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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
9136.7
Number of samples
285
Samples
Sample
Description
FPKM
TCGA-WN-AB4C-01A
female, white, stage:i, alive, 1188 days
41651.3
TCGA-2Z-A9JT-01A
71 years, male, white, stage:i, alive, 684 days
38872.8
TCGA-BQ-5881-01A
69 years, male, white, stage:i, alive, 1454 days
36664.1
TCGA-5P-A9K2-01A
62 years, male, white, alive, 2392 days
36349.7
TCGA-SX-A7SS-01A
67 years, male, white, stage:i, alive, 1615 days
34677.6
TCGA-G7-A8LB-01A
70 years, male, white, stage:iv, alive, 547 days
31479.2
TCGA-B1-A47N-01A
62 years, male, white, stage:i, alive, 1110 days
31401.9
TCGA-HE-A5NI-01A
73 years, male, stage:i, alive, 360 days
30574.9
TCGA-BQ-5886-01A
75 years, male, white, stage:iii, alive, 792 days
28587.5
TCGA-G7-6795-01A
56 years, male, white, stage:i, alive, 1194 days
25544.3
TCGA-UZ-A9Q0-01A
60 years, male, white, stage:i, alive, 3368 days
24935.3
TCGA-2Z-A9J2-01A
71 years, female, white, stage:i, alive, 1795 days
22903.0
TCGA-BQ-5880-01A
79 years, male, white, stage:iii, dead, 1314 days
22159.4
TCGA-J7-A8I2-01A
75 years, male, asian, stage:i, alive, 307 days
21133.3
TCGA-5P-A9JW-01A
64 years, male, white, alive, 3241 days
20938.2
TCGA-KV-A6GE-01A
65 years, male, white, stage:i, alive, 885 days
20479.3
TCGA-DW-7963-01B
43 years, male, black or african american, stage:i, alive, 1240 days
19948.0
TCGA-A4-8311-01A
60 years, male, white, stage:i, alive, 729 days
19908.4
TCGA-A4-8518-01A
48 years, male, white, stage:i, alive, 600 days
19845.2
TCGA-MH-A560-01A
62 years, male, white, stage:i, alive, 924 days
19659.0
TCGA-B9-4617-01A
41 years, male, black or african american, alive, 35 days
19570.7
TCGA-MH-A562-01A
57 years, male, black or african american, stage:i, alive, 616 days
19485.1
TCGA-G7-6796-01A
58 years, male, white, stage:i, alive, 2173 days
19130.9
TCGA-2Z-A9JO-01A
56 years, female, black or african american, stage:i, alive, 949 days
18859.5
TCGA-2Z-A9J5-01A
80 years, male, white, stage:ii, alive, 3050 days
18552.0
TCGA-HE-A5NL-01A
51 years, male, stage:i, alive, 767 days
18193.1
TCGA-A4-7286-01A
42 years, male, white, alive, 554 days
17450.6
TCGA-DW-5560-01A
38 years, female, white, stage:i, alive, 1486 days
17364.4
TCGA-IA-A83S-01A
81 years, male, white, dead, 2609 days
16939.9
TCGA-BQ-7058-01A
81 years, male, white, stage:iii, dead, 343 days
16691.3
TCGA-MH-A55Z-01A
65 years, male, black or african american, stage:i, alive, 845 days
16674.7
TCGA-GL-6846-01A
52 years, male, white, stage:iv, alive, 5925 days
16670.5
TCGA-SX-A71R-01A
51 years, male, white, stage:i, alive, 1457 days
16654.6
TCGA-5P-A9K3-01A
59 years, male, white, dead, 471 days
16507.0
TCGA-5P-A9JU-01A
81 years, male, white, stage:iii, alive, 373 days
16277.4
TCGA-Y8-A895-01A
74 years, male, white, stage:i, alive, 484 days
16199.1
TCGA-G7-A8LC-01A
61 years, male, white, stage:i, alive, 702 days
16137.8
TCGA-UZ-A9PZ-01A
65 years, male, white, stage:iii, alive, 657 days
15976.8
TCGA-5P-A9KE-01A
70 years, male, white, alive, 824 days
15735.0
TCGA-A4-A48D-01A
85 years, male, black or african american, stage:i, alive, 379 days
15622.6
TCGA-SX-A7SL-01A
74 years, male, stage:i, alive, 823 days
15545.2
TCGA-IA-A83V-01A
63 years, male, white, stage:i, dead, 2941 days
15481.2
TCGA-5P-A9JY-01A
79 years, male, white, dead, 1508 days
15404.1
TCGA-WN-A9G9-01A
male, white, stage:i, alive, 791 days
15352.4
TCGA-AL-3468-01A
74 years, male, white, stage:ii, dead, 2331 days
14782.5
TCGA-BQ-5887-01A
54 years, male, white, stage:iii, alive, 771 days
14310.6
TCGA-HE-A5NK-01A
82 years, male, alive, 2228 days
14294.5
TCGA-GL-A4EM-01A
62 years, male, white, stage:i, alive, 32 days
14235.2
TCGA-AL-3472-01A
57 years, male, black or african american, alive, 2029 days
14076.7
TCGA-IZ-8195-01A
82 years, male, white, stage:ii, alive, 677 days
14047.9
TCGA-B1-A656-01A
64 years, male, white, stage:i, alive, 618 days
14012.3
TCGA-A4-A5DU-01A
45 years, female, white, stage:i, alive, 496 days
13874.2
TCGA-BQ-5885-01A
63 years, male, white, stage:iii, alive, 921 days
13758.7
TCGA-AL-3471-01A
74 years, male, white, stage:i, dead, 1500 days
13727.4
TCGA-UZ-A9PM-01A
62 years, male, white, stage:ii, alive, 3811 days
13684.5
TCGA-BQ-5890-01A
69 years, male, white, stage:iii, alive, 233 days
13628.0
TCGA-SX-A7SP-01A
66 years, female, white, stage:i, dead, 496 days
13598.8
TCGA-A4-A5Y0-01A
61 years, female, white, stage:i, alive, 252 days
13598.2
TCGA-BQ-5889-01A
63 years, male, white, stage:iv, dead, 329 days
13434.1
TCGA-BQ-7055-01A
73 years, male, white, stage:i, alive, 799 days
13384.0
TCGA-2Z-A9JQ-01A
66 years, male, white, stage:i, alive, 778 days
13337.9
TCGA-BQ-5888-01A
74 years, female, white, stage:i, alive, 403 days
13302.6
TCGA-F9-A7VF-01A
75 years, female, white, stage:i, alive, 73 days
13207.3
TCGA-BQ-7056-01A
75 years, female, white, stage:iii, alive, 612 days
12990.2
TCGA-2Z-A9JP-01A
63 years, male, white, stage:i, alive, 893 days
12835.4
TCGA-2Z-A9J1-01A
71 years, male, white, stage:i, alive, 2298 days
12777.1
TCGA-SX-A7SO-01A
64 years, male, white, stage:i, alive, 1257 days
12710.0
TCGA-DW-7840-01A
60 years, male, black or african american, stage:i, alive, 114 days
12702.9
TCGA-2Z-A9J3-01A
67 years, male, white, stage:ii, dead, 1771 days
12664.3
TCGA-IA-A83T-01A
80 years, male, white, dead, 2684 days
12330.7
TCGA-B9-A44B-01A
70 years, male, black or african american, stage:iii, alive, 361 days
12265.1
TCGA-Y8-A896-01A
62 years, male, white, stage:iii, alive, 567 days
12257.0
TCGA-UZ-A9Q1-01A
88 years, female, white, stage:i, alive, 1562 days
12252.1
TCGA-2Z-A9JD-01A
66 years, male, white, stage:i, alive, 1060 days
11990.9
TCGA-MH-A856-01A
54 years, male, white, stage:i, alive, 947 days
11921.1
TCGA-GL-A9DD-01A
69 years, male, white, stage:i, alive, 341 days
11534.5
TCGA-IA-A40U-01A
56 years, male, white, stage:iii, alive, 511 days
11301.7
TCGA-5P-A9KH-01A
77 years, male, white, alive, 2051 days
11297.5
TCGA-A4-A6HP-01A
66 years, male, white, stage:i, alive, 379 days
11156.1
TCGA-BQ-7044-01A
73 years, male, white, stage:iii, alive, 3760 days
11125.8
TCGA-B1-A657-01A
54 years, male, white, stage:i, alive, 641 days
10982.6
TCGA-BQ-7045-01A
78 years, male, black or african american, stage:i, dead, 1468 days
10910.0
TCGA-AT-A5NU-01A
77 years, male, white, stage:i, alive, 67 days
10852.2
TCGA-AL-3466-01A
41 years, male, white, stage:iv, dead, 293 days
10844.4
TCGA-A4-7288-01A
71 years, female, white, alive, 1857 days
10703.4
TCGA-SX-A71V-01A
80 years, male, white, stage:i, alive, 876 days
10531.8
TCGA-5P-A9K6-01A
64 years, male, white, alive, 1914 days
10516.7
TCGA-SX-A7SN-01A
52 years, male, white, stage:i, alive, 578 days
10483.8
TCGA-UZ-A9PU-01A
77 years, male, white, stage:i, dead, 933 days
10480.3
TCGA-SX-A7SM-01A
60 years, male, black or african american, stage:iv, dead, 363 days
10290.0
TCGA-2Z-A9JM-01A
28 years, male, white, stage:i, alive, 934 days
10263.4
TCGA-B1-A47M-01A
79 years, male, black or african american, stage:iii, alive, 659 days
10238.7
TCGA-P4-A5ED-01A
51 years, male, white, stage:i, alive, 2816 days
10228.0
TCGA-UZ-A9PX-01A
73 years, male, white, stage:i, alive, 1981 days
10210.9
TCGA-DW-5561-01A
51 years, male, black or african american, stage:i, alive, 414 days
10206.9
TCGA-A4-8098-01A
73 years, male, black or african american, stage:i, alive, 896 days
10118.4
TCGA-P4-A5E6-01A
67 years, male, black or african american, stage:iii, alive, 3035 days
10097.6
TCGA-UZ-A9PK-01A
71 years, male, white, stage:i, alive, 3571 days
10088.6
TCGA-DW-7834-01A
53 years, male, white, stage:i, alive, 3950 days
10032.4
TCGA-B1-A47O-01A
54 years, female, white, stage:i, alive, 842 days
9993.4
TCGA-P4-A5EA-01A
54 years, female, white, stage:iii, dead, 201 days
9975.5
TCGA-AL-7173-01A
72 years, female, white, stage:iv, alive, 2060 days
9789.3
TCGA-GL-A59T-01A
46 years, male, white, stage:i, alive, 546 days
9785.8
TCGA-P4-AAVM-01A
69 years, male, white, stage:i, alive, 1539 days
9716.8
TCGA-HE-A5NJ-01A
58 years, male, alive, 1726 days
9712.6
TCGA-B1-5398-01A
73 years, male, white, stage:iii, alive, 1251 days
9594.3
TCGA-Y8-A8S1-01A
61 years, male, white, stage:i, alive, 404 days
9552.9
TCGA-5P-A9KF-01A
53 years, male, white, alive, 845 days
9552.8
TCGA-5P-A9K0-01A
75 years, male, white, alive, 677 days
9533.7
TCGA-2K-A9WE-01A
53 years, male, white, stage:ii, alive, 214 days
9289.8
TCGA-PJ-A5Z8-01A
60 years, female, white, stage:i, alive, 600 days
9068.9
TCGA-A4-7732-01A
55 years, male, black or african american, alive, 582 days
9047.6
TCGA-IZ-A6M9-01A
63 years, male, white, stage:i, alive, 376 days
8996.3
TCGA-Y8-A8RY-01A
63 years, male, white, stage:i, alive, 769 days
8986.3
TCGA-MH-A55W-01A
50 years, male, black or african american, stage:i, alive, 1043 days
8971.5
TCGA-BQ-7060-01A
53 years, male, american indian or alaska native, stage:i, alive, 214 days
8819.6
TCGA-A4-A5XZ-01A
65 years, female, white, stage:ii, alive, 479 days
8794.1
TCGA-B9-7268-01A
59 years, male, white, stage:ii, alive, 671 days
8721.3
TCGA-KV-A6GD-01A
85 years, male, white, stage:i, alive, 560 days
8651.7
TCGA-A4-8630-01A
59 years, female, white, stage:i, alive, 436 days
8554.0
TCGA-G7-6790-01A
57 years, male, white, stage:i, alive, 1575 days
8528.1
TCGA-J7-6720-01A
42 years, male, asian, stage:i, alive, 388 days
8418.7
TCGA-2Z-A9J7-01A
63 years, male, white, stage:iv, dead, 139 days
8391.2
TCGA-2Z-A9JE-01A
59 years, male, white, stage:i, alive, 1728 days
8378.5
TCGA-SX-A7SU-01A
47 years, male, stage:i, alive, 1331 days
8339.3
TCGA-A4-8517-01A
71 years, male, white, stage:i, alive, 597 days
8258.1
TCGA-4A-A93X-01A
58 years, male, white, stage:iv, alive, 390 days
8128.3
TCGA-B9-4113-01A
64 years, male, black or african american, stage:i, dead, 1536 days
8069.1
TCGA-A4-7584-01A
59 years, male, black or african american, stage:i, alive, 650 days
7983.1
TCGA-O9-A75Z-01A
44 years, male, white, stage:i, alive, 471 days
7899.6
TCGA-P4-AAVK-01A
74 years, male, white, stage:iii, alive, 1590 days
7890.6
TCGA-PJ-A5Z9-01A
80 years, female, white, stage:i, alive, 540 days
7790.7
TCGA-2Z-A9JI-01A
38 years, male, white, stage:iii, alive, 1567 days
7769.5
TCGA-Y8-A898-01A
69 years, male, white, stage:i, alive, 475 days
7759.6
TCGA-BQ-7061-01A
84 years, female, white, stage:i, alive, 218 days
7752.7
TCGA-2Z-A9JN-01A
50 years, female, black or african american, stage:i, alive, 740 days
7702.2
TCGA-2Z-A9JK-01A
50 years, male, white, stage:iii, alive, 1186 days
7538.6
TCGA-BQ-5875-01A
66 years, female, white, stage:iii, alive, 2639 days
7434.1
TCGA-IA-A40X-01A
49 years, female, black or african american, stage:i, alive, 608 days
7420.5
TCGA-V9-A7HT-01A
67 years, male, black or african american, stage:ii, alive, 965 days
7334.9
TCGA-SX-A71U-01A
57 years, male, white, stage:i, alive, 1357 days
7331.6
TCGA-KV-A74V-01A
40 years, male, white, stage:i, alive, 347 days
7260.6
TCGA-DW-7837-01A
43 years, male, black or african american, stage:i, alive, 1142 days
7234.7
TCGA-4A-A93W-01A
66 years, female, white, stage:i, alive, 4 days
7226.8
TCGA-MH-A854-01A
62 years, female, black or african american, stage:i, alive, 536 days
7178.2
TCGA-SX-A71W-01A
66 years, male, white, stage:i, alive, 1076 days
7172.1
TCGA-2Z-A9J6-01A
61 years, male, white, stage:i, alive, 1731 days
7095.0
TCGA-UZ-A9PO-01A
80 years, male, white, stage:i, alive, 1911 days
7085.2
TCGA-HE-A5NF-01A
58 years, male, stage:i, alive, 2582 days
7020.3
TCGA-5P-A9K8-01A
51 years, female, white, alive, 1309 days
6970.2
TCGA-B9-A8YI-01A
79 years, male, black or african american, stage:i, alive, 374 days
6967.5
TCGA-B9-A69E-01A
71 years, male, white, stage:iii, alive, 452 days
6905.6
TCGA-5P-A9JZ-01A
51 years, female, white, alive, 2744 days
6896.0
TCGA-MH-A855-01A
52 years, female, black or african american, stage:ii, alive, 369 days
6854.7
TCGA-A4-7287-01A
75 years, female, white, stage:i, dead, 597 days
6796.5
TCGA-IA-A83W-01A
70 years, male, white, stage:i, dead, 2043 days
6786.7
TCGA-DZ-6134-01A
69 years, male, white, stage:i, alive, 1856 days
6784.7
TCGA-GL-A9DE-01A
74 years, male, black or african american, stage:i, alive, 496 days
6756.2
TCGA-SX-A7SR-01A
66 years, male, white, stage:ii, alive, 805 days
6701.5
TCGA-Y8-A8RZ-01A
55 years, male, white, stage:i, alive, 112 days
6688.8
TCGA-A4-A4ZT-01A
71 years, female, white, stage:i, alive, 516 days
6667.7
TCGA-G7-7502-01A
83 years, male, white, stage:i, alive, 786 days
6661.4
TCGA-DW-7841-01A
61 years, male, black or african american, stage:i, alive, 445 days
6654.1
TCGA-B1-A654-01A
43 years, female, black or african american, stage:i, alive, 616 days
6631.5
TCGA-P4-AAVO-01A
69 years, male, white, stage:i, alive, 2400 days
6569.3
TCGA-B3-4104-01A
75 years, male, white, stage:ii, alive, 1049 days
6493.2
TCGA-UZ-A9PQ-01A
59 years, male, black or african american, stage:iii, dead, 2624 days
6433.2
TCGA-IZ-A6M8-01A
69 years, male, black or african american, stage:i, alive, 497 days
6396.4
TCGA-BQ-7050-01A
53 years, female, white, stage:i, alive, 1864 days
6385.7
TCGA-GL-A59R-01A
79 years, male, white, stage:iii, alive, 378 days
6342.9
TCGA-SX-A7SQ-01A
48 years, male, white, stage:i, alive, 1266 days
6213.3
TCGA-UZ-A9PV-01A
65 years, male, white, stage:i, alive, 1444 days
6207.6
TCGA-BQ-7046-01A
61 years, male, white, stage:i, alive, 2948 days
6168.7
TCGA-UZ-A9PS-01A
62 years, female, black or african american, stage:ii, alive, 2167 days
6074.8
TCGA-B1-A655-01A
77 years, female, white, stage:i, alive, 510 days
6072.3
TCGA-BQ-5883-01A
79 years, female, black or african american, stage:i, alive, 1242 days
6057.3
TCGA-5P-A9KA-01A
61 years, male, white, alive, 395 days
6055.7
TCGA-BQ-7048-01A
64 years, male, white, stage:iii, alive, 2839 days
6003.6
TCGA-Q2-A5QZ-01A
61 years, female, black or african american, stage:iii, alive, 428 days
5984.5
TCGA-EV-5902-01A
58 years, male, white, stage:i, alive, 578 days
5948.2
TCGA-B9-5156-01A
51 years, male, white, alive, 1338 days
5893.8
TCGA-BQ-7062-01A
64 years, male, black or african american, stage:i, alive, 116 days
5868.3
TCGA-2Z-A9JR-01A
57 years, male, white, stage:i, alive, 161 days
5854.1
TCGA-B3-A6W5-01A
43 years, male, black or african american, stage:i, alive, 309 days
5734.8
TCGA-EV-5903-01A
57 years, male, white, stage:i, alive, 757 days
5688.2
TCGA-B9-A5W8-01A
50 years, male, black or african american, stage:ii, alive, 524 days
5662.1
TCGA-A4-7585-01A
67 years, male, white, stage:iii, dead, 1070 days
5508.0
TCGA-Y8-A8S0-01A
58 years, male, white, stage:i, alive, 183 days
5477.6
TCGA-BQ-7053-01A
57 years, female, black or african american, stage:iii, alive, 1516 days
5460.3
TCGA-BQ-7059-01A
71 years, male, white, stage:i, alive, 232 days
5382.2
TCGA-2Z-A9JS-01A
74 years, male, white, stage:i, dead, 492 days
5357.3
TCGA-B9-4117-01A
48 years, female, black or african american, alive, 14 days
5264.0
TCGA-B3-8121-01A
48 years, female, black or african american, stage:i, alive, 379 days
5262.0
TCGA-Y8-A894-01A
57 years, female, white, stage:i, alive, 567 days
5261.0
TCGA-4A-A93Y-01A
63 years, female, black or african american, stage:ii, alive, 352 days
5251.6
TCGA-A4-7583-01A
60 years, male, black or african american, stage:i, alive, 3 days
5223.9
TCGA-5P-A9K9-01A
59 years, female, white, dead, 589 days
5216.0
TCGA-MH-A857-01A
63 years, male, black or african american, stage:i, alive, 890 days
5082.2
TCGA-BQ-5892-01A
51 years, male, white, stage:i, alive, 364 days
4999.9
TCGA-5P-A9JV-01A
49 years, male, white, alive, 2043 days
4926.4
TCGA-G7-A4TM-01A
41 years, male, black or african american, stage:i, alive, 768 days
4889.4
TCGA-UZ-A9PP-01A
60 years, male, white, stage:i, alive, 3010 days
4807.4
TCGA-A4-8515-01A
47 years, male, american indian or alaska native, stage:i, alive, 709 days
4787.2
TCGA-G7-7501-01A
55 years, female, black or african american, stage:iii, dead, 624 days
4769.4
TCGA-DW-7836-01A
55 years, male, white, stage:i, alive, 1093 days
4741.7
TCGA-F9-A7Q0-01A
37 years, female, asian, stage:i, alive, 398 days
4731.1
TCGA-P4-AAVL-01A
85 years, male, white, stage:iii, dead, 487 days
4716.6
TCGA-B9-A8YH-01A
52 years, male, black or african american, stage:i, alive, 532 days
4686.1
TCGA-A4-A57E-01A
59 years, male, white, stage:iv, dead, 258 days
4663.3
TCGA-Y8-A897-01A
68 years, female, white, stage:i, alive, 549 days
4634.4
TCGA-A4-8516-01A
62 years, male, white, stage:iii, alive, 23 days
4569.1
TCGA-B9-4115-01A
53 years, male, black or african american, stage:i, alive, 803 days
4506.1
TCGA-G7-6792-01A
40 years, male, black or african american, stage:i, alive, 2765 days
4496.4
TCGA-G7-6789-01A
53 years, female, white, stage:iv, dead, 122 days
4427.9
TCGA-IA-A40Y-01A
60 years, female, white, stage:iii, alive, 62 days
4343.5
TCGA-2Z-A9J8-01A
50 years, male, white, stage:i, alive, 2790 days
4315.8
TCGA-B9-5155-01A
71 years, male, white, stage:iii, alive, 665 days
4307.7
TCGA-HE-7129-01A
male, stage:ii, alive, 2492 days
4181.5
TCGA-B1-7332-01A
61 years, female, black or african american, stage:ii, alive, 1141 days
4110.3
TCGA-A4-8312-01A
60 years, male, black or african american, stage:i, alive, 708 days
4095.6
TCGA-B3-4103-01A
56 years, male, white, stage:i, alive, 930 days
4053.9
TCGA-P4-A5EB-01A
83 years, male, white, stage:i, alive, 3015 days
4052.0
TCGA-GL-A9DC-01A
66 years, female, white, stage:i, alive, 392 days
4027.3
TCGA-2Z-A9JL-01A
47 years, male, black or african american, stage:i, alive, 1006 days
3968.3
TCGA-G7-A8LD-01A
71 years, male, white, stage:iii, dead, 514 days
3952.5
TCGA-A4-A5Y1-01A
75 years, male, white, stage:iii, dead, 395 days
3913.0
TCGA-UZ-A9PJ-01A
78 years, male, white, stage:i, dead, 797 days
3864.5
TCGA-UZ-A9PR-01A
84 years, male, white, stage:i, alive, 2627 days
3814.7
TCGA-G7-6797-01A
46 years, male, white, stage:iii, alive, 765 days
3779.4
TCGA-5P-A9KC-01A
51 years, female, white, alive, 377 days
3714.6
TCGA-G7-A8LE-01A
62 years, male, white, stage:i, alive, 2453 days
3624.8
TCGA-GL-8500-01A
63 years, male, white, stage:i, alive, 841 days
3608.3
TCGA-A4-7996-01A
61 years, female, white, stage:i, alive, 506 days
3598.6
TCGA-2Z-A9JG-01A
64 years, male, white, stage:i, alive, 1662 days
3581.7
TCGA-UZ-A9PL-01A
59 years, male, white, stage:ii, alive, 3152 days
3494.5
TCGA-B9-A5W9-01A
40 years, male, white, stage:i, alive, 5 days
3494.5
TCGA-P4-A5E7-01A
74 years, female, white, stage:i, alive, 2649 days
3465.3
TCGA-BQ-5876-01A
75 years, male, white, stage:i, alive, 586 days
3438.0
TCGA-IZ-8196-01A
50 years, male, white, stage:i, alive, 649 days
3403.0
TCGA-DW-7838-01A
66 years, male, white, stage:i, alive, 744 days
3393.3
TCGA-DZ-6133-01A
66 years, female, white, stage:i, dead, 1557 days
3373.3
TCGA-DW-7839-01A
58 years, female, white, stage:i, alive, 419 days
3338.4
TCGA-B9-A5W7-01A
47 years, male, black or african american, stage:i, alive, 585 days
3241.2
TCGA-MH-A561-01A
66 years, male, white, stage:i, alive, 841 days
3227.6
TCGA-DZ-6132-01A
69 years, male, stage:i, alive, 2460 days
3132.4
TCGA-P4-A5E8-01A
57 years, male, white, stage:iii, dead, 1306 days
3108.3
TCGA-F9-A97G-01A
79 years, male, asian, stage:iii, alive, 13 days
2670.5
TCGA-5P-A9K4-01A
54 years, male, white, alive, 2184 days
2641.9
TCGA-SX-A71S-01A
66 years, female, white, stage:i, alive, 1504 days
2561.7
TCGA-B3-3926-01A
59 years, female, white, stage:i, alive, 883 days
2524.7
TCGA-HE-A5NH-01A
62 years, male, stage:i, alive, 791 days
2489.1
TCGA-BQ-5882-01A
54 years, male, stage:iii, dead, 658 days
2464.6
TCGA-AL-A5DJ-01A
55 years, female, white, stage:iii, dead, 1498 days
2396.6
TCGA-B3-3925-01A
52 years, male, white, stage:iii, alive, 1029 days
2352.8
TCGA-BQ-7051-01A
74 years, male, white, stage:ii, alive, 1533 days
2282.2
TCGA-BQ-5884-01A
59 years, female, black or african american, stage:i, alive, 792 days
2218.2
TCGA-EV-5901-01A
47 years, female, white, stage:i, alive, 1040 days
2196.1
TCGA-UN-AAZ9-01A
76 years, female, black or african american, stage:i, alive, 548 days
2194.0
TCGA-BQ-7049-01A
45 years, female, white, stage:i, dead, 1364 days
2158.9
TCGA-UZ-A9PN-01A
54 years, male, white, stage:iii, dead, 1136 days
2151.5
TCGA-2Z-A9J9-01A
77 years, male, black or african american, stage:i, alive, 2294 days
2140.8
TCGA-A4-7828-01A
74 years, female, black or african american, stage:i, alive, 238 days
2104.9
TCGA-GL-7773-01A
63 years, male, white, stage:i, alive, 393 days
2056.4
TCGA-DW-7842-01A
52 years, male, white, stage:i, alive, 92 days
2055.0
TCGA-A4-8310-01A
58 years, male, white, stage:iii, alive, 780 days
2047.6
TCGA-F9-A4JJ-01A
35 years, female, black or african american, stage:iii, dead, 325 days
2001.8
TCGA-DZ-6135-01A
45 years, male, stage:i, alive, 2269 days
1981.1
TCGA-BQ-5893-01A
61 years, male, white, stage:iv, dead, 241 days
1932.5
TCGA-HE-7130-01A
female, stage:iii, alive, 1770 days
1926.0
TCGA-A4-7734-01A
53 years, female, white, stage:i, alive, 27 days
1848.1
TCGA-A4-7997-01A
67 years, male, white, stage:i, alive, 927 days
1834.1
TCGA-AL-3473-01A
55 years, male, white, stage:ii, alive, 1906 days
1817.9
TCGA-AL-3467-01A
54 years, female, white, alive, 2135 days
1769.3
TCGA-F9-A8NY-01A
38 years, female, asian, stage:iv, alive, 36 days
1568.5
TCGA-BQ-5894-01A
42 years, male, stage:iv, alive, 84 days
1447.5
TCGA-J7-8537-01A
37 years, female, asian, stage:iii, dead, 321 days
1388.3
TCGA-A4-7915-01A
35 years, female, black or african american, stage:ii, alive, 7 days
1112.0
TCGA-G7-6793-01A
60 years, female, white, stage:iv, dead, 336 days
1092.8
TCGA-BQ-5878-01A
79 years, female, white, stage:iii, alive, 1938 days
966.8
TCGA-BQ-5891-01A
57 years, female, white, stage:iii, alive, 29 days
904.7
TCGA-2Z-A9JJ-01A
69 years, female, white, stage:i, alive, 1213 days
797.0
TCGA-GL-7966-01A
28 years, female, white, stage:iii, alive, 112 days
770.2
TCGA-B9-4116-01A
75 years, female, black or african american, alive, 627 days
765.5
TCGA-BQ-5879-01A
32 years, female, white, stage:iii, dead, 697 days
685.9
TCGA-BQ-5877-01A
60 years, male, black or african american, stage:iv, dead, 270 days