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TMSB10
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  • SUMMARY

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  • TMSB10
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.

TMSB10 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.

: 6558.56
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 5333.2
Number of samples 1022
Samples
Sample Description pTPM
TCGA-LL-A6FR-01A 50 years, female, black or african american, stage:Stage IIA, alive, 489 days 28191.3
TCGA-AC-A2QJ-01A 48 years, female, white, stage:Stage IIIB, dead, 446 days 24070.9
TCGA-E2-A1LL-01A 73 years, female, black or african american, stage:Stage IIIA, alive, 1309 days 21974.8
TCGA-A7-A56D-01A 84 years, female, black or african american, stage:Stage IIA, alive, 448 days 21499.2
TCGA-C8-A131-01A 82 years, female, asian, stage:Stage IIIA, alive, 411 days 21055.9
TCGA-OL-A5S0-01A 66 years, female, black or african american, stage:Stage IIB, alive, 620 days 20540.5
TCGA-BH-A0AW-01A 56 years, female, white, stage:Stage IIA, alive, 622 days 18233.6
TCGA-AO-A1KR-01A 51 years, female, white, stage:Stage IIA, alive, 2513 days 17926.5
TCGA-GM-A2DB-01A 62 years, female, white, stage:Stage IIA, alive, 2406 days 17560.2
TCGA-E2-A576-01A 69 years, female, black or african american, stage:Stage IA, alive, 1043 days 17298.3
TCGA-C8-A27B-01A 48 years, female, asian, stage:Stage IIB, alive, 439 days 17123.5
TCGA-E2-A573-01A 48 years, female, black or african american, stage:Stage IA, alive, 1062 days 17091.9
TCGA-E2-A159-01A 50 years, female, white, stage:Stage IIA, alive, 762 days 16819.1
TCGA-E2-A574-01A 44 years, female, black or african american, stage:Stage IIA, alive, 1179 days 16490.3
TCGA-D8-A13Z-01A 51 years, female, white, stage:'--, alive, 635 days 16397.4
TCGA-EW-A1P4-01A 43 years, female, white, stage:Stage IIA, alive, 907 days 16337.0
TCGA-BH-A0E6-01A 69 years, female, white, stage:Stage IA, alive, 293 days 16164.5
TCGA-OL-A6VO-01A 43 years, female, black or african american, stage:Stage IA, alive, 858 days 15172.5
TCGA-A7-A6VW-01A 48 years, female, black or african american, stage:Stage IIA, alive, 285 days 15021.9
TCGA-A8-A08L-01A 89 years, female, stage:Stage IIIA, dead, 30 days 14951.2
TCGA-A2-A0T2-01A 66 years, female, white, stage:Stage IV, dead, 255 days 14648.2
TCGA-AO-A12F-01A 36 years, female, white, stage:Stage IIA, alive, 1842 days 14545.9
TCGA-E2-A1LE-01A 71 years, female, white, stage:Stage IIIC, dead, 879 days 14401.4
TCGA-AO-A0J2-01A 41 years, female, white, stage:Stage IA, alive, 997 days 14320.6
TCGA-AQ-A54N-01A 51 years, female, black or african american, stage:Stage IIA, alive, 78 days 14106.8
TCGA-D8-A142-01A 74 years, female, white, stage:Stage IIB, alive, 425 days 14014.6
TCGA-C8-A274-01A 63 years, female, asian, stage:Stage IIA, alive, 508 days 13540.1
TCGA-LL-A5YL-01A 64 years, female, white, stage:Stage IIB, alive, 519 days 13531.0
TCGA-A2-A3XS-01A 62 years, female, black or african american, stage:Stage IIIA, dead, 1032 days 13494.4
TCGA-PE-A5DD-01A 64 years, female, asian, stage:Stage IIA, alive, 1953 days 13480.4
TCGA-A8-A06X-01A 77 years, female, stage:Stage IIB, dead, 943 days 13222.5
TCGA-V7-A7HQ-01A 75 years, female, black or african american, stage:Stage IIIA, alive, 2033 days 13125.6
TCGA-AC-A62X-01A 72 years, female, black or african american, stage:Stage IIA, alive, 417 days 13072.7
TCGA-AC-A3TM-01A 50 years, female, white, stage:Stage IIIA, alive, 762 days 13034.4
TCGA-E9-A6HE-01A 45 years, female, white, stage:Stage IIIC, alive, 847 days 12958.7
TCGA-AR-A5QQ-01A 68 years, female, white, stage:Stage IIIA, dead, 322 days 12941.9
TCGA-GM-A3NY-01A 72 years, female, white, stage:Stage IIB, alive, 1162 days 12875.6
TCGA-A8-A06R-01A 69 years, female, stage:Stage IIB, alive, 547 days 12695.5
TCGA-C8-A12P-01A 55 years, female, asian, stage:Stage IIB, alive, 358 days 12623.1
TCGA-E9-A3X8-01A 48 years, female, white, stage:Stage IIB, alive, 926 days 12616.4
TCGA-OL-A5RW-01A 40 years, female, black or african american, stage:Stage IIA, alive, 1106 days 12587.6
TCGA-A2-A04P-01A 36 years, female, black or african american, stage:Stage IIIC, dead, 548 days 12480.0
TCGA-E2-A10C-01A 54 years, female, white, stage:Stage IIB, alive, 1220 days 12450.8
TCGA-B6-A409-01A 44 years, female, black or african american, stage:Stage IIIA, dead, 573 days 12396.4
TCGA-GM-A2DD-01A 53 years, female, white, stage:Stage I, alive, 2282 days 12325.3
TCGA-OL-A66P-01A 75 years, female, black or african american, stage:Stage IIA, alive, 428 days 12105.7
TCGA-A2-A0EY-01A 62 years, female, white, stage:Stage IIB, alive, 1925 days 12021.1
TCGA-D8-A143-01A 51 years, female, white, stage:Stage IIA, alive, 431 days 11979.5
TCGA-C8-A12Y-01A 44 years, female, asian, stage:Stage IIB, alive, 1476 days 11883.5
TCGA-AN-A0FV-01A 58 years, female, white, stage:Stage IIA, alive, 10 days 11875.5
TCGA-C8-A26X-01A 58 years, female, asian, stage:Stage IIA, alive, 376 days 11759.8
TCGA-BH-A0BL-01A 35 years, female, white, stage:Stage I, alive, 2278 days 11682.8
TCGA-C8-A12U-01A 46 years, female, asian, stage:Stage IIB, alive, 385 days 11638.3
TCGA-UL-AAZ6-01A 73 years, female, black or african american, stage:Stage IIA, alive, 518 days 11591.9
TCGA-OL-A66L-01A 71 years, female, black or african american, stage:Stage IA, alive, 1301 days 11584.4
TCGA-LL-A7T0-01A 70 years, female, black or african american, stage:Stage IIB, alive, 376 days 11558.1
TCGA-LL-A73Z-01A 55 years, female, black or african american, stage:Stage IV, dead, 227 days 11516.3
TCGA-C8-A135-01A 64 years, female, asian, stage:Stage IIB, alive, 393 days 11420.4
TCGA-AN-A04C-01A 51 years, female, white, stage:Stage IIB, alive, 54 days 11354.8
TCGA-B6-A0IQ-01A 40 years, female, white, stage:Stage IIIA, alive, 4285 days 11244.0
TCGA-A2-A0CX-01A 52 years, female, white, stage:Stage IIA, alive, 1728 days 11218.8
TCGA-A2-A04W-01A 50 years, female, white, stage:Stage IIB, alive, 3102 days 11193.8
TCGA-BH-A0B7-01A 42 years, female, white, stage:Stage IIB, alive, 2559 days 11063.2
TCGA-C8-A8HP-01A 59 years, female, asian, stage:Stage IIIA, alive, 396 days 11033.4
TCGA-C8-A1HK-01A 53 years, female, asian, stage:Stage IIB, alive, 366 days 10961.2
TCGA-E9-A5FL-01A 65 years, female, white, stage:Stage IIB, alive, 24 days 10932.6
TCGA-E2-A1B6-01A 44 years, female, white, stage:Stage IIA, alive, 867 days 10861.2
TCGA-LL-A5YP-01A 49 years, female, black or african american, stage:Stage IIB, alive, 450 days 10795.2
TCGA-EW-A1PB-01A 70 years, female, black or african american, stage:Stage IIIA, alive, 608 days 10779.1
TCGA-A2-A0D0-01A 60 years, female, black or african american, stage:Stage IIA, alive, 2048 days 10772.1
TCGA-A2-A04U-01A 47 years, female, white, stage:Stage IIA, alive, 2654 days 10696.3
TCGA-A2-A4S1-01A 66 years, female, white, stage:Stage IIA, alive, 820 days 10668.2
TCGA-LL-A5YN-01A 46 years, female, black or african american, stage:Stage IIA, alive, 447 days 10627.1
TCGA-WT-AB41-01A 55 years, female, black or african american, stage:Stage IIB, alive, 1611 days 10569.4
TCGA-B6-A402-01A 47 years, female, black or african american, stage:Stage I, alive, 2281 days 10566.8
TCGA-A7-A13D-01A 46 years, female, black or african american, stage:Stage IIA, alive, 965 days 10444.8
TCGA-AR-A0TX-01A 64 years, female, stage:Stage IIA, alive, 1972 days 10434.3
TCGA-BH-A0DZ-01A 43 years, female, white, stage:Stage IIB, alive, 495 days 10417.7
TCGA-EW-A2FR-01A 59 years, female, black or african american, stage:Stage IIIC, alive, 1673 days 10292.2
TCGA-D8-A1XT-01A 61 years, female, white, stage:Stage IIA, alive, 506 days 10278.7
TCGA-EW-A1OW-01A 58 years, female, black or african american, stage:Stage IIA, alive, 694 days 10262.1
TCGA-EW-A6SA-01A 59 years, male, black or african american, stage:Stage II, alive, 510 days 10162.9
TCGA-3C-AALJ-01A 62 years, female, black or african american, stage:Stage IIB, alive, 1474 days 10158.4
TCGA-OL-A5RZ-01A 57 years, female, black or african american, stage:Stage IA, alive, 679 days 10152.4
TCGA-E9-A1N6-01A 52 years, female, white, stage:Stage IIB, dead, 678 days 10152.2
TCGA-EW-A1P8-01A 58 years, female, white, stage:Stage IIIC, dead, 239 days 10148.9
TCGA-E2-A1LI-01A 57 years, female, white, stage:Stage IIB, alive, 3121 days 10146.5
TCGA-A2-A0CR-01A 54 years, female, asian, stage:Stage IIB, alive, 3283 days 10120.0
TCGA-C8-A1HF-01A 48 years, female, asian, stage:Stage IIA, alive, 332 days 10076.7
TCGA-E2-A14P-01A 79 years, female, white, stage:Stage IIIC, alive, 1246 days 9951.2
TCGA-A2-A3XV-01A 46 years, female, black or african american, stage:Stage IIA, alive, 996 days 9911.9
TCGA-LL-A9Q3-01A 69 years, female, white, stage:Stage IIIC, alive, 532 days 9878.3
TCGA-B6-A0RH-01A 51 years, female, black or african american, stage:Stage IIA, dead, 6456 days 9868.5
TCGA-D8-A1XL-01A 34 years, female, white, stage:Stage IIB, alive, 606 days 9858.0
TCGA-BH-A0H9-01A 69 years, female, white, stage:Stage IIA, alive, 1247 days 9857.6
TCGA-E9-A22G-01A 47 years, female, white, stage:Stage IIA, alive, 1239 days 9834.4
TCGA-E2-A1LH-01A 59 years, female, white, stage:Stage I, alive, 3247 days 9830.0
TCGA-BH-A18T-01A 70 years, female, white, stage:Stage IIA, dead, 224 days 9829.5
TCGA-AC-A5XS-01A 74 years, female, white, stage:Stage IIA, alive, 588 days 9717.8
TCGA-BH-A0HA-01A 31 years, female, white, stage:Stage I, alive, 1611 days 9697.1
TCGA-E9-A247-01A 59 years, female, white, stage:Stage IA, alive, 1186 days 9685.1
TCGA-LL-A5YO-01A 50 years, female, black or african american, stage:Stage IA, alive, 440 days 9663.8
TCGA-E9-A5FK-01A 60 years, female, white, stage:Stage IIIC, alive, 812 days 9566.2
TCGA-AC-A2BK-01A 78 years, female, black or african american, stage:Stage IIIA, alive, 2222 days 9532.5
TCGA-A2-A3XX-01A 49 years, female, black or african american, stage:Stage IIA, dead, 1439 days 9519.8
TCGA-B6-A0RG-01A 26 years, female, white, stage:Stage IIB, alive, 2082 days 9463.0
TCGA-OL-A5D8-01A 40 years, female, black or african american, stage:Stage IIB, alive, 973 days 9419.3
TCGA-OL-A66N-01A 59 years, female, white, stage:Stage IIIC, alive, 792 days 9367.7
TCGA-C8-A1HL-01A 38 years, female, asian, stage:Stage IIIA, alive, 317 days 9262.0
TCGA-AR-A1AI-01A 47 years, female, white, stage:Stage IIA, alive, 3296 days 9254.7
TCGA-OL-A66I-01A 36 years, female, black or african american, stage:Stage IIA, alive, 714 days 9224.2
TCGA-LL-A6FQ-01A 77 years, female, black or african american, stage:Stage IIIA, alive, 80 days 9219.1
TCGA-BH-A18G-01A 81 years, female, white, stage:Stage IA, alive, 149 days 9169.1
TCGA-E9-A1RH-01A 63 years, female, white, stage:Stage IIA, alive, 1417 days 9165.5
TCGA-B6-A0IK-01A 63 years, female, white, stage:Stage IIIB, dead, 571 days 9157.7
TCGA-B6-A0WX-01A 40 years, female, black or african american, stage:Stage IIIA, dead, 639 days 9133.6
TCGA-D8-A27G-01A 75 years, female, white, stage:Stage IIA, alive, 409 days 9048.3
TCGA-A8-A07R-01A 80 years, female, stage:Stage IIIC, alive, 273 days 9020.6
TCGA-A2-A3XZ-01A 46 years, female, black or african american, stage:Stage I, alive, 1532 days 8993.3
TCGA-B6-A0RE-01A 61 years, female, black or african american, stage:Stage X, alive, 7777 days 8976.6
TCGA-B6-A400-01A 43 years, female, black or african american, stage:Stage IIIA, alive, 215 days 8965.9
TCGA-OL-A5DA-01A 61 years, female, white, stage:Stage IIA, alive, 1783 days 8895.8
TCGA-JL-A3YW-01A 49 years, female, asian, stage:Stage IIB, alive, 360 days 8895.8
TCGA-E9-A22E-01A 56 years, female, white, stage:Stage IIIA, alive, 1269 days 8889.4
TCGA-BH-A5IZ-01A 51 years, female, black or african american, stage:Stage IIB, alive, 567 days 8836.8
TCGA-C8-A278-01A 61 years, female, asian, stage:Stage IIIA, alive, 297 days 8769.6
TCGA-LD-A66U-01A 44 years, female, white, stage:Stage IIB, alive, 646 days 8748.8
TCGA-Z7-A8R5-01A 61 years, female, white, stage:Stage IIIA, alive, 3287 days 8688.5
TCGA-A2-A0T1-01A 55 years, female, american indian or alaska native, stage:Stage IIIC, alive, 521 days 8665.3
TCGA-A2-A0YE-01A 48 years, female, white, stage:Stage IIB, alive, 554 days 8665.3
TCGA-A2-A0CW-01A 67 years, female, white, stage:Stage IIB, alive, 3283 days 8661.6
TCGA-BH-A203-01A 78 years, female, white, stage:Stage IIB, dead, 1174 days 8661.1
TCGA-AR-A2LJ-01A 40 years, female, white, stage:Stage IIIA, alive, 2632 days 8642.2
TCGA-EW-A1PH-01A 52 years, female, white, stage:Stage IIA, alive, 607 days 8534.5
TCGA-A2-A0D2-01A 45 years, female, white, stage:Stage IIA, alive, 1027 days 8528.2
TCGA-UU-A93S-01A 63 years, female, black or african american, stage:Stage IV, dead, 116 days 8503.8
TCGA-AO-A129-01A 29 years, female, white, stage:Stage IIB, alive, 3286 days 8502.1
TCGA-A7-A4SA-01A 40 years, female, white, stage:Stage IIB, alive, 454 days 8488.0
TCGA-OL-A5RY-01A 52 years, female, black or african american, stage:Stage IIA, alive, 752 days 8463.9
TCGA-BH-A0EE-01A 68 years, female, white, stage:Stage IIB, alive, 943 days 8414.8
TCGA-BH-A1FN-01A 34 years, female, white, stage:Stage IIA, dead, 2192 days 8402.8
TCGA-AR-A1AH-01A 51 years, female, white, stage:Stage IIB, alive, 3807 days 8395.1
TCGA-B6-A0WW-01A 58 years, female, black or african american, stage:Stage X, dead, 558 days 8354.4
TCGA-AR-A0U3-01A 59 years, female, white, stage:Stage IIB, alive, 4080 days 8316.1
TCGA-BH-A5J0-01A 63 years, female, black or african american, stage:Stage IA, alive, 715 days 8284.2
TCGA-BH-A0E0-01A 38 years, female, white, stage:Stage IIIC, alive, 134 days 8281.9
TCGA-E9-A22D-01A 38 years, female, white, stage:Stage IIA, alive, 1248 days 8247.3
TCGA-B6-A0RS-01A 38 years, female, white, stage:Stage IIA, dead, 3063 days 8165.1
TCGA-A2-A3Y0-01A 57 years, female, black or african american, stage:Stage IIB, alive, 1546 days 8143.6
TCGA-OL-A5D6-01A 71 years, female, black or african american, stage:Stage IIA, dead, 1104 days 8142.9
TCGA-BH-A18J-01A 56 years, female, white, stage:Stage IV, dead, 612 days 8125.5
TCGA-A2-A4RW-01A 49 years, female, white, stage:Stage IIIC, alive, 222 days 8081.2
TCGA-EW-A423-01A 75 years, female, white, stage:Stage IIA, alive, 533 days 8074.8
TCGA-BH-A0DK-01A 49 years, female, white, stage:Stage IIA, alive, 423 days 7996.4
TCGA-AR-A0TS-01A 46 years, female, white, stage:Stage IIB, alive, 2558 days 7983.7
TCGA-OL-A66O-01A 39 years, female, black or african american, stage:Stage IIB, alive, 528 days 7983.0
TCGA-B6-A0IE-01A 38 years, female, black or african american, stage:Stage IIIA, dead, 1993 days 7951.7
TCGA-AN-A04D-01A 58 years, female, white, stage:Stage IIB, alive, 52 days 7948.2
TCGA-B6-A0IG-01A 50 years, female, white, stage:Stage IIB, dead, 4456 days 7887.2
TCGA-A2-A0CM-01A 40 years, female, black or african american, stage:Stage IIA, dead, 754 days 7828.6
TCGA-3C-AALI-01A 50 years, female, black or african american, stage:Stage IIB, alive, 4005 days 7783.3
TCGA-A8-A09I-01A 84 years, female, stage:Stage IIA, alive, 1371 days 7773.6
TCGA-AN-A0XW-01A 36 years, female, white, stage:Stage IIIA, alive, 170 days 7761.5
TCGA-AN-A0FD-01A 71 years, female, white, stage:Stage IIA, alive, 196 days 7698.7
TCGA-A2-A0D1-01A 76 years, female, white, stage:Stage IIA, alive, 1051 days 7696.9
TCGA-AR-A1AJ-01A 83 years, female, white, stage:Stage I, alive, 2383 days 7644.3
TCGA-C8-A134-01A 52 years, female, asian, stage:Stage IIA, alive, 383 days 7624.4
TCGA-A1-A0SO-01A 67 years, female, white, stage:Stage IIB, alive, 852 days 7617.8
TCGA-E2-A152-01A 56 years, female, white, stage:Stage I, alive, 2128 days 7589.5
TCGA-BH-A0B9-01A 44 years, female, white, stage:Stage IA, alive, 1572 days 7578.5
TCGA-A8-A08P-01A 70 years, female, stage:Stage IIIA, alive, 943 days 7537.4
TCGA-AC-A62V-01A 58 years, male, black or african american, stage:Stage IV, dead, 348 days 7523.7
TCGA-5L-AAT0-01A 42 years, female, white, stage:Stage IIA, alive, 1477 days 7510.7
TCGA-E9-A1N9-01A 58 years, female, white, stage:Stage IIA, alive, 1101 days 7491.8
TCGA-C8-A26Z-01A 59 years, female, asian, stage:Stage IIA, alive, 470 days 7488.2
TCGA-AN-A0XU-01A 54 years, female, white, stage:Stage IIA, alive, 10 days 7485.7
TCGA-BH-A18F-01A 50 years, female, white, stage:Stage IIA, alive, 1001 days 7482.9
TCGA-BH-A0DG-01A 30 years, female, black or african american, stage:Stage IIA, alive, 2041 days 7472.5
TCGA-BH-A0HY-01A 60 years, female, white, stage:Stage I, alive, 1545 days 7410.9
TCGA-A7-A6VV-01A 51 years, female, black or african american, stage:Stage IIA, alive, 313 days 7403.4
TCGA-BH-A0B3-01A 53 years, female, white, stage:Stage IIB, alive, 1203 days 7359.9
TCGA-E2-A107-01A 54 years, female, white, stage:Stage IIIA, alive, 1047 days 7343.3
TCGA-E9-A1ND-01A 75 years, female, white, stage:Stage IIB, alive, 1266 days 7331.6
TCGA-AC-A7VC-01A 56 years, female, white, stage:Stage IIB, alive, 1 days 7319.9
TCGA-BH-A0B6-01A 47 years, female, white, stage:Stage I, alive, 2483 days 7315.0
TCGA-BH-A18V-01A 48 years, female, white, stage:Stage IIB, dead, 1556 days 7311.2
TCGA-AQ-A54O-01A 51 years, male, black or african american, stage:Stage IIA, alive, 1001 days 7311.0
TCGA-OL-A97C-01A 67 years, female, black or african american, stage:Stage IIB, alive, 271 days 7309.6
TCGA-A8-A07E-01A 81 years, female, stage:Stage X, alive, 608 days 7305.7
TCGA-AR-A1AO-01A 47 years, female, white, stage:Stage IIA, alive, 2618 days 7292.7
TCGA-A1-A0SP-01A 40 years, female, stage:Stage IIA, alive, 584 days 7288.9
TCGA-B6-A0IB-01A 64 years, female, white, stage:Stage IV, dead, 3941 days 7268.3
TCGA-BH-A0BZ-01A 59 years, female, white, stage:Stage IIIA, alive, 2255 days 7247.6
TCGA-EW-A1PF-01A 50 years, female, white, stage:Stage IA, alive, 439 days 7243.4
TCGA-A2-A0YJ-01A 39 years, female, white, stage:Stage IIIA, alive, 566 days 7240.2
TCGA-AC-A62Y-01A 79 years, female, white, stage:Stage IIB, alive, 530 days 7234.6
TCGA-E2-A1IF-01A 74 years, female, white, stage:Stage I, alive, 1138 days 7228.3
TCGA-AO-A124-01A 38 years, female, white, stage:Stage IIA, alive, 3506 days 7196.6
TCGA-AC-A7VB-01A 51 years, female, black or african american, stage:Stage IIA, alive, 250 days 7193.5
TCGA-BH-A0GY-01A 67 years, female, white, stage:Stage IIA, alive, 923 days 7184.4
TCGA-B6-A0I2-01A 45 years, female, white, stage:Stage IA, alive, 4361 days 7156.2
TCGA-GM-A2DF-01A 53 years, female, black or african american, stage:Stage IIA, alive, 2155 days 7153.8
TCGA-A1-A0SI-01A 52 years, female, white, stage:Stage IIB, alive, 635 days 7138.3
TCGA-B6-A0IJ-01A 42 years, female, black or african american, stage:Stage IIB, alive, 7106 days 7126.0
TCGA-BH-A0GZ-01A 62 years, female, white, stage:Stage IIA, alive, 328 days 7120.2
TCGA-OL-A5D7-01A 70 years, female, black or african american, stage:Stage IIA, alive, 1780 days 7119.2
TCGA-PL-A8LZ-01A 29 years, female, black or african american, stage:Stage IIIB, alive, 302 days 7117.8
TCGA-LL-A740-01A 61 years, female, black or african american, stage:Stage IA, alive, 441 days 7117.3
TCGA-A8-A06U-01A 80 years, female, stage:Stage IIB, dead, 883 days 7113.7
TCGA-E9-A1NC-01A 61 years, female, white, stage:Stage IIB, alive, 1203 days 7092.4
TCGA-B6-A0WZ-01A 50 years, female, black or african american, stage:Stage II, alive, 6292 days 7088.4
TCGA-A2-A3XU-01A 35 years, female, black or african american, stage:Stage IIB, dead, 912 days 7071.0
TCGA-AR-A1AS-01A 54 years, female, asian, stage:Stage IIB, alive, 1150 days 7053.5
TCGA-A2-A0YG-01A 63 years, female, white, stage:Stage IIIC, alive, 666 days 7048.6
TCGA-AO-A0JL-01A 59 years, female, white, stage:Stage IIIA, alive, 1683 days 7039.3
TCGA-Z7-A8R6-01A 46 years, female, white, stage:Stage I, alive, 3256 days 7038.1
TCGA-A8-A07B-01A 69 years, female, stage:Stage IIA, alive, 1308 days 7032.6
TCGA-A2-A1G1-01A 85 years, female, white, stage:Stage IIB, alive, 584 days 7029.1
TCGA-A7-A26E-01A 71 years, female, white, stage:Stage IIIA, alive, 954 days 7023.0
TCGA-B6-A40B-01A 76 years, female, white, stage:Stage I, alive, 3152 days 7021.7
TCGA-BH-A0WA-01A 82 years, female, white, stage:Stage I, alive, 701 days 6992.4
TCGA-BH-A0HB-01A 55 years, female, white, stage:Stage IA, alive, 806 days 6970.3
TCGA-D8-A1JJ-01A 54 years, female, white, stage:Stage IIA, alive, 611 days 6943.3
TCGA-E2-A14V-01A 53 years, female, white, stage:Stage IIB, alive, 1042 days 6928.1
TCGA-GM-A2DH-01A 58 years, female, white, stage:Stage I, alive, 2193 days 6919.6
TCGA-AR-A1AP-01A 80 years, female, white, stage:Stage I, alive, 2856 days 6908.4
TCGA-A2-A0YM-01A 67 years, female, white, stage:Stage IIA, alive, 965 days 6903.8
TCGA-E9-A1NG-01A 62 years, female, white, stage:Stage IIA, dead, 786 days 6899.8
TCGA-AQ-A04J-01A 45 years, female, white, stage:Stage IIA, alive, 819 days 6884.5
TCGA-E2-A14N-01A 37 years, female, white, stage:Stage IIB, alive, 1434 days 6880.0
TCGA-BH-A1FU-01A 44 years, female, white, stage:Stage IA, dead, 1688 days 6876.3
TCGA-AO-A03L-01A 34 years, female, asian, stage:Stage IIIA, alive, 2442 days 6863.4
TCGA-A2-A1FZ-01A 63 years, female, white, stage:Stage IIA, alive, 683 days 6861.5
TCGA-A2-A0EQ-01A 64 years, female, black or african american, stage:Stage IIA, alive, 2426 days 6848.1
TCGA-AR-A256-01A 45 years, female, white, stage:Stage IIA, dead, 2854 days 6844.4
TCGA-BH-A1FE-01A 31 years, female, white, stage:Stage IIB, dead, 2273 days 6821.0
TCGA-A7-A3IY-01A 71 years, female, white, stage:Stage I, alive, 345 days 6812.0
TCGA-A1-A0SE-01A 56 years, female, white, stage:Stage I, alive, 1321 days 6779.8
TCGA-3C-AALK-01A 52 years, female, black or african american, stage:Stage IA, alive, 1448 days 6749.5
TCGA-BH-A0HU-01A 52 years, female, white, stage:Stage IA, alive, 392 days 6745.1
TCGA-A8-A09X-01A 62 years, female, stage:Stage IIIC, dead, 426 days 6738.2
TCGA-BH-A208-01A 48 years, female, white, stage:Stage IIB, dead, 1759 days 6711.6
TCGA-GM-A2DA-01A 46 years, female, white, stage:Stage IIB, dead, 6593 days 6702.4
TCGA-A7-A6VY-01A 48 years, female, black or african american, stage:Stage IIB, alive, 266 days 6691.6
TCGA-C8-A130-01A 52 years, female, asian, stage:Stage IIIA, alive, 370 days 6687.7
TCGA-A8-A084-01A 81 years, female, stage:Stage IIB, alive, 458 days 6683.6
TCGA-D8-A1XU-01A 56 years, female, white, stage:Stage IA, alive, 395 days 6670.3
TCGA-C8-A138-01A 54 years, female, asian, stage:Stage IIIA, alive, 380 days 6670.3
TCGA-AR-A1AT-01A 62 years, female, white, stage:Stage IIA, dead, 1272 days 6665.5
TCGA-BH-A0AY-01A 62 years, female, white, stage:Stage IIA, alive, 777 days 6661.6
TCGA-AR-A2LH-01A 55 years, female, white, stage:Stage III, dead, 616 days 6660.8
TCGA-A2-A0ST-01A 62 years, female, white, stage:Stage IIA, alive, 3017 days 6650.2
TCGA-BH-A0BR-01A 59 years, female, white, stage:Stage I, alive, 2330 days 6643.4
TCGA-BH-A0RX-01A 59 years, female, white, stage:Stage IIA, alive, 170 days 6629.8
TCGA-EW-A1J3-01A 61 years, female, white, stage:Stage IA, alive, 504 days 6629.2
TCGA-BH-A1F8-01A 90 years, female, white, stage:Stage IIIB, dead, 1 days 6623.0
TCGA-EW-A1P1-01A 68 years, female, white, stage:Stage IIIC, alive, 1210 days 6622.7
TCGA-C8-A12Q-01A 78 years, female, asian, stage:Stage IIIA, dead, 385 days 6598.0
TCGA-AR-A2LL-01A 70 years, female, white, stage:Stage IIB, alive, 2012 days 6590.3
TCGA-E9-A1RF-01A 68 years, female, white, stage:Stage IIIA, alive, 200 days 6587.3
TCGA-BH-A6R9-01A 61 years, female, white, stage:Stage IIA, alive, 160 days 6583.1
TCGA-BH-A1FC-01A 78 years, female, black or african american, stage:Stage IIA, dead, 3472 days 6561.6
TCGA-E2-A14Z-01A 64 years, female, white, stage:Stage I, dead, 563 days 6561.5
TCGA-GM-A3XL-01A 49 years, female, black or african american, stage:Stage IIA, alive, 2108 days 6555.6
TCGA-AN-A0FZ-01A 45 years, female, white, stage:Stage IIIA, alive, 10 days 6555.1
TCGA-E9-A1NI-01A 51 years, female, white, stage:Stage IIA, alive, 300 days 6554.0
TCGA-EW-A6SD-01A 32 years, female, black or african american, stage:Stage IIB, alive, 1010 days 6551.4
TCGA-AO-A12D-01A 43 years, female, white, stage:Stage IIA, alive, 2515 days 6500.4
TCGA-A2-A0EP-01A 56 years, female, white, stage:Stage I, alive, 3603 days 6460.3
TCGA-A8-A08B-01A 52 years, female, stage:Stage IIA, alive, 1156 days 6454.1
TCGA-E9-A22H-01A 42 years, female, white, stage:Stage IIB, alive, 1232 days 6452.6
TCGA-E9-A244-01A 54 years, female, white, stage:Stage IIA, alive, 21 days 6450.6
TCGA-AO-A128-01A 61 years, female, white, stage:Stage IIA, alive, 3248 days 6444.4
TCGA-GM-A2DO-01A 54 years, female, black or african american, stage:Stage I, alive, 2596 days 6439.3
TCGA-A7-A13E-01A 62 years, female, white, stage:Stage IIB, dead, 614 days 6439.3
TCGA-EW-A1IW-01A 80 years, female, white, stage:Stage IIB, alive, 371 days 6425.9
TCGA-AC-A5EH-01A 76 years, female, black or african american, stage:Stage IIB, alive, 511 days 6416.9
TCGA-A8-A076-01A 66 years, female, stage:Stage IIA, alive, 1642 days 6409.9
TCGA-GM-A5PX-01A 65 years, female, white, stage:Stage IIB, alive, 551 days 6403.8
TCGA-A7-A4SF-01A 54 years, female, black or african american, stage:Stage IIA, alive, 545 days 6395.5
TCGA-D8-A1J9-01A 48 years, female, white, stage:Stage IA, alive, 532 days 6395.1
TCGA-E2-A570-01A 47 years, female, black or african american, stage:Stage IB, alive, 931 days 6388.0
TCGA-E9-A1NH-01A 71 years, female, white, stage:Stage IIB, alive, 576 days 6383.7
TCGA-D8-A1XK-01A 55 years, female, white, stage:Stage IIB, alive, 441 days 6377.3
TCGA-GM-A3XN-01A 44 years, female, white, stage:Stage IIIA, alive, 2019 days 6371.1
TCGA-A2-A0EN-01A 70 years, female, white, stage:Stage IIA, alive, 4088 days 6356.6
TCGA-E2-A14Y-01A 35 years, female, white, stage:Stage IIA, alive, 2109 days 6349.4
TCGA-E2-A150-01A 48 years, female, white, stage:Stage IIA, alive, 1935 days 6330.1
TCGA-AN-A0FJ-01A 59 years, female, white, stage:Stage IV, alive, 242 days 6328.4
TCGA-E9-A228-01A 58 years, female, white, stage:Stage IIB, alive, 1285 days 6325.3
TCGA-AO-A0JM-01A 40 years, female, stage:Stage IIB, alive, 2184 days 6321.9
TCGA-AC-A3EH-01A 79 years, female, white, stage:Stage IIIC, dead, 197 days 6317.3
TCGA-A8-A07I-01A 69 years, female, stage:Stage IIIA, alive, 426 days 6307.7
TCGA-E2-A1L7-01A 40 years, female, white, stage:Stage IIIA, alive, 1836 days 6307.4
TCGA-S3-AA11-01A 67 years, female, black or african american, stage:Stage IIA, alive, 421 days 6299.3
TCGA-C8-A8HQ-01A 53 years, female, asian, stage:Stage IIB, alive, 380 days 6294.3
TCGA-BH-A0B5-01A 40 years, female, white, stage:Stage IIIA, alive, 2136 days 6291.1
TCGA-LD-A9QF-01A 73 years, female, black or african american, stage:Stage IA, alive, 323 days 6280.0
TCGA-EW-A1OV-01A 56 years, female, white, stage:Stage IIB, alive, 789 days 6277.8
TCGA-AN-A0FN-01A 61 years, female, white, stage:Stage IA, alive, 218 days 6276.1
TCGA-C8-A12Z-01A 45 years, female, asian, stage:Stage IIB, alive, 382 days 6259.8
TCGA-PE-A5DC-01A 72 years, female, white, stage:Stage IIIA, dead, 1430 days 6204.7
TCGA-B6-A0X1-01A 48 years, female, white, stage:'--, dead, 7455 days 6165.6
TCGA-A2-A0T4-01A 62 years, female, white, stage:Stage IIA, alive, 624 days 6156.7
TCGA-C8-A12N-01A 58 years, female, asian, stage:Stage IIA, alive, 358 days 6146.7
TCGA-OL-A66J-01A 80 years, female, white, stage:Stage I, alive, 1996 days 6143.4
TCGA-AC-A3BB-01A 46 years, female, black or african american, stage:Stage IIIA, alive, 987 days 6141.9
TCGA-BH-A0BG-01A 73 years, female, white, stage:Stage I, alive, 1871 days 6141.0
TCGA-C8-A26W-01A 58 years, female, asian, stage:Stage IIB, alive, 381 days 6137.8
TCGA-C8-A273-01A 29 years, female, asian, stage:Stage IIB, alive, 513 days 6118.2
TCGA-A7-A0CE-01A 57 years, female, white, stage:Stage IIA, alive, 1074 days 6109.8
TCGA-AN-A0AJ-01A 79 years, female, white, stage:Stage IIB, alive, 303 days 6104.2
TCGA-E2-A1BD-01A 53 years, female, white, stage:Stage IIA, alive, 1133 days 6103.8
TCGA-BH-A0B0-01A 56 years, female, black or african american, stage:Stage I, alive, 2477 days 6095.1
TCGA-AC-A6IW-01A 73 years, female, black or african american, stage:Stage IIA, alive, 413 days 6068.8
TCGA-BH-A1EV-01A 45 years, female, white, stage:Stage IIIA, dead, 365 days 6054.7
TCGA-AR-A1AY-01A 65 years, female, white, stage:Stage I, alive, 1026 days 6051.4
TCGA-A2-A0CP-01A 60 years, female, white, stage:Stage IA, alive, 2813 days 6049.6
TCGA-A2-A0SX-01A 48 years, female, white, stage:Stage IA, alive, 1534 days 6048.8
TCGA-AO-A0JC-01A 64 years, female, white, stage:Stage IIA, alive, 1547 days 6043.9
TCGA-GM-A2DL-01A 50 years, female, white, stage:Stage I, alive, 3519 days 6039.1
TCGA-WT-AB44-01A 77 years, female, white, stage:Stage IA, alive, 883 days 6039.0
TCGA-GM-A3XG-01A 46 years, female, white, stage:Stage IIIA, alive, 1330 days 6038.6
TCGA-BH-A0DX-01A 62 years, female, white, stage:Stage I, alive, 2156 days 6022.1
TCGA-AO-A0J6-01A 61 years, female, white, stage:Stage IIA, alive, 1140 days 6017.7
TCGA-D8-A1JL-01A 72 years, female, white, stage:Stage IIA, alive, 611 days 5958.4
TCGA-AR-A1AQ-01A 49 years, female, white, stage:Stage IIA, alive, 3021 days 5927.9
TCGA-LQ-A4E4-01A 73 years, female, white, stage:Stage IIIA, alive, 849 days 5924.3
TCGA-BH-A1F0-01A 80 years, female, white, stage:Stage IIA, dead, 785 days 5900.6
TCGA-E2-A1L9-01A 40 years, female, white, stage:Stage IIA, alive, 598 days 5891.7
TCGA-E9-A229-01A 37 years, female, white, stage:Stage IA, alive, 1148 days 5890.4
TCGA-BH-A0BT-01A 56 years, female, white, stage:Stage IIA, alive, 2365 days 5878.2
TCGA-A7-A5ZW-01A 47 years, female, black or african american, stage:Stage IIA, alive, 326 days 5878.0
TCGA-E9-A1NA-01A 58 years, female, white, stage:Stage IIA, alive, 1112 days 5872.1
TCGA-A7-A0DA-01A 62 years, female, white, stage:Stage IIA, alive, 1085 days 5864.9
TCGA-D8-A1Y3-01A 61 years, female, white, stage:Stage IIIA, alive, 430 days 5857.2
TCGA-BH-A2L8-01A 45 years, female, white, stage:Stage IIA, alive, 612 days 5844.7
TCGA-A1-A0SF-01A 54 years, female, white, stage:Stage IIA, alive, 1463 days 5841.9
TCGA-5L-AAT1-01A 63 years, female, white, stage:Stage IV, alive, 1471 days 5821.2
TCGA-AO-A0JD-01A 59 years, female, white, stage:Stage IIIA, alive, 2190 days 5800.8
TCGA-AC-A2FE-01A 62 years, female, white, stage:Stage IIIC, dead, 2636 days 5800.4
TCGA-A2-A0SW-01A 82 years, female, white, stage:Stage IV, dead, 1365 days 5794.6
TCGA-E2-A1II-01A 51 years, female, white, stage:Stage I, alive, 1025 days 5792.7
TCGA-E2-A15M-01A 66 years, female, white, stage:Stage IIA, dead, 336 days 5778.5
TCGA-EW-A6S9-01A 34 years, female, black or african american, stage:Stage IIA, alive, 463 days 5774.1
TCGA-AC-A3QP-01A 79 years, female, white, stage:Stage IIB, alive, 675 days 5762.5
TCGA-A2-A0CK-01A 60 years, female, white, stage:Stage IIIA, alive, 4159 days 5760.5
TCGA-OL-A66K-01A 72 years, female, white, stage:Stage IIA, dead, 1275 days 5748.1
TCGA-BH-A0BP-01A 76 years, female, white, stage:Stage I, dead, 2296 days 5739.3
TCGA-AR-A251-01A 51 years, female, white, stage:Stage IIIA, alive, 3030 days 5736.0
TCGA-AO-A1KQ-01A 84 years, male, white, stage:Stage IIIB, alive, 1882 days 5733.4
TCGA-AC-A23C-01A 62 years, female, white, stage:Stage IIB, alive, 585 days 5707.4
TCGA-LL-A50Y-01A 84 years, female, white, stage:Stage IIA, alive, 762 days 5705.9
TCGA-D8-A1XQ-01A 69 years, female, white, stage:Stage IIA, alive, 499 days 5700.7
TCGA-D8-A3Z6-01A 56 years, female, white, stage:Stage IIIC, alive, 563 days 5693.7
TCGA-B6-A0I5-01A 49 years, female, white, stage:Stage IIB, alive, 8556 days 5692.5
TCGA-C8-A8HR-01A 49 years, female, asian, stage:Stage IIIA, alive, 408 days 5683.6
TCGA-A2-A25F-01A 66 years, female, white, stage:Stage IIA, alive, 322 days 5679.2
TCGA-PE-A5DE-01A 41 years, female, white, stage:Stage IIA, alive, 2645 days 5678.7
TCGA-BH-A1EW-01A 38 years, female, white, stage:Stage IIA, dead, 1694 days 5676.6
TCGA-JL-A3YX-01A 46 years, female, asian, stage:Stage IIA, alive, 352 days 5643.7
TCGA-LL-A441-01A 62 years, female, black or african american, stage:Stage IA, alive, 996 days 5624.4
TCGA-C8-A12V-01A 55 years, female, asian, stage:Stage IIA, alive, 385 days 5619.2
TCGA-E2-A2P5-01A 78 years, female, black or african american, stage:Stage IIIC, dead, 821 days 5613.4
TCGA-GM-A2DK-01A 58 years, female, white, stage:Stage I, alive, 2645 days 5612.8
TCGA-C8-A3M7-01A 60 years, female, asian, stage:Stage IIIB, dead, 1034 days 5597.2
TCGA-B6-A0IN-01A 45 years, female, white, stage:Stage X, dead, 2573 days 5591.3
TCGA-C8-A275-01A 56 years, female, asian, stage:Stage IIA, alive, 1 days 5583.7
TCGA-A7-A425-01A 70 years, female, white, stage:Stage IIIC, alive, 447 days 5568.0
TCGA-BH-A0AV-01A 52 years, female, black or african american, stage:Stage I, alive, 1820 days 5555.4
TCGA-BH-A0BQ-01A 39 years, female, white, stage:Stage I, alive, 2255 days 5551.2
TCGA-AR-A0U4-01A 54 years, female, white, stage:Stage IIA, alive, 3261 days 5534.3
TCGA-D8-A1XJ-01A 76 years, female, white, stage:Stage IIIA, alive, 664 days 5526.1
TCGA-E9-A22A-01A 74 years, female, white, stage:Stage IIA, alive, 1189 days 5519.3
TCGA-E2-A15H-01A 38 years, female, white, stage:Stage IIA, alive, 393 days 5518.1
TCGA-BH-A42U-01A 80 years, female, black or african american, stage:Stage IIA, alive, 3364 days 5516.5
TCGA-E9-A3HO-01A 49 years, female, white, stage:Stage IIA, alive, 1158 days 5515.0
TCGA-A2-A0CL-01A 37 years, female, black or african american, stage:Stage IIIA, alive, 3015 days 5499.2
TCGA-A8-A08X-01A 43 years, female, stage:Stage IIIC, alive, 1308 days 5490.7
TCGA-BH-A0E2-01A 49 years, female, black or african american, stage:Stage IIIA, alive, 435 days 5485.5
TCGA-A8-A08R-01A 52 years, female, stage:Stage IIB, alive, 30 days 5411.7
TCGA-E9-A3QA-01A 33 years, female, white, stage:Stage IIA, alive, 918 days 5391.8
TCGA-C8-A3M8-01A 68 years, female, asian, stage:Stage IA, alive, 394 days 5383.5
TCGA-BH-A0DI-01A 63 years, female, white, stage:Stage IIB, alive, 912 days 5372.6
TCGA-BH-A0BW-01A 71 years, female, black or african american, stage:Stage I, alive, 2371 days 5361.9
TCGA-E9-A1NF-01A 60 years, female, white, stage:Stage IIA, dead, 1072 days 5348.0
TCGA-D8-A27M-01A 59 years, female, white, stage:Stage IA, alive, 410 days 5346.5
TCGA-D8-A141-01A 40 years, female, white, stage:'--, alive, 626 days 5346.1
TCGA-D8-A27N-01A 36 years, female, white, stage:Stage IIIA, alive, 519 days 5343.6
TCGA-BH-A0W7-01A 49 years, female, white, stage:Stage I, alive, 1363 days 5325.9
TCGA-BH-A0HF-01A 77 years, female, white, stage:Stage IA, alive, 727 days 5317.3
TCGA-AN-A0AK-01A 76 years, female, white, stage:Stage IIA, alive, 224 days 5310.2
TCGA-A1-A0SM-01A 77 years, male, white, stage:Stage IIA, alive, 242 days 5303.0
TCGA-BH-A1EX-01A 67 years, female, white, stage:Stage IIB, dead, 1508 days 5300.6
TCGA-BH-A1EN-01A 78 years, female, white, stage:Stage IIA, dead, 2127 days 5300.1
TCGA-AO-A0J9-01A 61 years, female, white, stage:Stage IIIC, alive, 1613 days 5290.2
TCGA-E9-A22B-01A 71 years, female, white, stage:Stage IA, alive, 1167 days 5282.8
TCGA-HN-A2OB-01A 45 years, female, stage:Stage IIB, dead, 1900 days 5262.9
TCGA-AC-A3YI-01A 74 years, female, white, stage:Stage IIIC, alive, 707 days 5251.9
TCGA-A8-A08F-01A 59 years, female, stage:Stage IIIC, alive, 1004 days 5251.4
TCGA-A8-A07C-01A 57 years, female, stage:Stage IIA, alive, 1034 days 5249.6
TCGA-A8-A07U-01A 66 years, female, stage:Stage IIIA, alive, 760 days 5239.0
TCGA-B6-A0RI-01A 44 years, female, white, stage:Stage IIIB, alive, 7126 days 5236.1
TCGA-A7-A0CJ-01A 57 years, female, white, stage:Stage IIA, alive, 931 days 5229.3
TCGA-C8-A12L-01A 67 years, female, asian, stage:Stage IIA, alive, 363 days 5229.0
TCGA-AO-A03O-01A 69 years, female, black or african american, stage:Stage IIA, dead, 2483 days 5220.6
TCGA-A2-A04Q-01A 48 years, female, white, stage:Stage IA, alive, 2385 days 5195.9
TCGA-A8-A09A-01A 40 years, female, stage:Stage X, alive, 304 days 5194.6
TCGA-OK-A5Q2-01A 59 years, female, stage:Stage II, alive, 64 days 5192.5
TCGA-A2-A3KC-01A 55 years, female, black or african american, stage:Stage IIB, alive, 1102 days 5187.6
TCGA-AC-A6IX-01A 49 years, female, white, stage:Stage IIIC, alive, 373 days 5181.3
TCGA-A7-A4SD-01A 52 years, female, black or african american, stage:Stage IIA, alive, 441 days 5168.2
TCGA-B6-A0RV-01A 42 years, female, white, stage:Stage IIIA, alive, 5156 days 5167.8
TCGA-A2-A3XT-01A 45 years, female, black or african american, stage:Stage IIB, alive, 2770 days 5164.3
TCGA-AC-A5XU-01A 74 years, female, black or african american, stage:Stage IIB, alive, 455 days 5164.3
TCGA-BH-A0C0-01A 62 years, female, white, stage:Stage IIA, alive, 1270 days 5155.9
TCGA-AR-A5QP-01A 54 years, female, white, stage:Stage IIB, alive, 1185 days 5148.9
TCGA-AN-A046-01A 68 years, female, white, stage:Stage IIA, alive, 10 days 5111.5
TCGA-LL-A73Y-01A 67 years, female, black or african american, stage:Stage IA, alive, 477 days 5109.2
TCGA-BH-A18P-01A 60 years, female, white, stage:Stage I, dead, 921 days 5098.8
TCGA-AC-A6IV-01A 47 years, female, white, stage:Stage IIB, alive, 568 days 5092.8
TCGA-A2-A04Y-01A 53 years, female, white, stage:Stage IIB, alive, 1099 days 5082.9
TCGA-AR-A0TT-01A 53 years, female, black or african american, stage:Stage IIIA, alive, 3316 days 5072.9
TCGA-E2-A109-01A 64 years, female, white, stage:Stage IIA, alive, 1417 days 5064.0
TCGA-E9-A243-01A 52 years, female, white, stage:Stage IIA, alive, 612 days 5057.2
TCGA-AO-A0JA-01A 36 years, female, black or african american, stage:Stage IIIC, alive, 655 days 5042.2
TCGA-A2-A0EV-01A 80 years, female, white, stage:Stage IA, alive, 968 days 5037.1
TCGA-B6-A0RT-01A 39 years, female, white, stage:Stage IIIA, alive, 2721 days 5029.6
TCGA-A7-A5ZX-01A 48 years, female, white, stage:Stage IIIC, alive, 336 days 5020.7
TCGA-AO-A0J4-01A 41 years, female, black or african american, stage:Stage IA, alive, 1587 days 5020.0
TCGA-AN-A0AL-01A 41 years, female, white, stage:Stage IIIB, alive, 227 days 5015.8
TCGA-EW-A1OZ-01A 56 years, female, black or african american, stage:Stage IIA, alive, 1229 days 5007.4
TCGA-B6-A40C-01A 51 years, female, white, stage:Stage IIB, alive, 2164 days 5000.4
TCGA-GM-A2DI-01A 52 years, female, white, stage:Stage I, alive, 2590 days 4977.0
TCGA-AN-A0AT-01A 62 years, female, white, stage:Stage IIA, alive, 10 days 4974.3
TCGA-E2-A14Q-01A 50 years, female, white, stage:Stage IIB, alive, 1163 days 4974.3
TCGA-BH-A0DQ-01A 42 years, female, white, stage:Stage IIB, alive, 98 days 4971.3
TCGA-AR-A2LR-01A 49 years, female, white, stage:Stage I, alive, 1742 days 4968.1
TCGA-XX-A89A-01A 68 years, female, white, stage:Stage IIB, alive, 488 days 4954.4
TCGA-C8-A132-01A 56 years, female, asian, stage:Stage IIB, alive, 383 days 4948.8
TCGA-AC-A3TN-01A 75 years, female, white, stage:Stage IIB, alive, 456 days 4945.6
TCGA-BH-A1EY-01A 79 years, female, white, stage:Stage IIA, dead, 538 days 4937.2
TCGA-E2-A1B5-01A 46 years, female, white, stage:Stage IIA, alive, 984 days 4934.7
TCGA-D8-A1JN-01A 80 years, female, white, stage:Stage IIIC, alive, 620 days 4922.0
TCGA-B6-A0WY-01A 40 years, female, white, stage:Stage IIIA, dead, 3461 days 4919.8
TCGA-D8-A1J8-01A 77 years, female, white, stage:Stage IIB, alive, 431 days 4919.1
TCGA-AQ-A0Y5-01A 70 years, female, white, stage:Stage IIIA, dead, 172 days 4918.2
TCGA-OL-A5RV-01A 43 years, female, black or african american, stage:Stage IIIC, alive, 1062 days 4914.4
TCGA-C8-A1HM-01A 74 years, female, asian, stage:Stage IIA, alive, 375 days 4913.0
TCGA-AC-A23G-01A 76 years, female, white, stage:Stage IIA, alive, 2248 days 4909.1
TCGA-BH-A0BD-01A 47 years, female, white, stage:Stage IIA, alive, 554 days 4908.8
TCGA-C8-A1HJ-01A 53 years, female, asian, stage:Stage IIA, alive, 5 days 4890.4
TCGA-AR-A2LM-01A 49 years, female, white, stage:Stage II, alive, 1935 days 4872.5
TCGA-AN-A041-01A 29 years, female, white, stage:Stage IIB, alive, 7 days 4872.2
TCGA-BH-A6R8-01A 46 years, female, black or african american, stage:Stage IIA, alive, 293 days 4870.1
TCGA-AC-A23E-01A 50 years, female, white, stage:Stage IIB, alive, 698 days 4859.3
TCGA-BH-A42T-01A 75 years, female, black or african american, stage:Stage IIA, dead, 320 days 4859.1
TCGA-BH-A0BF-01A 56 years, female, white, stage:Stage IIB, dead, 1324 days 4858.5
TCGA-E2-A106-01A 34 years, female, asian, stage:Stage IB, alive, 2541 days 4843.0
TCGA-S3-AA0Z-01A 63 years, female, black or african american, stage:Stage IIB, alive, 629 days 4840.7
TCGA-LD-A74U-01A 79 years, female, white, stage:Stage IIIC, alive, 402 days 4834.7
TCGA-A2-A0T0-01A 59 years, female, white, stage:Stage IIB, alive, 533 days 4827.9
TCGA-A2-A25B-01A 39 years, female, black or african american, stage:Stage IIB, alive, 1291 days 4823.7
TCGA-AC-A8OQ-01A 72 years, female, black or african american, stage:Stage IIB, alive, 34 days 4821.1
TCGA-AQ-A7U7-01A 55 years, female, white, stage:Stage IIIA, dead, 584 days 4819.1
TCGA-E9-A295-01A 71 years, female, white, stage:Stage IIA, alive, 375 days 4813.8
TCGA-EW-A1P7-01A 59 years, female, white, stage:Stage IIA, alive, 915 days 4800.1
TCGA-GM-A4E0-01A 67 years, female, white, stage:Stage IIIC, alive, 2191 days 4796.0
TCGA-E2-A14T-01A 52 years, female, white, stage:Stage IIA, alive, 2311 days 4794.4
TCGA-BH-A0AZ-01A 47 years, female, white, stage:Stage IIIA, alive, 1919 days 4791.2
TCGA-GI-A2C9-01A 58 years, female, black or african american, stage:Stage IIB, alive, 3342 days 4780.0
TCGA-E2-A108-01A 64 years, female, white, stage:Stage IIIA, alive, 837 days 4777.4
TCGA-E9-A1NE-01A 28 years, female, white, stage:Stage IIB, alive, 1088 days 4766.0
TCGA-D8-A27L-01A 49 years, female, white, stage:Stage IIIA, alive, 499 days 4765.1
TCGA-D8-A27F-01A 40 years, female, white, stage:Stage IIA, alive, 488 days 4727.2
TCGA-A2-A25A-01A 44 years, female, white, stage:Stage IIA, alive, 3276 days 4719.8
TCGA-D8-A73U-01A 88 years, female, white, stage:Stage IIA, alive, 492 days 4703.6
TCGA-AR-A0U0-01A 73 years, female, white, stage:Stage IIB, alive, 1988 days 4697.6
TCGA-E2-A1IO-01A 37 years, female, white, stage:Stage I, alive, 1855 days 4695.8
TCGA-AR-A1AM-01A 52 years, female, white, stage:Stage IIIA, alive, 2991 days 4687.1
TCGA-GM-A5PV-01A 63 years, female, white, stage:Stage IIB, alive, 412 days 4678.0
TCGA-D8-A13Y-01A 52 years, female, white, stage:Stage IA, alive, 1728 days 4675.1
TCGA-A8-A0AB-01A 54 years, female, stage:Stage IIA, alive, 518 days 4671.7
TCGA-AC-A2QI-01A 76 years, female, white, stage:Stage IIIA, alive, 588 days 4660.5
TCGA-A1-A0SD-01A 59 years, female, white, stage:Stage IIA, alive, 437 days 4658.9
TCGA-B6-A3ZX-01A 50 years, female, black or african american, stage:Stage IV, dead, 1152 days 4647.6
TCGA-EW-A1P3-01A 48 years, female, white, stage:Stage IIA, alive, 1611 days 4638.1
TCGA-E9-A1RB-01A 40 years, female, white, stage:Stage IIA, dead, 976 days 4637.6
TCGA-D8-A27H-01A 72 years, female, white, stage:Stage IIA, alive, 397 days 4634.2
TCGA-E2-A1L6-01A 44 years, female, white, stage:Stage IIA, alive, 1648 days 4623.0
TCGA-A8-A095-01A 45 years, female, stage:Stage I, alive, 1277 days 4620.4
TCGA-AO-A0J3-01A 67 years, female, white, stage:Stage IIB, alive, 651 days 4617.0
TCGA-BH-A0BC-01A 60 years, female, white, stage:Stage IIIC, alive, 974 days 4605.9
TCGA-B6-A401-01A 47 years, female, black or african american, stage:Stage IIA, alive, 2596 days 4600.5
TCGA-W8-A86G-01A 66 years, female, white, stage:Stage IIA, alive, 347 days 4596.1
TCGA-E2-A155-01A 58 years, female, white, stage:Stage IIB, alive, 640 days 4583.7
TCGA-AR-A1AW-01A 65 years, female, white, stage:Stage IIA, alive, 2632 days 4583.3
TCGA-A8-A0A6-01A 64 years, female, stage:Stage IIIC, alive, 640 days 4568.1
TCGA-D8-A1XF-01A 45 years, female, white, stage:Stage IIA, alive, 463 days 4562.5
TCGA-B6-A0WT-01A 61 years, female, white, stage:Stage IIB, alive, 5739 days 4561.9
TCGA-E2-A15K-01A 58 years, female, white, stage:Stage IIB, alive, 275 days 4557.3
TCGA-BH-A0DV-01A 54 years, female, white, stage:Stage IIIA, alive, 2064 days 4537.9
TCGA-AO-A126-01A 39 years, female, asian, stage:Stage IIA, alive, 3307 days 4528.0
TCGA-A8-A06T-01A 75 years, female, stage:Stage IIIA, alive, 1614 days 4524.5
TCGA-A2-A4S2-01A 62 years, female, white, stage:Stage IIIA, alive, 643 days 4523.8
TCGA-D8-A27R-01A 41 years, female, white, stage:Stage IIIC, alive, 307 days 4520.6
TCGA-AN-A03X-01A 74 years, female, white, stage:Stage IIA, alive, 10 days 4512.1
TCGA-A8-A06Q-01A 63 years, female, stage:Stage IIIA, alive, 31 days 4507.8
TCGA-E2-A1IJ-01A 57 years, female, white, stage:Stage I, alive, 865 days 4506.6
TCGA-AO-A03V-01A 41 years, female, white, stage:Stage I, alive, 1351 days 4499.7
TCGA-AC-A3W7-01A 66 years, female, white, stage:Stage IIB, alive, 471 days 4496.9
TCGA-BH-A0DL-01A 64 years, female, white, stage:Stage IIA, alive, 2381 days 4495.4
TCGA-E2-A1LB-01A 41 years, female, black or african american, stage:Stage IIB, alive, 2306 days 4486.8
TCGA-E2-A1IG-01A 45 years, female, white, stage:Stage IIB, alive, 2140 days 4484.1
TCGA-BH-A1FL-01A 69 years, female, white, stage:Stage IIB, dead, 1673 days 4479.8
TCGA-GM-A2D9-01A 69 years, female, white, stage:Stage I, dead, 1812 days 4469.0
TCGA-E2-A1AZ-01A 63 years, female, white, stage:Stage IIB, alive, 2329 days 4461.5
TCGA-AR-A1AU-01A 39 years, female, white, stage:Stage IIIA, alive, 2868 days 4461.4
TCGA-BH-A0B4-01A 65 years, male, white, stage:Stage IIIA, alive, 1191 days 4455.8
TCGA-B6-A0X5-01A 61 years, female, black or african american, stage:Stage IIB, dead, 2097 days 4453.8
TCGA-AN-A0AM-01A 56 years, female, white, stage:Stage IIA, alive, 5 days 4447.6
TCGA-AO-A0JE-01A 53 years, female, black or african american, stage:Stage IIIA, alive, 2335 days 4446.9
TCGA-A8-A093-01A 61 years, female, stage:Stage IIA, alive, 546 days 4446.8
TCGA-EW-A1OX-01A 43 years, female, white, stage:Stage IIA, alive, 911 days 4443.9
TCGA-AR-A252-01A 50 years, female, white, stage:Stage I, alive, 2838 days 4443.2
TCGA-E2-A1IE-01A 61 years, female, white, stage:Stage IIB, alive, 2362 days 4440.5
TCGA-A2-A0CY-01A 63 years, female, white, stage:Stage IIB, alive, 1673 days 4422.7
TCGA-E2-A1B1-01A 45 years, female, white, stage:Stage IIB, alive, 2653 days 4412.8
TCGA-BH-A202-01A 60 years, female, white, stage:Stage II, alive, 795 days 4407.8
TCGA-S3-AA10-01A 65 years, female, black or african american, stage:Stage IIA, alive, 586 days 4406.7
TCGA-OL-A5RX-01A 51 years, female, black or african american, stage:Stage IA, alive, 878 days 4396.0
TCGA-AR-A2LQ-01A 59 years, female, white, stage:Stage IIB, alive, 1233 days 4380.2
TCGA-D8-A1JM-01A 59 years, female, white, stage:Stage IIB, alive, 590 days 4374.5
TCGA-AC-A2B8-01A 84 years, female, white, stage:Stage IIB, alive, 677 days 4373.0
TCGA-A8-A08A-01A 89 years, female, stage:Stage I, alive, 30 days 4368.3
TCGA-EW-A2FV-01A 39 years, female, white, stage:Stage IIIC, alive, 788 days 4364.3
TCGA-A1-A0SH-01A 39 years, female, white, stage:Stage IIA, alive, 1437 days 4356.7
TCGA-EW-A3U0-01A 61 years, female, black or african american, stage:Stage IIIA, alive, 532 days 4354.4
TCGA-AR-A24S-01A 61 years, female, white, stage:Stage I, alive, 2976 days 4350.9
TCGA-AR-A24T-01A 46 years, female, white, stage:Stage IIIC, alive, 3202 days 4345.7
TCGA-A8-A09N-01A 57 years, female, stage:Stage IIIC, alive, 31 days 4345.0
TCGA-A8-A09W-01A 70 years, female, stage:Stage IIIB, alive, 30 days 4344.7
TCGA-BH-A0H5-01A 45 years, female, white, stage:Stage I, alive, 1620 days 4321.7
TCGA-BH-A1FJ-01A 66 years, female, white, stage:Stage IIIA, dead, 1927 days 4317.7
TCGA-E2-A1LS-01A 46 years, female, white, stage:Stage IA, alive, 1604 days 4313.5
TCGA-AN-A0XO-01A 59 years, female, white, stage:Stage IIIA, alive, 375 days 4313.2
TCGA-E9-A2JT-01A 63 years, female, white, stage:Stage IIA, alive, 288 days 4307.9
TCGA-AO-A0JF-01A 68 years, female, white, stage:Stage IIA, alive, 1980 days 4307.0
TCGA-B6-A0RL-01A 60 years, female, black or african american, stage:Stage IIA, dead, 2469 days 4303.5
TCGA-A2-A0CS-01A 73 years, female, white, stage:Stage IV, dead, 2348 days 4299.5
TCGA-AR-A1AR-01A 50 years, female, white, stage:Stage IIIA, dead, 524 days 4288.7
TCGA-D8-A1Y2-01A 71 years, female, white, stage:Stage IIA, alive, 433 days 4277.2
TCGA-EW-A424-01A 51 years, female, white, stage:Stage IIIA, alive, 715 days 4274.4
TCGA-B6-A0IP-01A 74 years, female, white, stage:Stage IA, dead, 3926 days 4268.6
TCGA-A7-A4SE-01A 54 years, female, black or african american, stage:Stage IIA, alive, 644 days 4266.2
TCGA-BH-A0BV-01A 78 years, female, white, stage:Stage IIB, alive, 1519 days 4253.2
TCGA-EW-A6SB-01A 62 years, female, black or african american, stage:Stage II, alive, 760 days 4237.1
TCGA-A2-A0ES-01A 52 years, female, white, stage:Stage IIA, alive, 2190 days 4233.1
TCGA-E2-A1LA-01A 59 years, female, stage:Stage IIA, alive, 748 days 4230.6
TCGA-EW-A1J1-01A 38 years, female, white, stage:Stage IIB, alive, 575 days 4228.6
TCGA-E9-A1R4-01A 66 years, female, white, stage:Stage IA, alive, 186 days 4228.2
TCGA-S3-A6ZF-01A 64 years, female, black or african american, stage:Stage IIA, alive, 572 days 4222.7
TCGA-LL-A440-01A 61 years, female, white, stage:Stage IA, alive, 759 days 4212.5
TCGA-AC-A2FB-01A 65 years, female, white, stage:Stage IIA, alive, 1234 days 4208.3
TCGA-D8-A1JD-01A 41 years, female, white, stage:Stage IIB, alive, 552 days 4206.2
TCGA-A7-A5ZV-01A 62 years, female, black or african american, stage:Stage IIA, alive, 368 days 4202.5
TCGA-E2-A153-01A 51 years, female, white, stage:Stage IIB, alive, 707 days 4202.0
TCGA-A2-A0T7-01A 51 years, female, white, stage:Stage IIA, alive, 631 days 4201.3
TCGA-BH-A18H-01A 63 years, female, white, stage:Stage IA, alive, 652 days 4194.0
TCGA-AC-A3YJ-01A 66 years, female, white, stage:Stage IIA, alive, 754 days 4192.1
TCGA-AN-A0XN-01A 68 years, female, white, stage:Stage IIIA, alive, 10 days 4190.0
TCGA-PL-A8LY-01A 30 years, female, black or african american, stage:Stage IIB, alive, 8 days 4182.1
TCGA-AR-A5QN-01A 68 years, female, white, stage:Stage IIIC, alive, 1013 days 4178.6
TCGA-A2-A0YL-01A 48 years, female, white, stage:Stage IIIA, alive, 1474 days 4162.8
TCGA-A1-A0SJ-01A 39 years, female, black or african american, stage:Stage IIIA, alive, 416 days 4153.9
TCGA-E2-A1IN-01A 60 years, female, white, stage:Stage I, alive, 675 days 4150.8
TCGA-B6-A0RN-01A 60 years, female, white, stage:Stage IA, alive, 8008 days 4150.0
TCGA-EW-A1IZ-01A 53 years, female, white, stage:Stage IIIA, alive, 554 days 4139.4
TCGA-BH-A0W4-01A 46 years, female, white, stage:Stage IIA, alive, 759 days 4134.9
TCGA-GM-A2DN-01A 58 years, female, white, stage:Stage IIA, alive, 3091 days 4131.8
TCGA-AR-A0TY-01A 54 years, female, white, stage:Stage IIA, dead, 1699 days 4128.7
TCGA-AR-A24Z-01A 57 years, female, white, stage:Stage IIA, alive, 3001 days 4125.1
TCGA-C8-A1HI-01A 40 years, female, asian, stage:Stage IIIA, alive, 343 days 4118.5
TCGA-A2-A25C-01A 50 years, female, white, stage:Stage IIB, alive, 523 days 4116.6
TCGA-D8-A1X5-01A 81 years, female, white, stage:Stage IIIC, alive, 565 days 4110.4
TCGA-AN-A0FT-01A 63 years, female, white, stage:Stage IIB, alive, 214 days 4107.5
TCGA-A2-A0SY-01A 62 years, female, white, stage:Stage IIIA, alive, 1347 days 4107.3
TCGA-BH-A0DD-01A 58 years, male, white, stage:Stage IIB, alive, 2486 days 4099.0
TCGA-C8-A12X-01A 62 years, female, asian, stage:Stage IIB, alive, 385 days 4094.3
TCGA-E9-A248-01A 51 years, female, white, stage:Stage IIA, alive, 59 days 4092.2
TCGA-EW-A6SC-01A 60 years, female, black or african american, stage:Stage IIA, alive, 952 days 4075.0
TCGA-E2-A14R-01A 62 years, female, white, stage:Stage IIA, alive, 1174 days 4072.9
TCGA-AR-A250-01A 58 years, female, white, stage:Stage IIA, alive, 2707 days 4071.4
TCGA-C8-A137-01A 34 years, female, asian, stage:Stage IIB, alive, 379 days 4071.0
TCGA-E2-A1B4-01A 74 years, female, white, stage:Stage IIIA, dead, 1004 days 4069.3
TCGA-A7-A426-01A 50 years, female, white, stage:Stage IIIC, alive, 364 days 4068.7
TCGA-BH-A8G0-01A 54 years, female, white, stage:Stage IIB, alive, 662 days 4064.9
TCGA-D8-A27I-01A 58 years, female, white, stage:Stage IIIA, alive, 439 days 4059.1
TCGA-E2-A10E-01A 64 years, female, white, stage:Stage IIA, alive, 865 days 4053.9
TCGA-BH-A1FD-01A 68 years, female, white, stage:Stage I, dead, 1009 days 4053.2
TCGA-A7-A2KD-01A 53 years, female, black or african american, stage:Stage IIIA, alive, 679 days 4045.7
TCGA-A7-A26J-01A 49 years, female, white, stage:Stage IIA, alive, 627 days 4038.7
TCGA-B6-A0I9-01A 62 years, female, white, stage:Stage IV, dead, 362 days 4034.9
TCGA-A8-A075-01A 42 years, female, stage:Stage IIB, alive, 518 days 4032.9
TCGA-E2-A105-01A 79 years, female, white, stage:Stage IIA, alive, 1308 days 4009.7
TCGA-A2-A0SV-01A 63 years, female, white, stage:Stage IV, dead, 825 days 3997.5
TCGA-C8-A26V-01A 47 years, female, asian, stage:Stage IIIA, alive, 616 days 3995.1
TCGA-OL-A6VQ-01A 49 years, female, white, stage:Stage IIA, alive, 600 days 3992.2
TCGA-AN-A0FW-01A 67 years, female, white, stage:Stage IIIA, alive, 11 days 3987.7
TCGA-E9-A54Y-01A 63 years, female, white, stage:Stage IIIA, alive, 725 days 3977.2
TCGA-E2-A10F-01A 47 years, female, white, stage:Stage IIA, alive, 878 days 3976.6
TCGA-BH-A0H7-01A 65 years, female, white, stage:Stage IIIA, alive, 702 days 3969.5
TCGA-A2-A0SU-01A 66 years, female, white, stage:Stage IIA, alive, 1662 days 3950.1
TCGA-A7-A0CG-01A 78 years, female, white, stage:Stage IIA, alive, 1043 days 3944.8
TCGA-A8-A09T-01A 68 years, female, stage:'--, alive, 579 days 3937.9
TCGA-D8-A3Z5-01A 54 years, female, white, stage:Stage IIIC, alive, 1015 days 3937.2
TCGA-A8-A09B-01A 58 years, female, stage:Stage IIIB, alive, 365 days 3935.3
TCGA-BH-A1ES-01A 35 years, female, white, stage:Stage IIB, dead, 3462 days 3923.7
TCGA-E9-A1N8-01A 48 years, female, white, stage:Stage IIA, alive, 1039 days 3920.9
TCGA-AR-A1AV-01A 68 years, male, white, stage:Stage IIB, alive, 1864 days 3915.0
TCGA-BH-A0DT-01A 41 years, female, white, stage:Stage IIA, alive, 2403 days 3913.6
TCGA-A2-A0EO-01A 54 years, female, white, stage:Stage IA, alive, 2442 days 3902.9
TCGA-C8-A27A-01A 48 years, female, asian, stage:Stage IIB, alive, 747 days 3901.5
TCGA-B6-A0IM-01A 75 years, female, black or african american, stage:Stage IIB, dead, 3873 days 3896.5
TCGA-OL-A5RU-01A 63 years, female, black or african american, stage:Stage IIA, alive, 1219 days 3893.1
TCGA-D8-A73X-01A 53 years, female, white, stage:Stage IIA, alive, 767 days 3883.2
TCGA-AR-A254-01A 50 years, female, white, stage:Stage IIIA, alive, 2605 days 3866.7
TCGA-BH-A1FH-01A 47 years, female, white, stage:Stage IV, dead, 1034 days 3866.3
TCGA-LL-A8F5-01A 61 years, female, black or african american, stage:Stage IIA, alive, 596 days 3850.3
TCGA-B6-A0WS-01A 58 years, female, black or african american, stage:Stage X, dead, 2965 days 3841.5
TCGA-A2-A4RY-01A 46 years, female, white, stage:Stage IIIC, alive, 648 days 3828.4
TCGA-E9-A2JS-01A 72 years, female, white, stage:Stage IIB, dead, 904 days 3828.0
TCGA-A8-A08Z-01A 76 years, female, stage:'--, alive, 1217 days 3820.3
TCGA-E2-A572-01A 72 years, female, black or african american, stage:Stage IIIA, alive, 1208 days 3810.9
TCGA-BH-A0EB-01A 69 years, female, white, stage:Stage IA, alive, 745 days 3807.5
TCGA-AN-A04A-01A 36 years, female, white, stage:Stage IIIA, alive, 90 days 3794.9
TCGA-AN-A0FX-01A 52 years, female, white, stage:Stage IIA, alive, 10 days 3794.5
TCGA-AN-A0AS-01A 70 years, female, white, stage:Stage IIIA, alive, 10 days 3794.1
TCGA-AO-A03T-01A 42 years, female, white, stage:Stage IIB, alive, 2124 days 3789.1
TCGA-AN-A0XS-01A 63 years, female, white, stage:Stage IIIA, alive, 10 days 3788.4
TCGA-EW-A1PA-01A 59 years, female, white, stage:Stage IIB, alive, 575 days 3787.2
TCGA-BH-A0HQ-01A 56 years, female, white, stage:Stage IIA, alive, 1121 days 3779.1
TCGA-EW-A1PG-01A 53 years, female, white, stage:Stage IIB, alive, 1051 days 3776.3
TCGA-D8-A1Y1-01A 80 years, female, white, stage:Stage IIIA, dead, 302 days 3775.4
TCGA-A2-A0CO-01A 85 years, female, white, stage:Stage IIB, dead, 1468 days 3768.5
TCGA-B6-A0X0-01A 54 years, female, white, stage:Stage I, dead, 3945 days 3764.1
TCGA-B6-A0I1-01A 73 years, female, black or african american, stage:Stage IIA, dead, 2361 days 3759.7
TCGA-AR-A0U2-01A 47 years, female, white, stage:Stage IIIA, dead, 2551 days 3756.3
TCGA-EW-A1PE-01A 56 years, female, white, stage:Stage IIA, alive, 320 days 3752.5
TCGA-D8-A1JA-01A 60 years, female, white, stage:'--, alive, 502 days 3752.5
TCGA-AR-A24X-01A 52 years, female, white, stage:Stage IIA, alive, 3004 days 3742.1
TCGA-AR-A24U-01A 47 years, female, white, stage:Stage IIA, alive, 3128 days 3736.6
TCGA-A2-A0D3-01A 42 years, female, white, stage:Stage IA, alive, 1873 days 3734.2
TCGA-E9-A1R2-01A 51 years, female, white, stage:Stage IIIC, alive, 1063 days 3726.3
TCGA-BH-A209-01A 77 years, female, black or african american, stage:Stage I, dead, 3959 days 3704.8
TCGA-BH-A18Q-01A 56 years, female, white, stage:Stage IIB, dead, 1692 days 3702.0
TCGA-A7-A13H-01A 61 years, female, white, stage:Stage IIB, alive, 899 days 3700.2
TCGA-A8-A09K-01A 68 years, female, stage:Stage IIA, alive, 912 days 3692.0
TCGA-BH-A0H3-01A 46 years, female, white, stage:Stage I, alive, 1928 days 3689.0
TCGA-AC-A2FO-01A 65 years, female, white, stage:Stage IIB, alive, 2255 days 3688.9
TCGA-AC-A2FF-01A 40 years, female, asian, stage:Stage IIB, alive, 2759 days 3686.1
TCGA-XX-A899-01A 46 years, female, white, stage:Stage IIIA, alive, 467 days 3683.9
TCGA-E9-A1N5-01A 45 years, female, white, stage:Stage IIB, alive, 1120 days 3681.9
TCGA-AR-A2LO-01A 46 years, female, white, stage:Stage IIB, alive, 1198 days 3670.4
TCGA-E2-A56Z-01A 69 years, female, black or african american, stage:Stage IIB, alive, 252 days 3656.1
TCGA-D8-A1XM-01A 57 years, female, white, stage:Stage IA, alive, 538 days 3653.1
TCGA-A2-A1G4-01A 71 years, female, white, stage:Stage IIIA, alive, 595 days 3652.8
TCGA-A2-A04N-01A 66 years, female, white, stage:Stage IA, alive, 4354 days 3648.6
TCGA-4H-AAAK-01A 50 years, female, white, stage:Stage IIIA, alive, 348 days 3642.7
TCGA-B6-A0WV-01A 67 years, female, white, stage:Stage IIB, dead, 2417 days 3638.8
TCGA-AR-A255-01A 62 years, female, white, stage:Stage I, alive, 2161 days 3638.1
TCGA-D8-A1Y0-01A 65 years, female, white, stage:Stage IIIA, alive, 472 days 3629.0
TCGA-AO-A125-01A 72 years, female, black or african american, stage:Stage IIA, alive, 3456 days 3624.2
TCGA-BH-A201-01A 64 years, female, white, stage:Stage IA, alive, 856 days 3623.1
TCGA-AO-A0JG-01A 49 years, female, white, stage:Stage IIIA, alive, 798 days 3621.1
TCGA-A7-A0CH-01A 79 years, female, white, stage:Stage IIA, alive, 1079 days 3619.5
TCGA-AC-A3HN-01A 87 years, female, white, stage:Stage IIB, alive, 496 days 3616.1
TCGA-S3-AA14-01A 47 years, female, black or african american, stage:Stage I, alive, 529 days 3614.5
TCGA-EW-A1J2-01A 50 years, female, black or african american, stage:'--, alive, 403 days 3604.7
TCGA-E9-A1R3-01A 70 years, female, white, stage:Stage IIIC, alive, 78 days 3599.1
TCGA-A8-A079-01A 69 years, female, stage:Stage IIIB, alive, 274 days 3596.6
TCGA-E9-A227-01A 42 years, female, white, stage:Stage IIB, alive, 975 days 3587.7
TCGA-D8-A27T-01A 53 years, female, white, stage:Stage IIIC, alive, 398 days 3586.2
TCGA-AN-A0XR-01A 55 years, female, white, stage:Stage IIIA, alive, 10 days 3577.3
TCGA-A2-A0YD-01A 63 years, female, white, stage:Stage IIB, alive, 769 days 3568.2
TCGA-AR-A5QM-01A 62 years, female, white, stage:Stage IIA, alive, 2231 days 3561.5
TCGA-AR-A24Q-01A 49 years, female, white, stage:Stage IIB, alive, 3172 days 3561.1
TCGA-A1-A0SK-01A 54 years, female, asian, stage:Stage IIA, dead, 967 days 3549.8
TCGA-AC-A8OP-01A 72 years, female, black or african american, stage:Stage IA, alive, 614 days 3547.7
TCGA-A2-A04T-01A 62 years, female, white, stage:Stage IIA, alive, 2246 days 3545.8
TCGA-BH-A0HI-01A 78 years, female, white, stage:Stage IA, alive, 620 days 3545.1
TCGA-AR-A24L-01A 26 years, female, white, stage:Stage IIB, dead, 2866 days 3545.0
TCGA-A1-A0SG-01A 61 years, female, white, stage:Stage IIB, alive, 434 days 3541.0
TCGA-A2-A0YI-01A 62 years, female, white, stage:Stage I, alive, 1505 days 3538.0
TCGA-E2-A1B0-01A 50 years, female, white, stage:Stage IIIA, alive, 1631 days 3536.6
TCGA-A8-A07J-01A 35 years, female, stage:Stage IIB, alive, 365 days 3535.6
TCGA-BH-A0BJ-01A 41 years, female, white, stage:Stage IIB, alive, 660 days 3530.1
TCGA-BH-A0H6-01A 82 years, female, white, stage:Stage I, alive, 747 days 3520.7
TCGA-B6-A0RQ-01A 68 years, female, white, stage:Stage IIB, dead, 4267 days 3507.4
TCGA-A2-A0YK-01A 61 years, female, white, stage:Stage IIA, alive, 588 days 3505.6
TCGA-B6-A408-01A 55 years, female, black or african american, stage:Stage IIIC, alive, 2072 days 3502.9
TCGA-BH-A8FZ-01A 58 years, female, white, stage:Stage IA, alive, 574 days 3500.0
TCGA-A8-A08I-01A 53 years, female, stage:Stage IIA, alive, 365 days 3495.0
TCGA-E2-A14U-01A 74 years, female, white, stage:Stage I, alive, 1318 days 3493.3
TCGA-A7-A4SB-01A 56 years, female, white, stage:Stage IIIA, alive, 418 days 3490.9
TCGA-D8-A1JH-01A 56 years, female, white, stage:Stage IA, alive, 426 days 3464.6
TCGA-AO-A0JB-01A 50 years, female, white, stage:Stage IIIA, alive, 1542 days 3460.8
TCGA-E2-A15P-01A 61 years, female, white, stage:Stage IA, alive, 595 days 3458.8
TCGA-AN-A0AR-01A 55 years, female, white, stage:Stage IIA, alive, 10 days 3453.8
TCGA-A2-A0EW-01A 53 years, female, white, stage:Stage IIIC, dead, 1884 days 3445.8
TCGA-BH-A1FB-01A 60 years, female, white, stage:Stage IIB, dead, 3669 days 3441.1
TCGA-E2-A1IH-01A 80 years, female, white, stage:Stage I, alive, 1026 days 3416.1
TCGA-AN-A0G0-01A 56 years, female, white, stage:Stage IIA, alive, 16 days 3411.5
TCGA-A2-A0T3-01A 37 years, female, white, stage:Stage IB, alive, 1516 days 3405.0
TCGA-LL-A7SZ-01A 49 years, female, black or african american, stage:Stage IIB, alive, 594 days 3391.0
TCGA-A8-A0A1-01A 84 years, female, stage:Stage IIA, alive, 365 days 3388.2
TCGA-AO-A03R-01A 57 years, female, white, stage:Stage IIB, alive, 2091 days 3384.8
TCGA-BH-A42V-01A 41 years, female, black or african american, stage:Stage IB, alive, 635 days 3381.9
TCGA-A8-A092-01A 48 years, female, stage:Stage IIIA, alive, 942 days 3380.2
TCGA-AR-A1AX-01A 64 years, female, white, stage:Stage I, alive, 2629 days 3377.2
TCGA-A8-A06P-01A 63 years, female, stage:Stage IIIA, alive, 396 days 3368.9
TCGA-A7-A4SC-01A 62 years, female, white, stage:Stage IIB, alive, 446 days 3367.2
TCGA-A2-A3XW-01A 42 years, female, black or african american, stage:Stage IIB, alive, 1712 days 3363.9
TCGA-D8-A1XY-01A 74 years, female, white, stage:Stage IIA, alive, 503 days 3358.1
TCGA-BH-A0HP-01A 65 years, female, white, stage:Stage IIIA, alive, 414 days 3353.0
TCGA-E9-A1QZ-01A 61 years, female, white, stage:Stage IIA, alive, 755 days 3352.5
TCGA-B6-A0RP-01A 73 years, female, white, stage:'--, dead, 3126 days 3345.4
TCGA-AR-A1AK-01A 70 years, female, white, stage:Stage I, alive, 3159 days 3337.7
TCGA-BH-A18M-01A 39 years, female, white, stage:Stage IIIA, dead, 2207 days 3334.1
TCGA-AO-A1KT-01A 78 years, female, white, stage:Stage IIA, alive, 541 days 3329.4
TCGA-D8-A1X7-01A 40 years, female, white, stage:Stage IIA, alive, 509 days 3326.6
TCGA-A2-A04V-01A 39 years, female, white, stage:Stage IIA, dead, 1920 days 3325.6
TCGA-AN-A0XL-01A 61 years, female, white, stage:Stage IIA, alive, 163 days 3322.5
TCGA-A2-A4RX-01A 67 years, female, black or african american, stage:Stage IIA, alive, 742 days 3318.9
TCGA-BH-A0BO-01A 54 years, female, white, stage:Stage I, alive, 2197 days 3301.8
TCGA-C8-A1HN-01A 56 years, female, asian, stage:Stage IIA, alive, 394 days 3298.3
TCGA-S3-A6ZG-01A 71 years, female, black or african american, stage:Stage IIB, alive, 562 days 3296.0
TCGA-AR-A1AL-01A 60 years, female, white, stage:Stage IIIA, alive, 2971 days 3291.8
TCGA-A8-A0A7-01A 57 years, female, stage:Stage IIB, alive, 30 days 3282.4
TCGA-A8-A07O-01A 51 years, female, stage:Stage IIA, alive, 304 days 3277.3
TCGA-A2-A0EM-01A 73 years, female, white, stage:Stage IA, alive, 3094 days 3276.8
TCGA-EW-A1IX-01A 48 years, female, asian, stage:Stage IIA, alive, 1208 days 3275.6
TCGA-AC-A6NO-01A 43 years, female, black or african american, stage:Stage IIB, alive, 51 days 3265.7
TCGA-B6-A0IH-01A 81 years, female, white, stage:Stage IIIA, dead, 2965 days 3262.3
TCGA-B6-A0RU-01A 40 years, female, white, stage:Stage IA, alive, 8605 days 3242.1
TCGA-AN-A0FF-01A 32 years, female, white, stage:Stage IA, alive, 172 days 3238.9
TCGA-A8-A09R-01A 82 years, female, stage:Stage IIB, alive, 273 days 3236.6
TCGA-A2-A04X-01A 34 years, female, white, stage:Stage IIA, alive, 1686 days 3236.0
TCGA-E9-A1RG-01A 62 years, female, white, stage:Stage IIIA, alive, 647 days 3233.4
TCGA-A8-A0A4-01A 73 years, female, stage:Stage IIA, alive, 396 days 3227.1
TCGA-AR-A0TQ-01A 27 years, female, white, stage:Stage IIIA, alive, 2991 days 3216.5
TCGA-A8-A085-01A 44 years, male, stage:Stage IIB, alive, 1124 days 3214.5
TCGA-EW-A1P5-01A 77 years, female, white, stage:Stage IIB, alive, 703 days 3214.4
TCGA-D8-A1JB-01A 54 years, female, white, stage:Stage IIB, alive, 1688 days 3213.5
TCGA-E2-A15D-01A 47 years, female, white, stage:Stage IIA, alive, 526 days 3204.6
TCGA-AO-A0J8-01A 61 years, female, white, stage:Stage IIA, alive, 680 days 3196.6
TCGA-BH-A28Q-01A 46 years, female, white, stage:Stage IIB, alive, 1119 days 3190.8
TCGA-E2-A3DX-01A 43 years, female, white, stage:Stage IIIC, alive, 1325 days 3183.8
TCGA-D8-A1XB-01A 62 years, female, white, stage:Stage IIB, alive, 552 days 3169.2
TCGA-D8-A1JP-01A 73 years, female, white, stage:Stage IA, alive, 639 days 3165.3
TCGA-AO-A12A-01A 47 years, female, white, stage:Stage IIA, alive, 3112 days 3162.3
TCGA-BH-A0C3-01A 47 years, female, white, stage:Stage I, alive, 2709 days 3158.0
TCGA-GM-A3NW-01A 63 years, female, white, stage:Stage IIA, alive, 3361 days 3157.3
TCGA-E2-A1IL-01A 78 years, female, white, stage:Stage IIA, alive, 118 days 3150.7
TCGA-A2-A0YF-01A 67 years, female, black or african american, stage:Stage I, alive, 1535 days 3146.0
TCGA-AN-A0XV-01A 67 years, female, white, stage:Stage IIIA, alive, 162 days 3145.6
TCGA-E9-A1RI-01A 43 years, female, white, stage:Stage IIIA, alive, 1449 days 3134.6
TCGA-A8-A08O-01A 45 years, female, stage:Stage IV, alive, 943 days 3132.3
TCGA-AO-A0J5-01A 48 years, female, white, stage:Stage IV, dead, 792 days 3130.4
TCGA-E9-A1RC-01A 56 years, female, white, stage:Stage IIIC, alive, 1224 days 3124.9
TCGA-AR-A1AN-01A 46 years, female, white, stage:Stage IIA, alive, 2920 days 3121.8
TCGA-BH-A0HX-01A 54 years, female, white, stage:Stage IIB, alive, 829 days 3113.9
TCGA-BH-A0DS-01A 71 years, female, white, stage:Stage IIIA, alive, 78 days 3103.5
TCGA-BH-A0DP-01A 60 years, female, white, stage:Stage IIB, alive, 476 days 3103.0
TCGA-AQ-A1H3-01A 49 years, female, white, stage:Stage IIIC, alive, 989 days 3092.3
TCGA-D8-A1JE-01A 62 years, female, white, stage:Stage IIA, alive, 575 days 3085.9
TCGA-BH-A0W5-01A 77 years, female, white, stage:Stage IIA, alive, 1288 days 3085.9
TCGA-A8-A07S-01A 73 years, female, stage:Stage IIA, alive, 243 days 3085.0
TCGA-E9-A54X-01A 85 years, female, white, stage:Stage IA, alive, 727 days 3079.9
TCGA-A8-A09D-01A 47 years, female, stage:Stage IIB, alive, 1522 days 3078.1
TCGA-A2-A0T5-01A 39 years, female, white, stage:Stage IIA, alive, 531 days 3074.2
TCGA-A2-A4S3-01A 59 years, female, black or african american, stage:Stage IIB, alive, 666 days 3072.9
TCGA-A2-A0T6-01A 50 years, female, white, stage:Stage IIB, alive, 575 days 3069.5
TCGA-E9-A226-01A 45 years, female, white, stage:Stage IIIA, dead, 1048 days 3057.5
TCGA-AO-A12E-01A 51 years, female, white, stage:Stage IIB, alive, 2142 days 3053.6
TCGA-D8-A27V-01A 62 years, female, white, stage:Stage IIA, alive, 381 days 3042.9
TCGA-A7-A3J1-01A 63 years, female, white, stage:Stage IA, alive, 343 days 3039.1
TCGA-B6-A1KN-01A 57 years, female, white, stage:Stage IIIB, alive, 4233 days 3037.8
TCGA-AR-A24M-01A 38 years, female, white, stage:Stage IIIA, alive, 3660 days 3034.5
TCGA-D8-A27P-01A 64 years, female, white, stage:Stage IA, alive, 49 days 3030.6
TCGA-E9-A1RA-01A 48 years, female, white, stage:Stage IA, alive, 1369 days 3028.7
TCGA-AC-A8OS-01A 71 years, female, white, stage:Stage IIA, alive, 70 days 3008.9
TCGA-B6-A0RO-01A 71 years, female, white, stage:Stage IIIB, alive, 4929 days 2999.3
TCGA-A8-A07P-01A 68 years, female, stage:Stage IIB, alive, 334 days 2998.8
TCGA-A8-A07W-01A 76 years, female, stage:Stage IV, alive, 304 days 2997.9
TCGA-OL-A66H-01A 74 years, female, black or african american, stage:Stage IB, alive, 812 days 2993.0
TCGA-E2-A1LK-01A 84 years, female, black or african american, stage:Stage IIIC, dead, 266 days 2980.3
TCGA-S3-AA15-01A 51 years, female, black or african american, stage:Stage IIB, alive, 525 days 2975.6
TCGA-AC-A2FM-01A 87 years, female, white, stage:Stage IIB, dead, 792 days 2965.7
TCGA-C8-A1HO-01A 34 years, female, asian, stage:Stage IIIC, alive, 375 days 2964.8
TCGA-LL-A5YM-01A 88 years, female, black or african american, stage:Stage IIIB, alive, 394 days 2958.2
TCGA-A7-A6VX-01A 68 years, female, black or african american, stage:Stage IIA, alive, 317 days 2956.5
TCGA-A8-A08G-01A 41 years, female, stage:Stage IIA, alive, 607 days 2956.3
TCGA-AR-A24O-01A 43 years, female, white, stage:Stage IIIA, alive, 3607 days 2945.7
TCGA-C8-A12O-01A 50 years, female, asian, stage:Stage IIA, alive, 385 days 2944.0
TCGA-E2-A1BC-01A 63 years, female, stage:Stage IA, alive, 501 days 2943.9
TCGA-EW-A1J5-01A 59 years, female, white, stage:Stage IIB, alive, 477 days 2940.9
TCGA-E2-A1IK-01A 71 years, female, white, stage:Stage IIA, alive, 1800 days 2933.8
TCGA-BH-A18U-01A 72 years, female, white, stage:Stage IIIA, dead, 1563 days 2918.4
TCGA-E2-A10B-01A 67 years, female, white, stage:Stage IIB, alive, 1141 days 2917.9
TCGA-D8-A1XO-01A 56 years, female, white, stage:Stage IIB, alive, 1682 days 2917.8
TCGA-A2-A1FW-01A 62 years, female, white, stage:Stage IIIA, alive, 528 days 2915.3
TCGA-D8-A27K-01A 47 years, female, white, stage:Stage IIB, alive, 1461 days 2910.7
TCGA-AN-A0FL-01A 62 years, female, white, stage:Stage IIA, alive, 231 days 2906.0
TCGA-E2-A10A-01A 41 years, female, white, stage:Stage IIB, alive, 1229 days 2905.2
TCGA-E2-A14W-01A 78 years, male, white, stage:Stage IIA, alive, 974 days 2901.1
TCGA-E2-A15G-01A 76 years, female, white, stage:Stage IIA, alive, 554 days 2900.9
TCGA-E9-A249-01A 45 years, female, white, stage:Stage IIA, alive, 217 days 2899.6
TCGA-S3-AA17-01A 64 years, female, black or african american, stage:Stage IIB, alive, 424 days 2891.4
TCGA-E2-A15L-01A 65 years, female, black or african american, stage:Stage IIA, alive, 626 days 2887.0
TCGA-E9-A1RD-01A 67 years, female, white, stage:Stage IIA, alive, 34 days 2876.3
TCGA-E2-A158-01A 43 years, female, white, stage:Stage IIA, alive, 450 days 2872.6
TCGA-D8-A1JU-01A 51 years, female, white, stage:Stage IA, alive, 447 days 2867.0
TCGA-EW-A1PD-01A 61 years, male, white, stage:Stage IIA, alive, 424 days 2864.8
TCGA-E2-A15E-01A 40 years, female, white, stage:Stage IIA, alive, 630 days 2861.8
TCGA-E2-A15I-01A 44 years, female, white, stage:Stage IIA, alive, 1692 days 2841.9
TCGA-D8-A147-01A 45 years, female, white, stage:'--, alive, 584 days 2835.2
TCGA-BH-A204-01A 80 years, female, white, stage:Stage IIB, dead, 2534 days 2825.0
TCGA-AN-A0XP-01A 69 years, female, white, stage:Stage IIIA, alive, 9 days 2821.2
TCGA-BH-A0B1-01A 66 years, female, white, stage:Stage IIB, alive, 1148 days 2818.3
TCGA-AN-A0FK-01A 88 years, female, white, stage:Stage IIIB, alive, 213 days 2815.6
TCGA-AO-A12C-01A 42 years, female, white, stage:Stage IIB, alive, 2372 days 2807.4
TCGA-E9-A1R7-01A 64 years, female, white, stage:Stage IIA, alive, 1467 days 2800.9
TCGA-AN-A049-01A 62 years, female, white, stage:Stage IIA, alive, 19 days 2799.4
TCGA-E2-A14X-01A 55 years, female, black or african american, stage:Stage IIIA, alive, 972 days 2799.3
TCGA-D8-A4Z1-01A 68 years, female, white, stage:Stage IA, alive, 659 days 2793.5
TCGA-D8-A145-01A 80 years, female, white, stage:Stage IIA, alive, 410 days 2786.4
TCGA-AN-A0FS-01A 55 years, female, white, stage:Stage IA, alive, 210 days 2781.7
TCGA-E9-A1N4-01A 41 years, female, white, stage:Stage IIIA, alive, 1000 days 2780.4
TCGA-E2-A2P6-01A 77 years, female, stage:Stage IIB, alive, 1051 days 2774.3
TCGA-A8-A09M-01A 75 years, female, stage:Stage IIIC, alive, 1006 days 2772.8
TCGA-BH-A0EI-01A 51 years, female, white, stage:Stage IIA, alive, 1926 days 2763.8
TCGA-C8-A12W-01A 49 years, female, asian, stage:Stage IIIB, alive, 385 days 2763.1
TCGA-AC-A8OR-01A 75 years, female, white, stage:Stage IA, alive, 40 days 2753.4
TCGA-A8-A09V-01A 51 years, female, stage:Stage IIA, alive, 457 days 2748.9
TCGA-E2-A154-01A 68 years, female, white, stage:Stage I, alive, 591 days 2745.9
TCGA-EW-A1IY-01A 38 years, female, asian, stage:Stage I, alive, 258 days 2742.3
TCGA-A1-A0SN-01A 50 years, female, white, stage:Stage IIA, alive, 1196 days 2741.3
TCGA-A8-A0A9-01A 80 years, female, stage:Stage IIA, alive, 822 days 2727.6
TCGA-AN-A0FY-01A 55 years, female, white, stage:Stage IA, alive, 10 days 2724.9
TCGA-E9-A1R0-01A 58 years, female, white, stage:Stage IIA, alive, 860 days 2722.5
TCGA-BH-A0DH-01A 63 years, female, white, stage:Stage IIB, alive, 1156 days 2718.6
TCGA-B6-A2IU-01A 62 years, female, white, stage:Stage IIA, alive, 5176 days 2717.3
TCGA-D8-A1XD-01A 36 years, female, white, stage:Stage IIIA, alive, 522 days 2715.9
TCGA-AC-A2FK-01A 45 years, female, white, stage:Stage IIIC, alive, 2650 days 2714.6
TCGA-BH-A0HN-01A 67 years, female, white, stage:Stage IA, alive, 516 days 2708.0
TCGA-LD-A7W6-01A 54 years, female, white, stage:Stage IIB, alive, 404 days 2693.6
TCGA-A2-A0YH-01A 53 years, female, white, stage:Stage IIIA, alive, 659 days 2687.5
TCGA-D8-A1JF-01A 79 years, female, white, stage:Stage IIIA, alive, 366 days 2681.0
TCGA-AR-A24P-01A 47 years, female, white, stage:Stage I, alive, 84 days 2669.6
TCGA-D8-A1XW-01A 53 years, female, white, stage:Stage IIA, alive, 1309 days 2655.5
TCGA-A8-A07Z-01A 85 years, female, stage:Stage IIA, alive, 1371 days 2654.8
TCGA-BH-A0EA-01A 72 years, female, white, stage:Stage IIA, dead, 991 days 2642.6
TCGA-BH-A1EU-01A 83 years, female, white, stage:Stage I, dead, 1286 days 2641.6
TCGA-AR-A2LN-01A 65 years, female, white, stage:Stage IIA, alive, 1161 days 2616.2
TCGA-A2-A3KD-01A 47 years, female, white, stage:Stage IIIA, alive, 1206 days 2603.2
TCGA-BH-A1F2-01A 53 years, female, white, stage:Stage IIIB, dead, 959 days 2594.1
TCGA-AO-A03P-01A 54 years, female, black or african american, stage:Stage IIB, dead, 2911 days 2591.7
TCGA-EW-A1J6-01A 70 years, female, white, stage:Stage I, alive, 875 days 2591.4
TCGA-BH-A0AU-01A 45 years, female, white, stage:Stage IIA, alive, 1914 days 2587.5
TCGA-A2-A0CV-01A 41 years, female, asian, stage:Stage IIB, alive, 3011 days 2573.6
TCGA-AR-A2LK-01A 62 years, female, white, stage:Stage III, dead, 1649 days 2563.2
TCGA-EW-A1OY-01A 63 years, female, white, stage:Stage IIA, alive, 908 days 2561.5
TCGA-A8-A086-01A 59 years, female, stage:Stage IIA, alive, 396 days 2550.7
TCGA-A1-A0SB-01A 70 years, female, white, stage:Stage I, alive, 259 days 2545.0
TCGA-BH-A1EO-01A 68 years, female, white, stage:Stage IIA, dead, 2798 days 2539.3
TCGA-A8-A099-01A 76 years, female, stage:Stage X, alive, 304 days 2538.8
TCGA-AO-A12G-01A 75 years, female, white, stage:Stage IIA, alive, 1639 days 2526.6
TCGA-D8-A73W-01A 79 years, female, white, stage:Stage IIIA, dead, 385 days 2526.3
TCGA-AR-A24H-01A 65 years, female, white, stage:Stage IIA, alive, 4894 days 2522.4
TCGA-EW-A1P6-01A 64 years, female, white, stage:Stage IIB, alive, 562 days 2521.4
TCGA-A8-A082-01A 58 years, female, stage:Stage IIB, alive, 549 days 2508.0
TCGA-D8-A1X9-01A 66 years, female, white, stage:Stage IIB, alive, 727 days 2507.9
TCGA-AR-A0TP-01A 43 years, female, white, stage:Stage IIA, alive, 4275 days 2500.5
TCGA-A2-A0YT-01A 56 years, female, white, stage:Stage IIIB, dead, 723 days 2493.4
TCGA-A7-A26H-01A 72 years, female, white, stage:Stage IIA, alive, 724 days 2492.4
TCGA-AC-A2FG-01A 79 years, female, white, stage:Stage IIB, alive, 1853 days 2491.3
TCGA-A8-A08T-01A 64 years, female, stage:Stage IV, dead, 3409 days 2488.6
TCGA-A2-A0YC-01A 59 years, female, white, stage:Stage IIB, alive, 990 days 2482.2
TCGA-C8-A1HE-01A 59 years, female, asian, stage:Stage IIA, alive, 375 days 2454.1
TCGA-BH-A0HL-01A 56 years, female, white, stage:Stage IIB, alive, 72 days 2453.0
TCGA-BH-A0DE-01A 62 years, female, white, stage:Stage IIA, alive, 2372 days 2442.7
TCGA-D8-A1XR-01A 56 years, female, white, stage:Stage IIB, alive, 482 days 2427.4
TCGA-E2-A15O-01A 89 years, female, black or african american, stage:Stage I, alive, 289 days 2410.1
TCGA-A7-A0CD-01A 66 years, female, white, stage:Stage I, alive, 1165 days 2405.8
TCGA-BH-A0E7-01A 79 years, female, white, stage:Stage IIB, alive, 1363 days 2398.1
TCGA-BH-A28O-01A 50 years, female, white, stage:Stage IIIC, alive, 1120 days 2394.3
TCGA-A2-A04R-01A 36 years, female, black or african american, stage:Stage IA, alive, 3709 days 2391.5
TCGA-B6-A0IA-01A 51 years, female, white, stage:Stage IIA, alive, 8391 days 2387.9
TCGA-A8-A09Q-01A 83 years, female, stage:Stage IIIB, alive, 761 days 2374.6
TCGA-A2-A1G6-01A 50 years, female, white, stage:Stage IIIA, alive, 501 days 2372.9
TCGA-BH-A18R-01A 50 years, female, white, stage:Stage IIA, dead, 1142 days 2363.6
TCGA-AO-A0J7-01A 71 years, female, white, stage:Stage IIB, alive, 618 days 2360.2
TCGA-AN-A0XT-01A 54 years, female, white, stage:Stage IIIA, alive, 10 days 2358.8
TCGA-B6-A1KI-01A 63 years, female, white, stage:Stage I, alive, 2236 days 2355.9
TCGA-AO-A0JJ-01A 54 years, female, white, stage:Stage IIB, alive, 1887 days 2354.2
TCGA-MS-A51U-01A 44 years, female, white, stage:Stage IIB, alive, 681 days 2353.6
TCGA-E9-A24A-01A 69 years, female, white, stage:Stage IIA, alive, 747 days 2352.6
TCGA-A7-A3IZ-01A 62 years, female, white, stage:Stage IIA, alive, 322 days 2328.1
TCGA-A2-A0CQ-01A 62 years, female, black or african american, stage:Stage IA, alive, 2695 days 2318.1
TCGA-E2-A1LG-01A 50 years, female, black or african american, stage:Stage IIA, alive, 1523 days 2302.8
TCGA-A7-A26G-01A 50 years, female, black or african american, stage:Stage IIA, alive, 722 days 2299.2
TCGA-BH-A1FR-01A 73 years, female, white, stage:Stage IIIB, dead, 1642 days 2287.6
TCGA-BH-A0BA-01A 51 years, female, white, stage:Stage IIIC, alive, 1132 days 2283.5
TCGA-BH-AB28-01A 53 years, female, white, stage:Stage IIIA, alive, 287 days 2280.2
TCGA-AR-A24V-01A 52 years, female, white, stage:Stage IIB, alive, 3203 days 2261.8
TCGA-D8-A1X8-01A 62 years, female, white, stage:Stage IIIA, alive, 783 days 2250.8
TCGA-D8-A1XZ-01A 81 years, female, white, stage:Stage IIIA, alive, 466 days 2217.4
TCGA-E2-A15C-01A 61 years, female, white, stage:Stage I, alive, 694 days 2201.9
TCGA-AR-A24R-01A 45 years, female, white, stage:Stage IIIA, alive, 3430 days 2196.4
TCGA-A7-A3J0-01A 62 years, female, white, stage:Stage IIA, alive, 313 days 2182.1
TCGA-A2-A0D4-01A 37 years, female, black or african american, stage:Stage IIB, alive, 767 days 2157.7
TCGA-AR-A0TW-01A 50 years, female, white, stage:Stage IIIA, alive, 3009 days 2155.2
TCGA-E2-A1IU-01A 60 years, female, white, stage:Stage IA, alive, 337 days 2152.4
TCGA-A2-A259-01A 70 years, female, black or african american, stage:Stage I, alive, 1596 days 2134.7
TCGA-E9-A1R6-01A 63 years, female, white, stage:Stage IIA, alive, 339 days 2132.9
TCGA-5T-A9QA-01A 52 years, female, black or african american, stage:Stage IIA, alive, 303 days 2122.0
TCGA-A8-A06Y-01A 66 years, female, stage:Stage IIA, alive, 791 days 2121.1
TCGA-A8-A09E-01A 73 years, female, stage:Stage IIIB, alive, 1492 days 2104.5
TCGA-GI-A2C8-01A 63 years, female, white, stage:Stage IIIB, alive, 225 days 2086.3
TCGA-E9-A245-01A 47 years, female, white, stage:Stage IIB, dead, 26 days 2073.6
TCGA-A8-A07L-01A 58 years, female, stage:Stage IIIA, alive, 975 days 2051.9
TCGA-E2-A156-01A 61 years, female, white, stage:Stage I, alive, 726 days 2051.6
TCGA-D8-A140-01A 62 years, female, white, stage:Stage IIB, alive, 403 days 2046.9
TCGA-B6-A0I8-01A 46 years, female, white, stage:Stage X, dead, 749 days 2042.5
TCGA-BH-A0E1-01A 52 years, female, white, stage:Stage IIB, alive, 477 days 2035.9
TCGA-D8-A1XS-01A 48 years, male, white, stage:Stage IIIC, alive, 496 days 2035.6
TCGA-BH-A0BM-01A 54 years, female, white, stage:Stage IIB, alive, 1876 days 1995.9
TCGA-A2-A25E-01A 34 years, female, black or african american, stage:Stage IIIA, alive, 3204 days 1981.0
TCGA-A8-A0A2-01A 66 years, female, stage:Stage IIA, alive, 579 days 1975.9
TCGA-D8-A1JS-01A 77 years, female, white, stage:Stage IA, alive, 371 days 1975.3
TCGA-D8-A1XG-01A 86 years, female, white, stage:Stage IIIB, alive, 448 days 1972.3
TCGA-AR-A0TZ-01A 43 years, female, white, stage:'--, dead, 3262 days 1951.4
TCGA-A8-A08C-01A 65 years, female, stage:Stage IIA, alive, 881 days 1948.3
TCGA-A2-A0EU-01A 79 years, female, white, stage:Stage IA, alive, 1043 days 1938.3
TCGA-A7-A0D9-01A 37 years, female, white, stage:Stage IIA, alive, 1139 days 1907.2
TCGA-AO-A1KO-01A 46 years, female, white, stage:Stage IIB, alive, 622 days 1904.5
TCGA-GM-A2DC-01A 57 years, female, white, stage:Stage IIA, alive, 2535 days 1858.6
TCGA-A7-A13F-01A 44 years, female, white, stage:Stage IIIA, alive, 765 days 1841.2
TCGA-GM-A2DM-01A 57 years, female, white, stage:Stage IIA, alive, 3226 days 1841.1
TCGA-AR-A24N-01A 54 years, female, white, stage:Stage I, alive, 3035 days 1827.0
TCGA-A2-A0ER-01A 63 years, female, white, stage:Stage IB, alive, 2263 days 1821.4
TCGA-D8-A1XC-01A 85 years, female, white, stage:Stage IIIB, dead, 377 days 1819.1
TCGA-A8-A06Z-01A 84 years, female, stage:Stage IIB, alive, 31 days 1818.2
TCGA-EW-A2FW-01A 52 years, female, white, stage:Stage IIA, alive, 672 days 1812.6
TCGA-BH-A18S-01A 79 years, female, white, stage:Stage I, dead, 2009 days 1804.5
TCGA-AR-A0TR-01A 68 years, female, white, stage:Stage IIB, dead, 160 days 1792.1
TCGA-E9-A5UO-01A 41 years, female, white, stage:Stage IIA, alive, 785 days 1791.2
TCGA-E9-A1R5-01A 63 years, female, white, stage:Stage IA, alive, 92 days 1787.9
TCGA-AO-A1KS-01A 69 years, female, white, stage:Stage IIA, alive, 350 days 1775.0
TCGA-E2-A15J-01A 51 years, female, white, stage:Stage I, alive, 1640 days 1773.4
TCGA-PL-A8LX-01A 35 years, female, black or african american, stage:Stage IV, alive, 5 days 1766.7
TCGA-E9-A1RE-01A 74 years, female, white, stage:Stage IIIA, alive, 1419 days 1753.1
TCGA-BH-A1ET-01A 55 years, female, white, stage:Stage I, dead, 2520 days 1713.3
TCGA-A2-A1G0-01A 49 years, female, white, stage:Stage IIB, alive, 616 days 1712.4
TCGA-AC-A4ZE-01A 63 years, female, white, stage:Stage IIB, alive, 890 days 1708.7
TCGA-AO-A0JI-01A 56 years, female, white, stage:Stage IIA, alive, 1528 days 1677.1
TCGA-A8-A0AD-01A 83 years, female, stage:Stage I, alive, 1157 days 1656.2
TCGA-BH-A8FY-01A 87 years, female, white, stage:Stage IA, dead, 295 days 1650.9
TCGA-AO-A12H-01A 69 years, female, black or african american, stage:Stage IIA, alive, 1234 days 1647.3
TCGA-A8-A097-01A 65 years, female, stage:Stage IIB, alive, 365 days 1645.3
TCGA-BH-A0B8-01A 64 years, female, white, stage:Stage I, alive, 1569 days 1600.4
TCGA-A2-A0CU-01A 73 years, female, white, stage:Stage IIA, dead, 158 days 1588.3
TCGA-BH-A0H0-01A 69 years, female, white, stage:Stage IA, alive, 461 days 1578.8
TCGA-E2-A15S-01A 34 years, female, white, stage:Stage IIB, alive, 428 days 1573.5
TCGA-AN-A03Y-01A 66 years, female, white, stage:Stage IIA, alive, 10 days 1556.9
TCGA-D8-A1XA-01A 64 years, female, white, stage:Stage IA, alive, 839 days 1529.4
TCGA-B6-A0X4-01A 62 years, female, white, stage:Stage IIB, dead, 860 days 1525.3
TCGA-OL-A6VR-01A 48 years, female, black or african american, stage:Stage IA, alive, 1220 days 1515.7
TCGA-3C-AAAU-01A 55 years, female, white, stage:Stage X, alive, 4047 days 1511.2
TCGA-AR-A2LE-01A 69 years, female, white, stage:Stage I, alive, 5062 days 1508.0
TCGA-S3-AA12-01A 82 years, female, black or african american, stage:Stage IIIA, alive, 574 days 1492.1
TCGA-AR-A24W-01A 55 years, female, white, stage:Stage IIB, alive, 1550 days 1488.1
TCGA-B6-A0RM-01A 57 years, female, black or african american, stage:Stage X, dead, 2373 days 1482.4
TCGA-A2-A4S0-01A 77 years, female, white, stage:Stage IIA, alive, 706 days 1480.5
TCGA-BH-A1FG-01A 88 years, female, white, stage:Stage I, dead, 577 days 1458.3
TCGA-A1-A0SQ-01A 45 years, female, white, stage:Stage IIB, alive, 554 days 1452.1
TCGA-AO-A1KP-01A 77 years, female, white, stage:Stage IIA, alive, 2953 days 1428.0
TCGA-A2-A0CT-01A 71 years, female, white, stage:Stage IIA, alive, 2289 days 1419.9
TCGA-E2-A15F-01A 64 years, female, white, stage:Stage I, alive, 658 days 1409.1
TCGA-BH-A18N-01A 88 years, female, white, stage:Stage IIA, dead, 468 days 1377.7
TCGA-D8-A27W-01A 55 years, female, white, stage:Stage IIIB, alive, 373 days 1363.6
TCGA-E2-A15T-01A 65 years, female, white, stage:Stage IIA, alive, 1563 days 1356.3
TCGA-A2-A1FV-01A 74 years, female, white, stage:Stage IIB, alive, 714 days 1353.2
TCGA-A8-A06O-01A 60 years, female, stage:Stage I, alive, 396 days 1345.4
TCGA-A2-A1FX-01A 61 years, female, white, stage:Stage IIIA, alive, 1847 days 1314.0
TCGA-BH-A0HK-01A 81 years, female, white, stage:Stage IIB, alive, 178 days 1313.3
TCGA-E2-A15R-01A 64 years, female, white, stage:Stage IIA, alive, 1732 days 1276.2
TCGA-AQ-A1H2-01A 84 years, female, white, stage:Stage IIIA, alive, 475 days 1275.2
TCGA-D8-A27E-01A 66 years, female, white, stage:Stage IA, alive, 530 days 1243.3
TCGA-AR-A0TV-01A 66 years, female, stage:Stage IIA, alive, 2288 days 1242.7
TCGA-BH-A0HO-01A 48 years, female, white, stage:Stage IIA, alive, 76 days 1239.1
TCGA-E9-A3Q9-01A 78 years, female, white, stage:Stage IIIC, alive, 1001 days 1201.2
TCGA-AC-A2BM-01A 41 years, female, black or african american, stage:Stage IIB, alive, 3022 days 1196.6
TCGA-D8-A1XV-01A 84 years, female, white, stage:Stage IIA, alive, 461 days 1178.9
TCGA-E9-A1N3-01A 70 years, female, white, stage:Stage IIIA, alive, 1059 days 1175.0
TCGA-AR-A24K-01A 46 years, female, white, stage:Stage IIA, alive, 1548 days 1151.1
TCGA-A8-A091-01A 61 years, female, stage:Stage IIA, alive, 1004 days 1150.4
TCGA-LL-A442-01A 56 years, female, black or african american, stage:Stage IIA, alive, 889 days 1118.0
TCGA-BH-A0HW-01A 62 years, female, asian, stage:Stage IA, alive, 1561 days 1117.9
TCGA-A7-A3RF-01A 79 years, female, white, stage:Stage IIA, alive, 408 days 1086.9
TCGA-A2-A0ET-01A 58 years, female, white, stage:Stage IIIA, alive, 1066 days 1077.2
TCGA-EW-A1P0-01A 55 years, female, white, stage:Stage IIB, alive, 1251 days 1069.1
TCGA-AO-A12B-01A 63 years, female, white, stage:Stage IIA, alive, 2989 days 1048.6
TCGA-A7-A0DC-01A 63 years, female, white, stage:Stage IA, alive, 906 days 1023.7
TCGA-E9-A5UP-01A 63 years, female, white, stage:Stage IIA, alive, 803 days 1004.1
TCGA-BH-A1F5-01A 62 years, female, white, stage:Stage IIA, dead, 2712 days 960.1
TCGA-D8-A1X6-01A 80 years, female, white, stage:Stage IIIA, alive, 541 days 943.7
TCGA-D8-A1JI-01A 54 years, female, white, stage:Stage IIA, alive, 577 days 909.1
TCGA-BH-A18L-01A 50 years, female, white, stage:Stage IIIA, dead, 811 days 710.5
TCGA-D8-A1JT-01A 70 years, female, white, stage:Stage IIA, alive, 405 days 581.6
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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.

TMSB10 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.

: 4416.62
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 3155.6
Number of samples 50
Samples
Sample Description pTPM
DO228246 26 years, female, NA, stage:3, dead, 327 days 8777.2
DO228247 33 years, female, NA, stage:3, dead, 2584 days 8438.5
DO228431 32 years, female, NA, stage:2, alive, 2915 days 5417.7
DO228383 30 years, female, NA, stage:2, alive, 3975 days 5308.4
DO228290 31 years, female, NA, stage:2, alive, 4268 days 5026.3
DO228321 35 years, female, NA, stage:2, dead, 4286 days 5007.4
DO228256 29 years, female, NA, stage:2, alive, 2312 days 4818.3
DO228477 33 years, female, NA, stage:3, alive, 2188 days 4608.6
DO228471 28 years, female, NA, stage:2, alive, 1827 days 4487.5
DO228260 32 years, female, NA, stage:2, alive, 3026 days 4463.7
DO228439 33 years, female, NA, stage:1, alive, 1845 days 4437.2
DO228300 35 years, female, NA, stage:2, alive, 952 days 4396.1
DO228268 35 years, female, NA, stage:2, alive, 5084 days 4358.9
DO228460 25 years, female, NA, stage:2, alive, 3385 days 4288.0
DO228276 32 years, female, NA, stage:2, alive, 4613 days 3945.6
DO228502 27 years, female, NA, stage:1, alive, 164 days 3915.6
DO228404 29 years, female, NA, stage:1, alive, 3737 days 3869.8
DO228426 35 years, female, NA, stage:2, alive, 4129 days 3783.1
DO228340 34 years, female, NA, stage:3, dead, 1051 days 3769.9
DO228283 33 years, female, NA, stage:3, alive, 5180 days 3642.6
DO228509 33 years, female, NA, stage:1, alive, 377 days 3523.5
DO228449 27 years, female, NA, stage:2, alive, 4896 days 3399.6
DO228262 33 years, female, NA, stage:2, alive, 3889 days 3286.7
DO228295 31 years, female, NA, stage:2, dead, 2616 days 3225.9
DO228427 31 years, female, NA, stage:2, alive, 3995 days 3019.0
DO228441 29 years, female, NA, stage:1, dead, 147 days 2859.0
DO228488 30 years, female, NA, stage:2, alive, 991 days 2838.1
DO228516 35 years, female, NA, stage:2, alive, 447 days 2648.4
DO228293 28 years, female, NA, stage:2, alive, 4339 days 2584.3
DO228499 29 years, female, NA, stage:1, alive, 284 days 2566.6
DO228423 34 years, female, NA, stage:2, alive, 4136 days 2522.0
DO228307 35 years, female, NA, stage:2, alive, 4928 days 2388.7
DO228433 34 years, female, NA, stage:3, alive, 1929 days 2309.4
DO228409 31 years, female, NA, stage:1, alive, 4423 days 2299.4
DO228350 34 years, female, NA, stage:1, alive, 3069 days 2191.8
DO228356 33 years, female, NA, stage:2, dead, 3732 days 2115.9
DO228521 32 years, female, NA, stage:1, alive, 287 days 2080.9
DO228506 32 years, female, NA, stage:1, alive, 489 days 2028.7
DO229483 34 years, female, NA, stage:0, alive, 299 days 2016.8
DO228479 27 years, female, NA, stage:2, alive, 1985 days 1885.2
DO228319 35 years, female, NA, stage:1, alive, 4716 days 1882.6
DO228483 34 years, female, NA, stage:0, alive, 1994 days 1783.0
DO228452 32 years, female, NA, stage:2, dead, 1354 days 1570.6
DO228453 34 years, female, NA, stage:0, alive, 4157 days 1044.7
DO228272 32 years, female, NA, stage:2, alive, 4126 days 974.6
DO228455 34 years, female, NA, stage:1, alive, 3115 days 635.5
DO228310 33 years, female, NA, stage:2, dead, 153 days 474.9
DO228266 33 years, female, NA, stage:2, dead, 3785 days 379.9
DO228430 31 years, female, NA, stage:1, alive, 4647 days 314.8
DO228332 33 years, female, NA, stage:2, alive, 4776 days 171.5
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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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