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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
ANTIBODIES
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VALIDATION
Dictionary
Breast cancer
Human cancer
Breast invasive carcinoma
BREAST INVASIVE CARCINOMA (TCGA) - Interactive survival scatter ploti

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

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

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

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

& Survival analysisi

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

ALDOA is not prognostic in Breast Invasive Carcinoma (TCGA)


Stage:


Survival analysis
Current cut offi

Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.

:
Best expression cut offi

Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .

When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.

: 2378.4
Median expressioni

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

: N/A
Median follow up timei

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

: N/A
P scorei

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

N/A
5-year survival highi

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

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

N/A
5-year survival lowi

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

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

N/A
TCGA RNA samplesi

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

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

Average pTPM 1761.7
Number of samples 1022
Samples
Sample Description pTPM
TCGA-E9-A1R6-01A 63 years, female, white, stage:Stage IIA, alive, 339 days 10708.1
TCGA-AR-A0TW-01A 50 years, female, white, stage:Stage IIIA, alive, 3009 days 8180.2
TCGA-AR-A1AS-01A 54 years, female, asian, stage:Stage IIB, alive, 1150 days 8000.0
TCGA-D8-A1XJ-01A 76 years, female, white, stage:Stage IIIA, alive, 664 days 7346.2
TCGA-E9-A1RC-01A 56 years, female, white, stage:Stage IIIC, alive, 1224 days 7305.8
TCGA-E9-A54X-01A 85 years, female, white, stage:Stage IA, alive, 727 days 7280.3
TCGA-JL-A3YX-01A 46 years, female, asian, stage:Stage IIA, alive, 352 days 6778.0
TCGA-LL-A9Q3-01A 69 years, female, white, stage:Stage IIIC, alive, 532 days 6760.5
TCGA-A1-A0SG-01A 61 years, female, white, stage:Stage IIB, alive, 434 days 6355.6
TCGA-E9-A5UP-01A 63 years, female, white, stage:Stage IIA, alive, 803 days 6131.2
TCGA-AQ-A0Y5-01A 70 years, female, white, stage:Stage IIIA, dead, 172 days 6061.9
TCGA-A2-A4S2-01A 62 years, female, white, stage:Stage IIIA, alive, 643 days 5852.3
TCGA-D8-A1XA-01A 64 years, female, white, stage:Stage IA, alive, 839 days 5721.8
TCGA-A7-A3RF-01A 79 years, female, white, stage:Stage IIA, alive, 408 days 5438.7
TCGA-E9-A1RG-01A 62 years, female, white, stage:Stage IIIA, alive, 647 days 5103.7
TCGA-OL-A5RU-01A 63 years, female, black or african american, stage:Stage IIA, alive, 1219 days 5069.8
TCGA-B6-A0WV-01A 67 years, female, white, stage:Stage IIB, dead, 2417 days 4980.8
TCGA-BH-A6R8-01A 46 years, female, black or african american, stage:Stage IIA, alive, 293 days 4766.2
TCGA-AC-A3EH-01A 79 years, female, white, stage:Stage IIIC, dead, 197 days 4694.5
TCGA-AR-A24R-01A 45 years, female, white, stage:Stage IIIA, alive, 3430 days 4689.8
TCGA-Z7-A8R6-01A 46 years, female, white, stage:Stage I, alive, 3256 days 4647.3
TCGA-E9-A1RH-01A 63 years, female, white, stage:Stage IIA, alive, 1417 days 4623.7
TCGA-B6-A408-01A 55 years, female, black or african american, stage:Stage IIIC, alive, 2072 days 4616.7
TCGA-E9-A2JS-01A 72 years, female, white, stage:Stage IIB, dead, 904 days 4612.2
TCGA-E2-A15F-01A 64 years, female, white, stage:Stage I, alive, 658 days 4571.5
TCGA-E2-A14W-01A 78 years, male, white, stage:Stage IIA, alive, 974 days 4445.9
TCGA-D8-A27G-01A 75 years, female, white, stage:Stage IIA, alive, 409 days 4443.5
TCGA-BH-A18L-01A 50 years, female, white, stage:Stage IIIA, dead, 811 days 4443.3
TCGA-BH-A18U-01A 72 years, female, white, stage:Stage IIIA, dead, 1563 days 4406.9
TCGA-AR-A0U2-01A 47 years, female, white, stage:Stage IIIA, dead, 2551 days 4346.9
TCGA-BH-A0E7-01A 79 years, female, white, stage:Stage IIB, alive, 1363 days 4342.5
TCGA-D8-A1JJ-01A 54 years, female, white, stage:Stage IIA, alive, 611 days 4338.1
TCGA-B6-A0IG-01A 50 years, female, white, stage:Stage IIB, dead, 4456 days 4312.2
TCGA-A7-A6VX-01A 68 years, female, black or african american, stage:Stage IIA, alive, 317 days 4297.3
TCGA-A2-A0YT-01A 56 years, female, white, stage:Stage IIIB, dead, 723 days 4287.0
TCGA-C8-A12O-01A 50 years, female, asian, stage:Stage IIA, alive, 385 days 4216.3
TCGA-AC-A5EH-01A 76 years, female, black or african american, stage:Stage IIB, alive, 511 days 4181.8
TCGA-A8-A09K-01A 68 years, female, stage:Stage IIA, alive, 912 days 4138.6
TCGA-BH-A0DX-01A 62 years, female, white, stage:Stage I, alive, 2156 days 4110.9
TCGA-E2-A153-01A 51 years, female, white, stage:Stage IIB, alive, 707 days 4085.4
TCGA-AR-A0TR-01A 68 years, female, white, stage:Stage IIB, dead, 160 days 4062.7
TCGA-BH-A1FG-01A 88 years, female, white, stage:Stage I, dead, 577 days 4035.1
TCGA-E9-A1NI-01A 51 years, female, white, stage:Stage IIA, alive, 300 days 4023.7
TCGA-E2-A15R-01A 64 years, female, white, stage:Stage IIA, alive, 1732 days 4023.4
TCGA-AN-A0FD-01A 71 years, female, white, stage:Stage IIA, alive, 196 days 3969.9
TCGA-AC-A8OR-01A 75 years, female, white, stage:Stage IA, alive, 40 days 3963.4
TCGA-E2-A1IK-01A 71 years, female, white, stage:Stage IIA, alive, 1800 days 3917.8
TCGA-D8-A1JM-01A 59 years, female, white, stage:Stage IIB, alive, 590 days 3915.9
TCGA-C8-A135-01A 64 years, female, asian, stage:Stage IIB, alive, 393 days 3905.1
TCGA-BH-A1FN-01A 34 years, female, white, stage:Stage IIA, dead, 2192 days 3900.2
TCGA-E2-A15P-01A 61 years, female, white, stage:Stage IA, alive, 595 days 3859.3
TCGA-AN-A0AM-01A 56 years, female, white, stage:Stage IIA, alive, 5 days 3827.1
TCGA-A8-A06Y-01A 66 years, female, stage:Stage IIA, alive, 791 days 3804.6
TCGA-A8-A07Z-01A 85 years, female, stage:Stage IIA, alive, 1371 days 3800.0
TCGA-A2-A04N-01A 66 years, female, white, stage:Stage IA, alive, 4354 days 3799.9
TCGA-E2-A14T-01A 52 years, female, white, stage:Stage IIA, alive, 2311 days 3799.7
TCGA-AN-A0FV-01A 58 years, female, white, stage:Stage IIA, alive, 10 days 3735.3
TCGA-AN-A0FW-01A 67 years, female, white, stage:Stage IIIA, alive, 11 days 3702.7
TCGA-A2-A0YH-01A 53 years, female, white, stage:Stage IIIA, alive, 659 days 3689.2
TCGA-AN-A0FF-01A 32 years, female, white, stage:Stage IA, alive, 172 days 3682.8
TCGA-AR-A1AP-01A 80 years, female, white, stage:Stage I, alive, 2856 days 3650.1
TCGA-EW-A1P6-01A 64 years, female, white, stage:Stage IIB, alive, 562 days 3619.1
TCGA-BH-A0GY-01A 67 years, female, white, stage:Stage IIA, alive, 923 days 3581.5
TCGA-AN-A0XV-01A 67 years, female, white, stage:Stage IIIA, alive, 162 days 3576.2
TCGA-D8-A1JT-01A 70 years, female, white, stage:Stage IIA, alive, 405 days 3561.0
TCGA-A2-A259-01A 70 years, female, black or african american, stage:Stage I, alive, 1596 days 3558.0
TCGA-BH-A0BZ-01A 59 years, female, white, stage:Stage IIIA, alive, 2255 days 3531.4
TCGA-A8-A06T-01A 75 years, female, stage:Stage IIIA, alive, 1614 days 3513.2
TCGA-AC-A23E-01A 50 years, female, white, stage:Stage IIB, alive, 698 days 3508.4
TCGA-BH-A0AU-01A 45 years, female, white, stage:Stage IIA, alive, 1914 days 3500.2
TCGA-E9-A1N6-01A 52 years, female, white, stage:Stage IIB, dead, 678 days 3481.1
TCGA-D8-A1XC-01A 85 years, female, white, stage:Stage IIIB, dead, 377 days 3480.2
TCGA-BH-A0WA-01A 82 years, female, white, stage:Stage I, alive, 701 days 3460.5
TCGA-B6-A0X4-01A 62 years, female, white, stage:Stage IIB, dead, 860 days 3449.9
TCGA-A8-A09B-01A 58 years, female, stage:Stage IIIB, alive, 365 days 3448.9
TCGA-E2-A109-01A 64 years, female, white, stage:Stage IIA, alive, 1417 days 3430.1
TCGA-D8-A1XG-01A 86 years, female, white, stage:Stage IIIB, alive, 448 days 3422.6
TCGA-BH-A0C0-01A 62 years, female, white, stage:Stage IIA, alive, 1270 days 3418.2
TCGA-BH-A0H7-01A 65 years, female, white, stage:Stage IIIA, alive, 702 days 3386.4
TCGA-D8-A1Y2-01A 71 years, female, white, stage:Stage IIA, alive, 433 days 3343.5
TCGA-A8-A075-01A 42 years, female, stage:Stage IIB, alive, 518 days 3339.9
TCGA-A8-A0A1-01A 84 years, female, stage:Stage IIA, alive, 365 days 3326.0
TCGA-A8-A086-01A 59 years, female, stage:Stage IIA, alive, 396 days 3317.4
TCGA-BH-A1FD-01A 68 years, female, white, stage:Stage I, dead, 1009 days 3298.2
TCGA-BH-A0H9-01A 69 years, female, white, stage:Stage IIA, alive, 1247 days 3293.3
TCGA-BH-A0BR-01A 59 years, female, white, stage:Stage I, alive, 2330 days 3290.8
TCGA-BH-A0W4-01A 46 years, female, white, stage:Stage IIA, alive, 759 days 3282.6
TCGA-AR-A5QP-01A 54 years, female, white, stage:Stage IIB, alive, 1185 days 3263.5
TCGA-D8-A1XS-01A 48 years, male, white, stage:Stage IIIC, alive, 496 days 3244.2
TCGA-E2-A156-01A 61 years, female, white, stage:Stage I, alive, 726 days 3240.0
TCGA-EW-A1PF-01A 50 years, female, white, stage:Stage IA, alive, 439 days 3238.4
TCGA-A8-A06P-01A 63 years, female, stage:Stage IIIA, alive, 396 days 3222.7
TCGA-D8-A1JI-01A 54 years, female, white, stage:Stage IIA, alive, 577 days 3222.2
TCGA-BH-A1FR-01A 73 years, female, white, stage:Stage IIIB, dead, 1642 days 3188.3
TCGA-BH-A18S-01A 79 years, female, white, stage:Stage I, dead, 2009 days 3187.8
TCGA-AR-A1AV-01A 68 years, male, white, stage:Stage IIB, alive, 1864 days 3165.3
TCGA-EW-A1OY-01A 63 years, female, white, stage:Stage IIA, alive, 908 days 3147.6
TCGA-C8-A137-01A 34 years, female, asian, stage:Stage IIB, alive, 379 days 3121.1
TCGA-C8-A273-01A 29 years, female, asian, stage:Stage IIB, alive, 513 days 3115.4
TCGA-AO-A0JD-01A 59 years, female, white, stage:Stage IIIA, alive, 2190 days 3104.6
TCGA-AC-A8OP-01A 72 years, female, black or african american, stage:Stage IA, alive, 614 days 3104.6
TCGA-D8-A1XY-01A 74 years, female, white, stage:Stage IIA, alive, 503 days 3103.5
TCGA-BH-A0HQ-01A 56 years, female, white, stage:Stage IIA, alive, 1121 days 3103.0
TCGA-D8-A27R-01A 41 years, female, white, stage:Stage IIIC, alive, 307 days 3100.0
TCGA-A8-A07R-01A 80 years, female, stage:Stage IIIC, alive, 273 days 3089.0
TCGA-AN-A0FK-01A 88 years, female, white, stage:Stage IIIB, alive, 213 days 3069.5
TCGA-A8-A06Q-01A 63 years, female, stage:Stage IIIA, alive, 31 days 3066.1
TCGA-AQ-A1H2-01A 84 years, female, white, stage:Stage IIIA, alive, 475 days 3039.2
TCGA-3C-AALI-01A 50 years, female, black or african american, stage:Stage IIB, alive, 4005 days 3036.9
TCGA-BH-A0DZ-01A 43 years, female, white, stage:Stage IIB, alive, 495 days 3031.5
TCGA-AR-A1AU-01A 39 years, female, white, stage:Stage IIIA, alive, 2868 days 3022.1
TCGA-A8-A093-01A 61 years, female, stage:Stage IIA, alive, 546 days 3017.1
TCGA-E2-A14Q-01A 50 years, female, white, stage:Stage IIB, alive, 1163 days 2996.8
TCGA-A8-A06Z-01A 84 years, female, stage:Stage IIB, alive, 31 days 2957.6
TCGA-B6-A0RL-01A 60 years, female, black or african american, stage:Stage IIA, dead, 2469 days 2956.3
TCGA-C8-A12U-01A 46 years, female, asian, stage:Stage IIB, alive, 385 days 2955.4
TCGA-E9-A22H-01A 42 years, female, white, stage:Stage IIB, alive, 1232 days 2950.8
TCGA-AN-A0XR-01A 55 years, female, white, stage:Stage IIIA, alive, 10 days 2949.3
TCGA-AN-A03X-01A 74 years, female, white, stage:Stage IIA, alive, 10 days 2946.4
TCGA-B6-A0I9-01A 62 years, female, white, stage:Stage IV, dead, 362 days 2943.3
TCGA-E2-A107-01A 54 years, female, white, stage:Stage IIIA, alive, 1047 days 2936.6
TCGA-A8-A09N-01A 57 years, female, stage:Stage IIIC, alive, 31 days 2935.5
TCGA-A8-A07W-01A 76 years, female, stage:Stage IV, alive, 304 days 2922.3
TCGA-A8-A08A-01A 89 years, female, stage:Stage I, alive, 30 days 2922.2
TCGA-AN-A049-01A 62 years, female, white, stage:Stage IIA, alive, 19 days 2908.9
TCGA-OL-A5D8-01A 40 years, female, black or african american, stage:Stage IIB, alive, 973 days 2908.6
TCGA-B6-A2IU-01A 62 years, female, white, stage:Stage IIA, alive, 5176 days 2898.1
TCGA-EW-A1P4-01A 43 years, female, white, stage:Stage IIA, alive, 907 days 2883.8
TCGA-C8-A26Z-01A 59 years, female, asian, stage:Stage IIA, alive, 470 days 2849.0
TCGA-LL-A7T0-01A 70 years, female, black or african american, stage:Stage IIB, alive, 376 days 2848.4
TCGA-A2-A1G0-01A 49 years, female, white, stage:Stage IIB, alive, 616 days 2837.7
TCGA-A2-A4S3-01A 59 years, female, black or african american, stage:Stage IIB, alive, 666 days 2836.9
TCGA-EW-A1PA-01A 59 years, female, white, stage:Stage IIB, alive, 575 days 2834.7
TCGA-A2-A0SV-01A 63 years, female, white, stage:Stage IV, dead, 825 days 2819.8
TCGA-AN-A0XO-01A 59 years, female, white, stage:Stage IIIA, alive, 375 days 2813.8
TCGA-A8-A08G-01A 41 years, female, stage:Stage IIA, alive, 607 days 2811.4
TCGA-C8-A1HN-01A 56 years, female, asian, stage:Stage IIA, alive, 394 days 2796.6
TCGA-E2-A14U-01A 74 years, female, white, stage:Stage I, alive, 1318 days 2789.8
TCGA-D8-A13Y-01A 52 years, female, white, stage:Stage IA, alive, 1728 days 2780.6
TCGA-AO-A1KQ-01A 84 years, male, white, stage:Stage IIIB, alive, 1882 days 2776.7
TCGA-C8-A12N-01A 58 years, female, asian, stage:Stage IIA, alive, 358 days 2771.4
TCGA-C8-A26V-01A 47 years, female, asian, stage:Stage IIIA, alive, 616 days 2760.3
TCGA-BH-A1EV-01A 45 years, female, white, stage:Stage IIIA, dead, 365 days 2753.2
TCGA-E9-A1RB-01A 40 years, female, white, stage:Stage IIA, dead, 976 days 2748.6
TCGA-A2-A0CW-01A 67 years, female, white, stage:Stage IIB, alive, 3283 days 2740.4
TCGA-AR-A24V-01A 52 years, female, white, stage:Stage IIB, alive, 3203 days 2736.7
TCGA-D8-A3Z6-01A 56 years, female, white, stage:Stage IIIC, alive, 563 days 2735.3
TCGA-S3-AA12-01A 82 years, female, black or african american, stage:Stage IIIA, alive, 574 days 2723.5
TCGA-D8-A1X8-01A 62 years, female, white, stage:Stage IIIA, alive, 783 days 2723.4
TCGA-C8-A12Z-01A 45 years, female, asian, stage:Stage IIB, alive, 382 days 2711.6
TCGA-D8-A143-01A 51 years, female, white, stage:Stage IIA, alive, 431 days 2702.8
TCGA-GM-A2DC-01A 57 years, female, white, stage:Stage IIA, alive, 2535 days 2690.1
TCGA-E9-A1N5-01A 45 years, female, white, stage:Stage IIB, alive, 1120 days 2688.4
TCGA-A8-A08B-01A 52 years, female, stage:Stage IIA, alive, 1156 days 2686.4
TCGA-AN-A0AS-01A 70 years, female, white, stage:Stage IIIA, alive, 10 days 2679.5
TCGA-AO-A12B-01A 63 years, female, white, stage:Stage IIA, alive, 2989 days 2675.4
TCGA-D8-A1X5-01A 81 years, female, white, stage:Stage IIIC, alive, 565 days 2673.4
TCGA-BH-A202-01A 60 years, female, white, stage:Stage II, alive, 795 days 2672.1
TCGA-BH-A0H0-01A 69 years, female, white, stage:Stage IA, alive, 461 days 2664.3
TCGA-AO-A0J7-01A 71 years, female, white, stage:Stage IIB, alive, 618 days 2663.4
TCGA-E2-A15C-01A 61 years, female, white, stage:Stage I, alive, 694 days 2657.8
TCGA-E2-A14V-01A 53 years, female, white, stage:Stage IIB, alive, 1042 days 2650.5
TCGA-BH-A203-01A 78 years, female, white, stage:Stage IIB, dead, 1174 days 2645.4
TCGA-A8-A06O-01A 60 years, female, stage:Stage I, alive, 396 days 2645.0
TCGA-D8-A1J8-01A 77 years, female, white, stage:Stage IIB, alive, 431 days 2634.8
TCGA-AC-A2FB-01A 65 years, female, white, stage:Stage IIA, alive, 1234 days 2632.5
TCGA-A8-A08L-01A 89 years, female, stage:Stage IIIA, dead, 30 days 2623.6
TCGA-EW-A1P5-01A 77 years, female, white, stage:Stage IIB, alive, 703 days 2622.8
TCGA-E2-A155-01A 58 years, female, white, stage:Stage IIB, alive, 640 days 2622.8
TCGA-A7-A13H-01A 61 years, female, white, stage:Stage IIB, alive, 899 days 2619.2
TCGA-AO-A03O-01A 69 years, female, black or african american, stage:Stage IIA, dead, 2483 days 2618.2
TCGA-BH-A0BP-01A 76 years, female, white, stage:Stage I, dead, 2296 days 2609.1
TCGA-BH-A0B8-01A 64 years, female, white, stage:Stage I, alive, 1569 days 2608.8
TCGA-BH-A0EE-01A 68 years, female, white, stage:Stage IIB, alive, 943 days 2587.5
TCGA-AN-A0AT-01A 62 years, female, white, stage:Stage IIA, alive, 10 days 2580.1
TCGA-A8-A08T-01A 64 years, female, stage:Stage IV, dead, 3409 days 2574.9
TCGA-C8-A12P-01A 55 years, female, asian, stage:Stage IIB, alive, 358 days 2572.2
TCGA-E9-A1R4-01A 66 years, female, white, stage:Stage IA, alive, 186 days 2572.0
TCGA-AN-A0AJ-01A 79 years, female, white, stage:Stage IIB, alive, 303 days 2559.9
TCGA-A8-A082-01A 58 years, female, stage:Stage IIB, alive, 549 days 2557.5
TCGA-A2-A0T2-01A 66 years, female, white, stage:Stage IV, dead, 255 days 2557.2
TCGA-E2-A1IN-01A 60 years, female, white, stage:Stage I, alive, 675 days 2544.3
TCGA-D8-A27V-01A 62 years, female, white, stage:Stage IIA, alive, 381 days 2540.7
TCGA-A8-A08F-01A 59 years, female, stage:Stage IIIC, alive, 1004 days 2534.0
TCGA-A2-A1FW-01A 62 years, female, white, stage:Stage IIIA, alive, 528 days 2531.9
TCGA-A2-A0EU-01A 79 years, female, white, stage:Stage IA, alive, 1043 days 2529.5
TCGA-AN-A0XP-01A 69 years, female, white, stage:Stage IIIA, alive, 9 days 2528.8
TCGA-A1-A0SI-01A 52 years, female, white, stage:Stage IIB, alive, 635 days 2516.2
TCGA-A8-A07P-01A 68 years, female, stage:Stage IIB, alive, 334 days 2498.9
TCGA-D8-A1X6-01A 80 years, female, white, stage:Stage IIIA, alive, 541 days 2492.6
TCGA-C8-A12W-01A 49 years, female, asian, stage:Stage IIIB, alive, 385 days 2481.3
TCGA-C8-A12L-01A 67 years, female, asian, stage:Stage IIA, alive, 363 days 2472.4
TCGA-D8-A27P-01A 64 years, female, white, stage:Stage IA, alive, 49 days 2470.7
TCGA-D8-A27E-01A 66 years, female, white, stage:Stage IA, alive, 530 days 2458.0
TCGA-D8-A1J9-01A 48 years, female, white, stage:Stage IA, alive, 532 days 2451.4
TCGA-AC-A2QI-01A 76 years, female, white, stage:Stage IIIA, alive, 588 days 2450.1
TCGA-EW-A2FR-01A 59 years, female, black or african american, stage:Stage IIIC, alive, 1673 days 2447.4
TCGA-AN-A0XU-01A 54 years, female, white, stage:Stage IIA, alive, 10 days 2437.1
TCGA-A8-A09T-01A 68 years, female, stage:'--, alive, 579 days 2427.1
TCGA-BH-A0AY-01A 62 years, female, white, stage:Stage IIA, alive, 777 days 2425.8
TCGA-D8-A27W-01A 55 years, female, white, stage:Stage IIIB, alive, 373 days 2417.3
TCGA-B6-A0WZ-01A 50 years, female, black or african american, stage:Stage II, alive, 6292 days 2415.5
TCGA-C8-A12Y-01A 44 years, female, asian, stage:Stage IIB, alive, 1476 days 2413.6
TCGA-E9-A295-01A 71 years, female, white, stage:Stage IIA, alive, 375 days 2412.8
TCGA-AR-A24W-01A 55 years, female, white, stage:Stage IIB, alive, 1550 days 2408.1
TCGA-E9-A1N3-01A 70 years, female, white, stage:Stage IIIA, alive, 1059 days 2407.7
TCGA-BH-A1F5-01A 62 years, female, white, stage:Stage IIA, dead, 2712 days 2403.3
TCGA-AO-A03L-01A 34 years, female, asian, stage:Stage IIIA, alive, 2442 days 2395.9
TCGA-BH-A0HI-01A 78 years, female, white, stage:Stage IA, alive, 620 days 2393.7
TCGA-BH-A1EN-01A 78 years, female, white, stage:Stage IIA, dead, 2127 days 2382.4
TCGA-E9-A1NF-01A 60 years, female, white, stage:Stage IIA, dead, 1072 days 2378.4
TCGA-A8-A091-01A 61 years, female, stage:Stage IIA, alive, 1004 days 2378.0
TCGA-B6-A0IA-01A 51 years, female, white, stage:Stage IIA, alive, 8391 days 2375.6
TCGA-AR-A0TX-01A 64 years, female, stage:Stage IIA, alive, 1972 days 2362.7
TCGA-A8-A099-01A 76 years, female, stage:Stage X, alive, 304 days 2356.9
TCGA-A2-A0YC-01A 59 years, female, white, stage:Stage IIB, alive, 990 days 2348.1
TCGA-C8-A8HP-01A 59 years, female, asian, stage:Stage IIIA, alive, 396 days 2346.7
TCGA-AN-A03Y-01A 66 years, female, white, stage:Stage IIA, alive, 10 days 2344.9
TCGA-OL-A97C-01A 67 years, female, black or african american, stage:Stage IIB, alive, 271 days 2334.0
TCGA-A8-A07L-01A 58 years, female, stage:Stage IIIA, alive, 975 days 2322.6
TCGA-AR-A2LK-01A 62 years, female, white, stage:Stage III, dead, 1649 days 2320.7
TCGA-BH-A0W5-01A 77 years, female, white, stage:Stage IIA, alive, 1288 days 2320.0
TCGA-B6-A0RM-01A 57 years, female, black or african american, stage:Stage X, dead, 2373 days 2314.0
TCGA-E2-A1B0-01A 50 years, female, white, stage:Stage IIIA, alive, 1631 days 2313.9
TCGA-MS-A51U-01A 44 years, female, white, stage:Stage IIB, alive, 681 days 2301.4
TCGA-S3-AA11-01A 67 years, female, black or african american, stage:Stage IIA, alive, 421 days 2298.3
TCGA-E2-A15E-01A 40 years, female, white, stage:Stage IIA, alive, 630 days 2293.2
TCGA-B6-A0RI-01A 44 years, female, white, stage:Stage IIIB, alive, 7126 days 2288.5
TCGA-A2-A0CP-01A 60 years, female, white, stage:Stage IA, alive, 2813 days 2287.5
TCGA-AO-A12E-01A 51 years, female, white, stage:Stage IIB, alive, 2142 days 2285.0
TCGA-E2-A152-01A 56 years, female, white, stage:Stage I, alive, 2128 days 2279.0
TCGA-A7-A0CE-01A 57 years, female, white, stage:Stage IIA, alive, 1074 days 2275.8
TCGA-B6-A0IK-01A 63 years, female, white, stage:Stage IIIB, dead, 571 days 2275.3
TCGA-B6-A1KI-01A 63 years, female, white, stage:Stage I, alive, 2236 days 2271.6
TCGA-E2-A1LL-01A 73 years, female, black or african american, stage:Stage IIIA, alive, 1309 days 2265.4
TCGA-BH-A0W7-01A 49 years, female, white, stage:Stage I, alive, 1363 days 2264.4
TCGA-E9-A1RD-01A 67 years, female, white, stage:Stage IIA, alive, 34 days 2251.6
TCGA-D8-A1XU-01A 56 years, female, white, stage:Stage IA, alive, 395 days 2251.6
TCGA-A2-A0CX-01A 52 years, female, white, stage:Stage IIA, alive, 1728 days 2250.5
TCGA-A2-A4S1-01A 66 years, female, white, stage:Stage IIA, alive, 820 days 2245.8
TCGA-AR-A1AK-01A 70 years, female, white, stage:Stage I, alive, 3159 days 2241.0
TCGA-A7-A4SE-01A 54 years, female, black or african american, stage:Stage IIA, alive, 644 days 2236.5
TCGA-A2-A1G4-01A 71 years, female, white, stage:Stage IIIA, alive, 595 days 2234.8
TCGA-EW-A2FV-01A 39 years, female, white, stage:Stage IIIC, alive, 788 days 2225.1
TCGA-A7-A4SF-01A 54 years, female, black or african american, stage:Stage IIA, alive, 545 days 2222.7
TCGA-A8-A08Z-01A 76 years, female, stage:'--, alive, 1217 days 2221.9
TCGA-E2-A15K-01A 58 years, female, white, stage:Stage IIB, alive, 275 days 2217.7
TCGA-BH-A18R-01A 50 years, female, white, stage:Stage IIA, dead, 1142 days 2217.6
TCGA-C8-A1HM-01A 74 years, female, asian, stage:Stage IIA, alive, 375 days 2214.0
TCGA-A8-A076-01A 66 years, female, stage:Stage IIA, alive, 1642 days 2194.3
TCGA-A8-A06X-01A 77 years, female, stage:Stage IIB, dead, 943 days 2192.9
TCGA-E2-A106-01A 34 years, female, asian, stage:Stage IB, alive, 2541 days 2189.0
TCGA-AO-A125-01A 72 years, female, black or african american, stage:Stage IIA, alive, 3456 days 2184.4
TCGA-B6-A0RO-01A 71 years, female, white, stage:Stage IIIB, alive, 4929 days 2179.0
TCGA-B6-A0RH-01A 51 years, female, black or african american, stage:Stage IIA, dead, 6456 days 2166.7
TCGA-AO-A12H-01A 69 years, female, black or african american, stage:Stage IIA, alive, 1234 days 2166.5
TCGA-E2-A1BC-01A 63 years, female, stage:Stage IA, alive, 501 days 2165.4
TCGA-LL-A8F5-01A 61 years, female, black or african american, stage:Stage IIA, alive, 596 days 2165.2
TCGA-BH-A0C3-01A 47 years, female, white, stage:Stage I, alive, 2709 days 2164.2
TCGA-E2-A10B-01A 67 years, female, white, stage:Stage IIB, alive, 1141 days 2160.0
TCGA-E2-A1IU-01A 60 years, female, white, stage:Stage IA, alive, 337 days 2159.6
TCGA-BH-A0HB-01A 55 years, female, white, stage:Stage IA, alive, 806 days 2159.2
TCGA-BH-A18N-01A 88 years, female, white, stage:Stage IIA, dead, 468 days 2157.5
TCGA-BH-A18H-01A 63 years, female, white, stage:Stage IA, alive, 652 days 2154.9
TCGA-AN-A0AK-01A 76 years, female, white, stage:Stage IIA, alive, 224 days 2154.3
TCGA-C8-A132-01A 56 years, female, asian, stage:Stage IIB, alive, 383 days 2151.7
TCGA-BH-A0H6-01A 82 years, female, white, stage:Stage I, alive, 747 days 2149.5
TCGA-EW-A1J1-01A 38 years, female, white, stage:Stage IIB, alive, 575 days 2147.3
TCGA-V7-A7HQ-01A 75 years, female, black or african american, stage:Stage IIIA, alive, 2033 days 2146.8
TCGA-C8-A1HI-01A 40 years, female, asian, stage:Stage IIIA, alive, 343 days 2141.6
TCGA-E2-A14P-01A 79 years, female, white, stage:Stage IIIC, alive, 1246 days 2139.6
TCGA-OL-A6VQ-01A 49 years, female, white, stage:Stage IIA, alive, 600 days 2138.5
TCGA-EW-A6SA-01A 59 years, male, black or african american, stage:Stage II, alive, 510 days 2136.7
TCGA-AR-A5QM-01A 62 years, female, white, stage:Stage IIA, alive, 2231 days 2126.6
TCGA-E2-A15G-01A 76 years, female, white, stage:Stage IIA, alive, 554 days 2120.1
TCGA-AO-A0J8-01A 61 years, female, white, stage:Stage IIA, alive, 680 days 2117.2
TCGA-E2-A1LG-01A 50 years, female, black or african american, stage:Stage IIA, alive, 1523 days 2116.0
TCGA-A7-A0CD-01A 66 years, female, white, stage:Stage I, alive, 1165 days 2111.9
TCGA-A8-A09R-01A 82 years, female, stage:Stage IIB, alive, 273 days 2111.0
TCGA-E2-A14Y-01A 35 years, female, white, stage:Stage IIA, alive, 2109 days 2108.2
TCGA-A2-A4S0-01A 77 years, female, white, stage:Stage IIA, alive, 706 days 2105.2
TCGA-A2-A3KD-01A 47 years, female, white, stage:Stage IIIA, alive, 1206 days 2104.2
TCGA-A2-A4RX-01A 67 years, female, black or african american, stage:Stage IIA, alive, 742 days 2100.0
TCGA-BH-A18M-01A 39 years, female, white, stage:Stage IIIA, dead, 2207 days 2092.2
TCGA-BH-A0B1-01A 66 years, female, white, stage:Stage IIB, alive, 1148 days 2085.5
TCGA-E9-A1R5-01A 63 years, female, white, stage:Stage IA, alive, 92 days 2084.4
TCGA-EW-A2FW-01A 52 years, female, white, stage:Stage IIA, alive, 672 days 2081.8
TCGA-A8-A08O-01A 45 years, female, stage:Stage IV, alive, 943 days 2081.7
TCGA-A8-A079-01A 69 years, female, stage:Stage IIIB, alive, 274 days 2079.2
TCGA-AC-A2FG-01A 79 years, female, white, stage:Stage IIB, alive, 1853 days 2078.3
TCGA-A8-A0A4-01A 73 years, female, stage:Stage IIA, alive, 396 days 2070.5
TCGA-A8-A09W-01A 70 years, female, stage:Stage IIIB, alive, 30 days 2068.3
TCGA-AR-A254-01A 50 years, female, white, stage:Stage IIIA, alive, 2605 days 2067.6
TCGA-A7-A425-01A 70 years, female, white, stage:Stage IIIC, alive, 447 days 2052.5
TCGA-BH-A0HW-01A 62 years, female, asian, stage:Stage IA, alive, 1561 days 2050.1
TCGA-E2-A154-01A 68 years, female, white, stage:Stage I, alive, 591 days 2046.1
TCGA-B6-A0WW-01A 58 years, female, black or african american, stage:Stage X, dead, 558 days 2042.8
TCGA-A7-A6VV-01A 51 years, female, black or african american, stage:Stage IIA, alive, 313 days 2039.5
TCGA-BH-A0HU-01A 52 years, female, white, stage:Stage IA, alive, 392 days 2039.1
TCGA-A8-A092-01A 48 years, female, stage:Stage IIIA, alive, 942 days 2035.9
TCGA-UL-AAZ6-01A 73 years, female, black or african american, stage:Stage IIA, alive, 518 days 2021.9
TCGA-GI-A2C8-01A 63 years, female, white, stage:Stage IIIB, alive, 225 days 2020.9
TCGA-A2-A0EN-01A 70 years, female, white, stage:Stage IIA, alive, 4088 days 2020.6
TCGA-A8-A0AB-01A 54 years, female, stage:Stage IIA, alive, 518 days 2009.7
TCGA-D8-A27I-01A 58 years, female, white, stage:Stage IIIA, alive, 439 days 2007.4
TCGA-AO-A0J2-01A 41 years, female, white, stage:Stage IA, alive, 997 days 2005.5
TCGA-E2-A1L9-01A 40 years, female, white, stage:Stage IIA, alive, 598 days 2005.2
TCGA-E9-A1NG-01A 62 years, female, white, stage:Stage IIA, dead, 786 days 2001.8
TCGA-A1-A0SJ-01A 39 years, female, black or african american, stage:Stage IIIA, alive, 416 days 1999.0
TCGA-A7-A26H-01A 72 years, female, white, stage:Stage IIA, alive, 724 days 1998.4
TCGA-EW-A1OZ-01A 56 years, female, black or african american, stage:Stage IIA, alive, 1229 days 1982.7
TCGA-AO-A0JF-01A 68 years, female, white, stage:Stage IIA, alive, 1980 days 1975.8
TCGA-A1-A0SN-01A 50 years, female, white, stage:Stage IIA, alive, 1196 days 1973.3
TCGA-AC-A8OS-01A 71 years, female, white, stage:Stage IIA, alive, 70 days 1962.4
TCGA-D8-A1JA-01A 60 years, female, white, stage:'--, alive, 502 days 1958.1
TCGA-D8-A27L-01A 49 years, female, white, stage:Stage IIIA, alive, 499 days 1953.8
TCGA-A7-A5ZV-01A 62 years, female, black or african american, stage:Stage IIA, alive, 368 days 1948.8
TCGA-A2-A0T0-01A 59 years, female, white, stage:Stage IIB, alive, 533 days 1948.7
TCGA-D8-A1XD-01A 36 years, female, white, stage:Stage IIIA, alive, 522 days 1945.1
TCGA-AN-A0FY-01A 55 years, female, white, stage:Stage IA, alive, 10 days 1934.9
TCGA-BH-A2L8-01A 45 years, female, white, stage:Stage IIA, alive, 612 days 1931.3
TCGA-A8-A0A9-01A 80 years, female, stage:Stage IIA, alive, 822 days 1927.2
TCGA-E9-A1R2-01A 51 years, female, white, stage:Stage IIIC, alive, 1063 days 1923.9
TCGA-A2-A0D3-01A 42 years, female, white, stage:Stage IA, alive, 1873 days 1919.2
TCGA-AR-A0TQ-01A 27 years, female, white, stage:Stage IIIA, alive, 2991 days 1917.0
TCGA-GM-A2DI-01A 52 years, female, white, stage:Stage I, alive, 2590 days 1913.7
TCGA-AR-A0TT-01A 53 years, female, black or african american, stage:Stage IIIA, alive, 3316 days 1913.0
TCGA-A8-A08P-01A 70 years, female, stage:Stage IIIA, alive, 943 days 1912.0
TCGA-BH-A1FB-01A 60 years, female, white, stage:Stage IIB, dead, 3669 days 1910.4
TCGA-A8-A0A7-01A 57 years, female, stage:Stage IIB, alive, 30 days 1910.2
TCGA-EW-A1PE-01A 56 years, female, white, stage:Stage IIA, alive, 320 days 1910.1
TCGA-AC-A2BM-01A 41 years, female, black or african american, stage:Stage IIB, alive, 3022 days 1909.4
TCGA-B6-A40B-01A 76 years, female, white, stage:Stage I, alive, 3152 days 1908.6
TCGA-JL-A3YW-01A 49 years, female, asian, stage:Stage IIB, alive, 360 days 1907.4
TCGA-LD-A74U-01A 79 years, female, white, stage:Stage IIIC, alive, 402 days 1895.2
TCGA-AC-A62V-01A 58 years, male, black or african american, stage:Stage IV, dead, 348 days 1892.5
TCGA-A8-A07S-01A 73 years, female, stage:Stage IIA, alive, 243 days 1888.7
TCGA-B6-A0X0-01A 54 years, female, white, stage:Stage I, dead, 3945 days 1888.1
TCGA-OL-A5DA-01A 61 years, female, white, stage:Stage IIA, alive, 1783 days 1886.9
TCGA-A7-A6VY-01A 48 years, female, black or african american, stage:Stage IIB, alive, 266 days 1884.2
TCGA-BH-A1EW-01A 38 years, female, white, stage:Stage IIA, dead, 1694 days 1883.6
TCGA-A7-A0DC-01A 63 years, female, white, stage:Stage IA, alive, 906 days 1883.4
TCGA-D8-A1JS-01A 77 years, female, white, stage:Stage IA, alive, 371 days 1876.6
TCGA-E2-A15T-01A 65 years, female, white, stage:Stage IIA, alive, 1563 days 1873.9
TCGA-A8-A084-01A 81 years, female, stage:Stage IIB, alive, 458 days 1870.5
TCGA-GM-A3XL-01A 49 years, female, black or african american, stage:Stage IIA, alive, 2108 days 1868.9
TCGA-AR-A255-01A 62 years, female, white, stage:Stage I, alive, 2161 days 1867.0
TCGA-A7-A0CH-01A 79 years, female, white, stage:Stage IIA, alive, 1079 days 1862.1
TCGA-BH-A8FZ-01A 58 years, female, white, stage:Stage IA, alive, 574 days 1859.8
TCGA-E9-A22B-01A 71 years, female, white, stage:Stage IA, alive, 1167 days 1859.5
TCGA-B6-A401-01A 47 years, female, black or african american, stage:Stage IIA, alive, 2596 days 1858.2
TCGA-E9-A249-01A 45 years, female, white, stage:Stage IIA, alive, 217 days 1858.1
TCGA-AR-A24Q-01A 49 years, female, white, stage:Stage IIB, alive, 3172 days 1857.4
TCGA-BH-A1EY-01A 79 years, female, white, stage:Stage IIA, dead, 538 days 1856.8
TCGA-A7-A0CJ-01A 57 years, female, white, stage:Stage IIA, alive, 931 days 1854.5
TCGA-D8-A27F-01A 40 years, female, white, stage:Stage IIA, alive, 488 days 1851.3
TCGA-AN-A0XS-01A 63 years, female, white, stage:Stage IIIA, alive, 10 days 1850.4
TCGA-D8-A13Z-01A 51 years, female, white, stage:'--, alive, 635 days 1846.3
TCGA-LL-A6FQ-01A 77 years, female, black or african american, stage:Stage IIIA, alive, 80 days 1843.8
TCGA-A2-A0YG-01A 63 years, female, white, stage:Stage IIIC, alive, 666 days 1841.5
TCGA-GM-A2DM-01A 57 years, female, white, stage:Stage IIA, alive, 3226 days 1838.7
TCGA-E2-A15H-01A 38 years, female, white, stage:Stage IIA, alive, 393 days 1836.0
TCGA-A2-A0ET-01A 58 years, female, white, stage:Stage IIIA, alive, 1066 days 1833.8
TCGA-E9-A1RF-01A 68 years, female, white, stage:Stage IIIA, alive, 200 days 1833.2
TCGA-A2-A0CU-01A 73 years, female, white, stage:Stage IIA, dead, 158 days 1832.3
TCGA-BH-A0B3-01A 53 years, female, white, stage:Stage IIB, alive, 1203 days 1831.4
TCGA-E2-A108-01A 64 years, female, white, stage:Stage IIIA, alive, 837 days 1830.0
TCGA-A7-A4SA-01A 40 years, female, white, stage:Stage IIB, alive, 454 days 1824.4
TCGA-AC-A3W7-01A 66 years, female, white, stage:Stage IIB, alive, 471 days 1820.9
TCGA-D8-A1JD-01A 41 years, female, white, stage:Stage IIB, alive, 552 days 1818.8
TCGA-BH-A0HF-01A 77 years, female, white, stage:Stage IA, alive, 727 days 1808.4
TCGA-AN-A04A-01A 36 years, female, white, stage:Stage IIIA, alive, 90 days 1807.0
TCGA-B6-A0X1-01A 48 years, female, white, stage:'--, dead, 7455 days 1785.5
TCGA-AO-A1KT-01A 78 years, female, white, stage:Stage IIA, alive, 541 days 1781.5
TCGA-D8-A1XB-01A 62 years, female, white, stage:Stage IIB, alive, 552 days 1775.5
TCGA-E2-A2P5-01A 78 years, female, black or african american, stage:Stage IIIC, dead, 821 days 1771.8
TCGA-A8-A09A-01A 40 years, female, stage:Stage X, alive, 304 days 1771.7
TCGA-A8-A06R-01A 69 years, female, stage:Stage IIB, alive, 547 days 1770.6
TCGA-AR-A2LH-01A 55 years, female, white, stage:Stage III, dead, 616 days 1766.6
TCGA-AN-A0FJ-01A 59 years, female, white, stage:Stage IV, alive, 242 days 1764.8
TCGA-D8-A141-01A 40 years, female, white, stage:'--, alive, 626 days 1764.7
TCGA-BH-A18F-01A 50 years, female, white, stage:Stage IIA, alive, 1001 days 1762.6
TCGA-AR-A1AY-01A 65 years, female, white, stage:Stage I, alive, 1026 days 1761.7
TCGA-AN-A0G0-01A 56 years, female, white, stage:Stage IIA, alive, 16 days 1760.6
TCGA-AR-A1AX-01A 64 years, female, white, stage:Stage I, alive, 2629 days 1760.6
TCGA-BH-A0DT-01A 41 years, female, white, stage:Stage IIA, alive, 2403 days 1758.0
TCGA-BH-A0HX-01A 54 years, female, white, stage:Stage IIB, alive, 829 days 1757.8
TCGA-EW-A6S9-01A 34 years, female, black or african american, stage:Stage IIA, alive, 463 days 1743.6
TCGA-AR-A5QQ-01A 68 years, female, white, stage:Stage IIIA, dead, 322 days 1740.7
TCGA-D8-A1XQ-01A 69 years, female, white, stage:Stage IIA, alive, 499 days 1740.3
TCGA-AC-A62Y-01A 79 years, female, white, stage:Stage IIB, alive, 530 days 1740.2
TCGA-AN-A0FL-01A 62 years, female, white, stage:Stage IIA, alive, 231 days 1740.0
TCGA-AC-A6NO-01A 43 years, female, black or african american, stage:Stage IIB, alive, 51 days 1739.9
TCGA-D8-A1X7-01A 40 years, female, white, stage:Stage IIA, alive, 509 days 1739.9
TCGA-B6-A0I8-01A 46 years, female, white, stage:Stage X, dead, 749 days 1733.4
TCGA-BH-A0HL-01A 56 years, female, white, stage:Stage IIB, alive, 72 days 1733.1
TCGA-BH-A0B5-01A 40 years, female, white, stage:Stage IIIA, alive, 2136 days 1732.5
TCGA-C8-A26X-01A 58 years, female, asian, stage:Stage IIA, alive, 376 days 1732.4
TCGA-3C-AAAU-01A 55 years, female, white, stage:Stage X, alive, 4047 days 1730.5
TCGA-A2-A0CS-01A 73 years, female, white, stage:Stage IV, dead, 2348 days 1717.9
TCGA-AC-A2FO-01A 65 years, female, white, stage:Stage IIB, alive, 2255 days 1712.4
TCGA-EW-A6SC-01A 60 years, female, black or african american, stage:Stage IIA, alive, 952 days 1708.4
TCGA-AR-A1AM-01A 52 years, female, white, stage:Stage IIIA, alive, 2991 days 1706.7
TCGA-AR-A24P-01A 47 years, female, white, stage:Stage I, alive, 84 days 1702.1
TCGA-A8-A09E-01A 73 years, female, stage:Stage IIIB, alive, 1492 days 1699.5
TCGA-D8-A27N-01A 36 years, female, white, stage:Stage IIIA, alive, 519 days 1698.0
TCGA-AO-A0JE-01A 53 years, female, black or african american, stage:Stage IIIA, alive, 2335 days 1696.5
TCGA-AN-A0XN-01A 68 years, female, white, stage:Stage IIIA, alive, 10 days 1692.4
TCGA-LL-A50Y-01A 84 years, female, white, stage:Stage IIA, alive, 762 days 1691.6
TCGA-BH-A0EB-01A 69 years, female, white, stage:Stage IA, alive, 745 days 1691.1
TCGA-A2-A0EV-01A 80 years, female, white, stage:Stage IA, alive, 968 days 1686.2
TCGA-UU-A93S-01A 63 years, female, black or african american, stage:Stage IV, dead, 116 days 1681.9
TCGA-A8-A09X-01A 62 years, female, stage:Stage IIIC, dead, 426 days 1680.6
TCGA-S3-AA14-01A 47 years, female, black or african american, stage:Stage I, alive, 529 days 1679.3
TCGA-A2-A25E-01A 34 years, female, black or african american, stage:Stage IIIA, alive, 3204 days 1677.5
TCGA-OK-A5Q2-01A 59 years, female, stage:Stage II, alive, 64 days 1674.3
TCGA-OL-A6VR-01A 48 years, female, black or african american, stage:Stage IA, alive, 1220 days 1668.9
TCGA-E9-A24A-01A 69 years, female, white, stage:Stage IIA, alive, 747 days 1668.8
TCGA-AR-A0U3-01A 59 years, female, white, stage:Stage IIB, alive, 4080 days 1663.8
TCGA-E2-A14Z-01A 64 years, female, white, stage:Stage I, dead, 563 days 1660.5
TCGA-BH-A0AW-01A 56 years, female, white, stage:Stage IIA, alive, 622 days 1660.3
TCGA-BH-A0BC-01A 60 years, female, white, stage:Stage IIIC, alive, 974 days 1659.3
TCGA-A2-A0T7-01A 51 years, female, white, stage:Stage IIA, alive, 631 days 1658.5
TCGA-AO-A03V-01A 41 years, female, white, stage:Stage I, alive, 1351 days 1658.1
TCGA-E2-A10F-01A 47 years, female, white, stage:Stage IIA, alive, 878 days 1654.9
TCGA-OL-A5RV-01A 43 years, female, black or african american, stage:Stage IIIC, alive, 1062 days 1650.2
TCGA-A8-A095-01A 45 years, female, stage:Stage I, alive, 1277 days 1648.4
TCGA-A2-A0CT-01A 71 years, female, white, stage:Stage IIA, alive, 2289 days 1647.2
TCGA-BH-A1EO-01A 68 years, female, white, stage:Stage IIA, dead, 2798 days 1641.7
TCGA-GM-A2D9-01A 69 years, female, white, stage:Stage I, dead, 1812 days 1639.6
TCGA-AO-A12C-01A 42 years, female, white, stage:Stage IIB, alive, 2372 days 1638.4
TCGA-BH-A0E2-01A 49 years, female, black or african american, stage:Stage IIIA, alive, 435 days 1635.3
TCGA-E9-A1R0-01A 58 years, female, white, stage:Stage IIA, alive, 860 days 1629.7
TCGA-E9-A1R3-01A 70 years, female, white, stage:Stage IIIC, alive, 78 days 1628.2
TCGA-AR-A24N-01A 54 years, female, white, stage:Stage I, alive, 3035 days 1625.6
TCGA-A2-A1FZ-01A 63 years, female, white, stage:Stage IIA, alive, 683 days 1625.5
TCGA-AN-A046-01A 68 years, female, white, stage:Stage IIA, alive, 10 days 1625.1
TCGA-D8-A1X9-01A 66 years, female, white, stage:Stage IIB, alive, 727 days 1623.9
TCGA-BH-A0BQ-01A 39 years, female, white, stage:Stage I, alive, 2255 days 1622.7
TCGA-BH-A0HP-01A 65 years, female, white, stage:Stage IIIA, alive, 414 days 1622.4
TCGA-A8-A07O-01A 51 years, female, stage:Stage IIA, alive, 304 days 1614.8
TCGA-C8-A12Q-01A 78 years, female, asian, stage:Stage IIIA, dead, 385 days 1614.2
TCGA-A7-A3J0-01A 62 years, female, white, stage:Stage IIA, alive, 313 days 1612.8
TCGA-EW-A1IW-01A 80 years, female, white, stage:Stage IIB, alive, 371 days 1610.8
TCGA-A7-A0D9-01A 37 years, female, white, stage:Stage IIA, alive, 1139 days 1610.1
TCGA-AC-A4ZE-01A 63 years, female, white, stage:Stage IIB, alive, 890 days 1608.5
TCGA-E2-A1BD-01A 53 years, female, white, stage:Stage IIA, alive, 1133 days 1608.1
TCGA-EW-A423-01A 75 years, female, white, stage:Stage IIA, alive, 533 days 1607.3
TCGA-E9-A1RE-01A 74 years, female, white, stage:Stage IIIA, alive, 1419 days 1606.6
TCGA-A2-A0SU-01A 66 years, female, white, stage:Stage IIA, alive, 1662 days 1605.7
TCGA-D8-A1XT-01A 61 years, female, white, stage:Stage IIA, alive, 506 days 1605.4
TCGA-BH-A1ET-01A 55 years, female, white, stage:Stage I, dead, 2520 days 1605.3
TCGA-D8-A1XZ-01A 81 years, female, white, stage:Stage IIIA, alive, 466 days 1601.9
TCGA-EW-A1P3-01A 48 years, female, white, stage:Stage IIA, alive, 1611 days 1601.4
TCGA-E9-A226-01A 45 years, female, white, stage:Stage IIIA, dead, 1048 days 1597.2
TCGA-A8-A06U-01A 80 years, female, stage:Stage IIB, dead, 883 days 1597.1
TCGA-A2-A0YF-01A 67 years, female, black or african american, stage:Stage I, alive, 1535 days 1596.4
TCGA-AO-A12A-01A 47 years, female, white, stage:Stage IIA, alive, 3112 days 1589.8
TCGA-BH-A1FL-01A 69 years, female, white, stage:Stage IIB, dead, 1673 days 1589.1
TCGA-A2-A0D4-01A 37 years, female, black or african american, stage:Stage IIB, alive, 767 days 1587.7
TCGA-D8-A1XV-01A 84 years, female, white, stage:Stage IIA, alive, 461 days 1583.9
TCGA-BH-A0DP-01A 60 years, female, white, stage:Stage IIB, alive, 476 days 1581.0
TCGA-AQ-A1H3-01A 49 years, female, white, stage:Stage IIIC, alive, 989 days 1576.6
TCGA-D8-A1XM-01A 57 years, female, white, stage:Stage IA, alive, 538 days 1576.3
TCGA-D8-A1XL-01A 34 years, female, white, stage:Stage IIB, alive, 606 days 1575.0
TCGA-E9-A1RI-01A 43 years, female, white, stage:Stage IIIA, alive, 1449 days 1574.5
TCGA-D8-A1JH-01A 56 years, female, white, stage:Stage IA, alive, 426 days 1569.2
TCGA-D8-A1Y1-01A 80 years, female, white, stage:Stage IIIA, dead, 302 days 1568.7
TCGA-B6-A0WS-01A 58 years, female, black or african american, stage:Stage X, dead, 2965 days 1566.3
TCGA-E2-A1IE-01A 61 years, female, white, stage:Stage IIB, alive, 2362 days 1559.9
TCGA-C8-A138-01A 54 years, female, asian, stage:Stage IIIA, alive, 380 days 1557.4
TCGA-A8-A09D-01A 47 years, female, stage:Stage IIB, alive, 1522 days 1549.5
TCGA-BH-A0DH-01A 63 years, female, white, stage:Stage IIB, alive, 1156 days 1538.0
TCGA-EW-A1J5-01A 59 years, female, white, stage:Stage IIB, alive, 477 days 1537.0
TCGA-E2-A576-01A 69 years, female, black or african american, stage:Stage IA, alive, 1043 days 1530.3
TCGA-AC-A7VB-01A 51 years, female, black or african american, stage:Stage IIA, alive, 250 days 1525.2
TCGA-A8-A09I-01A 84 years, female, stage:Stage IIA, alive, 1371 days 1514.5
TCGA-E2-A15S-01A 34 years, female, white, stage:Stage IIB, alive, 428 days 1512.7
TCGA-B6-A1KN-01A 57 years, female, white, stage:Stage IIIB, alive, 4233 days 1508.2
TCGA-3C-AALK-01A 52 years, female, black or african american, stage:Stage IA, alive, 1448 days 1504.5
TCGA-A2-A0EM-01A 73 years, female, white, stage:Stage IA, alive, 3094 days 1502.9
TCGA-E2-A150-01A 48 years, female, white, stage:Stage IIA, alive, 1935 days 1502.4
TCGA-A1-A0SF-01A 54 years, female, white, stage:Stage IIA, alive, 1463 days 1500.6
TCGA-AR-A2LL-01A 70 years, female, white, stage:Stage IIB, alive, 2012 days 1499.2
TCGA-BH-A1F8-01A 90 years, female, white, stage:Stage IIIB, dead, 1 days 1498.6
TCGA-A8-A08C-01A 65 years, female, stage:Stage IIA, alive, 881 days 1496.8
TCGA-A2-A3Y0-01A 57 years, female, black or african american, stage:Stage IIB, alive, 1546 days 1496.2
TCGA-E2-A15J-01A 51 years, female, white, stage:Stage I, alive, 1640 days 1495.8
TCGA-A8-A09M-01A 75 years, female, stage:Stage IIIC, alive, 1006 days 1495.4
TCGA-E9-A1NC-01A 61 years, female, white, stage:Stage IIB, alive, 1203 days 1494.0
TCGA-B6-A0IQ-01A 40 years, female, white, stage:Stage IIIA, alive, 4285 days 1491.9
TCGA-E9-A1N8-01A 48 years, female, white, stage:Stage IIA, alive, 1039 days 1491.9
TCGA-E2-A1LB-01A 41 years, female, black or african american, stage:Stage IIB, alive, 2306 days 1490.5
TCGA-AR-A0U0-01A 73 years, female, white, stage:Stage IIB, alive, 1988 days 1487.3
TCGA-BH-A0B0-01A 56 years, female, black or african american, stage:Stage I, alive, 2477 days 1486.4
TCGA-A2-A1FX-01A 61 years, female, white, stage:Stage IIIA, alive, 1847 days 1485.8
TCGA-E9-A1NH-01A 71 years, female, white, stage:Stage IIB, alive, 576 days 1482.5
TCGA-5L-AAT1-01A 63 years, female, white, stage:Stage IV, alive, 1471 days 1482.1
TCGA-A2-A0YJ-01A 39 years, female, white, stage:Stage IIIA, alive, 566 days 1481.8
TCGA-AC-A6IX-01A 49 years, female, white, stage:Stage IIIC, alive, 373 days 1480.5
TCGA-BH-A0AV-01A 52 years, female, black or african american, stage:Stage I, alive, 1820 days 1479.6
TCGA-AN-A0XT-01A 54 years, female, white, stage:Stage IIIA, alive, 10 days 1475.6
TCGA-A7-A4SB-01A 56 years, female, white, stage:Stage IIIA, alive, 418 days 1474.8
TCGA-AC-A2B8-01A 84 years, female, white, stage:Stage IIB, alive, 677 days 1474.6
TCGA-BH-A0BT-01A 56 years, female, white, stage:Stage IIA, alive, 2365 days 1470.8
TCGA-C8-A275-01A 56 years, female, asian, stage:Stage IIA, alive, 1 days 1470.7
TCGA-BH-A0DQ-01A 42 years, female, white, stage:Stage IIB, alive, 98 days 1468.9
TCGA-AC-A2FM-01A 87 years, female, white, stage:Stage IIB, dead, 792 days 1468.3
TCGA-A2-A04R-01A 36 years, female, black or african american, stage:Stage IA, alive, 3709 days 1467.8
TCGA-BH-A8G0-01A 54 years, female, white, stage:Stage IIB, alive, 662 days 1467.6
TCGA-A2-A0T5-01A 39 years, female, white, stage:Stage IIA, alive, 531 days 1458.3
TCGA-S3-A6ZG-01A 71 years, female, black or african american, stage:Stage IIB, alive, 562 days 1455.9
TCGA-E2-A10C-01A 54 years, female, white, stage:Stage IIB, alive, 1220 days 1454.9
TCGA-E2-A15O-01A 89 years, female, black or african american, stage:Stage I, alive, 289 days 1454.0
TCGA-A2-A0YD-01A 63 years, female, white, stage:Stage IIB, alive, 769 days 1453.5
TCGA-AC-A3TN-01A 75 years, female, white, stage:Stage IIB, alive, 456 days 1450.6
TCGA-E2-A105-01A 79 years, female, white, stage:Stage IIA, alive, 1308 days 1448.5
TCGA-BH-A0BA-01A 51 years, female, white, stage:Stage IIIC, alive, 1132 days 1448.3
TCGA-AO-A0J6-01A 61 years, female, white, stage:Stage IIA, alive, 1140 days 1446.9
TCGA-D8-A1JU-01A 51 years, female, white, stage:Stage IA, alive, 447 days 1445.9
TCGA-A2-A04W-01A 50 years, female, white, stage:Stage IIB, alive, 3102 days 1444.9
TCGA-A2-A0EY-01A 62 years, female, white, stage:Stage IIB, alive, 1925 days 1440.4
TCGA-B6-A0X5-01A 61 years, female, black or african american, stage:Stage IIB, dead, 2097 days 1440.1
TCGA-AN-A0FZ-01A 45 years, female, white, stage:Stage IIIA, alive, 10 days 1438.6
TCGA-AR-A1AL-01A 60 years, female, white, stage:Stage IIIA, alive, 2971 days 1435.3
TCGA-AR-A1AJ-01A 83 years, female, white, stage:Stage I, alive, 2383 days 1435.1
TCGA-C8-A130-01A 52 years, female, asian, stage:Stage IIIA, alive, 370 days 1430.2
TCGA-A2-A0CY-01A 63 years, female, white, stage:Stage IIB, alive, 1673 days 1428.0
TCGA-B6-A0RP-01A 73 years, female, white, stage:'--, dead, 3126 days 1426.2
TCGA-BH-A18V-01A 48 years, female, white, stage:Stage IIB, dead, 1556 days 1425.5
TCGA-BH-A18J-01A 56 years, female, white, stage:Stage IV, dead, 612 days 1424.9
TCGA-A1-A0SE-01A 56 years, female, white, stage:Stage I, alive, 1321 days 1424.4
TCGA-AO-A12G-01A 75 years, female, white, stage:Stage IIA, alive, 1639 days 1420.1
TCGA-BH-A0AZ-01A 47 years, female, white, stage:Stage IIIA, alive, 1919 days 1420.0
TCGA-BH-A0DD-01A 58 years, male, white, stage:Stage IIB, alive, 2486 days 1420.0
TCGA-A8-A085-01A 44 years, male, stage:Stage IIB, alive, 1124 days 1417.9
TCGA-D8-A73X-01A 53 years, female, white, stage:Stage IIA, alive, 767 days 1417.1
TCGA-B6-A0WY-01A 40 years, female, white, stage:Stage IIIA, dead, 3461 days 1416.5
TCGA-EW-A1P0-01A 55 years, female, white, stage:Stage IIB, alive, 1251 days 1416.2
TCGA-C8-A12X-01A 62 years, female, asian, stage:Stage IIB, alive, 385 days 1411.4
TCGA-A7-A4SC-01A 62 years, female, white, stage:Stage IIB, alive, 446 days 1411.1
TCGA-AR-A0TZ-01A 43 years, female, white, stage:'--, dead, 3262 days 1410.7
TCGA-E9-A1NE-01A 28 years, female, white, stage:Stage IIB, alive, 1088 days 1410.2
TCGA-AR-A2LM-01A 49 years, female, white, stage:Stage II, alive, 1935 days 1409.4
TCGA-E9-A1QZ-01A 61 years, female, white, stage:Stage IIA, alive, 755 days 1408.8
TCGA-BH-A0HK-01A 81 years, female, white, stage:Stage IIB, alive, 178 days 1408.5
TCGA-LL-A7SZ-01A 49 years, female, black or african american, stage:Stage IIB, alive, 594 days 1408.3
TCGA-BH-A0EI-01A 51 years, female, white, stage:Stage IIA, alive, 1926 days 1406.3
TCGA-A2-A0YI-01A 62 years, female, white, stage:Stage I, alive, 1505 days 1403.1
TCGA-A7-A3J1-01A 63 years, female, white, stage:Stage IA, alive, 343 days 1387.0
TCGA-A2-A0YE-01A 48 years, female, white, stage:Stage IIB, alive, 554 days 1384.9
TCGA-A7-A5ZX-01A 48 years, female, white, stage:Stage IIIC, alive, 336 days 1381.7
TCGA-E2-A1IL-01A 78 years, female, white, stage:Stage IIA, alive, 118 days 1378.3
TCGA-E9-A1ND-01A 75 years, female, white, stage:Stage IIB, alive, 1266 days 1374.9
TCGA-B6-A0I1-01A 73 years, female, black or african american, stage:Stage IIA, dead, 2361 days 1373.8
TCGA-EW-A6SD-01A 32 years, female, black or african american, stage:Stage IIB, alive, 1010 days 1373.4
TCGA-AR-A256-01A 45 years, female, white, stage:Stage IIA, dead, 2854 days 1372.9
TCGA-BH-A18P-01A 60 years, female, white, stage:Stage I, dead, 921 days 1370.9
TCGA-AC-A3TM-01A 50 years, female, white, stage:Stage IIIA, alive, 762 days 1370.7
TCGA-GM-A5PV-01A 63 years, female, white, stage:Stage IIB, alive, 412 days 1366.7
TCGA-E2-A1L6-01A 44 years, female, white, stage:Stage IIA, alive, 1648 days 1363.0
TCGA-B6-A0WT-01A 61 years, female, white, stage:Stage IIB, alive, 5739 days 1362.1
TCGA-AR-A24L-01A 26 years, female, white, stage:Stage IIB, dead, 2866 days 1360.9
TCGA-E9-A5FL-01A 65 years, female, white, stage:Stage IIB, alive, 24 days 1360.9
TCGA-C8-A26W-01A 58 years, female, asian, stage:Stage IIB, alive, 381 days 1359.9
TCGA-A7-A3IZ-01A 62 years, female, white, stage:Stage IIA, alive, 322 days 1359.8
TCGA-AO-A0J4-01A 41 years, female, black or african american, stage:Stage IA, alive, 1587 days 1359.8
TCGA-BH-A0B4-01A 65 years, male, white, stage:Stage IIIA, alive, 1191 days 1359.4
TCGA-D8-A1JE-01A 62 years, female, white, stage:Stage IIA, alive, 575 days 1359.0
TCGA-GM-A2DB-01A 62 years, female, white, stage:Stage IIA, alive, 2406 days 1356.0
TCGA-OL-A66H-01A 74 years, female, black or african american, stage:Stage IB, alive, 812 days 1353.1
TCGA-OL-A5D6-01A 71 years, female, black or african american, stage:Stage IIA, dead, 1104 days 1351.6
TCGA-EW-A1OX-01A 43 years, female, white, stage:Stage IIA, alive, 911 days 1351.3
TCGA-EW-A1OW-01A 58 years, female, black or african american, stage:Stage IIA, alive, 694 days 1350.0
TCGA-E2-A15D-01A 47 years, female, white, stage:Stage IIA, alive, 526 days 1349.3
TCGA-PE-A5DE-01A 41 years, female, white, stage:Stage IIA, alive, 2645 days 1347.9
TCGA-S3-AA0Z-01A 63 years, female, black or african american, stage:Stage IIB, alive, 629 days 1346.7
TCGA-A2-A3XX-01A 49 years, female, black or african american, stage:Stage IIA, dead, 1439 days 1343.3
TCGA-A2-A25B-01A 39 years, female, black or african american, stage:Stage IIB, alive, 1291 days 1339.7
TCGA-A7-A4SD-01A 52 years, female, black or african american, stage:Stage IIA, alive, 441 days 1339.5
TCGA-C8-A1HO-01A 34 years, female, asian, stage:Stage IIIC, alive, 375 days 1338.2
TCGA-AN-A0XL-01A 61 years, female, white, stage:Stage IIA, alive, 163 days 1338.1
TCGA-AC-A3BB-01A 46 years, female, black or african american, stage:Stage IIIA, alive, 987 days 1336.0
TCGA-A2-A3XW-01A 42 years, female, black or african american, stage:Stage IIB, alive, 1712 days 1334.1
TCGA-E2-A1B4-01A 74 years, female, white, stage:Stage IIIA, dead, 1004 days 1330.5
TCGA-E2-A159-01A 50 years, female, white, stage:Stage IIA, alive, 762 days 1329.0
TCGA-BH-A0DV-01A 54 years, female, white, stage:Stage IIIA, alive, 2064 days 1322.2
TCGA-BH-A0HY-01A 60 years, female, white, stage:Stage I, alive, 1545 days 1319.9
TCGA-A2-A0SW-01A 82 years, female, white, stage:Stage IV, dead, 1365 days 1316.6
TCGA-A2-A0ES-01A 52 years, female, white, stage:Stage IIA, alive, 2190 days 1313.8
TCGA-AO-A0JA-01A 36 years, female, black or african american, stage:Stage IIIC, alive, 655 days 1310.6
TCGA-A7-A13F-01A 44 years, female, white, stage:Stage IIIA, alive, 765 days 1310.0
TCGA-BH-A0HO-01A 48 years, female, white, stage:Stage IIA, alive, 76 days 1309.7
TCGA-D8-A145-01A 80 years, female, white, stage:Stage IIA, alive, 410 days 1309.3
TCGA-C8-A27A-01A 48 years, female, asian, stage:Stage IIB, alive, 747 days 1307.6
TCGA-D8-A27H-01A 72 years, female, white, stage:Stage IIA, alive, 397 days 1307.6
TCGA-D8-A3Z5-01A 54 years, female, white, stage:Stage IIIC, alive, 1015 days 1305.2
TCGA-AC-A5XS-01A 74 years, female, white, stage:Stage IIA, alive, 588 days 1303.1
TCGA-A2-A0YK-01A 61 years, female, white, stage:Stage IIA, alive, 588 days 1299.9
TCGA-A7-A56D-01A 84 years, female, black or african american, stage:Stage IIA, alive, 448 days 1299.5
TCGA-A8-A07B-01A 69 years, female, stage:Stage IIA, alive, 1308 days 1298.6
TCGA-BH-A0DS-01A 71 years, female, white, stage:Stage IIIA, alive, 78 days 1297.9
TCGA-A8-A0A2-01A 66 years, female, stage:Stage IIA, alive, 579 days 1297.5
TCGA-OL-A66J-01A 80 years, female, white, stage:Stage I, alive, 1996 days 1294.4
TCGA-4H-AAAK-01A 50 years, female, white, stage:Stage IIIA, alive, 348 days 1292.9
TCGA-BH-A1FJ-01A 66 years, female, white, stage:Stage IIIA, dead, 1927 days 1292.4
TCGA-LD-A66U-01A 44 years, female, white, stage:Stage IIB, alive, 646 days 1290.3
TCGA-BH-A0DI-01A 63 years, female, white, stage:Stage IIB, alive, 912 days 1289.9
TCGA-E9-A6HE-01A 45 years, female, white, stage:Stage IIIC, alive, 847 days 1287.0
TCGA-AC-A23G-01A 76 years, female, white, stage:Stage IIA, alive, 2248 days 1286.5
TCGA-AR-A0TV-01A 66 years, female, stage:Stage IIA, alive, 2288 days 1286.0
TCGA-E9-A1RA-01A 48 years, female, white, stage:Stage IA, alive, 1369 days 1284.8
TCGA-AO-A0JM-01A 40 years, female, stage:Stage IIB, alive, 2184 days 1284.7
TCGA-AO-A0J5-01A 48 years, female, white, stage:Stage IV, dead, 792 days 1284.4
TCGA-A8-A08I-01A 53 years, female, stage:Stage IIA, alive, 365 days 1281.4
TCGA-E9-A1N4-01A 41 years, female, white, stage:Stage IIIA, alive, 1000 days 1280.8
TCGA-E2-A2P6-01A 77 years, female, stage:Stage IIB, alive, 1051 days 1278.5
TCGA-B6-A0RG-01A 26 years, female, white, stage:Stage IIB, alive, 2082 days 1278.4
TCGA-BH-A0BJ-01A 41 years, female, white, stage:Stage IIB, alive, 660 days 1278.3
TCGA-B6-A0IB-01A 64 years, female, white, stage:Stage IV, dead, 3941 days 1276.7
TCGA-AR-A250-01A 58 years, female, white, stage:Stage IIA, alive, 2707 days 1276.5
TCGA-AR-A2LJ-01A 40 years, female, white, stage:Stage IIIA, alive, 2632 days 1276.0
TCGA-AR-A1AO-01A 47 years, female, white, stage:Stage IIA, alive, 2618 days 1274.7
TCGA-BH-A0DL-01A 64 years, female, white, stage:Stage IIA, alive, 2381 days 1273.2
TCGA-BH-A18T-01A 70 years, female, white, stage:Stage IIA, dead, 224 days 1272.7
TCGA-E9-A1NA-01A 58 years, female, white, stage:Stage IIA, alive, 1112 days 1270.3
TCGA-AN-A0XW-01A 36 years, female, white, stage:Stage IIIA, alive, 170 days 1270.3
TCGA-A2-A3XU-01A 35 years, female, black or african american, stage:Stage IIB, dead, 912 days 1269.3
TCGA-AR-A0TP-01A 43 years, female, white, stage:Stage IIA, alive, 4275 days 1264.2
TCGA-A7-A426-01A 50 years, female, white, stage:Stage IIIC, alive, 364 days 1262.3
TCGA-E9-A22D-01A 38 years, female, white, stage:Stage IIA, alive, 1248 days 1262.1
TCGA-C8-A1HF-01A 48 years, female, asian, stage:Stage IIA, alive, 332 days 1261.5
TCGA-EW-A1PB-01A 70 years, female, black or african american, stage:Stage IIIA, alive, 608 days 1259.7
TCGA-A2-A0ER-01A 63 years, female, white, stage:Stage IB, alive, 2263 days 1259.7
TCGA-BH-A0BD-01A 47 years, female, white, stage:Stage IIA, alive, 554 days 1259.0
TCGA-D8-A1JB-01A 54 years, female, white, stage:Stage IIB, alive, 1688 days 1252.6
TCGA-E9-A5FK-01A 60 years, female, white, stage:Stage IIIC, alive, 812 days 1249.3
TCGA-A1-A0SQ-01A 45 years, female, white, stage:Stage IIB, alive, 554 days 1248.6
TCGA-D8-A1Y3-01A 61 years, female, white, stage:Stage IIIA, alive, 430 days 1246.4
TCGA-A7-A0CG-01A 78 years, female, white, stage:Stage IIA, alive, 1043 days 1246.2
TCGA-C8-A274-01A 63 years, female, asian, stage:Stage IIA, alive, 508 days 1245.9
TCGA-C8-A278-01A 61 years, female, asian, stage:Stage IIIA, alive, 297 days 1245.4
TCGA-A8-A0AD-01A 83 years, female, stage:Stage I, alive, 1157 days 1242.1
TCGA-OL-A66O-01A 39 years, female, black or african american, stage:Stage IIB, alive, 528 days 1240.9
TCGA-A7-A3IY-01A 71 years, female, white, stage:Stage I, alive, 345 days 1239.9
TCGA-BH-A0H5-01A 45 years, female, white, stage:Stage I, alive, 1620 days 1239.3
TCGA-A7-A26E-01A 71 years, female, white, stage:Stage IIIA, alive, 954 days 1236.8
TCGA-D8-A1JN-01A 80 years, female, white, stage:Stage IIIC, alive, 620 days 1234.9
TCGA-GM-A2DH-01A 58 years, female, white, stage:Stage I, alive, 2193 days 1234.3
TCGA-AC-A2FE-01A 62 years, female, white, stage:Stage IIIC, dead, 2636 days 1230.9
TCGA-E9-A22A-01A 74 years, female, white, stage:Stage IIA, alive, 1189 days 1225.0
TCGA-W8-A86G-01A 66 years, female, white, stage:Stage IIA, alive, 347 days 1224.1
TCGA-AO-A1KS-01A 69 years, female, white, stage:Stage IIA, alive, 350 days 1221.6
TCGA-E2-A570-01A 47 years, female, black or african american, stage:Stage IB, alive, 931 days 1221.4
TCGA-A2-A0T4-01A 62 years, female, white, stage:Stage IIA, alive, 624 days 1219.4
TCGA-D8-A73W-01A 79 years, female, white, stage:Stage IIIA, dead, 385 days 1219.3
TCGA-AR-A1AI-01A 47 years, female, white, stage:Stage IIA, alive, 3296 days 1218.4
TCGA-C8-A3M8-01A 68 years, female, asian, stage:Stage IA, alive, 394 days 1217.1
TCGA-BH-A0HN-01A 67 years, female, white, stage:Stage IA, alive, 516 days 1215.2
TCGA-AC-A2FF-01A 40 years, female, asian, stage:Stage IIB, alive, 2759 days 1213.9
TCGA-AR-A24H-01A 65 years, female, white, stage:Stage IIA, alive, 4894 days 1211.4
TCGA-BH-A0B6-01A 47 years, female, white, stage:Stage I, alive, 2483 days 1210.5
TCGA-BH-A0DK-01A 49 years, female, white, stage:Stage IIA, alive, 423 days 1209.2
TCGA-A2-A04Y-01A 53 years, female, white, stage:Stage IIB, alive, 1099 days 1208.5
TCGA-B6-A40C-01A 51 years, female, white, stage:Stage IIB, alive, 2164 days 1204.8
TCGA-BH-A0BO-01A 54 years, female, white, stage:Stage I, alive, 2197 days 1204.5
TCGA-AC-A7VC-01A 56 years, female, white, stage:Stage IIB, alive, 1 days 1201.6
TCGA-A2-A04T-01A 62 years, female, white, stage:Stage IIA, alive, 2246 days 1201.6
TCGA-E2-A1LK-01A 84 years, female, black or african american, stage:Stage IIIC, dead, 266 days 1200.5
TCGA-D8-A27T-01A 53 years, female, white, stage:Stage IIIC, alive, 398 days 1199.6
TCGA-GM-A2DL-01A 50 years, female, white, stage:Stage I, alive, 3519 days 1198.3
TCGA-AR-A0U4-01A 54 years, female, white, stage:Stage IIA, alive, 3261 days 1196.7
TCGA-BH-A1FU-01A 44 years, female, white, stage:Stage IA, dead, 1688 days 1193.4
TCGA-AR-A24U-01A 47 years, female, white, stage:Stage IIA, alive, 3128 days 1192.8
TCGA-A2-A1G1-01A 85 years, female, white, stage:Stage IIB, alive, 584 days 1191.9
TCGA-E9-A245-01A 47 years, female, white, stage:Stage IIB, dead, 26 days 1191.3
TCGA-OL-A66K-01A 72 years, female, white, stage:Stage IIA, dead, 1275 days 1191.1
TCGA-BH-A0B7-01A 42 years, female, white, stage:Stage IIB, alive, 2559 days 1186.3
TCGA-EW-A1PG-01A 53 years, female, white, stage:Stage IIB, alive, 1051 days 1186.1
TCGA-EW-A424-01A 51 years, female, white, stage:Stage IIIA, alive, 715 days 1184.3
TCGA-BH-A28Q-01A 46 years, female, white, stage:Stage IIB, alive, 1119 days 1183.5
TCGA-E2-A56Z-01A 69 years, female, black or african american, stage:Stage IIB, alive, 252 days 1183.2
TCGA-A1-A0SD-01A 59 years, female, white, stage:Stage IIA, alive, 437 days 1182.9
TCGA-E9-A244-01A 54 years, female, white, stage:Stage IIA, alive, 21 days 1180.5
TCGA-AC-A3HN-01A 87 years, female, white, stage:Stage IIB, alive, 496 days 1180.4
TCGA-E2-A1IO-01A 37 years, female, white, stage:Stage I, alive, 1855 days 1180.1
TCGA-AR-A0TY-01A 54 years, female, white, stage:Stage IIA, dead, 1699 days 1177.4
TCGA-D8-A4Z1-01A 68 years, female, white, stage:Stage IA, alive, 659 days 1176.2
TCGA-E9-A229-01A 37 years, female, white, stage:Stage IA, alive, 1148 days 1175.4
TCGA-BH-A5IZ-01A 51 years, female, black or african american, stage:Stage IIB, alive, 567 days 1174.9
TCGA-C8-A131-01A 82 years, female, asian, stage:Stage IIIA, alive, 411 days 1174.7
TCGA-E2-A1IF-01A 74 years, female, white, stage:Stage I, alive, 1138 days 1174.3
TCGA-D8-A1XK-01A 55 years, female, white, stage:Stage IIB, alive, 441 days 1172.8
TCGA-A2-A0CQ-01A 62 years, female, black or african american, stage:Stage IA, alive, 2695 days 1171.1
TCGA-A2-A0SY-01A 62 years, female, white, stage:Stage IIIA, alive, 1347 days 1171.0
TCGA-BH-A8FY-01A 87 years, female, white, stage:Stage IA, dead, 295 days 1167.8
TCGA-E9-A3QA-01A 33 years, female, white, stage:Stage IIA, alive, 918 days 1165.4
TCGA-A7-A13D-01A 46 years, female, black or african american, stage:Stage IIA, alive, 965 days 1163.6
TCGA-BH-A18G-01A 81 years, female, white, stage:Stage IA, alive, 149 days 1163.4
TCGA-GM-A2DN-01A 58 years, female, white, stage:Stage IIA, alive, 3091 days 1163.3
TCGA-3C-AALJ-01A 62 years, female, black or african american, stage:Stage IIB, alive, 1474 days 1158.1
TCGA-BH-A0BV-01A 78 years, female, white, stage:Stage IIB, alive, 1519 days 1157.5
TCGA-AR-A1AT-01A 62 years, female, white, stage:Stage IIA, dead, 1272 days 1157.2
TCGA-AC-A3YI-01A 74 years, female, white, stage:Stage IIIC, alive, 707 days 1157.2
TCGA-C8-A1HE-01A 59 years, female, asian, stage:Stage IIA, alive, 375 days 1154.7
TCGA-A8-A07E-01A 81 years, female, stage:Stage X, alive, 608 days 1152.6
TCGA-GM-A3XN-01A 44 years, female, white, stage:Stage IIIA, alive, 2019 days 1151.7
TCGA-B6-A0RS-01A 38 years, female, white, stage:Stage IIA, dead, 3063 days 1148.7
TCGA-B6-A0RU-01A 40 years, female, white, stage:Stage IA, alive, 8605 days 1147.6
TCGA-AC-A2QJ-01A 48 years, female, white, stage:Stage IIIB, dead, 446 days 1145.5
TCGA-AC-A23C-01A 62 years, female, white, stage:Stage IIB, alive, 585 days 1140.6
TCGA-A2-A0D2-01A 45 years, female, white, stage:Stage IIA, alive, 1027 days 1140.0
TCGA-D8-A142-01A 74 years, female, white, stage:Stage IIB, alive, 425 days 1138.2
TCGA-A2-A0EO-01A 54 years, female, white, stage:Stage IA, alive, 2442 days 1138.2
TCGA-E9-A22E-01A 56 years, female, white, stage:Stage IIIA, alive, 1269 days 1137.5
TCGA-E2-A15I-01A 44 years, female, white, stage:Stage IIA, alive, 1692 days 1135.5
TCGA-BH-A0BL-01A 35 years, female, white, stage:Stage I, alive, 2278 days 1134.9
TCGA-D8-A1JP-01A 73 years, female, white, stage:Stage IA, alive, 639 days 1130.2
TCGA-E2-A10A-01A 41 years, female, white, stage:Stage IIB, alive, 1229 days 1123.1
TCGA-BH-A5J0-01A 63 years, female, black or african american, stage:Stage IA, alive, 715 days 1122.0
TCGA-A2-A04X-01A 34 years, female, white, stage:Stage IIA, alive, 1686 days 1121.0
TCGA-B6-A409-01A 44 years, female, black or african american, stage:Stage IIIA, dead, 573 days 1117.1
TCGA-BH-A1EU-01A 83 years, female, white, stage:Stage I, dead, 1286 days 1115.1
TCGA-D8-A27K-01A 47 years, female, white, stage:Stage IIB, alive, 1461 days 1110.8
TCGA-EW-A1J3-01A 61 years, female, white, stage:Stage IA, alive, 504 days 1109.7
TCGA-EW-A1IX-01A 48 years, female, asian, stage:Stage IIA, alive, 1208 days 1107.8
TCGA-BH-A0DG-01A 30 years, female, black or african american, stage:Stage IIA, alive, 2041 days 1103.4
TCGA-D8-A1Y0-01A 65 years, female, white, stage:Stage IIIA, alive, 472 days 1100.2
TCGA-E9-A247-01A 59 years, female, white, stage:Stage IA, alive, 1186 days 1092.5
TCGA-AN-A0AL-01A 41 years, female, white, stage:Stage IIIB, alive, 227 days 1092.1
TCGA-E9-A1N9-01A 58 years, female, white, stage:Stage IIA, alive, 1101 days 1091.7
TCGA-OL-A5RW-01A 40 years, female, black or african american, stage:Stage IIA, alive, 1106 days 1089.3
TCGA-BH-A0EA-01A 72 years, female, white, stage:Stage IIA, dead, 991 days 1087.3
TCGA-OL-A66N-01A 59 years, female, white, stage:Stage IIIC, alive, 792 days 1084.8
TCGA-AO-A124-01A 38 years, female, white, stage:Stage IIA, alive, 3506 days 1084.0
TCGA-B6-A0IE-01A 38 years, female, black or african american, stage:Stage IIIA, dead, 1993 days 1081.3
TCGA-BH-A42V-01A 41 years, female, black or african american, stage:Stage IB, alive, 635 days 1080.4
TCGA-A2-A0CM-01A 40 years, female, black or african american, stage:Stage IIA, dead, 754 days 1079.7
TCGA-E9-A1R7-01A 64 years, female, white, stage:Stage IIA, alive, 1467 days 1078.9
TCGA-AR-A2LQ-01A 59 years, female, white, stage:Stage IIB, alive, 1233 days 1078.2
TCGA-A2-A0CK-01A 60 years, female, white, stage:Stage IIIA, alive, 4159 days 1078.1
TCGA-AO-A129-01A 29 years, female, white, stage:Stage IIB, alive, 3286 days 1074.6
TCGA-GM-A2DD-01A 53 years, female, white, stage:Stage I, alive, 2282 days 1074.6
TCGA-AO-A03P-01A 54 years, female, black or african american, stage:Stage IIB, dead, 2911 days 1071.4
TCGA-LD-A9QF-01A 73 years, female, black or african american, stage:Stage IA, alive, 323 days 1071.0
TCGA-BH-A1ES-01A 35 years, female, white, stage:Stage IIB, dead, 3462 days 1066.3
TCGA-PL-A8LX-01A 35 years, female, black or african american, stage:Stage IV, alive, 5 days 1065.9
TCGA-LL-A740-01A 61 years, female, black or african american, stage:Stage IA, alive, 441 days 1064.6
TCGA-A7-A5ZW-01A 47 years, female, black or african american, stage:Stage IIA, alive, 326 days 1063.4
TCGA-A8-A07I-01A 69 years, female, stage:Stage IIIA, alive, 426 days 1063.1
TCGA-OL-A66L-01A 71 years, female, black or african american, stage:Stage IA, alive, 1301 days 1062.7
TCGA-A2-A0CV-01A 41 years, female, asian, stage:Stage IIB, alive, 3011 days 1062.2
TCGA-LL-A442-01A 56 years, female, black or african american, stage:Stage IIA, alive, 889 days 1062.1
TCGA-GM-A3XG-01A 46 years, female, white, stage:Stage IIIA, alive, 1330 days 1055.9
TCGA-A8-A07J-01A 35 years, female, stage:Stage IIB, alive, 365 days 1055.4
TCGA-A2-A0YM-01A 67 years, female, white, stage:Stage IIA, alive, 965 days 1053.8
TCGA-BH-A0BW-01A 71 years, female, black or african american, stage:Stage I, alive, 2371 days 1052.8
TCGA-AO-A03T-01A 42 years, female, white, stage:Stage IIB, alive, 2124 days 1050.1
TCGA-E2-A1IJ-01A 57 years, female, white, stage:Stage I, alive, 865 days 1048.3
TCGA-D8-A140-01A 62 years, female, white, stage:Stage IIB, alive, 403 days 1047.0
TCGA-A7-A13E-01A 62 years, female, white, stage:Stage IIB, dead, 614 days 1044.8
TCGA-BH-A0BF-01A 56 years, female, white, stage:Stage IIB, dead, 1324 days 1044.8
TCGA-E9-A227-01A 42 years, female, white, stage:Stage IIB, alive, 975 days 1044.2
TCGA-A7-A2KD-01A 53 years, female, black or african american, stage:Stage IIIA, alive, 679 days 1042.2
TCGA-A7-A26J-01A 49 years, female, white, stage:Stage IIA, alive, 627 days 1041.6
TCGA-BH-A0E1-01A 52 years, female, white, stage:Stage IIB, alive, 477 days 1040.4
TCGA-PE-A5DD-01A 64 years, female, asian, stage:Stage IIA, alive, 1953 days 1040.2
TCGA-A7-A6VW-01A 48 years, female, black or african american, stage:Stage IIA, alive, 285 days 1040.2
TCGA-E2-A1IG-01A 45 years, female, white, stage:Stage IIB, alive, 2140 days 1040.2
TCGA-D8-A1XO-01A 56 years, female, white, stage:Stage IIB, alive, 1682 days 1038.1
TCGA-LD-A7W6-01A 54 years, female, white, stage:Stage IIB, alive, 404 days 1037.1
TCGA-AC-A62X-01A 72 years, female, black or african american, stage:Stage IIA, alive, 417 days 1034.9
TCGA-E2-A15L-01A 65 years, female, black or african american, stage:Stage IIA, alive, 626 days 1030.1
TCGA-E2-A15M-01A 66 years, female, white, stage:Stage IIA, dead, 336 days 1029.3
TCGA-A8-A09V-01A 51 years, female, stage:Stage IIA, alive, 457 days 1026.1
TCGA-D8-A1XR-01A 56 years, female, white, stage:Stage IIB, alive, 482 days 1025.9
TCGA-A2-A0D1-01A 76 years, female, white, stage:Stage IIA, alive, 1051 days 1022.0
TCGA-BH-A0GZ-01A 62 years, female, white, stage:Stage IIA, alive, 328 days 1020.7
TCGA-HN-A2OB-01A 45 years, female, stage:Stage IIB, dead, 1900 days 1017.8
TCGA-C8-A8HQ-01A 53 years, female, asian, stage:Stage IIB, alive, 380 days 1015.3
TCGA-AN-A041-01A 29 years, female, white, stage:Stage IIB, alive, 7 days 1013.3
TCGA-BH-AB28-01A 53 years, female, white, stage:Stage IIIA, alive, 287 days 1011.9
TCGA-GM-A2DK-01A 58 years, female, white, stage:Stage I, alive, 2645 days 1009.4
TCGA-BH-A0DE-01A 62 years, female, white, stage:Stage IIA, alive, 2372 days 1008.8
TCGA-AR-A1AN-01A 46 years, female, white, stage:Stage IIA, alive, 2920 days 1008.8
TCGA-BH-A0BM-01A 54 years, female, white, stage:Stage IIB, alive, 1876 days 1008.7
TCGA-B6-A400-01A 43 years, female, black or african american, stage:Stage IIIA, alive, 215 days 1007.7
TCGA-LL-A5YP-01A 49 years, female, black or african american, stage:Stage IIB, alive, 450 days 1007.1
TCGA-C8-A134-01A 52 years, female, asian, stage:Stage IIA, alive, 383 days 1005.5
TCGA-E2-A573-01A 48 years, female, black or african american, stage:Stage IA, alive, 1062 days 1004.0
TCGA-AR-A2LE-01A 69 years, female, white, stage:Stage I, alive, 5062 days 1000.0
TCGA-A8-A097-01A 65 years, female, stage:Stage IIB, alive, 365 days 997.4
TCGA-BH-A1FE-01A 31 years, female, white, stage:Stage IIB, dead, 2273 days 993.3
TCGA-AN-A04C-01A 51 years, female, white, stage:Stage IIB, alive, 54 days 992.1
TCGA-AR-A24Z-01A 57 years, female, white, stage:Stage IIA, alive, 3001 days 987.9
TCGA-A2-A0T3-01A 37 years, female, white, stage:Stage IB, alive, 1516 days 987.9
TCGA-A2-A4RW-01A 49 years, female, white, stage:Stage IIIC, alive, 222 days 987.1
TCGA-E9-A5UO-01A 41 years, female, white, stage:Stage IIA, alive, 785 days 986.8
TCGA-OL-A5S0-01A 66 years, female, black or african american, stage:Stage IIB, alive, 620 days 985.4
TCGA-EW-A1PD-01A 61 years, male, white, stage:Stage IIA, alive, 424 days 985.2
TCGA-AN-A0FX-01A 52 years, female, white, stage:Stage IIA, alive, 10 days 983.6
TCGA-XX-A899-01A 46 years, female, white, stage:Stage IIIA, alive, 467 days 982.9
TCGA-A2-A0CO-01A 85 years, female, white, stage:Stage IIB, dead, 1468 days 979.5
TCGA-B6-A0RQ-01A 68 years, female, white, stage:Stage IIB, dead, 4267 days 979.2
TCGA-AR-A24X-01A 52 years, female, white, stage:Stage IIA, alive, 3004 days 979.1
TCGA-A2-A0YL-01A 48 years, female, white, stage:Stage IIIA, alive, 1474 days 975.5
TCGA-AO-A03R-01A 57 years, female, white, stage:Stage IIB, alive, 2091 days 975.0
TCGA-LQ-A4E4-01A 73 years, female, white, stage:Stage IIIA, alive, 849 days 974.7
TCGA-E2-A1L7-01A 40 years, female, white, stage:Stage IIIA, alive, 1836 days 972.6
TCGA-B6-A0I5-01A 49 years, female, white, stage:Stage IIB, alive, 8556 days 968.8
TCGA-E2-A3DX-01A 43 years, female, white, stage:Stage IIIC, alive, 1325 days 966.8
TCGA-BH-A0B9-01A 44 years, female, white, stage:Stage IA, alive, 1572 days 965.5
TCGA-A2-A0EW-01A 53 years, female, white, stage:Stage IIIC, dead, 1884 days 964.5
TCGA-5L-AAT0-01A 42 years, female, white, stage:Stage IIA, alive, 1477 days 963.5
TCGA-AO-A12D-01A 43 years, female, white, stage:Stage IIA, alive, 2515 days 963.5
TCGA-AC-A6IV-01A 47 years, female, white, stage:Stage IIB, alive, 568 days 963.4
TCGA-A1-A0SH-01A 39 years, female, white, stage:Stage IIA, alive, 1437 days 961.6
TCGA-E2-A1B5-01A 46 years, female, white, stage:Stage IIA, alive, 984 days 961.5
TCGA-A2-A0D0-01A 60 years, female, black or african american, stage:Stage IIA, alive, 2048 days 960.9
TCGA-BH-A208-01A 48 years, female, white, stage:Stage IIB, dead, 1759 days 956.0
TCGA-A2-A0EP-01A 56 years, female, white, stage:Stage I, alive, 3603 days 955.2
TCGA-C8-A1HL-01A 38 years, female, asian, stage:Stage IIIA, alive, 317 days 954.1
TCGA-AN-A0FS-01A 55 years, female, white, stage:Stage IA, alive, 210 days 953.6
TCGA-BH-A0BG-01A 73 years, female, white, stage:Stage I, alive, 1871 days 948.9
TCGA-E2-A14R-01A 62 years, female, white, stage:Stage IIA, alive, 1174 days 948.8
TCGA-AR-A24O-01A 43 years, female, white, stage:Stage IIIA, alive, 3607 days 948.1
TCGA-BH-A0H3-01A 46 years, female, white, stage:Stage I, alive, 1928 days 946.3
TCGA-EW-A1IZ-01A 53 years, female, white, stage:Stage IIIA, alive, 554 days 944.4
TCGA-A2-A4RY-01A 46 years, female, white, stage:Stage IIIC, alive, 648 days 937.8
TCGA-EW-A1P8-01A 58 years, female, white, stage:Stage IIIC, dead, 239 days 934.3
TCGA-A2-A3XZ-01A 46 years, female, black or african american, stage:Stage I, alive, 1532 days 932.4
TCGA-AO-A0JJ-01A 54 years, female, white, stage:Stage IIB, alive, 1887 days 930.5
TCGA-A1-A0SP-01A 40 years, female, stage:Stage IIA, alive, 584 days 927.1
TCGA-E2-A158-01A 43 years, female, white, stage:Stage IIA, alive, 450 days 926.4
TCGA-S3-AA17-01A 64 years, female, black or african american, stage:Stage IIB, alive, 424 days 925.2
TCGA-A2-A0T6-01A 50 years, female, white, stage:Stage IIB, alive, 575 days 919.3
TCGA-AC-A3YJ-01A 66 years, female, white, stage:Stage IIA, alive, 754 days 918.5
TCGA-OL-A5RX-01A 51 years, female, black or african american, stage:Stage IA, alive, 878 days 918.0
TCGA-AO-A1KP-01A 77 years, female, white, stage:Stage IIA, alive, 2953 days 917.5
TCGA-AC-A3QP-01A 79 years, female, white, stage:Stage IIB, alive, 675 days 917.3
TCGA-EW-A1J2-01A 50 years, female, black or african american, stage:'--, alive, 403 days 915.3
TCGA-AR-A1AR-01A 50 years, female, white, stage:Stage IIIA, dead, 524 days 914.1
TCGA-OL-A5D7-01A 70 years, female, black or african american, stage:Stage IIA, alive, 1780 days 911.1
TCGA-D8-A1JL-01A 72 years, female, white, stage:Stage IIA, alive, 611 days 910.0
TCGA-A8-A08R-01A 52 years, female, stage:Stage IIB, alive, 30 days 909.6
TCGA-A2-A25C-01A 50 years, female, white, stage:Stage IIB, alive, 523 days 909.4
TCGA-BH-A204-01A 80 years, female, white, stage:Stage IIB, dead, 2534 days 904.6
TCGA-OL-A5RY-01A 52 years, female, black or african american, stage:Stage IIA, alive, 752 days 902.3
TCGA-C8-A1HK-01A 53 years, female, asian, stage:Stage IIB, alive, 366 days 902.0
TCGA-AR-A5QN-01A 68 years, female, white, stage:Stage IIIC, alive, 1013 days 901.1
TCGA-A1-A0SM-01A 77 years, male, white, stage:Stage IIA, alive, 242 days 900.6
TCGA-B6-A0IJ-01A 42 years, female, black or african american, stage:Stage IIB, alive, 7106 days 897.2
TCGA-D8-A73U-01A 88 years, female, white, stage:Stage IIA, alive, 492 days 892.7
TCGA-B6-A0IM-01A 75 years, female, black or african american, stage:Stage IIB, dead, 3873 days 889.8
TCGA-EW-A1PH-01A 52 years, female, white, stage:Stage IIA, alive, 607 days 889.0
TCGA-LL-A6FR-01A 50 years, female, black or african american, stage:Stage IIA, alive, 489 days 887.6
TCGA-B6-A0IP-01A 74 years, female, white, stage:Stage IA, dead, 3926 days 885.3
TCGA-OL-A5RZ-01A 57 years, female, black or african american, stage:Stage IA, alive, 679 days 884.5
TCGA-AO-A0JI-01A 56 years, female, white, stage:Stage IIA, alive, 1528 days 883.5
TCGA-BH-A1F2-01A 53 years, female, white, stage:Stage IIIB, dead, 959 days 883.2
TCGA-D8-A27M-01A 59 years, female, white, stage:Stage IA, alive, 410 days 882.4
TCGA-D8-A1JF-01A 79 years, female, white, stage:Stage IIIA, alive, 366 days 880.7
TCGA-AR-A24M-01A 38 years, female, white, stage:Stage IIIA, alive, 3660 days 880.1
TCGA-BH-A201-01A 64 years, female, white, stage:Stage IA, alive, 856 days 879.4
TCGA-A2-A3XT-01A 45 years, female, black or african american, stage:Stage IIB, alive, 2770 days 878.3
TCGA-EW-A1P1-01A 68 years, female, white, stage:Stage IIIC, alive, 1210 days 878.2
TCGA-C8-A27B-01A 48 years, female, asian, stage:Stage IIB, alive, 439 days 876.9
TCGA-BH-A42T-01A 75 years, female, black or african american, stage:Stage IIA, dead, 320 days 876.8
TCGA-BH-A1EX-01A 67 years, female, white, stage:Stage IIB, dead, 1508 days 876.1
TCGA-OL-A66I-01A 36 years, female, black or african american, stage:Stage IIA, alive, 714 days 872.2
TCGA-E2-A1IH-01A 80 years, female, white, stage:Stage I, alive, 1026 days 871.1
TCGA-OL-A6VO-01A 43 years, female, black or african american, stage:Stage IA, alive, 858 days 870.0
TCGA-S3-A6ZF-01A 64 years, female, black or african american, stage:Stage IIA, alive, 572 days 867.3
TCGA-AR-A0TS-01A 46 years, female, white, stage:Stage IIB, alive, 2558 days 865.8
TCGA-E2-A572-01A 72 years, female, black or african american, stage:Stage IIIA, alive, 1208 days 864.8
TCGA-LL-A440-01A 61 years, female, white, stage:Stage IA, alive, 759 days 862.0
TCGA-B6-A0RN-01A 60 years, female, white, stage:Stage IA, alive, 8008 days 858.2
TCGA-E9-A54Y-01A 63 years, female, white, stage:Stage IIIA, alive, 725 days 858.0
TCGA-BH-A18Q-01A 56 years, female, white, stage:Stage IIB, dead, 1692 days 857.2
TCGA-LL-A73Z-01A 55 years, female, black or african american, stage:Stage IV, dead, 227 days 854.7
TCGA-PE-A5DC-01A 72 years, female, white, stage:Stage IIIA, dead, 1430 days 853.4
TCGA-AC-A6IW-01A 73 years, female, black or african american, stage:Stage IIA, alive, 413 days 852.8
TCGA-AQ-A54O-01A 51 years, male, black or african american, stage:Stage IIA, alive, 1001 days 851.2
TCGA-AO-A0JG-01A 49 years, female, white, stage:Stage IIIA, alive, 798 days 847.4
TCGA-AO-A0J3-01A 67 years, female, white, stage:Stage IIB, alive, 651 days 846.8
TCGA-B6-A402-01A 47 years, female, black or african american, stage:Stage I, alive, 2281 days 845.7
TCGA-5T-A9QA-01A 52 years, female, black or african american, stage:Stage IIA, alive, 303 days 844.1
TCGA-E2-A1B1-01A 45 years, female, white, stage:Stage IIB, alive, 2653 days 839.8
TCGA-AR-A2LO-01A 46 years, female, white, stage:Stage IIB, alive, 1198 days 836.9
TCGA-E9-A2JT-01A 63 years, female, white, stage:Stage IIA, alive, 288 days 829.3
TCGA-BH-A0HA-01A 31 years, female, white, stage:Stage I, alive, 1611 days 829.0
TCGA-B6-A0I2-01A 45 years, female, white, stage:Stage IA, alive, 4361 days 828.0
TCGA-AC-A5XU-01A 74 years, female, black or african american, stage:Stage IIB, alive, 455 days 823.0
TCGA-PL-A8LZ-01A 29 years, female, black or african american, stage:Stage IIIB, alive, 302 days 819.9
TCGA-AO-A128-01A 61 years, female, white, stage:Stage IIA, alive, 3248 days 819.1
TCGA-E2-A1LE-01A 71 years, female, white, stage:Stage IIIC, dead, 879 days 818.8
TCGA-D8-A1XF-01A 45 years, female, white, stage:Stage IIA, alive, 463 days 817.5
TCGA-LL-A5YM-01A 88 years, female, black or african american, stage:Stage IIIB, alive, 394 days 817.4
TCGA-AR-A2LN-01A 65 years, female, white, stage:Stage IIA, alive, 1161 days 812.9
TCGA-E2-A574-01A 44 years, female, black or african american, stage:Stage IIA, alive, 1179 days 803.4
TCGA-BH-A1FH-01A 47 years, female, white, stage:Stage IV, dead, 1034 days 798.1
TCGA-GM-A3NW-01A 63 years, female, white, stage:Stage IIA, alive, 3361 days 796.8
TCGA-LL-A5YN-01A 46 years, female, black or african american, stage:Stage IIA, alive, 447 days 794.2
TCGA-D8-A147-01A 45 years, female, white, stage:'--, alive, 584 days 791.9
TCGA-AQ-A7U7-01A 55 years, female, white, stage:Stage IIIA, dead, 584 days 791.1
TCGA-EW-A1OV-01A 56 years, female, white, stage:Stage IIB, alive, 789 days 786.3
TCGA-A2-A25A-01A 44 years, female, white, stage:Stage IIA, alive, 3276 days 786.0
TCGA-A2-A04V-01A 39 years, female, white, stage:Stage IIA, dead, 1920 days 785.5
TCGA-E2-A1LA-01A 59 years, female, stage:Stage IIA, alive, 748 days 784.5
TCGA-XX-A89A-01A 68 years, female, white, stage:Stage IIB, alive, 488 days 782.2
TCGA-AR-A252-01A 50 years, female, white, stage:Stage I, alive, 2838 days 781.5
TCGA-BH-A28O-01A 50 years, female, white, stage:Stage IIIC, alive, 1120 days 773.9
TCGA-EW-A1IY-01A 38 years, female, asian, stage:Stage I, alive, 258 days 773.4
TCGA-AR-A2LR-01A 49 years, female, white, stage:Stage I, alive, 1742 days 773.0
TCGA-A2-A0T1-01A 55 years, female, american indian or alaska native, stage:Stage IIIC, alive, 521 days 767.7
TCGA-E9-A228-01A 58 years, female, white, stage:Stage IIB, alive, 1285 days 761.5
TCGA-A8-A07U-01A 66 years, female, stage:Stage IIIA, alive, 760 days 757.0
TCGA-AR-A1AH-01A 51 years, female, white, stage:Stage IIB, alive, 3807 days 756.6
TCGA-AO-A126-01A 39 years, female, asian, stage:Stage IIA, alive, 3307 days 755.4
TCGA-AN-A0FN-01A 61 years, female, white, stage:Stage IA, alive, 218 days 753.0
TCGA-LL-A5YO-01A 50 years, female, black or african american, stage:Stage IA, alive, 440 days 747.8
TCGA-A8-A09Q-01A 83 years, female, stage:Stage IIIB, alive, 761 days 746.1
TCGA-Z7-A8R5-01A 61 years, female, white, stage:Stage IIIA, alive, 3287 days 740.8
TCGA-BH-A0E0-01A 38 years, female, white, stage:Stage IIIC, alive, 134 days 740.5
TCGA-GM-A5PX-01A 65 years, female, white, stage:Stage IIB, alive, 551 days 737.8
TCGA-E2-A1AZ-01A 63 years, female, white, stage:Stage IIB, alive, 2329 days 733.2
TCGA-LL-A73Y-01A 67 years, female, black or african american, stage:Stage IA, alive, 477 days 731.9
TCGA-A8-A07C-01A 57 years, female, stage:Stage IIA, alive, 1034 days 730.6
TCGA-A8-A0A6-01A 64 years, female, stage:Stage IIIC, alive, 640 days 726.3
TCGA-AR-A24T-01A 46 years, female, white, stage:Stage IIIC, alive, 3202 days 723.2
TCGA-A7-A0DA-01A 62 years, female, white, stage:Stage IIA, alive, 1085 days 720.5
TCGA-AR-A24K-01A 46 years, female, white, stage:Stage IIA, alive, 1548 days 719.9
TCGA-OL-A66P-01A 75 years, female, black or african american, stage:Stage IIA, alive, 428 days 716.1
TCGA-S3-AA10-01A 65 years, female, black or african american, stage:Stage IIA, alive, 586 days 713.2
TCGA-C8-A12V-01A 55 years, female, asian, stage:Stage IIA, alive, 385 days 712.8
TCGA-AR-A24S-01A 61 years, female, white, stage:Stage I, alive, 2976 days 712.5
TCGA-A2-A0EQ-01A 64 years, female, black or african american, stage:Stage IIA, alive, 2426 days 709.3
TCGA-C8-A3M7-01A 60 years, female, asian, stage:Stage IIIB, dead, 1034 days 708.0
TCGA-A2-A3KC-01A 55 years, female, black or african american, stage:Stage IIB, alive, 1102 days 707.5
TCGA-PL-A8LY-01A 30 years, female, black or african american, stage:Stage IIB, alive, 8 days 701.9
TCGA-B6-A0RE-01A 61 years, female, black or african american, stage:Stage X, alive, 7777 days 692.4
TCGA-C8-A8HR-01A 49 years, female, asian, stage:Stage IIIA, alive, 408 days 690.0
TCGA-A1-A0SO-01A 67 years, female, white, stage:Stage IIB, alive, 852 days 688.0
TCGA-AC-A2FK-01A 45 years, female, white, stage:Stage IIIC, alive, 2650 days 682.9
TCGA-A2-A25F-01A 66 years, female, white, stage:Stage IIA, alive, 322 days 680.4
TCGA-GM-A2DO-01A 54 years, female, black or african american, stage:Stage I, alive, 2596 days 679.2
TCGA-AQ-A04J-01A 45 years, female, white, stage:Stage IIA, alive, 819 days 679.1
TCGA-AC-A2BK-01A 78 years, female, black or african american, stage:Stage IIIA, alive, 2222 days 677.6
TCGA-A7-A26G-01A 50 years, female, black or african american, stage:Stage IIA, alive, 722 days 675.8
TCGA-BH-A6R9-01A 61 years, female, white, stage:Stage IIA, alive, 160 days 672.4
TCGA-A2-A0CL-01A 37 years, female, black or african american, stage:Stage IIIA, alive, 3015 days 668.1
TCGA-BH-A209-01A 77 years, female, black or african american, stage:Stage I, dead, 3959 days 660.4
TCGA-E2-A10E-01A 64 years, female, white, stage:Stage IIA, alive, 865 days 651.3
TCGA-B6-A0RV-01A 42 years, female, white, stage:Stage IIIA, alive, 5156 days 645.8
TCGA-AR-A1AW-01A 65 years, female, white, stage:Stage IIA, alive, 2632 days 643.5
TCGA-E9-A3HO-01A 49 years, female, white, stage:Stage IIA, alive, 1158 days 639.4
TCGA-E2-A14X-01A 55 years, female, black or african american, stage:Stage IIIA, alive, 972 days 637.9
TCGA-BH-A1F0-01A 80 years, female, white, stage:Stage IIA, dead, 785 days 633.4
TCGA-LL-A5YL-01A 64 years, female, white, stage:Stage IIB, alive, 519 days 632.6
TCGA-A2-A1G6-01A 50 years, female, white, stage:Stage IIIA, alive, 501 days 627.2
TCGA-D8-A1XW-01A 53 years, female, white, stage:Stage IIA, alive, 1309 days 624.6
TCGA-B6-A0IH-01A 81 years, female, white, stage:Stage IIIA, dead, 2965 days 612.7
TCGA-GM-A2DA-01A 46 years, female, white, stage:Stage IIB, dead, 6593 days 612.6
TCGA-E2-A14N-01A 37 years, female, white, stage:Stage IIB, alive, 1434 days 610.7
TCGA-A2-A3XS-01A 62 years, female, black or african american, stage:Stage IIIA, dead, 1032 days 607.2
TCGA-LL-A441-01A 62 years, female, black or african american, stage:Stage IA, alive, 996 days 600.2
TCGA-AN-A0FT-01A 63 years, female, white, stage:Stage IIB, alive, 214 days 598.5
TCGA-AO-A0JC-01A 64 years, female, white, stage:Stage IIA, alive, 1547 days 596.2
TCGA-A1-A0SK-01A 54 years, female, asian, stage:Stage IIA, dead, 967 days 596.1
TCGA-BH-A42U-01A 80 years, female, black or african american, stage:Stage IIA, alive, 3364 days 592.6
TCGA-B6-A3ZX-01A 50 years, female, black or african american, stage:Stage IV, dead, 1152 days 590.5
TCGA-E2-A1LI-01A 57 years, female, white, stage:Stage IIB, alive, 3121 days 579.6
TCGA-E2-A1II-01A 51 years, female, white, stage:Stage I, alive, 1025 days 579.6
TCGA-B6-A0RT-01A 39 years, female, white, stage:Stage IIIA, alive, 2721 days 574.6
TCGA-AN-A04D-01A 58 years, female, white, stage:Stage IIB, alive, 52 days 573.1
TCGA-A8-A08X-01A 43 years, female, stage:Stage IIIC, alive, 1308 days 572.2
TCGA-BH-A0E6-01A 69 years, female, white, stage:Stage IA, alive, 293 days 566.1
TCGA-A1-A0SB-01A 70 years, female, white, stage:Stage I, alive, 259 days 565.8
TCGA-A2-A0ST-01A 62 years, female, white, stage:Stage IIA, alive, 3017 days 553.3
TCGA-A2-A0CR-01A 54 years, female, asian, stage:Stage IIB, alive, 3283 days 552.5
TCGA-GI-A2C9-01A 58 years, female, black or african american, stage:Stage IIB, alive, 3342 days 548.2
TCGA-A2-A3XV-01A 46 years, female, black or african american, stage:Stage IIA, alive, 996 days 545.1
TCGA-E9-A248-01A 51 years, female, white, stage:Stage IIA, alive, 59 days 540.6
TCGA-AN-A0AR-01A 55 years, female, white, stage:Stage IIA, alive, 10 days 539.3
TCGA-A2-A0SX-01A 48 years, female, white, stage:Stage IA, alive, 1534 days 539.2
TCGA-E2-A1B6-01A 44 years, female, white, stage:Stage IIA, alive, 867 days 535.1
TCGA-EW-A3U0-01A 61 years, female, black or african american, stage:Stage IIIA, alive, 532 days 534.9
TCGA-AO-A12F-01A 36 years, female, white, stage:Stage IIA, alive, 1842 days 534.0
TCGA-EW-A1P7-01A 59 years, female, white, stage:Stage IIA, alive, 915 days 520.2
TCGA-AC-A8OQ-01A 72 years, female, black or african american, stage:Stage IIB, alive, 34 days 517.8
TCGA-A2-A04Q-01A 48 years, female, white, stage:Stage IA, alive, 2385 days 498.7
TCGA-C8-A1HJ-01A 53 years, female, asian, stage:Stage IIA, alive, 5 days 498.0
TCGA-AO-A1KR-01A 51 years, female, white, stage:Stage IIA, alive, 2513 days 495.2
TCGA-BH-A1FC-01A 78 years, female, black or african american, stage:Stage IIA, dead, 3472 days 490.4
TCGA-B6-A0IN-01A 45 years, female, white, stage:Stage X, dead, 2573 days 476.5
TCGA-AR-A1AQ-01A 49 years, female, white, stage:Stage IIA, alive, 3021 days 472.0
TCGA-S3-AA15-01A 51 years, female, black or african american, stage:Stage IIB, alive, 525 days 471.9
TCGA-AR-A251-01A 51 years, female, white, stage:Stage IIIA, alive, 3030 days 471.6
TCGA-GM-A2DF-01A 53 years, female, black or african american, stage:Stage IIA, alive, 2155 days 465.7
TCGA-E9-A243-01A 52 years, female, white, stage:Stage IIA, alive, 612 days 461.3
TCGA-BH-A0RX-01A 59 years, female, white, stage:Stage IIA, alive, 170 days 458.4
TCGA-A2-A04P-01A 36 years, female, black or african american, stage:Stage IIIC, dead, 548 days 458.0
TCGA-AO-A0J9-01A 61 years, female, white, stage:Stage IIIC, alive, 1613 days 454.9
TCGA-AO-A1KO-01A 46 years, female, white, stage:Stage IIB, alive, 622 days 452.3
TCGA-A2-A1FV-01A 74 years, female, white, stage:Stage IIB, alive, 714 days 448.3
TCGA-GM-A4E0-01A 67 years, female, white, stage:Stage IIIC, alive, 2191 days 425.4
TCGA-B6-A0WX-01A 40 years, female, black or african american, stage:Stage IIIA, dead, 639 days 421.4
TCGA-WT-AB41-01A 55 years, female, black or african american, stage:Stage IIB, alive, 1611 days 419.2
TCGA-GM-A3NY-01A 72 years, female, white, stage:Stage IIB, alive, 1162 days 388.0
TCGA-E9-A3Q9-01A 78 years, female, white, stage:Stage IIIC, alive, 1001 days 382.6
TCGA-E9-A22G-01A 47 years, female, white, stage:Stage IIA, alive, 1239 days 379.5
TCGA-E9-A3X8-01A 48 years, female, white, stage:Stage IIB, alive, 926 days 370.2
TCGA-A2-A04U-01A 47 years, female, white, stage:Stage IIA, alive, 2654 days 347.6
TCGA-AQ-A54N-01A 51 years, female, black or african american, stage:Stage IIA, alive, 78 days 295.3
TCGA-E2-A1LH-01A 59 years, female, white, stage:Stage I, alive, 3247 days 287.1
TCGA-WT-AB44-01A 77 years, female, white, stage:Stage IA, alive, 883 days 285.9
TCGA-EW-A1J6-01A 70 years, female, white, stage:Stage I, alive, 875 days 280.3
TCGA-EW-A6SB-01A 62 years, female, black or african american, stage:Stage II, alive, 760 days 279.5
TCGA-AO-A0JL-01A 59 years, female, white, stage:Stage IIIA, alive, 1683 days 263.8
TCGA-AO-A0JB-01A 50 years, female, white, stage:Stage IIIA, alive, 1542 days 187.9
TCGA-E2-A1LS-01A 46 years, female, white, stage:Stage IA, alive, 1604 days 182.2
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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.

ALDOA is not prognostic in Breast Invasive Carcinoma (validation)


Stage:
Survival analysis
Current cut offi

Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.

:
Best expression cut offi

Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .

When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.

: 1170.1
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 1007.9
Number of samples 50
Samples
Sample Description pTPM
DO228383 30 years, female, NA, stage:2, alive, 3975 days 2909.4
DO228321 35 years, female, NA, stage:2, dead, 4286 days 2473.6
DO228247 33 years, female, NA, stage:3, dead, 2584 days 2382.6
DO228283 33 years, female, NA, stage:3, alive, 5180 days 1767.7
DO228340 34 years, female, NA, stage:3, dead, 1051 days 1686.4
DO228356 33 years, female, NA, stage:2, dead, 3732 days 1427.4
DO228449 27 years, female, NA, stage:2, alive, 4896 days 1395.0
DO228310 33 years, female, NA, stage:2, dead, 153 days 1387.7
DO228262 33 years, female, NA, stage:2, alive, 3889 days 1351.3
DO228256 29 years, female, NA, stage:2, alive, 2312 days 1341.4
DO228471 28 years, female, NA, stage:2, alive, 1827 days 1338.7
DO228268 35 years, female, NA, stage:2, alive, 5084 days 1294.9
DO228295 31 years, female, NA, stage:2, dead, 2616 days 1185.5
DO228319 35 years, female, NA, stage:1, alive, 4716 days 1154.7
DO228509 33 years, female, NA, stage:1, alive, 377 days 1088.4
DO228307 35 years, female, NA, stage:2, alive, 4928 days 1075.5
DO228260 32 years, female, NA, stage:2, alive, 3026 days 1056.0
DO228430 31 years, female, NA, stage:1, alive, 4647 days 1054.2
DO228300 35 years, female, NA, stage:2, alive, 952 days 1020.0
DO228423 34 years, female, NA, stage:2, alive, 4136 days 1010.1
DO228453 34 years, female, NA, stage:0, alive, 4157 days 994.0
DO228350 34 years, female, NA, stage:1, alive, 3069 days 989.5
DO228477 33 years, female, NA, stage:3, alive, 2188 days 987.3
DO228409 31 years, female, NA, stage:1, alive, 4423 days 986.5
DO228404 29 years, female, NA, stage:1, alive, 3737 days 973.6
DO228276 32 years, female, NA, stage:2, alive, 4613 days 973.5
DO228433 34 years, female, NA, stage:3, alive, 1929 days 892.8
DO228499 29 years, female, NA, stage:1, alive, 284 days 850.2
DO228272 32 years, female, NA, stage:2, alive, 4126 days 831.4
DO228502 27 years, female, NA, stage:1, alive, 164 days 816.9
DO228427 31 years, female, NA, stage:2, alive, 3995 days 816.8
DO228290 31 years, female, NA, stage:2, alive, 4268 days 782.4
DO228521 32 years, female, NA, stage:1, alive, 287 days 777.7
DO228266 33 years, female, NA, stage:2, dead, 3785 days 776.8
DO228332 33 years, female, NA, stage:2, alive, 4776 days 764.9
DO228441 29 years, female, NA, stage:1, dead, 147 days 755.9
DO228516 35 years, female, NA, stage:2, alive, 447 days 755.1
DO228431 32 years, female, NA, stage:2, alive, 2915 days 754.6
DO228246 26 years, female, NA, stage:3, dead, 327 days 737.8
DO229483 34 years, female, NA, stage:0, alive, 299 days 719.2
DO228479 27 years, female, NA, stage:2, alive, 1985 days 709.6
DO228452 32 years, female, NA, stage:2, dead, 1354 days 702.6
DO228460 25 years, female, NA, stage:2, alive, 3385 days 682.3
DO228483 34 years, female, NA, stage:0, alive, 1994 days 663.4
DO228426 35 years, female, NA, stage:2, alive, 4129 days 571.0
DO228488 30 years, female, NA, stage:2, alive, 991 days 187.4
DO228506 32 years, female, NA, stage:1, alive, 489 days 184.1
DO228439 33 years, female, NA, stage:1, alive, 1845 days 179.3
DO228455 34 years, female, NA, stage:1, alive, 3115 days 147.7
DO228293 28 years, female, NA, stage:2, alive, 4339 days 30.2
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BREAST CANCER - Protein expressioni

A mouse-over function shows sample information and annotation data. Click on an image to view it in a full screen mode. Samples can be filtered based on level of antibody staining by selecting one or several of the following categories: high, medium, low and not detected. The assay and annotation is described here.

Note that samples used for immunohistochemistry by the Human Protein Atlas do not correspond to samples in the TCGA dataset.

 

Antibody stainingi

Antibody staining in the annotated cell types in the current human tissue is reported as not detected, low, medium, or high, based on conventional immunohistochemistry profiling in selected tissues. This score is based on the combination of the staining intensity and fraction of stained cells.

Each image is clickable and will lead to virtual microscopy that enables deeper exploration of all samples and also displays staining intensity scores, fraction scores and subcellular localization as well as patient and tissue information for each sample.


Antibody HPA004177

Antibody CAB006252
 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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