01A 64 years, female, white, stage:Stage IIIA, alive, 837 days 7947.4
TCGA-AR-A2LH-01A 55 years, female, white, stage:Stage III, dead, 616 days 7870.5
TCGA-EW-A1IY-01A 38 years, female, asian, stage:Stage I, alive, 258 days 7844.2
TCGA-A2-A25F-01A 66 years, female, white, stage:Stage IIA, alive, 322 days 7739.6
TCGA-GM-A2DN-01A 58 years, female, white, stage:Stage IIA, alive, 3091 days 7658.4
TCGA-BH-A0EE-01A 68 years, female, white, stage:Stage IIB, alive, 943 days 7655.5
TCGA-OL-A66I-01A 36 years, female, black or african american, stage:Stage IIA, alive, 714 days 7638.1
TCGA-E9-A2JT-01A 63 years, female, white, stage:Stage IIA, alive, 288 days 7632.1
TCGA-BH-A0BW-01A 71 years, female, black or african american, stage:Stage I, alive, 2371 days 7535.4
TCGA-E2-A1II-01A 51 years, female, white, stage:Stage I, alive, 1025 days 7505.3
TCGA-AR-A1AJ-01A 83 years, female, white, stage:Stage I, alive, 2383 days 7425.6
TCGA-GM-A2DO-01A 54 years, female, black or african american, stage:Stage I, alive, 2596 days 7407.4
TCGA-BH-A1FB-01A 60 years, female, white, stage:Stage IIB, dead, 3669 days 7310.2
TCGA-5L-AAT1-01A 63 years, female, white, stage:Stage IV, alive, 1471 days 7272.6
TCGA-A2-A4S2-01A 62 years, female, white, stage:Stage IIIA, alive, 643 days 7272.5
TCGA-A2-A0CL-01A 37 years, female, black or african american, stage:Stage IIIA, alive, 3015 days 7220.7
TCGA-E2-A1B6-01A 44 years, female, white, stage:Stage IIA, alive, 867 days 7136.2
TCGA-B6-A0I2-01A 45 years, female, white, stage:Stage IA, alive, 4361 days 7031.6
TCGA-C8-A1HM-01A 74 years, female, asian, stage:Stage IIA, alive, 375 days 7030.3
TCGA-A2-A0EN-01A 70 years, female, white, stage:Stage IIA, alive, 4088 days 6953.7
TCGA-BH-A0BG-01A 73 years, female, white, stage:Stage I, alive, 1871 days 6947.9
TCGA-A2-A4S1-01A 66 years, female, white, stage:Stage IIA, alive, 820 days 6875.2
TCGA-E9-A5FK-01A 60 years, female, white, stage:Stage IIIC, alive, 812 days 6811.6
TCGA-D8-A1Y0-01A 65 years, female, white, stage:Stage IIIA, alive, 472 days 6801.4
TCGA-GM-A2DI-01A 52 years, female, white, stage:Stage I, alive, 2590 days 6776.6
TCGA-A8-A09R-01A 82 years, female, stage:Stage IIB, alive, 273 days 6743.3
TCGA-EW-A1PE-01A 56 years, female, white, stage:Stage IIA, alive, 320 days 6716.3
TCGA-A2-A0CR-01A 54 years, female, asian, stage:Stage IIB, alive, 3283 days 6660.9
TCGA-EW-A3U0-01A 61 years, female, black or african american, stage:Stage IIIA, alive, 532 days 6644.5
TCGA-BH-A0DP-01A 60 years, female, white, stage:Stage IIB, alive, 476 days 6639.7
TCGA-AQ-A7U7-01A 55 years, female, white, stage:Stage IIIA, dead, 584 days 6452.2
TCGA-BH-A0C0-01A 62 years, female, white, stage:Stage IIA, alive, 1270 days 6365.2
TCGA-EW-A1P7-01A 59 years, female, white, stage:Stage IIA, alive, 915 days 6332.0
TCGA-AO-A0JE-01A 53 years, female, black or african american, stage:Stage IIIA, alive, 2335 days 6305.4
TCGA-B6-A40B-01A 76 years, female, white, stage:Stage I, alive, 3152 days 6293.1
TCGA-BH-A0EB-01A 69 years, female, white, stage:Stage IA, alive, 745 days 6192.8
TCGA-E2-A1L7-01A 40 years, female, white, stage:Stage IIIA, alive, 1836 days 6030.5
TCGA-A7-A13H-01A 61 years, female, white, stage:Stage IIB, alive, 899 days 5981.4
TCGA-E2-A1LA-01A 59 years, female, stage:Stage IIA, alive, 748 days 5927.7
TCGA-A7-A3J1-01A 63 years, female, white, stage:Stage IA, alive, 343 days 5918.6
TCGA-GM-A4E0-01A 67 years, female, white, stage:Stage IIIC, alive, 2191 days 5908.8
TCGA-LL-A5YO-01A 50 years, female, black or african american, stage:Stage IA, alive, 440 days 5876.6
TCGA-AR-A1AK-01A 70 years, female, white, stage:Stage I, alive, 3159 days 5843.7
TCGA-BH-A5J0-01A 63 years, female, black or african american, stage:Stage IA, alive, 715 days 5830.8
TCGA-E2-A1BD-01A 53 years, female, white, stage:Stage IIA, alive, 1133 days 5781.2
TCGA-B6-A0RT-01A 39 years, female, white, stage:Stage IIIA, alive, 2721 days 5767.6
TCGA-E9-A1ND-01A 75 years, female, white, stage:Stage IIB, alive, 1266 days 5727.7
TCGA-E9-A3QA-01A 33 years, female, white, stage:Stage IIA, alive, 918 days 5713.2
TCGA-D8-A141-01A 40 years, female, white, stage:'--, alive, 626 days 5686.7
TCGA-AR-A0TT-01A 53 years, female, black or african american, stage:Stage IIIA, alive, 3316 days 5662.6
TCGA-AR-A1AX-01A 64 years, female, white, stage:Stage I, alive, 2629 days 5608.6
TCGA-EW-A1IZ-01A 53 years, female, white, stage:Stage IIIA, alive, 554 days 5583.5
TCGA-E2-A10F-01A 47 years, female, white, stage:Stage IIA, alive, 878 days 5451.1
TCGA-AN-A0XW-01A 36 years, female, white, stage:Stage IIIA, alive, 170 days 5417.5
TCGA-S3-AA10-01A 65 years, female, black or african american, stage:Stage IIA, alive, 586 days 5388.6
TCGA-C8-A12N-01A 58 years, female, asian, stage:Stage IIA, alive, 358 days 5350.8
TCGA-AR-A1AW-01A 65 years, female, white, stage:Stage IIA, alive, 2632 days 5317.3
TCGA-AO-A0J9-01A 61 years, female, white, stage:Stage IIIC, alive, 1613 days 5292.5
TCGA-E9-A1R3-01A 70 years, female, white, stage:Stage IIIC, alive, 78 days 5273.0
TCGA-B6-A0IJ-01A 42 years, female, black or african american, stage:Stage IIB, alive, 7106 days 5214.8
TCGA-AC-A2FB-01A 65 years, female, white, stage:Stage IIA, alive, 1234 days 5086.5
TCGA-C8-A138-01A 54 years, female, asian, stage:Stage IIIA, alive, 380 days 5040.8
TCGA-E2-A14Z-01A 64 years, female, white, stage:Stage I, dead, 563 days 5026.0
TCGA-BH-A0BF-01A 56 years, female, white, stage:Stage IIB, dead, 1324 days 5018.1
TCGA-AC-A2B8-01A 84 years, female, white, stage:Stage IIB, alive, 677 days 4935.1
TCGA-D8-A1JB-01A 54 years, female, white, stage:Stage IIB, alive, 1688 days 4876.8
TCGA-A8-A07J-01A 35 years, female, stage:Stage IIB, alive, 365 days 4868.8
TCGA-E9-A1NG-01A 62 years, female, white, stage:Stage IIA, dead, 786 days 4850.1
TCGA-E9-A243-01A 52 years, female, white, stage:Stage IIA, alive, 612 days 4846.2
TCGA-AO-A0J6-01A 61 years, female, white, stage:Stage IIA, alive, 1140 days 4843.2
TCGA-A2-A0YI-01A 62 years, female, white, stage:Stage I, alive, 1505 days 4838.5
TCGA-XX-A89A-01A 68 years, female, white, stage:Stage IIB, alive, 488 days 4832.7
TCGA-A2-A0CS-01A 73 years, female, white, stage:Stage IV, dead, 2348 days 4809.5
TCGA-E2-A153-01A 51 years, female, white, stage:Stage IIB, alive, 707 days 4779.3
TCGA-LL-A441-01A 62 years, female, black or african american, stage:Stage IA, alive, 996 days 4751.9
TCGA-WT-AB41-01A 55 years, female, black or african american, stage:Stage IIB, alive, 1611 days 4738.9
TCGA-AR-A1AO-01A 47 years, female, white, stage:Stage IIA, alive, 2618 days 4737.9
TCGA-AR-A0TX-01A 64 years, female, stage:Stage IIA, alive, 1972 days 4707.1
TCGA-S3-AA17-01A 64 years, female, black or african american, stage:Stage IIB, alive, 424 days 4688.3
TCGA-EW-A1J5-01A 59 years, female, white, stage:Stage IIB, alive, 477 days 4669.5
TCGA-AR-A1AT-01A 62 years, female, white, stage:Stage IIA, dead, 1272 days 4665.2
TCGA-BH-A6R9-01A 61 years, female, white, stage:Stage IIA, alive, 160 days 4654.0
TCGA-AC-A5XS-01A 74 years, female, white, stage:Stage IIA, alive, 588 days 4634.9
TCGA-BH-A18P-01A 60 years, female, white, stage:Stage I, dead, 921 days 4606.4
TCGA-AC-A2FE-01A 62 years, female, white, stage:Stage IIIC, dead, 2636 days 4583.5
TCGA-LL-A5YN-01A 46 years, female, black or african american, stage:Stage IIA, alive, 447 days 4571.3
TCGA-A8-A07U-01A 66 years, female, stage:Stage IIIA, alive, 760 days 4562.9
TCGA-AN-A0FN-01A 61 years, female, white, stage:Stage IA, alive, 218 days 4531.1
TCGA-A8-A08F-01A 59 years, female, stage:Stage IIIC, alive, 1004 days 4528.7
TCGA-S3-AA0Z-01A 63 years, female, black or african american, stage:Stage IIB, alive, 629 days 4485.6
TCGA-AC-A2QJ-01A 48 years, female, white, stage:Stage IIIB, dead, 446 days 4480.6
TCGA-A7-A4SD-01A 52 years, female, black or african american, stage:Stage IIA, alive, 441 days 4471.3
TCGA-EW-A1OV-01A 56 years, female, white, stage:Stage IIB, alive, 789 days 4469.0
TCGA-E2-A1B5-01A 46 years, female, white, stage:Stage IIA, alive, 984 days 4468.0
TCGA-E9-A1N5-01A 45 years, female, white, stage:Stage IIB, alive, 1120 days 4449.1
TCGA-A8-A0A7-01A 57 years, female, stage:Stage IIB, alive, 30 days 4445.7
TCGA-EW-A423-01A 75 years, female, white, stage:Stage IIA, alive, 533 days 4441.9
TCGA-GM-A2DD-01A 53 years, female, white, stage:Stage I, alive, 2282 days 4430.8
TCGA-C8-A1HF-01A 48 years, female, asian, stage:Stage IIA, alive, 332 days 4420.1
TCGA-JL-A3YW-01A 49 years, female, asian, stage:Stage IIB, alive, 360 days 4382.3
TCGA-AN-A0AM-01A 56 years, female, white, stage:Stage IIA, alive, 5 days 4376.7
TCGA-A8-A0A6-01A 64 years, female, stage:Stage IIIC, alive, 640 days 4373.5
TCGA-BH-A0W5-01A 77 years, female, white, stage:Stage IIA, alive, 1288 days 4367.7
TCGA-AC-A3BB-01A 46 years, female, black or african american, stage:Stage IIIA, alive, 987 days 4365.8
TCGA-A2-A0YK-01A 61 years, female, white, stage:Stage IIA, alive, 588 days 4356.9
TCGA-E2-A1IJ-01A 57 years, female, white, stage:Stage I, alive, 865 days 4350.1
TCGA-AO-A12A-01A 47 years, female, white, stage:Stage IIA, alive, 3112 days 4315.6
TCGA-C8-A26V-01A 47 years, female, asian, stage:Stage IIIA, alive, 616 days 4300.4
TCGA-BH-A1EO-01A 68 years, female, white, stage:Stage IIA, dead, 2798 days 4265.6
TCGA-A2-A3Y0-01A 57 years, female, black or african american, stage:Stage IIB, alive, 1546 days 4243.2
TCGA-BH-A1EU-01A 83 years, female, white, stage:Stage I, dead, 1286 days 4228.7
TCGA-BH-A0BC-01A 60 years, female, white, stage:Stage IIIC, alive, 974 days 4227.1
TCGA-D8-A1XL-01A 34 years, female, white, stage:Stage IIB, alive, 606 days 4215.6
TCGA-BH-A0BL-01A 35 years, female, white, stage:Stage I, alive, 2278 days 4213.2
TCGA-E2-A15M-01A 66 years, female, white, stage:Stage IIA, dead, 336 days 4209.5
TCGA-LD-A9QF-01A 73 years, female, black or african american, stage:Stage IA, alive, 323 days 4201.3
TCGA-E2-A1IH-01A 80 years, female, white, stage:Stage I, alive, 1026 days 4187.8
TCGA-A2-A0D0-01A 60 years, female, black or african american, stage:Stage IIA, alive, 2048 days 4170.6
TCGA-BH-A202-01A 60 years, female, white, stage:Stage II, alive, 795 days 4168.6
TCGA-D8-A1JE-01A 62 years, female, white, stage:Stage IIA, alive, 575 days 4155.9
TCGA-BH-A18Q-01A 56 years, female, white, stage:Stage IIB, dead, 1692 days 4152.2
TCGA-BH-A0BZ-01A 59 years, female, white, stage:Stage IIIA, alive, 2255 days 4151.5
TCGA-BH-A0B9-01A 44 years, female, white, stage:Stage IA, alive, 1572 days 4148.9
TCGA-AR-A0U4-01A 54 years, female, white, stage:Stage IIA, alive, 3261 days 4126.7
TCGA-AO-A0JJ-01A 54 years, female, white, stage:Stage IIB, alive, 1887 days 4124.6
TCGA-E2-A1LG-01A 50 years, female, black or african american, stage:Stage IIA, alive, 1523 days 4104.9
TCGA-D8-A1XW-01A 53 years, female, white, stage:Stage IIA, alive, 1309 days 4095.7
TCGA-E9-A24A-01A 69 years, female, white, stage:Stage IIA, alive, 747 days 4070.7
TCGA-D8-A1JL-01A 72 years, female, white, stage:Stage IIA, alive, 611 days 4062.3
TCGA-C8-A8HP-01A 59 years, female, asian, stage:Stage IIIA, alive, 396 days 4052.0
TCGA-E2-A1LH-01A 59 years, female, white, stage:Stage I, alive, 3247 days 4041.3
TCGA-A7-A6VY-01A 48 years, female, black or african american, stage:Stage IIB, alive, 266 days 4017.2
TCGA-B6-A0X1-01A 48 years, female, white, stage:'--, dead, 7455 days 4015.1
TCGA-E9-A1NE-01A 28 years, female, white, stage:Stage IIB, alive, 1088 days 4010.5
TCGA-BH-A1F0-01A 80 years, female, white, stage:Stage IIA, dead, 785 days 3992.4
TCGA-D8-A1Y2-01A 71 years, female, white, stage:Stage IIA, alive, 433 days 3991.1
TCGA-A2-A0YD-01A 63 years, female, white, stage:Stage IIB, alive, 769 days 3977.7
TCGA-AR-A2LJ-01A 40 years, female, white, stage:Stage IIIA, alive, 2632 days 3951.4
TCGA-AR-A0TS-01A 46 years, female, white, stage:Stage IIB, alive, 2558 days 3920.2
TCGA-A2-A0CO-01A 85 years, female, white, stage:Stage IIB, dead, 1468 days 3895.1
TCGA-XX-A899-01A 46 years, female, white, stage:Stage IIIA, alive, 467 days 3891.5
TCGA-OL-A5D7-01A 70 years, female, black or african american, stage:Stage IIA, alive, 1780 days 3883.5
TCGA-D8-A73X-01A 53 years, female, white, stage:Stage IIA, alive, 767 days 3871.9
TCGA-AR-A252-01A 50 years, female, white, stage:Stage I, alive, 2838 days 3871.6
TCGA-AC-A6IV-01A 47 years, female, white, stage:Stage IIB, alive, 568 days 3845.5
TCGA-BH-A0DT-01A 41 years, female, white, stage:Stage IIA, alive, 2403 days 3814.6
TCGA-A2-A0EQ-01A 64 years, female, black or african american, stage:Stage IIA, alive, 2426 days 3770.6
TCGA-A2-A0T6-01A 50 years, female, white, stage:Stage IIB, alive, 575 days 3755.4
TCGA-AO-A03T-01A 42 years, female, white, stage:Stage IIB, alive, 2124 days 3737.9
TCGA-AC-A3HN-01A 87 years, female, white, stage:Stage IIB, alive, 496 days 3703.2
TCGA-BH-A8FZ-01A 58 years, female, white, stage:Stage IA, alive, 574 days 3693.2
TCGA-GI-A2C8-01A 63 years, female, white, stage:Stage IIIB, alive, 225 days 3685.3
TCGA-BH-A1EY-01A 79 years, female, white, stage:Stage IIA, dead, 538 days 3660.7
TCGA-BH-A0DS-01A 71 years, female, white, stage:Stage IIIA, alive, 78 days 3651.2
TCGA-D8-A1XQ-01A 69 years, female, white, stage:Stage IIA, alive, 499 days 3648.5
TCGA-E2-A14R-01A 62 years, female, white, stage:Stage IIA, alive, 1174 days 3631.6
TCGA-A2-A0D3-01A 42 years, female, white, stage:Stage IA, alive, 1873 days 3617.2
TCGA-5L-AAT0-01A 42 years, female, white, stage:Stage IIA, alive, 1477 days 3616.8
TCGA-E9-A5UP-01A 63 years, female, white, stage:Stage IIA, alive, 803 days 3598.8
TCGA-AC-A23G-01A 76 years, female, white, stage:Stage IIA, alive, 2248 days 3593.8
TCGA-B6-A3ZX-01A 50 years, female, black or african american, stage:Stage IV, dead, 1152 days 3589.2
TCGA-A2-A3XT-01A 45 years, female, black or african american, stage:Stage IIB, alive, 2770 days 3565.9
TCGA-BH-A0DL-01A 64 years, female, white, stage:Stage IIA, alive, 2381 days 3559.4
TCGA-C8-A275-01A 56 years, female, asian, stage:Stage IIA, alive, 1 days 3554.0
TCGA-AN-A0XU-01A 54 years, female, white, stage:Stage IIA, alive, 10 days 3536.4
TCGA-E2-A15K-01A 58 years, female, white, stage:Stage IIB, alive, 275 days 3532.3
TCGA-D8-A27L-01A 49 years, female, white, stage:Stage IIIA, alive, 499 days 3519.9
TCGA-A2-A0YH-01A 53 years, female, white, stage:Stage IIIA, alive, 659 days 3511.2
TCGA-BH-A18M-01A 39 years, female, white, stage:Stage IIIA, dead, 2207 days 3509.3
TCGA-A2-A0SV-01A 63 years, female, white, stage:Stage IV, dead, 825 days 3500.5
TCGA-E2-A10C-01A 54 years, female, white, stage:Stage IIB, alive, 1220 days 3494.8
TCGA-E9-A22A-01A 74 years, female, white, stage:Stage IIA, alive, 1189 days 3471.9
TCGA-BH-A0RX-01A 59 years, female, white, stage:Stage IIA, alive, 170 days 3462.8
TCGA-AR-A255-01A 62 years, female, white, stage:Stage I, alive, 2161 days 3457.7
TCGA-AR-A254-01A 50 years, female, white, stage:Stage IIIA, alive, 2605 days 3448.9
TCGA-E2-A159-01A 50 years, female, white, stage:Stage IIA, alive, 762 days 3435.6
TCGA-C8-A27B-01A 48 years, female, asian, stage:Stage IIB, alive, 439 days 3434.6
TCGA-A2-A0T1-01A 55 years, female, american indian or alaska native, stage:Stage IIIC, alive, 521 days 3429.3
TCGA-A1-A0SI-01A 52 years, female, white, stage:Stage IIB, alive, 635 days 3426.2
TCGA-BH-A8G0-01A 54 years, female, white, stage:Stage IIB, alive, 662 days 3422.1
TCGA-E2-A3DX-01A 43 years, female, white, stage:Stage IIIC, alive, 1325 days 3419.5
TCGA-D8-A1JP-01A 73 years, female, white, stage:Stage IA, alive, 639 days 3418.3
TCGA-A2-A0CM-01A 40 years, female, black or african american, stage:Stage IIA, dead, 754 days 3410.1
TCGA-A2-A04X-01A 34 years, female, white, stage:Stage IIA, alive, 1686 days 3406.7
TCGA-BH-A0B5-01A 40 years, female, white, stage:Stage IIIA, alive, 2136 days 3391.3
TCGA-GM-A2DH-01A 58 years, female, white, stage:Stage I, alive, 2193 days 3379.7
TCGA-BH-A209-01A 77 years, female, black or african american, stage:Stage I, dead, 3959 days 3375.3
TCGA-A2-A0YF-01A 67 years, female, black or african american, stage:Stage I, alive, 1535 days 3360.1
TCGA-AR-A2LO-01A 46 years, female, white, stage:Stage IIB, alive, 1198 days 3349.6
TCGA-A7-A3IY-01A 71 years, female, white, stage:Stage I, alive, 345 days 3346.8
TCGA-A8-A0AD-01A 83 years, female, stage:Stage I, alive, 1157 days 3344.5
TCGA-A2-A25A-01A 44 years, female, white, stage:Stage IIA, alive, 3276 days 3342.0
TCGA-A2-A0EW-01A 53 years, female, white, stage:Stage IIIC, dead, 1884 days 3335.1
TCGA-OL-A5RY-01A 52 years, female, black or african american, stage:Stage IIA, alive, 752 days 3317.0
TCGA-B6-A0IH-01A 81 years, female, white, stage:Stage IIIA, dead, 2965 days 3313.0
TCGA-BH-A0AW-01A 56 years, female, white, stage:Stage IIA, alive, 622 days 3312.3
TCGA-E9-A1NH-01A 71 years, female, white, stage:Stage IIB, alive, 576 days 3309.8
TCGA-A8-A08A-01A 89 years, female, stage:Stage I, alive, 30 days 3289.7
TCGA-E9-A1QZ-01A 61 years, female, white, stage:Stage IIA, alive, 755 days 3288.0
TCGA-AR-A1AI-01A 47 years, female, white, stage:Stage IIA, alive, 3296 days 3280.0
TCGA-BH-A1EX-01A 67 years, female, white, stage:Stage IIB, dead, 1508 days 3271.7
TCGA-C8-A134-01A 52 years, female, asian, stage:Stage IIA, alive, 383 days 3265.1
TCGA-E2-A1B1-01A 45 years, female, white, stage:Stage IIB, alive, 2653 days 3264.7
TCGA-C8-A8HR-01A 49 years, female, asian, stage:Stage IIIA, alive, 408 days 3256.3
TCGA-A2-A3XZ-01A 46 years, female, black or african american, stage:Stage I, alive, 1532 days 3247.9
TCGA-D8-A1XU-01A 56 years, female, white, stage:Stage IA, alive, 395 days 3241.7
TCGA-BH-A18V-01A 48 years, female, white, stage:Stage IIB, dead, 1556 days 3238.5
TCGA-A8-A09X-01A 62 years, female, stage:Stage IIIC, dead, 426 days 3218.1
TCGA-B6-A408-01A 55 years, female, black or african american, stage:Stage IIIC, alive, 2072 days 3212.5
TCGA-D8-A1XM-01A 57 years, female, white, stage:Stage IA, alive, 538 days 3202.5
TCGA-PL-A8LZ-01A 29 years, female, black or african american, stage:Stage IIIB, alive, 302 days 3199.1
TCGA-D8-A1JU-01A 51 years, female, white, stage:Stage IA, alive, 447 days 3182.8
TCGA-AN-A046-01A 68 years, female, white, stage:Stage IIA, alive, 10 days 3168.5
TCGA-AR-A5QM-01A 62 years, female, white, stage:Stage IIA, alive, 2231 days 3166.7
TCGA-D8-A1XO-01A 56 years, female, white, stage:Stage IIB, alive, 1682 days 3161.0
TCGA-EW-A1P8-01A 58 years, female, white, stage:Stage IIIC, dead, 239 days 3153.4
TCGA-AC-A23C-01A 62 years, female, white, stage:Stage IIB, alive, 585 days 3152.9
TCGA-A7-A425-01A 70 years, female, white, stage:Stage IIIC, alive, 447 days 3142.2
TCGA-LL-A440-01A 61 years, female, white, stage:Stage IA, alive, 759 days 3129.9
TCGA-LL-A8F5-01A 61 years, female, black or african american, stage:Stage IIA, alive, 596 days 3103.5
TCGA-AQ-A54O-01A 51 years, male, black or african american, stage:Stage IIA, alive, 1001 days 3095.9
TCGA-E2-A150-01A 48 years, female, white, stage:Stage IIA, alive, 1935 days 3093.0
TCGA-AN-A0XS-01A 63 years, female, white, stage:Stage IIIA, alive, 10 days 3086.9
TCGA-A8-A09M-01A 75 years, female, stage:Stage IIIC, alive, 1006 days 3084.6
TCGA-AC-A2QI-01A 76 years, female, white, stage:Stage IIIA, alive, 588 days 3083.4
TCGA-BH-A0BQ-01A 39 years, female, white, stage:Stage I, alive, 2255 days 3080.5
TCGA-C8-A278-01A 61 years, female, asian, stage:Stage IIIA, alive, 297 days 3079.4
TCGA-BH-A0DK-01A 49 years, female, white, stage:Stage IIA, alive, 423 days 3076.2
TCGA-A2-A1FZ-01A 63 years, female, white, stage:Stage IIA, alive, 683 days 3072.7
TCGA-A2-A0CV-01A 41 years, female, asian, stage:Stage IIB, alive, 3011 days 3072.2
TCGA-AR-A5QQ-01A 68 years, female, white, stage:Stage IIIA, dead, 322 days 3071.7
TCGA-A8-A09I-01A 84 years, female, stage:Stage IIA, alive, 1371 days 3060.5
TCGA-A2-A4S3-01A 59 years, female, black or african american, stage:Stage IIB, alive, 666 days 3058.1
TCGA-B6-A0WS-01A 58 years, female, black or african american, stage:Stage X, dead, 2965 days 3056.0
TCGA-A8-A08P-01A 70 years, female, stage:Stage IIIA, alive, 943 days 3051.3
TCGA-AR-A1AS-01A 54 years, female, asian, stage:Stage IIB, alive, 1150 days 3049.1
TCGA-BH-A0BR-01A 59 years, female, white, stage:Stage I, alive, 2330 days 3035.4
TCGA-A2-A3KC-01A 55 years, female, black or african american, stage:Stage IIB, alive, 1102 days 3031.6
TCGA-AR-A1AQ-01A 49 years, female, white, stage:Stage IIA, alive, 3021 days 3029.3
TCGA-LL-A7SZ-01A 49 years, female, black or african american, stage:Stage IIB, alive, 594 days 3024.3
TCGA-AR-A24P-01A 47 years, female, white, stage:Stage I, alive, 84 days 3021.9
TCGA-LL-A50Y-01A 84 years, female, white, stage:Stage IIA, alive, 762 days 3011.5
TCGA-D8-A1JD-01A 41 years, female, white, stage:Stage IIB, alive, 552 days 3003.5
TCGA-A8-A09Q-01A 83 years, female, stage:Stage IIIB, alive, 761 days 3000.7
TCGA-D8-A1JH-01A 56 years, female, white, stage:Stage IA, alive, 426 days 2995.9
TCGA-AN-A0AJ-01A 79 years, female, white, stage:Stage IIB, alive, 303 days 2995.6
TCGA-BH-A0DV-01A 54 years, female, white, stage:Stage IIIA, alive, 2064 days 2974.2
TCGA-GM-A3XN-01A 44 years, female, white, stage:Stage IIIA, alive, 2019 days 2973.7
TCGA-OK-A5Q2-01A 59 years, female, stage:Stage II, alive, 64 days 2973.5
TCGA-BH-A1FE-01A 31 years, female, white, stage:Stage IIB, dead, 2273 days 2952.4
TCGA-GM-A3XL-01A 49 years, female, black or african american, stage:Stage IIA, alive, 2108 days 2948.0
TCGA-BH-A0BV-01A 78 years, female, white, stage:Stage IIB, alive, 1519 days 2946.9
TCGA-A2-A0EV-01A 80 years, female, white, stage:Stage IA, alive, 968 days 2939.9
TCGA-AC-A2FF-01A 40 years, female, asian, stage:Stage IIB, alive, 2759 days 2938.5
TCGA-EW-A1IX-01A 48 years, female, asian, stage:Stage IIA, alive, 1208 days 2935.4
TCGA-AC-A3TM-01A 50 years, female, white, stage:Stage IIIA, alive, 762 days 2935.2
TCGA-C8-A26W-01A 58 years, female, asian, stage:Stage IIB, alive, 381 days 2923.4
TCGA-A2-A3XW-01A 42 years, female, black or african american, stage:Stage IIB, alive, 1712 days 2922.5
TCGA-C8-A132-01A 56 years, female, asian, stage:Stage IIB, alive, 383 days 2921.2
TCGA-A8-A08R-01A 52 years, female, stage:Stage IIB, alive, 30 days 2908.5
TCGA-B6-A401-01A 47 years, female, black or african american, stage:Stage IIA, alive, 2596 days 2901.7
TCGA-BH-A42T-01A 75 years, female, black or african american, stage:Stage IIA, dead, 320 days 2898.8
TCGA-AR-A1AR-01A 50 years, female, white, stage:Stage IIIA, dead, 524 days 2898.7
TCGA-AQ-A04J-01A 45 years, female, white, stage:Stage IIA, alive, 819 days 2889.1
TCGA-A2-A04Y-01A 53 years, female, white, stage:Stage IIB, alive, 1099 days 2888.1
TCGA-A2-A0T4-01A 62 years, female, white, stage:Stage IIA, alive, 624 days 2880.0
TCGA-A8-A07W-01A 76 years, female, stage:Stage IV, alive, 304 days 2878.1
TCGA-AC-A6IX-01A 49 years, female, white, stage:Stage IIIC, alive, 373 days 2876.9
TCGA-WT-AB44-01A 77 years, female, white, stage:Stage IA, alive, 883 days 2876.3
TCGA-AO-A0J4-01A 41 years, female, black or african american, stage:Stage IA, alive, 1587 days 2867.9
TCGA-EW-A1J2-01A 50 years, female, black or african american, stage:'--, alive, 403 days 2866.9
TCGA-A8-A075-01A 42 years, female, stage:Stage IIB, alive, 518 days 2865.9
TCGA-A2-A4RY-01A 46 years, female, white, stage:Stage IIIC, alive, 648 days 2863.6
TCGA-AR-A2LM-01A 49 years, female, white, stage:Stage II, alive, 1935 days 2862.6
TCGA-A7-A2KD-01A 53 years, female, black or african american, stage:Stage IIIA, alive, 679 days 2862.4
TCGA-AO-A12D-01A 43 years, female, white, stage:Stage IIA, alive, 2515 days 2860.5
TCGA-AC-A2FO-01A 65 years, female, white, stage:Stage IIB, alive, 2255 days 2855.4
TCGA-AO-A0JA-01A 36 years, female, black or african american, stage:Stage IIIC, alive, 655 days 2849.4
TCGA-AN-A0FF-01A 32 years, female, white, stage:Stage IA, alive, 172 days 2843.0
TCGA-AR-A1AP-01A 80 years, female, white, stage:Stage I, alive, 2856 days 2841.8
TCGA-AR-A24R-01A 45 years, female, white, stage:Stage IIIA, alive, 3430 days 2832.1
TCGA-AO-A0JF-01A 68 years, female, white, stage:Stage IIA, alive, 1980 days 2831.6
TCGA-D8-A1J8-01A 77 years, female, white, stage:Stage IIB, alive, 431 days 2827.6
TCGA-BH-A0DI-01A 63 years, female, white, stage:Stage IIB, alive, 912 days 2818.2
TCGA-A2-A1FX-01A 61 years, female, white, stage:Stage IIIA, alive, 1847 days 2816.3
TCGA-BH-A0DE-01A 62 years, female, white, stage:Stage IIA, alive, 2372 days 2815.7
TCGA-BH-A0HP-01A 65 years, female, white, stage:Stage IIIA, alive, 414 days 2804.7
TCGA-C8-A8HQ-01A 53 years, female, asian, stage:Stage IIB, alive, 380 days 2792.6
TCGA-E9-A5FL-01A 65 years, female, white, stage:Stage IIB, alive, 24 days 2791.2
TCGA-S3-A6ZF-01A 64 years, female, black or african american, stage:Stage IIA, alive, 572 days 2786.9
TCGA-B6-A0RP-01A 73 years, female, white, stage:'--, dead, 3126 days 2786.4
TCGA-BH-A6R8-01A 46 years, female, black or african american, stage:Stage IIA, alive, 293 days 2783.1
TCGA-BH-A0BD-01A 47 years, female, white, stage:Stage IIA, alive, 554 days 2782.6
TCGA-BH-A18H-01A 63 years, female, white, stage:Stage IA, alive, 652 days 2776.5
TCGA-BH-A0B3-01A 53 years, female, white, stage:Stage IIB, alive, 1203 days 2776.2
TCGA-AN-A0XN-01A 68 years, female, white, stage:Stage IIIA, alive, 10 days 2772.3
TCGA-BH-A18U-01A 72 years, female, white, stage:Stage IIIA, dead, 1563 days 2770.9
TCGA-AC-A3QP-01A 79 years, female, white, stage:Stage IIB, alive, 675 days 2768.9
TCGA-BH-A42U-01A 80 years, female, black or african american, stage:Stage IIA, alive, 3364 days 2745.5
TCGA-BH-A0AZ-01A 47 years, female, white, stage:Stage IIIA, alive, 1919 days 2743.4
TCGA-AN-A0XR-01A 55 years, female, white, stage:Stage IIIA, alive, 10 days 2732.5
TCGA-AR-A24S-01A 61 years, female, white, stage:Stage I, alive, 2976 days 2723.0
TCGA-D8-A27I-01A 58 years, female, white, stage:Stage IIIA, alive, 439 days 2722.5
TCGA-AO-A126-01A 39 years, female, asian, stage:Stage IIA, alive, 3307 days 2721.5
TCGA-BH-A0DG-01A 30 years, female, black or african american, stage:Stage IIA, alive, 2041 days 2721.2
TCGA-A7-A6VV-01A 51 years, female, black or african american, stage:Stage IIA, alive, 313 days 2719.8
TCGA-E9-A22E-01A 56 years, female, white, stage:Stage IIIA, alive, 1269 days 2711.3
TCGA-BH-A18F-01A 50 years, female, white, stage:Stage IIA, alive, 1001 days 2704.8
TCGA-A8-A082-01A 58 years, female, stage:Stage IIB, alive, 549 days 2702.4
TCGA-AR-A24T-01A 46 years, female, white, stage:Stage IIIC, alive, 3202 days 2696.4
TCGA-B6-A400-01A 43 years, female, black or african american, stage:Stage IIIA, alive, 215 days 2695.6
TCGA-E2-A1LE-01A 71 years, female, white, stage:Stage IIIC, dead, 879 days 2692.6
TCGA-E2-A15I-01A 44 years, female, white, stage:Stage IIA, alive, 1692 days 2690.1
TCGA-AR-A0TW-01A 50 years, female, white, stage:Stage IIIA, alive, 3009 days 2682.0
TCGA-LD-A66U-01A 44 years, female, white, stage:Stage IIB, alive, 646 days 2678.5
TCGA-C8-A12U-01A 46 years, female, asian, stage:Stage IIB, alive, 385 days 2674.0
TCGA-AO-A03O-01A 69 years, female, black or african american, stage:Stage IIA, dead, 2483 days 2671.6
TCGA-BH-A0B7-01A 42 years, female, white, stage:Stage IIB, alive, 2559 days 2652.6
TCGA-A2-A1G1-01A 85 years, female, white, stage:Stage IIB, alive, 584 days 2649.5
TCGA-BH-A0HB-01A 55 years, female, white, stage:Stage IA, alive, 806 days 2644.3
TCGA-EW-A1P1-01A 68 years, female, white, stage:Stage IIIC, alive, 1210 days 2642.4
TCGA-A7-A4SC-01A 62 years, female, white, stage:Stage IIB, alive, 446 days 2641.3
TCGA-OL-A5RU-01A 63 years, female, black or african american, stage:Stage IIA, alive, 1219 days 2639.9
TCGA-E2-A573-01A 48 years, female, black or african american, stage:Stage IA, alive, 1062 days 2636.7
TCGA-OL-A66P-01A 75 years, female, black or african american, stage:Stage IIA, alive, 428 days 2634.3
TCGA-A7-A26G-01A 50 years, female, black or african american, stage:Stage IIA, alive, 722 days 2633.8
TCGA-A8-A09T-01A 68 years, female, stage:'--, alive, 579 days 2632.5
TCGA-BH-A0HA-01A 31 years, female, white, stage:Stage I, alive, 1611 days 2625.3
TCGA-A2-A0SX-01A 48 years, female, white, stage:Stage IA, alive, 1534 days 2607.7
TCGA-AN-A049-01A 62 years, female, white, stage:Stage IIA, alive, 19 days 2607.2
TCGA-E2-A10B-01A 67 years, female, white, stage:Stage IIB, alive, 1141 days 2591.6
TCGA-AO-A129-01A 29 years, female, white, stage:Stage IIB, alive, 3286 days 2590.6
TCGA-D8-A27T-01A 53 years, female, white, stage:Stage IIIC, alive, 398 days 2589.3
TCGA-B6-A0WY-01A 40 years, female, white, stage:Stage IIIA, dead, 3461 days 2587.3
TCGA-AO-A1KQ-01A 84 years, male, white, stage:Stage IIIB, alive, 1882 days 2585.1
TCGA-E2-A1L9-01A 40 years, female, white, stage:Stage IIA, alive, 598 days 2579.4
TCGA-D8-A1XB-01A 62 years, female, white, stage:Stage IIB, alive, 552 days 2576.4
TCGA-AR-A24O-01A 43 years, female, white, stage:Stage IIIA, alive, 3607 days 2573.6
TCGA-B6-A0RI-01A 44 years, female, white, stage:Stage IIIB, alive, 7126 days 2573.4
TCGA-A8-A09D-01A 47 years, female, stage:Stage IIB, alive, 1522 days 2569.3
TCGA-C8-A274-01A 63 years, female, asian, stage:Stage IIA, alive, 508 days 2566.6
TCGA-3C-AALI-01A 50 years, female, black or african american, stage:Stage IIB, alive, 4005 days 2565.2
TCGA-BH-A1FR-01A 73 years, female, white, stage:Stage IIIB, dead, 1642 days 2557.5
TCGA-D8-A1Y1-01A 80 years, female, white, stage:Stage IIIA, dead, 302 days 2549.4
TCGA-AC-A3YJ-01A 66 years, female, white, stage:Stage IIA, alive, 754 days 2539.8
TCGA-AR-A24N-01A 54 years, female, white, stage:Stage I, alive, 3035 days 2534.2
TCGA-Z7-A8R6-01A 46 years, female, white, stage:Stage I, alive, 3256 days 2530.9
TCGA-A8-A08Z-01A 76 years, female, stage:'--, alive, 1217 days 2525.1
TCGA-A2-A0CW-01A 67 years, female, white, stage:Stage IIB, alive, 3283 days 2524.3
TCGA-A2-A04N-01A 66 years, female, white, stage:Stage IA, alive, 4354 days 2522.6
TCGA-EW-A1J3-01A 61 years, female, white, stage:Stage IA, alive, 504 days 2519.7
TCGA-AC-A5EH-01A 76 years, female, black or african american, stage:Stage IIB, alive, 511 days 2505.4
TCGA-D8-A27N-01A 36 years, female, white, stage:Stage IIIA, alive, 519 days 2503.1
TCGA-AR-A2LQ-01A 59 years, female, white, stage:Stage IIB, alive, 1233 days 2500.9
TCGA-E9-A1R2-01A 51 years, female, white, stage:Stage IIIC, alive, 1063 days 2499.7
TCGA-BH-A0DX-01A 62 years, female, white, stage:Stage I, alive, 2156 days 2495.8
TCGA-E9-A3X8-01A 48 years, female, white, stage:Stage IIB, alive, 926 days 2495.6
TCGA-E9-A22H-01A 42 years, female, white, stage:Stage IIB, alive, 1232 days 2491.9
TCGA-AO-A1KT-01A 78 years, female, white, stage:Stage IIA, alive, 541 days 2478.4
TCGA-D8-A27K-01A 47 years, female, white, stage:Stage IIB, alive, 1461 days 2473.0
TCGA-A7-A3J0-01A 62 years, female, white, stage:Stage IIA, alive, 313 days 2470.4
TCGA-BH-A0HU-01A 52 years, female, white, stage:Stage IA, alive, 392 days 2469.3
TCGA-E9-A1NI-01A 51 years, female, white, stage:Stage IIA, alive, 300 days 2458.3
TCGA-A8-A08L-01A 89 years, female, stage:Stage IIIA, dead, 30 days 2452.9
TCGA-A1-A0SN-01A 50 years, female, white, stage:Stage IIA, alive, 1196 days 2448.0
TCGA-BH-A0WA-01A 82 years, female, white, stage:Stage I, alive, 701 days 2441.9
TCGA-D8-A1X6-01A 80 years, female, white, stage:Stage IIIA, alive, 541 days 2441.2
TCGA-A2-A04T-01A 62 years, female, white, stage:Stage IIA, alive, 2246 days 2434.4
TCGA-EW-A6SD-01A 32 years, female, black or african american, stage:Stage IIB, alive, 1010 days 2430.5
TCGA-A8-A07Z-01A 85 years, female, stage:Stage IIA, alive, 1371 days 2430.2
TCGA-AO-A0JG-01A 49 years, female, white, stage:Stage IIIA, alive, 798 days 2424.0
TCGA-OL-A66H-01A 74 years, female, black or african american, stage:Stage IB, alive, 812 days 2423.8
TCGA-A2-A0CK-01A 60 years, female, white, stage:Stage IIIA, alive, 4159 days 2423.2
TCGA-A2-A0CX-01A 52 years, female, white, stage:Stage IIA, alive, 1728 days 2420.9
TCGA-E9-A1NC-01A 61 years, female, white, stage:Stage IIB, alive, 1203 days 2418.4
TCGA-AR-A250-01A 58 years, female, white, stage:Stage IIA, alive, 2707 days 2412.4
TCGA-E9-A1RF-01A 68 years, female, white, stage:Stage IIIA, alive, 200 days 2410.5
TCGA-GI-A2C9-01A 58 years, female, black or african american, stage:Stage IIB, alive, 3342 days 2410.0
TCGA-BH-A0C3-01A 47 years, female, white, stage:Stage I, alive, 2709 days 2410.0
TCGA-LL-A5YL-01A 64 years, female, white, stage:Stage IIB, alive, 519 days 2407.4
TCGA-E9-A1NA-01A 58 years, female, white, stage:Stage IIA, alive, 1112 days 2404.3
TCGA-E9-A3HO-01A 49 years, female, white, stage:Stage IIA, alive, 1158 days 2395.4
TCGA-BH-A0BO-01A 54 years, female, white, stage:Stage I, alive, 2197 days 2390.1
TCGA-OL-A5DA-01A 61 years, female, white, stage:Stage IIA, alive, 1783 days 2386.3
TCGA-C8-A26X-01A 58 years, female, asian, stage:Stage IIA, alive, 376 days 2376.9
TCGA-B6-A0WX-01A 40 years, female, black or african american, stage:Stage IIIA, dead, 639 days 2373.9
TCGA-A2-A1G0-01A 49 years, female, white, stage:Stage IIB, alive, 616 days 2371.5
TCGA-LL-A5YP-01A 49 years, female, black or african american, stage:Stage IIB, alive, 450 days 2370.4
TCGA-AR-A0TV-01A 66 years, female, stage:Stage IIA, alive, 2288 days 2365.8
TCGA-S3-AA15-01A 51 years, female, black or african american, stage:Stage IIB, alive, 525 days 2353.3
TCGA-D8-A1X8-01A 62 years, female, white, stage:Stage IIIA, alive, 783 days 2345.7
TCGA-BH-A0BT-01A 56 years, female, white, stage:Stage IIA, alive, 2365 days 2344.8
TCGA-A8-A095-01A 45 years, female, stage:Stage I, alive, 1277 days 2338.6
TCGA-EW-A1IW-01A 80 years, female, white, stage:Stage IIB, alive, 371 days 2334.4
TCGA-D8-A13Z-01A 51 years, female, white, stage:'--, alive, 635 days 2330.1
TCGA-A7-A4SA-01A 40 years, female, white, stage:Stage IIB, alive, 454 days 2325.7
TCGA-E2-A15G-01A 76 years, female, white, stage:Stage IIA, alive, 554 days 2324.6
TCGA-E2-A152-01A 56 years, female, white, stage:Stage I, alive, 2128 days 2324.5
TCGA-A2-A0T7-01A 51 years, female, white, stage:Stage IIA, alive, 631 days 2323.2
TCGA-EW-A6SB-01A 62 years, female, black or african american, stage:Stage II, alive, 760 days 2320.4
TCGA-GM-A2D9-01A 69 years, female, white, stage:Stage I, dead, 1812 days 2318.9
TCGA-BH-AB28-01A 53 years, female, white, stage:Stage IIIA, alive, 287 days 2313.1
TCGA-AQ-A1H3-01A 49 years, female, white, stage:Stage IIIC, alive, 989 days 2311.1
TCGA-A8-A06U-01A 80 years, female, stage:Stage IIB, dead, 883 days 2304.1
TCGA-Z7-A8R5-01A 61 years, female, white, stage:Stage IIIA, alive, 3287 days 2301.1
TCGA-BH-A0AY-01A 62 years, female, white, stage:Stage IIA, alive, 777 days 2299.1
TCGA-A2-A0EY-01A 62 years, female, white, stage:Stage IIB, alive, 1925 days 2295.3
TCGA-AR-A24U-01A 47 years, female, white, stage:Stage IIA, alive, 3128 days 2295.1
TCGA-AR-A2LN-01A 65 years, female, white, stage:Stage IIA, alive, 1161 days 2291.2
TCGA-A8-A0A2-01A 66 years, female, stage:Stage IIA, alive, 579 days 2279.8
TCGA-E9-A248-01A 51 years, female, white, stage:Stage IIA, alive, 59 days 2278.8
TCGA-E9-A229-01A 37 years, female, white, stage:Stage IA, alive, 1148 days 2277.2
TCGA-AR-A0U3-01A 59 years, female, white, stage:Stage IIB, alive, 4080 days 2276.5
TCGA-MS-A51U-01A 44 years, female, white, stage:Stage IIB, alive, 681 days 2275.8
TCGA-AR-A24V-01A 52 years, female, white, stage:Stage IIB, alive, 3203 days 2270.0
TCGA-BH-A0EA-01A 72 years, female, white, stage:Stage IIA, dead, 991 days 2266.3
TCGA-AC-A3EH-01A 79 years, female, white, stage:Stage IIIC, dead, 197 days 2262.4
TCGA-D8-A27G-01A 75 years, female, white, stage:Stage IIA, alive, 409 days 2260.5
TCGA-BH-A0DZ-01A 43 years, female, white, stage:Stage IIB, alive, 495 days 2257.2
TCGA-BH-A0HF-01A 77 years, female, white, stage:Stage IA, alive, 727 days 2253.7
TCGA-GM-A2DB-01A 62 years, female, white, stage:Stage IIA, alive, 2406 days 2249.9
TCGA-A2-A0SY-01A 62 years, female, white, stage:Stage IIIA, alive, 1347 days 2248.6
TCGA-E2-A1IO-01A 37 years, female, white, stage:Stage I, alive, 1855 days 2245.2
TCGA-E2-A1IK-01A 71 years, female, white, stage:Stage IIA, alive, 1800 days 2240.9
TCGA-3C-AALJ-01A 62 years, female, black or african american, stage:Stage IIB, alive, 1474 days 2239.0
TCGA-GM-A2DM-01A 57 years, female, white, stage:Stage IIA, alive, 3226 days 2236.0
TCGA-OL-A66L-01A 71 years, female, black or african american, stage:Stage IA, alive, 1301 days 2233.8
TCGA-AC-A3YI-01A 74 years, female, white, stage:Stage IIIC, alive, 707 days 2229.4
TCGA-B6-A0IP-01A 74 years, female, white, stage:Stage IA, dead, 3926 days 2220.6
TCGA-AQ-A1H2-01A 84 years, female, white, stage:Stage IIIA, alive, 475 days 2218.2
TCGA-E2-A2P6-01A 77 years, female, stage:Stage IIB, alive, 1051 days 2216.7
TCGA-LL-A442-01A 56 years, female, black or african american, stage:Stage IIA, alive, 889 days 2213.9
TCGA-A1-A0SH-01A 39 years, female, white, stage:Stage IIA, alive, 1437 days 2213.8
TCGA-AN-A0XP-01A 69 years, female, white, stage:Stage IIIA, alive, 9 days 2210.2
TCGA-D8-A1J9-01A 48 years, female, white, stage:Stage IA, alive, 532 days 2202.5
TCGA-BH-A0GY-01A 67 years, female, white, stage:Stage IIA, alive, 923 days 2201.9
TCGA-3C-AALK-01A 52 years, female, black or african american, stage:Stage IA, alive, 1448 days 2200.8
TCGA-EW-A1J1-01A 38 years, female, white, stage:Stage IIB, alive, 575 days 2196.6
TCGA-GM-A2DA-01A 46 years, female, white, stage:Stage IIB, dead, 6593 days 2194.8
TCGA-AC-A8OS-01A 71 years, female, white, stage:Stage IIA, alive, 70 days 2193.7
TCGA-D8-A142-01A 74 years, female, white, stage:Stage IIB, alive, 425 days 2190.5
TCGA-E9-A1RD-01A 67 years, female, white, stage:Stage IIA, alive, 34 days 2189.5
TCGA-4H-AAAK-01A 50 years, female, white, stage:Stage IIIA, alive, 348 days 2183.7
TCGA-A2-A1G6-01A 50 years, female, white, stage:Stage IIIA, alive, 501 days 2178.9
TCGA-A7-A426-01A 50 years, female, white, stage:Stage IIIC, alive, 364 days 2177.2
TCGA-A7-A0CG-01A 78 years, female, white, stage:Stage IIA, alive, 1043 days 2171.4
TCGA-AC-A23E-01A 50 years, female, white, stage:Stage IIB, alive, 698 days 2168.7
TCGA-AR-A0U2-01A 47 years, female, white, stage:Stage IIIA, dead, 2551 days 2165.9
TCGA-B6-A0WZ-01A 50 years, female, black or african american, stage:Stage II, alive, 6292 days 2163.3
TCGA-E9-A1NF-01A 60 years, female, white, stage:Stage IIA, dead, 1072 days 2161.3
TCGA-EW-A1PF-01A 50 years, female, white, stage:Stage IA, alive, 439 days 2159.6
TCGA-GM-A2DK-01A 58 years, female, white, stage:Stage I, alive, 2645 days 2156.4
TCGA-BH-A0HN-01A 67 years, female, white, stage:Stage IA, alive, 516 days 2142.5
TCGA-A8-A06P-01A 63 years, female, stage:Stage IIIA, alive, 396 days 2139.4
TCGA-OL-A66N-01A 59 years, female, white, stage:Stage IIIC, alive, 792 days 2130.3
TCGA-AO-A12E-01A 51 years, female, white, stage:Stage IIB, alive, 2142 days 2127.3
TCGA-E2-A15H-01A 38 years, female, white, stage:Stage IIA, alive, 393 days 2126.3
TCGA-BH-A1FC-01A 78 years, female, black or african american, stage:Stage IIA, dead, 3472 days 2125.0
TCGA-B6-A0RN-01A 60 years, female, white, stage:Stage IA, alive, 8008 days 2120.9
TCGA-E9-A249-01A 45 years, female, white, stage:Stage IIA, alive, 217 days 2114.5
TCGA-E9-A6HE-01A 45 years, female, white, stage:Stage IIIC, alive, 847 days 2113.4
TCGA-A2-A0EO-01A 54 years, female, white, stage:Stage IA, alive, 2442 days 2108.4
TCGA-GM-A2DL-01A 50 years, female, white, stage:Stage I, alive, 3519 days 2105.7
TCGA-A1-A0SM-01A 77 years, male, white, stage:Stage IIA, alive, 242 days 2092.2
TCGA-A2-A0D2-01A 45 years, female, white, stage:Stage IIA, alive, 1027 days 2091.8
TCGA-LD-A74U-01A 79 years, female, white, stage:Stage IIIC, alive, 402 days 2091.7
TCGA-A8-A097-01A 65 years, female, stage:Stage IIB, alive, 365 days 2091.0
TCGA-A2-A0YL-01A 48 years, female, white, stage:Stage IIIA, alive, 1474 days 2090.6
TCGA-AR-A1AL-01A 60 years, female, white, stage:Stage IIIA, alive, 2971 days 2083.8
TCGA-S3-A6ZG-01A 71 years, female, black or african american, stage:Stage IIB, alive, 562 days 2081.6
TCGA-AC-A8OR-01A 75 years, female, white, stage:Stage IA, alive, 40 days 2079.9
TCGA-AC-A8OQ-01A 72 years, female, black or african american, stage:Stage IIB, alive, 34 days 2078.5
TCGA-PE-A5DD-01A 64 years, female, asian, stage:Stage IIA, alive, 1953 days 2075.2
TCGA-A2-A0CP-01A 60 years, female, white, stage:Stage IA, alive, 2813 days 2068.0
TCGA-BH-A0H3-01A 46 years, female, white, stage:Stage I, alive, 1928 days 2066.1
TCGA-OL-A5D8-01A 40 years, female, black or african american, stage:Stage IIB, alive, 973 days 2065.6
TCGA-A8-A08T-01A 64 years, female, stage:Stage IV, dead, 3409 days 2061.1
TCGA-E2-A1L6-01A 44 years, female, white, stage:Stage IIA, alive, 1648 days 2054.0
TCGA-A1-A0SP-01A 40 years, female, stage:Stage IIA, alive, 584 days 2049.6
TCGA-OL-A6VQ-01A 49 years, female, white, stage:Stage IIA, alive, 600 days 2048.8
TCGA-E2-A15C-01A 61 years, female, white, stage:Stage I, alive, 694 days 2046.9
TCGA-A1-A0SF-01A 54 years, female, white, stage:Stage IIA, alive, 1463 days 2040.9
TCGA-A8-A07I-01A 69 years, female, stage:Stage IIIA, alive, 426 days 2039.0
TCGA-LL-A9Q3-01A 69 years, female, white, stage:Stage IIIC, alive, 532 days 2030.9
TCGA-GM-A3NY-01A 72 years, female, white, stage:Stage IIB, alive, 1162 days 2030.7
TCGA-A2-A4RW-01A 49 years, female, white, stage:Stage IIIC, alive, 222 days 2029.9
TCGA-AN-A0FD-01A 71 years, female, white, stage:Stage IIA, alive, 196 days 2028.3
TCGA-AC-A2FK-01A 45 years, female, white, stage:Stage IIIC, alive, 2650 days 2026.4
TCGA-AO-A03R-01A 57 years, female, white, stage:Stage IIB, alive, 2091 days 2023.8
TCGA-A2-A259-01A 70 years, female, black or african american, stage:Stage I, alive, 1596 days 2021.0
TCGA-BH-A0AU-01A 45 years, female, white, stage:Stage IIA, alive, 1914 days 2017.8
TCGA-E9-A1R0-01A 58 years, female, white, stage:Stage IIA, alive, 860 days 2006.9
TCGA-A2-A4RX-01A 67 years, female, black or african american, stage:Stage IIA, alive, 742 days 2006.4
TCGA-A2-A0SW-01A 82 years, female, white, stage:Stage IV, dead, 1365 days 2005.9
TCGA-D8-A4Z1-01A 68 years, female, white, stage:Stage IA, alive, 659 days 2002.9
TCGA-E9-A1RC-01A 56 years, female, white, stage:Stage IIIC, alive, 1224 days 1999.1
TCGA-BH-A0HI-01A 78 years, female, white, stage:Stage IA, alive, 620 days 1997.3
TCGA-BH-A203-01A 78 years, female, white, stage:Stage IIB, dead, 1174 days 1996.8
TCGA-AR-A0TQ-01A 27 years, female, white, stage:Stage IIIA, alive, 2991 days 1995.8
TCGA-A8-A08B-01A 52 years, female, stage:Stage IIA, alive, 1156 days 1994.7
TCGA-A2-A0YC-01A 59 years, female, white, stage:Stage IIB, alive, 990 days 1993.3
TCGA-BH-A0HO-01A 48 years, female, white, stage:Stage IIA, alive, 76 days 1988.3
TCGA-EW-A6SC-01A 60 years, female, black or african american, stage:Stage IIA, alive, 952 days 1985.7
TCGA-A8-A08G-01A 41 years, female, stage:Stage IIA, alive, 607 days 1977.0
TCGA-B6-A0I5-01A 49 years, female, white, stage:Stage IIB, alive, 8556 days 1973.3
TCGA-E2-A1IN-01A 60 years, female, white, stage:Stage I, alive, 675 days 1969.8
TCGA-A2-A0SU-01A 66 years, female, white, stage:Stage IIA, alive, 1662 days 1967.2
TCGA-AN-A0AL-01A 41 years, female, white, stage:Stage IIIB, alive, 227 days 1966.9
TCGA-A8-A079-01A 69 years, female, stage:Stage IIIB, alive, 274 days 1965.1
TCGA-C8-A12O-01A 50 years, female, asian, stage:Stage IIA, alive, 385 days 1961.7
TCGA-E9-A227-01A 42 years, female, white, stage:Stage IIB, alive, 975 days 1951.5
TCGA-BH-A1ET-01A 55 years, female, white, stage:Stage I, dead, 2520 days 1950.5
TCGA-A1-A0SG-01A 61 years, female, white, stage:Stage IIB, alive, 434 days 1947.1
TCGA-D8-A1X5-01A 81 years, female, white, stage:Stage IIIC, alive, 565 days 1945.4
TCGA-A2-A0ES-01A 52 years, female, white, stage:Stage IIA, alive, 2190 days 1939.5
TCGA-C8-A131-01A 82 years, female, asian, stage:Stage IIIA, alive, 411 days 1938.1
TCGA-E2-A15D-01A 47 years, female, white, stage:Stage IIA, alive, 526 days 1931.7
TCGA-BH-A18J-01A 56 years, female, white, stage:Stage IV, dead, 612 days 1928.1
TCGA-AN-A0AS-01A 70 years, female, white, stage:Stage IIIA, alive, 10 days 1914.6
TCGA-BH-A208-01A 48 years, female, white, stage:Stage IIB, dead, 1759 days 1913.5
TCGA-AN-A0XV-01A 67 years, female, white, stage:Stage IIIA, alive, 162 days 1906.6
TCGA-OL-A5S0-01A 66 years, female, black or african american, stage:Stage IIB, alive, 620 days 1898.4
TCGA-D8-A1X9-01A 66 years, female, white, stage:Stage IIB, alive, 727 days 1896.6
TCGA-OL-A5RX-01A 51 years, female, black or african american, stage:Stage IA, alive, 878 days 1894.8
TCGA-EW-A2FV-01A 39 years, female, white, stage:Stage IIIC, alive, 788 days 1894.1
TCGA-A2-A0YM-01A 67 years, female, white, stage:Stage IIA, alive, 965 days 1887.1
TCGA-AO-A0J5-01A 48 years, female, white, stage:Stage IV, dead, 792 days 1878.6
TCGA-AR-A2LL-01A 70 years, female, white, stage:Stage IIB, alive, 2012 days 1875.3
TCGA-AC-A62Y-01A 79 years, female, white, stage:Stage IIB, alive, 530 days 1864.0
TCGA-D8-A1Y3-01A 61 years, female, white, stage:Stage IIIA, alive, 430 days 1859.7
TCGA-E9-A1RI-01A 43 years, female, white, stage:Stage IIIA, alive, 1449 days 1850.2
TCGA-A8-A07E-01A 81 years, female, stage:Stage X, alive, 608 days 1849.0
TCGA-A7-A5ZW-01A 47 years, female, black or african american, stage:Stage IIA, alive, 326 days 1847.6
TCGA-D8-A27R-01A 41 years, female, white, stage:Stage IIIC, alive, 307 days 1845.6
TCGA-AR-A2LK-01A 62 years, female, white, stage:Stage III, dead, 1649 days 1845.3
TCGA-AR-A1AM-01A 52 years, female, white, stage:Stage IIIA, alive, 2991 days 1844.8
TCGA-E2-A1AZ-01A 63 years, female, white, stage:Stage IIB, alive, 2329 days 1843.5
TCGA-D8-A147-01A 45 years, female, white, stage:'--, alive, 584 days 1843.3
TCGA-BH-A0BJ-01A 41 years, female, white, stage:Stage IIB, alive, 660 days 1836.9
TCGA-A8-A0A9-01A 80 years, female, stage:Stage IIA, alive, 822 days 1831.2
TCGA-A7-A56D-01A 84 years, female, black or african american, stage:Stage IIA, alive, 448 days 1818.4
TCGA-OL-A5RW-01A 40 years, female, black or african american, stage:Stage IIA, alive, 1106 days 1818.1
TCGA-LL-A73Y-01A 67 years, female, black or african american, stage:Stage IA, alive, 477 days 1813.9
TCGA-E9-A1RG-01A 62 years, female, white, stage:Stage IIIA, alive, 647 days 1813.0
TCGA-E2-A1IF-01A 74 years, female, white, stage:Stage I, alive, 1138 days 1802.8
TCGA-LL-A73Z-01A 55 years, female, black or african american, stage:Stage IV, dead, 227 days 1799.2
TCGA-E9-A1N4-01A 41 years, female, white, stage:Stage IIIA, alive, 1000 days 1792.7
TCGA-AR-A24Q-01A 49 years, female, white, stage:Stage IIB, alive, 3172 days 1792.7
TCGA-BH-A1EW-01A 38 years, female, white, stage:Stage IIA, dead, 1694 days 1791.8
TCGA-C8-A135-01A 64 years, female, asian, stage:Stage IIB, alive, 393 days 1791.4
TCGA-D8-A1JI-01A 54 years, female, white, stage:Stage IIA, alive, 577 days 1785.5
TCGA-A8-A07C-01A 57 years, female, stage:Stage IIA, alive, 1034 days 1775.6
TCGA-EW-A1J6-01A 70 years, female, white, stage:Stage I, alive, 875 days 1763.4
TCGA-BH-A0DD-01A 58 years, male, white, stage:Stage IIB, alive, 2486 days 1756.1
TCGA-E9-A3Q9-01A 78 years, female, white, stage:Stage IIIC, alive, 1001 days 1755.8
TCGA-GM-A2DF-01A 53 years, female, black or african american, stage:Stage IIA, alive, 2155 days 1755.8
TCGA-C8-A12W-01A 49 years, female, asian, stage:Stage IIIB, alive, 385 days 1749.2
TCGA-BH-A8FY-01A 87 years, female, white, stage:Stage IA, dead, 295 days 1731.9
TCGA-D8-A1XA-01A 64 years, female, white, stage:Stage IA, alive, 839 days 1730.3
TCGA-B6-A0RS-01A 38 years, female, white, stage:Stage IIA, dead, 3063 days 1728.0
TCGA-A2-A04P-01A 36 years, female, black or african american, stage:Stage IIIC, dead, 548 days 1726.1
TCGA-A1-A0SD-01A 59 years, female, white, stage:Stage IIA, alive, 437 days 1724.0
TCGA-E9-A1N6-01A 52 years, female, white, stage:Stage IIB, dead, 678 days 1722.2
TCGA-AC-A3W7-01A 66 years, female, white, stage:Stage IIB, alive, 471 days 1719.2
TCGA-LL-A7T0-01A 70 years, female, black or african american, stage:Stage IIB, alive, 376 days 1712.1
TCGA-A7-A13F-01A 44 years, female, white, stage:Stage IIIA, alive, 765 days 1711.3
TCGA-A7-A26H-01A 72 years, female, white, stage:Stage IIA, alive, 724 days 1710.8
TCGA-B6-A0IN-01A 45 years, female, white, stage:Stage X, dead, 2573 days 1707.3
TCGA-D8-A1JJ-01A 54 years, female, white, stage:Stage IIA, alive, 611 days 1703.9
TCGA-D8-A143-01A 51 years, female, white, stage:Stage IIA, alive, 431 days 1702.6
TCGA-A8-A0A4-01A 73 years, female, stage:Stage IIA, alive, 396 days 1696.7
TCGA-E2-A1B0-01A 50 years, female, white, stage:Stage IIIA, alive, 1631 days 1693.8
TCGA-BH-A1FH-01A 47 years, female, white, stage:Stage IV, dead, 1034 days 1693.8
TCGA-A2-A0EM-01A 73 years, female, white, stage:Stage IA, alive, 3094 days 1691.3
TCGA-GM-A5PV-01A 63 years, female, white, stage:Stage IIB, alive, 412 days 1688.1
TCGA-A8-A08C-01A 65 years, female, stage:Stage IIA, alive, 881 days 1686.8
TCGA-E2-A1IU-01A 60 years, female, white, stage:Stage IA, alive, 337 days 1680.1
TCGA-B6-A0IQ-01A 40 years, female, white, stage:Stage IIIA, alive, 4285 days 1678.7
TCGA-BH-A0HQ-01A 56 years, female, white, stage:Stage IIA, alive, 1121 days 1678.0
TCGA-B6-A40C-01A 51 years, female, white, stage:Stage IIB, alive, 2164 days 1677.4
TCGA-A2-A0T0-01A 59 years, female, white, stage:Stage IIB, alive, 533 days 1676.5
TCGA-AN-A0XL-01A 61 years, female, white, stage:Stage IIA, alive, 163 days 1673.6
TCGA-BH-A28O-01A 50 years, female, white, stage:Stage IIIC, alive, 1120 days 1673.1
TCGA-BH-A1FD-01A 68 years, female, white, stage:Stage I, dead, 1009 days 1670.9
TCGA-E2-A107-01A 54 years, female, white, stage:Stage IIIA, alive, 1047 days 1663.0
TCGA-AO-A12H-01A 69 years, female, black or african american, stage:Stage IIA, alive, 1234 days 1657.3
TCGA-D8-A1XZ-01A 81 years, female, white, stage:Stage IIIA, alive, 466 days 1654.6
TCGA-AR-A24M-01A 38 years, female, white, stage:Stage IIIA, alive, 3660 days 1651.9
TCGA-C8-A1HN-01A 56 years, female, asian, stage:Stage IIA, alive, 394 days 1646.0
TCGA-A8-A06T-01A 75 years, female, stage:Stage IIIA, alive, 1614 days 1637.9
TCGA-D8-A1XS-01A 48 years, male, white, stage:Stage IIIC, alive, 496 days 1634.5
TCGA-B6-A0WT-01A 61 years, female, white, stage:Stage IIB, alive, 5739 days 1631.2
TCGA-E2-A14N-01A 37 years, female, white, stage:Stage IIB, alive, 1434 days 1608.5
TCGA-D8-A1XY-01A 74 years, female, white, stage:Stage IIA, alive, 503 days 1601.3
TCGA-E2-A10E-01A 64 years, female, white, stage:Stage IIA, alive, 865 days 1598.8
TCGA-AN-A0FT-01A 63 years, female, white, stage:Stage IIB, alive, 214 days 1593.0
TCGA-UU-A93S-01A 63 years, female, black or african american, stage:Stage IV, dead, 116 days 1588.2
TCGA-D8-A1XT-01A 61 years, female, white, stage:Stage IIA, alive, 506 days 1586.9
TCGA-E2-A15F-01A 64 years, female, white, stage:Stage I, alive, 658 days 1576.8
TCGA-D8-A3Z6-01A 56 years, female, white, stage:Stage IIIC, alive, 563 days 1576.2
TCGA-A8-A09W-01A 70 years, female, stage:Stage IIIB, alive, 30 days 1576.0
TCGA-C8-A12Q-01A 78 years, female, asian, stage:Stage IIIA, dead, 385 days 1574.0
TCGA-AN-A03X-01A 74 years, female, white, stage:Stage IIA, alive, 10 days 1569.7
TCGA-A8-A093-01A 61 years, female, stage:Stage IIA, alive, 546 days 1565.9
TCGA-A8-A076-01A 66 years, female, stage:Stage IIA, alive, 1642 days 1562.7
TCGA-A2-A3XX-01A 49 years, female, black or african american, stage:Stage IIA, dead, 1439 days 1562.2
TCGA-C8-A12Y-01A 44 years, female, asian, stage:Stage IIB, alive, 1476 days 1560.7
TCGA-BH-A0DQ-01A 42 years, female, white, stage:Stage IIB, alive, 98 days 1545.0
TCGA-D8-A27E-01A 66 years, female, white, stage:Stage IA, alive, 530 days 1539.5
TCGA-HN-A2OB-01A 45 years, female, stage:Stage IIB, dead, 1900 days 1531.2
TCGA-BH-A1FL-01A 69 years, female, white, stage:Stage IIB, dead, 1673 days 1530.6
TCGA-D8-A145-01A 80 years, female, white, stage:Stage IIA, alive, 410 days 1529.2
TCGA-OL-A66K-01A 72 years, female, white, stage:Stage IIA, dead, 1275 days 1528.6
TCGA-AO-A1KS-01A 69 years, female, white, stage:Stage IIA, alive, 350 days 1524.0
TCGA-A8-A099-01A 76 years, female, stage:Stage X, alive, 304 days 1513.9
TCGA-AO-A0JM-01A 40 years, female, stage:Stage IIB, alive, 2184 days 1513.5
TCGA-OL-A97C-01A 67 years, female, black or african american, stage:Stage IIB, alive, 271 days 1512.3
TCGA-AC-A6NO-01A 43 years, female, black or african american, stage:Stage IIB, alive, 51 days 1507.8
TCGA-EW-A2FR-01A 59 years, female, black or african american, stage:Stage IIIC, alive, 1673 days 1505.3
TCGA-BH-A42V-01A 41 years, female, black or african american, stage:Stage IB, alive, 635 days 1501.9
TCGA-BH-A1FU-01A 44 years, female, white, stage:Stage IA, dead, 1688 days 1500.3
TCGA-BH-A18R-01A 50 years, female, white, stage:Stage IIA, dead, 1142 days 1498.9
TCGA-A8-A09K-01A 68 years, female, stage:Stage IIA, alive, 912 days 1495.5
TCGA-BH-A0H7-01A 65 years, female, white, stage:Stage IIIA, alive, 702 days 1487.6
TCGA-E9-A1RA-01A 48 years, female, white, stage:Stage IA, alive, 1369 days 1465.2
TCGA-A2-A0ET-01A 58 years, female, white, stage:Stage IIIA, alive, 1066 days 1460.5
TCGA-GM-A2DC-01A 57 years, female, white, stage:Stage IIA, alive, 2535 days 1459.5
TCGA-AN-A0AK-01A 76 years, female, white, stage:Stage IIA, alive, 224 days 1459.4
TCGA-BH-A28Q-01A 46 years, female, white, stage:Stage IIB, alive, 1119 days 1456.6
TCGA-E2-A14X-01A 55 years, female, black or african american, stage:Stage IIIA, alive, 972 days 1455.7
TCGA-BH-A0B4-01A 65 years, male, white, stage:Stage IIIA, alive, 1191 days 1455.3
TCGA-BH-A18N-01A 88 years, female, white, stage:Stage IIA, dead, 468 days 1453.7
TCGA-V7-A7HQ-01A 75 years, female, black or african american, stage:Stage IIIA, alive, 2033 days 1449.1
TCGA-A8-A07S-01A 73 years, female, stage:Stage IIA, alive, 243 days 1442.8
TCGA-AO-A03L-01A 34 years, female, asian, stage:Stage IIIA, alive, 2442 days 1442.8
TCGA-C8-A12P-01A 55 years, female, asian, stage:Stage IIB, alive, 358 days 1439.4
TCGA-PL-A8LY-01A 30 years, female, black or african american, stage:Stage IIB, alive, 8 days 1439.3
TCGA-A8-A06X-01A 77 years, female, stage:Stage IIB, dead, 943 days 1438.8
TCGA-B6-A0RV-01A 42 years, female, white, stage:Stage IIIA, alive, 5156 days 1436.8
TCGA-EW-A1OY-01A 63 years, female, white, stage:Stage IIA, alive, 908 days 1431.9
TCGA-A8-A092-01A 48 years, female, stage:Stage IIIA, alive, 942 days 1428.2
TCGA-A8-A09A-01A 40 years, female, stage:Stage X, alive, 304 days 1426.6
TCGA-E2-A570-01A 47 years, female, black or african american, stage:Stage IB, alive, 931 days 1426.4
TCGA-EW-A1OW-01A 58 years, female, black or african american, stage:Stage IIA, alive, 694 days 1426.3
TCGA-EW-A1P3-01A 48 years, female, white, stage:Stage IIA, alive, 1611 days 1425.4
TCGA-A8-A08X-01A 43 years, female, stage:Stage IIIC, alive, 1308 days 1419.7
TCGA-BH-A1F5-01A 62 years, female, white, stage:Stage IIA, dead, 2712 days 1418.7
TCGA-D8-A27V-01A 62 years, female, white, stage:Stage IIA, alive, 381 days 1416.9
TCGA-EW-A6S9-01A 34 years, female, black or african american, stage:Stage IIA, alive, 463 days 1409.4
TCGA-A7-A5ZV-01A 62 years, female, black or african american, stage:Stage IIA, alive, 368 days 1407.7
TCGA-AC-A8OP-01A 72 years, female, black or african american, stage:Stage IA, alive, 614 days 1406.2
TCGA-BH-A0BP-01A 76 years, female, white, stage:Stage I, dead, 2296 days 1405.9
TCGA-D8-A1XK-01A 55 years, female, white, stage:Stage IIB, alive, 441 days 1404.5
TCGA-AN-A03Y-01A 66 years, female, white, stage:Stage IIA, alive, 10 days 1404.2
TCGA-E9-A1R6-01A 63 years, female, white, stage:Stage IIA, alive, 339 days 1403.0
TCGA-LD-A7W6-01A 54 years, female, white, stage:Stage IIB, alive, 404 days 1399.8
TCGA-OL-A5D6-01A 71 years, female, black or african american, stage:Stage IIA, dead, 1104 days 1397.8
TCGA-E9-A1RB-01A 40 years, female, white, stage:Stage IIA, dead, 976 days 1395.5
TCGA-A8-A06O-01A 60 years, female, stage:Stage I, alive, 396 days 1389.4
TCGA-E9-A226-01A 45 years, female, white, stage:Stage IIIA, dead, 1048 days 1388.8
TCGA-C8-A12L-01A 67 years, female, asian, stage:Stage IIA, alive, 363 days 1388.5
TCGA-EW-A1P6-01A 64 years, female, white, stage:Stage IIB, alive, 562 days 1387.4
TCGA-E2-A14P-01A 79 years, female, white, stage:Stage IIIC, alive, 1246 days 1383.4
TCGA-B6-A0RH-01A 51 years, female, black or african american, stage:Stage IIA, dead, 6456 days 1382.8
TCGA-AC-A2BM-01A 41 years, female, black or african american, stage:Stage IIB, alive, 3022 days 1381.3
TCGA-A2-A0T5-01A 39 years, female, white, stage:Stage IIA, alive, 531 days 1375.6
TCGA-PL-A8LX-01A 35 years, female, black or african american, stage:Stage IV, alive, 5 days 1373.8
TCGA-GM-A3NW-01A 63 years, female, white, stage:Stage IIA, alive, 3361 days 1373.6
TCGA-E2-A14T-01A 52 years, female, white, stage:Stage IIA, alive, 2311 days 1368.4
TCGA-BH-A0DH-01A 63 years, female, white, stage:Stage IIB, alive, 1156 days 1367.3
TCGA-AR-A24X-01A 52 years, female, white, stage:Stage IIA, alive, 3004 days 1366.9
TCGA-C8-A1HL-01A 38 years, female, asian, stage:Stage IIIA, alive, 317 days 1365.7
TCGA-BH-A0H6-01A 82 years, female, white, stage:Stage I, alive, 747 days 1363.6
TCGA-AR-A24H-01A 65 years, female, white, stage:Stage IIA, alive, 4894 days 1360.2
TCGA-D8-A73W-01A 79 years, female, white, stage:Stage IIIA, dead, 385 days 1357.3
TCGA-C8-A1HE-01A 59 years, female, asian, stage:Stage IIA, alive, 375 days 1352.2
TCGA-BH-A0BM-01A 54 years, female, white, stage:Stage IIB, alive, 1876 days 1349.0
TCGA-C8-A12X-01A 62 years, female, asian, stage:Stage IIB, alive, 385 days 1348.0
TCGA-AO-A0JD-01A 59 years, female, white, stage:Stage IIIA, alive, 2190 days 1347.5
TCGA-B6-A2IU-01A 62 years, female, white, stage:Stage IIA, alive, 5176 days 1341.3
TCGA-AO-A1KR-01A 51 years, female, white, stage:Stage IIA, alive, 2513 days 1340.8
TCGA-A2-A0YG-01A 63 years, female, white, stage:Stage IIIC, alive, 666 days 1340.2
TCGA-A8-A06R-01A 69 years, female, stage:Stage IIB, alive, 547 days 1339.1
TCGA-AR-A5QP-01A 54 years, female, white, stage:Stage IIB, alive, 1185 days 1337.1
TCGA-E2-A1IL-01A 78 years, female, white, stage:Stage IIA, alive, 118 days 1335.0
TCGA-A8-A09N-01A 57 years, female, stage:Stage IIIC, alive, 31 days 1333.4
TCGA-D8-A27H-01A 72 years, female, white, stage:Stage IIA, alive, 397 days 1331.4
TCGA-BH-A1FN-01A 34 years, female, white, stage:Stage IIA, dead, 2192 days 1330.2
TCGA-A7-A3IZ-01A 62 years, female, white, stage:Stage IIA, alive, 322 days 1323.3
TCGA-AR-A1AV-01A 68 years, male, white, stage:Stage IIB, alive, 1864 days 1312.3
TCGA-EW-A424-01A 51 years, female, white, stage:Stage IIIA, alive, 715 days 1310.4
TCGA-E2-A10A-01A 41 years, female, white, stage:Stage IIB, alive, 1229 days 1308.1
TCGA-BH-A0E6-01A 69 years, female, white, stage:Stage IA, alive, 293 days 1307.4
TCGA-AR-A2LR-01A 49 years, female, white, stage:Stage I, alive, 1742 days 1305.3
TCGA-B6-A0RQ-01A 68 years, female, white, stage:Stage IIB, dead, 4267 days 1302.1
TCGA-AN-A041-01A 29 years, female, white, stage:Stage IIB, alive, 7 days 1298.4
TCGA-BH-A0AV-01A 52 years, female, black or african american, stage:Stage I, alive, 1820 days 1298.0
TCGA-AR-A0TZ-01A 43 years, female, white, stage:'--, dead, 3262 days 1295.4
TCGA-A8-A086-01A 59 years, female, stage:Stage IIA, alive, 396 days 1295.1
TCGA-A2-A3XS-01A 62 years, female, black or african american, stage:Stage IIIA, dead, 1032 days 1292.7
TCGA-A8-A07P-01A 68 years, female, stage:Stage IIB, alive, 334 days 1291.7
TCGA-AR-A256-01A 45 years, female, white, stage:Stage IIA, dead, 2854 days 1288.4
TCGA-C8-A3M7-01A 60 years, female, asian, stage:Stage IIIB, dead, 1034 days 1284.9
TCGA-AO-A125-01A 72 years, female, black or african american, stage:Stage IIA, alive, 3456 days 1283.8
TCGA-AN-A0XO-01A 59 years, female, white, stage:Stage IIIA, alive, 375 days 1282.3
TCGA-A2-A25B-01A 39 years, female, black or african american, stage:Stage IIB, alive, 1291 days 1279.3
TCGA-LL-A740-01A 61 years, female, black or african american, stage:Stage IA, alive, 441 days 1278.1
TCGA-EW-A1PG-01A 53 years, female, white, stage:Stage IIB, alive, 1051 days 1276.2
TCGA-A8-A09B-01A 58 years, female, stage:Stage IIIB, alive, 365 days 1275.6
TCGA-AR-A5QN-01A 68 years, female, white, stage:Stage IIIC, alive, 1013 days 1271.5
TCGA-BH-A0BA-01A 51 years, female, white, stage:Stage IIIC, alive, 1132 days 1269.2
TCGA-E2-A14Q-01A 50 years, female, white, stage:Stage IIB, alive, 1163 days 1267.1
TCGA-E2-A1LI-01A 57 years, female, white, stage:Stage IIB, alive, 3121 days 1262.7
TCGA-AC-A4ZE-01A 63 years, female, white, stage:Stage IIB, alive, 890 days 1262.1
TCGA-EW-A1OZ-01A 56 years, female, black or african american, stage:Stage IIA, alive, 1229 days 1256.2
TCGA-A1-A0SQ-01A 45 years, female, white, stage:Stage IIB, alive, 554 days 1255.4
TCGA-D8-A27W-01A 55 years, female, white, stage:Stage IIIB, alive, 373 days 1242.9
TCGA-A8-A09V-01A 51 years, female, stage:Stage IIA, alive, 457 days 1238.1
TCGA-A2-A4S0-01A 77 years, female, white, stage:Stage IIA, alive, 706 days 1236.5
TCGA-A8-A091-01A 61 years, female, stage:Stage IIA, alive, 1004 days 1234.0
TCGA-D8-A1JN-01A 80 years, female, white, stage:Stage IIIC, alive, 620 days 1232.5
TCGA-D8-A1XR-01A 56 years, female, white, stage:Stage IIB, alive, 482 days 1229.2
TCGA-C8-A1HK-01A 53 years, female, asian, stage:Stage IIB, alive, 366 days 1228.9
TCGA-OL-A5RV-01A 43 years, female, black or african american, stage:Stage IIIC, alive, 1062 days 1226.4
TCGA-EW-A1PD-01A 61 years, male, white, stage:Stage IIA, alive, 424 days 1224.0
TCGA-A2-A25C-01A 50 years, female, white, stage:Stage IIB, alive, 523 days 1219.2
TCGA-E2-A109-01A 64 years, female, white, stage:Stage IIA, alive, 1417 days 1217.8
TCGA-A2-A0YT-01A 56 years, female, white, stage:Stage IIIB, dead, 723 days 1215.7
TCGA-E9-A295-01A 71 years, female, white, stage:Stage IIA, alive, 375 days 1215.5
TCGA-AC-A2FG-01A 79 years, female, white, stage:Stage IIB, alive, 1853 days 1211.3
TCGA-E9-A22B-01A 71 years, female, white, stage:Stage IA, alive, 1167 days 1207.2
TCGA-BH-A18S-01A 79 years, female, white, stage:Stage I, dead, 2009 days 1206.4
TCGA-BH-A18G-01A 81 years, female, white, stage:Stage IA, alive, 149 days 1205.9
TCGA-E2-A15O-01A 89 years, female, black or african american, stage:Stage I, alive, 289 days 1194.3
TCGA-E2-A15L-01A 65 years, female, black or african american, stage:Stage IIA, alive, 626 days 1192.4
TCGA-BH-A0E2-01A 49 years, female, black or african american, stage:Stage IIIA, alive, 435 days 1190.2
TCGA-B6-A0WW-01A 58 years, female, black or african american, stage:Stage X, dead, 558 days 1188.5
TCGA-A2-A25E-01A 34 years, female, black or african american, stage:Stage IIIA, alive, 3204 days 1183.6
TCGA-D8-A3Z5-01A 54 years, female, white, stage:Stage IIIC, alive, 1015 days 1183.1
TCGA-C8-A130-01A 52 years, female, asian, stage:Stage IIIA, alive, 370 days 1176.9
TCGA-A2-A0CU-01A 73 years, female, white, stage:Stage IIA, dead, 158 days 1172.4
TCGA-EW-A1P0-01A 55 years, female, white, stage:Stage IIB, alive, 1251 days 1170.4
TCGA-E2-A2P5-01A 78 years, female, black or african american, stage:Stage IIIC, dead, 821 days 1164.6
TCGA-AR-A1AU-01A 39 years, female, white, stage:Stage IIIA, alive, 2868 days 1158.4
TCGA-EW-A1PA-01A 59 years, female, white, stage:Stage IIB, alive, 575 days 1157.9
TCGA-A8-A07B-01A 69 years, female, stage:Stage IIA, alive, 1308 days 1153.4
TCGA-E2-A1B4-01A 74 years, female, white, stage:Stage IIIA, dead, 1004 days 1147.3
TCGA-D8-A140-01A 62 years, female, white, stage:Stage IIB, alive, 403 days 1146.3
TCGA-BH-A0W4-01A 46 years, female, white, stage:Stage IIA, alive, 759 days 1139.5
TCGA-E2-A1LB-01A 41 years, female, black or african american, stage:Stage IIB, alive, 2306 days 1135.2
TCGA-BH-A0HX-01A 54 years, female, white, stage:Stage IIB, alive, 829 days 1134.1
TCGA-A2-A3KD-01A 47 years, female, white, stage:Stage IIIA, alive, 1206 days 1130.8
TCGA-GM-A5PX-01A 65 years, female, white, stage:Stage IIB, alive, 551 days 1128.1
TCGA-C8-A1HI-01A 40 years, female, asian, stage:Stage IIIA, alive, 343 days 1127.0
TCGA-S3-AA14-01A 47 years, female, black or african american, stage:Stage I, alive, 529 days 1124.1
TCGA-E2-A14U-01A 74 years, female, white, stage:Stage I, alive, 1318 days 1124.0
TCGA-AN-A0FW-01A 67 years, female, white, stage:Stage IIIA, alive, 11 days 1123.2
TCGA-BH-A0E7-01A 79 years, female, white, stage:Stage IIB, alive, 1363 days 1122.4
TCGA-AN-A0FY-01A 55 years, female, white, stage:Stage IA, alive, 10 days 1118.4
TCGA-A1-A0SE-01A 56 years, female, white, stage:Stage I, alive, 1321 days 1115.5
TCGA-JL-A3YX-01A 46 years, female, asian, stage:Stage IIA, alive, 352 days 1114.4
TCGA-D8-A1X7-01A 40 years, female, white, stage:Stage IIA, alive, 509 days 1114.4
TCGA-D8-A27P-01A 64 years, female, white, stage:Stage IA, alive, 49 days 1109.4
TCGA-BH-A0EI-01A 51 years, female, white, stage:Stage IIA, alive, 1926 days 1104.9
TCGA-W8-A86G-01A 66 years, female, white, stage:Stage IIA, alive, 347 days 1100.0
TCGA-A2-A04W-01A 50 years, female, white, stage:Stage IIB, alive, 3102 days 1097.1
TCGA-B6-A0IK-01A 63 years, female, white, stage:Stage IIIB, dead, 571 days 1095.5
TCGA-A7-A5ZX-01A 48 years, female, white, stage:Stage IIIC, alive, 336 days 1090.3
TCGA-A7-A0CH-01A 79 years, female, white, stage:Stage IIA, alive, 1079 days 1089.7
TCGA-AR-A1AN-01A 46 years, female, white, stage:Stage IIA, alive, 2920 days 1089.0
TCGA-E2-A15E-01A 40 years, female, white, stage:Stage IIA, alive, 630 days 1088.0
TCGA-E2-A15P-01A 61 years, female, white, stage:Stage IA, alive, 595 days 1082.8
TCGA-A7-A4SF-01A 54 years, female, black or african american, stage:Stage IIA, alive, 545 days 1078.1
TCGA-B6-A1KN-01A 57 years, female, white, stage:Stage IIIB, alive, 4233 days 1073.2
TCGA-E2-A1IG-01A 45 years, female, white, stage:Stage IIB, alive, 2140 days 1072.5
TCGA-BH-A1EV-01A 45 years, female, white, stage:Stage IIIA, dead, 365 days 1069.1
TCGA-GM-A3XG-01A 46 years, female, white, stage:Stage IIIA, alive, 1330 days 1068.7
TCGA-D8-A1JF-01A 79 years, female, white, stage:Stage IIIA, alive, 366 days 1063.6
TCGA-LL-A5YM-01A 88 years, female, black or african american, stage:Stage IIIB, alive, 394 days 1063.2
TCGA-AO-A03V-01A 41 years, female, white, stage:Stage I, alive, 1351 days 1062.1
TCGA-AN-A0FS-01A 55 years, female, white, stage:Stage IA, alive, 210 days 1056.0
TCGA-A2-A04V-01A 39 years, female, white, stage:Stage IIA, dead, 1920 days 1055.3
TCGA-E9-A1R5-01A 63 years, female, white, stage:Stage IA, alive, 92 days 1054.9
TCGA-A7-A4SE-01A 54 years, female, black or african american, stage:Stage IIA, alive, 644 days 1049.7
TCGA-B6-A0RE-01A 61 years, female, black or african american, stage:Stage X, alive, 7777 days 1047.3
TCGA-AN-A0G0-01A 56 years, female, white, stage:Stage IIA, alive, 16 days 1043.2
TCGA-AR-A24W-01A 55 years, female, white, stage:Stage IIB, alive, 1550 days 1039.9
TCGA-C8-A273-01A 29 years, female, asian, stage:Stage IIB, alive, 513 days 1039.8
TCGA-BH-A0GZ-01A 62 years, female, white, stage:Stage IIA, alive, 328 days 1039.6
TCGA-OL-A66J-01A 80 years, female, white, stage:Stage I, alive, 1996 days 1036.6
TCGA-BH-A1F2-01A 53 years, female, white, stage:Stage IIIB, dead, 959 days 1036.6
TCGA-AN-A0FK-01A 88 years, female, white, stage:Stage IIIB, alive, 213 days 1033.1
TCGA-E9-A2JS-01A 72 years, female, white, stage:Stage IIB, dead, 904 days 1029.0
TCGA-AO-A0JB-01A 50 years, female, white, stage:Stage IIIA, alive, 1542 days 1025.5
TCGA-E2-A154-01A 68 years, female, white, stage:Stage I, alive, 591 days 1022.7
TCGA-A7-A6VX-01A 68 years, female, black or african american, stage:Stage IIA, alive, 317 days 1020.2
TCGA-E2-A14W-01A 78 years, male, white, stage:Stage IIA, alive, 974 days 1019.2
TCGA-A8-A084-01A 81 years, female, stage:Stage IIB, alive, 458 days 1018.2
TCGA-AC-A5XU-01A 74 years, female, black or african american, stage:Stage IIB, alive, 455 days 1009.3
TCGA-D8-A1XG-01A 86 years, female, white, stage:Stage IIIB, alive, 448 days 1008.5
TCGA-AC-A62V-01A 58 years, male, black or african american, stage:Stage IV, dead, 348 days 1007.8
TCGA-A2-A0ER-01A 63 years, female, white, stage:Stage IB, alive, 2263 days 1003.8
TCGA-A8-A07L-01A 58 years, female, stage:Stage IIIA, alive, 975 days 997.8
TCGA-D8-A13Y-01A 52 years, female, white, stage:Stage IA, alive, 1728 days 996.5
TCGA-B6-A0I9-01A 62 years, female, white, stage:Stage IV, dead, 362 days 994.4
TCGA-AN-A04C-01A 51 years, female, white, stage:Stage IIB, alive, 54 days 992.3
TCGA-BH-A0HK-01A 81 years, female, white, stage:Stage IIB, alive, 178 days 990.8
TCGA-AR-A0TR-01A 68 years, female, white, stage:Stage IIB, dead, 160 days 989.0
TCGA-AO-A12G-01A 75 years, female, white, stage:Stage IIA, alive, 1639 days 985.8
TCGA-BH-A0H0-01A 69 years, female, white, stage:Stage IA, alive, 461 days 982.7
TCGA-E2-A1BC-01A 63 years, female, stage:Stage IA, alive, 501 days 978.3
TCGA-BH-A18L-01A 50 years, female, white, stage:Stage IIIA, dead, 811 days 972.6
TCGA-B6-A0RU-01A 40 years, female, white, stage:Stage IA, alive, 8605 days 971.9
TCGA-BH-A0H9-01A 69 years, female, white, stage:Stage IIA, alive, 1247 days 962.5
TCGA-A2-A1FW-01A 62 years, female, white, stage:Stage IIIA, alive, 528 days 958.6
TCGA-E2-A156-01A 61 years, female, white, stage:Stage I, alive, 726 days 942.6
TCGA-AN-A0AT-01A 62 years, female, white, stage:Stage IIA, alive, 10 days 941.5
TCGA-AC-A3TN-01A 75 years, female, white, stage:Stage IIB, alive, 456 days 941.4
TCGA-BH-A0B1-01A 66 years, female, white, stage:Stage IIB, alive, 1148 days 936.1
TCGA-BH-A1F8-01A 90 years, female, white, stage:Stage IIIB, dead, 1 days 931.6
TCGA-PE-A5DC-01A 72 years, female, white, stage:Stage IIIA, dead, 1430 days 930.0
TCGA-A1-A0SJ-01A 39 years, female, black or african american, stage:Stage IIIA, alive, 416 days 928.9
TCGA-A2-A0CT-01A 71 years, female, white, stage:Stage IIA, alive, 2289 days 928.8
TCGA-AR-A24L-01A 26 years, female, white, stage:Stage IIB, dead, 2866 days 927.5
TCGA-AN-A0FJ-01A 59 years, female, white, stage:Stage IV, alive, 242 days 922.7
TCGA-A2-A0T2-01A 66 years, female, white, stage:Stage IV, dead, 255 days 919.0
TCGA-C8-A12Z-01A 45 years, female, asian, stage:Stage IIB, alive, 382 days 918.6
TCGA-E2-A56Z-01A 69 years, female, black or african american, stage:Stage IIB, alive, 252 days 910.9
TCGA-AN-A0FZ-01A 45 years, female, white, stage:Stage IIIA, alive, 10 days 908.5
TCGA-S3-AA12-01A 82 years, female, black or african american, stage:Stage IIIA, alive, 574 days 906.3
TCGA-C8-A1HO-01A 34 years, female, asian, stage:Stage IIIC, alive, 375 days 904.6
TCGA-D8-A1XC-01A 85 years, female, white, stage:Stage IIIB, dead, 377 days 896.1
TCGA-BH-A1FG-01A 88 years, female, white, stage:Stage I, dead, 577 days 894.3
TCGA-A7-A6VW-01A 48 years, female, black or african american, stage:Stage IIA, alive, 285 days 892.1
TCGA-BH-A0B8-01A 64 years, female, white, stage:Stage I, alive, 1569 days 891.3
TCGA-EW-A2FW-01A 52 years, female, white, stage:Stage IIA, alive, 672 days 891.1
TCGA-AO-A0J3-01A 67 years, female, white, stage:Stage IIB, alive, 651 days 890.7
TCGA-AN-A0XT-01A 54 years, female, white, stage:Stage IIIA, alive, 10 days 888.5
TCGA-BH-A18T-01A 70 years, female, white, stage:Stage IIA, dead, 224 days 887.5
TCGA-A7-A0CE-01A 57 years, female, white, stage:Stage IIA, alive, 1074 days 884.6
TCGA-E9-A1N9-01A 58 years, female, white, stage:Stage IIA, alive, 1101 days 882.9
TCGA-AN-A0FV-01A 58 years, female, white, stage:Stage IIA, alive, 10 days 875.4
TCGA-AQ-A0Y5-01A 70 years, female, white, stage:Stage IIIA, dead, 172 days 874.6
TCGA-B6-A0RM-01A 57 years, female, black or african american, stage:Stage X, dead, 2373 days 867.4
TCGA-AR-A251-01A 51 years, female, white, stage:Stage IIIA, alive, 3030 days 863.5
TCGA-A2-A1G4-01A 71 years, female, white, stage:Stage IIIA, alive, 595 days 850.1
TCGA-A8-A06Z-01A 84 years, female, stage:Stage IIB, alive, 31 days 849.0
TCGA-D8-A1JA-01A 60 years, female, white, stage:'--, alive, 502 days 841.0
TCGA-B6-A0IE-01A 38 years, female, black or african american, stage:Stage IIIA, dead, 1993 days 836.9
TCGA-AO-A1KO-01A 46 years, female, white, stage:Stage IIB, alive, 622 days 831.3
TCGA-OL-A6VR-01A 48 years, female, black or african american, stage:Stage IA, alive, 1220 days 826.8
TCGA-AO-A124-01A 38 years, female, white, stage:Stage IIA, alive, 3506 days 824.7
TCGA-AN-A04A-01A 36 years, female, white, stage:Stage IIIA, alive, 90 days 821.1
TCGA-E9-A245-01A 47 years, female, white, stage:Stage IIB, dead, 26 days 818.8
TCGA-A7-A0CD-01A 66 years, female, white, stage:Stage I, alive, 1165 days 817.7
TCGA-A7-A4SB-01A 56 years, female, white, stage:Stage IIIA, alive, 418 days 817.3
TCGA-AO-A12C-01A 42 years, female, white, stage:Stage IIB, alive, 2372 days 817.3
TCGA-AQ-A54N-01A 51 years, female, black or african american, stage:Stage IIA, alive, 78 days 809.5
TCGA-BH-A204-01A 80 years, female, white, stage:Stage IIB, dead, 2534 days 805.3
TCGA-AC-A7VC-01A 56 years, female, white, stage:Stage IIB, alive, 1 days 802.1
TCGA-D8-A1JT-01A 70 years, female, white, stage:Stage IIA, alive, 405 days 796.6
TCGA-B6-A409-01A 44 years, female, black or african american, stage:Stage IIIA, dead, 573 days 796.1
TCGA-BH-A201-01A 64 years, female, white, stage:Stage IA, alive, 856 days 789.9
TCGA-AO-A0J7-01A 71 years, female, white, stage:Stage IIB, alive, 618 days 789.0
TCGA-E2-A15J-01A 51 years, female, white, stage:Stage I, alive, 1640 days 783.7
TCGA-A8-A06Y-01A 66 years, female, stage:Stage IIA, alive, 791 days 783.6
TCGA-E9-A54Y-01A 63 years, female, white, stage:Stage IIIA, alive, 725 days 782.8
TCGA-5T-A9QA-01A 52 years, female, black or african american, stage:Stage IIA, alive, 303 days 779.6
TCGA-AO-A1KP-01A 77 years, female, white, stage:Stage IIA, alive, 2953 days 778.7
TCGA-A2-A0EU-01A 79 years, female, white, stage:Stage IA, alive, 1043 days 777.7
TCGA-B6-A0I8-01A 46 years, female, white, stage:Stage X, dead, 749 days 771.0
TCGA-A7-A0DA-01A 62 years, female, white, stage:Stage IIA, alive, 1085 days 769.3
TCGA-UL-AAZ6-01A 73 years, female, black or african american, stage:Stage IIA, alive, 518 days 769.1
TCGA-D8-A1XJ-01A 76 years, female, white, stage:Stage IIIA, alive, 664 days 764.1
TCGA-B6-A0X5-01A 61 years, female, black or african american, stage:Stage IIB, dead, 2097 days 759.8
TCGA-C8-A3M8-01A 68 years, female, asian, stage:Stage IA, alive, 394 days 759.1
TCGA-E9-A1RH-01A 63 years, female, white, stage:Stage IIA, alive, 1417 days 747.0
TCGA-D8-A1JS-01A 77 years, female, white, stage:Stage IA, alive, 371 days 735.4
TCGA-BH-A1EN-01A 78 years, female, white, stage:Stage IIA, dead, 2127 days 730.3
TCGA-E2-A14Y-01A 35 years, female, white, stage:Stage IIA, alive, 2109 days 730.3
TCGA-B6-A0IA-01A 51 years, female, white, stage:Stage IIA, alive, 8391 days 729.3
TCGA-LQ-A4E4-01A 73 years, female, white, stage:Stage IIIA, alive, 849 days 726.2
TCGA-D8-A27F-01A 40 years, female, white, stage:Stage IIA, alive, 488 days 721.9
TCGA-S3-AA11-01A 67 years, female, black or african american, stage:Stage IIA, alive, 421 days 718.7
TCGA-AC-A2FM-01A 87 years, female, white, stage:Stage IIB, dead, 792 days 717.5
TCGA-AR-A2LE-01A 69 years, female, white, stage:Stage I, alive, 5062 days 717.5
TCGA-B6-A0WV-01A 67 years, female, white, stage:Stage IIB, dead, 2417 days 717.3
TCGA-AO-A12B-01A 63 years, female, white, stage:Stage IIA, alive, 2989 days 714.8
TCGA-AN-A0FX-01A 52 years, female, white, stage:Stage IIA, alive, 10 days 713.8
TCGA-3C-AAAU-01A 55 years, female, white, stage:Stage X, alive, 4047 days 712.2
TCGA-A2-A0YE-01A 48 years, female, white, stage:Stage IIB, alive, 554 days 710.5
TCGA-OL-A6VO-01A 43 years, female, black or african american, stage:Stage IA, alive, 858 days 703.5
TCGA-E2-A15R-01A 64 years, female, white, stage:Stage IIA, alive, 1732 days 702.9
TCGA-A1-A0SO-01A 67 years, female, white, stage:Stage IIB, alive, 852 days 702.8
TCGA-A8-A07O-01A 51 years, female, stage:Stage IIA, alive, 304 days 699.6
TCGA-B6-A0X0-01A 54 years, female, white, stage:Stage I, dead, 3945 days 696.4
TCGA-E9-A22G-01A 47 years, female, white, stage:Stage IIA, alive, 1239 days 695.9
TCGA-B6-A0RO-01A 71 years, female, white, stage:Stage IIIB, alive, 4929 days 687.0
TCGA-A2-A04U-01A 47 years, female, white, stage:Stage IIA, alive, 2654 days 683.7
TCGA-LL-A6FQ-01A 77 years, female, black or african american, stage:Stage IIIA, alive, 80 days 682.8
TCGA-BH-A0E0-01A 38 years, female, white, stage:Stage IIIC, alive, 134 days 682.6
TCGA-AO-A03P-01A 54 years, female, black or african american, stage:Stage IIB, dead, 2911 days 677.7
TCGA-AR-A1AY-01A 65 years, female, white, stage:Stage I, alive, 1026 days 676.5
TCGA-B6-A0IM-01A 75 years, female, black or african american, stage:Stage IIB, dead, 3873 days 676.2
TCGA-D8-A1XD-01A 36 years, female, white, stage:Stage IIIA, alive, 522 days 676.1
TCGA-E2-A105-01A 79 years, female, white, stage:Stage IIA, alive, 1308 days 674.4
TCGA-AC-A62X-01A 72 years, female, black or african american, stage:Stage IIA, alive, 417 days 672.0
TCGA-BH-A0E1-01A 52 years, female, white, stage:Stage IIB, alive, 477 days 668.7
TCGA-C8-A27A-01A 48 years, female, asian, stage:Stage IIB, alive, 747 days 651.3
TCGA-AN-A0FL-01A 62 years, female, white, stage:Stage IIA, alive, 231 days 650.5
TCGA-E2-A572-01A 72 years, female, black or african american, stage:Stage IIIA, alive, 1208 days 644.5
TCGA-EW-A1PH-01A 52 years, female, white, stage:Stage IIA, alive, 607 days 644.3
TCGA-C8-A26Z-01A 59 years, female, asian, stage:Stage IIA, alive, 470 days 644.2
TCGA-B6-A0IG-01A 50 years, female, white, stage:Stage IIB, dead, 4456 days 634.6
TCGA-AR-A0TY-01A 54 years, female, white, stage:Stage IIA, dead, 1699 days 634.3
TCGA-E2-A14V-01A 53 years, female, white, stage:Stage IIB, alive, 1042 days 630.8
TCGA-A7-A3RF-01A 79 years, female, white, stage:Stage IIA, alive, 408 days 628.1
TCGA-A7-A26E-01A 71 years, female, white, stage:Stage IIIA, alive, 954 days 615.1
TCGA-E2-A15T-01A 65 years, female, white, stage:Stage IIA, alive, 1563 days 614.9
TCGA-C8-A1HJ-01A 53 years, female, asian, stage:Stage IIA, alive, 5 days 607.8
TCGA-BH-A5IZ-01A 51 years, female, black or african american, stage:Stage IIB, alive, 567 days 604.4
TCGA-E2-A1LL-01A 73 years, female, black or african american, stage:Stage IIIA, alive, 1309 days 601.5
TCGA-A8-A06Q-01A 63 years, female, stage:Stage IIIA, alive, 31 days 594.9
TCGA-E2-A1LK-01A 84 years, female, black or african american, stage:Stage IIIC, dead, 266 days 590.2
TCGA-A8-A09E-01A 73 years, female, stage:Stage IIIB, alive, 1492 days 586.1
TCGA-E9-A228-01A 58 years, female, white, stage:Stage IIB, alive, 1285 days 580.9
TCGA-BH-A1FJ-01A 66 years, female, white, stage:Stage IIIA, dead, 1927 days 578.8
TCGA-B6-A0IB-01A 64 years, female, white, stage:Stage IV, dead, 3941 days 573.5
TCGA-A8-A08O-01A 45 years, female, stage:Stage IV, alive, 943 days 562.4
TCGA-A2-A3XV-01A 46 years, female, black or african american, stage:Stage IIA, alive, 996 days 562.3
TCGA-A2-A1FV-01A 74 years, female, white, stage:Stage IIB, alive, 714 days 556.4
TCGA-E9-A244-01A 54 years, female, white, stage:Stage IIA, alive, 21 days 552.7
TCGA-E9-A247-01A 59 years, female, white, stage:Stage IA, alive, 1186 days 550.9
TCGA-A7-A0CJ-01A 57 years, female, white, stage:Stage IIA, alive, 931 days 550.2
TCGA-AO-A0JI-01A 56 years, female, white, stage:Stage IIA, alive, 1528 days 546.8
TCGA-AR-A24Z-01A 57 years, female, white, stage:Stage IIA, alive, 3001 days 541.9
TCGA-A7-A0D9-01A 37 years, female, white, stage:Stage IIA, alive, 1139 days 540.6
TCGA-E2-A576-01A 69 years, female, black or african american, stage:Stage IA, alive, 1043 days 540.2
TCGA-A8-A0AB-01A 54 years, female, stage:Stage IIA, alive, 518 days 534.7
TCGA-AR-A24K-01A 46 years, female, white, stage:Stage IIA, alive, 1548 days 533.1
TCGA-E9-A1N3-01A 70 years, female, white, stage:Stage IIIA, alive, 1059 days 527.1
TCGA-E9-A1R7-01A 64 years, female, white, stage:Stage IIA, alive, 1467 days 526.1
TCGA-E2-A106-01A 34 years, female, asian, stage:Stage IB, alive, 2541 days 520.4
TCGA-OL-A5RZ-01A 57 years, female, black or african american, stage:Stage IA, alive, 679 days 511.3
TCGA-BH-A0HY-01A 60 years, female, white, stage:Stage I, alive, 1545 days 507.1
TCGA-D8-A1XF-01A 45 years, female, white, stage:Stage IIA, alive, 463 days 506.7
TCGA-B6-A0X4-01A 62 years, female, white, stage:Stage IIB, dead, 860 days 497.4
TCGA-A2-A0T3-01A 37 years, female, white, stage:Stage IB, alive, 1516 days 495.0
TCGA-E9-A1N8-01A 48 years, female, white, stage:Stage IIA, alive, 1039 days 492.5
TCGA-B6-A1KI-01A 63 years, female, white, stage:Stage I, alive, 2236 days 488.7
TCGA-E2-A158-01A 43 years, female, white, stage:Stage IIA, alive, 450 days 486.4
TCGA-A2-A0D4-01A 37 years, female, black or african american, stage:Stage IIB, alive, 767 days 482.6
TCGA-BH-A1ES-01A 35 years, female, white, stage:Stage IIB, dead, 3462 days 478.9
TCGA-A1-A0SB-01A 70 years, female, white, stage:Stage I, alive, 259 days 474.3
TCGA-AO-A0JL-01A 59 years, female, white, stage:Stage IIIA, alive, 1683 days 473.4
TCGA-B6-A402-01A 47 years, female, black or african american, stage:Stage I, alive, 2281 days 467.7
TCGA-E9-A1RE-01A 74 years, female, white, stage:Stage IIIA, alive, 1419 days 462.9
TCGA-AN-A0AR-01A 55 years, female, white, stage:Stage IIA, alive, 10 days 460.0
TCGA-E2-A155-01A 58 years, female, white, stage:Stage IIB, alive, 640 days 457.1
TCGA-E2-A1IE-01A 61 years, female, white, stage:Stage IIB, alive, 2362 days 455.7
TCGA-A7-A26J-01A 49 years, female, white, stage:Stage IIA, alive, 627 days 453.1
TCGA-D8-A1XV-01A 84 years, female, white, stage:Stage IIA, alive, 461 days 451.1
TCGA-B6-A0RG-01A 26 years, female, white, stage:Stage IIB, alive, 2082 days 443.0
TCGA-AR-A1AH-01A 51 years, female, white, stage:Stage IIB, alive, 3807 days 431.4
TCGA-AO-A12F-01A 36 years, female, white, stage:Stage IIA, alive, 1842 days 429.7
TCGA-A2-A0YJ-01A 39 years, female, white, stage:Stage IIIA, alive, 566 days 418.5
TCGA-A8-A085-01A 44 years, male, stage:Stage IIB, alive, 1124 days 415.4
TCGA-E9-A54X-01A 85 years, female, white, stage:Stage IA, alive, 727 days 404.3
TCGA-AN-A04D-01A 58 years, female, white, stage:Stage IIB, alive, 52 days 398.0
TCGA-AC-A2BK-01A 78 years, female, black or african american, stage:Stage IIIA, alive, 2222 days 395.1
TCGA-A8-A07R-01A 80 years, female, stage:Stage IIIC, alive, 273 days 385.4
TCGA-E2-A1LS-01A 46 years, female, white, stage:Stage IA, alive, 1604 days 383.8
TCGA-C8-A137-01A 34 years, female, asian, stage:Stage IIB, alive, 379 days 377.2
TCGA-E2-A15S-01A 34 years, female, white, stage:Stage IIB, alive, 428 days 375.9
TCGA-A7-A13E-01A 62 years, female, white, stage:Stage IIB, dead, 614 days 375.0
TCGA-A2-A04R-01A 36 years, female, black or african american, stage:Stage IA, alive, 3709 days 363.7
TCGA-D8-A1JM-01A 59 years, female, white, stage:Stage IIB, alive, 590 days 356.1
TCGA-OL-A66O-01A 39 years, female, black or african american, stage:Stage IIB, alive, 528 days 351.4
TCGA-LL-A6FR-01A 50 years, female, black or african american, stage:Stage IIA, alive, 489 days 351.3
TCGA-AC-A7VB-01A 51 years, female, black or african american, stage:Stage IIA, alive, 250 days 349.8
TCGA-A2-A0D1-01A 76 years, female, white, stage:Stage IIA, alive, 1051 days 329.0
TCGA-B6-A0RL-01A 60 years, female, black or african american, stage:Stage IIA, dead, 2469 days 314.9
TCGA-B6-A0I1-01A 73 years, female, black or african american, stage:Stage IIA, dead, 2361 days 296.9
TCGA-E9-A5UO-01A 41 years, female, white, stage:Stage IIA, alive, 785 days 268.5
TCGA-BH-A0HL-01A 56 years, female, white, stage:Stage IIB, alive, 72 days 267.2
TCGA-AR-A0TP-01A 43 years, female, white, stage:Stage IIA, alive, 4275 days 247.6
TCGA-BH-A0HW-01A 62 years, female, asian, stage:Stage IA, alive, 1561 days 240.6
TCGA-A2-A3XU-01A 35 years, female, black or african american, stage:Stage IIB, dead, 912 days 203.5
TCGA-EW-A6SA-01A 59 years, male, black or african american, stage:Stage II, alive, 510 days 193.5
TCGA-E2-A574-01A 44 years, female, black or african american, stage:Stage IIA, alive, 1179 days 186.6
TCGA-A1-A0SK-01A 54 years, female, asian, stage:Stage IIA, dead, 967 days 164.9
TCGA-EW-A1OX-01A 43 years, female, white, stage:Stage IIA, alive, 911 days 137.5
TCGA-A2-A0CY-01A 63 years, female, white, stage:Stage IIB, alive, 1673 days 113.9
TCGA-A7-A13D-01A 46 years, female, black or african american, stage:Stage IIA, alive, 965 days 110.6
TCGA-A7-A0DC-01A 63 years, female, white, stage:Stage IA, alive, 906 days 49.8
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BREAST INVASIVE CARCINOMA (VALIDATION) - Interactive survival scatter ploti

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

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

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

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

& Survival analysisi

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

CD74 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 pTPM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (pTPM) was examined. The best expression cut-off refers the pTPM 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.

: 1498.96
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 1798.9
Number of samples 50
Samples
Sample Description pTPM
DO228449 27 years, female, NA, stage:2, alive, 4896 days 6149.7
DO228471 28 years, female, NA, stage:2, alive, 1827 days 4402.1
DO228502 27 years, female, NA, stage:1, alive, 164 days 4081.9
DO228439 33 years, female, NA, stage:1, alive, 1845 days 3591.2
DO228383 30 years, female, NA, stage:2, alive, 3975 days 3261.4
DO228516 35 years, female, NA, stage:2, alive, 447 days 3182.1
DO228307 35 years, female, NA, stage:2, alive, 4928 days 2966.3
DO228272 32 years, female, NA, stage:2, alive, 4126 days 2610.7
DO228268 35 years, female, NA, stage:2, alive, 5084 days 2437.2
DO228404 29 years, female, NA, stage:1, alive, 3737 days 2304.3
DO228247 33 years, female, NA, stage:3, dead, 2584 days 2211.1
DO228310 33 years, female, NA, stage:2, dead, 153 days 2000.9
DO228293 28 years, female, NA, stage:2, alive, 4339 days 1997.1
DO228433 34 years, female, NA, stage:3, alive, 1929 days 1990.2
DO228290 31 years, female, NA, stage:2, alive, 4268 days 1972.6
DO228260 32 years, female, NA, stage:2, alive, 3026 days 1909.8
DO228477 33 years, female, NA, stage:3, alive, 2188 days 1892.9
DO228409 31 years, female, NA, stage:1, alive, 4423 days 1883.5
DO228276 32 years, female, NA, stage:2, alive, 4613 days 1868.6
DO228300 35 years, female, NA, stage:2, alive, 952 days 1839.4
DO228266 33 years, female, NA, stage:2, dead, 3785 days 1807.4
DO228509 33 years, female, NA, stage:1, alive, 377 days 1762.7
DO228262 33 years, female, NA, stage:2, alive, 3889 days 1629.6
DO228488 30 years, female, NA, stage:2, alive, 991 days 1602.2
DO228521 32 years, female, NA, stage:1, alive, 287 days 1590.0
DO228350 34 years, female, NA, stage:1, alive, 3069 days 1584.2
DO228319 35 years, female, NA, stage:1, alive, 4716 days 1507.1
DO228256 29 years, female, NA, stage:2, alive, 2312 days 1499.0
DO228246 26 years, female, NA, stage:3, dead, 327 days 1416.2
DO228423 34 years, female, NA, stage:2, alive, 4136 days 1380.3
DO228321 35 years, female, NA, stage:2, dead, 4286 days 1364.2
DO228430 31 years, female, NA, stage:1, alive, 4647 days 1356.6
DO228426 35 years, female, NA, stage:2, alive, 4129 days 1345.7
DO228452 32 years, female, NA, stage:2, dead, 1354 days 1333.9
DO228340 34 years, female, NA, stage:3, dead, 1051 days 1288.7
DO228499 29 years, female, NA, stage:1, alive, 284 days 1272.3
DO228479 27 years, female, NA, stage:2, alive, 1985 days 1252.6
DO228483 34 years, female, NA, stage:0, alive, 1994 days 1201.1
DO228283 33 years, female, NA, stage:3, alive, 5180 days 1192.0
DO229483 34 years, female, NA, stage:0, alive, 299 days 1078.7
DO228455 34 years, female, NA, stage:1, alive, 3115 days 999.2
DO228506 32 years, female, NA, stage:1, alive, 489 days 935.5
DO228356 33 years, female, NA, stage:2, dead, 3732 days 927.8
DO228441 29 years, female, NA, stage:1, dead, 147 days 913.7
DO228427 31 years, female, NA, stage:2, alive, 3995 days 853.2
DO228460 25 years, female, NA, stage:2, alive, 3385 days 640.2
DO228431 32 years, female, NA, stage:2, alive, 2915 days 502.1
DO228453 34 years, female, NA, stage:0, alive, 4157 days 464.9
DO228295 31 years, female, NA, stage:2, dead, 2616 days 383.0
DO228332 33 years, female, NA, stage:2, alive, 4776 days 307.9
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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.

Ascending and descending describe two types of gradient, based on difference in staining intensity between enterocytes in crypts and apical enterocytes.

Ascending - the staining intensity is stronger in apical enterocytes (towards the lumen) compared to enterocytes in the crypts (gland based)

Descending - the staining is weaker in apical enterocytes compared to enterocytes in crypts


Antibody HPA010592

Antibody CAB002506

Antibody CAB079994
 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, in situ
Lobular carcinoma
Lobular carcinoma
Duct carcinoma

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