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  • XBP1
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
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.

XBP1 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.

: 477.22
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 1746.0
Number of samples 1022
Samples
Sample Description pTPM
TCGA-D8-A1XL-01A 34 years, female, white, stage:Stage IIB, alive, 606 days 8031.8
TCGA-A8-A07I-01A 69 years, female, stage:Stage IIIA, alive, 426 days 7824.1
TCGA-E2-A10E-01A 64 years, female, white, stage:Stage IIA, alive, 865 days 7722.3
TCGA-D8-A1JS-01A 77 years, female, white, stage:Stage IA, alive, 371 days 7069.2
TCGA-BH-A0HI-01A 78 years, female, white, stage:Stage IA, alive, 620 days 6072.3
TCGA-AQ-A1H2-01A 84 years, female, white, stage:Stage IIIA, alive, 475 days 6017.8
TCGA-A8-A099-01A 76 years, female, stage:Stage X, alive, 304 days 6013.7
TCGA-AN-A0XP-01A 69 years, female, white, stage:Stage IIIA, alive, 9 days 5960.5
TCGA-A2-A0ER-01A 63 years, female, white, stage:Stage IB, alive, 2263 days 5670.1
TCGA-AO-A0JI-01A 56 years, female, white, stage:Stage IIA, alive, 1528 days 5598.1
TCGA-E2-A156-01A 61 years, female, white, stage:Stage I, alive, 726 days 5577.3
TCGA-E2-A15L-01A 65 years, female, black or african american, stage:Stage IIA, alive, 626 days 5515.2
TCGA-AR-A0TV-01A 66 years, female, stage:Stage IIA, alive, 2288 days 5489.0
TCGA-A8-A07P-01A 68 years, female, stage:Stage IIB, alive, 334 days 5426.0
TCGA-LL-A50Y-01A 84 years, female, white, stage:Stage IIA, alive, 762 days 5358.5
TCGA-D8-A1X8-01A 62 years, female, white, stage:Stage IIIA, alive, 783 days 5181.3
TCGA-E2-A1IU-01A 60 years, female, white, stage:Stage IA, alive, 337 days 5137.1
TCGA-A8-A0A2-01A 66 years, female, stage:Stage IIA, alive, 579 days 5105.4
TCGA-A8-A07S-01A 73 years, female, stage:Stage IIA, alive, 243 days 5085.0
TCGA-A2-A4S0-01A 77 years, female, white, stage:Stage IIA, alive, 706 days 5084.2
TCGA-E9-A226-01A 45 years, female, white, stage:Stage IIIA, dead, 1048 days 5076.8
TCGA-A8-A09K-01A 68 years, female, stage:Stage IIA, alive, 912 days 5068.6
TCGA-A2-A0YC-01A 59 years, female, white, stage:Stage IIB, alive, 990 days 5030.3
TCGA-E9-A245-01A 47 years, female, white, stage:Stage IIB, dead, 26 days 4995.0
TCGA-D8-A1JP-01A 73 years, female, white, stage:Stage IA, alive, 639 days 4973.1
TCGA-D8-A27P-01A 64 years, female, white, stage:Stage IA, alive, 49 days 4943.9
TCGA-AO-A12B-01A 63 years, female, white, stage:Stage IIA, alive, 2989 days 4923.7
TCGA-EW-A2FW-01A 52 years, female, white, stage:Stage IIA, alive, 672 days 4915.7
TCGA-E2-A1L6-01A 44 years, female, white, stage:Stage IIA, alive, 1648 days 4882.7
TCGA-E2-A15T-01A 65 years, female, white, stage:Stage IIA, alive, 1563 days 4845.8
TCGA-A1-A0SQ-01A 45 years, female, white, stage:Stage IIB, alive, 554 days 4824.9
TCGA-B6-A0RV-01A 42 years, female, white, stage:Stage IIIA, alive, 5156 days 4815.8
TCGA-C8-A1HE-01A 59 years, female, asian, stage:Stage IIA, alive, 375 days 4792.2
TCGA-D8-A27E-01A 66 years, female, white, stage:Stage IA, alive, 530 days 4768.2
TCGA-B6-A0RM-01A 57 years, female, black or african american, stage:Stage X, dead, 2373 days 4759.2
TCGA-E2-A15R-01A 64 years, female, white, stage:Stage IIA, alive, 1732 days 4692.1
TCGA-A2-A0EU-01A 79 years, female, white, stage:Stage IA, alive, 1043 days 4617.6
TCGA-AC-A3TN-01A 75 years, female, white, stage:Stage IIB, alive, 456 days 4592.6
TCGA-S3-AA12-01A 82 years, female, black or african american, stage:Stage IIIA, alive, 574 days 4561.5
TCGA-BH-A0E7-01A 79 years, female, white, stage:Stage IIB, alive, 1363 days 4492.7
TCGA-BH-A18S-01A 79 years, female, white, stage:Stage I, dead, 2009 days 4394.1
TCGA-A7-A3J0-01A 62 years, female, white, stage:Stage IIA, alive, 313 days 4389.3
TCGA-A8-A091-01A 61 years, female, stage:Stage IIA, alive, 1004 days 4328.3
TCGA-B6-A0I9-01A 62 years, female, white, stage:Stage IV, dead, 362 days 4257.2
TCGA-D8-A1J9-01A 48 years, female, white, stage:Stage IA, alive, 532 days 4218.8
TCGA-A2-A1G4-01A 71 years, female, white, stage:Stage IIIA, alive, 595 days 4215.8
TCGA-A1-A0SM-01A 77 years, male, white, stage:Stage IIA, alive, 242 days 4175.9
TCGA-D8-A1XR-01A 56 years, female, white, stage:Stage IIB, alive, 482 days 4165.5
TCGA-C8-A12W-01A 49 years, female, asian, stage:Stage IIIB, alive, 385 days 4126.7
TCGA-BH-A0W4-01A 46 years, female, white, stage:Stage IIA, alive, 759 days 4117.8
TCGA-AO-A0JF-01A 68 years, female, white, stage:Stage IIA, alive, 1980 days 4087.3
TCGA-D8-A1JE-01A 62 years, female, white, stage:Stage IIA, alive, 575 days 4041.3
TCGA-AR-A24M-01A 38 years, female, white, stage:Stage IIIA, alive, 3660 days 4013.5
TCGA-BH-A204-01A 80 years, female, white, stage:Stage IIB, dead, 2534 days 3996.6
TCGA-BH-A1FR-01A 73 years, female, white, stage:Stage IIIB, dead, 1642 days 3994.5
TCGA-OL-A5DA-01A 61 years, female, white, stage:Stage IIA, alive, 1783 days 3987.9
TCGA-AC-A23C-01A 62 years, female, white, stage:Stage IIB, alive, 585 days 3973.7
TCGA-A2-A1FW-01A 62 years, female, white, stage:Stage IIIA, alive, 528 days 3967.2
TCGA-BH-A0HL-01A 56 years, female, white, stage:Stage IIB, alive, 72 days 3966.5
TCGA-A7-A0CD-01A 66 years, female, white, stage:Stage I, alive, 1165 days 3964.9
TCGA-A2-A1FV-01A 74 years, female, white, stage:Stage IIB, alive, 714 days 3963.8
TCGA-A7-A3IZ-01A 62 years, female, white, stage:Stage IIA, alive, 322 days 3948.6
TCGA-E2-A152-01A 56 years, female, white, stage:Stage I, alive, 2128 days 3945.8
TCGA-BH-A0C0-01A 62 years, female, white, stage:Stage IIA, alive, 1270 days 3925.8
TCGA-AR-A24K-01A 46 years, female, white, stage:Stage IIA, alive, 1548 days 3914.4
TCGA-AO-A12H-01A 69 years, female, black or african american, stage:Stage IIA, alive, 1234 days 3914.0
TCGA-E9-A1RD-01A 67 years, female, white, stage:Stage IIA, alive, 34 days 3901.8
TCGA-AO-A03O-01A 69 years, female, black or african american, stage:Stage IIA, dead, 2483 days 3889.1
TCGA-GM-A2DM-01A 57 years, female, white, stage:Stage IIA, alive, 3226 days 3886.6
TCGA-E2-A107-01A 54 years, female, white, stage:Stage IIIA, alive, 1047 days 3868.4
TCGA-B6-A0RO-01A 71 years, female, white, stage:Stage IIIB, alive, 4929 days 3865.8
TCGA-A2-A0T3-01A 37 years, female, white, stage:Stage IB, alive, 1516 days 3824.5
TCGA-E9-A22H-01A 42 years, female, white, stage:Stage IIB, alive, 1232 days 3772.4
TCGA-E9-A1R5-01A 63 years, female, white, stage:Stage IA, alive, 92 days 3768.2
TCGA-A8-A0A9-01A 80 years, female, stage:Stage IIA, alive, 822 days 3755.2
TCGA-D8-A1XC-01A 85 years, female, white, stage:Stage IIIB, dead, 377 days 3753.5
TCGA-B6-A0X4-01A 62 years, female, white, stage:Stage IIB, dead, 860 days 3732.7
TCGA-E9-A1R7-01A 64 years, female, white, stage:Stage IIA, alive, 1467 days 3705.3
TCGA-D8-A1JT-01A 70 years, female, white, stage:Stage IIA, alive, 405 days 3693.6
TCGA-A8-A09B-01A 58 years, female, stage:Stage IIIB, alive, 365 days 3688.2
TCGA-E2-A1B4-01A 74 years, female, white, stage:Stage IIIA, dead, 1004 days 3668.5
TCGA-S3-AA11-01A 67 years, female, black or african american, stage:Stage IIA, alive, 421 days 3644.3
TCGA-BH-A18P-01A 60 years, female, white, stage:Stage I, dead, 921 days 3643.5
TCGA-D8-A1X7-01A 40 years, female, white, stage:Stage IIA, alive, 509 days 3627.0
TCGA-GI-A2C8-01A 63 years, female, white, stage:Stage IIIB, alive, 225 days 3606.8
TCGA-EW-A1OX-01A 43 years, female, white, stage:Stage IIA, alive, 911 days 3596.7
TCGA-LL-A442-01A 56 years, female, black or african american, stage:Stage IIA, alive, 889 days 3573.0
TCGA-A2-A3KD-01A 47 years, female, white, stage:Stage IIIA, alive, 1206 days 3560.7
TCGA-A8-A07L-01A 58 years, female, stage:Stage IIIA, alive, 975 days 3551.8
TCGA-AR-A24Z-01A 57 years, female, white, stage:Stage IIA, alive, 3001 days 3542.5
TCGA-EW-A1PE-01A 56 years, female, white, stage:Stage IIA, alive, 320 days 3529.9
TCGA-D8-A27W-01A 55 years, female, white, stage:Stage IIIB, alive, 373 days 3519.3
TCGA-OL-A6VR-01A 48 years, female, black or african american, stage:Stage IA, alive, 1220 days 3518.9
TCGA-BH-A0H6-01A 82 years, female, white, stage:Stage I, alive, 747 days 3503.1
TCGA-A2-A0CT-01A 71 years, female, white, stage:Stage IIA, alive, 2289 days 3490.9
TCGA-A2-A259-01A 70 years, female, black or african american, stage:Stage I, alive, 1596 days 3490.5
TCGA-B6-A0WT-01A 61 years, female, white, stage:Stage IIB, alive, 5739 days 3486.4
TCGA-BH-A0E1-01A 52 years, female, white, stage:Stage IIB, alive, 477 days 3475.7
TCGA-A8-A092-01A 48 years, female, stage:Stage IIIA, alive, 942 days 3469.5
TCGA-B6-A0X5-01A 61 years, female, black or african american, stage:Stage IIB, dead, 2097 days 3456.3
TCGA-D8-A1X6-01A 80 years, female, white, stage:Stage IIIA, alive, 541 days 3447.4
TCGA-E2-A1IK-01A 71 years, female, white, stage:Stage IIA, alive, 1800 days 3447.2
TCGA-D8-A1XG-01A 86 years, female, white, stage:Stage IIIB, alive, 448 days 3439.8
TCGA-E9-A227-01A 42 years, female, white, stage:Stage IIB, alive, 975 days 3431.3
TCGA-A8-A093-01A 61 years, female, stage:Stage IIA, alive, 546 days 3408.6
TCGA-D8-A1XS-01A 48 years, male, white, stage:Stage IIIC, alive, 496 days 3406.1
TCGA-AN-A0FS-01A 55 years, female, white, stage:Stage IA, alive, 210 days 3392.7
TCGA-E9-A228-01A 58 years, female, white, stage:Stage IIB, alive, 1285 days 3391.6
TCGA-B6-A1KI-01A 63 years, female, white, stage:Stage I, alive, 2236 days 3388.0
TCGA-C8-A26Z-01A 59 years, female, asian, stage:Stage IIA, alive, 470 days 3360.9
TCGA-D8-A3Z6-01A 56 years, female, white, stage:Stage IIIC, alive, 563 days 3359.3
TCGA-E2-A15J-01A 51 years, female, white, stage:Stage I, alive, 1640 days 3347.7
TCGA-AR-A1AV-01A 68 years, male, white, stage:Stage IIB, alive, 1864 days 3335.2
TCGA-A8-A09V-01A 51 years, female, stage:Stage IIA, alive, 457 days 3328.5
TCGA-E2-A15G-01A 76 years, female, white, stage:Stage IIA, alive, 554 days 3321.0
TCGA-D8-A27R-01A 41 years, female, white, stage:Stage IIIC, alive, 307 days 3317.3
TCGA-A7-A26E-01A 71 years, female, white, stage:Stage IIIA, alive, 954 days 3316.5
TCGA-A2-A0YF-01A 67 years, female, black or african american, stage:Stage I, alive, 1535 days 3309.7
TCGA-A1-A0SG-01A 61 years, female, white, stage:Stage IIB, alive, 434 days 3299.8
TCGA-D8-A1XV-01A 84 years, female, white, stage:Stage IIA, alive, 461 days 3298.7
TCGA-GM-A5PV-01A 63 years, female, white, stage:Stage IIB, alive, 412 days 3282.5
TCGA-OL-A5RU-01A 63 years, female, black or african american, stage:Stage IIA, alive, 1219 days 3273.8
TCGA-AC-A3EH-01A 79 years, female, white, stage:Stage IIIC, dead, 197 days 3244.4
TCGA-AN-A041-01A 29 years, female, white, stage:Stage IIB, alive, 7 days 3243.9
TCGA-B6-A0RP-01A 73 years, female, white, stage:'--, dead, 3126 days 3236.1
TCGA-AQ-A0Y5-01A 70 years, female, white, stage:Stage IIIA, dead, 172 days 3234.5
TCGA-E2-A155-01A 58 years, female, white, stage:Stage IIB, alive, 640 days 3228.6
TCGA-AC-A2FE-01A 62 years, female, white, stage:Stage IIIC, dead, 2636 days 3227.3
TCGA-D8-A1JI-01A 54 years, female, white, stage:Stage IIA, alive, 577 days 3220.5
TCGA-A8-A06O-01A 60 years, female, stage:Stage I, alive, 396 days 3216.1
TCGA-A2-A0SY-01A 62 years, female, white, stage:Stage IIIA, alive, 1347 days 3207.3
TCGA-AN-A0FK-01A 88 years, female, white, stage:Stage IIIB, alive, 213 days 3199.8
TCGA-GM-A3NW-01A 63 years, female, white, stage:Stage IIA, alive, 3361 days 3191.1
TCGA-BH-AB28-01A 53 years, female, white, stage:Stage IIIA, alive, 287 days 3180.2
TCGA-B6-A2IU-01A 62 years, female, white, stage:Stage IIA, alive, 5176 days 3177.5
TCGA-BH-A8FY-01A 87 years, female, white, stage:Stage IA, dead, 295 days 3170.6
TCGA-A8-A09E-01A 73 years, female, stage:Stage IIIB, alive, 1492 days 3167.3
TCGA-AC-A23E-01A 50 years, female, white, stage:Stage IIB, alive, 698 days 3157.0
TCGA-A8-A09M-01A 75 years, female, stage:Stage IIIC, alive, 1006 days 3147.1
TCGA-AO-A12G-01A 75 years, female, white, stage:Stage IIA, alive, 1639 days 3143.5
TCGA-D8-A27V-01A 62 years, female, white, stage:Stage IIA, alive, 381 days 3143.4
TCGA-BH-A18N-01A 88 years, female, white, stage:Stage IIA, dead, 468 days 3141.4
TCGA-A7-A0D9-01A 37 years, female, white, stage:Stage IIA, alive, 1139 days 3116.5
TCGA-A7-A0DC-01A 63 years, female, white, stage:Stage IA, alive, 906 days 3109.6
TCGA-AR-A24N-01A 54 years, female, white, stage:Stage I, alive, 3035 days 3109.1
TCGA-B6-A0RG-01A 26 years, female, white, stage:Stage IIB, alive, 2082 days 3101.7
TCGA-A2-A0YI-01A 62 years, female, white, stage:Stage I, alive, 1505 days 3096.6
TCGA-BH-A1FG-01A 88 years, female, white, stage:Stage I, dead, 577 days 3095.0
TCGA-D8-A1JA-01A 60 years, female, white, stage:'--, alive, 502 days 3082.7
TCGA-A7-A3IY-01A 71 years, female, white, stage:Stage I, alive, 345 days 3079.5
TCGA-BH-A28Q-01A 46 years, female, white, stage:Stage IIB, alive, 1119 days 3067.7
TCGA-B6-A0WV-01A 67 years, female, white, stage:Stage IIB, dead, 2417 days 3061.5
TCGA-BH-A0EI-01A 51 years, female, white, stage:Stage IIA, alive, 1926 days 3060.0
TCGA-B6-A0IB-01A 64 years, female, white, stage:Stage IV, dead, 3941 days 3049.5
TCGA-AN-A0XL-01A 61 years, female, white, stage:Stage IIA, alive, 163 days 3033.4
TCGA-A2-A1FZ-01A 63 years, female, white, stage:Stage IIA, alive, 683 days 3030.9
TCGA-C8-A12Z-01A 45 years, female, asian, stage:Stage IIB, alive, 382 days 3023.9
TCGA-BH-A0BO-01A 54 years, female, white, stage:Stage I, alive, 2197 days 3021.7
TCGA-A2-A04R-01A 36 years, female, black or african american, stage:Stage IA, alive, 3709 days 3012.3
TCGA-E9-A1NH-01A 71 years, female, white, stage:Stage IIB, alive, 576 days 3007.8
TCGA-E2-A14U-01A 74 years, female, white, stage:Stage I, alive, 1318 days 2996.5
TCGA-A8-A06Z-01A 84 years, female, stage:Stage IIB, alive, 31 days 2990.8
TCGA-AC-A3YI-01A 74 years, female, white, stage:Stage IIIC, alive, 707 days 2990.7
TCGA-AR-A0TX-01A 64 years, female, stage:Stage IIA, alive, 1972 days 2988.2
TCGA-AC-A2FO-01A 65 years, female, white, stage:Stage IIB, alive, 2255 days 2986.6
TCGA-B6-A0X0-01A 54 years, female, white, stage:Stage I, dead, 3945 days 2985.8
TCGA-A7-A13F-01A 44 years, female, white, stage:Stage IIIA, alive, 765 days 2964.0
TCGA-BH-A1EN-01A 78 years, female, white, stage:Stage IIA, dead, 2127 days 2960.3
TCGA-A2-A0ES-01A 52 years, female, white, stage:Stage IIA, alive, 2190 days 2954.9
TCGA-A8-A09N-01A 57 years, female, stage:Stage IIIC, alive, 31 days 2941.3
TCGA-E9-A1N3-01A 70 years, female, white, stage:Stage IIIA, alive, 1059 days 2933.9
TCGA-A8-A0A1-01A 84 years, female, stage:Stage IIA, alive, 365 days 2931.6
TCGA-AR-A2LK-01A 62 years, female, white, stage:Stage III, dead, 1649 days 2928.4
TCGA-A8-A095-01A 45 years, female, stage:Stage I, alive, 1277 days 2920.9
TCGA-A8-A06Q-01A 63 years, female, stage:Stage IIIA, alive, 31 days 2913.1
TCGA-BH-A0HO-01A 48 years, female, white, stage:Stage IIA, alive, 76 days 2912.4
TCGA-A2-A0EV-01A 80 years, female, white, stage:Stage IA, alive, 968 days 2897.6
TCGA-C8-A12X-01A 62 years, female, asian, stage:Stage IIB, alive, 385 days 2889.9
TCGA-C8-A1HO-01A 34 years, female, asian, stage:Stage IIIC, alive, 375 days 2888.2
TCGA-A8-A0AB-01A 54 years, female, stage:Stage IIA, alive, 518 days 2888.1
TCGA-E9-A24A-01A 69 years, female, white, stage:Stage IIA, alive, 747 days 2882.6
TCGA-A7-A0CH-01A 79 years, female, white, stage:Stage IIA, alive, 1079 days 2869.3
TCGA-AN-A04A-01A 36 years, female, white, stage:Stage IIIA, alive, 90 days 2864.4
TCGA-A2-A0D3-01A 42 years, female, white, stage:Stage IA, alive, 1873 days 2854.0
TCGA-AO-A1KS-01A 69 years, female, white, stage:Stage IIA, alive, 350 days 2844.4
TCGA-B6-A0IM-01A 75 years, female, black or african american, stage:Stage IIB, dead, 3873 days 2841.3
TCGA-AR-A2LL-01A 70 years, female, white, stage:Stage IIB, alive, 2012 days 2841.2
TCGA-A1-A0SF-01A 54 years, female, white, stage:Stage IIA, alive, 1463 days 2830.5
TCGA-OL-A5RV-01A 43 years, female, black or african american, stage:Stage IIIC, alive, 1062 days 2828.7
TCGA-D8-A1XF-01A 45 years, female, white, stage:Stage IIA, alive, 463 days 2819.9
TCGA-BH-A0EB-01A 69 years, female, white, stage:Stage IA, alive, 745 days 2816.4
TCGA-AC-A2FG-01A 79 years, female, white, stage:Stage IIB, alive, 1853 days 2813.2
TCGA-BH-A1F5-01A 62 years, female, white, stage:Stage IIA, dead, 2712 days 2806.0
TCGA-C8-A3M8-01A 68 years, female, asian, stage:Stage IA, alive, 394 days 2782.2
TCGA-B6-A0I8-01A 46 years, female, white, stage:Stage X, dead, 749 days 2773.5
TCGA-B6-A1KN-01A 57 years, female, white, stage:Stage IIIB, alive, 4233 days 2768.8
TCGA-EW-A1IW-01A 80 years, female, white, stage:Stage IIB, alive, 371 days 2766.6
TCGA-C8-A12O-01A 50 years, female, asian, stage:Stage IIA, alive, 385 days 2756.2
TCGA-BH-A0E2-01A 49 years, female, black or african american, stage:Stage IIIA, alive, 435 days 2755.0
TCGA-E2-A1BC-01A 63 years, female, stage:Stage IA, alive, 501 days 2754.5
TCGA-A8-A08G-01A 41 years, female, stage:Stage IIA, alive, 607 days 2754.3
TCGA-D8-A27K-01A 47 years, female, white, stage:Stage IIB, alive, 1461 days 2754.2
TCGA-E2-A15F-01A 64 years, female, white, stage:Stage I, alive, 658 days 2751.2
TCGA-BH-A0H9-01A 69 years, female, white, stage:Stage IIA, alive, 1247 days 2746.3
TCGA-A2-A0EY-01A 62 years, female, white, stage:Stage IIB, alive, 1925 days 2743.3
TCGA-BH-A0HX-01A 54 years, female, white, stage:Stage IIB, alive, 829 days 2740.7
TCGA-BH-A1EW-01A 38 years, female, white, stage:Stage IIA, dead, 1694 days 2740.3
TCGA-EW-A1IY-01A 38 years, female, asian, stage:Stage I, alive, 258 days 2739.2
TCGA-BH-A0H7-01A 65 years, female, white, stage:Stage IIIA, alive, 702 days 2734.1
TCGA-A2-A25E-01A 34 years, female, black or african american, stage:Stage IIIA, alive, 3204 days 2728.4
TCGA-E9-A54X-01A 85 years, female, white, stage:Stage IA, alive, 727 days 2723.6
TCGA-5L-AAT0-01A 42 years, female, white, stage:Stage IIA, alive, 1477 days 2711.4
TCGA-BH-A0BD-01A 47 years, female, white, stage:Stage IIA, alive, 554 days 2706.0
TCGA-E2-A109-01A 64 years, female, white, stage:Stage IIA, alive, 1417 days 2686.5
TCGA-B6-A0IP-01A 74 years, female, white, stage:Stage IA, dead, 3926 days 2682.7
TCGA-EW-A1P5-01A 77 years, female, white, stage:Stage IIB, alive, 703 days 2669.3
TCGA-BH-A0HF-01A 77 years, female, white, stage:Stage IA, alive, 727 days 2662.7
TCGA-E2-A1IG-01A 45 years, female, white, stage:Stage IIB, alive, 2140 days 2659.5
TCGA-D8-A1X5-01A 81 years, female, white, stage:Stage IIIC, alive, 565 days 2653.6
TCGA-OL-A66J-01A 80 years, female, white, stage:Stage I, alive, 1996 days 2634.4
TCGA-C8-A274-01A 63 years, female, asian, stage:Stage IIA, alive, 508 days 2628.7
TCGA-AR-A254-01A 50 years, female, white, stage:Stage IIIA, alive, 2605 days 2626.2
TCGA-D8-A1JH-01A 56 years, female, white, stage:Stage IA, alive, 426 days 2624.7
TCGA-EW-A1OY-01A 63 years, female, white, stage:Stage IIA, alive, 908 days 2623.1
TCGA-BH-A0B1-01A 66 years, female, white, stage:Stage IIB, alive, 1148 days 2623.0
TCGA-C8-A1HN-01A 56 years, female, asian, stage:Stage IIA, alive, 394 days 2607.3
TCGA-BH-A203-01A 78 years, female, white, stage:Stage IIB, dead, 1174 days 2603.1
TCGA-D8-A1JD-01A 41 years, female, white, stage:Stage IIB, alive, 552 days 2601.7
TCGA-S3-AA14-01A 47 years, female, black or african american, stage:Stage I, alive, 529 days 2599.3
TCGA-3C-AALK-01A 52 years, female, black or african american, stage:Stage IA, alive, 1448 days 2591.1
TCGA-AC-A8OR-01A 75 years, female, white, stage:Stage IA, alive, 40 days 2589.5
TCGA-BH-A201-01A 64 years, female, white, stage:Stage IA, alive, 856 days 2577.0
TCGA-BH-A1ET-01A 55 years, female, white, stage:Stage I, dead, 2520 days 2575.6
TCGA-A7-A3J1-01A 63 years, female, white, stage:Stage IA, alive, 343 days 2572.6
TCGA-OL-A66H-01A 74 years, female, black or african american, stage:Stage IB, alive, 812 days 2567.3
TCGA-D8-A27G-01A 75 years, female, white, stage:Stage IIA, alive, 409 days 2567.0
TCGA-AR-A2LM-01A 49 years, female, white, stage:Stage II, alive, 1935 days 2563.4
TCGA-AR-A1AL-01A 60 years, female, white, stage:Stage IIIA, alive, 2971 days 2558.0
TCGA-A8-A09D-01A 47 years, female, stage:Stage IIB, alive, 1522 days 2553.4
TCGA-EW-A423-01A 75 years, female, white, stage:Stage IIA, alive, 533 days 2544.9
TCGA-A7-A425-01A 70 years, female, white, stage:Stage IIIC, alive, 447 days 2539.3
TCGA-LD-A7W6-01A 54 years, female, white, stage:Stage IIB, alive, 404 days 2538.4
TCGA-EW-A1J3-01A 61 years, female, white, stage:Stage IA, alive, 504 days 2538.0
TCGA-BH-A0B8-01A 64 years, female, white, stage:Stage I, alive, 1569 days 2530.2
TCGA-Z7-A8R6-01A 46 years, female, white, stage:Stage I, alive, 3256 days 2528.7
TCGA-D8-A27T-01A 53 years, female, white, stage:Stage IIIC, alive, 398 days 2520.4
TCGA-A1-A0SJ-01A 39 years, female, black or african american, stage:Stage IIIA, alive, 416 days 2520.4
TCGA-4H-AAAK-01A 50 years, female, white, stage:Stage IIIA, alive, 348 days 2518.5
TCGA-D8-A1XY-01A 74 years, female, white, stage:Stage IIA, alive, 503 days 2517.7
TCGA-A7-A2KD-01A 53 years, female, black or african american, stage:Stage IIIA, alive, 679 days 2511.4
TCGA-E9-A1N4-01A 41 years, female, white, stage:Stage IIIA, alive, 1000 days 2508.6
TCGA-B6-A0IA-01A 51 years, female, white, stage:Stage IIA, alive, 8391 days 2504.5
TCGA-EW-A6SA-01A 59 years, male, black or african american, stage:Stage II, alive, 510 days 2503.6
TCGA-EW-A1OZ-01A 56 years, female, black or african american, stage:Stage IIA, alive, 1229 days 2501.4
TCGA-EW-A1J1-01A 38 years, female, white, stage:Stage IIB, alive, 575 days 2490.7
TCGA-AR-A24O-01A 43 years, female, white, stage:Stage IIIA, alive, 3607 days 2477.8
TCGA-E2-A154-01A 68 years, female, white, stage:Stage I, alive, 591 days 2476.7
TCGA-OL-A5D8-01A 40 years, female, black or african american, stage:Stage IIB, alive, 973 days 2472.0
TCGA-C8-A26V-01A 47 years, female, asian, stage:Stage IIIA, alive, 616 days 2468.3
TCGA-A2-A04N-01A 66 years, female, white, stage:Stage IA, alive, 4354 days 2464.8
TCGA-D8-A1XJ-01A 76 years, female, white, stage:Stage IIIA, alive, 664 days 2461.1
TCGA-GM-A2DN-01A 58 years, female, white, stage:Stage IIA, alive, 3091 days 2460.4
TCGA-AR-A0TQ-01A 27 years, female, white, stage:Stage IIIA, alive, 2991 days 2458.3
TCGA-A8-A0AD-01A 83 years, female, stage:Stage I, alive, 1157 days 2455.8
TCGA-BH-A18U-01A 72 years, female, white, stage:Stage IIIA, dead, 1563 days 2449.6
TCGA-D8-A140-01A 62 years, female, white, stage:Stage IIB, alive, 403 days 2449.1
TCGA-EW-A1PD-01A 61 years, male, white, stage:Stage IIA, alive, 424 days 2430.0
TCGA-BH-A0AU-01A 45 years, female, white, stage:Stage IIA, alive, 1914 days 2428.5
TCGA-A2-A0EO-01A 54 years, female, white, stage:Stage IA, alive, 2442 days 2427.4
TCGA-A8-A079-01A 69 years, female, stage:Stage IIIB, alive, 274 days 2422.2
TCGA-AN-A03X-01A 74 years, female, white, stage:Stage IIA, alive, 10 days 2417.6
TCGA-A2-A3KC-01A 55 years, female, black or african american, stage:Stage IIB, alive, 1102 days 2413.9
TCGA-BH-A0HQ-01A 56 years, female, white, stage:Stage IIA, alive, 1121 days 2409.6
TCGA-D8-A1J8-01A 77 years, female, white, stage:Stage IIB, alive, 431 days 2408.2
TCGA-B6-A0WW-01A 58 years, female, black or african american, stage:Stage X, dead, 558 days 2402.8
TCGA-AC-A2B8-01A 84 years, female, white, stage:Stage IIB, alive, 677 days 2399.0
TCGA-E2-A3DX-01A 43 years, female, white, stage:Stage IIIC, alive, 1325 days 2391.5
TCGA-E9-A1R3-01A 70 years, female, white, stage:Stage IIIC, alive, 78 days 2389.5
TCGA-E2-A14W-01A 78 years, male, white, stage:Stage IIA, alive, 974 days 2388.2
TCGA-A7-A5ZW-01A 47 years, female, black or african american, stage:Stage IIA, alive, 326 days 2384.6
TCGA-AO-A125-01A 72 years, female, black or african american, stage:Stage IIA, alive, 3456 days 2372.0
TCGA-D8-A1JU-01A 51 years, female, white, stage:Stage IA, alive, 447 days 2372.0
TCGA-A2-A1G0-01A 49 years, female, white, stage:Stage IIB, alive, 616 days 2348.1
TCGA-A2-A0D4-01A 37 years, female, black or african american, stage:Stage IIB, alive, 767 days 2342.9
TCGA-AR-A24V-01A 52 years, female, white, stage:Stage IIB, alive, 3203 days 2342.8
TCGA-C8-A12N-01A 58 years, female, asian, stage:Stage IIA, alive, 358 days 2339.8
TCGA-A2-A1G6-01A 50 years, female, white, stage:Stage IIIA, alive, 501 days 2338.7
TCGA-A2-A25C-01A 50 years, female, white, stage:Stage IIB, alive, 523 days 2337.0
TCGA-A8-A09A-01A 40 years, female, stage:Stage X, alive, 304 days 2329.5
TCGA-A2-A0T5-01A 39 years, female, white, stage:Stage IIA, alive, 531 days 2327.9
TCGA-AC-A62V-01A 58 years, male, black or african american, stage:Stage IV, dead, 348 days 2327.3
TCGA-A8-A08O-01A 45 years, female, stage:Stage IV, alive, 943 days 2326.9
TCGA-AC-A4ZE-01A 63 years, female, white, stage:Stage IIB, alive, 890 days 2320.9
TCGA-AR-A1AU-01A 39 years, female, white, stage:Stage IIIA, alive, 2868 days 2319.1
TCGA-W8-A86G-01A 66 years, female, white, stage:Stage IIA, alive, 347 days 2316.1
TCGA-A7-A5ZX-01A 48 years, female, white, stage:Stage IIIC, alive, 336 days 2310.9
TCGA-E2-A15S-01A 34 years, female, white, stage:Stage IIB, alive, 428 days 2309.7
TCGA-AR-A1AS-01A 54 years, female, asian, stage:Stage IIB, alive, 1150 days 2294.4
TCGA-BH-A0HP-01A 65 years, female, white, stage:Stage IIIA, alive, 414 days 2294.1
TCGA-D8-A145-01A 80 years, female, white, stage:Stage IIA, alive, 410 days 2292.1
TCGA-E9-A1NE-01A 28 years, female, white, stage:Stage IIB, alive, 1088 days 2288.2
TCGA-AN-A0AS-01A 70 years, female, white, stage:Stage IIIA, alive, 10 days 2283.4
TCGA-E9-A1RE-01A 74 years, female, white, stage:Stage IIIA, alive, 1419 days 2280.5
TCGA-BH-A1FE-01A 31 years, female, white, stage:Stage IIB, dead, 2273 days 2279.6
TCGA-AR-A24T-01A 46 years, female, white, stage:Stage IIIC, alive, 3202 days 2275.5
TCGA-A8-A082-01A 58 years, female, stage:Stage IIB, alive, 549 days 2271.8
TCGA-B6-A0WS-01A 58 years, female, black or african american, stage:Stage X, dead, 2965 days 2271.6
TCGA-A7-A26H-01A 72 years, female, white, stage:Stage IIA, alive, 724 days 2271.2
TCGA-AN-A03Y-01A 66 years, female, white, stage:Stage IIA, alive, 10 days 2270.3
TCGA-A8-A06T-01A 75 years, female, stage:Stage IIIA, alive, 1614 days 2268.4
TCGA-C8-A1HI-01A 40 years, female, asian, stage:Stage IIIA, alive, 343 days 2237.2
TCGA-E2-A15P-01A 61 years, female, white, stage:Stage IA, alive, 595 days 2233.4
TCGA-AO-A0JJ-01A 54 years, female, white, stage:Stage IIB, alive, 1887 days 2232.2
TCGA-AR-A252-01A 50 years, female, white, stage:Stage I, alive, 2838 days 2231.6
TCGA-BH-A1FJ-01A 66 years, female, white, stage:Stage IIIA, dead, 1927 days 2228.4
TCGA-BH-A1FL-01A 69 years, female, white, stage:Stage IIB, dead, 1673 days 2228.2
TCGA-E9-A1R6-01A 63 years, female, white, stage:Stage IIA, alive, 339 days 2226.5
TCGA-BH-A0HW-01A 62 years, female, asian, stage:Stage IA, alive, 1561 days 2225.7
TCGA-OL-A6VQ-01A 49 years, female, white, stage:Stage IIA, alive, 600 days 2215.4
TCGA-A1-A0SH-01A 39 years, female, white, stage:Stage IIA, alive, 1437 days 2210.1
TCGA-BH-A0H3-01A 46 years, female, white, stage:Stage I, alive, 1928 days 2209.0
TCGA-E2-A1L9-01A 40 years, female, white, stage:Stage IIA, alive, 598 days 2207.7
TCGA-HN-A2OB-01A 45 years, female, stage:Stage IIB, dead, 1900 days 2203.4
TCGA-AN-A0XV-01A 67 years, female, white, stage:Stage IIIA, alive, 162 days 2201.9
TCGA-EW-A1P0-01A 55 years, female, white, stage:Stage IIB, alive, 1251 days 2196.0
TCGA-AC-A62Y-01A 79 years, female, white, stage:Stage IIB, alive, 530 days 2195.8
TCGA-A7-A0CJ-01A 57 years, female, white, stage:Stage IIA, alive, 931 days 2194.0
TCGA-E2-A14V-01A 53 years, female, white, stage:Stage IIB, alive, 1042 days 2190.1
TCGA-A8-A086-01A 59 years, female, stage:Stage IIA, alive, 396 days 2183.4
TCGA-EW-A1J2-01A 50 years, female, black or african american, stage:'--, alive, 403 days 2183.4
TCGA-A2-A0CU-01A 73 years, female, white, stage:Stage IIA, dead, 158 days 2182.8
TCGA-AR-A24W-01A 55 years, female, white, stage:Stage IIB, alive, 1550 days 2180.8
TCGA-E2-A1IE-01A 61 years, female, white, stage:Stage IIB, alive, 2362 days 2176.5
TCGA-A8-A06U-01A 80 years, female, stage:Stage IIB, dead, 883 days 2174.6
TCGA-A2-A0EM-01A 73 years, female, white, stage:Stage IA, alive, 3094 days 2174.0
TCGA-AO-A1KT-01A 78 years, female, white, stage:Stage IIA, alive, 541 days 2169.6
TCGA-5T-A9QA-01A 52 years, female, black or african american, stage:Stage IIA, alive, 303 days 2165.9
TCGA-AN-A0FW-01A 67 years, female, white, stage:Stage IIIA, alive, 11 days 2157.7
TCGA-E9-A1R0-01A 58 years, female, white, stage:Stage IIA, alive, 860 days 2155.3
TCGA-D8-A1XA-01A 64 years, female, white, stage:Stage IA, alive, 839 days 2151.7
TCGA-A1-A0SD-01A 59 years, female, white, stage:Stage IIA, alive, 437 days 2147.6
TCGA-A8-A08A-01A 89 years, female, stage:Stage I, alive, 30 days 2145.0
TCGA-A8-A084-01A 81 years, female, stage:Stage IIB, alive, 458 days 2139.2
TCGA-D8-A141-01A 40 years, female, white, stage:'--, alive, 626 days 2121.8
TCGA-E2-A1IN-01A 60 years, female, white, stage:Stage I, alive, 675 days 2120.1
TCGA-E2-A10A-01A 41 years, female, white, stage:Stage IIB, alive, 1229 days 2117.2
TCGA-BH-A0BP-01A 76 years, female, white, stage:Stage I, dead, 2296 days 2114.3
TCGA-AO-A0JM-01A 40 years, female, stage:Stage IIB, alive, 2184 days 2112.1
TCGA-B6-A0WZ-01A 50 years, female, black or african american, stage:Stage II, alive, 6292 days 2108.6
TCGA-A8-A08B-01A 52 years, female, stage:Stage IIA, alive, 1156 days 2102.3
TCGA-AR-A2LN-01A 65 years, female, white, stage:Stage IIA, alive, 1161 days 2101.4
TCGA-D8-A73W-01A 79 years, female, white, stage:Stage IIIA, dead, 385 days 2099.7
TCGA-E2-A15I-01A 44 years, female, white, stage:Stage IIA, alive, 1692 days 2089.2
TCGA-A2-A0EW-01A 53 years, female, white, stage:Stage IIIC, dead, 1884 days 2081.3
TCGA-A1-A0SE-01A 56 years, female, white, stage:Stage I, alive, 1321 days 2080.0
TCGA-BH-A202-01A 60 years, female, white, stage:Stage II, alive, 795 days 2064.3
TCGA-A2-A0CQ-01A 62 years, female, black or african american, stage:Stage IA, alive, 2695 days 2063.0
TCGA-BH-A0DT-01A 41 years, female, white, stage:Stage IIA, alive, 2403 days 2053.8
TCGA-A8-A0A6-01A 64 years, female, stage:Stage IIIC, alive, 640 days 2053.1
TCGA-A8-A07Z-01A 85 years, female, stage:Stage IIA, alive, 1371 days 2053.0
TCGA-B6-A0RQ-01A 68 years, female, white, stage:Stage IIB, dead, 4267 days 2052.7
TCGA-AC-A3YJ-01A 66 years, female, white, stage:Stage IIA, alive, 754 days 2052.3
TCGA-BH-A0BC-01A 60 years, female, white, stage:Stage IIIC, alive, 974 days 2048.3
TCGA-E9-A1N9-01A 58 years, female, white, stage:Stage IIA, alive, 1101 days 2048.3
TCGA-E9-A5UP-01A 63 years, female, white, stage:Stage IIA, alive, 803 days 2047.0
TCGA-BH-A1EU-01A 83 years, female, white, stage:Stage I, dead, 1286 days 2046.2
TCGA-E2-A10B-01A 67 years, female, white, stage:Stage IIB, alive, 1141 days 2045.5
TCGA-AN-A049-01A 62 years, female, white, stage:Stage IIA, alive, 19 days 2042.7
TCGA-D8-A1XB-01A 62 years, female, white, stage:Stage IIB, alive, 552 days 2040.9
TCGA-3C-AAAU-01A 55 years, female, white, stage:Stage X, alive, 4047 days 2038.1
TCGA-LL-A6FQ-01A 77 years, female, black or african american, stage:Stage IIIA, alive, 80 days 2037.9
TCGA-E2-A1IH-01A 80 years, female, white, stage:Stage I, alive, 1026 days 2035.7
TCGA-B6-A0RH-01A 51 years, female, black or african american, stage:Stage IIA, dead, 6456 days 2035.4
TCGA-A8-A08C-01A 65 years, female, stage:Stage IIA, alive, 881 days 2032.3
TCGA-AR-A1AX-01A 64 years, female, white, stage:Stage I, alive, 2629 days 2029.0
TCGA-A7-A4SC-01A 62 years, female, white, stage:Stage IIB, alive, 446 days 2026.5
TCGA-AO-A0JD-01A 59 years, female, white, stage:Stage IIIA, alive, 2190 days 2022.4
TCGA-BH-A0DV-01A 54 years, female, white, stage:Stage IIIA, alive, 2064 days 2017.4
TCGA-BH-A1FB-01A 60 years, female, white, stage:Stage IIB, dead, 3669 days 2016.7
TCGA-A8-A09I-01A 84 years, female, stage:Stage IIA, alive, 1371 days 2009.8
TCGA-E2-A105-01A 79 years, female, white, stage:Stage IIA, alive, 1308 days 2005.6
TCGA-AN-A0XR-01A 55 years, female, white, stage:Stage IIIA, alive, 10 days 2002.9
TCGA-A2-A4S2-01A 62 years, female, white, stage:Stage IIIA, alive, 643 days 2000.9
TCGA-E2-A15C-01A 61 years, female, white, stage:Stage I, alive, 694 days 1998.0
TCGA-A2-A0SU-01A 66 years, female, white, stage:Stage IIA, alive, 1662 days 1996.0
TCGA-B6-A0IE-01A 38 years, female, black or african american, stage:Stage IIIA, dead, 1993 days 1992.6
TCGA-BH-A1F2-01A 53 years, female, white, stage:Stage IIIB, dead, 959 days 1989.7
TCGA-D8-A1XZ-01A 81 years, female, white, stage:Stage IIIA, alive, 466 days 1984.3
TCGA-AR-A0U3-01A 59 years, female, white, stage:Stage IIB, alive, 4080 days 1977.4
TCGA-C8-A273-01A 29 years, female, asian, stage:Stage IIB, alive, 513 days 1977.0
TCGA-AO-A0J3-01A 67 years, female, white, stage:Stage IIB, alive, 651 days 1973.6
TCGA-AO-A0JG-01A 49 years, female, white, stage:Stage IIIA, alive, 798 days 1969.5
TCGA-AR-A24X-01A 52 years, female, white, stage:Stage IIA, alive, 3004 days 1959.8
TCGA-A2-A0T4-01A 62 years, female, white, stage:Stage IIA, alive, 624 days 1957.5
TCGA-AR-A24R-01A 45 years, female, white, stage:Stage IIIA, alive, 3430 days 1954.7
TCGA-A2-A0YH-01A 53 years, female, white, stage:Stage IIIA, alive, 659 days 1953.9
TCGA-EW-A1PG-01A 53 years, female, white, stage:Stage IIB, alive, 1051 days 1952.0
TCGA-EW-A1J5-01A 59 years, female, white, stage:Stage IIB, alive, 477 days 1951.5
TCGA-BH-A0DG-01A 30 years, female, black or african american, stage:Stage IIA, alive, 2041 days 1949.8
TCGA-5L-AAT1-01A 63 years, female, white, stage:Stage IV, alive, 1471 days 1940.7
TCGA-E2-A1L7-01A 40 years, female, white, stage:Stage IIIA, alive, 1836 days 1940.3
TCGA-AQ-A1H3-01A 49 years, female, white, stage:Stage IIIC, alive, 989 days 1937.9
TCGA-AN-A0AK-01A 76 years, female, white, stage:Stage IIA, alive, 224 days 1937.4
TCGA-B6-A0RL-01A 60 years, female, black or african american, stage:Stage IIA, dead, 2469 days 1936.5
TCGA-D8-A4Z1-01A 68 years, female, white, stage:Stage IA, alive, 659 days 1932.2
TCGA-A8-A08T-01A 64 years, female, stage:Stage IV, dead, 3409 days 1929.9
TCGA-AN-A0XT-01A 54 years, female, white, stage:Stage IIIA, alive, 10 days 1928.8
TCGA-BH-A0GZ-01A 62 years, female, white, stage:Stage IIA, alive, 328 days 1923.7
TCGA-AN-A0XO-01A 59 years, female, white, stage:Stage IIIA, alive, 375 days 1923.6
TCGA-AC-A2FF-01A 40 years, female, asian, stage:Stage IIB, alive, 2759 days 1919.7
TCGA-BH-A0AZ-01A 47 years, female, white, stage:Stage IIIA, alive, 1919 days 1917.9
TCGA-BH-A0DS-01A 71 years, female, white, stage:Stage IIIA, alive, 78 days 1916.0
TCGA-AR-A0U2-01A 47 years, female, white, stage:Stage IIIA, dead, 2551 days 1915.8
TCGA-BH-A18H-01A 63 years, female, white, stage:Stage IA, alive, 652 days 1913.7
TCGA-AN-A0XS-01A 63 years, female, white, stage:Stage IIIA, alive, 10 days 1909.3
TCGA-AC-A2FB-01A 65 years, female, white, stage:Stage IIA, alive, 1234 days 1900.9
TCGA-AR-A2LE-01A 69 years, female, white, stage:Stage I, alive, 5062 days 1894.9
TCGA-AR-A1AM-01A 52 years, female, white, stage:Stage IIIA, alive, 2991 days 1893.6
TCGA-AC-A2BM-01A 41 years, female, black or african american, stage:Stage IIB, alive, 3022 days 1889.9
TCGA-BH-A0H0-01A 69 years, female, white, stage:Stage IA, alive, 461 days 1886.4
TCGA-BH-A1EY-01A 79 years, female, white, stage:Stage IIA, dead, 538 days 1886.1
TCGA-A8-A09Q-01A 83 years, female, stage:Stage IIIB, alive, 761 days 1882.9
TCGA-E2-A15E-01A 40 years, female, white, stage:Stage IIA, alive, 630 days 1881.4
TCGA-BH-A42V-01A 41 years, female, black or african american, stage:Stage IB, alive, 635 days 1881.1
TCGA-B6-A0RI-01A 44 years, female, white, stage:Stage IIIB, alive, 7126 days 1880.4
TCGA-BH-A1F8-01A 90 years, female, white, stage:Stage IIIB, dead, 1 days 1879.5
TCGA-AO-A03V-01A 41 years, female, white, stage:Stage I, alive, 1351 days 1876.5
TCGA-E2-A15K-01A 58 years, female, white, stage:Stage IIB, alive, 275 days 1872.3
TCGA-A8-A07W-01A 76 years, female, stage:Stage IV, alive, 304 days 1866.6
TCGA-E2-A106-01A 34 years, female, asian, stage:Stage IB, alive, 2541 days 1861.9
TCGA-B6-A0WY-01A 40 years, female, white, stage:Stage IIIA, dead, 3461 days 1842.2
TCGA-A2-A0YT-01A 56 years, female, white, stage:Stage IIIB, dead, 723 days 1840.9
TCGA-A2-A0CS-01A 73 years, female, white, stage:Stage IV, dead, 2348 days 1839.7
TCGA-OL-A66O-01A 39 years, female, black or african american, stage:Stage IIB, alive, 528 days 1837.7
TCGA-A1-A0SN-01A 50 years, female, white, stage:Stage IIA, alive, 1196 days 1837.1
TCGA-A2-A0D1-01A 76 years, female, white, stage:Stage IIA, alive, 1051 days 1827.6
TCGA-C8-A26W-01A 58 years, female, asian, stage:Stage IIB, alive, 381 days 1826.7
TCGA-E2-A15M-01A 66 years, female, white, stage:Stage IIA, dead, 336 days 1820.5
TCGA-AN-A0AJ-01A 79 years, female, white, stage:Stage IIB, alive, 303 days 1818.7
TCGA-AO-A0J2-01A 41 years, female, white, stage:Stage IA, alive, 997 days 1817.6
TCGA-AN-A0FZ-01A 45 years, female, white, stage:Stage IIIA, alive, 10 days 1815.7
TCGA-AN-A046-01A 68 years, female, white, stage:Stage IIA, alive, 10 days 1813.0
TCGA-E9-A295-01A 71 years, female, white, stage:Stage IIA, alive, 375 days 1804.0
TCGA-AR-A0TZ-01A 43 years, female, white, stage:'--, dead, 3262 days 1802.5
TCGA-A8-A08F-01A 59 years, female, stage:Stage IIIC, alive, 1004 days 1797.2
TCGA-MS-A51U-01A 44 years, female, white, stage:Stage IIB, alive, 681 days 1795.6
TCGA-GM-A5PX-01A 65 years, female, white, stage:Stage IIB, alive, 551 days 1792.6
TCGA-C8-A1HM-01A 74 years, female, asian, stage:Stage IIA, alive, 375 days 1792.3
TCGA-BH-A0HY-01A 60 years, female, white, stage:Stage I, alive, 1545 days 1790.3
TCGA-AR-A250-01A 58 years, female, white, stage:Stage IIA, alive, 2707 days 1785.6
TCGA-E9-A5UO-01A 41 years, female, white, stage:Stage IIA, alive, 785 days 1785.4
TCGA-LD-A66U-01A 44 years, female, white, stage:Stage IIB, alive, 646 days 1784.7
TCGA-AR-A1AT-01A 62 years, female, white, stage:Stage IIA, dead, 1272 days 1783.4
TCGA-BH-A0DD-01A 58 years, male, white, stage:Stage IIB, alive, 2486 days 1781.6
TCGA-A8-A076-01A 66 years, female, stage:Stage IIA, alive, 1642 days 1781.1
TCGA-A7-A26J-01A 49 years, female, white, stage:Stage IIA, alive, 627 days 1781.0
TCGA-AR-A0TR-01A 68 years, female, white, stage:Stage IIB, dead, 160 days 1771.1
TCGA-BH-A0DP-01A 60 years, female, white, stage:Stage IIB, alive, 476 days 1768.4
TCGA-BH-A0BV-01A 78 years, female, white, stage:Stage IIB, alive, 1519 days 1763.6
TCGA-EW-A1PA-01A 59 years, female, white, stage:Stage IIB, alive, 575 days 1755.8
TCGA-AR-A1AK-01A 70 years, female, white, stage:Stage I, alive, 3159 days 1751.1
TCGA-AR-A5QM-01A 62 years, female, white, stage:Stage IIA, alive, 2231 days 1749.5
TCGA-D8-A73X-01A 53 years, female, white, stage:Stage IIA, alive, 767 days 1747.7
TCGA-GM-A2DI-01A 52 years, female, white, stage:Stage I, alive, 2590 days 1739.9
TCGA-A7-A6VX-01A 68 years, female, black or african american, stage:Stage IIA, alive, 317 days 1739.3
TCGA-C8-A27A-01A 48 years, female, asian, stage:Stage IIB, alive, 747 days 1729.8
TCGA-AR-A24H-01A 65 years, female, white, stage:Stage IIA, alive, 4894 days 1729.1
TCGA-A8-A09T-01A 68 years, female, stage:'--, alive, 579 days 1723.2
TCGA-E9-A1NI-01A 51 years, female, white, stage:Stage IIA, alive, 300 days 1720.0
TCGA-E9-A22B-01A 71 years, female, white, stage:Stage IA, alive, 1167 days 1717.6
TCGA-BH-A0DZ-01A 43 years, female, white, stage:Stage IIB, alive, 495 days 1716.1
TCGA-S3-A6ZF-01A 64 years, female, black or african american, stage:Stage IIA, alive, 572 days 1715.6
TCGA-OK-A5Q2-01A 59 years, female, stage:Stage II, alive, 64 days 1715.3
TCGA-A8-A08I-01A 53 years, female, stage:Stage IIA, alive, 365 days 1713.8
TCGA-A7-A4SB-01A 56 years, female, white, stage:Stage IIIA, alive, 418 days 1713.2
TCGA-E9-A1RC-01A 56 years, female, white, stage:Stage IIIC, alive, 1224 days 1711.8
TCGA-BH-A0DX-01A 62 years, female, white, stage:Stage I, alive, 2156 days 1709.5
TCGA-D8-A1X9-01A 66 years, female, white, stage:Stage IIB, alive, 727 days 1708.3
TCGA-A2-A1FX-01A 61 years, female, white, stage:Stage IIIA, alive, 1847 days 1707.0
TCGA-E2-A14T-01A 52 years, female, white, stage:Stage IIA, alive, 2311 days 1703.7
TCGA-BH-A8G0-01A 54 years, female, white, stage:Stage IIB, alive, 662 days 1701.0
TCGA-E2-A56Z-01A 69 years, female, black or african american, stage:Stage IIB, alive, 252 days 1699.4
TCGA-BH-A1ES-01A 35 years, female, white, stage:Stage IIB, dead, 3462 days 1698.5
TCGA-A2-A0YD-01A 63 years, female, white, stage:Stage IIB, alive, 769 days 1698.0
TCGA-GM-A2D9-01A 69 years, female, white, stage:Stage I, dead, 1812 days 1696.3
TCGA-A2-A0ET-01A 58 years, female, white, stage:Stage IIIA, alive, 1066 days 1695.5
TCGA-A8-A07E-01A 81 years, female, stage:Stage X, alive, 608 days 1694.3
TCGA-PL-A8LX-01A 35 years, female, black or african american, stage:Stage IV, alive, 5 days 1692.9
TCGA-EW-A1P6-01A 64 years, female, white, stage:Stage IIB, alive, 562 days 1689.3
TCGA-BH-A0AW-01A 56 years, female, white, stage:Stage IIA, alive, 622 days 1686.8
TCGA-A7-A13H-01A 61 years, female, white, stage:Stage IIB, alive, 899 days 1683.4
TCGA-AN-A0FY-01A 55 years, female, white, stage:Stage IA, alive, 10 days 1681.5
TCGA-LL-A5YM-01A 88 years, female, black or african american, stage:Stage IIIB, alive, 394 days 1658.3
TCGA-AR-A1AP-01A 80 years, female, white, stage:Stage I, alive, 2856 days 1655.1
TCGA-E9-A2JS-01A 72 years, female, white, stage:Stage IIB, dead, 904 days 1653.4
TCGA-XX-A899-01A 46 years, female, white, stage:Stage IIIA, alive, 467 days 1653.0
TCGA-AC-A2QI-01A 76 years, female, white, stage:Stage IIIA, alive, 588 days 1649.9
TCGA-C8-A1HF-01A 48 years, female, asian, stage:Stage IIA, alive, 332 days 1648.9
TCGA-D8-A1XD-01A 36 years, female, white, stage:Stage IIIA, alive, 522 days 1648.9
TCGA-PE-A5DE-01A 41 years, female, white, stage:Stage IIA, alive, 2645 days 1646.6
TCGA-JL-A3YX-01A 46 years, female, asian, stage:Stage IIA, alive, 352 days 1642.2
TCGA-A7-A3RF-01A 79 years, female, white, stage:Stage IIA, alive, 408 days 1637.6
TCGA-E9-A3Q9-01A 78 years, female, white, stage:Stage IIIC, alive, 1001 days 1624.4
TCGA-A2-A0CW-01A 67 years, female, white, stage:Stage IIB, alive, 3283 days 1612.1
TCGA-GM-A3XG-01A 46 years, female, white, stage:Stage IIIA, alive, 1330 days 1610.3
TCGA-D8-A1JJ-01A 54 years, female, white, stage:Stage IIA, alive, 611 days 1606.3
TCGA-A8-A085-01A 44 years, male, stage:Stage IIB, alive, 1124 days 1599.6
TCGA-B6-A40B-01A 76 years, female, white, stage:Stage I, alive, 3152 days 1596.0
TCGA-E9-A1N5-01A 45 years, female, white, stage:Stage IIB, alive, 1120 days 1595.5
TCGA-BH-A2L8-01A 45 years, female, white, stage:Stage IIA, alive, 612 days 1592.1
TCGA-B6-A0IK-01A 63 years, female, white, stage:Stage IIIB, dead, 571 days 1583.0
TCGA-BH-A0DE-01A 62 years, female, white, stage:Stage IIA, alive, 2372 days 1581.7
TCGA-A8-A08P-01A 70 years, female, stage:Stage IIIA, alive, 943 days 1570.4
TCGA-AO-A03P-01A 54 years, female, black or african american, stage:Stage IIB, dead, 2911 days 1562.6
TCGA-BH-A0BJ-01A 41 years, female, white, stage:Stage IIB, alive, 660 days 1562.1
TCGA-AC-A6NO-01A 43 years, female, black or african american, stage:Stage IIB, alive, 51 days 1555.1
TCGA-E2-A2P6-01A 77 years, female, stage:Stage IIB, alive, 1051 days 1554.6
TCGA-A8-A075-01A 42 years, female, stage:Stage IIB, alive, 518 days 1554.4
TCGA-A8-A09R-01A 82 years, female, stage:Stage IIB, alive, 273 days 1549.3
TCGA-AR-A1AN-01A 46 years, female, white, stage:Stage IIA, alive, 2920 days 1548.7
TCGA-D8-A27L-01A 49 years, female, white, stage:Stage IIIA, alive, 499 days 1543.4
TCGA-A7-A4SA-01A 40 years, female, white, stage:Stage IIB, alive, 454 days 1543.0
TCGA-AO-A0J8-01A 61 years, female, white, stage:Stage IIA, alive, 680 days 1541.0
TCGA-BH-A18M-01A 39 years, female, white, stage:Stage IIIA, dead, 2207 days 1535.9
TCGA-D8-A1XM-01A 57 years, female, white, stage:Stage IA, alive, 538 days 1535.3
TCGA-E9-A1RA-01A 48 years, female, white, stage:Stage IA, alive, 1369 days 1532.5
TCGA-AC-A7VB-01A 51 years, female, black or african american, stage:Stage IIA, alive, 250 days 1522.1
TCGA-A1-A0SI-01A 52 years, female, white, stage:Stage IIB, alive, 635 days 1521.8
TCGA-D8-A1XU-01A 56 years, female, white, stage:Stage IA, alive, 395 days 1519.9
TCGA-A2-A0YL-01A 48 years, female, white, stage:Stage IIIA, alive, 1474 days 1510.4
TCGA-BH-A5J0-01A 63 years, female, black or african american, stage:Stage IA, alive, 715 days 1508.1
TCGA-LD-A74U-01A 79 years, female, white, stage:Stage IIIC, alive, 402 days 1505.5
TCGA-E2-A1BD-01A 53 years, female, white, stage:Stage IIA, alive, 1133 days 1504.6
TCGA-BH-A0HB-01A 55 years, female, white, stage:Stage IA, alive, 806 days 1504.1
TCGA-S3-A6ZG-01A 71 years, female, black or african american, stage:Stage IIB, alive, 562 days 1499.1
TCGA-E2-A15D-01A 47 years, female, white, stage:Stage IIA, alive, 526 days 1495.9
TCGA-A2-A0YK-01A 61 years, female, white, stage:Stage IIA, alive, 588 days 1495.2
TCGA-BH-A0H5-01A 45 years, female, white, stage:Stage I, alive, 1620 days 1489.1
TCGA-B6-A401-01A 47 years, female, black or african american, stage:Stage IIA, alive, 2596 days 1483.1
TCGA-EW-A1PF-01A 50 years, female, white, stage:Stage IA, alive, 439 days 1483.0
TCGA-E2-A1LA-01A 59 years, female, stage:Stage IIA, alive, 748 days 1475.8
TCGA-C8-A1HK-01A 53 years, female, asian, stage:Stage IIB, alive, 366 days 1475.6
TCGA-C8-A137-01A 34 years, female, asian, stage:Stage IIB, alive, 379 days 1475.3
TCGA-BH-A6R8-01A 46 years, female, black or african american, stage:Stage IIA, alive, 293 days 1474.7
TCGA-E2-A2P5-01A 78 years, female, black or african american, stage:Stage IIIC, dead, 821 days 1474.4
TCGA-A2-A04V-01A 39 years, female, white, stage:Stage IIA, dead, 1920 days 1472.0
TCGA-D8-A27I-01A 58 years, female, white, stage:Stage IIIA, alive, 439 days 1467.2
TCGA-BH-A18L-01A 50 years, female, white, stage:Stage IIIA, dead, 811 days 1457.5
TCGA-AC-A8OS-01A 71 years, female, white, stage:Stage IIA, alive, 70 days 1449.6
TCGA-A2-A04X-01A 34 years, female, white, stage:Stage IIA, alive, 1686 days 1448.7
TCGA-AO-A0J7-01A 71 years, female, white, stage:Stage IIB, alive, 618 days 1447.5
TCGA-AC-A3W7-01A 66 years, female, white, stage:Stage IIB, alive, 471 days 1446.5
TCGA-E2-A14Z-01A 64 years, female, white, stage:Stage I, dead, 563 days 1444.6
TCGA-EW-A6S9-01A 34 years, female, black or african american, stage:Stage IIA, alive, 463 days 1442.9
TCGA-A2-A0YG-01A 63 years, female, white, stage:Stage IIIC, alive, 666 days 1439.0
TCGA-D8-A27N-01A 36 years, female, white, stage:Stage IIIA, alive, 519 days 1437.7
TCGA-BH-A1EO-01A 68 years, female, white, stage:Stage IIA, dead, 2798 days 1433.3
TCGA-C8-A275-01A 56 years, female, asian, stage:Stage IIA, alive, 1 days 1428.2
TCGA-A8-A08L-01A 89 years, female, stage:Stage IIIA, dead, 30 days 1413.5
TCGA-D8-A3Z5-01A 54 years, female, white, stage:Stage IIIC, alive, 1015 days 1410.0
TCGA-AR-A0TW-01A 50 years, female, white, stage:Stage IIIA, alive, 3009 days 1409.6
TCGA-E9-A1QZ-01A 61 years, female, white, stage:Stage IIA, alive, 755 days 1407.6
TCGA-BH-A0BA-01A 51 years, female, white, stage:Stage IIIC, alive, 1132 days 1406.8
TCGA-AR-A255-01A 62 years, female, white, stage:Stage I, alive, 2161 days 1402.8
TCGA-S3-AA17-01A 64 years, female, black or african american, stage:Stage IIB, alive, 424 days 1402.2
TCGA-AR-A2LJ-01A 40 years, female, white, stage:Stage IIIA, alive, 2632 days 1397.2
TCGA-BH-A1EV-01A 45 years, female, white, stage:Stage IIIA, dead, 365 days 1396.1
TCGA-BH-A0DK-01A 49 years, female, white, stage:Stage IIA, alive, 423 days 1394.7
TCGA-E2-A1B0-01A 50 years, female, white, stage:Stage IIIA, alive, 1631 days 1392.4
TCGA-3C-AALI-01A 50 years, female, black or african american, stage:Stage IIB, alive, 4005 days 1391.0
TCGA-A2-A0CO-01A 85 years, female, white, stage:Stage IIB, dead, 1468 days 1390.0
TCGA-BH-A1FH-01A 47 years, female, white, stage:Stage IV, dead, 1034 days 1388.4
TCGA-E9-A22D-01A 38 years, female, white, stage:Stage IIA, alive, 1248 days 1387.4
TCGA-BH-A18J-01A 56 years, female, white, stage:Stage IV, dead, 612 days 1386.9
TCGA-AN-A0AM-01A 56 years, female, white, stage:Stage IIA, alive, 5 days 1382.9
TCGA-OL-A97C-01A 67 years, female, black or african american, stage:Stage IIB, alive, 271 days 1381.0
TCGA-A2-A0CK-01A 60 years, female, white, stage:Stage IIIA, alive, 4159 days 1377.1
TCGA-LL-A9Q3-01A 69 years, female, white, stage:Stage IIIC, alive, 532 days 1376.2
TCGA-AO-A1KP-01A 77 years, female, white, stage:Stage IIA, alive, 2953 days 1372.6
TCGA-AR-A2LH-01A 55 years, female, white, stage:Stage III, dead, 616 days 1372.3
TCGA-E2-A14Q-01A 50 years, female, white, stage:Stage IIB, alive, 1163 days 1370.2
TCGA-AO-A1KQ-01A 84 years, male, white, stage:Stage IIIB, alive, 1882 days 1370.2
TCGA-AO-A0J5-01A 48 years, female, white, stage:Stage IV, dead, 792 days 1364.5
TCGA-BH-A0EA-01A 72 years, female, white, stage:Stage IIA, dead, 991 days 1364.5
TCGA-A8-A06P-01A 63 years, female, stage:Stage IIIA, alive, 396 days 1352.9
TCGA-BH-A0AY-01A 62 years, female, white, stage:Stage IIA, alive, 777 days 1352.3
TCGA-D8-A1JB-01A 54 years, female, white, stage:Stage IIB, alive, 1688 days 1351.3
TCGA-AO-A12E-01A 51 years, female, white, stage:Stage IIB, alive, 2142 days 1350.8
TCGA-E2-A1IO-01A 37 years, female, white, stage:Stage I, alive, 1855 days 1347.7
TCGA-BH-A0BQ-01A 39 years, female, white, stage:Stage I, alive, 2255 days 1341.7
TCGA-BH-A0HN-01A 67 years, female, white, stage:Stage IA, alive, 516 days 1341.5
TCGA-AC-A6IX-01A 49 years, female, white, stage:Stage IIIC, alive, 373 days 1339.3
TCGA-E9-A1R2-01A 51 years, female, white, stage:Stage IIIC, alive, 1063 days 1333.3
TCGA-A2-A4RW-01A 49 years, female, white, stage:Stage IIIC, alive, 222 days 1329.3
TCGA-E9-A1RG-01A 62 years, female, white, stage:Stage IIIA, alive, 647 days 1328.9
TCGA-AO-A12A-01A 47 years, female, white, stage:Stage IIA, alive, 3112 days 1328.3
TCGA-AO-A126-01A 39 years, female, asian, stage:Stage IIA, alive, 3307 days 1324.5
TCGA-AR-A24L-01A 26 years, female, white, stage:Stage IIB, dead, 2866 days 1321.4
TCGA-E9-A229-01A 37 years, female, white, stage:Stage IA, alive, 1148 days 1319.3
TCGA-E9-A247-01A 59 years, female, white, stage:Stage IA, alive, 1186 days 1318.4
TCGA-AR-A24S-01A 61 years, female, white, stage:Stage I, alive, 2976 days 1318.3
TCGA-A2-A0EQ-01A 64 years, female, black or african american, stage:Stage IIA, alive, 2426 days 1313.4
TCGA-B6-A0RN-01A 60 years, female, white, stage:Stage IA, alive, 8008 days 1313.4
TCGA-EW-A1IX-01A 48 years, female, asian, stage:Stage IIA, alive, 1208 days 1310.1
TCGA-BH-A18F-01A 50 years, female, white, stage:Stage IIA, alive, 1001 days 1309.8
TCGA-AC-A2FK-01A 45 years, female, white, stage:Stage IIIC, alive, 2650 days 1309.7
TCGA-E2-A570-01A 47 years, female, black or african american, stage:Stage IB, alive, 931 days 1309.5
TCGA-B6-A0I5-01A 49 years, female, white, stage:Stage IIB, alive, 8556 days 1300.5
TCGA-BH-A0BT-01A 56 years, female, white, stage:Stage IIA, alive, 2365 days 1292.3
TCGA-E2-A1IL-01A 78 years, female, white, stage:Stage IIA, alive, 118 days 1288.1
TCGA-AR-A5QN-01A 68 years, female, white, stage:Stage IIIC, alive, 1013 days 1287.7
TCGA-AN-A0FN-01A 61 years, female, white, stage:Stage IA, alive, 218 days 1282.8
TCGA-AC-A3HN-01A 87 years, female, white, stage:Stage IIB, alive, 496 days 1281.6
TCGA-GM-A2DK-01A 58 years, female, white, stage:Stage I, alive, 2645 days 1280.9
TCGA-C8-A8HQ-01A 53 years, female, asian, stage:Stage IIB, alive, 380 days 1280.0
TCGA-AN-A0FF-01A 32 years, female, white, stage:Stage IA, alive, 172 days 1278.7
TCGA-LQ-A4E4-01A 73 years, female, white, stage:Stage IIIA, alive, 849 days 1276.9
TCGA-D8-A1XO-01A 56 years, female, white, stage:Stage IIB, alive, 1682 days 1275.6
TCGA-OL-A5RX-01A 51 years, female, black or african american, stage:Stage IA, alive, 878 days 1275.2
TCGA-BH-A8FZ-01A 58 years, female, white, stage:Stage IA, alive, 574 days 1274.2
TCGA-BH-A0W5-01A 77 years, female, white, stage:Stage IIA, alive, 1288 days 1268.1
TCGA-E9-A1RI-01A 43 years, female, white, stage:Stage IIIA, alive, 1449 days 1265.7
TCGA-E9-A1N6-01A 52 years, female, white, stage:Stage IIB, dead, 678 days 1261.6
TCGA-BH-A0EE-01A 68 years, female, white, stage:Stage IIB, alive, 943 days 1248.8
TCGA-AC-A2FM-01A 87 years, female, white, stage:Stage IIB, dead, 792 days 1233.5
TCGA-BH-A0DH-01A 63 years, female, white, stage:Stage IIB, alive, 1156 days 1231.5
TCGA-E2-A15H-01A 38 years, female, white, stage:Stage IIA, alive, 393 days 1230.4
TCGA-AO-A0JA-01A 36 years, female, black or african american, stage:Stage IIIC, alive, 655 days 1230.1
TCGA-D8-A73U-01A 88 years, female, white, stage:Stage IIA, alive, 492 days 1223.2
TCGA-BH-A0BM-01A 54 years, female, white, stage:Stage IIB, alive, 1876 days 1206.8
TCGA-AC-A8OP-01A 72 years, female, black or african american, stage:Stage IA, alive, 614 days 1206.7
TCGA-D8-A1Y0-01A 65 years, female, white, stage:Stage IIIA, alive, 472 days 1206.5
TCGA-BH-A0DQ-01A 42 years, female, white, stage:Stage IIB, alive, 98 days 1203.8
TCGA-EW-A6SD-01A 32 years, female, black or african american, stage:Stage IIB, alive, 1010 days 1203.6
TCGA-BH-A0BZ-01A 59 years, female, white, stage:Stage IIIA, alive, 2255 days 1199.3
TCGA-EW-A1IZ-01A 53 years, female, white, stage:Stage IIIA, alive, 554 days 1195.2
TCGA-AO-A03L-01A 34 years, female, asian, stage:Stage IIIA, alive, 2442 days 1190.5
TCGA-BH-A0B5-01A 40 years, female, white, stage:Stage IIIA, alive, 2136 days 1186.8
TCGA-A8-A0A4-01A 73 years, female, stage:Stage IIA, alive, 396 days 1183.9
TCGA-OL-A66K-01A 72 years, female, white, stage:Stage IIA, dead, 1275 days 1181.4
TCGA-AR-A24P-01A 47 years, female, white, stage:Stage I, alive, 84 days 1174.0
TCGA-LL-A440-01A 61 years, female, white, stage:Stage IA, alive, 759 days 1171.2
TCGA-BH-A0DI-01A 63 years, female, white, stage:Stage IIB, alive, 912 days 1162.1
TCGA-E2-A1IJ-01A 57 years, female, white, stage:Stage I, alive, 865 days 1157.6
TCGA-OL-A66N-01A 59 years, female, white, stage:Stage IIIC, alive, 792 days 1155.3
TCGA-A2-A25B-01A 39 years, female, black or african american, stage:Stage IIB, alive, 1291 days 1152.2
TCGA-B6-A0IG-01A 50 years, female, white, stage:Stage IIB, dead, 4456 days 1144.8
TCGA-AO-A12C-01A 42 years, female, white, stage:Stage IIB, alive, 2372 days 1142.1
TCGA-AO-A03T-01A 42 years, female, white, stage:Stage IIB, alive, 2124 days 1133.3
TCGA-PE-A5DD-01A 64 years, female, asian, stage:Stage IIA, alive, 1953 days 1132.8
TCGA-E2-A1B1-01A 45 years, female, white, stage:Stage IIB, alive, 2653 days 1131.5
TCGA-BH-A0B7-01A 42 years, female, white, stage:Stage IIB, alive, 2559 days 1129.8
TCGA-D8-A1JF-01A 79 years, female, white, stage:Stage IIIA, alive, 366 days 1119.1
TCGA-A2-A0SV-01A 63 years, female, white, stage:Stage IV, dead, 825 days 1118.2
TCGA-BH-A0B6-01A 47 years, female, white, stage:Stage I, alive, 2483 days 1118.1
TCGA-C8-A1HL-01A 38 years, female, asian, stage:Stage IIIA, alive, 317 days 1117.9
TCGA-AN-A0XW-01A 36 years, female, white, stage:Stage IIIA, alive, 170 days 1105.0
TCGA-A8-A09X-01A 62 years, female, stage:Stage IIIC, dead, 426 days 1098.1
TCGA-E2-A10F-01A 47 years, female, white, stage:Stage IIA, alive, 878 days 1096.5
TCGA-PL-A8LY-01A 30 years, female, black or african american, stage:Stage IIB, alive, 8 days 1093.2
TCGA-BH-A1FD-01A 68 years, female, white, stage:Stage I, dead, 1009 days 1093.1
TCGA-BH-A1FU-01A 44 years, female, white, stage:Stage IA, dead, 1688 days 1086.5
TCGA-AC-A5XU-01A 74 years, female, black or african american, stage:Stage IIB, alive, 455 days 1085.8
TCGA-AR-A0TT-01A 53 years, female, black or african american, stage:Stage IIIA, alive, 3316 days 1082.2
TCGA-BH-A0C3-01A 47 years, female, white, stage:Stage I, alive, 2709 days 1073.9
TCGA-EW-A2FV-01A 39 years, female, white, stage:Stage IIIC, alive, 788 days 1072.7
TCGA-BH-A18R-01A 50 years, female, white, stage:Stage IIA, dead, 1142 days 1049.2
TCGA-E2-A108-01A 64 years, female, white, stage:Stage IIIA, alive, 837 days 1027.4
TCGA-BH-A0W7-01A 49 years, female, white, stage:Stage I, alive, 1363 days 1025.0
TCGA-BH-A28O-01A 50 years, female, white, stage:Stage IIIC, alive, 1120 days 1019.7
TCGA-E2-A153-01A 51 years, female, white, stage:Stage IIB, alive, 707 days 1019.0
TCGA-A2-A0EN-01A 70 years, female, white, stage:Stage IIA, alive, 4088 days 1014.9
TCGA-XX-A89A-01A 68 years, female, white, stage:Stage IIB, alive, 488 days 1011.1
TCGA-C8-A12Q-01A 78 years, female, asian, stage:Stage IIIA, dead, 385 days 1010.1
TCGA-A2-A25A-01A 44 years, female, white, stage:Stage IIA, alive, 3276 days 1007.7
TCGA-AO-A12D-01A 43 years, female, white, stage:Stage IIA, alive, 2515 days 1006.8
TCGA-AO-A03R-01A 57 years, female, white, stage:Stage IIB, alive, 2091 days 1006.2
TCGA-A2-A4RY-01A 46 years, female, white, stage:Stage IIIC, alive, 648 days 1001.5
TCGA-AC-A3TM-01A 50 years, female, white, stage:Stage IIIA, alive, 762 days 1000.4
TCGA-LL-A5YL-01A 64 years, female, white, stage:Stage IIB, alive, 519 days 997.6
TCGA-A8-A097-01A 65 years, female, stage:Stage IIB, alive, 365 days 988.7
TCGA-GM-A2DC-01A 57 years, female, white, stage:Stage IIA, alive, 2535 days 988.4
TCGA-A2-A0T7-01A 51 years, female, white, stage:Stage IIA, alive, 631 days 987.6
TCGA-EW-A2FR-01A 59 years, female, black or african american, stage:Stage IIIC, alive, 1673 days 983.7
TCGA-OL-A66L-01A 71 years, female, black or african american, stage:Stage IA, alive, 1301 days 983.3
TCGA-E2-A572-01A 72 years, female, black or african american, stage:Stage IIIA, alive, 1208 days 983.1
TCGA-A8-A06Y-01A 66 years, female, stage:Stage IIA, alive, 791 days 981.4
TCGA-BH-A0HU-01A 52 years, female, white, stage:Stage IA, alive, 392 days 978.9
TCGA-E2-A1IF-01A 74 years, female, white, stage:Stage I, alive, 1138 days 978.1
TCGA-AR-A1AW-01A 65 years, female, white, stage:Stage IIA, alive, 2632 days 976.3
TCGA-A8-A07B-01A 69 years, female, stage:Stage IIA, alive, 1308 days 969.1
TCGA-B6-A0IH-01A 81 years, female, white, stage:Stage IIIA, dead, 2965 days 967.9
TCGA-E9-A249-01A 45 years, female, white, stage:Stage IIA, alive, 217 days 966.2
TCGA-EW-A1P3-01A 48 years, female, white, stage:Stage IIA, alive, 1611 days 965.1
TCGA-A8-A09W-01A 70 years, female, stage:Stage IIIB, alive, 30 days 961.2
TCGA-AR-A5QP-01A 54 years, female, white, stage:Stage IIB, alive, 1185 days 957.2
TCGA-AR-A2LQ-01A 59 years, female, white, stage:Stage IIB, alive, 1233 days 954.3
TCGA-EW-A6SC-01A 60 years, female, black or african american, stage:Stage IIA, alive, 952 days 953.7
TCGA-C8-A12U-01A 46 years, female, asian, stage:Stage IIB, alive, 385 days 950.3
TCGA-C8-A135-01A 64 years, female, asian, stage:Stage IIB, alive, 393 days 949.0
TCGA-A7-A426-01A 50 years, female, white, stage:Stage IIIC, alive, 364 days 948.8
TCGA-AR-A2LO-01A 46 years, female, white, stage:Stage IIB, alive, 1198 days 940.5
TCGA-E9-A22A-01A 74 years, female, white, stage:Stage IIA, alive, 1189 days 939.1
TCGA-B6-A408-01A 55 years, female, black or african american, stage:Stage IIIC, alive, 2072 days 938.4
TCGA-AR-A0TY-01A 54 years, female, white, stage:Stage IIA, dead, 1699 days 934.1
TCGA-A8-A08Z-01A 76 years, female, stage:'--, alive, 1217 days 928.7
TCGA-A7-A0CG-01A 78 years, female, white, stage:Stage IIA, alive, 1043 days 928.0
TCGA-C8-A278-01A 61 years, female, asian, stage:Stage IIIA, alive, 297 days 927.0
TCGA-GM-A2DH-01A 58 years, female, white, stage:Stage I, alive, 2193 days 927.0
TCGA-AN-A0XN-01A 68 years, female, white, stage:Stage IIIA, alive, 10 days 922.4
TCGA-D8-A1Y1-01A 80 years, female, white, stage:Stage IIIA, dead, 302 days 922.3
TCGA-E9-A22E-01A 56 years, female, white, stage:Stage IIIA, alive, 1269 days 913.2
TCGA-C8-A12Y-01A 44 years, female, asian, stage:Stage IIB, alive, 1476 days 909.8
TCGA-Z7-A8R5-01A 61 years, female, white, stage:Stage IIIA, alive, 3287 days 902.9
TCGA-A2-A4S3-01A 59 years, female, black or african american, stage:Stage IIB, alive, 666 days 893.1
TCGA-AC-A3BB-01A 46 years, female, black or african american, stage:Stage IIIA, alive, 987 days 891.9
TCGA-A2-A0CV-01A 41 years, female, asian, stage:Stage IIB, alive, 3011 days 884.3
TCGA-BH-A1FN-01A 34 years, female, white, stage:Stage IIA, dead, 2192 days 882.8
TCGA-A2-A0CL-01A 37 years, female, black or african american, stage:Stage IIIA, alive, 3015 days 881.4
TCGA-E9-A1NG-01A 62 years, female, white, stage:Stage IIA, dead, 786 days 878.8
TCGA-BH-A42T-01A 75 years, female, black or african american, stage:Stage IIA, dead, 320 days 878.4
TCGA-AC-A3QP-01A 79 years, female, white, stage:Stage IIB, alive, 675 days 876.0
TCGA-LL-A7T0-01A 70 years, female, black or african american, stage:Stage IIB, alive, 376 days 859.3
TCGA-AO-A0JE-01A 53 years, female, black or african american, stage:Stage IIIA, alive, 2335 days 853.1
TCGA-AR-A24U-01A 47 years, female, white, stage:Stage IIA, alive, 3128 days 849.3
TCGA-AQ-A7U7-01A 55 years, female, white, stage:Stage IIIA, dead, 584 days 845.5
TCGA-A2-A04W-01A 50 years, female, white, stage:Stage IIB, alive, 3102 days 843.0
TCGA-UL-AAZ6-01A 73 years, female, black or african american, stage:Stage IIA, alive, 518 days 842.0
TCGA-AC-A5EH-01A 76 years, female, black or african american, stage:Stage IIB, alive, 511 days 837.5
TCGA-D8-A1Y2-01A 71 years, female, white, stage:Stage IIA, alive, 433 days 830.6
TCGA-AN-A0FD-01A 71 years, female, white, stage:Stage IIA, alive, 196 days 826.7
TCGA-A2-A0CX-01A 52 years, female, white, stage:Stage IIA, alive, 1728 days 814.2
TCGA-AN-A0FT-01A 63 years, female, white, stage:Stage IIB, alive, 214 days 814.1
TCGA-E2-A1LB-01A 41 years, female, black or african american, stage:Stage IIB, alive, 2306 days 809.8
TCGA-C8-A130-01A 52 years, female, asian, stage:Stage IIIA, alive, 370 days 809.3
TCGA-A2-A0CY-01A 63 years, female, white, stage:Stage IIB, alive, 1673 days 806.4
TCGA-C8-A3M7-01A 60 years, female, asian, stage:Stage IIIB, dead, 1034 days 802.9
TCGA-A2-A3XW-01A 42 years, female, black or african american, stage:Stage IIB, alive, 1712 days 797.3
TCGA-V7-A7HQ-01A 75 years, female, black or african american, stage:Stage IIIA, alive, 2033 days 790.7
TCGA-A2-A3XZ-01A 46 years, female, black or african american, stage:Stage I, alive, 1532 days 789.6
TCGA-GM-A2DO-01A 54 years, female, black or african american, stage:Stage I, alive, 2596 days 788.6
TCGA-BH-A0GY-01A 67 years, female, white, stage:Stage IIA, alive, 923 days 786.4
TCGA-EW-A424-01A 51 years, female, white, stage:Stage IIIA, alive, 715 days 786.1
TCGA-AN-A04C-01A 51 years, female, white, stage:Stage IIB, alive, 54 days 783.9
TCGA-LL-A5YN-01A 46 years, female, black or african american, stage:Stage IIA, alive, 447 days 783.5
TCGA-E9-A1R4-01A 66 years, female, white, stage:Stage IA, alive, 186 days 768.3
TCGA-AC-A5XS-01A 74 years, female, white, stage:Stage IIA, alive, 588 days 758.9
TCGA-BH-A0BF-01A 56 years, female, white, stage:Stage IIB, dead, 1324 days 757.5
TCGA-E9-A1NF-01A 60 years, female, white, stage:Stage IIA, dead, 1072 days 755.2
TCGA-A2-A0CP-01A 60 years, female, white, stage:Stage IA, alive, 2813 days 752.6
TCGA-AO-A1KO-01A 46 years, female, white, stage:Stage IIB, alive, 622 days 750.3
TCGA-E9-A1NA-01A 58 years, female, white, stage:Stage IIA, alive, 1112 days 748.5
TCGA-AN-A0G0-01A 56 years, female, white, stage:Stage IIA, alive, 16 days 734.2
TCGA-E9-A5FK-01A 60 years, female, white, stage:Stage IIIC, alive, 812 days 729.5
TCGA-A2-A04Y-01A 53 years, female, white, stage:Stage IIB, alive, 1099 days 727.5
TCGA-A2-A0T6-01A 50 years, female, white, stage:Stage IIB, alive, 575 days 724.8
TCGA-E9-A248-01A 51 years, female, white, stage:Stage IIA, alive, 59 days 718.3
TCGA-E9-A6HE-01A 45 years, female, white, stage:Stage IIIC, alive, 847 days 718.0
TCGA-A7-A4SF-01A 54 years, female, black or african american, stage:Stage IIA, alive, 545 days 717.2
TCGA-E2-A576-01A 69 years, female, black or african american, stage:Stage IA, alive, 1043 days 709.5
TCGA-A2-A0T0-01A 59 years, female, white, stage:Stage IIB, alive, 533 days 707.0
TCGA-E9-A54Y-01A 63 years, female, white, stage:Stage IIIA, alive, 725 days 706.2
TCGA-LL-A7SZ-01A 49 years, female, black or african american, stage:Stage IIB, alive, 594 days 705.1
TCGA-GM-A2DL-01A 50 years, female, white, stage:Stage I, alive, 3519 days 698.4
TCGA-LL-A740-01A 61 years, female, black or african american, stage:Stage IA, alive, 441 days 697.6
TCGA-A2-A3XV-01A 46 years, female, black or african american, stage:Stage IIA, alive, 996 days 694.4
TCGA-C8-A8HR-01A 49 years, female, asian, stage:Stage IIIA, alive, 408 days 688.7
TCGA-E9-A243-01A 52 years, female, white, stage:Stage IIA, alive, 612 days 685.5
TCGA-OL-A5D6-01A 71 years, female, black or african american, stage:Stage IIA, dead, 1104 days 680.8
TCGA-BH-A0BR-01A 59 years, female, white, stage:Stage I, alive, 2330 days 679.6
TCGA-LL-A73Z-01A 55 years, female, black or african american, stage:Stage IV, dead, 227 days 678.1
TCGA-A8-A06R-01A 69 years, female, stage:Stage IIB, alive, 547 days 665.9
TCGA-AC-A6IV-01A 47 years, female, white, stage:Stage IIB, alive, 568 days 663.8
TCGA-PE-A5DC-01A 72 years, female, white, stage:Stage IIIA, dead, 1430 days 662.9
TCGA-BH-A42U-01A 80 years, female, black or african american, stage:Stage IIA, alive, 3364 days 658.3
TCGA-E9-A1RF-01A 68 years, female, white, stage:Stage IIIA, alive, 200 days 658.0
TCGA-BH-A0HA-01A 31 years, female, white, stage:Stage I, alive, 1611 days 654.8
TCGA-A2-A0T1-01A 55 years, female, american indian or alaska native, stage:Stage IIIC, alive, 521 days 649.7
TCGA-A8-A07J-01A 35 years, female, stage:Stage IIB, alive, 365 days 641.0
TCGA-LL-A5YO-01A 50 years, female, black or african american, stage:Stage IA, alive, 440 days 639.5
TCGA-3C-AALJ-01A 62 years, female, black or african american, stage:Stage IIB, alive, 1474 days 638.4
TCGA-BH-A209-01A 77 years, female, black or african american, stage:Stage I, dead, 3959 days 633.8
TCGA-E9-A3HO-01A 49 years, female, white, stage:Stage IIA, alive, 1158 days 628.5
TCGA-BH-A0B0-01A 56 years, female, black or african american, stage:Stage I, alive, 2477 days 626.7
TCGA-GM-A3XN-01A 44 years, female, white, stage:Stage IIIA, alive, 2019 days 625.7
TCGA-BH-A0B4-01A 65 years, male, white, stage:Stage IIIA, alive, 1191 days 622.6
TCGA-GM-A3NY-01A 72 years, female, white, stage:Stage IIB, alive, 1162 days 615.5
TCGA-E9-A2JT-01A 63 years, female, white, stage:Stage IIA, alive, 288 days 613.0
TCGA-GM-A4E0-01A 67 years, female, white, stage:Stage IIIC, alive, 2191 days 605.2
TCGA-BH-A0HK-01A 81 years, female, white, stage:Stage IIB, alive, 178 days 601.6
TCGA-EW-A1OV-01A 56 years, female, white, stage:Stage IIB, alive, 789 days 593.9
TCGA-AR-A1AO-01A 47 years, female, white, stage:Stage IIA, alive, 2618 days 593.6
TCGA-AN-A0FV-01A 58 years, female, white, stage:Stage IIA, alive, 10 days 585.0
TCGA-OL-A5RY-01A 52 years, female, black or african american, stage:Stage IIA, alive, 752 days 582.3
TCGA-S3-AA15-01A 51 years, female, black or african american, stage:Stage IIB, alive, 525 days 572.9
TCGA-E9-A1RB-01A 40 years, female, white, stage:Stage IIA, dead, 976 days 564.3
TCGA-E2-A10C-01A 54 years, female, white, stage:Stage IIB, alive, 1220 days 559.9
TCGA-B6-A0IN-01A 45 years, female, white, stage:Stage X, dead, 2573 days 551.9
TCGA-B6-A0RS-01A 38 years, female, white, stage:Stage IIA, dead, 3063 days 551.7
TCGA-EW-A1P1-01A 68 years, female, white, stage:Stage IIIC, alive, 1210 days 550.2
TCGA-BH-A1EX-01A 67 years, female, white, stage:Stage IIB, dead, 1508 days 550.0
TCGA-UU-A93S-01A 63 years, female, black or african american, stage:Stage IV, dead, 116 days 548.4
TCGA-E2-A1B5-01A 46 years, female, white, stage:Stage IIA, alive, 984 days 547.5
TCGA-C8-A12L-01A 67 years, female, asian, stage:Stage IIA, alive, 363 days 547.3
TCGA-AC-A23G-01A 76 years, female, white, stage:Stage IIA, alive, 2248 days 546.5
TCGA-A2-A0EP-01A 56 years, female, white, stage:Stage I, alive, 3603 days 545.0
TCGA-A7-A26G-01A 50 years, female, black or african american, stage:Stage IIA, alive, 722 days 529.3
TCGA-C8-A26X-01A 58 years, female, asian, stage:Stage IIA, alive, 376 days 514.8
TCGA-A8-A0A7-01A 57 years, female, stage:Stage IIB, alive, 30 days 512.7
TCGA-EW-A1J6-01A 70 years, female, white, stage:Stage I, alive, 875 days 510.5
TCGA-LD-A9QF-01A 73 years, female, black or african american, stage:Stage IA, alive, 323 days 508.3
TCGA-D8-A13Z-01A 51 years, female, white, stage:'--, alive, 635 days 502.2
TCGA-A2-A0SW-01A 82 years, female, white, stage:Stage IV, dead, 1365 days 498.4
TCGA-BH-A208-01A 48 years, female, white, stage:Stage IIB, dead, 1759 days 497.5
TCGA-WT-AB41-01A 55 years, female, black or african american, stage:Stage IIB, alive, 1611 days 494.6
TCGA-A8-A08X-01A 43 years, female, stage:Stage IIIC, alive, 1308 days 482.0
TCGA-A8-A06X-01A 77 years, female, stage:Stage IIB, dead, 943 days 477.2
TCGA-D8-A1Y3-01A 61 years, female, white, stage:Stage IIIA, alive, 430 days 472.1
TCGA-AN-A0AL-01A 41 years, female, white, stage:Stage IIIB, alive, 227 days 471.8
TCGA-E2-A14P-01A 79 years, female, white, stage:Stage IIIC, alive, 1246 days 471.5
TCGA-D8-A1XW-01A 53 years, female, white, stage:Stage IIA, alive, 1309 days 470.3
TCGA-E2-A15O-01A 89 years, female, black or african american, stage:Stage I, alive, 289 days 467.8
TCGA-D8-A1JN-01A 80 years, female, white, stage:Stage IIIC, alive, 620 days 464.1
TCGA-E2-A159-01A 50 years, female, white, stage:Stage IIA, alive, 762 days 459.4
TCGA-B6-A40C-01A 51 years, female, white, stage:Stage IIB, alive, 2164 days 458.9
TCGA-AR-A251-01A 51 years, female, white, stage:Stage IIIA, alive, 3030 days 447.0
TCGA-D8-A27F-01A 40 years, female, white, stage:Stage IIA, alive, 488 days 441.7
TCGA-D8-A143-01A 51 years, female, white, stage:Stage IIA, alive, 431 days 435.3
TCGA-OL-A66P-01A 75 years, female, black or african american, stage:Stage IIA, alive, 428 days 427.7
TCGA-WT-AB44-01A 77 years, female, white, stage:Stage IA, alive, 883 days 426.2
TCGA-A8-A07U-01A 66 years, female, stage:Stage IIIA, alive, 760 days 425.4
TCGA-OL-A5RZ-01A 57 years, female, black or african american, stage:Stage IA, alive, 679 days 423.7
TCGA-A2-A0CR-01A 54 years, female, asian, stage:Stage IIB, alive, 3283 days 420.2
TCGA-E9-A3X8-01A 48 years, female, white, stage:Stage IIB, alive, 926 days 417.1
TCGA-A2-A0ST-01A 62 years, female, white, stage:Stage IIA, alive, 3017 days 413.4
TCGA-D8-A1XQ-01A 69 years, female, white, stage:Stage IIA, alive, 499 days 413.1
TCGA-D8-A1XT-01A 61 years, female, white, stage:Stage IIA, alive, 506 days 405.8
TCGA-GM-A2DD-01A 53 years, female, white, stage:Stage I, alive, 2282 days 404.3
TCGA-D8-A142-01A 74 years, female, white, stage:Stage IIB, alive, 425 days 401.4
TCGA-E2-A14X-01A 55 years, female, black or african american, stage:Stage IIIA, alive, 972 days 398.9
TCGA-AN-A0FL-01A 62 years, female, white, stage:Stage IIA, alive, 231 days 393.5
TCGA-A8-A08R-01A 52 years, female, stage:Stage IIB, alive, 30 days 393.3
TCGA-C8-A138-01A 54 years, female, asian, stage:Stage IIIA, alive, 380 days 389.4
TCGA-BH-A18Q-01A 56 years, female, white, stage:Stage IIB, dead, 1692 days 388.5
TCGA-A7-A56D-01A 84 years, female, black or african american, stage:Stage IIA, alive, 448 days 387.9
TCGA-GM-A2DA-01A 46 years, female, white, stage:Stage IIB, dead, 6593 days 387.1
TCGA-BH-A1F0-01A 80 years, female, white, stage:Stage IIA, dead, 785 days 384.8
TCGA-BH-A0RX-01A 59 years, female, white, stage:Stage IIA, alive, 170 days 370.8
TCGA-B6-A0RU-01A 40 years, female, white, stage:Stage IA, alive, 8605 days 363.4
TCGA-AC-A8OQ-01A 72 years, female, black or african american, stage:Stage IIB, alive, 34 days 360.9
TCGA-D8-A27M-01A 59 years, female, white, stage:Stage IA, alive, 410 days 353.0
TCGA-AR-A1AQ-01A 49 years, female, white, stage:Stage IIA, alive, 3021 days 340.9
TCGA-D8-A1XK-01A 55 years, female, white, stage:Stage IIB, alive, 441 days 338.4
TCGA-B6-A0RT-01A 39 years, female, white, stage:Stage IIIA, alive, 2721 days 337.8
TCGA-E2-A14N-01A 37 years, female, white, stage:Stage IIB, alive, 1434 days 334.3
TCGA-E9-A244-01A 54 years, female, white, stage:Stage IIA, alive, 21 days 332.6
TCGA-BH-A1FC-01A 78 years, female, black or african american, stage:Stage IIA, dead, 3472 days 326.6
TCGA-C8-A8HP-01A 59 years, female, asian, stage:Stage IIIA, alive, 396 days 326.2
TCGA-A2-A04Q-01A 48 years, female, white, stage:Stage IA, alive, 2385 days 324.1
TCGA-EW-A6SB-01A 62 years, female, black or african american, stage:Stage II, alive, 760 days 315.2
TCGA-AO-A0JC-01A 64 years, female, white, stage:Stage IIA, alive, 1547 days 313.7
TCGA-AQ-A54O-01A 51 years, male, black or african american, stage:Stage IIA, alive, 1001 days 312.6
TCGA-C8-A12V-01A 55 years, female, asian, stage:Stage IIA, alive, 385 days 310.8
TCGA-PL-A8LZ-01A 29 years, female, black or african american, stage:Stage IIIB, alive, 302 days 306.4
TCGA-AR-A1AI-01A 47 years, female, white, stage:Stage IIA, alive, 3296 days 299.1
TCGA-BH-A0WA-01A 82 years, female, white, stage:Stage I, alive, 701 days 297.6
TCGA-C8-A27B-01A 48 years, female, asian, stage:Stage IIB, alive, 439 days 295.8
TCGA-AR-A0TP-01A 43 years, female, white, stage:Stage IIA, alive, 4275 days 294.7
TCGA-EW-A1P7-01A 59 years, female, white, stage:Stage IIA, alive, 915 days 292.8
TCGA-LL-A441-01A 62 years, female, black or african american, stage:Stage IA, alive, 996 days 291.5
TCGA-BH-A0B3-01A 53 years, female, white, stage:Stage IIB, alive, 1203 days 290.6
TCGA-AN-A0XU-01A 54 years, female, white, stage:Stage IIA, alive, 10 days 288.4
TCGA-B6-A0IJ-01A 42 years, female, black or african american, stage:Stage IIB, alive, 7106 days 287.9
TCGA-E2-A573-01A 48 years, female, black or african american, stage:Stage IA, alive, 1062 days 287.8
TCGA-AR-A0U0-01A 73 years, female, white, stage:Stage IIB, alive, 1988 days 287.0
TCGA-C8-A131-01A 82 years, female, asian, stage:Stage IIIA, alive, 411 days 279.2
TCGA-D8-A1JL-01A 72 years, female, white, stage:Stage IIA, alive, 611 days 278.6
TCGA-A7-A6VY-01A 48 years, female, black or african american, stage:Stage IIB, alive, 266 days 276.1
TCGA-E9-A1NC-01A 61 years, female, white, stage:Stage IIB, alive, 1203 days 274.1
TCGA-AO-A0J9-01A 61 years, female, white, stage:Stage IIIC, alive, 1613 days 267.8
TCGA-A8-A07R-01A 80 years, female, stage:Stage IIIC, alive, 273 days 262.1
TCGA-E2-A1LE-01A 71 years, female, white, stage:Stage IIIC, dead, 879 days 261.9
TCGA-LL-A8F5-01A 61 years, female, black or african american, stage:Stage IIA, alive, 596 days 254.6
TCGA-B6-A3ZX-01A 50 years, female, black or african american, stage:Stage IV, dead, 1152 days 252.8
TCGA-E2-A1LG-01A 50 years, female, black or african american, stage:Stage IIA, alive, 1523 days 252.6
TCGA-E2-A1LI-01A 57 years, female, white, stage:Stage IIB, alive, 3121 days 251.9
TCGA-A8-A07O-01A 51 years, female, stage:Stage IIA, alive, 304 days 250.4
TCGA-C8-A12P-01A 55 years, female, asian, stage:Stage IIB, alive, 358 days 249.8
TCGA-A2-A25F-01A 66 years, female, white, stage:Stage IIA, alive, 322 days 248.1
TCGA-A7-A13D-01A 46 years, female, black or african american, stage:Stage IIA, alive, 965 days 246.7
TCGA-E9-A1RH-01A 63 years, female, white, stage:Stage IIA, alive, 1417 days 246.6
TCGA-D8-A147-01A 45 years, female, white, stage:'--, alive, 584 days 244.8
TCGA-AO-A129-01A 29 years, female, white, stage:Stage IIB, alive, 3286 days 244.6
TCGA-D8-A27H-01A 72 years, female, white, stage:Stage IIA, alive, 397 days 242.2
TCGA-A2-A1G1-01A 85 years, female, white, stage:Stage IIB, alive, 584 days 241.5
TCGA-BH-A0BW-01A 71 years, female, black or african american, stage:Stage I, alive, 2371 days 239.6
TCGA-AO-A0J4-01A 41 years, female, black or african american, stage:Stage IA, alive, 1587 days 238.3
TCGA-AR-A24Q-01A 49 years, female, white, stage:Stage IIB, alive, 3172 days 236.3
TCGA-GI-A2C9-01A 58 years, female, black or african american, stage:Stage IIB, alive, 3342 days 236.3
TCGA-BH-A0DL-01A 64 years, female, white, stage:Stage IIA, alive, 2381 days 234.5
TCGA-A7-A4SD-01A 52 years, female, black or african american, stage:Stage IIA, alive, 441 days 232.5
TCGA-GM-A2DB-01A 62 years, female, white, stage:Stage IIA, alive, 2406 days 231.0
TCGA-AO-A128-01A 61 years, female, white, stage:Stage IIA, alive, 3248 days 229.2
TCGA-EW-A3U0-01A 61 years, female, black or african american, stage:Stage IIIA, alive, 532 days 229.0
TCGA-A2-A0D2-01A 45 years, female, white, stage:Stage IIA, alive, 1027 days 226.7
TCGA-D8-A13Y-01A 52 years, female, white, stage:Stage IA, alive, 1728 days 226.5
TCGA-AN-A04D-01A 58 years, female, white, stage:Stage IIB, alive, 52 days 224.7
TCGA-A1-A0SO-01A 67 years, female, white, stage:Stage IIB, alive, 852 days 224.5
TCGA-B6-A0X1-01A 48 years, female, white, stage:'--, dead, 7455 days 221.9
TCGA-AR-A0U4-01A 54 years, female, white, stage:Stage IIA, alive, 3261 days 216.3
TCGA-A2-A0SX-01A 48 years, female, white, stage:Stage IA, alive, 1534 days 215.7
TCGA-S3-AA10-01A 65 years, female, black or african american, stage:Stage IIA, alive, 586 days 214.3
TCGA-EW-A1P4-01A 43 years, female, white, stage:Stage IIA, alive, 907 days 210.2
TCGA-GM-A2DF-01A 53 years, female, black or african american, stage:Stage IIA, alive, 2155 days 206.3
TCGA-AR-A0TS-01A 46 years, female, white, stage:Stage IIB, alive, 2558 days 205.0
TCGA-E2-A1LL-01A 73 years, female, black or african american, stage:Stage IIIA, alive, 1309 days 203.5
TCGA-BH-A0AV-01A 52 years, female, black or african american, stage:Stage I, alive, 1820 days 203.0
TCGA-E9-A1ND-01A 75 years, female, white, stage:Stage IIB, alive, 1266 days 202.3
TCGA-AQ-A04J-01A 45 years, female, white, stage:Stage IIA, alive, 819 days 200.7
TCGA-A7-A0CE-01A 57 years, female, white, stage:Stage IIA, alive, 1074 days 199.5
TCGA-A7-A13E-01A 62 years, female, white, stage:Stage IIB, dead, 614 days 198.4
TCGA-AR-A1AJ-01A 83 years, female, white, stage:Stage I, alive, 2383 days 195.0
TCGA-JL-A3YW-01A 49 years, female, asian, stage:Stage IIB, alive, 360 days 194.7
TCGA-E2-A1LS-01A 46 years, female, white, stage:Stage IA, alive, 1604 days 193.1
TCGA-A2-A0YE-01A 48 years, female, white, stage:Stage IIB, alive, 554 days 191.4
TCGA-AO-A0JB-01A 50 years, female, white, stage:Stage IIIA, alive, 1542 days 191.0
TCGA-E9-A3QA-01A 33 years, female, white, stage:Stage IIA, alive, 918 days 189.7
TCGA-A1-A0SB-01A 70 years, female, white, stage:Stage I, alive, 259 days 186.1
TCGA-BH-A0BL-01A 35 years, female, white, stage:Stage I, alive, 2278 days 184.8
TCGA-BH-A18G-01A 81 years, female, white, stage:Stage IA, alive, 149 days 183.5
TCGA-E2-A1B6-01A 44 years, female, white, stage:Stage IIA, alive, 867 days 182.8
TCGA-E2-A150-01A 48 years, female, white, stage:Stage IIA, alive, 1935 days 182.6
TCGA-E2-A14Y-01A 35 years, female, white, stage:Stage IIA, alive, 2109 days 181.2
TCGA-BH-A0BG-01A 73 years, female, white, stage:Stage I, alive, 1871 days 180.2
TCGA-EW-A1PH-01A 52 years, female, white, stage:Stage IIA, alive, 607 days 179.5
TCGA-E2-A1LH-01A 59 years, female, white, stage:Stage I, alive, 3247 days 176.2
TCGA-GM-A3XL-01A 49 years, female, black or african american, stage:Stage IIA, alive, 2108 days 173.8
TCGA-BH-A5IZ-01A 51 years, female, black or african american, stage:Stage IIB, alive, 567 days 171.3
TCGA-B6-A0RE-01A 61 years, female, black or african american, stage:Stage X, alive, 7777 days 170.3
TCGA-BH-A18V-01A 48 years, female, white, stage:Stage IIB, dead, 1556 days 170.3
TCGA-BH-A6R9-01A 61 years, female, white, stage:Stage IIA, alive, 160 days 169.9
TCGA-LL-A5YP-01A 49 years, female, black or african american, stage:Stage IIB, alive, 450 days 169.6
TCGA-AN-A0FX-01A 52 years, female, white, stage:Stage IIA, alive, 10 days 169.1
TCGA-B6-A409-01A 44 years, female, black or african american, stage:Stage IIIA, dead, 573 days 169.0
TCGA-A8-A07C-01A 57 years, female, stage:Stage IIA, alive, 1034 days 167.4
TCGA-AN-A0FJ-01A 59 years, female, white, stage:Stage IV, alive, 242 days 164.8
TCGA-BH-A0E6-01A 69 years, female, white, stage:Stage IA, alive, 293 days 164.5
TCGA-AR-A5QQ-01A 68 years, female, white, stage:Stage IIIA, dead, 322 days 163.8
TCGA-A2-A4RX-01A 67 years, female, black or african american, stage:Stage IIA, alive, 742 days 163.1
TCGA-B6-A0WX-01A 40 years, female, black or african american, stage:Stage IIIA, dead, 639 days 162.0
TCGA-B6-A0I1-01A 73 years, female, black or african american, stage:Stage IIA, dead, 2361 days 159.5
TCGA-B6-A402-01A 47 years, female, black or african american, stage:Stage I, alive, 2281 days 159.3
TCGA-LL-A73Y-01A 67 years, female, black or african american, stage:Stage IA, alive, 477 days 159.1
TCGA-EW-A1OW-01A 58 years, female, black or african american, stage:Stage IIA, alive, 694 days 158.9
TCGA-E2-A158-01A 43 years, female, white, stage:Stage IIA, alive, 450 days 154.0
TCGA-A2-A3XX-01A 49 years, female, black or african american, stage:Stage IIA, dead, 1439 days 151.9
TCGA-AO-A0J6-01A 61 years, female, white, stage:Stage IIA, alive, 1140 days 150.6
TCGA-A2-A0CM-01A 40 years, female, black or african american, stage:Stage IIA, dead, 754 days 150.0
TCGA-A1-A0SP-01A 40 years, female, stage:Stage IIA, alive, 584 days 149.6
TCGA-AC-A62X-01A 72 years, female, black or african american, stage:Stage IIA, alive, 417 days 149.1
TCGA-A2-A3XS-01A 62 years, female, black or african american, stage:Stage IIIA, dead, 1032 days 144.6
TCGA-A2-A04T-01A 62 years, female, white, stage:Stage IIA, alive, 2246 days 143.6
TCGA-A7-A6VW-01A 48 years, female, black or african american, stage:Stage IIA, alive, 285 days 140.6
TCGA-A2-A0YM-01A 67 years, female, white, stage:Stage IIA, alive, 965 days 138.5
TCGA-A2-A0YJ-01A 39 years, female, white, stage:Stage IIIA, alive, 566 days 137.0
TCGA-A7-A4SE-01A 54 years, female, black or african american, stage:Stage IIA, alive, 644 days 134.9
TCGA-AN-A0AT-01A 62 years, female, white, stage:Stage IIA, alive, 10 days 134.9
TCGA-AR-A1AR-01A 50 years, female, white, stage:Stage IIIA, dead, 524 days 133.5
TCGA-A7-A0DA-01A 62 years, female, white, stage:Stage IIA, alive, 1085 days 130.8
TCGA-AR-A2LR-01A 49 years, female, white, stage:Stage I, alive, 1742 days 129.7
TCGA-C8-A1HJ-01A 53 years, female, asian, stage:Stage IIA, alive, 5 days 128.4
TCGA-E2-A14R-01A 62 years, female, white, stage:Stage IIA, alive, 1174 days 127.8
TCGA-E2-A1AZ-01A 63 years, female, white, stage:Stage IIB, alive, 2329 days 127.7
TCGA-B6-A0I2-01A 45 years, female, white, stage:Stage IA, alive, 4361 days 125.0
TCGA-C8-A132-01A 56 years, female, asian, stage:Stage IIB, alive, 383 days 123.1
TCGA-AR-A1AY-01A 65 years, female, white, stage:Stage I, alive, 1026 days 122.7
TCGA-AO-A12F-01A 36 years, female, white, stage:Stage IIA, alive, 1842 days 121.8
TCGA-E9-A22G-01A 47 years, female, white, stage:Stage IIA, alive, 1239 days 120.6
TCGA-EW-A1PB-01A 70 years, female, black or african american, stage:Stage IIIA, alive, 608 days 117.7
TCGA-A7-A6VV-01A 51 years, female, black or african american, stage:Stage IIA, alive, 313 days 115.9
TCGA-AO-A124-01A 38 years, female, white, stage:Stage IIA, alive, 3506 days 112.7
TCGA-BH-A0E0-01A 38 years, female, white, stage:Stage IIIC, alive, 134 days 111.0
TCGA-E2-A1II-01A 51 years, female, white, stage:Stage I, alive, 1025 days 110.1
TCGA-OL-A66I-01A 36 years, female, black or african american, stage:Stage IIA, alive, 714 days 110.0
TCGA-AC-A2BK-01A 78 years, female, black or african american, stage:Stage IIIA, alive, 2222 days 108.6
TCGA-AR-A1AH-01A 51 years, female, white, stage:Stage IIB, alive, 3807 days 106.4
TCGA-EW-A1P8-01A 58 years, female, white, stage:Stage IIIC, dead, 239 days 106.0
TCGA-C8-A134-01A 52 years, female, asian, stage:Stage IIA, alive, 383 days 104.1
TCGA-OL-A6VO-01A 43 years, female, black or african american, stage:Stage IA, alive, 858 days 102.0
TCGA-B6-A400-01A 43 years, female, black or african american, stage:Stage IIIA, alive, 215 days 100.5
TCGA-A2-A0T2-01A 66 years, female, white, stage:Stage IV, dead, 255 days 99.9
TCGA-A2-A4S1-01A 66 years, female, white, stage:Stage IIA, alive, 820 days 98.7
TCGA-BH-A18T-01A 70 years, female, white, stage:Stage IIA, dead, 224 days 97.5
TCGA-AN-A0AR-01A 55 years, female, white, stage:Stage IIA, alive, 10 days 96.0
TCGA-A1-A0SK-01A 54 years, female, asian, stage:Stage IIA, dead, 967 days 95.1
TCGA-OL-A5S0-01A 66 years, female, black or african american, stage:Stage IIB, alive, 620 days 93.0
TCGA-OL-A5D7-01A 70 years, female, black or african american, stage:Stage IIA, alive, 1780 days 91.7
TCGA-S3-AA0Z-01A 63 years, female, black or african american, stage:Stage IIB, alive, 629 days 89.7
TCGA-BH-A0B9-01A 44 years, female, white, stage:Stage IA, alive, 1572 days 88.6
TCGA-A7-A5ZV-01A 62 years, female, black or african american, stage:Stage IIA, alive, 368 days 86.8
TCGA-AR-A256-01A 45 years, female, white, stage:Stage IIA, dead, 2854 days 86.2
TCGA-E2-A574-01A 44 years, female, black or african american, stage:Stage IIA, alive, 1179 days 81.8
TCGA-AC-A6IW-01A 73 years, female, black or african american, stage:Stage IIA, alive, 413 days 81.7
TCGA-E2-A1LK-01A 84 years, female, black or african american, stage:Stage IIIC, dead, 266 days 81.0
TCGA-D8-A1JM-01A 59 years, female, white, stage:Stage IIB, alive, 590 days 79.9
TCGA-A2-A04P-01A 36 years, female, black or african american, stage:Stage IIIC, dead, 548 days 79.0
TCGA-B6-A0IQ-01A 40 years, female, white, stage:Stage IIIA, alive, 4285 days 74.9
TCGA-A2-A3Y0-01A 57 years, female, black or african american, stage:Stage IIB, alive, 1546 days 69.6
TCGA-A2-A3XT-01A 45 years, female, black or african american, stage:Stage IIB, alive, 2770 days 67.3
TCGA-OL-A5RW-01A 40 years, female, black or african american, stage:Stage IIA, alive, 1106 days 66.6
TCGA-E9-A1N8-01A 48 years, female, white, stage:Stage IIA, alive, 1039 days 64.1
TCGA-AC-A7VC-01A 56 years, female, white, stage:Stage IIB, alive, 1 days 62.7
TCGA-A2-A04U-01A 47 years, female, white, stage:Stage IIA, alive, 2654 days 58.4
TCGA-LL-A6FR-01A 50 years, female, black or african american, stage:Stage IIA, alive, 489 days 57.5
TCGA-A2-A0D0-01A 60 years, female, black or african american, stage:Stage IIA, alive, 2048 days 56.7
TCGA-AO-A1KR-01A 51 years, female, white, stage:Stage IIA, alive, 2513 days 56.0
TCGA-AO-A0JL-01A 59 years, female, white, stage:Stage IIIA, alive, 1683 days 53.3
TCGA-AC-A2QJ-01A 48 years, female, white, stage:Stage IIIB, dead, 446 days 48.8
TCGA-AQ-A54N-01A 51 years, female, black or african american, stage:Stage IIA, alive, 78 days 36.6
TCGA-A2-A3XU-01A 35 years, female, black or african american, stage:Stage IIB, dead, 912 days 34.7
TCGA-E9-A5FL-01A 65 years, female, white, stage:Stage IIB, alive, 24 days 32.8
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BREAST INVASIVE CARCINOMA (VALIDATION) - Interactive survival scatter ploti

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

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

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

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

& Survival analysisi

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

XBP1 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.

: 1773.54
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 1612.5
Number of samples 50
Samples
Sample Description pTPM
DO228356 33 years, female, NA, stage:2, dead, 3732 days 4088.5
DO228300 35 years, female, NA, stage:2, alive, 952 days 3570.7
DO229483 34 years, female, NA, stage:0, alive, 299 days 3567.0
DO228319 35 years, female, NA, stage:1, alive, 4716 days 3240.3
DO228430 31 years, female, NA, stage:1, alive, 4647 days 2851.0
DO228423 34 years, female, NA, stage:2, alive, 4136 days 2711.4
DO228321 35 years, female, NA, stage:2, dead, 4286 days 2650.3
DO228453 34 years, female, NA, stage:0, alive, 4157 days 2576.3
DO228247 33 years, female, NA, stage:3, dead, 2584 days 2356.6
DO228506 32 years, female, NA, stage:1, alive, 489 days 2323.3
DO228488 30 years, female, NA, stage:2, alive, 991 days 2192.2
DO228452 32 years, female, NA, stage:2, dead, 1354 days 2169.2
DO228295 31 years, female, NA, stage:2, dead, 2616 days 2141.8
DO228290 31 years, female, NA, stage:2, alive, 4268 days 2097.9
DO228409 31 years, female, NA, stage:1, alive, 4423 days 2082.7
DO228521 32 years, female, NA, stage:1, alive, 287 days 2046.2
DO228460 25 years, female, NA, stage:2, alive, 3385 days 1964.7
DO228441 29 years, female, NA, stage:1, dead, 147 days 1921.7
DO228439 33 years, female, NA, stage:1, alive, 1845 days 1920.1
DO228310 33 years, female, NA, stage:2, dead, 153 days 1916.4
DO228272 32 years, female, NA, stage:2, alive, 4126 days 1812.0
DO228340 34 years, female, NA, stage:3, dead, 1051 days 1773.5
DO228483 34 years, female, NA, stage:0, alive, 1994 days 1733.6
DO228499 29 years, female, NA, stage:1, alive, 284 days 1717.5
DO228260 32 years, female, NA, stage:2, alive, 3026 days 1650.3
DO228276 32 years, female, NA, stage:2, alive, 4613 days 1603.3
DO228262 33 years, female, NA, stage:2, alive, 3889 days 1509.2
DO228268 35 years, female, NA, stage:2, alive, 5084 days 1397.1
DO228433 34 years, female, NA, stage:3, alive, 1929 days 1389.6
DO228509 33 years, female, NA, stage:1, alive, 377 days 1322.6
DO228283 33 years, female, NA, stage:3, alive, 5180 days 1277.5
DO228350 34 years, female, NA, stage:1, alive, 3069 days 1275.9
DO228427 31 years, female, NA, stage:2, alive, 3995 days 1202.0
DO228471 28 years, female, NA, stage:2, alive, 1827 days 1163.3
DO228449 27 years, female, NA, stage:2, alive, 4896 days 1160.1
DO228332 33 years, female, NA, stage:2, alive, 4776 days 1153.1
DO228502 27 years, female, NA, stage:1, alive, 164 days 1118.8
DO228426 35 years, female, NA, stage:2, alive, 4129 days 1031.8
DO228516 35 years, female, NA, stage:2, alive, 447 days 978.3
DO228477 33 years, female, NA, stage:3, alive, 2188 days 885.8
DO228246 26 years, female, NA, stage:3, dead, 327 days 532.7
DO228307 35 years, female, NA, stage:2, alive, 4928 days 526.1
DO228256 29 years, female, NA, stage:2, alive, 2312 days 424.1
DO228266 33 years, female, NA, stage:2, dead, 3785 days 411.9
DO228293 28 years, female, NA, stage:2, alive, 4339 days 334.7
DO228404 29 years, female, NA, stage:1, alive, 3737 days 323.2
DO228431 32 years, female, NA, stage:2, alive, 2915 days 266.0
DO228479 27 years, female, NA, stage:2, alive, 1985 days 157.2
DO228383 30 years, female, NA, stage:2, alive, 3975 days 60.7
DO228455 34 years, female, NA, stage:1, alive, 3115 days 45.5
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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.

Pending cancer tissue analysis

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