We use cookies to enhance the usability of our website. If you continue, we'll assume that you are happy to receive all cookies. More information. Don't show this again.
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.
HLA-C 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.
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.
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 TPM
202.1
Number of samples
1022
Samples
Sample
Description
TPM
TCGA-A2-A4S0-01A
0 years, female, white, stage:Stage IIA, alive, 706 days
5046.7
TCGA-BH-A0B6-01A
0 years, female, white, stage:Stage I, alive, 2483 days
5041.2
TCGA-A8-A08I-01A
0 years, female, stage:Stage IIA, alive, 365 days
3416.2
TCGA-EW-A1P4-01A
0 years, female, white, stage:Stage IIA, alive, 907 days
2651.0
TCGA-D8-A1XL-01A
0 years, female, white, stage:Stage IIB, alive, 606 days
2538.1
TCGA-AR-A0U0-01A
0 years, female, white, stage:Stage IIB, alive, 1988 days
2485.0
TCGA-BH-A0B0-01A
0 years, female, black or african american, stage:Stage I, alive, 2477 days
2233.7
TCGA-E9-A5FK-01A
0 years, female, white, stage:Stage IIIC, alive, 812 days
2214.9
TCGA-BH-A0B3-01A
0 years, female, white, stage:Stage IIB, alive, 1203 days
2162.3
TCGA-BH-A0HA-01A
0 years, female, white, stage:Stage I, alive, 1611 days
1846.6
TCGA-A2-A0CW-01A
0 years, female, white, stage:Stage IIB, alive, 3283 days
1809.0
TCGA-D8-A3Z6-01A
0 years, female, white, stage:Stage IIIC, alive, 563 days
1797.6
TCGA-B6-A0WS-01A
0 years, female, black or african american, stage:Stage X, dead, 2965 days
1760.6
TCGA-S3-AA10-01A
0 years, female, black or african american, stage:Stage IIA, alive, 586 days
1738.9
TCGA-BH-A0BV-01A
0 years, female, white, stage:Stage IIB, alive, 1519 days
1657.1
TCGA-E2-A1IK-01A
0 years, female, white, stage:Stage IIA, alive, 1800 days
1591.3
TCGA-D8-A1XK-01A
0 years, female, white, stage:Stage IIB, alive, 441 days
1553.3
TCGA-A7-A3J1-01A
0 years, female, white, stage:Stage IA, alive, 343 days
1545.6
TCGA-A2-A0CM-01A
0 years, female, black or african american, stage:Stage IIA, dead, 754 days
1515.8
TCGA-A2-A25C-01A
0 years, female, white, stage:Stage IIB, alive, 523 days
1488.9
TCGA-GM-A2DO-01A
0 years, female, black or african american, stage:Stage I, alive, 2596 days
1449.6
TCGA-PE-A5DE-01A
0 years, female, white, stage:Stage IIA, alive, 2645 days
1431.4
TCGA-BH-A18L-01A
0 years, female, white, stage:Stage IIIA, dead, 811 days
1429.6
TCGA-AN-A0XU-01A
0 years, female, white, stage:Stage IIA, alive, 10 days
1408.8
TCGA-AO-A03O-01A
0 years, female, black or african american, stage:Stage IIA, dead, 2483 days
1385.4
TCGA-AN-A0XP-01A
0 years, female, white, stage:Stage IIIA, alive, 9 days
1383.0
TCGA-AN-A0FK-01A
0 years, female, white, stage:Stage IIIB, alive, 213 days
1381.6
TCGA-D8-A1XT-01A
0 years, female, white, stage:Stage IIA, alive, 506 days
1353.3
TCGA-BH-A0H5-01A
0 years, female, white, stage:Stage I, alive, 1620 days
1348.3
TCGA-BH-A0EB-01A
0 years, female, white, stage:Stage IA, alive, 745 days
1319.6
TCGA-AC-A23G-01A
0 years, female, white, stage:Stage IIA, alive, 2248 days
1283.0
TCGA-E9-A229-01A
0 years, female, white, stage:Stage IA, alive, 1148 days
1263.0
TCGA-GM-A2DH-01A
0 years, female, white, stage:Stage I, alive, 2193 days
1252.5
TCGA-BH-A0DZ-01A
0 years, female, white, stage:Stage IIB, alive, 495 days
1243.5
TCGA-D8-A1JL-01A
0 years, female, white, stage:Stage IIA, alive, 611 days
1217.7
TCGA-AN-A0AM-01A
0 years, female, white, stage:Stage IIA, alive, 5 days
1206.0
TCGA-B6-A0X1-01A
0 years, female, white, stage:'--, dead, 7455 days
1199.3
TCGA-A8-A07U-01A
0 years, female, stage:Stage IIIA, alive, 760 days
1196.7
TCGA-A8-A084-01A
0 years, female, stage:Stage IIB, alive, 458 days
1186.3
TCGA-C8-A1HO-01A
0 years, female, asian, stage:Stage IIIC, alive, 375 days
1171.1
TCGA-BH-A18U-01A
0 years, female, white, stage:Stage IIIA, dead, 1563 days
1169.8
TCGA-BH-A18V-01A
0 years, female, white, stage:Stage IIB, dead, 1556 days
1168.9
TCGA-A2-A0YH-01A
0 years, female, white, stage:Stage IIIA, alive, 659 days
1159.6
TCGA-A2-A0CS-01A
0 years, female, white, stage:Stage IV, dead, 2348 days
1151.3
TCGA-A2-A0EV-01A
0 years, female, white, stage:Stage IA, alive, 968 days
1146.2
TCGA-A8-A06X-01A
0 years, female, stage:Stage IIB, dead, 943 days
1133.0
TCGA-AR-A2LH-01A
0 years, female, white, stage:Stage III, dead, 616 days
1081.3
TCGA-AN-A0FL-01A
0 years, female, white, stage:Stage IIA, alive, 231 days
1076.2
TCGA-AR-A5QM-01A
0 years, female, white, stage:Stage IIA, alive, 2231 days
1074.1
TCGA-E9-A1R4-01A
0 years, female, white, stage:Stage IA, alive, 186 days
1049.3
TCGA-EW-A1P7-01A
0 years, female, white, stage:Stage IIA, alive, 915 days
1033.1
TCGA-E9-A1RG-01A
0 years, female, white, stage:Stage IIIA, alive, 647 days
1031.3
TCGA-AR-A0TX-01A
0 years, female, stage:Stage IIA, alive, 1972 days
1013.8
TCGA-AC-A23C-01A
0 years, female, white, stage:Stage IIB, alive, 585 days
990.0
TCGA-AC-A5EH-01A
0 years, female, black or african american, stage:Stage IIB, alive, 511 days
974.7
TCGA-OL-A5S0-01A
0 years, female, black or african american, stage:Stage IIB, alive, 620 days
954.9
TCGA-GM-A2DM-01A
0 years, female, white, stage:Stage IIA, alive, 3226 days
932.5
TCGA-D8-A1J9-01A
0 years, female, white, stage:Stage IA, alive, 532 days
923.3
TCGA-AC-A8OR-01A
0 years, female, white, stage:Stage IA, alive, 40 days
917.4
TCGA-A7-A425-01A
0 years, female, white, stage:Stage IIIC, alive, 447 days
911.3
TCGA-B6-A400-01A
0 years, female, black or african american, stage:Stage IIIA, alive, 215 days
909.6
TCGA-BH-A0W7-01A
0 years, female, white, stage:Stage I, alive, 1363 days
905.9
TCGA-E2-A15M-01A
0 years, female, white, stage:Stage IIA, dead, 336 days
888.4
TCGA-EW-A1P8-01A
0 years, female, white, stage:Stage IIIC, dead, 239 days
883.9
TCGA-D8-A147-01A
0 years, female, white, stage:'--, alive, 584 days
881.6
TCGA-B6-A3ZX-01A
0 years, female, black or african american, stage:Stage IV, dead, 1152 days
873.7
TCGA-B6-A0IA-01A
0 years, female, white, stage:Stage IIA, alive, 8391 days
871.9
TCGA-B6-A0WY-01A
0 years, female, white, stage:Stage IIIA, dead, 3461 days
868.6
TCGA-AN-A049-01A
0 years, female, white, stage:Stage IIA, alive, 19 days
864.7
TCGA-AR-A0TV-01A
0 years, female, stage:Stage IIA, alive, 2288 days
863.1
TCGA-BH-A1F8-01A
0 years, female, white, stage:Stage IIIB, dead, 1 days
857.6
TCGA-A2-A0CL-01A
0 years, female, black or african american, stage:Stage IIIA, alive, 3015 days
849.2
TCGA-AC-A3HN-01A
0 years, female, white, stage:Stage IIB, alive, 496 days
840.1
TCGA-B6-A0WT-01A
0 years, female, white, stage:Stage IIB, alive, 5739 days
834.0
TCGA-BH-A1EX-01A
0 years, female, white, stage:Stage IIB, dead, 1508 days
806.5
TCGA-E2-A1B6-01A
0 years, female, white, stage:Stage IIA, alive, 867 days
804.2
TCGA-AR-A1AM-01A
0 years, female, white, stage:Stage IIIA, alive, 2991 days
792.9
TCGA-B6-A0RT-01A
0 years, female, white, stage:Stage IIIA, alive, 2721 days
785.7
TCGA-BH-A6R9-01A
0 years, female, white, stage:Stage IIA, alive, 160 days
781.4
TCGA-D8-A1X9-01A
0 years, female, white, stage:Stage IIB, alive, 727 days
779.8
TCGA-AR-A24V-01A
0 years, female, white, stage:Stage IIB, alive, 3203 days
771.2
TCGA-A2-A0CO-01A
0 years, female, white, stage:Stage IIB, dead, 1468 days
769.9
TCGA-A2-A0T7-01A
0 years, female, white, stage:Stage IIA, alive, 631 days
769.1
TCGA-BH-A18J-01A
0 years, female, white, stage:Stage IV, dead, 612 days
766.0
TCGA-AO-A0JG-01A
0 years, female, white, stage:Stage IIIA, alive, 798 days
758.1
TCGA-A2-A25F-01A
0 years, female, white, stage:Stage IIA, alive, 322 days
749.8
TCGA-BH-A18P-01A
0 years, female, white, stage:Stage I, dead, 921 days
741.9
TCGA-A7-A3IY-01A
0 years, female, white, stage:Stage I, alive, 345 days
741.7
TCGA-BH-A8G0-01A
0 years, female, white, stage:Stage IIB, alive, 662 days
737.6
TCGA-A8-A082-01A
0 years, female, stage:Stage IIB, alive, 549 days
737.5
TCGA-E9-A22A-01A
0 years, female, white, stage:Stage IIA, alive, 1189 days
726.6
TCGA-E2-A156-01A
0 years, female, white, stage:Stage I, alive, 726 days
719.6
TCGA-A8-A0A6-01A
0 years, female, stage:Stage IIIC, alive, 640 days
718.3
TCGA-OL-A5RU-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1219 days
717.2
TCGA-OL-A97C-01A
0 years, female, black or african american, stage:Stage IIB, alive, 271 days
704.8
TCGA-LL-A440-01A
0 years, female, white, stage:Stage IA, alive, 759 days
704.1
TCGA-B6-A0IK-01A
0 years, female, white, stage:Stage IIIB, dead, 571 days
697.8
TCGA-E2-A14R-01A
0 years, female, white, stage:Stage IIA, alive, 1174 days
692.3
TCGA-D8-A1JJ-01A
0 years, female, white, stage:Stage IIA, alive, 611 days
687.3
TCGA-GM-A2DD-01A
0 years, female, white, stage:Stage I, alive, 2282 days
685.4
TCGA-BH-A1EW-01A
0 years, female, white, stage:Stage IIA, dead, 1694 days
672.5
TCGA-A8-A099-01A
0 years, female, stage:Stage X, alive, 304 days
670.2
TCGA-B6-A0WW-01A
0 years, female, black or african american, stage:Stage X, dead, 558 days
661.4
TCGA-B6-A0WV-01A
0 years, female, white, stage:Stage IIB, dead, 2417 days
659.8
TCGA-AC-A3W7-01A
0 years, female, white, stage:Stage IIB, alive, 471 days
656.5
TCGA-A2-A0YG-01A
0 years, female, white, stage:Stage IIIC, alive, 666 days
656.5
TCGA-E9-A1N4-01A
0 years, female, white, stage:Stage IIIA, alive, 1000 days
653.7
TCGA-A2-A0EW-01A
0 years, female, white, stage:Stage IIIC, dead, 1884 days
653.4
TCGA-AC-A23E-01A
0 years, female, white, stage:Stage IIB, alive, 698 days
647.8
TCGA-A1-A0SM-01A
0 years, male, white, stage:Stage IIA, alive, 242 days
646.7
TCGA-A7-A26J-01A
0 years, female, white, stage:Stage IIA, alive, 627 days
644.2
TCGA-E9-A1QZ-01A
0 years, female, white, stage:Stage IIA, alive, 755 days
643.0
TCGA-C8-A131-01A
0 years, female, asian, stage:Stage IIIA, alive, 411 days
641.5
TCGA-A2-A0CX-01A
0 years, female, white, stage:Stage IIA, alive, 1728 days
637.3
TCGA-LD-A66U-01A
0 years, female, white, stage:Stage IIB, alive, 646 days
635.6
TCGA-EW-A1IZ-01A
0 years, female, white, stage:Stage IIIA, alive, 554 days
632.8
TCGA-A8-A08L-01A
0 years, female, stage:Stage IIIA, dead, 30 days
632.0
TCGA-A2-A0YD-01A
0 years, female, white, stage:Stage IIB, alive, 769 days
629.7
TCGA-D8-A1JM-01A
0 years, female, white, stage:Stage IIB, alive, 590 days
628.7
TCGA-BH-A5IZ-01A
0 years, female, black or african american, stage:Stage IIB, alive, 567 days
620.1
TCGA-AR-A0U3-01A
0 years, female, white, stage:Stage IIB, alive, 4080 days
609.9
TCGA-BH-A0BJ-01A
0 years, female, white, stage:Stage IIB, alive, 660 days
609.0
TCGA-E2-A1BD-01A
0 years, female, white, stage:Stage IIA, alive, 1133 days
600.7
TCGA-A8-A09I-01A
0 years, female, stage:Stage IIA, alive, 1371 days
600.1
TCGA-BH-A0DX-01A
0 years, female, white, stage:Stage I, alive, 2156 days
599.5
TCGA-BH-A0EI-01A
0 years, female, white, stage:Stage IIA, alive, 1926 days
598.7
TCGA-BH-A0AZ-01A
0 years, female, white, stage:Stage IIIA, alive, 1919 days
597.7
TCGA-E9-A2JT-01A
0 years, female, white, stage:Stage IIA, alive, 288 days
574.6
TCGA-B6-A0RU-01A
0 years, female, white, stage:Stage IA, alive, 8605 days
573.4
TCGA-A2-A1G1-01A
0 years, female, white, stage:Stage IIB, alive, 584 days
565.4
TCGA-BH-A18F-01A
0 years, female, white, stage:Stage IIA, alive, 1001 days
555.3
TCGA-A8-A0A2-01A
0 years, female, stage:Stage IIA, alive, 579 days
555.3
TCGA-D8-A1XC-01A
0 years, female, white, stage:Stage IIIB, dead, 377 days
550.3
TCGA-E2-A10E-01A
0 years, female, white, stage:Stage IIA, alive, 865 days
548.5
TCGA-E2-A108-01A
0 years, female, white, stage:Stage IIIA, alive, 837 days
544.9
TCGA-D8-A1JT-01A
0 years, female, white, stage:Stage IIA, alive, 405 days
544.5
TCGA-EW-A1OV-01A
0 years, female, white, stage:Stage IIB, alive, 789 days
540.2
TCGA-BH-A0DP-01A
0 years, female, white, stage:Stage IIB, alive, 476 days
540.2
TCGA-BH-A0DE-01A
0 years, female, white, stage:Stage IIA, alive, 2372 days
539.9
TCGA-A2-A3KD-01A
0 years, female, white, stage:Stage IIIA, alive, 1206 days
529.2
TCGA-B6-A0IN-01A
0 years, female, white, stage:Stage X, dead, 2573 days
521.1
TCGA-XX-A899-01A
0 years, female, white, stage:Stage IIIA, alive, 467 days
518.7
TCGA-C8-A1HE-01A
0 years, female, asian, stage:Stage IIA, alive, 375 days
517.7
TCGA-BH-A0HB-01A
0 years, female, white, stage:Stage IA, alive, 806 days
516.0
TCGA-AN-A0XS-01A
0 years, female, white, stage:Stage IIIA, alive, 10 days
513.8
TCGA-LQ-A4E4-01A
0 years, female, white, stage:Stage IIIA, alive, 849 days
513.1
TCGA-C8-A12O-01A
0 years, female, asian, stage:Stage IIA, alive, 385 days
509.5
TCGA-S3-AA11-01A
0 years, female, black or african american, stage:Stage IIA, alive, 421 days
507.5
TCGA-AR-A1AV-01A
0 years, male, white, stage:Stage IIB, alive, 1864 days
501.8
TCGA-AO-A03T-01A
0 years, female, white, stage:Stage IIB, alive, 2124 days
501.3
TCGA-D8-A4Z1-01A
0 years, female, white, stage:Stage IA, alive, 659 days
498.6
TCGA-EW-A1IY-01A
0 years, female, asian, stage:Stage I, alive, 258 days
496.7
TCGA-A2-A0SU-01A
0 years, female, white, stage:Stage IIA, alive, 1662 days
495.1
TCGA-AO-A03L-01A
0 years, female, asian, stage:Stage IIIA, alive, 2442 days
483.9
TCGA-A7-A3J0-01A
0 years, female, white, stage:Stage IIA, alive, 313 days
483.3
TCGA-A2-A0YT-01A
0 years, female, white, stage:Stage IIIB, dead, 723 days
479.7
TCGA-BH-A0HP-01A
0 years, female, white, stage:Stage IIIA, alive, 414 days
477.2
TCGA-A8-A07S-01A
0 years, female, stage:Stage IIA, alive, 243 days
471.5
TCGA-AR-A0TZ-01A
0 years, female, white, stage:'--, dead, 3262 days
468.8
TCGA-A2-A0D2-01A
0 years, female, white, stage:Stage IIA, alive, 1027 days
465.1
TCGA-A2-A0YL-01A
0 years, female, white, stage:Stage IIIA, alive, 1474 days
465.1
TCGA-C8-A12Q-01A
0 years, female, asian, stage:Stage IIIA, dead, 385 days
462.6
TCGA-A7-A426-01A
0 years, female, white, stage:Stage IIIC, alive, 364 days
461.6
TCGA-C8-A12P-01A
0 years, female, asian, stage:Stage IIB, alive, 358 days
460.5
TCGA-B6-A0RP-01A
0 years, female, white, stage:'--, dead, 3126 days
460.4
TCGA-AR-A1AY-01A
0 years, female, white, stage:Stage I, alive, 1026 days
460.3
TCGA-A7-A0CJ-01A
0 years, female, white, stage:Stage IIA, alive, 931 days
460.1
TCGA-A7-A0CG-01A
0 years, female, white, stage:Stage IIA, alive, 1043 days
457.9
TCGA-Z7-A8R6-01A
0 years, female, white, stage:Stage I, alive, 3256 days
455.4
TCGA-BH-A0BO-01A
0 years, female, white, stage:Stage I, alive, 2197 days
454.2
TCGA-D8-A1XZ-01A
0 years, female, white, stage:Stage IIIA, alive, 466 days
452.3
TCGA-AC-A2FG-01A
0 years, female, white, stage:Stage IIB, alive, 1853 days
449.1
TCGA-GM-A2DL-01A
0 years, female, white, stage:Stage I, alive, 3519 days
444.2
TCGA-AC-A3EH-01A
0 years, female, white, stage:Stage IIIC, dead, 197 days
440.5
TCGA-A8-A0A4-01A
0 years, female, stage:Stage IIA, alive, 396 days
439.6
TCGA-AR-A1AS-01A
0 years, female, asian, stage:Stage IIB, alive, 1150 days
438.9
TCGA-E9-A1NE-01A
0 years, female, white, stage:Stage IIB, alive, 1088 days
433.4
TCGA-AN-A04A-01A
0 years, female, white, stage:Stage IIIA, alive, 90 days
432.5
TCGA-GM-A3NW-01A
0 years, female, white, stage:Stage IIA, alive, 3361 days
425.9
TCGA-E2-A1IN-01A
0 years, female, white, stage:Stage I, alive, 675 days
418.6
TCGA-BH-A1FE-01A
0 years, female, white, stage:Stage IIB, dead, 2273 days
408.9
TCGA-OL-A6VQ-01A
0 years, female, white, stage:Stage IIA, alive, 600 days
408.0
TCGA-D8-A1XB-01A
0 years, female, white, stage:Stage IIB, alive, 552 days
405.6
TCGA-GM-A2DA-01A
0 years, female, white, stage:Stage IIB, dead, 6593 days
403.4
TCGA-AO-A0J5-01A
0 years, female, white, stage:Stage IV, dead, 792 days
402.1
TCGA-D8-A142-01A
0 years, female, white, stage:Stage IIB, alive, 425 days
398.4
TCGA-A2-A0SY-01A
0 years, female, white, stage:Stage IIIA, alive, 1347 days
396.7
TCGA-A8-A09R-01A
0 years, female, stage:Stage IIB, alive, 273 days
393.3
TCGA-E9-A1R7-01A
0 years, female, white, stage:Stage IIA, alive, 1467 days
389.7
TCGA-BH-A28O-01A
0 years, female, white, stage:Stage IIIC, alive, 1120 days
389.1
TCGA-B6-A402-01A
0 years, female, black or african american, stage:Stage I, alive, 2281 days
383.9
TCGA-AC-A2FB-01A
0 years, female, white, stage:Stage IIA, alive, 1234 days
383.0
TCGA-A7-A56D-01A
0 years, female, black or african american, stage:Stage IIA, alive, 448 days
380.3
TCGA-D8-A27K-01A
0 years, female, white, stage:Stage IIB, alive, 1461 days
376.6
TCGA-A2-A0ES-01A
0 years, female, white, stage:Stage IIA, alive, 2190 days
373.9
TCGA-D8-A1Y1-01A
0 years, female, white, stage:Stage IIIA, dead, 302 days
371.9
TCGA-D8-A1JD-01A
0 years, female, white, stage:Stage IIB, alive, 552 days
371.8
TCGA-BH-A1ES-01A
0 years, female, white, stage:Stage IIB, dead, 3462 days
367.2
TCGA-AN-A0G0-01A
0 years, female, white, stage:Stage IIA, alive, 16 days
366.7
TCGA-A8-A093-01A
0 years, female, stage:Stage IIA, alive, 546 days
359.1
TCGA-AR-A24X-01A
0 years, female, white, stage:Stage IIA, alive, 3004 days
358.3
TCGA-A1-A0SO-01A
0 years, female, white, stage:Stage IIB, alive, 852 days
357.9
TCGA-BH-A0H6-01A
0 years, female, white, stage:Stage I, alive, 747 days
354.3
TCGA-AR-A24W-01A
0 years, female, white, stage:Stage IIB, alive, 1550 days
353.3
TCGA-A2-A04N-01A
0 years, female, white, stage:Stage IA, alive, 4354 days
352.4
TCGA-AR-A0U2-01A
0 years, female, white, stage:Stage IIIA, dead, 2551 days
351.4
TCGA-E2-A107-01A
0 years, female, white, stage:Stage IIIA, alive, 1047 days
350.2
TCGA-AR-A24Q-01A
0 years, female, white, stage:Stage IIB, alive, 3172 days
349.7
TCGA-AR-A5QP-01A
0 years, female, white, stage:Stage IIB, alive, 1185 days
349.4
TCGA-C8-A26X-01A
0 years, female, asian, stage:Stage IIA, alive, 376 days
345.2
TCGA-E2-A15D-01A
0 years, female, white, stage:Stage IIA, alive, 526 days
341.1
TCGA-AO-A1KQ-01A
0 years, male, white, stage:Stage IIIB, alive, 1882 days
336.1
TCGA-A1-A0SJ-01A
0 years, female, black or african american, stage:Stage IIIA, alive, 416 days
335.9
TCGA-C8-A26Z-01A
0 years, female, asian, stage:Stage IIA, alive, 470 days
334.6
TCGA-E9-A1RH-01A
0 years, female, white, stage:Stage IIA, alive, 1417 days
333.0
TCGA-AO-A129-01A
0 years, female, white, stage:Stage IIB, alive, 3286 days
329.9
TCGA-OL-A5D6-01A
0 years, female, black or african american, stage:Stage IIA, dead, 1104 days
325.7
TCGA-E9-A24A-01A
0 years, female, white, stage:Stage IIA, alive, 747 days
324.6
TCGA-AR-A2LJ-01A
0 years, female, white, stage:Stage IIIA, alive, 2632 days
318.7
TCGA-AO-A126-01A
0 years, female, asian, stage:Stage IIA, alive, 3307 days
315.9
TCGA-B6-A2IU-01A
0 years, female, white, stage:Stage IIA, alive, 5176 days
311.9
TCGA-AN-A0FS-01A
0 years, female, white, stage:Stage IA, alive, 210 days
308.8
TCGA-BH-A1EV-01A
0 years, female, white, stage:Stage IIIA, dead, 365 days
308.6
TCGA-EW-A424-01A
0 years, female, white, stage:Stage IIIA, alive, 715 days
306.7
TCGA-B6-A0I5-01A
0 years, female, white, stage:Stage IIB, alive, 8556 days
303.4
TCGA-A8-A07O-01A
0 years, female, stage:Stage IIA, alive, 304 days
293.6
TCGA-A2-A25E-01A
0 years, female, black or african american, stage:Stage IIIA, alive, 3204 days
292.6
TCGA-D8-A1XS-01A
0 years, male, white, stage:Stage IIIC, alive, 496 days
291.7
TCGA-A2-A259-01A
0 years, female, black or african american, stage:Stage I, alive, 1596 days
291.3
TCGA-A8-A09X-01A
0 years, female, stage:Stage IIIC, dead, 426 days
289.7
TCGA-E2-A15E-01A
0 years, female, white, stage:Stage IIA, alive, 630 days
285.9
TCGA-E2-A574-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1179 days
285.1
TCGA-B6-A0X0-01A
0 years, female, white, stage:Stage I, dead, 3945 days
283.8
TCGA-C8-A1HI-01A
0 years, female, asian, stage:Stage IIIA, alive, 343 days
281.2
TCGA-AN-A0XT-01A
0 years, female, white, stage:Stage IIIA, alive, 10 days
266.1
TCGA-BH-A1FL-01A
0 years, female, white, stage:Stage IIB, dead, 1673 days
265.3
TCGA-AR-A1AR-01A
0 years, female, white, stage:Stage IIIA, dead, 524 days
264.3
TCGA-A2-A1G0-01A
0 years, female, white, stage:Stage IIB, alive, 616 days
258.3
TCGA-C8-A3M7-01A
0 years, female, asian, stage:Stage IIIB, dead, 1034 days
255.0
TCGA-C8-A12Z-01A
0 years, female, asian, stage:Stage IIB, alive, 382 days
253.8
TCGA-A8-A09W-01A
0 years, female, stage:Stage IIIB, alive, 30 days
253.0
TCGA-GM-A3NY-01A
0 years, female, white, stage:Stage IIB, alive, 1162 days
251.8
TCGA-AN-A0XO-01A
0 years, female, white, stage:Stage IIIA, alive, 375 days
249.9
TCGA-LL-A5YN-01A
0 years, female, black or african american, stage:Stage IIA, alive, 447 days
247.1
TCGA-D8-A1XY-01A
0 years, female, white, stage:Stage IIA, alive, 503 days
245.7
TCGA-AN-A0FW-01A
0 years, female, white, stage:Stage IIIA, alive, 11 days
244.8
TCGA-E2-A158-01A
0 years, female, white, stage:Stage IIA, alive, 450 days
243.2
TCGA-AR-A2LK-01A
0 years, female, white, stage:Stage III, dead, 1649 days
241.9
TCGA-A2-A1G6-01A
0 years, female, white, stage:Stage IIIA, alive, 501 days
240.7
TCGA-A2-A04T-01A
0 years, female, white, stage:Stage IIA, alive, 2246 days
240.4
TCGA-AN-A0FX-01A
0 years, female, white, stage:Stage IIA, alive, 10 days
237.9
TCGA-E2-A15T-01A
0 years, female, white, stage:Stage IIA, alive, 1563 days
237.6
TCGA-E2-A15J-01A
0 years, female, white, stage:Stage I, alive, 1640 days
235.3
TCGA-A8-A06Q-01A
0 years, female, stage:Stage IIIA, alive, 31 days
233.3
TCGA-BH-A0H0-01A
0 years, female, white, stage:Stage IA, alive, 461 days
232.7
TCGA-D8-A1XV-01A
0 years, female, white, stage:Stage IIA, alive, 461 days
227.5
TCGA-A1-A0SE-01A
0 years, female, white, stage:Stage I, alive, 1321 days
226.0
TCGA-BH-A0DL-01A
0 years, female, white, stage:Stage IIA, alive, 2381 days
224.5
TCGA-BH-A0B4-01A
0 years, male, white, stage:Stage IIIA, alive, 1191 days
221.0
TCGA-A8-A091-01A
0 years, female, stage:Stage IIA, alive, 1004 days
217.5
TCGA-E9-A2JS-01A
0 years, female, white, stage:Stage IIB, dead, 904 days
215.4
TCGA-AO-A12C-01A
0 years, female, white, stage:Stage IIB, alive, 2372 days
213.4
TCGA-A7-A4SB-01A
0 years, female, white, stage:Stage IIIA, alive, 418 days
209.4
TCGA-E2-A1IH-01A
0 years, female, white, stage:Stage I, alive, 1026 days
209.2
TCGA-AO-A12G-01A
0 years, female, white, stage:Stage IIA, alive, 1639 days
208.4
TCGA-AR-A251-01A
0 years, female, white, stage:Stage IIIA, alive, 3030 days
205.0
TCGA-AC-A4ZE-01A
0 years, female, white, stage:Stage IIB, alive, 890 days
201.3
TCGA-A2-A1G4-01A
0 years, female, white, stage:Stage IIIA, alive, 595 days
189.6
TCGA-D8-A1XF-01A
0 years, female, white, stage:Stage IIA, alive, 463 days
189.4
TCGA-AN-A03Y-01A
0 years, female, white, stage:Stage IIA, alive, 10 days
187.3
TCGA-BH-A18G-01A
0 years, female, white, stage:Stage IA, alive, 149 days
182.4
TCGA-A2-A0T3-01A
0 years, female, white, stage:Stage IB, alive, 1516 days
168.2
TCGA-E9-A1RE-01A
0 years, female, white, stage:Stage IIIA, alive, 1419 days
165.6
TCGA-BH-A1EY-01A
0 years, female, white, stage:Stage IIA, dead, 538 days
162.8
TCGA-D8-A1XD-01A
0 years, female, white, stage:Stage IIIA, alive, 522 days
159.3
TCGA-A2-A04U-01A
0 years, female, white, stage:Stage IIA, alive, 2654 days
157.0
TCGA-E2-A10B-01A
0 years, female, white, stage:Stage IIB, alive, 1141 days
156.7
TCGA-AN-A03X-01A
0 years, female, white, stage:Stage IIA, alive, 10 days
156.7
TCGA-D8-A145-01A
0 years, female, white, stage:Stage IIA, alive, 410 days
152.3
TCGA-D8-A1XA-01A
0 years, female, white, stage:Stage IA, alive, 839 days
148.4
TCGA-OL-A66L-01A
0 years, female, black or african american, stage:Stage IA, alive, 1301 days
141.0
TCGA-AO-A1KO-01A
0 years, female, white, stage:Stage IIB, alive, 622 days
136.5
TCGA-AR-A24R-01A
0 years, female, white, stage:Stage IIIA, alive, 3430 days
136.2
TCGA-D8-A27W-01A
0 years, female, white, stage:Stage IIIB, alive, 373 days
130.8
TCGA-AR-A24P-01A
0 years, female, white, stage:Stage I, alive, 84 days
130.0
TCGA-D8-A1XU-01A
0 years, female, white, stage:Stage IA, alive, 395 days
122.7
TCGA-C8-A12L-01A
0 years, female, asian, stage:Stage IIA, alive, 363 days
121.4
TCGA-A2-A4S1-01A
0 years, female, white, stage:Stage IIA, alive, 820 days
120.3
TCGA-D8-A1JF-01A
0 years, female, white, stage:Stage IIIA, alive, 366 days
112.4
TCGA-EW-A3U0-01A
0 years, female, black or african american, stage:Stage IIIA, alive, 532 days
111.9
TCGA-A8-A08A-01A
0 years, female, stage:Stage I, alive, 30 days
110.4
TCGA-D8-A73U-01A
0 years, female, white, stage:Stage IIA, alive, 492 days
109.8
TCGA-BH-A0BD-01A
0 years, female, white, stage:Stage IIA, alive, 554 days
105.7
TCGA-AO-A12F-01A
0 years, female, white, stage:Stage IIA, alive, 1842 days
104.2
TCGA-A7-A6VY-01A
0 years, female, black or african american, stage:Stage IIB, alive, 266 days
99.7
TCGA-E9-A1NC-01A
0 years, female, white, stage:Stage IIB, alive, 1203 days
98.3
TCGA-A8-A09K-01A
0 years, female, stage:Stage IIA, alive, 912 days
95.8
TCGA-BH-A0BA-01A
0 years, female, white, stage:Stage IIIC, alive, 1132 days
95.2
TCGA-OL-A5RW-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1106 days
92.3
TCGA-E2-A14Q-01A
0 years, female, white, stage:Stage IIB, alive, 1163 days
90.8
TCGA-BH-A18Q-01A
0 years, female, white, stage:Stage IIB, dead, 1692 days
89.9
TCGA-B6-A408-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 2072 days
89.5
TCGA-E2-A1LL-01A
0 years, female, black or african american, stage:Stage IIIA, alive, 1309 days
86.1
TCGA-BH-A0E0-01A
0 years, female, white, stage:Stage IIIC, alive, 134 days
85.4
TCGA-AO-A0JA-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 655 days
85.0
TCGA-AO-A0JC-01A
0 years, female, white, stage:Stage IIA, alive, 1547 days
84.7
TCGA-D8-A73W-01A
0 years, female, white, stage:Stage IIIA, dead, 385 days
84.6
TCGA-C8-A12X-01A
0 years, female, asian, stage:Stage IIB, alive, 385 days
78.2
TCGA-C8-A12V-01A
0 years, female, asian, stage:Stage IIA, alive, 385 days
75.9
TCGA-E9-A3QA-01A
0 years, female, white, stage:Stage IIA, alive, 918 days
75.8
TCGA-A8-A07P-01A
0 years, female, stage:Stage IIB, alive, 334 days
74.4
TCGA-BH-A0H3-01A
0 years, female, white, stage:Stage I, alive, 1928 days
70.9
TCGA-A8-A09E-01A
0 years, female, stage:Stage IIIB, alive, 1492 days
70.7
TCGA-OL-A66O-01A
0 years, female, black or african american, stage:Stage IIB, alive, 528 days
70.2
TCGA-A2-A4S2-01A
0 years, female, white, stage:Stage IIIA, alive, 643 days
69.8
TCGA-D8-A141-01A
0 years, female, white, stage:'--, alive, 626 days
63.0
TCGA-BH-A0BT-01A
0 years, female, white, stage:Stage IIA, alive, 2365 days
62.3
TCGA-C8-A26V-01A
0 years, female, asian, stage:Stage IIIA, alive, 616 days
58.3
TCGA-BH-A0BG-01A
0 years, female, white, stage:Stage I, alive, 1871 days
56.5
TCGA-AR-A1AX-01A
0 years, female, white, stage:Stage I, alive, 2629 days
52.5
TCGA-A7-A4SA-01A
0 years, female, white, stage:Stage IIB, alive, 454 days
51.8
TCGA-E2-A1AZ-01A
0 years, female, white, stage:Stage IIB, alive, 2329 days
51.5
TCGA-A2-A0T4-01A
0 years, female, white, stage:Stage IIA, alive, 624 days
51.5
TCGA-E2-A576-01A
0 years, female, black or african american, stage:Stage IA, alive, 1043 days
51.0
TCGA-A7-A4SD-01A
0 years, female, black or african american, stage:Stage IIA, alive, 441 days
50.7
TCGA-C8-A12U-01A
0 years, female, asian, stage:Stage IIB, alive, 385 days
49.5
TCGA-EW-A6SC-01A
0 years, female, black or african american, stage:Stage IIA, alive, 952 days
49.0
TCGA-E2-A573-01A
0 years, female, black or african american, stage:Stage IA, alive, 1062 days
48.7
TCGA-S3-AA0Z-01A
0 years, female, black or african american, stage:Stage IIB, alive, 629 days
48.7
TCGA-BH-A1F5-01A
0 years, female, white, stage:Stage IIA, dead, 2712 days
48.5
TCGA-E9-A245-01A
0 years, female, white, stage:Stage IIB, dead, 26 days
48.5
TCGA-B6-A0IP-01A
0 years, female, white, stage:Stage IA, dead, 3926 days
47.7
TCGA-BH-A6R8-01A
0 years, female, black or african american, stage:Stage IIA, alive, 293 days
47.0
TCGA-AR-A1AO-01A
0 years, female, white, stage:Stage IIA, alive, 2618 days
46.6
TCGA-BH-A0HL-01A
0 years, female, white, stage:Stage IIB, alive, 72 days
46.4
TCGA-EW-A1PE-01A
0 years, female, white, stage:Stage IIA, alive, 320 days
46.3
TCGA-A7-A6VW-01A
0 years, female, black or african american, stage:Stage IIA, alive, 285 days
44.7
TCGA-OL-A5DA-01A
0 years, female, white, stage:Stage IIA, alive, 1783 days
43.6
TCGA-E9-A1ND-01A
0 years, female, white, stage:Stage IIB, alive, 1266 days
43.4
TCGA-A8-A076-01A
0 years, female, stage:Stage IIA, alive, 1642 days
42.5
TCGA-D8-A1XW-01A
0 years, female, white, stage:Stage IIA, alive, 1309 days
42.1
TCGA-OL-A66P-01A
0 years, female, black or african american, stage:Stage IIA, alive, 428 days
41.9
TCGA-E2-A14Z-01A
0 years, female, white, stage:Stage I, dead, 563 days
41.8
TCGA-EW-A1OY-01A
0 years, female, white, stage:Stage IIA, alive, 908 days
41.4
TCGA-BH-A0HU-01A
0 years, female, white, stage:Stage IA, alive, 392 days
41.1
TCGA-E9-A1NH-01A
0 years, female, white, stage:Stage IIB, alive, 576 days
41.1
TCGA-E9-A22D-01A
0 years, female, white, stage:Stage IIA, alive, 1248 days
41.0
TCGA-C8-A26W-01A
0 years, female, asian, stage:Stage IIB, alive, 381 days
40.6
TCGA-D8-A1JU-01A
0 years, female, white, stage:Stage IA, alive, 447 days
39.0
TCGA-E2-A1II-01A
0 years, female, white, stage:Stage I, alive, 1025 days
38.3
TCGA-HN-A2OB-01A
0 years, female, stage:Stage IIB, dead, 1900 days
37.9
TCGA-A8-A06U-01A
0 years, female, stage:Stage IIB, dead, 883 days
37.6
TCGA-A2-A0SV-01A
0 years, female, white, stage:Stage IV, dead, 825 days
37.6
TCGA-E9-A1N5-01A
0 years, female, white, stage:Stage IIB, alive, 1120 days
37.6
TCGA-E9-A54Y-01A
0 years, female, white, stage:Stage IIIA, alive, 725 days
37.6
TCGA-EW-A1IX-01A
0 years, female, asian, stage:Stage IIA, alive, 1208 days
36.9
TCGA-AQ-A7U7-01A
0 years, female, white, stage:Stage IIIA, dead, 584 days
36.7
TCGA-BH-A0DK-01A
0 years, female, white, stage:Stage IIA, alive, 423 days
36.6
TCGA-EW-A1PB-01A
0 years, female, black or african american, stage:Stage IIIA, alive, 608 days
36.6
TCGA-AC-A6IV-01A
0 years, female, white, stage:Stage IIB, alive, 568 days
36.4
TCGA-EW-A2FR-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 1673 days
35.7
TCGA-AN-A0FD-01A
0 years, female, white, stage:Stage IIA, alive, 196 days
34.7
TCGA-A2-A3XX-01A
0 years, female, black or african american, stage:Stage IIA, dead, 1439 days
34.6
TCGA-EW-A6SD-01A
0 years, female, black or african american, stage:Stage IIB, alive, 1010 days
34.2
TCGA-E9-A6HE-01A
0 years, female, white, stage:Stage IIIC, alive, 847 days
33.5
TCGA-D8-A73X-01A
0 years, female, white, stage:Stage IIA, alive, 767 days
32.8
TCGA-E9-A1R3-01A
0 years, female, white, stage:Stage IIIC, alive, 78 days
32.7
TCGA-LL-A9Q3-01A
0 years, female, white, stage:Stage IIIC, alive, 532 days
32.4
TCGA-OL-A5RY-01A
0 years, female, black or african american, stage:Stage IIA, alive, 752 days
32.2
TCGA-EW-A1J5-01A
0 years, female, white, stage:Stage IIB, alive, 477 days
31.8
TCGA-BH-A0RX-01A
0 years, female, white, stage:Stage IIA, alive, 170 days
31.7
TCGA-D8-A27L-01A
0 years, female, white, stage:Stage IIIA, alive, 499 days
31.4
TCGA-BH-A28Q-01A
0 years, female, white, stage:Stage IIB, alive, 1119 days
30.4
TCGA-AC-A62X-01A
0 years, female, black or african american, stage:Stage IIA, alive, 417 days
30.4
TCGA-D8-A27H-01A
0 years, female, white, stage:Stage IIA, alive, 397 days
30.4
TCGA-E2-A572-01A
0 years, female, black or african american, stage:Stage IIIA, alive, 1208 days
30.0
TCGA-AR-A2LL-01A
0 years, female, white, stage:Stage IIB, alive, 2012 days
29.6
TCGA-E9-A1NA-01A
0 years, female, white, stage:Stage IIA, alive, 1112 days
28.9
TCGA-AO-A0J4-01A
0 years, female, black or african american, stage:Stage IA, alive, 1587 days
28.5
TCGA-A8-A06O-01A
0 years, female, stage:Stage I, alive, 396 days
28.3
TCGA-A8-A0A1-01A
0 years, female, stage:Stage IIA, alive, 365 days
28.2
TCGA-A2-A0CR-01A
0 years, female, asian, stage:Stage IIB, alive, 3283 days
28.0
TCGA-B6-A0I2-01A
0 years, female, white, stage:Stage IA, alive, 4361 days
27.7
TCGA-A8-A092-01A
0 years, female, stage:Stage IIIA, alive, 942 days
27.3
TCGA-C8-A8HQ-01A
0 years, female, asian, stage:Stage IIB, alive, 380 days
27.3
TCGA-D8-A27G-01A
0 years, female, white, stage:Stage IIA, alive, 409 days
27.2
TCGA-S3-A6ZF-01A
0 years, female, black or african american, stage:Stage IIA, alive, 572 days
27.1
TCGA-AC-A2FK-01A
0 years, female, white, stage:Stage IIIC, alive, 2650 days
27.0
TCGA-OL-A6VO-01A
0 years, female, black or african american, stage:Stage IA, alive, 858 days
26.9
TCGA-LD-A74U-01A
0 years, female, white, stage:Stage IIIC, alive, 402 days
26.7
TCGA-B6-A0IG-01A
0 years, female, white, stage:Stage IIB, dead, 4456 days
26.7
TCGA-A2-A04P-01A
0 years, female, black or african american, stage:Stage IIIC, dead, 548 days
26.7
TCGA-BH-A42V-01A
0 years, female, black or african american, stage:Stage IB, alive, 635 days
26.1
TCGA-BH-A0C0-01A
0 years, female, white, stage:Stage IIA, alive, 1270 days
25.8
TCGA-EW-A1P1-01A
0 years, female, white, stage:Stage IIIC, alive, 1210 days
25.6
TCGA-A2-A3XW-01A
0 years, female, black or african american, stage:Stage IIB, alive, 1712 days
25.5
TCGA-D8-A1XJ-01A
0 years, female, white, stage:Stage IIIA, alive, 664 days
24.9
TCGA-AC-A6IX-01A
0 years, female, white, stage:Stage IIIC, alive, 373 days
24.7
TCGA-A8-A086-01A
0 years, female, stage:Stage IIA, alive, 396 days
24.7
TCGA-A7-A4SE-01A
0 years, female, black or african american, stage:Stage IIA, alive, 644 days
24.6
TCGA-BH-A0AW-01A
0 years, female, white, stage:Stage IIA, alive, 622 days
24.4
TCGA-E9-A1N3-01A
0 years, female, white, stage:Stage IIIA, alive, 1059 days
24.2
TCGA-AR-A255-01A
0 years, female, white, stage:Stage I, alive, 2161 days
24.0
TCGA-5L-AAT1-01A
0 years, female, white, stage:Stage IV, alive, 1471 days
24.0
TCGA-LL-A8F5-01A
0 years, female, black or african american, stage:Stage IIA, alive, 596 days
23.8
TCGA-A2-A0SW-01A
0 years, female, white, stage:Stage IV, dead, 1365 days
23.7
TCGA-BH-A0DV-01A
0 years, female, white, stage:Stage IIIA, alive, 2064 days
23.2
TCGA-E2-A15K-01A
0 years, female, white, stage:Stage IIB, alive, 275 days
22.8
TCGA-OL-A5RX-01A
0 years, female, black or african american, stage:Stage IA, alive, 878 days
22.5
TCGA-LL-A740-01A
0 years, female, black or african american, stage:Stage IA, alive, 441 days
22.4
TCGA-OL-A66N-01A
0 years, female, white, stage:Stage IIIC, alive, 792 days
22.3
TCGA-LL-A5YP-01A
0 years, female, black or african american, stage:Stage IIB, alive, 450 days
22.2
TCGA-E2-A15P-01A
0 years, female, white, stage:Stage IA, alive, 595 days
22.0
TCGA-E9-A1N9-01A
0 years, female, white, stage:Stage IIA, alive, 1101 days
21.9
TCGA-D8-A27V-01A
0 years, female, white, stage:Stage IIA, alive, 381 days
21.8
TCGA-BH-A1FU-01A
0 years, female, white, stage:Stage IA, dead, 1688 days
21.7
TCGA-AO-A12E-01A
0 years, female, white, stage:Stage IIB, alive, 2142 days
21.7
TCGA-A2-A0T1-01A
0 years, female, american indian or alaska native, stage:Stage IIIC, alive, 521 days
21.3
TCGA-AO-A0JF-01A
0 years, female, white, stage:Stage IIA, alive, 1980 days
21.2
TCGA-A2-A3KC-01A
0 years, female, black or african american, stage:Stage IIB, alive, 1102 days
21.1
TCGA-A7-A3RF-01A
0 years, female, white, stage:Stage IIA, alive, 408 days
21.0
TCGA-E2-A1IU-01A
0 years, female, white, stage:Stage IA, alive, 337 days
21.0
TCGA-EW-A1OX-01A
0 years, female, white, stage:Stage IIA, alive, 911 days
20.9
TCGA-AN-A0XV-01A
0 years, female, white, stage:Stage IIIA, alive, 162 days
20.5
TCGA-A7-A6VV-01A
0 years, female, black or african american, stage:Stage IIA, alive, 313 days
20.4
TCGA-A1-A0SD-01A
0 years, female, white, stage:Stage IIA, alive, 437 days
20.4
TCGA-OL-A5D7-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1780 days
20.3
TCGA-AR-A1AW-01A
0 years, female, white, stage:Stage IIA, alive, 2632 days
20.2
TCGA-BH-A5J0-01A
0 years, female, black or african american, stage:Stage IA, alive, 715 days
20.2
TCGA-D8-A27I-01A
0 years, female, white, stage:Stage IIIA, alive, 439 days
20.0
TCGA-D8-A27T-01A
0 years, female, white, stage:Stage IIIC, alive, 398 days
20.0
TCGA-A8-A08F-01A
0 years, female, stage:Stage IIIC, alive, 1004 days
19.9
TCGA-AC-A2FM-01A
0 years, female, white, stage:Stage IIB, dead, 792 days
19.9
TCGA-E2-A106-01A
0 years, female, asian, stage:Stage IB, alive, 2541 days
19.8
TCGA-EW-A1P0-01A
0 years, female, white, stage:Stage IIB, alive, 1251 days
19.8
TCGA-MS-A51U-01A
0 years, female, white, stage:Stage IIB, alive, 681 days
19.4
TCGA-A8-A08O-01A
0 years, female, stage:Stage IV, alive, 943 days
19.4
TCGA-EW-A1P5-01A
0 years, female, white, stage:Stage IIB, alive, 703 days
19.4
TCGA-E2-A10A-01A
0 years, female, white, stage:Stage IIB, alive, 1229 days
19.4
TCGA-D8-A1XR-01A
0 years, female, white, stage:Stage IIB, alive, 482 days
19.2
TCGA-A7-A0CD-01A
0 years, female, white, stage:Stage I, alive, 1165 days
19.2
TCGA-A8-A09M-01A
0 years, female, stage:Stage IIIC, alive, 1006 days
19.1
TCGA-A2-A0CV-01A
0 years, female, asian, stage:Stage IIB, alive, 3011 days
18.5
TCGA-D8-A1XM-01A
0 years, female, white, stage:Stage IA, alive, 538 days
18.4
TCGA-BH-A0DS-01A
0 years, female, white, stage:Stage IIIA, alive, 78 days
18.3
TCGA-EW-A6S9-01A
0 years, female, black or african american, stage:Stage IIA, alive, 463 days
18.3
TCGA-E9-A295-01A
0 years, female, white, stage:Stage IIA, alive, 375 days
18.2
TCGA-AN-A0AS-01A
0 years, female, white, stage:Stage IIIA, alive, 10 days
18.2
TCGA-A2-A3XT-01A
0 years, female, black or african american, stage:Stage IIB, alive, 2770 days
18.1
TCGA-JL-A3YX-01A
0 years, female, asian, stage:Stage IIA, alive, 352 days
17.9
TCGA-BH-A209-01A
0 years, female, black or african american, stage:Stage I, dead, 3959 days
17.6
TCGA-B6-A0X5-01A
0 years, female, black or african american, stage:Stage IIB, dead, 2097 days
17.4
TCGA-LL-A6FQ-01A
0 years, female, black or african american, stage:Stage IIIA, alive, 80 days
17.4
TCGA-C8-A1HF-01A
0 years, female, asian, stage:Stage IIA, alive, 332 days
17.3
TCGA-OL-A6VR-01A
0 years, female, black or african american, stage:Stage IA, alive, 1220 days
17.3
TCGA-E9-A3HO-01A
0 years, female, white, stage:Stage IIA, alive, 1158 days
17.2
TCGA-AN-A0XN-01A
0 years, female, white, stage:Stage IIIA, alive, 10 days
17.1
TCGA-AR-A24S-01A
0 years, female, white, stage:Stage I, alive, 2976 days
16.9
TCGA-LL-A5YO-01A
0 years, female, black or african american, stage:Stage IA, alive, 440 days
16.6
TCGA-A2-A04Q-01A
0 years, female, white, stage:Stage IA, alive, 2385 days
16.5
TCGA-E2-A14N-01A
0 years, female, white, stage:Stage IIB, alive, 1434 days
16.3
TCGA-E9-A1RF-01A
0 years, female, white, stage:Stage IIIA, alive, 200 days
16.2
TCGA-D8-A143-01A
0 years, female, white, stage:Stage IIA, alive, 431 days
16.1
TCGA-D8-A1X6-01A
0 years, female, white, stage:Stage IIIA, alive, 541 days
16.1
TCGA-EW-A2FV-01A
0 years, female, white, stage:Stage IIIC, alive, 788 days
16.0
TCGA-EW-A1OW-01A
0 years, female, black or african american, stage:Stage IIA, alive, 694 days
15.9
TCGA-E9-A3Q9-01A
0 years, female, white, stage:Stage IIIC, alive, 1001 days
15.9
TCGA-UU-A93S-01A
0 years, female, black or african american, stage:Stage IV, dead, 116 days
15.8
TCGA-A8-A09Q-01A
0 years, female, stage:Stage IIIB, alive, 761 days
15.7
TCGA-E2-A56Z-01A
0 years, female, black or african american, stage:Stage IIB, alive, 252 days
15.6
TCGA-BH-A1FH-01A
0 years, female, white, stage:Stage IV, dead, 1034 days
15.4
TCGA-AN-A041-01A
0 years, female, white, stage:Stage IIB, alive, 7 days
15.4
TCGA-A8-A07C-01A
0 years, female, stage:Stage IIA, alive, 1034 days
15.4
TCGA-A2-A0EQ-01A
0 years, female, black or african american, stage:Stage IIA, alive, 2426 days
15.2
TCGA-EW-A1P6-01A
0 years, female, white, stage:Stage IIB, alive, 562 days
15.2
TCGA-A8-A09B-01A
0 years, female, stage:Stage IIIB, alive, 365 days
15.2
TCGA-AN-A0AJ-01A
0 years, female, white, stage:Stage IIB, alive, 303 days
15.2
TCGA-E9-A1N8-01A
0 years, female, white, stage:Stage IIA, alive, 1039 days
15.1
TCGA-EW-A1PG-01A
0 years, female, white, stage:Stage IIB, alive, 1051 days
14.8
TCGA-A2-A0SX-01A
0 years, female, white, stage:Stage IA, alive, 1534 days
14.8
TCGA-E2-A15O-01A
0 years, female, black or african american, stage:Stage I, alive, 289 days
14.6
TCGA-D8-A13Z-01A
0 years, female, white, stage:'--, alive, 635 days
14.6
TCGA-D8-A27N-01A
0 years, female, white, stage:Stage IIIA, alive, 519 days
14.5
TCGA-A2-A4RX-01A
0 years, female, black or african american, stage:Stage IIA, alive, 742 days
14.2
TCGA-C8-A8HP-01A
0 years, female, asian, stage:Stage IIIA, alive, 396 days
14.1
TCGA-D8-A1JH-01A
0 years, female, white, stage:Stage IA, alive, 426 days
14.0
TCGA-AR-A0TQ-01A
0 years, female, white, stage:Stage IIIA, alive, 2991 days
14.0
TCGA-AC-A6NO-01A
0 years, female, black or african american, stage:Stage IIB, alive, 51 days
13.6
TCGA-C8-A3M8-01A
0 years, female, asian, stage:Stage IA, alive, 394 days
13.6
TCGA-D8-A1X7-01A
0 years, female, white, stage:Stage IIA, alive, 509 days
13.6
TCGA-BH-A18N-01A
0 years, female, white, stage:Stage IIA, dead, 468 days
13.5
TCGA-OL-A5D8-01A
0 years, female, black or african american, stage:Stage IIB, alive, 973 days
13.5
TCGA-E9-A1NG-01A
0 years, female, white, stage:Stage IIA, dead, 786 days
13.5
TCGA-AC-A2BM-01A
0 years, female, black or african american, stage:Stage IIB, alive, 3022 days
13.5
TCGA-BH-A0DD-01A
0 years, male, white, stage:Stage IIB, alive, 2486 days
13.1
TCGA-AC-A3QP-01A
0 years, female, white, stage:Stage IIB, alive, 675 days
13.1
TCGA-BH-A0EA-01A
0 years, female, white, stage:Stage IIA, dead, 991 days
13.0
TCGA-E9-A1RI-01A
0 years, female, white, stage:Stage IIIA, alive, 1449 days
13.0
TCGA-E2-A1LI-01A
0 years, female, white, stage:Stage IIB, alive, 3121 days
12.9
TCGA-3C-AAAU-01A
0 years, female, white, stage:Stage X, alive, 4047 days
12.7
TCGA-GM-A5PV-01A
0 years, female, white, stage:Stage IIB, alive, 412 days
12.6
TCGA-AC-A2B8-01A
0 years, female, white, stage:Stage IIB, alive, 677 days
12.6
TCGA-BH-A1EO-01A
0 years, female, white, stage:Stage IIA, dead, 2798 days
12.5
TCGA-PL-A8LZ-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 302 days
12.5
TCGA-BH-A18T-01A
0 years, female, white, stage:Stage IIA, dead, 224 days
12.5
TCGA-D8-A1X8-01A
0 years, female, white, stage:Stage IIIA, alive, 783 days
12.5
TCGA-LL-A7SZ-01A
0 years, female, black or african american, stage:Stage IIB, alive, 594 days
12.4
TCGA-C8-A137-01A
0 years, female, asian, stage:Stage IIB, alive, 379 days
12.2
TCGA-A8-A06Y-01A
0 years, female, stage:Stage IIA, alive, 791 days
12.1
TCGA-A1-A0SG-01A
0 years, female, white, stage:Stage IIB, alive, 434 days
12.0
TCGA-A2-A0D3-01A
0 years, female, white, stage:Stage IA, alive, 1873 days
12.0
TCGA-A2-A0T0-01A
0 years, female, white, stage:Stage IIB, alive, 533 days
11.9
TCGA-S3-A6ZG-01A
0 years, female, black or african american, stage:Stage IIB, alive, 562 days
11.8
TCGA-BH-A42T-01A
0 years, female, black or african american, stage:Stage IIA, dead, 320 days
11.8
TCGA-AR-A2LM-01A
0 years, female, white, stage:Stage II, alive, 1935 days
11.7
TCGA-GM-A2D9-01A
0 years, female, white, stage:Stage I, dead, 1812 days
11.7
TCGA-D8-A1Y0-01A
0 years, female, white, stage:Stage IIIA, alive, 472 days
11.7
TCGA-AC-A2FO-01A
0 years, female, white, stage:Stage IIB, alive, 2255 days
11.6
TCGA-A7-A0CH-01A
0 years, female, white, stage:Stage IIA, alive, 1079 days
11.6
TCGA-E9-A1NF-01A
0 years, female, white, stage:Stage IIA, dead, 1072 days
11.4
TCGA-BH-A0BQ-01A
0 years, female, white, stage:Stage I, alive, 2255 days
11.3
TCGA-D8-A27F-01A
0 years, female, white, stage:Stage IIA, alive, 488 days
11.3
TCGA-BH-A0DI-01A
0 years, female, white, stage:Stage IIB, alive, 912 days
11.3
TCGA-AO-A12H-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1234 days
11.2
TCGA-BH-A18M-01A
0 years, female, white, stage:Stage IIIA, dead, 2207 days
11.2
TCGA-A2-A0YE-01A
0 years, female, white, stage:Stage IIB, alive, 554 days
11.2
TCGA-A2-A0CP-01A
0 years, female, white, stage:Stage IA, alive, 2813 days
11.1
TCGA-B6-A0RH-01A
0 years, female, black or african american, stage:Stage IIA, dead, 6456 days
11.1
TCGA-A7-A2KD-01A
0 years, female, black or african american, stage:Stage IIIA, alive, 679 days
11.1
TCGA-BH-A0HF-01A
0 years, female, white, stage:Stage IA, alive, 727 days
11.0
TCGA-D8-A13Y-01A
0 years, female, white, stage:Stage IA, alive, 1728 days
11.0
TCGA-GM-A2DK-01A
0 years, female, white, stage:Stage I, alive, 2645 days
10.9
TCGA-A2-A0CT-01A
0 years, female, white, stage:Stage IIA, alive, 2289 days
10.9
TCGA-C8-A12Y-01A
0 years, female, asian, stage:Stage IIB, alive, 1476 days
10.8
TCGA-D8-A140-01A
0 years, female, white, stage:Stage IIB, alive, 403 days
10.7
TCGA-E2-A1B4-01A
0 years, female, white, stage:Stage IIIA, dead, 1004 days
10.6
TCGA-E9-A1RA-01A
0 years, female, white, stage:Stage IA, alive, 1369 days
10.6
TCGA-AR-A2LQ-01A
0 years, female, white, stage:Stage IIB, alive, 1233 days
10.4
TCGA-AN-A0FV-01A
0 years, female, white, stage:Stage IIA, alive, 10 days
10.4
TCGA-B6-A0RM-01A
0 years, female, black or african american, stage:Stage X, dead, 2373 days
10.4
TCGA-D8-A1JB-01A
0 years, female, white, stage:Stage IIB, alive, 1688 days
10.3
TCGA-A8-A09D-01A
0 years, female, stage:Stage IIB, alive, 1522 days
10.1
TCGA-A7-A5ZW-01A
0 years, female, black or african american, stage:Stage IIA, alive, 326 days
10.1
TCGA-AC-A2QJ-01A
0 years, female, white, stage:Stage IIIB, dead, 446 days
10.1
TCGA-E9-A22G-01A
0 years, female, white, stage:Stage IIA, alive, 1239 days
10.0
TCGA-E9-A248-01A
0 years, female, white, stage:Stage IIA, alive, 59 days
9.9
TCGA-B6-A409-01A
0 years, female, black or african american, stage:Stage IIIA, dead, 573 days
9.8
TCGA-B6-A40B-01A
0 years, female, white, stage:Stage I, alive, 3152 days
9.4
TCGA-AC-A8OP-01A
0 years, female, black or african american, stage:Stage IA, alive, 614 days
9.4
TCGA-BH-A0BL-01A
0 years, female, white, stage:Stage I, alive, 2278 days
9.3
TCGA-A2-A0CQ-01A
0 years, female, black or african american, stage:Stage IA, alive, 2695 days
9.3
TCGA-D8-A1Y3-01A
0 years, female, white, stage:Stage IIIA, alive, 430 days
9.3
TCGA-B6-A0IM-01A
0 years, female, black or african american, stage:Stage IIB, dead, 3873 days
9.2
TCGA-BH-A8FY-01A
0 years, female, white, stage:Stage IA, dead, 295 days
9.1
TCGA-AC-A3TN-01A
0 years, female, white, stage:Stage IIB, alive, 456 days
9.1
TCGA-AN-A0XL-01A
0 years, female, white, stage:Stage IIA, alive, 163 days
9.1
TCGA-AQ-A0Y5-01A
0 years, female, white, stage:Stage IIIA, dead, 172 days
9.0
TCGA-W8-A86G-01A
0 years, female, white, stage:Stage IIA, alive, 347 days
8.9
TCGA-A8-A07L-01A
0 years, female, stage:Stage IIIA, alive, 975 days
8.9
TCGA-D8-A1XG-01A
0 years, female, white, stage:Stage IIIB, alive, 448 days
8.9
TCGA-B6-A0RG-01A
0 years, female, white, stage:Stage IIB, alive, 2082 days
8.8
TCGA-E2-A14U-01A
0 years, female, white, stage:Stage I, alive, 1318 days
8.8
TCGA-D8-A1Y2-01A
0 years, female, white, stage:Stage IIA, alive, 433 days
8.8
TCGA-BH-A0HK-01A
0 years, female, white, stage:Stage IIB, alive, 178 days
8.6
TCGA-AR-A24T-01A
0 years, female, white, stage:Stage IIIC, alive, 3202 days
8.4
TCGA-B6-A0X4-01A
0 years, female, white, stage:Stage IIB, dead, 860 days
8.4
TCGA-E2-A1IG-01A
0 years, female, white, stage:Stage IIB, alive, 2140 days
8.4
TCGA-E9-A227-01A
0 years, female, white, stage:Stage IIB, alive, 975 days
8.3
TCGA-A2-A0EU-01A
0 years, female, white, stage:Stage IA, alive, 1043 days
8.2
TCGA-A2-A0CU-01A
0 years, female, white, stage:Stage IIA, dead, 158 days
8.0
TCGA-A8-A07W-01A
0 years, female, stage:Stage IV, alive, 304 days
8.0
TCGA-E2-A1L7-01A
0 years, female, white, stage:Stage IIIA, alive, 1836 days
8.0
TCGA-B6-A0IQ-01A
0 years, female, white, stage:Stage IIIA, alive, 4285 days
7.9
TCGA-S3-AA17-01A
0 years, female, black or african american, stage:Stage IIB, alive, 424 days
7.8
TCGA-AC-A6IW-01A
0 years, female, black or african american, stage:Stage IIA, alive, 413 days
7.8
TCGA-E9-A1R5-01A
0 years, female, white, stage:Stage IA, alive, 92 days
7.8
TCGA-AN-A0FY-01A
0 years, female, white, stage:Stage IA, alive, 10 days
7.7
TCGA-BH-A0HY-01A
0 years, female, white, stage:Stage I, alive, 1545 days
7.7
TCGA-A2-A0D0-01A
0 years, female, black or african american, stage:Stage IIA, alive, 2048 days
7.6
TCGA-E2-A155-01A
0 years, female, white, stage:Stage IIB, alive, 640 days
7.5
TCGA-BH-A0E7-01A
0 years, female, white, stage:Stage IIB, alive, 1363 days
7.1
TCGA-E9-A249-01A
0 years, female, white, stage:Stage IIA, alive, 217 days
7.1
TCGA-E2-A1IO-01A
0 years, female, white, stage:Stage I, alive, 1855 days
7.0
TCGA-AR-A24O-01A
0 years, female, white, stage:Stage IIIA, alive, 3607 days
7.0
TCGA-AO-A0JM-01A
0 years, female, stage:Stage IIB, alive, 2184 days
7.0
TCGA-E9-A54X-01A
0 years, female, white, stage:Stage IA, alive, 727 days
6.9
TCGA-AC-A2BK-01A
0 years, female, black or african american, stage:Stage IIIA, alive, 2222 days
6.9
TCGA-E2-A15R-01A
0 years, female, white, stage:Stage IIA, alive, 1732 days
6.8
TCGA-E2-A105-01A
0 years, female, white, stage:Stage IIA, alive, 1308 days
6.7
TCGA-OK-A5Q2-01A
0 years, female, stage:Stage II, alive, 64 days
6.7
TCGA-BH-A1ET-01A
0 years, female, white, stage:Stage I, dead, 2520 days
6.6
TCGA-AN-A0AK-01A
0 years, female, white, stage:Stage IIA, alive, 224 days
6.5
TCGA-E9-A22B-01A
0 years, female, white, stage:Stage IA, alive, 1167 days
6.5
TCGA-E2-A14T-01A
0 years, female, white, stage:Stage IIA, alive, 2311 days
6.5
TCGA-LD-A9QF-01A
0 years, female, black or african american, stage:Stage IA, alive, 323 days
6.5
TCGA-E2-A1IF-01A
0 years, female, white, stage:Stage I, alive, 1138 days
6.4
TCGA-AN-A0XW-01A
0 years, female, white, stage:Stage IIIA, alive, 170 days
6.4
TCGA-AQ-A1H3-01A
0 years, female, white, stage:Stage IIIC, alive, 989 days
6.4
TCGA-BH-A0B8-01A
0 years, female, white, stage:Stage I, alive, 1569 days
6.4
TCGA-OL-A5RZ-01A
0 years, female, black or african american, stage:Stage IA, alive, 679 days
6.4
TCGA-E9-A1NI-01A
0 years, female, white, stage:Stage IIA, alive, 300 days
6.4
TCGA-GM-A5PX-01A
0 years, female, white, stage:Stage IIB, alive, 551 days
6.4
TCGA-E9-A5FL-01A
0 years, female, white, stage:Stage IIB, alive, 24 days
6.3
TCGA-A1-A0SK-01A
0 years, female, asian, stage:Stage IIA, dead, 967 days
6.2
TCGA-A8-A09V-01A
0 years, female, stage:Stage IIA, alive, 457 days
6.2
TCGA-E2-A1B5-01A
0 years, female, white, stage:Stage IIA, alive, 984 days
6.2
TCGA-E9-A1R0-01A
0 years, female, white, stage:Stage IIA, alive, 860 days
6.1
TCGA-E9-A1R6-01A
0 years, female, white, stage:Stage IIA, alive, 339 days
6.1
TCGA-B6-A401-01A
0 years, female, black or african american, stage:Stage IIA, alive, 2596 days
6.0
TCGA-BH-A0H9-01A
0 years, female, white, stage:Stage IIA, alive, 1247 days
6.0
TCGA-E2-A15F-01A
0 years, female, white, stage:Stage I, alive, 658 days
6.0
TCGA-AN-A0AL-01A
0 years, female, white, stage:Stage IIIB, alive, 227 days
5.9
TCGA-BH-A0BM-01A
0 years, female, white, stage:Stage IIB, alive, 1876 days
5.9
TCGA-E2-A1IE-01A
0 years, female, white, stage:Stage IIB, alive, 2362 days
5.9
TCGA-A7-A0D9-01A
0 years, female, white, stage:Stage IIA, alive, 1139 days
5.8
TCGA-BH-A0GY-01A
0 years, female, white, stage:Stage IIA, alive, 923 days
5.8
TCGA-GM-A3XG-01A
0 years, female, white, stage:Stage IIIA, alive, 1330 days
5.8
TCGA-BH-A0GZ-01A
0 years, female, white, stage:Stage IIA, alive, 328 days
5.8
TCGA-E2-A1L6-01A
0 years, female, white, stage:Stage IIA, alive, 1648 days
5.6
TCGA-A2-A4RY-01A
0 years, female, white, stage:Stage IIIC, alive, 648 days
5.6
TCGA-A2-A0CK-01A
0 years, female, white, stage:Stage IIIA, alive, 4159 days
5.5
TCGA-E2-A15L-01A
0 years, female, black or african american, stage:Stage IIA, alive, 626 days
5.5
TCGA-D8-A27R-01A
0 years, female, white, stage:Stage IIIC, alive, 307 days
5.4
TCGA-AO-A0JE-01A
0 years, female, black or african american, stage:Stage IIIA, alive, 2335 days
5.4
TCGA-E9-A22E-01A
0 years, female, white, stage:Stage IIIA, alive, 1269 days
5.3
TCGA-A1-A0SB-01A
0 years, female, white, stage:Stage I, alive, 259 days
5.2
TCGA-AR-A256-01A
0 years, female, white, stage:Stage IIA, dead, 2854 days
5.1
TCGA-A7-A13E-01A
0 years, female, white, stage:Stage IIB, dead, 614 days
5.1
TCGA-EW-A1IW-01A
0 years, female, white, stage:Stage IIB, alive, 371 days
5.1
TCGA-A2-A0EO-01A
0 years, female, white, stage:Stage IA, alive, 2442 days
5.1
TCGA-A2-A04X-01A
0 years, female, white, stage:Stage IIA, alive, 1686 days
5.0
TCGA-AO-A03R-01A
0 years, female, white, stage:Stage IIB, alive, 2091 days
5.0
TCGA-E2-A14Y-01A
0 years, female, white, stage:Stage IIA, alive, 2109 days
4.9
TCGA-Z7-A8R5-01A
0 years, female, white, stage:Stage IIIA, alive, 3287 days
4.9
TCGA-BH-A1FD-01A
0 years, female, white, stage:Stage I, dead, 1009 days
4.8
TCGA-AR-A0TY-01A
0 years, female, white, stage:Stage IIA, dead, 1699 days
4.7
TCGA-AC-A2FF-01A
0 years, female, asian, stage:Stage IIB, alive, 2759 days
4.6
TCGA-BH-A0DG-01A
0 years, female, black or african american, stage:Stage IIA, alive, 2041 days
4.5
TCGA-D8-A1XQ-01A
0 years, female, white, stage:Stage IIA, alive, 499 days
4.5
TCGA-E9-A5UO-01A
0 years, female, white, stage:Stage IIA, alive, 785 days
4.5
TCGA-D8-A3Z5-01A
0 years, female, white, stage:Stage IIIC, alive, 1015 days
4.5
TCGA-A8-A0A7-01A
0 years, female, stage:Stage IIB, alive, 30 days
4.5
TCGA-A1-A0SF-01A
0 years, female, white, stage:Stage IIA, alive, 1463 days
4.4
TCGA-E2-A1LG-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1523 days
4.4
TCGA-AN-A0FZ-01A
0 years, female, white, stage:Stage IIIA, alive, 10 days
4.4
TCGA-E9-A1RD-01A
0 years, female, white, stage:Stage IIA, alive, 34 days
4.3
TCGA-D8-A1JP-01A
0 years, female, white, stage:Stage IA, alive, 639 days
4.2
TCGA-EW-A6SA-01A
0 years, male, black or african american, stage:Stage II, alive, 510 days
4.2
TCGA-GI-A2C9-01A
0 years, female, black or african american, stage:Stage IIB, alive, 3342 days
4.1
TCGA-E2-A154-01A
0 years, female, white, stage:Stage I, alive, 591 days
4.1
TCGA-V7-A7HQ-01A
0 years, female, black or african american, stage:Stage IIIA, alive, 2033 days
4.1
TCGA-AR-A24K-01A
0 years, female, white, stage:Stage IIA, alive, 1548 days
4.0
TCGA-AQ-A54N-01A
0 years, female, black or african american, stage:Stage IIA, alive, 78 days
4.0
TCGA-BH-A0HX-01A
0 years, female, white, stage:Stage IIB, alive, 829 days
4.0
TCGA-AO-A0JL-01A
0 years, female, white, stage:Stage IIIA, alive, 1683 days
3.9
TCGA-E9-A247-01A
0 years, female, white, stage:Stage IA, alive, 1186 days
3.9
TCGA-A2-A0EN-01A
0 years, female, white, stage:Stage IIA, alive, 4088 days
3.8
TCGA-A8-A0AB-01A
0 years, female, stage:Stage IIA, alive, 518 days
3.8
TCGA-AO-A0JJ-01A
0 years, female, white, stage:Stage IIB, alive, 1887 days
3.8
TCGA-C8-A138-01A
0 years, female, asian, stage:Stage IIIA, alive, 380 days
3.7
TCGA-B6-A0WX-01A
0 years, female, black or african american, stage:Stage IIIA, dead, 639 days
3.6
TCGA-A2-A04V-01A
0 years, female, white, stage:Stage IIA, dead, 1920 days
3.5
TCGA-AO-A0JD-01A
0 years, female, white, stage:Stage IIIA, alive, 2190 days
3.4
TCGA-AC-A5XU-01A
0 years, female, black or african american, stage:Stage IIB, alive, 455 days
3.2
TCGA-S3-AA12-01A
0 years, female, black or african american, stage:Stage IIIA, alive, 574 days
3.1
TCGA-LL-A6FR-01A
0 years, female, black or african american, stage:Stage IIA, alive, 489 days
3.1
TCGA-E2-A150-01A
0 years, female, white, stage:Stage IIA, alive, 1935 days
3.0
TCGA-LL-A441-01A
0 years, female, black or african american, stage:Stage IA, alive, 996 days
2.9
TCGA-A8-A08C-01A
0 years, female, stage:Stage IIA, alive, 881 days
2.9
TCGA-E2-A1LE-01A
0 years, female, white, stage:Stage IIIC, dead, 879 days
2.9
TCGA-AR-A252-01A
0 years, female, white, stage:Stage I, alive, 2838 days
2.9
TCGA-BH-A0BW-01A
0 years, female, black or african american, stage:Stage I, alive, 2371 days
2.8
TCGA-WT-AB44-01A
0 years, female, white, stage:Stage IA, alive, 883 days
2.8
TCGA-E9-A226-01A
0 years, female, white, stage:Stage IIIA, dead, 1048 days
2.8
TCGA-A2-A3XU-01A
0 years, female, black or african american, stage:Stage IIB, dead, 912 days
2.7
TCGA-EW-A1PH-01A
0 years, female, white, stage:Stage IIA, alive, 607 days
2.7
TCGA-E2-A159-01A
0 years, female, white, stage:Stage IIA, alive, 762 days
2.7
TCGA-BH-A0AU-01A
0 years, female, white, stage:Stage IIA, alive, 1914 days
2.7
TCGA-A7-A5ZX-01A
0 years, female, white, stage:Stage IIIC, alive, 336 days
2.6
TCGA-E2-A1LA-01A
0 years, female, stage:Stage IIA, alive, 748 days
2.6
TCGA-A2-A3XZ-01A
0 years, female, black or african american, stage:Stage I, alive, 1532 days
2.5
TCGA-A8-A085-01A
0 years, male, stage:Stage IIB, alive, 1124 days
2.5
TCGA-E9-A1R2-01A
0 years, female, white, stage:Stage IIIC, alive, 1063 days
2.5
TCGA-EW-A2FW-01A
0 years, female, white, stage:Stage IIA, alive, 672 days
2.5
TCGA-A2-A0YF-01A
0 years, female, black or african american, stage:Stage I, alive, 1535 days
2.5
TCGA-D8-A1JE-01A
0 years, female, white, stage:Stage IIA, alive, 575 days
2.5
TCGA-BH-A0E2-01A
0 years, female, black or african american, stage:Stage IIIA, alive, 435 days
2.4
TCGA-BH-A0EE-01A
0 years, female, white, stage:Stage IIB, alive, 943 days
2.4
TCGA-D8-A1J8-01A
0 years, female, white, stage:Stage IIB, alive, 431 days
2.4
TCGA-A8-A07J-01A
0 years, female, stage:Stage IIB, alive, 365 days
2.4
TCGA-A2-A0D1-01A
0 years, female, white, stage:Stage IIA, alive, 1051 days
2.3
TCGA-AO-A1KR-01A
0 years, female, white, stage:Stage IIA, alive, 2513 days
2.2
TCGA-B6-A0RI-01A
0 years, female, white, stage:Stage IIIB, alive, 7126 days
2.2
TCGA-AO-A1KP-01A
0 years, female, white, stage:Stage IIA, alive, 2953 days
2.2
TCGA-E2-A15S-01A
0 years, female, white, stage:Stage IIB, alive, 428 days
2.1
TCGA-AR-A1AL-01A
0 years, female, white, stage:Stage IIIA, alive, 2971 days
2.1
TCGA-AR-A1AJ-01A
0 years, female, white, stage:Stage I, alive, 2383 days
2.1
TCGA-D8-A1JS-01A
0 years, female, white, stage:Stage IA, alive, 371 days
2.0
TCGA-C8-A1HM-01A
0 years, female, asian, stage:Stage IIA, alive, 375 days
2.0
TCGA-EW-A1P3-01A
0 years, female, white, stage:Stage IIA, alive, 1611 days
2.0
TCGA-BH-A42U-01A
0 years, female, black or african american, stage:Stage IIA, alive, 3364 days
1.9
TCGA-A8-A0AD-01A
0 years, female, stage:Stage I, alive, 1157 days
1.9
TCGA-BH-A208-01A
0 years, female, white, stage:Stage IIB, dead, 1759 days
1.8
TCGA-C8-A1HK-01A
0 years, female, asian, stage:Stage IIB, alive, 366 days
1.8
TCGA-E9-A1RB-01A
0 years, female, white, stage:Stage IIA, dead, 976 days
1.8
TCGA-BH-A0DT-01A
0 years, female, white, stage:Stage IIA, alive, 2403 days
1.8
TCGA-D8-A27M-01A
0 years, female, white, stage:Stage IA, alive, 410 days
1.7
TCGA-E2-A10C-01A
0 years, female, white, stage:Stage IIB, alive, 1220 days
1.7
TCGA-EW-A1J6-01A
0 years, female, white, stage:Stage I, alive, 875 days
1.6
TCGA-AN-A04D-01A
0 years, female, white, stage:Stage IIB, alive, 52 days
1.6
TCGA-C8-A1HN-01A
0 years, female, asian, stage:Stage IIA, alive, 394 days
1.6
TCGA-XX-A89A-01A
0 years, female, white, stage:Stage IIB, alive, 488 days
1.6
TCGA-A8-A07E-01A
0 years, female, stage:Stage X, alive, 608 days
1.5
TCGA-E2-A1L9-01A
0 years, female, white, stage:Stage IIA, alive, 598 days
1.5
TCGA-A7-A5ZV-01A
0 years, female, black or african american, stage:Stage IIA, alive, 368 days
1.5
TCGA-E2-A1LH-01A
0 years, female, white, stage:Stage I, alive, 3247 days
1.5
TCGA-D8-A1JI-01A
0 years, female, white, stage:Stage IIA, alive, 577 days
1.5
TCGA-E9-A3X8-01A
0 years, female, white, stage:Stage IIB, alive, 926 days
1.5
TCGA-AR-A1AP-01A
0 years, female, white, stage:Stage I, alive, 2856 days
1.4
TCGA-A7-A0DC-01A
0 years, female, white, stage:Stage IA, alive, 906 days
1.4
TCGA-AO-A0J6-01A
0 years, female, white, stage:Stage IIA, alive, 1140 days
1.3
TCGA-AQ-A1H2-01A
0 years, female, white, stage:Stage IIIA, alive, 475 days
1.3
TCGA-B6-A0WZ-01A
0 years, female, black or african american, stage:Stage II, alive, 6292 days
1.3
TCGA-AC-A3YI-01A
0 years, female, white, stage:Stage IIIC, alive, 707 days
1.3
TCGA-C8-A12N-01A
0 years, female, asian, stage:Stage IIA, alive, 358 days
1.3
TCGA-EW-A423-01A
0 years, female, white, stage:Stage IIA, alive, 533 days
1.3
TCGA-BH-A0H7-01A
0 years, female, white, stage:Stage IIIA, alive, 702 days
1.3
TCGA-B6-A1KN-01A
0 years, female, white, stage:Stage IIIB, alive, 4233 days
1.3
TCGA-A7-A13F-01A
0 years, female, white, stage:Stage IIIA, alive, 765 days
1.2
TCGA-D8-A1X5-01A
0 years, female, white, stage:Stage IIIC, alive, 565 days
1.2
TCGA-A1-A0SI-01A
0 years, female, white, stage:Stage IIB, alive, 635 days
1.2
TCGA-BH-A0B1-01A
0 years, female, white, stage:Stage IIB, alive, 1148 days
1.2
TCGA-AC-A5XS-01A
0 years, female, white, stage:Stage IIA, alive, 588 days
1.2
TCGA-BH-A1EU-01A
0 years, female, white, stage:Stage I, dead, 1286 days
1.1
TCGA-BH-A0E1-01A
0 years, female, white, stage:Stage IIB, alive, 477 days
1.1
TCGA-AO-A1KS-01A
0 years, female, white, stage:Stage IIA, alive, 350 days
1.1
TCGA-BH-A0HO-01A
0 years, female, white, stage:Stage IIA, alive, 76 days
1.1
TCGA-A8-A08G-01A
0 years, female, stage:Stage IIA, alive, 607 days
1.1
TCGA-JL-A3YW-01A
0 years, female, asian, stage:Stage IIB, alive, 360 days
1.1
TCGA-BH-A18H-01A
0 years, female, white, stage:Stage IA, alive, 652 days
1.0
TCGA-A2-A3XS-01A
0 years, female, black or african american, stage:Stage IIIA, dead, 1032 days
1.0
TCGA-AR-A24N-01A
0 years, female, white, stage:Stage I, alive, 3035 days
1.0
TCGA-AO-A0JI-01A
0 years, female, white, stage:Stage IIA, alive, 1528 days
1.0
TCGA-E9-A5UP-01A
0 years, female, white, stage:Stage IIA, alive, 803 days
1.0
TCGA-A8-A08P-01A
0 years, female, stage:Stage IIIA, alive, 943 days
1.0
TCGA-LL-A5YM-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 394 days
1.0
TCGA-GM-A2DI-01A
0 years, female, white, stage:Stage I, alive, 2590 days
1.0
TCGA-PE-A5DD-01A
0 years, female, asian, stage:Stage IIA, alive, 1953 days
1.0
TCGA-C8-A275-01A
0 years, female, asian, stage:Stage IIA, alive, 1 days
0.9
TCGA-B6-A0IE-01A
0 years, female, black or african american, stage:Stage IIIA, dead, 1993 days
0.9
TCGA-AO-A12A-01A
0 years, female, white, stage:Stage IIA, alive, 3112 days
0.9
TCGA-A2-A25B-01A
0 years, female, black or african american, stage:Stage IIB, alive, 1291 days
0.9
TCGA-A8-A097-01A
0 years, female, stage:Stage IIB, alive, 365 days
0.9
TCGA-E9-A1N6-01A
0 years, female, white, stage:Stage IIB, dead, 678 days
0.9
TCGA-BH-A1FN-01A
0 years, female, white, stage:Stage IIA, dead, 2192 days
0.9
TCGA-BH-A203-01A
0 years, female, white, stage:Stage IIB, dead, 1174 days
0.8
TCGA-A2-A1FX-01A
0 years, female, white, stage:Stage IIIA, alive, 1847 days
0.8
TCGA-AN-A046-01A
0 years, female, white, stage:Stage IIA, alive, 10 days
0.8
TCGA-WT-AB41-01A
0 years, female, black or african american, stage:Stage IIB, alive, 1611 days
0.8
TCGA-A8-A08B-01A
0 years, female, stage:Stage IIA, alive, 1156 days
0.8
TCGA-E2-A15C-01A
0 years, female, white, stage:Stage I, alive, 694 days
0.8
TCGA-E2-A152-01A
0 years, female, white, stage:Stage I, alive, 2128 days
0.7
TCGA-OL-A66H-01A
0 years, female, black or african american, stage:Stage IB, alive, 812 days
0.7
TCGA-AR-A1AI-01A
0 years, female, white, stage:Stage IIA, alive, 3296 days
0.7
TCGA-A2-A0EM-01A
0 years, female, white, stage:Stage IA, alive, 3094 days
0.7
TCGA-BH-A1FG-01A
0 years, female, white, stage:Stage I, dead, 577 days
0.7
TCGA-BH-A0HQ-01A
0 years, female, white, stage:Stage IIA, alive, 1121 days
0.7
TCGA-LL-A73Y-01A
0 years, female, black or african american, stage:Stage IA, alive, 477 days
0.7
TCGA-AR-A24M-01A
0 years, female, white, stage:Stage IIIA, alive, 3660 days
0.7
TCGA-B6-A0RE-01A
0 years, female, black or african american, stage:Stage X, alive, 7777 days
0.7
TCGA-OL-A66I-01A
0 years, female, black or african american, stage:Stage IIA, alive, 714 days
0.7
TCGA-BH-A202-01A
0 years, female, white, stage:Stage II, alive, 795 days
0.7
TCGA-D8-A27P-01A
0 years, female, white, stage:Stage IA, alive, 49 days
0.7
TCGA-C8-A8HR-01A
0 years, female, asian, stage:Stage IIIA, alive, 408 days
0.7
TCGA-OL-A5RV-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 1062 days
0.7
TCGA-OL-A66J-01A
0 years, female, white, stage:Stage I, alive, 1996 days
0.7
TCGA-GM-A4E0-01A
0 years, female, white, stage:Stage IIIC, alive, 2191 days
0.7
TCGA-BH-A0HN-01A
0 years, female, white, stage:Stage IA, alive, 516 days
0.6
TCGA-A1-A0SH-01A
0 years, female, white, stage:Stage IIA, alive, 1437 days
0.6
TCGA-AR-A0U4-01A
0 years, female, white, stage:Stage IIA, alive, 3261 days
0.6
TCGA-A7-A26G-01A
0 years, female, black or african american, stage:Stage IIA, alive, 722 days
0.6
TCGA-AR-A1AK-01A
0 years, female, white, stage:Stage I, alive, 3159 days
0.6
TCGA-A2-A0EY-01A
0 years, female, white, stage:Stage IIB, alive, 1925 days
0.6
TCGA-GM-A3XN-01A
0 years, female, white, stage:Stage IIIA, alive, 2019 days
0.6
TCGA-AR-A250-01A
0 years, female, white, stage:Stage IIA, alive, 2707 days
0.6
TCGA-AO-A0J2-01A
0 years, female, white, stage:Stage IA, alive, 997 days
0.6
TCGA-AQ-A54O-01A
0 years, male, black or african american, stage:Stage IIA, alive, 1001 days
0.6
TCGA-E2-A1B1-01A
0 years, female, white, stage:Stage IIB, alive, 2653 days
0.6
TCGA-E2-A2P5-01A
0 years, female, black or african american, stage:Stage IIIC, dead, 821 days
0.6
TCGA-C8-A273-01A
0 years, female, asian, stage:Stage IIB, alive, 513 days
0.6
TCGA-AC-A2FE-01A
0 years, female, white, stage:Stage IIIC, dead, 2636 days
0.6
TCGA-E2-A15G-01A
0 years, female, white, stage:Stage IIA, alive, 554 days
0.6
TCGA-LL-A73Z-01A
0 years, female, black or african american, stage:Stage IV, dead, 227 days
0.6
TCGA-A2-A0YI-01A
0 years, female, white, stage:Stage I, alive, 1505 days
0.6
TCGA-AC-A7VB-01A
0 years, female, black or african american, stage:Stage IIA, alive, 250 days
0.5
TCGA-A1-A0SP-01A
0 years, female, stage:Stage IIA, alive, 584 days
0.5
TCGA-A7-A26H-01A
0 years, female, white, stage:Stage IIA, alive, 724 days
0.5
TCGA-PE-A5DC-01A
0 years, female, white, stage:Stage IIIA, dead, 1430 days
0.5
TCGA-GM-A2DB-01A
0 years, female, white, stage:Stage IIA, alive, 2406 days
0.5
TCGA-AO-A0JB-01A
0 years, female, white, stage:Stage IIIA, alive, 1542 days
0.5
TCGA-3C-AALI-01A
0 years, female, black or african american, stage:Stage IIB, alive, 4005 days
0.5
TCGA-AN-A0AR-01A
0 years, female, white, stage:Stage IIA, alive, 10 days
0.5
TCGA-AN-A0FT-01A
0 years, female, white, stage:Stage IIB, alive, 214 days
0.5
TCGA-E9-A228-01A
0 years, female, white, stage:Stage IIB, alive, 1285 days
0.5
TCGA-B6-A0IH-01A
0 years, female, white, stage:Stage IIIA, dead, 2965 days
0.5
TCGA-AR-A24H-01A
0 years, female, white, stage:Stage IIA, alive, 4894 days
0.5
TCGA-A8-A08Z-01A
0 years, female, stage:'--, alive, 1217 days
0.5
TCGA-A2-A4RW-01A
0 years, female, white, stage:Stage IIIC, alive, 222 days
0.4
TCGA-B6-A0RO-01A
0 years, female, white, stage:Stage IIIB, alive, 4929 days
0.4
TCGA-BH-A1F0-01A
0 years, female, white, stage:Stage IIA, dead, 785 days
0.4
TCGA-BH-A1FC-01A
0 years, female, black or african american, stage:Stage IIA, dead, 3472 days
0.4
TCGA-A1-A0SN-01A
0 years, female, white, stage:Stage IIA, alive, 1196 days
0.4
TCGA-A7-A13H-01A
0 years, female, white, stage:Stage IIB, alive, 899 days
0.4
TCGA-BH-A0C3-01A
0 years, female, white, stage:Stage I, alive, 2709 days
0.4
TCGA-C8-A135-01A
0 years, female, asian, stage:Stage IIB, alive, 393 days
0.4
TCGA-AN-A0AT-01A
0 years, female, white, stage:Stage IIA, alive, 10 days
0.4
TCGA-E2-A570-01A
0 years, female, black or african american, stage:Stage IB, alive, 931 days
0.4
TCGA-A2-A0T5-01A
0 years, female, white, stage:Stage IIA, alive, 531 days
0.4
TCGA-A2-A0ST-01A
0 years, female, white, stage:Stage IIA, alive, 3017 days
0.4
TCGA-AC-A3TM-01A
0 years, female, white, stage:Stage IIIA, alive, 762 days
0.4
TCGA-LD-A7W6-01A
0 years, female, white, stage:Stage IIB, alive, 404 days
0.3
TCGA-A8-A09A-01A
0 years, female, stage:Stage X, alive, 304 days
0.3
TCGA-A8-A08R-01A
0 years, female, stage:Stage IIB, alive, 30 days
0.3
TCGA-AC-A3BB-01A
0 years, female, black or african american, stage:Stage IIIA, alive, 987 days
0.3
TCGA-E2-A109-01A
0 years, female, white, stage:Stage IIA, alive, 1417 days
0.3
TCGA-B6-A40C-01A
0 years, female, white, stage:Stage IIB, alive, 2164 days
0.3
TCGA-BH-A1F2-01A
0 years, female, white, stage:Stage IIIB, dead, 959 days
0.3
TCGA-B6-A0IB-01A
0 years, female, white, stage:Stage IV, dead, 3941 days
0.3
TCGA-AC-A8OS-01A
0 years, female, white, stage:Stage IIA, alive, 70 days
0.3
TCGA-A2-A25A-01A
0 years, female, white, stage:Stage IIA, alive, 3276 days
0.3
TCGA-AC-A2QI-01A
0 years, female, white, stage:Stage IIIA, alive, 588 days
0.3
TCGA-BH-A0B5-01A
0 years, female, white, stage:Stage IIIA, alive, 2136 days
0.3
TCGA-A2-A1FZ-01A
0 years, female, white, stage:Stage IIA, alive, 683 days
0.3
TCGA-AR-A24L-01A
0 years, female, white, stage:Stage IIB, dead, 2866 days
0.3
TCGA-BH-A0W4-01A
0 years, female, white, stage:Stage IIA, alive, 759 days
0.3
TCGA-A7-A26E-01A
0 years, female, white, stage:Stage IIIA, alive, 954 days
0.3
TCGA-A7-A6VX-01A
0 years, female, black or african american, stage:Stage IIA, alive, 317 days
0.3
TCGA-AC-A62Y-01A
0 years, female, white, stage:Stage IIB, alive, 530 days
0.2
TCGA-BH-A1FB-01A
0 years, female, white, stage:Stage IIB, dead, 3669 days
0.2
TCGA-B6-A0IJ-01A
0 years, female, black or african american, stage:Stage IIB, alive, 7106 days
0.2
TCGA-A8-A079-01A
0 years, female, stage:Stage IIIB, alive, 274 days
0.2
TCGA-A8-A07I-01A
0 years, female, stage:Stage IIIA, alive, 426 days
0.2
TCGA-C8-A27B-01A
0 years, female, asian, stage:Stage IIB, alive, 439 days
0.2
TCGA-A2-A1FV-01A
0 years, female, white, stage:Stage IIB, alive, 714 days
0.2
TCGA-LL-A7T0-01A
0 years, female, black or african american, stage:Stage IIB, alive, 376 days
0.2
TCGA-E2-A14P-01A
0 years, female, white, stage:Stage IIIC, alive, 1246 days
0.2
TCGA-BH-A1FJ-01A
0 years, female, white, stage:Stage IIIA, dead, 1927 days
0.2
TCGA-AR-A0TR-01A
0 years, female, white, stage:Stage IIB, dead, 160 days
0.2
TCGA-AR-A1AT-01A
0 years, female, white, stage:Stage IIA, dead, 1272 days
0.2
TCGA-A2-A0EP-01A
0 years, female, white, stage:Stage I, alive, 3603 days
0.2
TCGA-A2-A0ET-01A
0 years, female, white, stage:Stage IIIA, alive, 1066 days
0.2
TCGA-EW-A6SB-01A
0 years, female, black or african american, stage:Stage II, alive, 760 days
0.2
TCGA-A2-A0ER-01A
0 years, female, white, stage:Stage IB, alive, 2263 days
0.2
TCGA-AR-A24U-01A
0 years, female, white, stage:Stage IIA, alive, 3128 days
0.2
TCGA-A2-A0T6-01A
0 years, female, white, stage:Stage IIB, alive, 575 days
0.2
TCGA-AR-A0TP-01A
0 years, female, white, stage:Stage IIA, alive, 4275 days
0.2
TCGA-A2-A1FW-01A
0 years, female, white, stage:Stage IIIA, alive, 528 days
0.2
TCGA-C8-A12W-01A
0 years, female, asian, stage:Stage IIIB, alive, 385 days
0.2
TCGA-A2-A3Y0-01A
0 years, female, black or african american, stage:Stage IIB, alive, 1546 days
0.2
TCGA-A2-A3XV-01A
0 years, female, black or african american, stage:Stage IIA, alive, 996 days
0.2
TCGA-BH-A0DH-01A
0 years, female, white, stage:Stage IIB, alive, 1156 days
0.2
TCGA-C8-A134-01A
0 years, female, asian, stage:Stage IIA, alive, 383 days
0.2
TCGA-EW-A1J1-01A
0 years, female, white, stage:Stage IIB, alive, 575 days
0.2
TCGA-AR-A0TT-01A
0 years, female, black or african american, stage:Stage IIIA, alive, 3316 days
0.2
TCGA-B6-A0RL-01A
0 years, female, black or african american, stage:Stage IIA, dead, 2469 days
0.2
TCGA-D8-A1JN-01A
0 years, female, white, stage:Stage IIIC, alive, 620 days
0.2
TCGA-AO-A03V-01A
0 years, female, white, stage:Stage I, alive, 1351 days
0.2
TCGA-BH-A18S-01A
0 years, female, white, stage:Stage I, dead, 2009 days
0.2
TCGA-BH-A201-01A
0 years, female, white, stage:Stage IA, alive, 856 days
0.2
TCGA-B6-A0RV-01A
0 years, female, white, stage:Stage IIIA, alive, 5156 days
0.2
TCGA-A8-A06R-01A
0 years, female, stage:Stage IIB, alive, 547 days
0.2
TCGA-A2-A04Y-01A
0 years, female, white, stage:Stage IIB, alive, 1099 days
0.2
TCGA-BH-A0B7-01A
0 years, female, white, stage:Stage IIB, alive, 2559 days
0.2
TCGA-C8-A1HL-01A
0 years, female, asian, stage:Stage IIIA, alive, 317 days
0.2
TCGA-A1-A0SQ-01A
0 years, female, white, stage:Stage IIB, alive, 554 days
0.1
TCGA-AN-A0FF-01A
0 years, female, white, stage:Stage IA, alive, 172 days
0.1
TCGA-BH-A0E6-01A
0 years, female, white, stage:Stage IA, alive, 293 days
0.1
TCGA-A8-A06T-01A
0 years, female, stage:Stage IIIA, alive, 1614 days
0.1
TCGA-B6-A0RQ-01A
0 years, female, white, stage:Stage IIB, dead, 4267 days
0.1
TCGA-AR-A2LN-01A
0 years, female, white, stage:Stage IIA, alive, 1161 days
0.1
TCGA-B6-A1KI-01A
0 years, female, white, stage:Stage I, alive, 2236 days
0.1
TCGA-A8-A06Z-01A
0 years, female, stage:Stage IIB, alive, 31 days
0.1
TCGA-EW-A1PF-01A
0 years, female, white, stage:Stage IA, alive, 439 days
0.1
TCGA-BH-A1FR-01A
0 years, female, white, stage:Stage IIIB, dead, 1642 days
0.1
TCGA-AC-A8OQ-01A
0 years, female, black or african american, stage:Stage IIB, alive, 34 days
0.1
TCGA-BH-A0BP-01A
0 years, female, white, stage:Stage I, dead, 2296 days
0.1
TCGA-OL-A66K-01A
0 years, female, white, stage:Stage IIA, dead, 1275 days
0.1
TCGA-AO-A0J3-01A
0 years, female, white, stage:Stage IIB, alive, 651 days
0.1
TCGA-BH-A0DQ-01A
0 years, female, white, stage:Stage IIB, alive, 98 days
0.1
TCGA-A7-A3IZ-01A
0 years, female, white, stage:Stage IIA, alive, 322 days
0.1
TCGA-AO-A12D-01A
0 years, female, white, stage:Stage IIA, alive, 2515 days
0.1
TCGA-A8-A0A9-01A
0 years, female, stage:Stage IIA, alive, 822 days
0.1
TCGA-LL-A442-01A
0 years, female, black or african american, stage:Stage IIA, alive, 889 days
0.1
TCGA-PL-A8LX-01A
0 years, female, black or african american, stage:Stage IV, alive, 5 days
0.1
TCGA-AR-A2LR-01A
0 years, female, white, stage:Stage I, alive, 1742 days
0.1
TCGA-BH-A8FZ-01A
0 years, female, white, stage:Stage IA, alive, 574 days
0.1
TCGA-A8-A08X-01A
0 years, female, stage:Stage IIIC, alive, 1308 days
0.1
TCGA-E9-A243-01A
0 years, female, white, stage:Stage IIA, alive, 612 days
0.1
TCGA-A2-A04R-01A
0 years, female, black or african american, stage:Stage IA, alive, 3709 days
0.1
TCGA-AO-A0J8-01A
0 years, female, white, stage:Stage IIA, alive, 680 days
0.1
TCGA-E2-A2P6-01A
0 years, female, stage:Stage IIB, alive, 1051 days
0.1
TCGA-E2-A14W-01A
0 years, male, white, stage:Stage IIA, alive, 974 days
0.1
TCGA-AO-A0J9-01A
0 years, female, white, stage:Stage IIIC, alive, 1613 days
0.1
TCGA-BH-A0HW-01A
0 years, female, asian, stage:Stage IA, alive, 1561 days
0.1
TCGA-E2-A1IJ-01A
0 years, female, white, stage:Stage I, alive, 865 days
0.1
TCGA-A2-A0YJ-01A
0 years, female, white, stage:Stage IIIA, alive, 566 days
0.1
TCGA-AC-A3YJ-01A
0 years, female, white, stage:Stage IIA, alive, 754 days
0.1
TCGA-A7-A0CE-01A
0 years, female, white, stage:Stage IIA, alive, 1074 days
0.1
TCGA-BH-A2L8-01A
0 years, female, white, stage:Stage IIA, alive, 612 days
0.1
TCGA-GM-A3XL-01A
0 years, female, black or african american, stage:Stage IIA, alive, 2108 days
0.1
TCGA-A7-A4SF-01A
0 years, female, black or african american, stage:Stage IIA, alive, 545 days
0.1
TCGA-LL-A5YL-01A
0 years, female, white, stage:Stage IIB, alive, 519 days
0.1
TCGA-AO-A128-01A
0 years, female, white, stage:Stage IIA, alive, 3248 days
0.1
TCGA-AR-A2LE-01A
0 years, female, white, stage:Stage I, alive, 5062 days
0.1
TCGA-A8-A08T-01A
0 years, female, stage:Stage IV, dead, 3409 days
0.1
TCGA-BH-A0B9-01A
0 years, female, white, stage:Stage IA, alive, 1572 days
0.1
TCGA-E9-A244-01A
0 years, female, white, stage:Stage IIA, alive, 21 days
0.1
TCGA-AR-A0TW-01A
0 years, female, white, stage:Stage IIIA, alive, 3009 days
0.1
TCGA-AO-A124-01A
0 years, female, white, stage:Stage IIA, alive, 3506 days
0.1
TCGA-E2-A3DX-01A
0 years, female, white, stage:Stage IIIC, alive, 1325 days
0.1
TCGA-AR-A5QQ-01A
0 years, female, white, stage:Stage IIIA, dead, 322 days
0.1
TCGA-A2-A0D4-01A
0 years, female, black or african american, stage:Stage IIB, alive, 767 days
0.1
TCGA-A8-A075-01A
0 years, female, stage:Stage IIB, alive, 518 days
0.1
TCGA-EW-A1J2-01A
0 years, female, black or african american, stage:'--, alive, 403 days
0.1
TCGA-E2-A10F-01A
0 years, female, white, stage:Stage IIA, alive, 878 days
0.1
TCGA-AQ-A04J-01A
0 years, female, white, stage:Stage IIA, alive, 819 days
0.0
TCGA-S3-AA15-01A
0 years, female, black or african american, stage:Stage IIB, alive, 525 days
0.0
TCGA-B6-A0RS-01A
0 years, female, white, stage:Stage IIA, dead, 3063 days
0.0
TCGA-AN-A0XR-01A
0 years, female, white, stage:Stage IIIA, alive, 10 days
0.0
TCGA-GI-A2C8-01A
0 years, female, white, stage:Stage IIIB, alive, 225 days
0.0
TCGA-4H-AAAK-01A
0 years, female, white, stage:Stage IIIA, alive, 348 days
0.0
TCGA-AR-A254-01A
0 years, female, white, stage:Stage IIIA, alive, 2605 days
0.0
TCGA-EW-A1OZ-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1229 days
0.0
TCGA-AR-A24Z-01A
0 years, female, white, stage:Stage IIA, alive, 3001 days
0.0
TCGA-E2-A1LS-01A
0 years, female, white, stage:Stage IA, alive, 1604 days
0.0
TCGA-GM-A2DN-01A
0 years, female, white, stage:Stage IIA, alive, 3091 days
0.0
TCGA-A8-A07R-01A
0 years, female, stage:Stage IIIC, alive, 273 days
0.0
TCGA-A8-A09N-01A
0 years, female, stage:Stage IIIC, alive, 31 days
0.0
TCGA-AR-A0TS-01A
0 years, female, white, stage:Stage IIB, alive, 2558 days
0.0
TCGA-EW-A1J3-01A
0 years, female, white, stage:Stage IA, alive, 504 days
0.0
TCGA-AN-A04C-01A
0 years, female, white, stage:Stage IIB, alive, 54 days
0.0
TCGA-B6-A0I9-01A
0 years, female, white, stage:Stage IV, dead, 362 days
0.0
TCGA-C8-A278-01A
0 years, female, asian, stage:Stage IIIA, alive, 297 days
0.0
TCGA-B6-A0RN-01A
0 years, female, white, stage:Stage IA, alive, 8008 days
0.0
TCGA-E2-A14X-01A
0 years, female, black or african american, stage:Stage IIIA, alive, 972 days
0.0
TCGA-E2-A15I-01A
0 years, female, white, stage:Stage IIA, alive, 1692 days
0.0
TCGA-A8-A07Z-01A
0 years, female, stage:Stage IIA, alive, 1371 days
0.0
TCGA-BH-A0BZ-01A
0 years, female, white, stage:Stage IIIA, alive, 2255 days
0.0
TCGA-AC-A62V-01A
0 years, male, black or african american, stage:Stage IV, dead, 348 days
0.0
TCGA-3C-AALJ-01A
0 years, female, black or african american, stage:Stage IIB, alive, 1474 days
0.0
TCGA-5T-A9QA-01A
0 years, female, black or african american, stage:Stage IIA, alive, 303 days
0.0
TCGA-E9-A1RC-01A
0 years, female, white, stage:Stage IIIC, alive, 1224 days
0.0
TCGA-BH-A0W5-01A
0 years, female, white, stage:Stage IIA, alive, 1288 days
0.0
TCGA-A8-A095-01A
0 years, female, stage:Stage I, alive, 1277 days
0.0
TCGA-A2-A0YM-01A
0 years, female, white, stage:Stage IIA, alive, 965 days
0.0
TCGA-A7-A13D-01A
0 years, female, black or african american, stage:Stage IIA, alive, 965 days
0.0
TCGA-BH-AB28-01A
0 years, female, white, stage:Stage IIIA, alive, 287 days
0.0
TCGA-AR-A1AH-01A
0 years, female, white, stage:Stage IIB, alive, 3807 days
0.0
TCGA-AN-A0FN-01A
0 years, female, white, stage:Stage IA, alive, 218 days
0.0
TCGA-A8-A07B-01A
0 years, female, stage:Stage IIA, alive, 1308 days
0.0
TCGA-E9-A22H-01A
0 years, female, white, stage:Stage IIB, alive, 1232 days
0.0
TCGA-C8-A1HJ-01A
0 years, female, asian, stage:Stage IIA, alive, 5 days
0.0
TCGA-A2-A0YK-01A
0 years, female, white, stage:Stage IIA, alive, 588 days
0.0
TCGA-BH-A0BC-01A
0 years, female, white, stage:Stage IIIC, alive, 974 days
0.0
TCGA-E2-A14V-01A
0 years, female, white, stage:Stage IIB, alive, 1042 days
0.0
TCGA-AR-A2LO-01A
0 years, female, white, stage:Stage IIB, alive, 1198 days
0.0
TCGA-EW-A1PA-01A
0 years, female, white, stage:Stage IIB, alive, 575 days
0.0
TCGA-A2-A0YC-01A
0 years, female, white, stage:Stage IIB, alive, 990 days
0.0
TCGA-PL-A8LY-01A
0 years, female, black or african american, stage:Stage IIB, alive, 8 days
0.0
TCGA-C8-A130-01A
0 years, female, asian, stage:Stage IIIA, alive, 370 days
0.0
TCGA-AN-A0FJ-01A
0 years, female, white, stage:Stage IV, alive, 242 days
0.0
TCGA-AR-A5QN-01A
0 years, female, white, stage:Stage IIIC, alive, 1013 days
0.0
TCGA-BH-A18R-01A
0 years, female, white, stage:Stage IIA, dead, 1142 days
0.0
TCGA-A2-A0T2-01A
0 years, female, white, stage:Stage IV, dead, 255 days
0.0
TCGA-A7-A0DA-01A
0 years, female, white, stage:Stage IIA, alive, 1085 days
0.0
TCGA-E2-A1LK-01A
0 years, female, black or african american, stage:Stage IIIC, dead, 266 days
0.0
TCGA-A8-A06P-01A
0 years, female, stage:Stage IIIA, alive, 396 days
0.0
TCGA-AO-A1KT-01A
0 years, female, white, stage:Stage IIA, alive, 541 days
0.0
TCGA-A8-A09T-01A
0 years, female, stage:'--, alive, 579 days
0.0
TCGA-AO-A03P-01A
0 years, female, black or african american, stage:Stage IIB, dead, 2911 days
0.0
TCGA-5L-AAT0-01A
0 years, female, white, stage:Stage IIA, alive, 1477 days
0.0
TCGA-BH-A0BF-01A
0 years, female, white, stage:Stage IIB, dead, 1324 days
0.0
TCGA-B6-A0I1-01A
0 years, female, black or african american, stage:Stage IIA, dead, 2361 days
0.0
TCGA-GM-A2DF-01A
0 years, female, black or african american, stage:Stage IIA, alive, 2155 days
0.0
TCGA-C8-A27A-01A
0 years, female, asian, stage:Stage IIB, alive, 747 days
0.0
TCGA-A2-A04W-01A
0 years, female, white, stage:Stage IIB, alive, 3102 days
0.0
TCGA-E2-A1LB-01A
0 years, female, black or african american, stage:Stage IIB, alive, 2306 days
0.0
TCGA-BH-A0BR-01A
0 years, female, white, stage:Stage I, alive, 2330 days
0.0
TCGA-A2-A4S3-01A
0 years, female, black or african american, stage:Stage IIB, alive, 666 days
0.0
TCGA-AR-A1AQ-01A
0 years, female, white, stage:Stage IIA, alive, 3021 days
0.0
TCGA-E2-A15H-01A
0 years, female, white, stage:Stage IIA, alive, 393 days
0.0
TCGA-B6-A0I8-01A
0 years, female, white, stage:Stage X, dead, 749 days
0.0
TCGA-A7-A4SC-01A
0 years, female, white, stage:Stage IIB, alive, 446 days
0.0
TCGA-BH-A204-01A
0 years, female, white, stage:Stage IIB, dead, 2534 days
0.0
TCGA-GM-A2DC-01A
0 years, female, white, stage:Stage IIA, alive, 2535 days
0.0
TCGA-AO-A12B-01A
0 years, female, white, stage:Stage IIA, alive, 2989 days
0.0
TCGA-E2-A153-01A
0 years, female, white, stage:Stage IIB, alive, 707 days
0.0
TCGA-BH-A0WA-01A
0 years, female, white, stage:Stage I, alive, 701 days
0.0
TCGA-AR-A1AU-01A
0 years, female, white, stage:Stage IIIA, alive, 2868 days
0.0
TCGA-BH-A1EN-01A
0 years, female, white, stage:Stage IIA, dead, 2127 days
0.0
TCGA-LL-A50Y-01A
0 years, female, white, stage:Stage IIA, alive, 762 days
0.0
TCGA-D8-A27E-01A
0 years, female, white, stage:Stage IA, alive, 530 days
0.0
TCGA-EW-A1PD-01A
0 years, male, white, stage:Stage IIA, alive, 424 days
0.0
TCGA-S3-AA14-01A
0 years, female, black or african american, stage:Stage I, alive, 529 days
0.0
TCGA-AO-A125-01A
0 years, female, black or african american, stage:Stage IIA, alive, 3456 days
0.0
TCGA-3C-AALK-01A
0 years, female, black or african american, stage:Stage IA, alive, 1448 days
0.0
TCGA-AR-A1AN-01A
0 years, female, white, stage:Stage IIA, alive, 2920 days
0.0
TCGA-AO-A0J7-01A
0 years, female, white, stage:Stage IIB, alive, 618 days
0.0
TCGA-UL-AAZ6-01A
0 years, female, black or african american, stage:Stage IIA, alive, 518 days
0.0
TCGA-E2-A1B0-01A
0 years, female, white, stage:Stage IIIA, alive, 1631 days
0.0
TCGA-BH-A0AY-01A
0 years, female, white, stage:Stage IIA, alive, 777 days
0.0
TCGA-BH-A0AV-01A
0 years, female, black or african american, stage:Stage I, alive, 1820 days
0.0
TCGA-C8-A274-01A
0 years, female, asian, stage:Stage IIA, alive, 508 days
0.0
TCGA-A2-A0CY-01A
0 years, female, white, stage:Stage IIB, alive, 1673 days
0.0
TCGA-C8-A132-01A
0 years, female, asian, stage:Stage IIB, alive, 383 days
0.0
TCGA-D8-A1XO-01A
0 years, female, white, stage:Stage IIB, alive, 1682 days
0.0
TCGA-D8-A1JA-01A
0 years, female, white, stage:'--, alive, 502 days
0.0
TCGA-E2-A1BC-01A
0 years, female, stage:Stage IA, alive, 501 days
0.0
TCGA-BH-A0HI-01A
0 years, female, white, stage:Stage IA, alive, 620 days
0.0
TCGA-E2-A1IL-01A
0 years, female, white, stage:Stage IIA, alive, 118 days
0.0
TCGA-AC-A7VC-01A
0 years, female, white, stage:Stage IIB, alive, 1 days
0.0
Show allShow less
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.
Survival analysis data not available.
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.