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  • TPT1
CANCER BREAST CANCER Show tissue menu
BREAST CANCER CARCINOID CERVICAL CANCER COLORECTAL CANCER ENDOMETRIAL CANCER GLIOMA HEAD AND NECK CANCER LIVER CANCER LUNG CANCER LYMPHOMA
MELANOMA OVARIAN CANCER PANCREATIC CANCER PROSTATE CANCER RENAL CANCER SKIN CANCER STOMACH CANCER TESTIS CANCER THYROID CANCER UROTHELIAL CANCER
BRCA TCGA BRCA VALIDATION PROTEIN EXPRESSION
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Dictionary
Breast cancer
Human cancer
Breast invasive carcinoma
BREAST INVASIVE CARCINOMA (TCGA) - Interactive survival scatter ploti

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

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

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

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

& Survival analysisi

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

TPT1 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.

: 5874.08
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 4937.2
Number of samples 1022
Samples
Sample Description pTPM
TCGA-BH-A0B9-01A 44 years, female, white, stage:Stage IA, alive, 1572 days 17197.9
TCGA-AN-A0AS-01A 70 years, female, white, stage:Stage IIIA, alive, 10 days 14667.0
TCGA-E2-A1LG-01A 50 years, female, black or african american, stage:Stage IIA, alive, 1523 days 13562.2
TCGA-BH-A0HK-01A 81 years, female, white, stage:Stage IIB, alive, 178 days 12169.9
TCGA-BH-A0E2-01A 49 years, female, black or african american, stage:Stage IIIA, alive, 435 days 11941.3
TCGA-A2-A0T5-01A 39 years, female, white, stage:Stage IIA, alive, 531 days 11192.0
TCGA-GM-A2DM-01A 57 years, female, white, stage:Stage IIA, alive, 3226 days 10954.0
TCGA-A7-A3IY-01A 71 years, female, white, stage:Stage I, alive, 345 days 10951.0
TCGA-B6-A0X0-01A 54 years, female, white, stage:Stage I, dead, 3945 days 10931.1
TCGA-B6-A0RO-01A 71 years, female, white, stage:Stage IIIB, alive, 4929 days 10814.3
TCGA-E2-A154-01A 68 years, female, white, stage:Stage I, alive, 591 days 10618.1
TCGA-AO-A12A-01A 47 years, female, white, stage:Stage IIA, alive, 3112 days 10616.2
TCGA-D8-A27K-01A 47 years, female, white, stage:Stage IIB, alive, 1461 days 10025.3
TCGA-BH-A18G-01A 81 years, female, white, stage:Stage IA, alive, 149 days 9920.8
TCGA-B6-A0RN-01A 60 years, female, white, stage:Stage IA, alive, 8008 days 9877.9
TCGA-AO-A0JC-01A 64 years, female, white, stage:Stage IIA, alive, 1547 days 9848.1
TCGA-AO-A125-01A 72 years, female, black or african american, stage:Stage IIA, alive, 3456 days 9731.3
TCGA-A7-A0CG-01A 78 years, female, white, stage:Stage IIA, alive, 1043 days 9670.9
TCGA-AR-A2LE-01A 69 years, female, white, stage:Stage I, alive, 5062 days 9603.9
TCGA-E2-A15J-01A 51 years, female, white, stage:Stage I, alive, 1640 days 9601.9
TCGA-E9-A1R3-01A 70 years, female, white, stage:Stage IIIC, alive, 78 days 9584.1
TCGA-A2-A04V-01A 39 years, female, white, stage:Stage IIA, dead, 1920 days 9523.8
TCGA-BH-A0E1-01A 52 years, female, white, stage:Stage IIB, alive, 477 days 9380.1
TCGA-AN-A0FW-01A 67 years, female, white, stage:Stage IIIA, alive, 11 days 9295.5
TCGA-D8-A1XO-01A 56 years, female, white, stage:Stage IIB, alive, 1682 days 9246.6
TCGA-A1-A0SB-01A 70 years, female, white, stage:Stage I, alive, 259 days 9181.8
TCGA-B6-A0RV-01A 42 years, female, white, stage:Stage IIIA, alive, 5156 days 9153.2
TCGA-B6-A0I5-01A 49 years, female, white, stage:Stage IIB, alive, 8556 days 9134.9
TCGA-A2-A0SY-01A 62 years, female, white, stage:Stage IIIA, alive, 1347 days 9084.2
TCGA-A2-A0D3-01A 42 years, female, white, stage:Stage IA, alive, 1873 days 9042.4
TCGA-E9-A249-01A 45 years, female, white, stage:Stage IIA, alive, 217 days 9041.6
TCGA-BH-A0BM-01A 54 years, female, white, stage:Stage IIB, alive, 1876 days 8922.2
TCGA-EW-A1J1-01A 38 years, female, white, stage:Stage IIB, alive, 575 days 8870.4
TCGA-AR-A24X-01A 52 years, female, white, stage:Stage IIA, alive, 3004 days 8854.7
TCGA-OL-A5RX-01A 51 years, female, black or african american, stage:Stage IA, alive, 878 days 8821.0
TCGA-AC-A8OR-01A 75 years, female, white, stage:Stage IA, alive, 40 days 8796.6
TCGA-A2-A1G4-01A 71 years, female, white, stage:Stage IIIA, alive, 595 days 8738.9
TCGA-BH-A0DZ-01A 43 years, female, white, stage:Stage IIB, alive, 495 days 8699.0
TCGA-BH-A0BQ-01A 39 years, female, white, stage:Stage I, alive, 2255 days 8598.2
TCGA-AO-A0J5-01A 48 years, female, white, stage:Stage IV, dead, 792 days 8575.1
TCGA-AO-A0JD-01A 59 years, female, white, stage:Stage IIIA, alive, 2190 days 8518.0
TCGA-BH-A0DT-01A 41 years, female, white, stage:Stage IIA, alive, 2403 days 8477.1
TCGA-B6-A0IP-01A 74 years, female, white, stage:Stage IA, dead, 3926 days 8410.6
TCGA-BH-A0H3-01A 46 years, female, white, stage:Stage I, alive, 1928 days 8387.1
TCGA-A1-A0SF-01A 54 years, female, white, stage:Stage IIA, alive, 1463 days 8362.1
TCGA-BH-A0EB-01A 69 years, female, white, stage:Stage IA, alive, 745 days 8358.5
TCGA-BH-A0DV-01A 54 years, female, white, stage:Stage IIIA, alive, 2064 days 8329.6
TCGA-B6-A0IG-01A 50 years, female, white, stage:Stage IIB, dead, 4456 days 8309.7
TCGA-AO-A0J7-01A 71 years, female, white, stage:Stage IIB, alive, 618 days 8290.7
TCGA-E9-A227-01A 42 years, female, white, stage:Stage IIB, alive, 975 days 8276.7
TCGA-AO-A0JF-01A 68 years, female, white, stage:Stage IIA, alive, 1980 days 8244.7
TCGA-BH-AB28-01A 53 years, female, white, stage:Stage IIIA, alive, 287 days 8216.2
TCGA-AN-A0FS-01A 55 years, female, white, stage:Stage IA, alive, 210 days 8216.0
TCGA-A2-A0CV-01A 41 years, female, asian, stage:Stage IIB, alive, 3011 days 8172.9
TCGA-AN-A0FZ-01A 45 years, female, white, stage:Stage IIIA, alive, 10 days 8159.7
TCGA-A2-A0T6-01A 50 years, female, white, stage:Stage IIB, alive, 575 days 8128.3
TCGA-AC-A2FF-01A 40 years, female, asian, stage:Stage IIB, alive, 2759 days 8118.6
TCGA-B6-A0RQ-01A 68 years, female, white, stage:Stage IIB, dead, 4267 days 8109.7
TCGA-AN-A0FN-01A 61 years, female, white, stage:Stage IA, alive, 218 days 8081.2
TCGA-AO-A0J8-01A 61 years, female, white, stage:Stage IIA, alive, 680 days 8067.3
TCGA-AR-A1AV-01A 68 years, male, white, stage:Stage IIB, alive, 1864 days 8055.5
TCGA-BH-A0H5-01A 45 years, female, white, stage:Stage I, alive, 1620 days 8051.8
TCGA-AC-A3QP-01A 79 years, female, white, stage:Stage IIB, alive, 675 days 8045.2
TCGA-AC-A23E-01A 50 years, female, white, stage:Stage IIB, alive, 698 days 8044.1
TCGA-D8-A1X8-01A 62 years, female, white, stage:Stage IIIA, alive, 783 days 8039.1
TCGA-AQ-A1H3-01A 49 years, female, white, stage:Stage IIIC, alive, 989 days 8031.1
TCGA-E2-A1BD-01A 53 years, female, white, stage:Stage IIA, alive, 1133 days 8008.7
TCGA-A2-A0CY-01A 63 years, female, white, stage:Stage IIB, alive, 1673 days 7986.4
TCGA-AO-A12C-01A 42 years, female, white, stage:Stage IIB, alive, 2372 days 7980.2
TCGA-MS-A51U-01A 44 years, female, white, stage:Stage IIB, alive, 681 days 7969.5
TCGA-C8-A12N-01A 58 years, female, asian, stage:Stage IIA, alive, 358 days 7968.3
TCGA-D8-A141-01A 40 years, female, white, stage:'--, alive, 626 days 7964.9
TCGA-BH-A0HA-01A 31 years, female, white, stage:Stage I, alive, 1611 days 7936.9
TCGA-AN-A046-01A 68 years, female, white, stage:Stage IIA, alive, 10 days 7934.1
TCGA-E2-A15D-01A 47 years, female, white, stage:Stage IIA, alive, 526 days 7929.4
TCGA-E2-A1IK-01A 71 years, female, white, stage:Stage IIA, alive, 1800 days 7903.7
TCGA-C8-A12Z-01A 45 years, female, asian, stage:Stage IIB, alive, 382 days 7874.0
TCGA-A2-A0ES-01A 52 years, female, white, stage:Stage IIA, alive, 2190 days 7843.8
TCGA-BH-A0HI-01A 78 years, female, white, stage:Stage IA, alive, 620 days 7841.5
TCGA-C8-A138-01A 54 years, female, asian, stage:Stage IIIA, alive, 380 days 7838.5
TCGA-A2-A0CP-01A 60 years, female, white, stage:Stage IA, alive, 2813 days 7834.1
TCGA-A2-A0EM-01A 73 years, female, white, stage:Stage IA, alive, 3094 days 7828.7
TCGA-C8-A1HL-01A 38 years, female, asian, stage:Stage IIIA, alive, 317 days 7796.5
TCGA-EW-A1P0-01A 55 years, female, white, stage:Stage IIB, alive, 1251 days 7790.2
TCGA-AN-A041-01A 29 years, female, white, stage:Stage IIB, alive, 7 days 7767.1
TCGA-BH-A0HF-01A 77 years, female, white, stage:Stage IA, alive, 727 days 7758.8
TCGA-PL-A8LY-01A 30 years, female, black or african american, stage:Stage IIB, alive, 8 days 7736.9
TCGA-A2-A0ET-01A 58 years, female, white, stage:Stage IIIA, alive, 1066 days 7712.0
TCGA-AQ-A0Y5-01A 70 years, female, white, stage:Stage IIIA, dead, 172 days 7691.9
TCGA-AR-A24M-01A 38 years, female, white, stage:Stage IIIA, alive, 3660 days 7679.0
TCGA-A2-A0CQ-01A 62 years, female, black or african american, stage:Stage IA, alive, 2695 days 7662.8
TCGA-E2-A1B5-01A 46 years, female, white, stage:Stage IIA, alive, 984 days 7662.6
TCGA-D8-A1JN-01A 80 years, female, white, stage:Stage IIIC, alive, 620 days 7656.9
TCGA-AR-A1AL-01A 60 years, female, white, stage:Stage IIIA, alive, 2971 days 7585.6
TCGA-A2-A04U-01A 47 years, female, white, stage:Stage IIA, alive, 2654 days 7579.5
TCGA-A7-A5ZW-01A 47 years, female, black or african american, stage:Stage IIA, alive, 326 days 7547.6
TCGA-C8-A3M7-01A 60 years, female, asian, stage:Stage IIIB, dead, 1034 days 7546.5
TCGA-D8-A1JU-01A 51 years, female, white, stage:Stage IA, alive, 447 days 7542.6
TCGA-E2-A1L6-01A 44 years, female, white, stage:Stage IIA, alive, 1648 days 7514.1
TCGA-BH-A0W4-01A 46 years, female, white, stage:Stage IIA, alive, 759 days 7513.6
TCGA-E9-A1NF-01A 60 years, female, white, stage:Stage IIA, dead, 1072 days 7507.5
TCGA-AO-A12H-01A 69 years, female, black or african american, stage:Stage IIA, alive, 1234 days 7495.9
TCGA-C8-A131-01A 82 years, female, asian, stage:Stage IIIA, alive, 411 days 7491.7
TCGA-E9-A1N4-01A 41 years, female, white, stage:Stage IIIA, alive, 1000 days 7471.6
TCGA-JL-A3YX-01A 46 years, female, asian, stage:Stage IIA, alive, 352 days 7470.9
TCGA-A2-A0YF-01A 67 years, female, black or african american, stage:Stage I, alive, 1535 days 7464.2
TCGA-E2-A1B1-01A 45 years, female, white, stage:Stage IIB, alive, 2653 days 7464.0
TCGA-AC-A2FK-01A 45 years, female, white, stage:Stage IIIC, alive, 2650 days 7450.4
TCGA-E2-A1LB-01A 41 years, female, black or african american, stage:Stage IIB, alive, 2306 days 7424.7
TCGA-AO-A0J9-01A 61 years, female, white, stage:Stage IIIC, alive, 1613 days 7419.9
TCGA-EW-A1P1-01A 68 years, female, white, stage:Stage IIIC, alive, 1210 days 7377.2
TCGA-5L-AAT1-01A 63 years, female, white, stage:Stage IV, alive, 1471 days 7367.9
TCGA-B6-A0RM-01A 57 years, female, black or african american, stage:Stage X, dead, 2373 days 7357.1
TCGA-A8-A07E-01A 81 years, female, stage:Stage X, alive, 608 days 7354.7
TCGA-A2-A0YJ-01A 39 years, female, white, stage:Stage IIIA, alive, 566 days 7352.7
TCGA-BH-A0HO-01A 48 years, female, white, stage:Stage IIA, alive, 76 days 7347.5
TCGA-AC-A3YJ-01A 66 years, female, white, stage:Stage IIA, alive, 754 days 7343.0
TCGA-A2-A0SU-01A 66 years, female, white, stage:Stage IIA, alive, 1662 days 7334.7
TCGA-A8-A09V-01A 51 years, female, stage:Stage IIA, alive, 457 days 7314.0
TCGA-A7-A0D9-01A 37 years, female, white, stage:Stage IIA, alive, 1139 days 7304.7
TCGA-E2-A15I-01A 44 years, female, white, stage:Stage IIA, alive, 1692 days 7292.7
TCGA-AO-A1KO-01A 46 years, female, white, stage:Stage IIB, alive, 622 days 7276.0
TCGA-A2-A1G6-01A 50 years, female, white, stage:Stage IIIA, alive, 501 days 7264.9
TCGA-GM-A2DI-01A 52 years, female, white, stage:Stage I, alive, 2590 days 7238.8
TCGA-E2-A153-01A 51 years, female, white, stage:Stage IIB, alive, 707 days 7217.0
TCGA-BH-A0BT-01A 56 years, female, white, stage:Stage IIA, alive, 2365 days 7167.3
TCGA-BH-A0HP-01A 65 years, female, white, stage:Stage IIIA, alive, 414 days 7160.2
TCGA-BH-A42V-01A 41 years, female, black or african american, stage:Stage IB, alive, 635 days 7159.3
TCGA-BH-A0EA-01A 72 years, female, white, stage:Stage IIA, dead, 991 days 7145.7
TCGA-BH-A1FB-01A 60 years, female, white, stage:Stage IIB, dead, 3669 days 7144.7
TCGA-AR-A2LN-01A 65 years, female, white, stage:Stage IIA, alive, 1161 days 7131.1
TCGA-AC-A23G-01A 76 years, female, white, stage:Stage IIA, alive, 2248 days 7117.1
TCGA-B6-A0IJ-01A 42 years, female, black or african american, stage:Stage IIB, alive, 7106 days 7112.5
TCGA-A2-A25A-01A 44 years, female, white, stage:Stage IIA, alive, 3276 days 7098.5
TCGA-EW-A1IX-01A 48 years, female, asian, stage:Stage IIA, alive, 1208 days 7070.7
TCGA-E2-A1L9-01A 40 years, female, white, stage:Stage IIA, alive, 598 days 7068.9
TCGA-BH-A1FL-01A 69 years, female, white, stage:Stage IIB, dead, 1673 days 7061.1
TCGA-BH-A0HQ-01A 56 years, female, white, stage:Stage IIA, alive, 1121 days 7037.8
TCGA-AC-A5XU-01A 74 years, female, black or african american, stage:Stage IIB, alive, 455 days 7021.7
TCGA-E9-A1R7-01A 64 years, female, white, stage:Stage IIA, alive, 1467 days 7016.1
TCGA-AO-A12B-01A 63 years, female, white, stage:Stage IIA, alive, 2989 days 7004.2
TCGA-A1-A0SE-01A 56 years, female, white, stage:Stage I, alive, 1321 days 6990.4
TCGA-A2-A0EN-01A 70 years, female, white, stage:Stage IIA, alive, 4088 days 6974.1
TCGA-AN-A0FD-01A 71 years, female, white, stage:Stage IIA, alive, 196 days 6961.5
TCGA-E9-A1R0-01A 58 years, female, white, stage:Stage IIA, alive, 860 days 6953.9
TCGA-D8-A1JS-01A 77 years, female, white, stage:Stage IA, alive, 371 days 6940.2
TCGA-OL-A5RY-01A 52 years, female, black or african american, stage:Stage IIA, alive, 752 days 6922.9
TCGA-A1-A0SH-01A 39 years, female, white, stage:Stage IIA, alive, 1437 days 6916.9
TCGA-AR-A2LM-01A 49 years, female, white, stage:Stage II, alive, 1935 days 6914.0
TCGA-D8-A27W-01A 55 years, female, white, stage:Stage IIIB, alive, 373 days 6909.1
TCGA-A8-A08C-01A 65 years, female, stage:Stage IIA, alive, 881 days 6905.2
TCGA-A8-A0A1-01A 84 years, female, stage:Stage IIA, alive, 365 days 6897.7
TCGA-W8-A86G-01A 66 years, female, white, stage:Stage IIA, alive, 347 days 6880.3
TCGA-A2-A0EP-01A 56 years, female, white, stage:Stage I, alive, 3603 days 6869.5
TCGA-LL-A442-01A 56 years, female, black or african american, stage:Stage IIA, alive, 889 days 6869.4
TCGA-EW-A1J2-01A 50 years, female, black or african american, stage:'--, alive, 403 days 6860.1
TCGA-BH-A1ES-01A 35 years, female, white, stage:Stage IIB, dead, 3462 days 6848.0
TCGA-AC-A2FG-01A 79 years, female, white, stage:Stage IIB, alive, 1853 days 6829.5
TCGA-BH-A0HY-01A 60 years, female, white, stage:Stage I, alive, 1545 days 6814.6
TCGA-AR-A1AT-01A 62 years, female, white, stage:Stage IIA, dead, 1272 days 6814.6
TCGA-A2-A0EY-01A 62 years, female, white, stage:Stage IIB, alive, 1925 days 6811.5
TCGA-D8-A1JH-01A 56 years, female, white, stage:Stage IA, alive, 426 days 6808.7
TCGA-GM-A2D9-01A 69 years, female, white, stage:Stage I, dead, 1812 days 6806.4
TCGA-AC-A6NO-01A 43 years, female, black or african american, stage:Stage IIB, alive, 51 days 6792.3
TCGA-BH-A0B0-01A 56 years, female, black or african american, stage:Stage I, alive, 2477 days 6791.9
TCGA-E2-A1B4-01A 74 years, female, white, stage:Stage IIIA, dead, 1004 days 6784.8
TCGA-AO-A1KP-01A 77 years, female, white, stage:Stage IIA, alive, 2953 days 6783.5
TCGA-D8-A1JF-01A 79 years, female, white, stage:Stage IIIA, alive, 366 days 6780.2
TCGA-A8-A09T-01A 68 years, female, stage:'--, alive, 579 days 6779.2
TCGA-A1-A0SK-01A 54 years, female, asian, stage:Stage IIA, dead, 967 days 6776.3
TCGA-A7-A3J0-01A 62 years, female, white, stage:Stage IIA, alive, 313 days 6761.1
TCGA-A8-A095-01A 45 years, female, stage:Stage I, alive, 1277 days 6758.6
TCGA-BH-A0H9-01A 69 years, female, white, stage:Stage IIA, alive, 1247 days 6729.3
TCGA-AC-A2FB-01A 65 years, female, white, stage:Stage IIA, alive, 1234 days 6717.5
TCGA-E2-A3DX-01A 43 years, female, white, stage:Stage IIIC, alive, 1325 days 6715.6
TCGA-AN-A0FL-01A 62 years, female, white, stage:Stage IIA, alive, 231 days 6708.6
TCGA-E2-A1IJ-01A 57 years, female, white, stage:Stage I, alive, 865 days 6706.5
TCGA-A2-A0ER-01A 63 years, female, white, stage:Stage IB, alive, 2263 days 6683.4
TCGA-S3-AA11-01A 67 years, female, black or african american, stage:Stage IIA, alive, 421 days 6677.5
TCGA-EW-A1P3-01A 48 years, female, white, stage:Stage IIA, alive, 1611 days 6670.0
TCGA-LD-A9QF-01A 73 years, female, black or african american, stage:Stage IA, alive, 323 days 6669.3
TCGA-A8-A07J-01A 35 years, female, stage:Stage IIB, alive, 365 days 6667.7
TCGA-E9-A1NG-01A 62 years, female, white, stage:Stage IIA, dead, 786 days 6665.1
TCGA-AN-A0FK-01A 88 years, female, white, stage:Stage IIIB, alive, 213 days 6661.7
TCGA-BH-A1ET-01A 55 years, female, white, stage:Stage I, dead, 2520 days 6650.7
TCGA-BH-A6R9-01A 61 years, female, white, stage:Stage IIA, alive, 160 days 6648.8
TCGA-AR-A24O-01A 43 years, female, white, stage:Stage IIIA, alive, 3607 days 6640.2
TCGA-AR-A5QP-01A 54 years, female, white, stage:Stage IIB, alive, 1185 days 6628.0
TCGA-BH-A0DX-01A 62 years, female, white, stage:Stage I, alive, 2156 days 6619.7
TCGA-D8-A1X7-01A 40 years, female, white, stage:Stage IIA, alive, 509 days 6611.3
TCGA-AR-A2LQ-01A 59 years, female, white, stage:Stage IIB, alive, 1233 days 6606.9
TCGA-AR-A1AN-01A 46 years, female, white, stage:Stage IIA, alive, 2920 days 6579.9
TCGA-A2-A0EO-01A 54 years, female, white, stage:Stage IA, alive, 2442 days 6568.4
TCGA-A2-A0EW-01A 53 years, female, white, stage:Stage IIIC, dead, 1884 days 6567.9
TCGA-E9-A22E-01A 56 years, female, white, stage:Stage IIIA, alive, 1269 days 6547.3
TCGA-D8-A1XM-01A 57 years, female, white, stage:Stage IA, alive, 538 days 6536.7
TCGA-BH-A0DS-01A 71 years, female, white, stage:Stage IIIA, alive, 78 days 6524.2
TCGA-E2-A15H-01A 38 years, female, white, stage:Stage IIA, alive, 393 days 6506.1
TCGA-AR-A24P-01A 47 years, female, white, stage:Stage I, alive, 84 days 6501.8
TCGA-E2-A1BC-01A 63 years, female, stage:Stage IA, alive, 501 days 6495.1
TCGA-OL-A6VR-01A 48 years, female, black or african american, stage:Stage IA, alive, 1220 days 6494.1
TCGA-BH-A0BO-01A 54 years, female, white, stage:Stage I, alive, 2197 days 6492.7
TCGA-E9-A2JT-01A 63 years, female, white, stage:Stage IIA, alive, 288 days 6489.1
TCGA-GM-A5PV-01A 63 years, female, white, stage:Stage IIB, alive, 412 days 6488.3
TCGA-AC-A2FO-01A 65 years, female, white, stage:Stage IIB, alive, 2255 days 6470.8
TCGA-C8-A137-01A 34 years, female, asian, stage:Stage IIB, alive, 379 days 6463.2
TCGA-AO-A0JJ-01A 54 years, female, white, stage:Stage IIB, alive, 1887 days 6462.4
TCGA-BH-A1EU-01A 83 years, female, white, stage:Stage I, dead, 1286 days 6445.6
TCGA-A7-A5ZX-01A 48 years, female, white, stage:Stage IIIC, alive, 336 days 6434.7
TCGA-E9-A1QZ-01A 61 years, female, white, stage:Stage IIA, alive, 755 days 6422.8
TCGA-C8-A275-01A 56 years, female, asian, stage:Stage IIA, alive, 1 days 6417.0
TCGA-A8-A08Z-01A 76 years, female, stage:'--, alive, 1217 days 6415.7
TCGA-BH-A0BJ-01A 41 years, female, white, stage:Stage IIB, alive, 660 days 6409.8
TCGA-E9-A244-01A 54 years, female, white, stage:Stage IIA, alive, 21 days 6395.9
TCGA-OL-A6VQ-01A 49 years, female, white, stage:Stage IIA, alive, 600 days 6394.9
TCGA-A2-A0CS-01A 73 years, female, white, stage:Stage IV, dead, 2348 days 6392.2
TCGA-A7-A26E-01A 71 years, female, white, stage:Stage IIIA, alive, 954 days 6390.4
TCGA-B6-A0I9-01A 62 years, female, white, stage:Stage IV, dead, 362 days 6387.7
TCGA-E9-A228-01A 58 years, female, white, stage:Stage IIB, alive, 1285 days 6387.0
TCGA-LL-A6FQ-01A 77 years, female, black or african american, stage:Stage IIIA, alive, 80 days 6386.4
TCGA-A8-A07S-01A 73 years, female, stage:Stage IIA, alive, 243 days 6368.9
TCGA-A7-A4SE-01A 54 years, female, black or african american, stage:Stage IIA, alive, 644 days 6366.4
TCGA-A7-A3RF-01A 79 years, female, white, stage:Stage IIA, alive, 408 days 6354.9
TCGA-A2-A1G1-01A 85 years, female, white, stage:Stage IIB, alive, 584 days 6350.4
TCGA-E2-A1L7-01A 40 years, female, white, stage:Stage IIIA, alive, 1836 days 6335.5
TCGA-AQ-A04J-01A 45 years, female, white, stage:Stage IIA, alive, 819 days 6330.9
TCGA-A8-A0A6-01A 64 years, female, stage:Stage IIIC, alive, 640 days 6322.8
TCGA-B6-A0RS-01A 38 years, female, white, stage:Stage IIA, dead, 3063 days 6320.0
TCGA-A8-A06R-01A 69 years, female, stage:Stage IIB, alive, 547 days 6316.4
TCGA-A2-A04N-01A 66 years, female, white, stage:Stage IA, alive, 4354 days 6314.4
TCGA-AO-A03P-01A 54 years, female, black or african american, stage:Stage IIB, dead, 2911 days 6303.9
TCGA-AR-A2LO-01A 46 years, female, white, stage:Stage IIB, alive, 1198 days 6300.9
TCGA-AO-A1KR-01A 51 years, female, white, stage:Stage IIA, alive, 2513 days 6287.8
TCGA-AC-A23C-01A 62 years, female, white, stage:Stage IIB, alive, 585 days 6283.1
TCGA-AR-A0U3-01A 59 years, female, white, stage:Stage IIB, alive, 4080 days 6281.3
TCGA-E2-A15M-01A 66 years, female, white, stage:Stage IIA, dead, 336 days 6271.8
TCGA-E9-A5FK-01A 60 years, female, white, stage:Stage IIIC, alive, 812 days 6271.7
TCGA-BH-A0HN-01A 67 years, female, white, stage:Stage IA, alive, 516 days 6265.2
TCGA-GM-A3NY-01A 72 years, female, white, stage:Stage IIB, alive, 1162 days 6246.1
TCGA-GM-A3XG-01A 46 years, female, white, stage:Stage IIIA, alive, 1330 days 6234.6
TCGA-OL-A66J-01A 80 years, female, white, stage:Stage I, alive, 1996 days 6228.2
TCGA-GM-A2DO-01A 54 years, female, black or african american, stage:Stage I, alive, 2596 days 6222.7
TCGA-AC-A5EH-01A 76 years, female, black or african american, stage:Stage IIB, alive, 511 days 6209.5
TCGA-D8-A27E-01A 66 years, female, white, stage:Stage IA, alive, 530 days 6198.8
TCGA-BH-A208-01A 48 years, female, white, stage:Stage IIB, dead, 1759 days 6194.2
TCGA-A8-A06P-01A 63 years, female, stage:Stage IIIA, alive, 396 days 6192.0
TCGA-AC-A3BB-01A 46 years, female, black or african american, stage:Stage IIIA, alive, 987 days 6185.8
TCGA-BH-A0EI-01A 51 years, female, white, stage:Stage IIA, alive, 1926 days 6184.1
TCGA-E2-A15K-01A 58 years, female, white, stage:Stage IIB, alive, 275 days 6182.5
TCGA-A2-A0YD-01A 63 years, female, white, stage:Stage IIB, alive, 769 days 6180.3
TCGA-A1-A0SM-01A 77 years, male, white, stage:Stage IIA, alive, 242 days 6179.5
TCGA-B6-A0WZ-01A 50 years, female, black or african american, stage:Stage II, alive, 6292 days 6157.7
TCGA-BH-A0DP-01A 60 years, female, white, stage:Stage IIB, alive, 476 days 6153.1
TCGA-B6-A0IH-01A 81 years, female, white, stage:Stage IIIA, dead, 2965 days 6151.4
TCGA-BH-A0B5-01A 40 years, female, white, stage:Stage IIIA, alive, 2136 days 6140.8
TCGA-Z7-A8R5-01A 61 years, female, white, stage:Stage IIIA, alive, 3287 days 6116.7
TCGA-E9-A1NC-01A 61 years, female, white, stage:Stage IIB, alive, 1203 days 6113.1
TCGA-OL-A97C-01A 67 years, female, black or african american, stage:Stage IIB, alive, 271 days 6105.9
TCGA-GM-A4E0-01A 67 years, female, white, stage:Stage IIIC, alive, 2191 days 6103.5
TCGA-EW-A1PG-01A 53 years, female, white, stage:Stage IIB, alive, 1051 days 6096.2
TCGA-BH-A8G0-01A 54 years, female, white, stage:Stage IIB, alive, 662 days 6093.6
TCGA-A2-A25F-01A 66 years, female, white, stage:Stage IIA, alive, 322 days 6092.6
TCGA-LL-A740-01A 61 years, female, black or african american, stage:Stage IA, alive, 441 days 6083.5
TCGA-AR-A1AO-01A 47 years, female, white, stage:Stage IIA, alive, 2618 days 6076.8
TCGA-BH-A0W5-01A 77 years, female, white, stage:Stage IIA, alive, 1288 days 6071.8
TCGA-A7-A0CE-01A 57 years, female, white, stage:Stage IIA, alive, 1074 days 6059.6
TCGA-E2-A1IF-01A 74 years, female, white, stage:Stage I, alive, 1138 days 6052.7
TCGA-AC-A2FE-01A 62 years, female, white, stage:Stage IIIC, dead, 2636 days 6049.8
TCGA-AR-A0TR-01A 68 years, female, white, stage:Stage IIB, dead, 160 days 6049.0
TCGA-GM-A2DN-01A 58 years, female, white, stage:Stage IIA, alive, 3091 days 6046.6
TCGA-B6-A0RI-01A 44 years, female, white, stage:Stage IIIB, alive, 7126 days 6039.6
TCGA-HN-A2OB-01A 45 years, female, stage:Stage IIB, dead, 1900 days 6037.4
TCGA-D8-A27P-01A 64 years, female, white, stage:Stage IA, alive, 49 days 6036.4
TCGA-BH-A0E0-01A 38 years, female, white, stage:Stage IIIC, alive, 134 days 6036.2
TCGA-AR-A24S-01A 61 years, female, white, stage:Stage I, alive, 2976 days 6029.7
TCGA-AN-A04A-01A 36 years, female, white, stage:Stage IIIA, alive, 90 days 6026.2
TCGA-D8-A73X-01A 53 years, female, white, stage:Stage IIA, alive, 767 days 6023.8
TCGA-E9-A1RA-01A 48 years, female, white, stage:Stage IA, alive, 1369 days 6019.7
TCGA-E2-A156-01A 61 years, female, white, stage:Stage I, alive, 726 days 6017.0
TCGA-AN-A0FJ-01A 59 years, female, white, stage:Stage IV, alive, 242 days 6015.9
TCGA-A2-A0T0-01A 59 years, female, white, stage:Stage IIB, alive, 533 days 5989.2
TCGA-E9-A1RF-01A 68 years, female, white, stage:Stage IIIA, alive, 200 days 5986.6
TCGA-A8-A07P-01A 68 years, female, stage:Stage IIB, alive, 334 days 5985.1
TCGA-E2-A14U-01A 74 years, female, white, stage:Stage I, alive, 1318 days 5984.9
TCGA-E2-A15G-01A 76 years, female, white, stage:Stage IIA, alive, 554 days 5984.5
TCGA-E9-A243-01A 52 years, female, white, stage:Stage IIA, alive, 612 days 5974.5
TCGA-D8-A1XV-01A 84 years, female, white, stage:Stage IIA, alive, 461 days 5966.5
TCGA-D8-A27V-01A 62 years, female, white, stage:Stage IIA, alive, 381 days 5960.2
TCGA-E2-A574-01A 44 years, female, black or african american, stage:Stage IIA, alive, 1179 days 5950.9
TCGA-E2-A1IU-01A 60 years, female, white, stage:Stage IA, alive, 337 days 5941.2
TCGA-E9-A22B-01A 71 years, female, white, stage:Stage IA, alive, 1167 days 5924.2
TCGA-A2-A0YK-01A 61 years, female, white, stage:Stage IIA, alive, 588 days 5918.6
TCGA-A2-A4RY-01A 46 years, female, white, stage:Stage IIIC, alive, 648 days 5908.5
TCGA-E9-A1RI-01A 43 years, female, white, stage:Stage IIIA, alive, 1449 days 5905.3
TCGA-B6-A0IA-01A 51 years, female, white, stage:Stage IIA, alive, 8391 days 5899.5
TCGA-C8-A273-01A 29 years, female, asian, stage:Stage IIB, alive, 513 days 5890.4
TCGA-EW-A1OX-01A 43 years, female, white, stage:Stage IIA, alive, 911 days 5875.7
TCGA-AO-A03L-01A 34 years, female, asian, stage:Stage IIIA, alive, 2442 days 5874.1
TCGA-UU-A93S-01A 63 years, female, black or african american, stage:Stage IV, dead, 116 days 5868.3
TCGA-A2-A3KC-01A 55 years, female, black or african american, stage:Stage IIB, alive, 1102 days 5863.8
TCGA-A2-A259-01A 70 years, female, black or african american, stage:Stage I, alive, 1596 days 5857.3
TCGA-AR-A24T-01A 46 years, female, white, stage:Stage IIIC, alive, 3202 days 5851.1
TCGA-PE-A5DE-01A 41 years, female, white, stage:Stage IIA, alive, 2645 days 5838.1
TCGA-E2-A15L-01A 65 years, female, black or african american, stage:Stage IIA, alive, 626 days 5837.4
TCGA-B6-A0X4-01A 62 years, female, white, stage:Stage IIB, dead, 860 days 5827.4
TCGA-A8-A082-01A 58 years, female, stage:Stage IIB, alive, 549 days 5823.3
TCGA-E9-A54X-01A 85 years, female, white, stage:Stage IA, alive, 727 days 5823.2
TCGA-E9-A1NH-01A 71 years, female, white, stage:Stage IIB, alive, 576 days 5822.1
TCGA-BH-A28Q-01A 46 years, female, white, stage:Stage IIB, alive, 1119 days 5820.6
TCGA-5L-AAT0-01A 42 years, female, white, stage:Stage IIA, alive, 1477 days 5812.1
TCGA-A8-A09X-01A 62 years, female, stage:Stage IIIC, dead, 426 days 5804.8
TCGA-E9-A1N3-01A 70 years, female, white, stage:Stage IIIA, alive, 1059 days 5802.8
TCGA-BH-A18N-01A 88 years, female, white, stage:Stage IIA, dead, 468 days 5799.5
TCGA-AR-A1AS-01A 54 years, female, asian, stage:Stage IIB, alive, 1150 days 5796.8
TCGA-AC-A3YI-01A 74 years, female, white, stage:Stage IIIC, alive, 707 days 5792.8
TCGA-GM-A3XN-01A 44 years, female, white, stage:Stage IIIA, alive, 2019 days 5787.7
TCGA-D8-A4Z1-01A 68 years, female, white, stage:Stage IA, alive, 659 days 5778.6
TCGA-OL-A66H-01A 74 years, female, black or african american, stage:Stage IB, alive, 812 days 5773.1
TCGA-D8-A1JB-01A 54 years, female, white, stage:Stage IIB, alive, 1688 days 5763.7
TCGA-AR-A1AM-01A 52 years, female, white, stage:Stage IIIA, alive, 2991 days 5755.5
TCGA-BH-A18M-01A 39 years, female, white, stage:Stage IIIA, dead, 2207 days 5755.3
TCGA-BH-A28O-01A 50 years, female, white, stage:Stage IIIC, alive, 1120 days 5746.5
TCGA-D8-A1XB-01A 62 years, female, white, stage:Stage IIB, alive, 552 days 5745.6
TCGA-E2-A15E-01A 40 years, female, white, stage:Stage IIA, alive, 630 days 5742.1
TCGA-BH-A1EX-01A 67 years, female, white, stage:Stage IIB, dead, 1508 days 5741.0
TCGA-BH-A42U-01A 80 years, female, black or african american, stage:Stage IIA, alive, 3364 days 5736.0
TCGA-AC-A3HN-01A 87 years, female, white, stage:Stage IIB, alive, 496 days 5731.5
TCGA-AN-A0FF-01A 32 years, female, white, stage:Stage IA, alive, 172 days 5731.1
TCGA-A8-A093-01A 61 years, female, stage:Stage IIA, alive, 546 days 5728.3
TCGA-A2-A1FZ-01A 63 years, female, white, stage:Stage IIA, alive, 683 days 5716.1
TCGA-D8-A1JJ-01A 54 years, female, white, stage:Stage IIA, alive, 611 days 5710.4
TCGA-A8-A08A-01A 89 years, female, stage:Stage I, alive, 30 days 5701.9
TCGA-BH-A0DI-01A 63 years, female, white, stage:Stage IIB, alive, 912 days 5697.3
TCGA-EW-A2FR-01A 59 years, female, black or african american, stage:Stage IIIC, alive, 1673 days 5690.1
TCGA-E2-A108-01A 64 years, female, white, stage:Stage IIIA, alive, 837 days 5682.6
TCGA-D8-A1XS-01A 48 years, male, white, stage:Stage IIIC, alive, 496 days 5681.9
TCGA-B6-A0RT-01A 39 years, female, white, stage:Stage IIIA, alive, 2721 days 5673.1
TCGA-EW-A1P7-01A 59 years, female, white, stage:Stage IIA, alive, 915 days 5662.5
TCGA-LL-A5YO-01A 50 years, female, black or african american, stage:Stage IA, alive, 440 days 5658.7
TCGA-BH-A1FR-01A 73 years, female, white, stage:Stage IIIB, dead, 1642 days 5658.5
TCGA-E9-A1N9-01A 58 years, female, white, stage:Stage IIA, alive, 1101 days 5654.8
TCGA-WT-AB44-01A 77 years, female, white, stage:Stage IA, alive, 883 days 5650.8
TCGA-AR-A24W-01A 55 years, female, white, stage:Stage IIB, alive, 1550 days 5642.1
TCGA-A8-A06Y-01A 66 years, female, stage:Stage IIA, alive, 791 days 5642.0
TCGA-A2-A3KD-01A 47 years, female, white, stage:Stage IIIA, alive, 1206 days 5640.9
TCGA-EW-A1IY-01A 38 years, female, asian, stage:Stage I, alive, 258 days 5631.6
TCGA-AN-A03Y-01A 66 years, female, white, stage:Stage IIA, alive, 10 days 5630.6
TCGA-A2-A0YL-01A 48 years, female, white, stage:Stage IIIA, alive, 1474 days 5628.4
TCGA-EW-A2FV-01A 39 years, female, white, stage:Stage IIIC, alive, 788 days 5625.7
TCGA-A2-A0CK-01A 60 years, female, white, stage:Stage IIIA, alive, 4159 days 5623.4
TCGA-AC-A6IX-01A 49 years, female, white, stage:Stage IIIC, alive, 373 days 5623.3
TCGA-E2-A14Z-01A 64 years, female, white, stage:Stage I, dead, 563 days 5612.2
TCGA-A2-A04Y-01A 53 years, female, white, stage:Stage IIB, alive, 1099 days 5611.3
TCGA-B6-A0I2-01A 45 years, female, white, stage:Stage IA, alive, 4361 days 5602.0
TCGA-OL-A5RV-01A 43 years, female, black or african american, stage:Stage IIIC, alive, 1062 days 5600.7
TCGA-E9-A1ND-01A 75 years, female, white, stage:Stage IIB, alive, 1266 days 5598.3
TCGA-A2-A0T4-01A 62 years, female, white, stage:Stage IIA, alive, 624 days 5597.1
TCGA-OL-A5D6-01A 71 years, female, black or african american, stage:Stage IIA, dead, 1104 days 5594.9
TCGA-EW-A1PD-01A 61 years, male, white, stage:Stage IIA, alive, 424 days 5586.1
TCGA-GM-A2DA-01A 46 years, female, white, stage:Stage IIB, dead, 6593 days 5579.8
TCGA-E2-A10F-01A 47 years, female, white, stage:Stage IIA, alive, 878 days 5572.5
TCGA-A7-A0CH-01A 79 years, female, white, stage:Stage IIA, alive, 1079 days 5567.1
TCGA-AC-A2B8-01A 84 years, female, white, stage:Stage IIB, alive, 677 days 5565.4
TCGA-AR-A2LJ-01A 40 years, female, white, stage:Stage IIIA, alive, 2632 days 5559.8
TCGA-E9-A229-01A 37 years, female, white, stage:Stage IA, alive, 1148 days 5557.9
TCGA-D8-A27T-01A 53 years, female, white, stage:Stage IIIC, alive, 398 days 5554.2
TCGA-BH-A0GY-01A 67 years, female, white, stage:Stage IIA, alive, 923 days 5551.0
TCGA-OL-A66L-01A 71 years, female, black or african american, stage:Stage IA, alive, 1301 days 5550.1
TCGA-A7-A426-01A 50 years, female, white, stage:Stage IIIC, alive, 364 days 5540.3
TCGA-AN-A0AK-01A 76 years, female, white, stage:Stage IIA, alive, 224 days 5520.7
TCGA-LL-A440-01A 61 years, female, white, stage:Stage IA, alive, 759 days 5516.7
TCGA-B6-A0WY-01A 40 years, female, white, stage:Stage IIIA, dead, 3461 days 5506.3
TCGA-XX-A899-01A 46 years, female, white, stage:Stage IIIA, alive, 467 days 5504.5
TCGA-BH-A18R-01A 50 years, female, white, stage:Stage IIA, dead, 1142 days 5502.3
TCGA-D8-A1XJ-01A 76 years, female, white, stage:Stage IIIA, alive, 664 days 5502.0
TCGA-BH-A2L8-01A 45 years, female, white, stage:Stage IIA, alive, 612 days 5501.4
TCGA-BH-A0C3-01A 47 years, female, white, stage:Stage I, alive, 2709 days 5501.1
TCGA-AO-A12G-01A 75 years, female, white, stage:Stage IIA, alive, 1639 days 5498.6
TCGA-B6-A0RG-01A 26 years, female, white, stage:Stage IIB, alive, 2082 days 5497.6
TCGA-B6-A0RU-01A 40 years, female, white, stage:Stage IA, alive, 8605 days 5496.0
TCGA-BH-A18J-01A 56 years, female, white, stage:Stage IV, dead, 612 days 5491.2
TCGA-D8-A27L-01A 49 years, female, white, stage:Stage IIIA, alive, 499 days 5485.0
TCGA-AN-A0FV-01A 58 years, female, white, stage:Stage IIA, alive, 10 days 5478.8
TCGA-B6-A0IK-01A 63 years, female, white, stage:Stage IIIB, dead, 571 days 5477.7
TCGA-D8-A145-01A 80 years, female, white, stage:Stage IIA, alive, 410 days 5470.3
TCGA-E9-A1R5-01A 63 years, female, white, stage:Stage IA, alive, 92 days 5462.6
TCGA-E2-A14Q-01A 50 years, female, white, stage:Stage IIB, alive, 1163 days 5461.3
TCGA-D8-A1XC-01A 85 years, female, white, stage:Stage IIIB, dead, 377 days 5436.8
TCGA-D8-A1XG-01A 86 years, female, white, stage:Stage IIIB, alive, 448 days 5435.7
TCGA-BH-A0BG-01A 73 years, female, white, stage:Stage I, alive, 1871 days 5431.8
TCGA-AR-A24K-01A 46 years, female, white, stage:Stage IIA, alive, 1548 days 5423.2
TCGA-E2-A1IH-01A 80 years, female, white, stage:Stage I, alive, 1026 days 5388.2
TCGA-BH-A0DQ-01A 42 years, female, white, stage:Stage IIB, alive, 98 days 5383.4
TCGA-EW-A1OY-01A 63 years, female, white, stage:Stage IIA, alive, 908 days 5378.4
TCGA-EW-A1J3-01A 61 years, female, white, stage:Stage IA, alive, 504 days 5371.3
TCGA-B6-A0IM-01A 75 years, female, black or african american, stage:Stage IIB, dead, 3873 days 5361.2
TCGA-BH-A0BD-01A 47 years, female, white, stage:Stage IIA, alive, 554 days 5353.0
TCGA-LL-A73Y-01A 67 years, female, black or african american, stage:Stage IA, alive, 477 days 5317.6
TCGA-BH-A0B8-01A 64 years, female, white, stage:Stage I, alive, 1569 days 5314.5
TCGA-D8-A1X6-01A 80 years, female, white, stage:Stage IIIA, alive, 541 days 5311.4
TCGA-AR-A1AR-01A 50 years, female, white, stage:Stage IIIA, dead, 524 days 5307.9
TCGA-BH-A1FH-01A 47 years, female, white, stage:Stage IV, dead, 1034 days 5307.5
TCGA-C8-A132-01A 56 years, female, asian, stage:Stage IIB, alive, 383 days 5306.8
TCGA-BH-A203-01A 78 years, female, white, stage:Stage IIB, dead, 1174 days 5304.7
TCGA-AR-A0TY-01A 54 years, female, white, stage:Stage IIA, dead, 1699 days 5287.2
TCGA-AO-A0JG-01A 49 years, female, white, stage:Stage IIIA, alive, 798 days 5285.0
TCGA-AO-A126-01A 39 years, female, asian, stage:Stage IIA, alive, 3307 days 5280.7
TCGA-EW-A423-01A 75 years, female, white, stage:Stage IIA, alive, 533 days 5280.4
TCGA-PL-A8LX-01A 35 years, female, black or african american, stage:Stage IV, alive, 5 days 5276.4
TCGA-A2-A04W-01A 50 years, female, white, stage:Stage IIB, alive, 3102 days 5275.6
TCGA-A2-A3XV-01A 46 years, female, black or african american, stage:Stage IIA, alive, 996 days 5273.9
TCGA-OL-A5RU-01A 63 years, female, black or african american, stage:Stage IIA, alive, 1219 days 5269.0
TCGA-E9-A24A-01A 69 years, female, white, stage:Stage IIA, alive, 747 days 5261.2
TCGA-AR-A0TT-01A 53 years, female, black or african american, stage:Stage IIIA, alive, 3316 days 5254.0
TCGA-A2-A3XZ-01A 46 years, female, black or african american, stage:Stage I, alive, 1532 days 5252.5
TCGA-BH-A0AW-01A 56 years, female, white, stage:Stage IIA, alive, 622 days 5248.7
TCGA-A1-A0SG-01A 61 years, female, white, stage:Stage IIB, alive, 434 days 5209.0
TCGA-AR-A1AQ-01A 49 years, female, white, stage:Stage IIA, alive, 3021 days 5202.1
TCGA-EW-A1P4-01A 43 years, female, white, stage:Stage IIA, alive, 907 days 5201.4
TCGA-E2-A15T-01A 65 years, female, white, stage:Stage IIA, alive, 1563 days 5192.1
TCGA-A2-A0CL-01A 37 years, female, black or african american, stage:Stage IIIA, alive, 3015 days 5186.6
TCGA-E2-A1B6-01A 44 years, female, white, stage:Stage IIA, alive, 867 days 5186.0
TCGA-BH-A0B6-01A 47 years, female, white, stage:Stage I, alive, 2483 days 5184.9
TCGA-A2-A4S0-01A 77 years, female, white, stage:Stage IIA, alive, 706 days 5184.3
TCGA-EW-A6SC-01A 60 years, female, black or african american, stage:Stage IIA, alive, 952 days 5176.4
TCGA-AN-A0AT-01A 62 years, female, white, stage:Stage IIA, alive, 10 days 5163.4
TCGA-A1-A0SJ-01A 39 years, female, black or african american, stage:Stage IIIA, alive, 416 days 5157.8
TCGA-BH-A18P-01A 60 years, female, white, stage:Stage I, dead, 921 days 5157.2
TCGA-EW-A1P6-01A 64 years, female, white, stage:Stage IIB, alive, 562 days 5150.7
TCGA-A2-A4RX-01A 67 years, female, black or african american, stage:Stage IIA, alive, 742 days 5148.6
TCGA-E9-A1NI-01A 51 years, female, white, stage:Stage IIA, alive, 300 days 5145.0
TCGA-A8-A0A7-01A 57 years, female, stage:Stage IIB, alive, 30 days 5132.9
TCGA-A7-A26H-01A 72 years, female, white, stage:Stage IIA, alive, 724 days 5131.3
TCGA-OK-A5Q2-01A 59 years, female, stage:Stage II, alive, 64 days 5125.8
TCGA-AC-A2QI-01A 76 years, female, white, stage:Stage IIIA, alive, 588 days 5120.3
TCGA-D8-A27G-01A 75 years, female, white, stage:Stage IIA, alive, 409 days 5120.1
TCGA-E2-A1IN-01A 60 years, female, white, stage:Stage I, alive, 675 days 5116.0
TCGA-E2-A105-01A 79 years, female, white, stage:Stage IIA, alive, 1308 days 5091.5
TCGA-EW-A424-01A 51 years, female, white, stage:Stage IIIA, alive, 715 days 5089.2
TCGA-A2-A0SX-01A 48 years, female, white, stage:Stage IA, alive, 1534 days 5088.6
TCGA-AR-A2LR-01A 49 years, female, white, stage:Stage I, alive, 1742 days 5085.7
TCGA-A8-A08B-01A 52 years, female, stage:Stage IIA, alive, 1156 days 5083.5
TCGA-BH-A0DG-01A 30 years, female, black or african american, stage:Stage IIA, alive, 2041 days 5082.8
TCGA-D8-A1XZ-01A 81 years, female, white, stage:Stage IIIA, alive, 466 days 5077.6
TCGA-LL-A9Q3-01A 69 years, female, white, stage:Stage IIIC, alive, 532 days 5076.0
TCGA-AO-A0JA-01A 36 years, female, black or african american, stage:Stage IIIC, alive, 655 days 5073.3
TCGA-AR-A24R-01A 45 years, female, white, stage:Stage IIIA, alive, 3430 days 5066.7
TCGA-E2-A14Y-01A 35 years, female, white, stage:Stage IIA, alive, 2109 days 5059.0
TCGA-E9-A245-01A 47 years, female, white, stage:Stage IIB, dead, 26 days 5052.6
TCGA-A2-A0EQ-01A 64 years, female, black or african american, stage:Stage IIA, alive, 2426 days 5051.6
TCGA-E2-A570-01A 47 years, female, black or african american, stage:Stage IB, alive, 931 days 5048.4
TCGA-A2-A0EU-01A 79 years, female, white, stage:Stage IA, alive, 1043 days 5046.3
TCGA-C8-A27B-01A 48 years, female, asian, stage:Stage IIB, alive, 439 days 5038.3
TCGA-A8-A09D-01A 47 years, female, stage:Stage IIB, alive, 1522 days 5031.2
TCGA-AC-A2FM-01A 87 years, female, white, stage:Stage IIB, dead, 792 days 5026.8
TCGA-GM-A5PX-01A 65 years, female, white, stage:Stage IIB, alive, 551 days 5025.5
TCGA-JL-A3YW-01A 49 years, female, asian, stage:Stage IIB, alive, 360 days 5013.5
TCGA-AR-A1AP-01A 80 years, female, white, stage:Stage I, alive, 2856 days 5008.0
TCGA-AC-A6IV-01A 47 years, female, white, stage:Stage IIB, alive, 568 days 5006.4
TCGA-A2-A0T3-01A 37 years, female, white, stage:Stage IB, alive, 1516 days 4982.2
TCGA-BH-A1FG-01A 88 years, female, white, stage:Stage I, dead, 577 days 4982.0
TCGA-C8-A1HI-01A 40 years, female, asian, stage:Stage IIIA, alive, 343 days 4956.2
TCGA-BH-A1FU-01A 44 years, female, white, stage:Stage IA, dead, 1688 days 4952.7
TCGA-AO-A129-01A 29 years, female, white, stage:Stage IIB, alive, 3286 days 4949.3
TCGA-AR-A0TP-01A 43 years, female, white, stage:Stage IIA, alive, 4275 days 4946.6
TCGA-BH-A0DE-01A 62 years, female, white, stage:Stage IIA, alive, 2372 days 4944.6
TCGA-D8-A27I-01A 58 years, female, white, stage:Stage IIIA, alive, 439 days 4943.2
TCGA-XX-A89A-01A 68 years, female, white, stage:Stage IIB, alive, 488 days 4925.8
TCGA-AC-A8OS-01A 71 years, female, white, stage:Stage IIA, alive, 70 days 4925.6
TCGA-E9-A5FL-01A 65 years, female, white, stage:Stage IIB, alive, 24 days 4923.8
TCGA-A2-A0T2-01A 66 years, female, white, stage:Stage IV, dead, 255 days 4922.6
TCGA-A1-A0SN-01A 50 years, female, white, stage:Stage IIA, alive, 1196 days 4903.7
TCGA-GI-A2C9-01A 58 years, female, black or african american, stage:Stage IIB, alive, 3342 days 4901.1
TCGA-A2-A0YI-01A 62 years, female, white, stage:Stage I, alive, 1505 days 4897.6
TCGA-AN-A0FT-01A 63 years, female, white, stage:Stage IIB, alive, 214 days 4889.7
TCGA-AR-A24H-01A 65 years, female, white, stage:Stage IIA, alive, 4894 days 4887.2
TCGA-AN-A0XS-01A 63 years, female, white, stage:Stage IIIA, alive, 10 days 4882.5
TCGA-EW-A6SA-01A 59 years, male, black or african american, stage:Stage II, alive, 510 days 4875.1
TCGA-4H-AAAK-01A 50 years, female, white, stage:Stage IIIA, alive, 348 days 4871.4
TCGA-A8-A0A9-01A 80 years, female, stage:Stage IIA, alive, 822 days 4871.1
TCGA-BH-A0AZ-01A 47 years, female, white, stage:Stage IIIA, alive, 1919 days 4865.9
TCGA-AC-A7VC-01A 56 years, female, white, stage:Stage IIB, alive, 1 days 4865.2
TCGA-3C-AALK-01A 52 years, female, black or african american, stage:Stage IA, alive, 1448 days 4863.9
TCGA-LD-A74U-01A 79 years, female, white, stage:Stage IIIC, alive, 402 days 4860.2
TCGA-D8-A1Y1-01A 80 years, female, white, stage:Stage IIIA, dead, 302 days 4855.8
TCGA-AR-A2LH-01A 55 years, female, white, stage:Stage III, dead, 616 days 4850.0
TCGA-A7-A13H-01A 61 years, female, white, stage:Stage IIB, alive, 899 days 4830.3
TCGA-E2-A1LE-01A 71 years, female, white, stage:Stage IIIC, dead, 879 days 4829.2
TCGA-OL-A5DA-01A 61 years, female, white, stage:Stage IIA, alive, 1783 days 4828.8
TCGA-BH-A18F-01A 50 years, female, white, stage:Stage IIA, alive, 1001 days 4828.5
TCGA-AO-A03V-01A 41 years, female, white, stage:Stage I, alive, 1351 days 4821.9
TCGA-E2-A15C-01A 61 years, female, white, stage:Stage I, alive, 694 days 4809.8
TCGA-EW-A6SD-01A 32 years, female, black or african american, stage:Stage IIB, alive, 1010 days 4808.9
TCGA-BH-A1EO-01A 68 years, female, white, stage:Stage IIA, dead, 2798 days 4808.7
TCGA-BH-A0AU-01A 45 years, female, white, stage:Stage IIA, alive, 1914 days 4807.6
TCGA-E2-A1AZ-01A 63 years, female, white, stage:Stage IIB, alive, 2329 days 4807.4
TCGA-B6-A40B-01A 76 years, female, white, stage:Stage I, alive, 3152 days 4794.4
TCGA-B6-A1KI-01A 63 years, female, white, stage:Stage I, alive, 2236 days 4794.1
TCGA-LD-A7W6-01A 54 years, female, white, stage:Stage IIB, alive, 404 days 4790.5
TCGA-A2-A04P-01A 36 years, female, black or african american, stage:Stage IIIC, dead, 548 days 4775.8
TCGA-GM-A2DD-01A 53 years, female, white, stage:Stage I, alive, 2282 days 4762.6
TCGA-D8-A73W-01A 79 years, female, white, stage:Stage IIIA, dead, 385 days 4756.8
TCGA-AR-A1AX-01A 64 years, female, white, stage:Stage I, alive, 2629 days 4755.8
TCGA-E2-A2P6-01A 77 years, female, stage:Stage IIB, alive, 1051 days 4755.6
TCGA-A2-A1G0-01A 49 years, female, white, stage:Stage IIB, alive, 616 days 4752.0
TCGA-LD-A66U-01A 44 years, female, white, stage:Stage IIB, alive, 646 days 4751.3
TCGA-BH-A201-01A 64 years, female, white, stage:Stage IA, alive, 856 days 4741.3
TCGA-B6-A0RH-01A 51 years, female, black or african american, stage:Stage IIA, dead, 6456 days 4730.9
TCGA-A2-A0CO-01A 85 years, female, white, stage:Stage IIB, dead, 1468 days 4717.9
TCGA-A7-A26G-01A 50 years, female, black or african american, stage:Stage IIA, alive, 722 days 4716.7
TCGA-A2-A0CR-01A 54 years, female, asian, stage:Stage IIB, alive, 3283 days 4716.4
TCGA-B6-A0WT-01A 61 years, female, white, stage:Stage IIB, alive, 5739 days 4707.4
TCGA-EW-A2FW-01A 52 years, female, white, stage:Stage IIA, alive, 672 days 4700.9
TCGA-A2-A0ST-01A 62 years, female, white, stage:Stage IIA, alive, 3017 days 4683.5
TCGA-BH-A0RX-01A 59 years, female, white, stage:Stage IIA, alive, 170 days 4674.6
TCGA-LL-A50Y-01A 84 years, female, white, stage:Stage IIA, alive, 762 days 4667.8
TCGA-BH-A0EE-01A 68 years, female, white, stage:Stage IIB, alive, 943 days 4666.3
TCGA-BH-A0AY-01A 62 years, female, white, stage:Stage IIA, alive, 777 days 4665.5
TCGA-B6-A402-01A 47 years, female, black or african american, stage:Stage I, alive, 2281 days 4662.5
TCGA-A2-A1FW-01A 62 years, female, white, stage:Stage IIIA, alive, 528 days 4656.7
TCGA-A8-A0A4-01A 73 years, female, stage:Stage IIA, alive, 396 days 4645.8
TCGA-D8-A3Z5-01A 54 years, female, white, stage:Stage IIIC, alive, 1015 days 4637.1
TCGA-AR-A1AH-01A 51 years, female, white, stage:Stage IIB, alive, 3807 days 4635.2
TCGA-BH-A0HW-01A 62 years, female, asian, stage:Stage IA, alive, 1561 days 4628.1
TCGA-E2-A14T-01A 52 years, female, white, stage:Stage IIA, alive, 2311 days 4625.1
TCGA-3C-AALJ-01A 62 years, female, black or african american, stage:Stage IIB, alive, 1474 days 4624.2
TCGA-A2-A0YC-01A 59 years, female, white, stage:Stage IIB, alive, 990 days 4617.5
TCGA-B6-A0RP-01A 73 years, female, white, stage:'--, dead, 3126 days 4592.2
TCGA-AC-A3W7-01A 66 years, female, white, stage:Stage IIB, alive, 471 days 4592.1
TCGA-GM-A2DK-01A 58 years, female, white, stage:Stage I, alive, 2645 days 4589.8
TCGA-E2-A14R-01A 62 years, female, white, stage:Stage IIA, alive, 1174 days 4583.1
TCGA-BH-A0E7-01A 79 years, female, white, stage:Stage IIB, alive, 1363 days 4582.3
TCGA-C8-A8HR-01A 49 years, female, asian, stage:Stage IIIA, alive, 408 days 4576.0
TCGA-E2-A14V-01A 53 years, female, white, stage:Stage IIB, alive, 1042 days 4575.2
TCGA-AR-A1AU-01A 39 years, female, white, stage:Stage IIIA, alive, 2868 days 4567.5
TCGA-E2-A1LI-01A 57 years, female, white, stage:Stage IIB, alive, 3121 days 4555.7
TCGA-C8-A1HF-01A 48 years, female, asian, stage:Stage IIA, alive, 332 days 4549.2
TCGA-AN-A03X-01A 74 years, female, white, stage:Stage IIA, alive, 10 days 4547.4
TCGA-BH-A0BV-01A 78 years, female, white, stage:Stage IIB, alive, 1519 days 4547.4
TCGA-AN-A0XV-01A 67 years, female, white, stage:Stage IIIA, alive, 162 days 4530.4
TCGA-E9-A1NE-01A 28 years, female, white, stage:Stage IIB, alive, 1088 days 4517.9
TCGA-B6-A0WX-01A 40 years, female, black or african american, stage:Stage IIIA, dead, 639 days 4516.7
TCGA-A2-A0D0-01A 60 years, female, black or african american, stage:Stage IIA, alive, 2048 days 4506.8
TCGA-AO-A124-01A 38 years, female, white, stage:Stage IIA, alive, 3506 days 4504.1
TCGA-AR-A256-01A 45 years, female, white, stage:Stage IIA, dead, 2854 days 4501.8
TCGA-LL-A5YL-01A 64 years, female, white, stage:Stage IIB, alive, 519 days 4499.4
TCGA-BH-A0BP-01A 76 years, female, white, stage:Stage I, dead, 2296 days 4497.7
TCGA-BH-A18V-01A 48 years, female, white, stage:Stage IIB, dead, 1556 days 4497.2
TCGA-E2-A1LS-01A 46 years, female, white, stage:Stage IA, alive, 1604 days 4487.3
TCGA-BH-A8FZ-01A 58 years, female, white, stage:Stage IA, alive, 574 days 4487.2
TCGA-BH-A209-01A 77 years, female, black or african american, stage:Stage I, dead, 3959 days 4484.3
TCGA-AN-A049-01A 62 years, female, white, stage:Stage IIA, alive, 19 days 4482.4
TCGA-AN-A04C-01A 51 years, female, white, stage:Stage IIB, alive, 54 days 4472.8
TCGA-E2-A572-01A 72 years, female, black or african american, stage:Stage IIIA, alive, 1208 days 4466.3
TCGA-BH-A0H6-01A 82 years, female, white, stage:Stage I, alive, 747 days 4456.1
TCGA-AR-A252-01A 50 years, female, white, stage:Stage I, alive, 2838 days 4455.8
TCGA-E2-A10B-01A 67 years, female, white, stage:Stage IIB, alive, 1141 days 4451.7
TCGA-A8-A09A-01A 40 years, female, stage:Stage X, alive, 304 days 4449.3
TCGA-A2-A04T-01A 62 years, female, white, stage:Stage IIA, alive, 2246 days 4449.2
TCGA-BH-A1F0-01A 80 years, female, white, stage:Stage IIA, dead, 785 days 4447.5
TCGA-LL-A73Z-01A 55 years, female, black or african american, stage:Stage IV, dead, 227 days 4446.5
TCGA-E2-A1LL-01A 73 years, female, black or african american, stage:Stage IIIA, alive, 1309 days 4444.1
TCGA-A8-A08G-01A 41 years, female, stage:Stage IIA, alive, 607 days 4443.8
TCGA-BH-A0BC-01A 60 years, female, white, stage:Stage IIIC, alive, 974 days 4440.7
TCGA-BH-A0BA-01A 51 years, female, white, stage:Stage IIIC, alive, 1132 days 4428.1
TCGA-BH-A1FE-01A 31 years, female, white, stage:Stage IIB, dead, 2273 days 4422.2
TCGA-BH-A0BL-01A 35 years, female, white, stage:Stage I, alive, 2278 days 4419.2
TCGA-AR-A254-01A 50 years, female, white, stage:Stage IIIA, alive, 2605 days 4418.1
TCGA-BH-A0BR-01A 59 years, female, white, stage:Stage I, alive, 2330 days 4415.1
TCGA-A8-A0A2-01A 66 years, female, stage:Stage IIA, alive, 579 days 4409.1
TCGA-AR-A0TS-01A 46 years, female, white, stage:Stage IIB, alive, 2558 days 4404.2
TCGA-AN-A0XW-01A 36 years, female, white, stage:Stage IIIA, alive, 170 days 4401.6
TCGA-A8-A075-01A 42 years, female, stage:Stage IIB, alive, 518 days 4369.8
TCGA-EW-A1J5-01A 59 years, female, white, stage:Stage IIB, alive, 477 days 4369.6
TCGA-E2-A10A-01A 41 years, female, white, stage:Stage IIB, alive, 1229 days 4369.0
TCGA-BH-A0AV-01A 52 years, female, black or african american, stage:Stage I, alive, 1820 days 4363.5
TCGA-E9-A3X8-01A 48 years, female, white, stage:Stage IIB, alive, 926 days 4360.1
TCGA-E9-A1N5-01A 45 years, female, white, stage:Stage IIB, alive, 1120 days 4352.2
TCGA-A8-A091-01A 61 years, female, stage:Stage IIA, alive, 1004 days 4345.3
TCGA-C8-A26Z-01A 59 years, female, asian, stage:Stage IIA, alive, 470 days 4326.5
TCGA-EW-A1IW-01A 80 years, female, white, stage:Stage IIB, alive, 371 days 4324.3
TCGA-BH-A1FN-01A 34 years, female, white, stage:Stage IIA, dead, 2192 days 4315.9
TCGA-E2-A10E-01A 64 years, female, white, stage:Stage IIA, alive, 865 days 4305.7
TCGA-E2-A1B0-01A 50 years, female, white, stage:Stage IIIA, alive, 1631 days 4298.4
TCGA-A7-A26J-01A 49 years, female, white, stage:Stage IIA, alive, 627 days 4284.4
TCGA-AN-A0XL-01A 61 years, female, white, stage:Stage IIA, alive, 163 days 4283.9
TCGA-E9-A22A-01A 74 years, female, white, stage:Stage IIA, alive, 1189 days 4272.2
TCGA-AN-A0XN-01A 68 years, female, white, stage:Stage IIIA, alive, 10 days 4271.7
TCGA-C8-A1HE-01A 59 years, female, asian, stage:Stage IIA, alive, 375 days 4265.5
TCGA-A8-A09W-01A 70 years, female, stage:Stage IIIB, alive, 30 days 4259.3
TCGA-A2-A1FX-01A 61 years, female, white, stage:Stage IIIA, alive, 1847 days 4255.0
TCGA-A7-A2KD-01A 53 years, female, black or african american, stage:Stage IIIA, alive, 679 days 4254.3
TCGA-D8-A3Z6-01A 56 years, female, white, stage:Stage IIIC, alive, 563 days 4253.8
TCGA-OL-A66N-01A 59 years, female, white, stage:Stage IIIC, alive, 792 days 4233.1
TCGA-GI-A2C8-01A 63 years, female, white, stage:Stage IIIB, alive, 225 days 4230.0
TCGA-EW-A1PE-01A 56 years, female, white, stage:Stage IIA, alive, 320 days 4228.8
TCGA-A2-A0D2-01A 45 years, female, white, stage:Stage IIA, alive, 1027 days 4228.5
TCGA-AC-A5XS-01A 74 years, female, white, stage:Stage IIA, alive, 588 days 4228.2
TCGA-BH-A0BF-01A 56 years, female, white, stage:Stage IIB, dead, 1324 days 4223.6
TCGA-EW-A1PB-01A 70 years, female, black or african american, stage:Stage IIIA, alive, 608 days 4215.2
TCGA-AC-A4ZE-01A 63 years, female, white, stage:Stage IIB, alive, 890 days 4208.4
TCGA-A8-A07C-01A 57 years, female, stage:Stage IIA, alive, 1034 days 4206.4
TCGA-BH-A0H7-01A 65 years, female, white, stage:Stage IIIA, alive, 702 days 4201.9
TCGA-BH-A42T-01A 75 years, female, black or african american, stage:Stage IIA, dead, 320 days 4192.3
TCGA-D8-A1Y2-01A 71 years, female, white, stage:Stage IIA, alive, 433 days 4191.3
TCGA-AO-A03O-01A 69 years, female, black or african american, stage:Stage IIA, dead, 2483 days 4185.0
TCGA-D8-A1XT-01A 61 years, female, white, stage:Stage IIA, alive, 506 days 4182.3
TCGA-C8-A12L-01A 67 years, female, asian, stage:Stage IIA, alive, 363 days 4176.1
TCGA-AR-A2LK-01A 62 years, female, white, stage:Stage III, dead, 1649 days 4174.7
TCGA-Z7-A8R6-01A 46 years, female, white, stage:Stage I, alive, 3256 days 4161.0
TCGA-AO-A0JE-01A 53 years, female, black or african american, stage:Stage IIIA, alive, 2335 days 4157.9
TCGA-AR-A5QN-01A 68 years, female, white, stage:Stage IIIC, alive, 1013 days 4157.0
TCGA-AR-A24U-01A 47 years, female, white, stage:Stage IIA, alive, 3128 days 4155.2
TCGA-AN-A0XP-01A 69 years, female, white, stage:Stage IIIA, alive, 9 days 4148.6
TCGA-AR-A5QQ-01A 68 years, female, white, stage:Stage IIIA, dead, 322 days 4144.7
TCGA-A1-A0SP-01A 40 years, female, stage:Stage IIA, alive, 584 days 4139.7
TCGA-AO-A12F-01A 36 years, female, white, stage:Stage IIA, alive, 1842 days 4137.0
TCGA-LL-A441-01A 62 years, female, black or african american, stage:Stage IA, alive, 996 days 4134.1
TCGA-A2-A25B-01A 39 years, female, black or african american, stage:Stage IIB, alive, 1291 days 4126.8
TCGA-A2-A0T7-01A 51 years, female, white, stage:Stage IIA, alive, 631 days 4126.3
TCGA-AO-A0JM-01A 40 years, female, stage:Stage IIB, alive, 2184 days 4124.0
TCGA-A8-A0AD-01A 83 years, female, stage:Stage I, alive, 1157 days 4123.1
TCGA-BH-A1F2-01A 53 years, female, white, stage:Stage IIIB, dead, 959 days 4116.3
TCGA-AO-A1KS-01A 69 years, female, white, stage:Stage IIA, alive, 350 days 4104.9
TCGA-C8-A8HQ-01A 53 years, female, asian, stage:Stage IIB, alive, 380 days 4104.5
TCGA-AR-A0U4-01A 54 years, female, white, stage:Stage IIA, alive, 3261 days 4102.8
TCGA-C8-A1HM-01A 74 years, female, asian, stage:Stage IIA, alive, 375 days 4091.0
TCGA-AO-A0J4-01A 41 years, female, black or african american, stage:Stage IA, alive, 1587 days 4083.7
TCGA-A7-A4SC-01A 62 years, female, white, stage:Stage IIB, alive, 446 days 4083.5
TCGA-EW-A1PH-01A 52 years, female, white, stage:Stage IIA, alive, 607 days 4079.4
TCGA-A7-A13F-01A 44 years, female, white, stage:Stage IIIA, alive, 765 days 4078.1
TCGA-AC-A3TM-01A 50 years, female, white, stage:Stage IIIA, alive, 762 days 4069.0
TCGA-AC-A8OP-01A 72 years, female, black or african american, stage:Stage IA, alive, 614 days 4061.8
TCGA-A8-A08P-01A 70 years, female, stage:Stage IIIA, alive, 943 days 4053.8
TCGA-BH-A0HB-01A 55 years, female, white, stage:Stage IA, alive, 806 days 4043.6
TCGA-A2-A25C-01A 50 years, female, white, stage:Stage IIB, alive, 523 days 4039.6
TCGA-AN-A0XT-01A 54 years, female, white, stage:Stage IIIA, alive, 10 days 4018.6
TCGA-B6-A0WS-01A 58 years, female, black or african american, stage:Stage X, dead, 2965 days 4018.5
TCGA-BH-A18Q-01A 56 years, female, white, stage:Stage IIB, dead, 1692 days 4005.8
TCGA-BH-A0W7-01A 49 years, female, white, stage:Stage I, alive, 1363 days 4002.5
TCGA-B6-A0IE-01A 38 years, female, black or african american, stage:Stage IIIA, dead, 1993 days 3999.5
TCGA-D8-A27M-01A 59 years, female, white, stage:Stage IA, alive, 410 days 3995.6
TCGA-E9-A3Q9-01A 78 years, female, white, stage:Stage IIIC, alive, 1001 days 3995.0
TCGA-D8-A1JE-01A 62 years, female, white, stage:Stage IIA, alive, 575 days 3990.4
TCGA-A2-A04X-01A 34 years, female, white, stage:Stage IIA, alive, 1686 days 3989.6
TCGA-BH-A18T-01A 70 years, female, white, stage:Stage IIA, dead, 224 days 3987.2
TCGA-D8-A1XR-01A 56 years, female, white, stage:Stage IIB, alive, 482 days 3984.9
TCGA-D8-A73U-01A 88 years, female, white, stage:Stage IIA, alive, 492 days 3974.9
TCGA-AR-A0TX-01A 64 years, female, stage:Stage IIA, alive, 1972 days 3974.5
TCGA-AC-A3TN-01A 75 years, female, white, stage:Stage IIB, alive, 456 days 3967.0
TCGA-A7-A3J1-01A 63 years, female, white, stage:Stage IA, alive, 343 days 3966.3
TCGA-A8-A09I-01A 84 years, female, stage:Stage IIA, alive, 1371 days 3959.1
TCGA-AO-A128-01A 61 years, female, white, stage:Stage IIA, alive, 3248 days 3957.7
TCGA-AR-A2LL-01A 70 years, female, white, stage:Stage IIB, alive, 2012 days 3952.5
TCGA-EW-A1IZ-01A 53 years, female, white, stage:Stage IIIA, alive, 554 days 3949.4
TCGA-A7-A0CD-01A 66 years, female, white, stage:Stage I, alive, 1165 days 3946.2
TCGA-C8-A26W-01A 58 years, female, asian, stage:Stage IIB, alive, 381 days 3941.5
TCGA-AN-A0XO-01A 59 years, female, white, stage:Stage IIIA, alive, 375 days 3935.9
TCGA-AN-A0AL-01A 41 years, female, white, stage:Stage IIIB, alive, 227 days 3934.4
TCGA-A8-A08I-01A 53 years, female, stage:Stage IIA, alive, 365 days 3930.6
TCGA-C8-A12X-01A 62 years, female, asian, stage:Stage IIB, alive, 385 days 3925.9
TCGA-AN-A0AM-01A 56 years, female, white, stage:Stage IIA, alive, 5 days 3925.2
TCGA-E9-A1N6-01A 52 years, female, white, stage:Stage IIB, dead, 678 days 3921.9
TCGA-E2-A1IO-01A 37 years, female, white, stage:Stage I, alive, 1855 days 3911.6
TCGA-E2-A10C-01A 54 years, female, white, stage:Stage IIB, alive, 1220 days 3893.8
TCGA-E2-A15F-01A 64 years, female, white, stage:Stage I, alive, 658 days 3892.2
TCGA-S3-AA12-01A 82 years, female, black or african american, stage:Stage IIIA, alive, 574 days 3889.2
TCGA-B6-A0IN-01A 45 years, female, white, stage:Stage X, dead, 2573 days 3889.1
TCGA-BH-A0C0-01A 62 years, female, white, stage:Stage IIA, alive, 1270 days 3883.1
TCGA-OL-A66O-01A 39 years, female, black or african american, stage:Stage IIB, alive, 528 days 3882.2
TCGA-S3-A6ZG-01A 71 years, female, black or african american, stage:Stage IIB, alive, 562 days 3880.1
TCGA-D8-A1XK-01A 55 years, female, white, stage:Stage IIB, alive, 441 days 3880.0
TCGA-D8-A27H-01A 72 years, female, white, stage:Stage IIA, alive, 397 days 3878.2
TCGA-C8-A12Q-01A 78 years, female, asian, stage:Stage IIIA, dead, 385 days 3876.2
TCGA-E9-A1RH-01A 63 years, female, white, stage:Stage IIA, alive, 1417 days 3865.3
TCGA-AN-A0G0-01A 56 years, female, white, stage:Stage IIA, alive, 16 days 3852.0
TCGA-A2-A0D1-01A 76 years, female, white, stage:Stage IIA, alive, 1051 days 3849.8
TCGA-AC-A2BK-01A 78 years, female, black or african american, stage:Stage IIIA, alive, 2222 days 3847.9
TCGA-A2-A3XS-01A 62 years, female, black or african american, stage:Stage IIIA, dead, 1032 days 3847.4
TCGA-E2-A1II-01A 51 years, female, white, stage:Stage I, alive, 1025 days 3832.4
TCGA-BH-A18S-01A 79 years, female, white, stage:Stage I, dead, 2009 days 3829.3
TCGA-C8-A135-01A 64 years, female, asian, stage:Stage IIB, alive, 393 days 3820.4
TCGA-OL-A6VO-01A 43 years, female, black or african american, stage:Stage IA, alive, 858 days 3817.9
TCGA-BH-A0B7-01A 42 years, female, white, stage:Stage IIB, alive, 2559 days 3817.3
TCGA-E2-A150-01A 48 years, female, white, stage:Stage IIA, alive, 1935 days 3811.8
TCGA-OL-A5D8-01A 40 years, female, black or african american, stage:Stage IIB, alive, 973 days 3807.8
TCGA-B6-A401-01A 47 years, female, black or african american, stage:Stage IIA, alive, 2596 days 3805.6
TCGA-A7-A4SB-01A 56 years, female, white, stage:Stage IIIA, alive, 418 days 3794.4
TCGA-AR-A0TQ-01A 27 years, female, white, stage:Stage IIIA, alive, 2991 days 3794.1
TCGA-A2-A0YE-01A 48 years, female, white, stage:Stage IIB, alive, 554 days 3793.9
TCGA-E2-A106-01A 34 years, female, asian, stage:Stage IB, alive, 2541 days 3793.6
TCGA-A8-A09R-01A 82 years, female, stage:Stage IIB, alive, 273 days 3790.5
TCGA-AO-A1KQ-01A 84 years, male, white, stage:Stage IIIB, alive, 1882 days 3786.2
TCGA-AC-A62Y-01A 79 years, female, white, stage:Stage IIB, alive, 530 days 3783.7
TCGA-E9-A1R2-01A 51 years, female, white, stage:Stage IIIC, alive, 1063 days 3781.2
TCGA-BH-A0DK-01A 49 years, female, white, stage:Stage IIA, alive, 423 days 3774.5
TCGA-E9-A1N8-01A 48 years, female, white, stage:Stage IIA, alive, 1039 days 3759.4
TCGA-A2-A4RW-01A 49 years, female, white, stage:Stage IIIC, alive, 222 days 3752.2
TCGA-A2-A0T1-01A 55 years, female, american indian or alaska native, stage:Stage IIIC, alive, 521 days 3749.6
TCGA-AO-A12D-01A 43 years, female, white, stage:Stage IIA, alive, 2515 days 3749.4
TCGA-AN-A0AR-01A 55 years, female, white, stage:Stage IIA, alive, 10 days 3733.8
TCGA-AR-A255-01A 62 years, female, white, stage:Stage I, alive, 2161 days 3730.0
TCGA-E2-A158-01A 43 years, female, white, stage:Stage IIA, alive, 450 days 3728.9
TCGA-C8-A12V-01A 55 years, female, asian, stage:Stage IIA, alive, 385 days 3726.4
TCGA-A8-A08O-01A 45 years, female, stage:Stage IV, alive, 943 days 3721.2
TCGA-AR-A5QM-01A 62 years, female, white, stage:Stage IIA, alive, 2231 days 3713.3
TCGA-GM-A2DB-01A 62 years, female, white, stage:Stage IIA, alive, 2406 days 3698.6
TCGA-E9-A295-01A 71 years, female, white, stage:Stage IIA, alive, 375 days 3697.8
TCGA-A2-A0EV-01A 80 years, female, white, stage:Stage IA, alive, 968 days 3690.3
TCGA-AR-A250-01A 58 years, female, white, stage:Stage IIA, alive, 2707 days 3688.4
TCGA-S3-A6ZF-01A 64 years, female, black or african american, stage:Stage IIA, alive, 572 days 3687.4
TCGA-D8-A1JI-01A 54 years, female, white, stage:Stage IIA, alive, 577 days 3685.2
TCGA-BH-A202-01A 60 years, female, white, stage:Stage II, alive, 795 days 3683.3
TCGA-AR-A1AJ-01A 83 years, female, white, stage:Stage I, alive, 2383 days 3682.7
TCGA-D8-A1XF-01A 45 years, female, white, stage:Stage IIA, alive, 463 days 3680.3
TCGA-E2-A14N-01A 37 years, female, white, stage:Stage IIB, alive, 1434 days 3668.0
TCGA-AN-A0XU-01A 54 years, female, white, stage:Stage IIA, alive, 10 days 3667.6
TCGA-E2-A15S-01A 34 years, female, white, stage:Stage IIB, alive, 428 days 3665.9
TCGA-C8-A26X-01A 58 years, female, asian, stage:Stage IIA, alive, 376 days 3663.6
TCGA-A2-A0CX-01A 52 years, female, white, stage:Stage IIA, alive, 1728 days 3661.1
TCGA-D8-A1XU-01A 56 years, female, white, stage:Stage IA, alive, 395 days 3653.3
TCGA-B6-A40C-01A 51 years, female, white, stage:Stage IIB, alive, 2164 days 3652.1
TCGA-C8-A27A-01A 48 years, female, asian, stage:Stage IIB, alive, 747 days 3645.4
TCGA-D8-A27R-01A 41 years, female, white, stage:Stage IIIC, alive, 307 days 3645.3
TCGA-A7-A0DA-01A 62 years, female, white, stage:Stage IIA, alive, 1085 days 3644.3
TCGA-BH-A0HX-01A 54 years, female, white, stage:Stage IIB, alive, 829 days 3642.8
TCGA-AC-A3EH-01A 79 years, female, white, stage:Stage IIIC, dead, 197 days 3637.6
TCGA-E2-A107-01A 54 years, female, white, stage:Stage IIIA, alive, 1047 days 3631.4
TCGA-BH-A5J0-01A 63 years, female, black or african american, stage:Stage IA, alive, 715 days 3629.2
TCGA-A8-A08T-01A 64 years, female, stage:Stage IV, dead, 3409 days 3625.7
TCGA-5T-A9QA-01A 52 years, female, black or african american, stage:Stage IIA, alive, 303 days 3622.2
TCGA-AQ-A7U7-01A 55 years, female, white, stage:Stage IIIA, dead, 584 days 3620.0
TCGA-LL-A5YN-01A 46 years, female, black or african american, stage:Stage IIA, alive, 447 days 3619.5
TCGA-BH-A1EY-01A 79 years, female, white, stage:Stage IIA, dead, 538 days 3607.6
TCGA-E9-A1R4-01A 66 years, female, white, stage:Stage IA, alive, 186 days 3606.2
TCGA-A2-A0CT-01A 71 years, female, white, stage:Stage IIA, alive, 2289 days 3604.9
TCGA-A1-A0SD-01A 59 years, female, white, stage:Stage IIA, alive, 437 days 3604.3
TCGA-E9-A1RD-01A 67 years, female, white, stage:Stage IIA, alive, 34 days 3603.2
TCGA-A2-A04Q-01A 48 years, female, white, stage:Stage IA, alive, 2385 days 3601.9
TCGA-AR-A0TZ-01A 43 years, female, white, stage:'--, dead, 3262 days 3595.5
TCGA-BH-A8FY-01A 87 years, female, white, stage:Stage IA, dead, 295 days 3595.4
TCGA-E9-A1RE-01A 74 years, female, white, stage:Stage IIIA, alive, 1419 days 3593.0
TCGA-D8-A1XQ-01A 69 years, female, white, stage:Stage IIA, alive, 499 days 3591.6
TCGA-D8-A1Y0-01A 65 years, female, white, stage:Stage IIIA, alive, 472 days 3589.5
TCGA-EW-A1OW-01A 58 years, female, black or african american, stage:Stage IIA, alive, 694 days 3584.9
TCGA-A8-A09Q-01A 83 years, female, stage:Stage IIIB, alive, 761 days 3584.0
TCGA-A8-A076-01A 66 years, female, stage:Stage IIA, alive, 1642 days 3582.3
TCGA-AC-A6IW-01A 73 years, female, black or african american, stage:Stage IIA, alive, 413 days 3579.6
TCGA-A8-A07B-01A 69 years, female, stage:Stage IIA, alive, 1308 days 3574.7
TCGA-A8-A06Q-01A 63 years, female, stage:Stage IIIA, alive, 31 days 3571.5
TCGA-E9-A1RB-01A 40 years, female, white, stage:Stage IIA, dead, 976 days 3570.2
TCGA-C8-A1HJ-01A 53 years, female, asian, stage:Stage IIA, alive, 5 days 3569.2
TCGA-E9-A226-01A 45 years, female, white, stage:Stage IIIA, dead, 1048 days 3534.8
TCGA-LL-A5YP-01A 49 years, female, black or african american, stage:Stage IIB, alive, 450 days 3534.5
TCGA-BH-A0BZ-01A 59 years, female, white, stage:Stage IIIA, alive, 2255 days 3525.4
TCGA-E2-A56Z-01A 69 years, female, black or african american, stage:Stage IIB, alive, 252 days 3522.6
TCGA-AR-A24L-01A 26 years, female, white, stage:Stage IIB, dead, 2866 days 3511.3
TCGA-D8-A27N-01A 36 years, female, white, stage:Stage IIIA, alive, 519 days 3501.0
TCGA-B6-A3ZX-01A 50 years, female, black or african american, stage:Stage IV, dead, 1152 days 3490.8
TCGA-E2-A2P5-01A 78 years, female, black or african american, stage:Stage IIIC, dead, 821 days 3488.7
TCGA-D8-A1JP-01A 73 years, female, white, stage:Stage IA, alive, 639 days 3482.9
TCGA-A2-A0CU-01A 73 years, female, white, stage:Stage IIA, dead, 158 days 3481.5
TCGA-A2-A0YT-01A 56 years, female, white, stage:Stage IIIB, dead, 723 days 3480.2
TCGA-AN-A0FY-01A 55 years, female, white, stage:Stage IA, alive, 10 days 3479.5
TCGA-AO-A0JB-01A 50 years, female, white, stage:Stage IIIA, alive, 1542 days 3475.5
TCGA-E9-A248-01A 51 years, female, white, stage:Stage IIA, alive, 59 days 3473.6
TCGA-B6-A2IU-01A 62 years, female, white, stage:Stage IIA, alive, 5176 days 3466.2
TCGA-C8-A274-01A 63 years, female, asian, stage:Stage IIA, alive, 508 days 3463.6
TCGA-GM-A2DL-01A 50 years, female, white, stage:Stage I, alive, 3519 days 3462.5
TCGA-EW-A3U0-01A 61 years, female, black or african american, stage:Stage IIIA, alive, 532 days 3457.3
TCGA-BH-A0DH-01A 63 years, female, white, stage:Stage IIB, alive, 1156 days 3450.7
TCGA-E9-A6HE-01A 45 years, female, white, stage:Stage IIIC, alive, 847 days 3447.9
TCGA-E9-A22H-01A 42 years, female, white, stage:Stage IIB, alive, 1232 days 3447.2
TCGA-C8-A12O-01A 50 years, female, asian, stage:Stage IIA, alive, 385 days 3446.2
TCGA-A8-A09E-01A 73 years, female, stage:Stage IIIB, alive, 1492 days 3445.6
TCGA-E9-A1RG-01A 62 years, female, white, stage:Stage IIIA, alive, 647 days 3436.7
TCGA-AR-A24V-01A 52 years, female, white, stage:Stage IIB, alive, 3203 days 3434.7
TCGA-AN-A0FX-01A 52 years, female, white, stage:Stage IIA, alive, 10 days 3434.4
TCGA-S3-AA14-01A 47 years, female, black or african american, stage:Stage I, alive, 529 days 3433.6
TCGA-A7-A425-01A 70 years, female, white, stage:Stage IIIC, alive, 447 days 3430.6
TCGA-PL-A8LZ-01A 29 years, female, black or african american, stage:Stage IIIB, alive, 302 days 3419.8
TCGA-AO-A1KT-01A 78 years, female, white, stage:Stage IIA, alive, 541 days 3414.7
TCGA-A8-A086-01A 59 years, female, stage:Stage IIA, alive, 396 days 3408.6
TCGA-C8-A134-01A 52 years, female, asian, stage:Stage IIA, alive, 383 days 3399.0
TCGA-E2-A1IL-01A 78 years, female, white, stage:Stage IIA, alive, 118 days 3398.9
TCGA-E9-A5UP-01A 63 years, female, white, stage:Stage IIA, alive, 803 days 3392.6
TCGA-D8-A142-01A 74 years, female, white, stage:Stage IIB, alive, 425 days 3391.4
TCGA-BH-A18H-01A 63 years, female, white, stage:Stage IA, alive, 652 days 3390.7
TCGA-D8-A1J8-01A 77 years, female, white, stage:Stage IIB, alive, 431 days 3380.2
TCGA-E2-A1IG-01A 45 years, female, white, stage:Stage IIB, alive, 2140 days 3378.8
TCGA-EW-A1P8-01A 58 years, female, white, stage:Stage IIIC, dead, 239 days 3367.2
TCGA-A2-A1FV-01A 74 years, female, white, stage:Stage IIB, alive, 714 days 3366.1
TCGA-AR-A24N-01A 54 years, female, white, stage:Stage I, alive, 3035 days 3366.0
TCGA-OL-A5S0-01A 66 years, female, black or african american, stage:Stage IIB, alive, 620 days 3364.5
TCGA-A2-A0YG-01A 63 years, female, white, stage:Stage IIIC, alive, 666 days 3361.3
TCGA-AO-A0J3-01A 67 years, female, white, stage:Stage IIB, alive, 651 days 3360.2
TCGA-C8-A1HO-01A 34 years, female, asian, stage:Stage IIIC, alive, 375 days 3356.2
TCGA-D8-A1XW-01A 53 years, female, white, stage:Stage IIA, alive, 1309 days 3352.2
TCGA-AR-A24Z-01A 57 years, female, white, stage:Stage IIA, alive, 3001 days 3348.5
TCGA-E9-A2JS-01A 72 years, female, white, stage:Stage IIB, dead, 904 days 3340.4
TCGA-AR-A1AK-01A 70 years, female, white, stage:Stage I, alive, 3159 days 3338.1
TCGA-B6-A0WV-01A 67 years, female, white, stage:Stage IIB, dead, 2417 days 3335.9
TCGA-A8-A099-01A 76 years, female, stage:Stage X, alive, 304 days 3334.5
TCGA-BH-A18U-01A 72 years, female, white, stage:Stage IIIA, dead, 1563 days 3334.4
TCGA-BH-A0B4-01A 65 years, male, white, stage:Stage IIIA, alive, 1191 days 3333.7
TCGA-A8-A09B-01A 58 years, female, stage:Stage IIIB, alive, 365 days 3329.0
TCGA-D8-A13Y-01A 52 years, female, white, stage:Stage IA, alive, 1728 days 3324.0
TCGA-AN-A0AJ-01A 79 years, female, white, stage:Stage IIB, alive, 303 days 3295.9
TCGA-A2-A0YH-01A 53 years, female, white, stage:Stage IIIA, alive, 659 days 3292.8
TCGA-A1-A0SI-01A 52 years, female, white, stage:Stage IIB, alive, 635 days 3291.7
TCGA-AQ-A54N-01A 51 years, female, black or african american, stage:Stage IIA, alive, 78 days 3291.4
TCGA-PE-A5DD-01A 64 years, female, asian, stage:Stage IIA, alive, 1953 days 3290.4
TCGA-BH-A1F5-01A 62 years, female, white, stage:Stage IIA, dead, 2712 days 3282.7
TCGA-A7-A3IZ-01A 62 years, female, white, stage:Stage IIA, alive, 322 days 3267.0
TCGA-E2-A573-01A 48 years, female, black or african american, stage:Stage IA, alive, 1062 days 3261.4
TCGA-E2-A159-01A 50 years, female, white, stage:Stage IIA, alive, 762 days 3244.2
TCGA-C8-A12Y-01A 44 years, female, asian, stage:Stage IIB, alive, 1476 days 3240.2
TCGA-BH-A1EV-01A 45 years, female, white, stage:Stage IIIA, dead, 365 days 3211.1
TCGA-A8-A07Z-01A 85 years, female, stage:Stage IIA, alive, 1371 days 3210.9
TCGA-D8-A1JM-01A 59 years, female, white, stage:Stage IIB, alive, 590 days 3195.9
TCGA-C8-A12W-01A 49 years, female, asian, stage:Stage IIIB, alive, 385 days 3191.7
TCGA-AN-A0XR-01A 55 years, female, white, stage:Stage IIIA, alive, 10 days 3187.0
TCGA-BH-A1EN-01A 78 years, female, white, stage:Stage IIA, dead, 2127 days 3185.8
TCGA-BH-A204-01A 80 years, female, white, stage:Stage IIB, dead, 2534 days 3183.1
TCGA-E2-A14P-01A 79 years, female, white, stage:Stage IIIC, alive, 1246 days 3180.6
TCGA-D8-A1X5-01A 81 years, female, white, stage:Stage IIIC, alive, 565 days 3174.4
TCGA-S3-AA17-01A 64 years, female, black or african american, stage:Stage IIB, alive, 424 days 3170.9
TCGA-A8-A0AB-01A 54 years, female, stage:Stage IIA, alive, 518 days 3156.9
TCGA-AO-A12E-01A 51 years, female, white, stage:Stage IIB, alive, 2142 days 3156.5
TCGA-A8-A085-01A 44 years, male, stage:Stage IIB, alive, 1124 days 3151.0
TCGA-BH-A0B1-01A 66 years, female, white, stage:Stage IIB, alive, 1148 days 3139.7
TCGA-OL-A66K-01A 72 years, female, white, stage:Stage IIA, dead, 1275 days 3130.3
TCGA-B6-A1KN-01A 57 years, female, white, stage:Stage IIIB, alive, 4233 days 3126.6
TCGA-A8-A06Z-01A 84 years, female, stage:Stage IIB, alive, 31 days 3125.7
TCGA-B6-A0RE-01A 61 years, female, black or african american, stage:Stage X, alive, 7777 days 3114.3
TCGA-E2-A152-01A 56 years, female, white, stage:Stage I, alive, 2128 days 3113.9
TCGA-LQ-A4E4-01A 73 years, female, white, stage:Stage IIIA, alive, 849 days 3092.8
TCGA-A7-A6VW-01A 48 years, female, black or african american, stage:Stage IIA, alive, 285 days 3085.3
TCGA-A2-A4S1-01A 66 years, female, white, stage:Stage IIA, alive, 820 days 3082.7
TCGA-A7-A4SA-01A 40 years, female, white, stage:Stage IIB, alive, 454 days 3066.2
TCGA-AR-A1AW-01A 65 years, female, white, stage:Stage IIA, alive, 2632 days 3062.8
TCGA-A8-A097-01A 65 years, female, stage:Stage IIB, alive, 365 days 3059.9
TCGA-D8-A27F-01A 40 years, female, white, stage:Stage IIA, alive, 488 days 3057.9
TCGA-D8-A1X9-01A 66 years, female, white, stage:Stage IIB, alive, 727 days 3049.2
TCGA-E2-A15P-01A 61 years, female, white, stage:Stage IA, alive, 595 days 3041.8
TCGA-D8-A1XD-01A 36 years, female, white, stage:Stage IIIA, alive, 522 days 3037.3
TCGA-A2-A04R-01A 36 years, female, black or african american, stage:Stage IA, alive, 3709 days 3032.9
TCGA-A2-A25E-01A 34 years, female, black or african american, stage:Stage IIIA, alive, 3204 days 3032.5
TCGA-E9-A22D-01A 38 years, female, white, stage:Stage IIA, alive, 1248 days 3022.0
TCGA-E2-A1LH-01A 59 years, female, white, stage:Stage I, alive, 3247 days 3016.4
TCGA-B6-A0X5-01A 61 years, female, black or african american, stage:Stage IIB, dead, 2097 days 3011.6
TCGA-E2-A14W-01A 78 years, male, white, stage:Stage IIA, alive, 974 days 3011.0
TCGA-EW-A1PF-01A 50 years, female, white, stage:Stage IA, alive, 439 days 3006.6
TCGA-A8-A08X-01A 43 years, female, stage:Stage IIIC, alive, 1308 days 3004.1
TCGA-OL-A66I-01A 36 years, female, black or african american, stage:Stage IIA, alive, 714 days 2989.7
TCGA-AO-A03R-01A 57 years, female, white, stage:Stage IIB, alive, 2091 days 2988.0
TCGA-EW-A1OV-01A 56 years, female, white, stage:Stage IIB, alive, 789 days 2987.5
TCGA-EW-A1OZ-01A 56 years, female, black or african american, stage:Stage IIA, alive, 1229 days 2982.3
TCGA-AC-A62V-01A 58 years, male, black or african american, stage:Stage IV, dead, 348 days 2969.7
TCGA-EW-A1PA-01A 59 years, female, white, stage:Stage IIB, alive, 575 days 2934.7
TCGA-C8-A12P-01A 55 years, female, asian, stage:Stage IIB, alive, 358 days 2930.9
TCGA-BH-A0GZ-01A 62 years, female, white, stage:Stage IIA, alive, 328 days 2930.9
TCGA-A7-A6VV-01A 51 years, female, black or african american, stage:Stage IIA, alive, 313 days 2920.9
TCGA-PE-A5DC-01A 72 years, female, white, stage:Stage IIIA, dead, 1430 days 2917.6
TCGA-A2-A0SV-01A 63 years, female, white, stage:Stage IV, dead, 825 days 2917.2
TCGA-AO-A0JI-01A 56 years, female, white, stage:Stage IIA, alive, 1528 days 2913.6
TCGA-A8-A084-01A 81 years, female, stage:Stage IIB, alive, 458 days 2893.4
TCGA-B6-A0I8-01A 46 years, female, white, stage:Stage X, dead, 749 days 2890.8
TCGA-A7-A0CJ-01A 57 years, female, white, stage:Stage IIA, alive, 931 days 2887.9
TCGA-E2-A15O-01A 89 years, female, black or african american, stage:Stage I, alive, 289 days 2887.1
TCGA-BH-A0HU-01A 52 years, female, white, stage:Stage IA, alive, 392 days 2885.4
TCGA-BH-A1FJ-01A 66 years, female, white, stage:Stage IIIA, dead, 1927 days 2870.8
TCGA-EW-A1J6-01A 70 years, female, white, stage:Stage I, alive, 875 days 2860.8
TCGA-A2-A4S3-01A 59 years, female, black or african american, stage:Stage IIB, alive, 666 days 2860.5
TCGA-D8-A140-01A 62 years, female, white, stage:Stage IIB, alive, 403 days 2857.8
TCGA-GM-A3NW-01A 63 years, female, white, stage:Stage IIA, alive, 3361 days 2852.7
TCGA-AC-A2QJ-01A 48 years, female, white, stage:Stage IIIB, dead, 446 days 2848.7
TCGA-A8-A09M-01A 75 years, female, stage:Stage IIIC, alive, 1006 days 2844.9
TCGA-BH-A1FD-01A 68 years, female, white, stage:Stage I, dead, 1009 days 2844.2
TCGA-A8-A09K-01A 68 years, female, stage:Stage IIA, alive, 912 days 2840.8
TCGA-AC-A8OQ-01A 72 years, female, black or african american, stage:Stage IIB, alive, 34 days 2820.8
TCGA-A8-A09N-01A 57 years, female, stage:Stage IIIC, alive, 31 days 2818.6
TCGA-E2-A1LA-01A 59 years, female, stage:Stage IIA, alive, 748 days 2817.7
TCGA-D8-A1JA-01A 60 years, female, white, stage:'--, alive, 502 days 2817.4
TCGA-WT-AB41-01A 55 years, female, black or african american, stage:Stage IIB, alive, 1611 days 2817.0
TCGA-E9-A1RC-01A 56 years, female, white, stage:Stage IIIC, alive, 1224 days 2807.7
TCGA-E9-A3HO-01A 49 years, female, white, stage:Stage IIA, alive, 1158 days 2803.5
TCGA-E2-A1IE-01A 61 years, female, white, stage:Stage IIB, alive, 2362 days 2801.4
TCGA-A8-A06T-01A 75 years, female, stage:Stage IIIA, alive, 1614 days 2797.9
TCGA-E2-A15R-01A 64 years, female, white, stage:Stage IIA, alive, 1732 days 2790.3
TCGA-E9-A247-01A 59 years, female, white, stage:Stage IA, alive, 1186 days 2785.9
TCGA-AQ-A54O-01A 51 years, male, black or african american, stage:Stage IIA, alive, 1001 days 2775.8
TCGA-GM-A3XL-01A 49 years, female, black or african american, stage:Stage IIA, alive, 2108 days 2767.7
TCGA-D8-A1J9-01A 48 years, female, white, stage:Stage IA, alive, 532 days 2745.3
TCGA-A1-A0SQ-01A 45 years, female, white, stage:Stage IIB, alive, 554 days 2744.0
TCGA-A8-A06X-01A 77 years, female, stage:Stage IIB, dead, 943 days 2742.2
TCGA-OL-A66P-01A 75 years, female, black or african american, stage:Stage IIA, alive, 428 days 2735.4
TCGA-C8-A1HN-01A 56 years, female, asian, stage:Stage IIA, alive, 394 days 2728.9
TCGA-S3-AA15-01A 51 years, female, black or african american, stage:Stage IIB, alive, 525 days 2728.5
TCGA-AR-A0U2-01A 47 years, female, white, stage:Stage IIIA, dead, 2551 days 2726.6
TCGA-B6-A0IQ-01A 40 years, female, white, stage:Stage IIIA, alive, 4285 days 2724.0
TCGA-S3-AA10-01A 65 years, female, black or african american, stage:Stage IIA, alive, 586 days 2723.3
TCGA-B6-A0RL-01A 60 years, female, black or african american, stage:Stage IIA, dead, 2469 days 2718.5
TCGA-C8-A8HP-01A 59 years, female, asian, stage:Stage IIIA, alive, 396 days 2717.2
TCGA-EW-A6S9-01A 34 years, female, black or african american, stage:Stage IIA, alive, 463 days 2698.3
TCGA-A7-A4SF-01A 54 years, female, black or african american, stage:Stage IIA, alive, 545 days 2694.3
TCGA-E9-A5UO-01A 41 years, female, white, stage:Stage IIA, alive, 785 days 2693.4
TCGA-B6-A409-01A 44 years, female, black or african american, stage:Stage IIIA, dead, 573 days 2692.5
TCGA-A8-A092-01A 48 years, female, stage:Stage IIIA, alive, 942 days 2684.9
TCGA-BH-A0H0-01A 69 years, female, white, stage:Stage IA, alive, 461 days 2682.6
TCGA-AO-A0J2-01A 41 years, female, white, stage:Stage IA, alive, 997 days 2680.6
TCGA-A8-A06O-01A 60 years, female, stage:Stage I, alive, 396 days 2680.0
TCGA-GM-A2DH-01A 58 years, female, white, stage:Stage I, alive, 2193 days 2676.8
TCGA-BH-A18L-01A 50 years, female, white, stage:Stage IIIA, dead, 811 days 2668.3
TCGA-A2-A0D4-01A 37 years, female, black or african american, stage:Stage IIB, alive, 767 days 2667.9
TCGA-E9-A1R6-01A 63 years, female, white, stage:Stage IIA, alive, 339 days 2661.3
TCGA-AQ-A1H2-01A 84 years, female, white, stage:Stage IIIA, alive, 475 days 2652.2
TCGA-BH-A1EW-01A 38 years, female, white, stage:Stage IIA, dead, 1694 days 2650.6
TCGA-GM-A2DF-01A 53 years, female, black or african american, stage:Stage IIA, alive, 2155 days 2641.0
TCGA-E9-A22G-01A 47 years, female, white, stage:Stage IIA, alive, 1239 days 2637.6
TCGA-AC-A2BM-01A 41 years, female, black or african american, stage:Stage IIB, alive, 3022 days 2603.0
TCGA-A8-A07W-01A 76 years, female, stage:Stage IV, alive, 304 days 2602.8
TCGA-3C-AAAU-01A 55 years, female, white, stage:Stage X, alive, 4047 days 2600.9
TCGA-E2-A1LK-01A 84 years, female, black or african american, stage:Stage IIIC, dead, 266 days 2596.1
TCGA-BH-A0E6-01A 69 years, female, white, stage:Stage IA, alive, 293 days 2587.1
TCGA-E2-A14X-01A 55 years, female, black or african american, stage:Stage IIIA, alive, 972 days 2580.7
TCGA-A2-A3XW-01A 42 years, female, black or african american, stage:Stage IIB, alive, 1712 days 2578.8
TCGA-AR-A24Q-01A 49 years, female, white, stage:Stage IIB, alive, 3172 days 2577.4
TCGA-D8-A1XA-01A 64 years, female, white, stage:Stage IA, alive, 839 days 2564.7
TCGA-AR-A0TW-01A 50 years, female, white, stage:Stage IIIA, alive, 3009 days 2563.0
TCGA-LL-A7T0-01A 70 years, female, black or african american, stage:Stage IIB, alive, 376 days 2562.9
TCGA-C8-A278-01A 61 years, female, asian, stage:Stage IIIA, alive, 297 days 2551.9
TCGA-E2-A576-01A 69 years, female, black or african american, stage:Stage IA, alive, 1043 days 2551.7
TCGA-E2-A155-01A 58 years, female, white, stage:Stage IIB, alive, 640 days 2533.0
TCGA-C8-A130-01A 52 years, female, asian, stage:Stage IIIA, alive, 370 days 2529.2
TCGA-BH-A0B3-01A 53 years, female, white, stage:Stage IIB, alive, 1203 days 2519.0
TCGA-BH-A5IZ-01A 51 years, female, black or african american, stage:Stage IIB, alive, 567 days 2518.4
TCGA-A2-A0CM-01A 40 years, female, black or african american, stage:Stage IIA, dead, 754 days 2507.9
TCGA-A8-A07L-01A 58 years, female, stage:Stage IIIA, alive, 975 days 2502.9
TCGA-A2-A4S2-01A 62 years, female, white, stage:Stage IIIA, alive, 643 days 2500.4
TCGA-D8-A1JD-01A 41 years, female, white, stage:Stage IIB, alive, 552 days 2491.4
TCGA-A8-A07I-01A 69 years, female, stage:Stage IIIA, alive, 426 days 2488.3
TCGA-A2-A3XX-01A 49 years, female, black or african american, stage:Stage IIA, dead, 1439 days 2478.5
TCGA-A8-A07U-01A 66 years, female, stage:Stage IIIA, alive, 760 days 2476.7
TCGA-D8-A1XL-01A 34 years, female, white, stage:Stage IIB, alive, 606 days 2476.5
TCGA-EW-A1P5-01A 77 years, female, white, stage:Stage IIB, alive, 703 days 2471.1
TCGA-D8-A143-01A 51 years, female, white, stage:Stage IIA, alive, 431 days 2465.3
TCGA-A7-A13E-01A 62 years, female, white, stage:Stage IIB, dead, 614 days 2465.1
TCGA-D8-A1JT-01A 70 years, female, white, stage:Stage IIA, alive, 405 days 2447.1
TCGA-OL-A5D7-01A 70 years, female, black or african american, stage:Stage IIA, alive, 1780 days 2440.5
TCGA-A2-A3XT-01A 45 years, female, black or african american, stage:Stage IIB, alive, 2770 days 2418.9
TCGA-A2-A0YM-01A 67 years, female, white, stage:Stage IIA, alive, 965 days 2417.7
TCGA-D8-A13Z-01A 51 years, female, white, stage:'--, alive, 635 days 2410.3
TCGA-AR-A0U0-01A 73 years, female, white, stage:Stage IIB, alive, 1988 days 2408.5
TCGA-D8-A1XY-01A 74 years, female, white, stage:Stage IIA, alive, 503 days 2401.0
TCGA-AO-A03T-01A 42 years, female, white, stage:Stage IIB, alive, 2124 days 2375.0
TCGA-3C-AALI-01A 50 years, female, black or african american, stage:Stage IIB, alive, 4005 days 2373.9
TCGA-B6-A0WW-01A 58 years, female, black or african american, stage:Stage X, dead, 558 days 2371.0
TCGA-A7-A5ZV-01A 62 years, female, black or african american, stage:Stage IIA, alive, 368 days 2368.8
TCGA-D8-A147-01A 45 years, female, white, stage:'--, alive, 584 days 2363.0
TCGA-C8-A12U-01A 46 years, female, asian, stage:Stage IIB, alive, 385 days 2357.2
TCGA-LL-A5YM-01A 88 years, female, black or african american, stage:Stage IIIB, alive, 394 days 2351.8
TCGA-A8-A079-01A 69 years, female, stage:Stage IIIB, alive, 274 days 2351.1
TCGA-A8-A07O-01A 51 years, female, stage:Stage IIA, alive, 304 days 2350.1
TCGA-OL-A5RZ-01A 57 years, female, black or african american, stage:Stage IA, alive, 679 days 2348.7
TCGA-EW-A6SB-01A 62 years, female, black or african american, stage:Stage II, alive, 760 days 2345.8
TCGA-AO-A0JL-01A 59 years, female, white, stage:Stage IIIA, alive, 1683 days 2345.2
TCGA-OL-A5RW-01A 40 years, female, black or african american, stage:Stage IIA, alive, 1106 days 2344.5
TCGA-E9-A1NA-01A 58 years, female, white, stage:Stage IIA, alive, 1112 days 2339.4
TCGA-A2-A0CW-01A 67 years, female, white, stage:Stage IIB, alive, 3283 days 2335.6
TCGA-D8-A1JL-01A 72 years, female, white, stage:Stage IIA, alive, 611 days 2314.0
TCGA-AR-A251-01A 51 years, female, white, stage:Stage IIIA, alive, 3030 days 2306.3
TCGA-B6-A0IB-01A 64 years, female, white, stage:Stage IV, dead, 3941 days 2290.3
TCGA-C8-A26V-01A 47 years, female, asian, stage:Stage IIIA, alive, 616 days 2282.9
TCGA-E2-A109-01A 64 years, female, white, stage:Stage IIA, alive, 1417 days 2267.9
TCGA-A8-A08R-01A 52 years, female, stage:Stage IIB, alive, 30 days 2264.7
TCGA-A8-A06U-01A 80 years, female, stage:Stage IIB, dead, 883 days 2247.3
TCGA-B6-A0X1-01A 48 years, female, white, stage:'--, dead, 7455 days 2244.4
TCGA-BH-A0BW-01A 71 years, female, black or african american, stage:Stage I, alive, 2371 days 2236.3
TCGA-E9-A3QA-01A 33 years, female, white, stage:Stage IIA, alive, 918 days 2224.6
TCGA-AO-A0J6-01A 61 years, female, white, stage:Stage IIA, alive, 1140 days 2221.8
TCGA-A7-A4SD-01A 52 years, female, black or african american, stage:Stage IIA, alive, 441 days 2214.6
TCGA-A7-A6VX-01A 68 years, female, black or african american, stage:Stage IIA, alive, 317 days 2188.9
TCGA-A8-A08L-01A 89 years, female, stage:Stage IIIA, dead, 30 days 2188.3
TCGA-BH-A0DL-01A 64 years, female, white, stage:Stage IIA, alive, 2381 days 2181.0
TCGA-A2-A0SW-01A 82 years, female, white, stage:Stage IV, dead, 1365 days 2173.8
TCGA-A8-A07R-01A 80 years, female, stage:Stage IIIC, alive, 273 days 2157.8
TCGA-V7-A7HQ-01A 75 years, female, black or african american, stage:Stage IIIA, alive, 2033 days 2147.8
TCGA-A7-A13D-01A 46 years, female, black or african american, stage:Stage IIA, alive, 965 days 2139.6
TCGA-BH-A0DD-01A 58 years, male, white, stage:Stage IIB, alive, 2486 days 2135.0
TCGA-BH-A1F8-01A 90 years, female, white, stage:Stage IIIB, dead, 1 days 2112.0
TCGA-AC-A62X-01A 72 years, female, black or african american, stage:Stage IIA, alive, 417 days 2110.6
TCGA-B6-A400-01A 43 years, female, black or african american, stage:Stage IIIA, alive, 215 days 2109.9
TCGA-GM-A2DC-01A 57 years, female, white, stage:Stage IIA, alive, 2535 days 2102.2
TCGA-A1-A0SO-01A 67 years, female, white, stage:Stage IIB, alive, 852 days 2084.7
TCGA-UL-AAZ6-01A 73 years, female, black or african american, stage:Stage IIA, alive, 518 days 2076.4
TCGA-BH-A0WA-01A 82 years, female, white, stage:Stage I, alive, 701 days 2039.8
TCGA-C8-A3M8-01A 68 years, female, asian, stage:Stage IA, alive, 394 days 2022.1
TCGA-A2-A3XU-01A 35 years, female, black or african american, stage:Stage IIB, dead, 912 days 2020.1
TCGA-C8-A1HK-01A 53 years, female, asian, stage:Stage IIB, alive, 366 days 2018.0
TCGA-AN-A04D-01A 58 years, female, white, stage:Stage IIB, alive, 52 days 1990.3
TCGA-B6-A0I1-01A 73 years, female, black or african american, stage:Stage IIA, dead, 2361 days 1981.5
TCGA-AR-A0TV-01A 66 years, female, stage:Stage IIA, alive, 2288 days 1901.9
TCGA-A8-A08F-01A 59 years, female, stage:Stage IIIC, alive, 1004 days 1880.9
TCGA-S3-AA0Z-01A 63 years, female, black or african american, stage:Stage IIB, alive, 629 days 1872.2
TCGA-A7-A0DC-01A 63 years, female, white, stage:Stage IA, alive, 906 days 1861.3
TCGA-LL-A6FR-01A 50 years, female, black or african american, stage:Stage IIA, alive, 489 days 1827.1
TCGA-A2-A3Y0-01A 57 years, female, black or african american, stage:Stage IIB, alive, 1546 days 1821.3
TCGA-AC-A7VB-01A 51 years, female, black or african american, stage:Stage IIA, alive, 250 days 1803.1
TCGA-A7-A6VY-01A 48 years, female, black or african american, stage:Stage IIB, alive, 266 days 1714.9
TCGA-A7-A56D-01A 84 years, female, black or african american, stage:Stage IIA, alive, 448 days 1671.7
TCGA-D8-A1Y3-01A 61 years, female, white, stage:Stage IIIA, alive, 430 days 1647.7
TCGA-B6-A408-01A 55 years, female, black or african american, stage:Stage IIIC, alive, 2072 days 1626.9
TCGA-BH-A6R8-01A 46 years, female, black or african american, stage:Stage IIA, alive, 293 days 1574.8
TCGA-AR-A1AY-01A 65 years, female, white, stage:Stage I, alive, 1026 days 1484.0
TCGA-LL-A8F5-01A 61 years, female, black or african american, stage:Stage IIA, alive, 596 days 1478.9
TCGA-AR-A1AI-01A 47 years, female, white, stage:Stage IIA, alive, 3296 days 1428.1
TCGA-LL-A7SZ-01A 49 years, female, black or african american, stage:Stage IIB, alive, 594 days 1407.4
TCGA-BH-A1FC-01A 78 years, female, black or african american, stage:Stage IIA, dead, 3472 days 1351.1
TCGA-E9-A54Y-01A 63 years, female, white, stage:Stage IIIA, alive, 725 days 1343.1
TCGA-BH-A0HL-01A 56 years, female, white, stage:Stage IIB, alive, 72 days 1323.4
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BREAST INVASIVE CARCINOMA (VALIDATION) - Interactive survival scatter ploti

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

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

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

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

& Survival analysisi

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

TPT1 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.

: 4775.18
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 3630.1
Number of samples 50
Samples
Sample Description pTPM
DO228453 34 years, female, NA, stage:0, alive, 4157 days 6906.8
DO228430 31 years, female, NA, stage:1, alive, 4647 days 5828.1
DO228449 27 years, female, NA, stage:2, alive, 4896 days 5784.6
DO228479 27 years, female, NA, stage:2, alive, 1985 days 5460.1
DO229483 34 years, female, NA, stage:0, alive, 299 days 5286.7
DO228409 31 years, female, NA, stage:1, alive, 4423 days 5118.5
DO228460 25 years, female, NA, stage:2, alive, 3385 days 5118.1
DO228488 30 years, female, NA, stage:2, alive, 991 days 5018.7
DO228423 34 years, female, NA, stage:2, alive, 4136 days 4972.3
DO228300 35 years, female, NA, stage:2, alive, 952 days 4959.7
DO228290 31 years, female, NA, stage:2, alive, 4268 days 4829.3
DO228455 34 years, female, NA, stage:1, alive, 3115 days 4775.2
DO228310 33 years, female, NA, stage:2, dead, 153 days 4718.5
DO228246 26 years, female, NA, stage:3, dead, 327 days 4539.3
DO228427 31 years, female, NA, stage:2, alive, 3995 days 4519.2
DO228276 32 years, female, NA, stage:2, alive, 4613 days 4470.5
DO228350 34 years, female, NA, stage:1, alive, 3069 days 4368.1
DO228266 33 years, female, NA, stage:2, dead, 3785 days 4294.6
DO228340 34 years, female, NA, stage:3, dead, 1051 days 4262.0
DO228439 33 years, female, NA, stage:1, alive, 1845 days 4192.7
DO228499 29 years, female, NA, stage:1, alive, 284 days 4190.5
DO228433 34 years, female, NA, stage:3, alive, 1929 days 4173.3
DO228256 29 years, female, NA, stage:2, alive, 2312 days 4157.1
DO228521 32 years, female, NA, stage:1, alive, 287 days 4139.7
DO228268 35 years, female, NA, stage:2, alive, 5084 days 4002.9
DO228307 35 years, female, NA, stage:2, alive, 4928 days 3858.6
DO228426 35 years, female, NA, stage:2, alive, 4129 days 3830.4
DO228502 27 years, female, NA, stage:1, alive, 164 days 3823.6
DO228295 31 years, female, NA, stage:2, dead, 2616 days 3804.1
DO228272 32 years, female, NA, stage:2, alive, 4126 days 3646.9
DO228509 33 years, female, NA, stage:1, alive, 377 days 3579.7
DO228471 28 years, female, NA, stage:2, alive, 1827 days 3529.1
DO228262 33 years, female, NA, stage:2, alive, 3889 days 3365.8
DO228452 32 years, female, NA, stage:2, dead, 1354 days 3253.9
DO228404 29 years, female, NA, stage:1, alive, 3737 days 3252.0
DO228332 33 years, female, NA, stage:2, alive, 4776 days 3057.6
DO228441 29 years, female, NA, stage:1, dead, 147 days 3035.1
DO228383 30 years, female, NA, stage:2, alive, 3975 days 3030.5
DO228356 33 years, female, NA, stage:2, dead, 3732 days 2950.5
DO228321 35 years, female, NA, stage:2, dead, 4286 days 2687.7
DO228293 28 years, female, NA, stage:2, alive, 4339 days 2462.4
DO228319 35 years, female, NA, stage:1, alive, 4716 days 2180.9
DO228283 33 years, female, NA, stage:3, alive, 5180 days 1745.9
DO228483 34 years, female, NA, stage:0, alive, 1994 days 969.7
DO228247 33 years, female, NA, stage:3, dead, 2584 days 890.2
DO228516 35 years, female, NA, stage:2, alive, 447 days 781.3
DO228431 32 years, female, NA, stage:2, alive, 2915 days 561.6
DO228260 32 years, female, NA, stage:2, alive, 3026 days 517.3
DO228477 33 years, female, NA, stage:3, alive, 2188 days 497.0
DO228506 32 years, female, NA, stage:1, alive, 489 days 111.0
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BREAST CANCER - Protein expressioni

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

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

 

Antibody stainingi

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

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


Antibody HPA039437

Antibody HPA073929

Antibody CAB008364
 Staining
  High
  Medium
  Low
  Not detected
 Intensity
  Strong
  Moderate
  Weak
  Negative
 Quantity
  >75%
  75%-25%
  <25%
  None
 Location
  Nuclear
  Cytoplasmic/membranous
  Cytoplasmic/membranous,nuclear
  None
Duct carcinoma
Lobular carcinoma
Lobular carcinoma, in situ
Lobular carcinoma

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