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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.
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
: Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A 5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A 5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as median 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 FPKM
8717.7
Number of samples
285
Samples
Sample
Description
FPKM
TCGA-SX-A7SS-01A
67 years, male, white, stage:i, alive, 1615 days
38557.1
TCGA-BQ-7058-01A
81 years, male, white, stage:iii, dead, 343 days
35603.5
TCGA-BQ-5881-01A
69 years, male, white, stage:i, alive, 1454 days
32889.0
TCGA-J7-A8I2-01A
75 years, male, asian, stage:i, alive, 307 days
30880.1
TCGA-DW-7963-01B
43 years, male, black or african american, stage:i, alive, 1240 days
28523.6
TCGA-WN-AB4C-01A
female, white, stage:i, alive, 1188 days
27167.1
TCGA-BQ-5886-01A
75 years, male, white, stage:iii, alive, 792 days
26988.6
TCGA-5P-A9K2-01A
62 years, male, white, alive, 2392 days
26491.2
TCGA-BQ-5880-01A
79 years, male, white, stage:iii, dead, 1314 days
25024.0
TCGA-BQ-7044-01A
73 years, male, white, stage:iii, alive, 3760 days
24771.0
TCGA-HE-A5NI-01A
73 years, male, stage:i, alive, 360 days
24696.9
TCGA-5P-A9K3-01A
59 years, male, white, dead, 471 days
24438.9
TCGA-GL-A4EM-01A
62 years, male, white, stage:i, alive, 32 days
23173.6
TCGA-A4-A5Y0-01A
61 years, female, white, stage:i, alive, 252 days
22687.4
TCGA-HE-A5NL-01A
51 years, male, stage:i, alive, 767 days
21821.3
TCGA-A4-8518-01A
48 years, male, white, stage:i, alive, 600 days
21743.4
TCGA-B1-A47N-01A
62 years, male, white, stage:i, alive, 1110 days
21499.1
TCGA-G7-6795-01A
56 years, male, white, stage:i, alive, 1194 days
21019.9
TCGA-G7-A8LB-01A
70 years, male, white, stage:iv, alive, 547 days
20965.6
TCGA-A4-A48D-01A
85 years, male, black or african american, stage:i, alive, 379 days
20881.1
TCGA-B9-4617-01A
41 years, male, black or african american, alive, 35 days
19487.8
TCGA-UZ-A9Q0-01A
60 years, male, white, stage:i, alive, 3368 days
19180.7
TCGA-5P-A9JW-01A
64 years, male, white, alive, 3241 days
18927.5
TCGA-UZ-A9Q1-01A
88 years, female, white, stage:i, alive, 1562 days
18917.1
TCGA-GL-6846-01A
52 years, male, white, stage:iv, alive, 5925 days
18834.4
TCGA-2Z-A9JO-01A
56 years, female, black or african american, stage:i, alive, 949 days
18639.3
TCGA-B9-A44B-01A
70 years, male, black or african american, stage:iii, alive, 361 days
18638.7
TCGA-5P-A9KE-01A
70 years, male, white, alive, 824 days
18305.9
TCGA-Y8-A8RZ-01A
55 years, male, white, stage:i, alive, 112 days
18162.0
TCGA-P4-AAVM-01A
69 years, male, white, stage:i, alive, 1539 days
18118.4
TCGA-B9-A8YI-01A
79 years, male, black or african american, stage:i, alive, 374 days
17945.8
TCGA-A4-7584-01A
59 years, male, black or african american, stage:i, alive, 650 days
17755.2
TCGA-AL-3471-01A
74 years, male, white, stage:i, dead, 1500 days
17575.5
TCGA-2Z-A9JT-01A
71 years, male, white, stage:i, alive, 684 days
17416.2
TCGA-BQ-7056-01A
75 years, female, white, stage:iii, alive, 612 days
17117.7
TCGA-SX-A7SO-01A
64 years, male, white, stage:i, alive, 1257 days
16735.1
TCGA-A4-8098-01A
73 years, male, black or african american, stage:i, alive, 896 days
16138.4
TCGA-A4-8311-01A
60 years, male, white, stage:i, alive, 729 days
15579.7
TCGA-2Z-A9JP-01A
63 years, male, white, stage:i, alive, 893 days
15312.5
TCGA-IZ-8195-01A
82 years, male, white, stage:ii, alive, 677 days
15210.4
TCGA-A4-8630-01A
59 years, female, white, stage:i, alive, 436 days
15149.2
TCGA-BQ-5890-01A
69 years, male, white, stage:iii, alive, 233 days
15065.6
TCGA-2Z-A9J3-01A
67 years, male, white, stage:ii, dead, 1771 days
15036.6
TCGA-BQ-5875-01A
66 years, female, white, stage:iii, alive, 2639 days
14994.0
TCGA-5P-A9K6-01A
64 years, male, white, alive, 1914 days
14871.7
TCGA-G7-6796-01A
58 years, male, white, stage:i, alive, 2173 days
14775.7
TCGA-BQ-7060-01A
53 years, male, american indian or alaska native, stage:i, alive, 214 days
14580.1
TCGA-2Z-A9JD-01A
66 years, male, white, stage:i, alive, 1060 days
14452.1
TCGA-SX-A71V-01A
80 years, male, white, stage:i, alive, 876 days
14228.7
TCGA-5P-A9JU-01A
81 years, male, white, stage:iii, alive, 373 days
13805.8
TCGA-AL-3472-01A
57 years, male, black or african american, alive, 2029 days
13800.5
TCGA-DW-5560-01A
38 years, female, white, stage:i, alive, 1486 days
13776.2
TCGA-5P-A9KH-01A
77 years, male, white, alive, 2051 days
13759.4
TCGA-BQ-7055-01A
73 years, male, white, stage:i, alive, 799 days
13725.3
TCGA-AL-3468-01A
74 years, male, white, stage:ii, dead, 2331 days
13653.4
TCGA-SX-A7SP-01A
66 years, female, white, stage:i, dead, 496 days
13630.8
TCGA-MH-A560-01A
62 years, male, white, stage:i, alive, 924 days
13202.5
TCGA-BQ-7061-01A
84 years, female, white, stage:i, alive, 218 days
12855.7
TCGA-BQ-7045-01A
78 years, male, black or african american, stage:i, dead, 1468 days
12777.8
TCGA-GL-A9DE-01A
74 years, male, black or african american, stage:i, alive, 496 days
12767.8
TCGA-IA-A83S-01A
81 years, male, white, dead, 2609 days
12766.4
TCGA-MH-A55W-01A
50 years, male, black or african american, stage:i, alive, 1043 days
12593.7
TCGA-A4-A5DU-01A
45 years, female, white, stage:i, alive, 496 days
12560.9
TCGA-BQ-5885-01A
63 years, male, white, stage:iii, alive, 921 days
12551.3
TCGA-WN-A9G9-01A
male, white, stage:i, alive, 791 days
12528.9
TCGA-IA-A40X-01A
49 years, female, black or african american, stage:i, alive, 608 days
12484.8
TCGA-SX-A7SM-01A
60 years, male, black or african american, stage:iv, dead, 363 days
12447.5
TCGA-PJ-A5Z8-01A
60 years, female, white, stage:i, alive, 600 days
12273.2
TCGA-A4-8517-01A
71 years, male, white, stage:i, alive, 597 days
12169.1
TCGA-2Z-A9J2-01A
71 years, female, white, stage:i, alive, 1795 days
12096.8
TCGA-GL-A9DD-01A
69 years, male, white, stage:i, alive, 341 days
12089.6
TCGA-P4-A5E6-01A
67 years, male, black or african american, stage:iii, alive, 3035 days
11901.5
TCGA-BQ-7050-01A
53 years, female, white, stage:i, alive, 1864 days
11673.5
TCGA-B9-A69E-01A
71 years, male, white, stage:iii, alive, 452 days
11643.5
TCGA-A4-A4ZT-01A
71 years, female, white, stage:i, alive, 516 days
11425.7
TCGA-A4-7286-01A
42 years, male, white, alive, 554 days
11262.7
TCGA-SX-A71R-01A
51 years, male, white, stage:i, alive, 1457 days
11021.0
TCGA-Y8-A895-01A
74 years, male, white, stage:i, alive, 484 days
10888.7
TCGA-B1-5398-01A
73 years, male, white, stage:iii, alive, 1251 days
10876.5
TCGA-HE-A5NF-01A
58 years, male, stage:i, alive, 2582 days
10794.3
TCGA-B1-A656-01A
64 years, male, white, stage:i, alive, 618 days
10677.3
TCGA-AT-A5NU-01A
77 years, male, white, stage:i, alive, 67 days
10472.0
TCGA-G7-A8LC-01A
61 years, male, white, stage:i, alive, 702 days
10383.4
TCGA-DW-7840-01A
60 years, male, black or african american, stage:i, alive, 114 days
10205.4
TCGA-DZ-6134-01A
69 years, male, white, stage:i, alive, 1856 days
10157.2
TCGA-UZ-A9PM-01A
62 years, male, white, stage:ii, alive, 3811 days
10056.2
TCGA-2Z-A9JN-01A
50 years, female, black or african american, stage:i, alive, 740 days
9986.6
TCGA-BQ-5888-01A
74 years, female, white, stage:i, alive, 403 days
9915.0
TCGA-HE-A5NJ-01A
58 years, male, alive, 1726 days
9914.2
TCGA-BQ-5887-01A
54 years, male, white, stage:iii, alive, 771 days
9895.5
TCGA-HE-A5NK-01A
82 years, male, alive, 2228 days
9884.1
TCGA-KV-A6GE-01A
65 years, male, white, stage:i, alive, 885 days
9839.9
TCGA-BQ-5889-01A
63 years, male, white, stage:iv, dead, 329 days
9691.5
TCGA-AL-3466-01A
41 years, male, white, stage:iv, dead, 293 days
9668.0
TCGA-P4-AAVO-01A
69 years, male, white, stage:i, alive, 2400 days
9648.8
TCGA-P4-A5ED-01A
51 years, male, white, stage:i, alive, 2816 days
9638.4
TCGA-BQ-7053-01A
57 years, female, black or african american, stage:iii, alive, 1516 days
9607.7
TCGA-UZ-A9PQ-01A
59 years, male, black or african american, stage:iii, dead, 2624 days
9593.3
TCGA-4A-A93X-01A
58 years, male, white, stage:iv, alive, 390 days
9516.3
TCGA-2Z-A9JE-01A
59 years, male, white, stage:i, alive, 1728 days
9315.1
TCGA-5P-A9JY-01A
79 years, male, white, dead, 1508 days
9291.5
TCGA-UZ-A9PZ-01A
65 years, male, white, stage:iii, alive, 657 days
9258.1
TCGA-2Z-A9JK-01A
50 years, male, white, stage:iii, alive, 1186 days
9185.2
TCGA-Y8-A8RY-01A
63 years, male, white, stage:i, alive, 769 days
9178.8
TCGA-SX-A7SR-01A
66 years, male, white, stage:ii, alive, 805 days
9086.1
TCGA-MH-A856-01A
54 years, male, white, stage:i, alive, 947 days
8896.1
TCGA-UZ-A9PX-01A
73 years, male, white, stage:i, alive, 1981 days
8814.6
TCGA-5P-A9KF-01A
53 years, male, white, alive, 845 days
8710.3
TCGA-SX-A7SL-01A
74 years, male, stage:i, alive, 823 days
8606.9
TCGA-A4-A57E-01A
59 years, male, white, stage:iv, dead, 258 days
8567.4
TCGA-5P-A9JZ-01A
51 years, female, white, alive, 2744 days
8566.8
TCGA-B9-4113-01A
64 years, male, black or african american, stage:i, dead, 1536 days
8543.9
TCGA-5P-A9K0-01A
75 years, male, white, alive, 677 days
8486.9
TCGA-Y8-A8S1-01A
61 years, male, white, stage:i, alive, 404 days
8469.7
TCGA-B3-4104-01A
75 years, male, white, stage:ii, alive, 1049 days
8332.8
TCGA-UZ-A9PO-01A
80 years, male, white, stage:i, alive, 1911 days
8304.1
TCGA-MH-A55Z-01A
65 years, male, black or african american, stage:i, alive, 845 days
8244.4
TCGA-B1-A47M-01A
79 years, male, black or african american, stage:iii, alive, 659 days
8196.7
TCGA-B1-A47O-01A
54 years, female, white, stage:i, alive, 842 days
8188.9
TCGA-A4-A5XZ-01A
65 years, female, white, stage:ii, alive, 479 days
8153.8
TCGA-2Z-A9J1-01A
71 years, male, white, stage:i, alive, 2298 days
8133.5
TCGA-MH-A855-01A
52 years, female, black or african american, stage:ii, alive, 369 days
8088.0
TCGA-A4-7288-01A
71 years, female, white, alive, 1857 days
8069.5
TCGA-G7-7502-01A
83 years, male, white, stage:i, alive, 786 days
7977.4
TCGA-BQ-7048-01A
64 years, male, white, stage:iii, alive, 2839 days
7911.9
TCGA-SX-A71U-01A
57 years, male, white, stage:i, alive, 1357 days
7908.9
TCGA-UZ-A9PU-01A
77 years, male, white, stage:i, dead, 933 days
7889.2
TCGA-B1-A657-01A
54 years, male, white, stage:i, alive, 641 days
7687.6
TCGA-A4-8310-01A
58 years, male, white, stage:iii, alive, 780 days
7610.1
TCGA-2Z-A9JM-01A
28 years, male, white, stage:i, alive, 934 days
7601.2
TCGA-BQ-7062-01A
64 years, male, black or african american, stage:i, alive, 116 days
7595.5
TCGA-SX-A7SN-01A
52 years, male, white, stage:i, alive, 578 days
7505.1
TCGA-P4-AAVK-01A
74 years, male, white, stage:iii, alive, 1590 days
7459.7
TCGA-Y8-A896-01A
62 years, male, white, stage:iii, alive, 567 days
7392.3
TCGA-B1-A655-01A
77 years, female, white, stage:i, alive, 510 days
7359.7
TCGA-P4-A5EA-01A
54 years, female, white, stage:iii, dead, 201 days
7351.3
TCGA-B9-4117-01A
48 years, female, black or african american, alive, 14 days
7330.7
TCGA-2Z-A9J6-01A
61 years, male, white, stage:i, alive, 1731 days
7274.6
TCGA-DW-7837-01A
43 years, male, black or african american, stage:i, alive, 1142 days
7094.5
TCGA-V9-A7HT-01A
67 years, male, black or african american, stage:ii, alive, 965 days
7091.9
TCGA-UZ-A9PV-01A
65 years, male, white, stage:i, alive, 1444 days
7031.8
TCGA-O9-A75Z-01A
44 years, male, white, stage:i, alive, 471 days
6899.6
TCGA-UZ-A9PS-01A
62 years, female, black or african american, stage:ii, alive, 2167 days
6855.3
TCGA-B9-7268-01A
59 years, male, white, stage:ii, alive, 671 days
6855.2
TCGA-A4-7732-01A
55 years, male, black or african american, alive, 582 days
6813.7
TCGA-DW-5561-01A
51 years, male, black or african american, stage:i, alive, 414 days
6734.0
TCGA-B3-4103-01A
56 years, male, white, stage:i, alive, 930 days
6705.9
TCGA-5P-A9K9-01A
59 years, female, white, dead, 589 days
6594.8
TCGA-2Z-A9J5-01A
80 years, male, white, stage:ii, alive, 3050 days
6539.5
TCGA-A4-7583-01A
60 years, male, black or african american, stage:i, alive, 3 days
6458.8
TCGA-IA-A83T-01A
80 years, male, white, dead, 2684 days
6413.2
TCGA-2K-A9WE-01A
53 years, male, white, stage:ii, alive, 214 days
6345.5
TCGA-A4-7585-01A
67 years, male, white, stage:iii, dead, 1070 days
6325.7
TCGA-SX-A71W-01A
66 years, male, white, stage:i, alive, 1076 days
6318.4
TCGA-KV-A6GD-01A
85 years, male, white, stage:i, alive, 560 days
6272.9
TCGA-DW-7834-01A
53 years, male, white, stage:i, alive, 3950 days
6236.6
TCGA-BQ-7059-01A
71 years, male, white, stage:i, alive, 232 days
6233.2
TCGA-GL-A59T-01A
46 years, male, white, stage:i, alive, 546 days
6213.4
TCGA-DW-7841-01A
61 years, male, black or african american, stage:i, alive, 445 days
6163.7
TCGA-BQ-7046-01A
61 years, male, white, stage:i, alive, 2948 days
5926.2
TCGA-MH-A857-01A
63 years, male, black or african american, stage:i, alive, 890 days
5882.6
TCGA-BQ-5883-01A
79 years, female, black or african american, stage:i, alive, 1242 days
5854.9
TCGA-UZ-A9PK-01A
71 years, male, white, stage:i, alive, 3571 days
5807.4
TCGA-IA-A83W-01A
70 years, male, white, stage:i, dead, 2043 days
5800.7
TCGA-G7-6790-01A
57 years, male, white, stage:i, alive, 1575 days
5734.3
TCGA-B3-A6W5-01A
43 years, male, black or african american, stage:i, alive, 309 days
5712.6
TCGA-B9-5156-01A
51 years, male, white, alive, 1338 days
5664.2
TCGA-AL-7173-01A
72 years, female, white, stage:iv, alive, 2060 days
5598.8
TCGA-F9-A7Q0-01A
37 years, female, asian, stage:i, alive, 398 days
5472.6
TCGA-4A-A93W-01A
66 years, female, white, stage:i, alive, 4 days
5443.8
TCGA-SX-A7SU-01A
47 years, male, stage:i, alive, 1331 days
5393.4
TCGA-4A-A93Y-01A
63 years, female, black or african american, stage:ii, alive, 352 days
5359.3
TCGA-G7-6792-01A
40 years, male, black or african american, stage:i, alive, 2765 days
5344.2
TCGA-IA-A83V-01A
63 years, male, white, stage:i, dead, 2941 days
5343.5
TCGA-2Z-A9JQ-01A
66 years, male, white, stage:i, alive, 778 days
5287.0
TCGA-G7-A8LD-01A
71 years, male, white, stage:iii, dead, 514 days
5279.7
TCGA-2Z-A9J7-01A
63 years, male, white, stage:iv, dead, 139 days
5268.1
TCGA-J7-6720-01A
42 years, male, asian, stage:i, alive, 388 days
5264.1
TCGA-B9-A8YH-01A
52 years, male, black or african american, stage:i, alive, 532 days
5241.1
TCGA-2Z-A9J8-01A
50 years, male, white, stage:i, alive, 2790 days
5221.4
TCGA-B9-A5W8-01A
50 years, male, black or african american, stage:ii, alive, 524 days
5109.9
TCGA-MH-A562-01A
57 years, male, black or african american, stage:i, alive, 616 days
5082.7
TCGA-A4-8312-01A
60 years, male, black or african american, stage:i, alive, 708 days
5020.6
TCGA-A4-7287-01A
75 years, female, white, stage:i, dead, 597 days
4920.7
TCGA-B9-A5W9-01A
40 years, male, white, stage:i, alive, 5 days
4791.7
TCGA-A4-8516-01A
62 years, male, white, stage:iii, alive, 23 days
4777.8
TCGA-A4-8515-01A
47 years, male, american indian or alaska native, stage:i, alive, 709 days
4747.3
TCGA-SX-A7SQ-01A
48 years, male, white, stage:i, alive, 1266 days
4693.9
TCGA-Y8-A898-01A
69 years, male, white, stage:i, alive, 475 days
4674.1
TCGA-G7-6797-01A
46 years, male, white, stage:iii, alive, 765 days
4652.9
TCGA-GL-A59R-01A
79 years, male, white, stage:iii, alive, 378 days
4606.6
TCGA-B9-5155-01A
71 years, male, white, stage:iii, alive, 665 days
4535.2
TCGA-P4-A5E7-01A
74 years, female, white, stage:i, alive, 2649 days
4513.3
TCGA-UZ-A9PP-01A
60 years, male, white, stage:i, alive, 3010 days
4501.0
TCGA-G7-A4TM-01A
41 years, male, black or african american, stage:i, alive, 768 days
4481.0
TCGA-5P-A9K8-01A
51 years, female, white, alive, 1309 days
4464.1
TCGA-GL-8500-01A
63 years, male, white, stage:i, alive, 841 days
4367.3
TCGA-Y8-A894-01A
57 years, female, white, stage:i, alive, 567 days
4359.7
TCGA-IA-A40U-01A
56 years, male, white, stage:iii, alive, 511 days
4346.8
TCGA-HE-7130-01A
female, stage:iii, alive, 1770 days
4302.4
TCGA-B3-8121-01A
48 years, female, black or african american, stage:i, alive, 379 days
4273.1
TCGA-2Z-A9JS-01A
74 years, male, white, stage:i, dead, 492 days
4270.1
TCGA-BQ-5882-01A
54 years, male, stage:iii, dead, 658 days
4241.0
TCGA-Y8-A8S0-01A
58 years, male, white, stage:i, alive, 183 days
4162.9
TCGA-B1-7332-01A
61 years, female, black or african american, stage:ii, alive, 1141 days
4145.9
TCGA-2Z-A9JI-01A
38 years, male, white, stage:iii, alive, 1567 days
4077.3
TCGA-B9-4115-01A
53 years, male, black or african american, stage:i, alive, 803 days
4069.9
TCGA-F9-A7VF-01A
75 years, female, white, stage:i, alive, 73 days
4069.6
TCGA-UZ-A9PR-01A
84 years, male, white, stage:i, alive, 2627 days
4008.5
TCGA-5P-A9KC-01A
51 years, female, white, alive, 377 days
3932.2
TCGA-EV-5903-01A
57 years, male, white, stage:i, alive, 757 days
3927.6
TCGA-A4-A6HP-01A
66 years, male, white, stage:i, alive, 379 days
3926.1
TCGA-UZ-A9PN-01A
54 years, male, white, stage:iii, dead, 1136 days
3905.4
TCGA-B3-3925-01A
52 years, male, white, stage:iii, alive, 1029 days
3895.1
TCGA-BQ-5892-01A
51 years, male, white, stage:i, alive, 364 days
3858.8
TCGA-2Z-A9JR-01A
57 years, male, white, stage:i, alive, 161 days
3822.5
TCGA-GL-A9DC-01A
66 years, female, white, stage:i, alive, 392 days
3778.7
TCGA-Y8-A897-01A
68 years, female, white, stage:i, alive, 549 days
3700.0
TCGA-P4-AAVL-01A
85 years, male, white, stage:iii, dead, 487 days
3686.2
TCGA-F9-A97G-01A
79 years, male, asian, stage:iii, alive, 13 days
3676.5
TCGA-BQ-5884-01A
59 years, female, black or african american, stage:i, alive, 792 days
3660.9
TCGA-5P-A9KA-01A
61 years, male, white, alive, 395 days
3659.2
TCGA-A4-A5Y1-01A
75 years, male, white, stage:iii, dead, 395 days
3624.1
TCGA-KV-A74V-01A
40 years, male, white, stage:i, alive, 347 days
3616.4
TCGA-PJ-A5Z9-01A
80 years, female, white, stage:i, alive, 540 days
3591.9
TCGA-G7-6789-01A
53 years, female, white, stage:iv, dead, 122 days
3584.6
TCGA-2Z-A9JL-01A
47 years, male, black or african american, stage:i, alive, 1006 days
3567.2
TCGA-G7-A8LE-01A
62 years, male, white, stage:i, alive, 2453 days
3563.5
TCGA-B3-3926-01A
59 years, female, white, stage:i, alive, 883 days
3523.0
TCGA-DZ-6132-01A
69 years, male, stage:i, alive, 2460 days
3381.5
TCGA-DW-7836-01A
55 years, male, white, stage:i, alive, 1093 days
3295.7
TCGA-IZ-A6M9-01A
63 years, male, white, stage:i, alive, 376 days
3294.5
TCGA-2Z-A9JG-01A
64 years, male, white, stage:i, alive, 1662 days
3214.4
TCGA-IA-A40Y-01A
60 years, female, white, stage:iii, alive, 62 days
3119.6
TCGA-EV-5902-01A
58 years, male, white, stage:i, alive, 578 days
3079.8
TCGA-IZ-8196-01A
50 years, male, white, stage:i, alive, 649 days
3064.5
TCGA-5P-A9JV-01A
49 years, male, white, alive, 2043 days
3048.7
TCGA-G7-7501-01A
55 years, female, black or african american, stage:iii, dead, 624 days
3039.5
TCGA-BQ-5876-01A
75 years, male, white, stage:i, alive, 586 days
3021.9
TCGA-IZ-A6M8-01A
69 years, male, black or african american, stage:i, alive, 497 days
3015.6
TCGA-Q2-A5QZ-01A
61 years, female, black or african american, stage:iii, alive, 428 days
2990.5
TCGA-MH-A854-01A
62 years, female, black or african american, stage:i, alive, 536 days
2940.0
TCGA-A4-7996-01A
61 years, female, white, stage:i, alive, 506 days
2914.2
TCGA-F9-A4JJ-01A
35 years, female, black or african american, stage:iii, dead, 325 days
2829.9
TCGA-HE-7129-01A
male, stage:ii, alive, 2492 days
2815.8
TCGA-P4-A5EB-01A
83 years, male, white, stage:i, alive, 3015 days
2802.9
TCGA-P4-A5E8-01A
57 years, male, white, stage:iii, dead, 1306 days
2787.2
TCGA-BQ-7049-01A
45 years, female, white, stage:i, dead, 1364 days
2784.6
TCGA-5P-A9K4-01A
54 years, male, white, alive, 2184 days
2759.0
TCGA-DW-7838-01A
66 years, male, white, stage:i, alive, 744 days
2539.1
TCGA-G7-6793-01A
60 years, female, white, stage:iv, dead, 336 days
2409.1
TCGA-J7-8537-01A
37 years, female, asian, stage:iii, dead, 321 days
2362.5
TCGA-BQ-7051-01A
74 years, male, white, stage:ii, alive, 1533 days
2347.8
TCGA-DZ-6133-01A
66 years, female, white, stage:i, dead, 1557 days
2335.5
TCGA-B9-A5W7-01A
47 years, male, black or african american, stage:i, alive, 585 days
2267.3
TCGA-UZ-A9PL-01A
59 years, male, white, stage:ii, alive, 3152 days
2260.0
TCGA-UN-AAZ9-01A
76 years, female, black or african american, stage:i, alive, 548 days
2207.8
TCGA-AL-3467-01A
54 years, female, white, alive, 2135 days
2201.0
TCGA-EV-5901-01A
47 years, female, white, stage:i, alive, 1040 days
2082.5
TCGA-SX-A71S-01A
66 years, female, white, stage:i, alive, 1504 days
2073.3
TCGA-B9-4116-01A
75 years, female, black or african american, alive, 627 days
2054.0
TCGA-B1-A654-01A
43 years, female, black or african american, stage:i, alive, 616 days
2051.1
TCGA-A4-7828-01A
74 years, female, black or african american, stage:i, alive, 238 days
2048.6
TCGA-UZ-A9PJ-01A
78 years, male, white, stage:i, dead, 797 days
2046.5
TCGA-F9-A8NY-01A
38 years, female, asian, stage:iv, alive, 36 days
2016.6
TCGA-DW-7839-01A
58 years, female, white, stage:i, alive, 419 days
2013.3
TCGA-DZ-6135-01A
45 years, male, stage:i, alive, 2269 days
1958.7
TCGA-GL-7773-01A
63 years, male, white, stage:i, alive, 393 days
1808.1
TCGA-2Z-A9J9-01A
77 years, male, black or african american, stage:i, alive, 2294 days
1765.6
TCGA-BQ-5893-01A
61 years, male, white, stage:iv, dead, 241 days
1753.3
TCGA-HE-A5NH-01A
62 years, male, stage:i, alive, 791 days
1625.2
TCGA-A4-7734-01A
53 years, female, white, stage:i, alive, 27 days
1550.1
TCGA-BQ-5878-01A
79 years, female, white, stage:iii, alive, 1938 days
1548.4
TCGA-AL-3473-01A
55 years, male, white, stage:ii, alive, 1906 days
1459.3
TCGA-A4-7997-01A
67 years, male, white, stage:i, alive, 927 days
1414.5
TCGA-MH-A561-01A
66 years, male, white, stage:i, alive, 841 days
1402.5
TCGA-BQ-5891-01A
57 years, female, white, stage:iii, alive, 29 days
1390.1
TCGA-A4-7915-01A
35 years, female, black or african american, stage:ii, alive, 7 days
1360.4
TCGA-DW-7842-01A
52 years, male, white, stage:i, alive, 92 days
1349.2
TCGA-GL-7966-01A
28 years, female, white, stage:iii, alive, 112 days
1333.9
TCGA-BQ-5894-01A
42 years, male, stage:iv, alive, 84 days
1207.3
TCGA-BQ-5877-01A
60 years, male, black or african american, stage:iv, dead, 270 days
944.0
TCGA-2Z-A9JJ-01A
69 years, female, white, stage:i, alive, 1213 days
800.9
TCGA-AL-A5DJ-01A
55 years, female, white, stage:iii, dead, 1498 days
738.5
TCGA-BQ-5879-01A
32 years, female, white, stage:iii, dead, 697 days