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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
17528.9
Number of samples
285
Samples
Sample
Description
FPKM
TCGA-BQ-5886-01A
75 years, male, white, stage:iii, alive, 792 days
69733.5
TCGA-BQ-7058-01A
81 years, male, white, stage:iii, dead, 343 days
67443.1
TCGA-UZ-A9Q0-01A
60 years, male, white, stage:i, alive, 3368 days
63258.1
TCGA-5P-A9K2-01A
62 years, male, white, alive, 2392 days
63009.0
TCGA-BQ-5880-01A
79 years, male, white, stage:iii, dead, 1314 days
59393.3
TCGA-DW-7963-01B
43 years, male, black or african american, stage:i, alive, 1240 days
57861.7
TCGA-BQ-5881-01A
69 years, male, white, stage:i, alive, 1454 days
56304.4
TCGA-GL-A4EM-01A
62 years, male, white, stage:i, alive, 32 days
51072.1
TCGA-G7-6795-01A
56 years, male, white, stage:i, alive, 1194 days
51036.0
TCGA-IZ-8195-01A
82 years, male, white, stage:ii, alive, 677 days
50686.4
TCGA-A4-8311-01A
60 years, male, white, stage:i, alive, 729 days
46946.7
TCGA-SX-A7SS-01A
67 years, male, white, stage:i, alive, 1615 days
46166.0
TCGA-J7-A8I2-01A
75 years, male, asian, stage:i, alive, 307 days
46045.1
TCGA-HE-A5NL-01A
51 years, male, stage:i, alive, 767 days
44247.5
TCGA-B9-4617-01A
41 years, male, black or african american, alive, 35 days
43823.7
TCGA-2Z-A9JP-01A
63 years, male, white, stage:i, alive, 893 days
42812.2
TCGA-B1-A47O-01A
54 years, female, white, stage:i, alive, 842 days
40821.8
TCGA-B9-A8YI-01A
79 years, male, black or african american, stage:i, alive, 374 days
39244.9
TCGA-HE-A5NF-01A
58 years, male, stage:i, alive, 2582 days
38299.2
TCGA-P4-AAVM-01A
69 years, male, white, stage:i, alive, 1539 days
38082.6
TCGA-G7-A8LB-01A
70 years, male, white, stage:iv, alive, 547 days
37732.9
TCGA-2Z-A9JN-01A
50 years, female, black or african american, stage:i, alive, 740 days
37493.8
TCGA-SX-A71R-01A
51 years, male, white, stage:i, alive, 1457 days
36787.6
TCGA-B9-A44B-01A
70 years, male, black or african american, stage:iii, alive, 361 days
36354.2
TCGA-A4-A5Y0-01A
61 years, female, white, stage:i, alive, 252 days
35873.8
TCGA-BQ-5888-01A
74 years, female, white, stage:i, alive, 403 days
35505.4
TCGA-BQ-7055-01A
73 years, male, white, stage:i, alive, 799 days
35368.0
TCGA-G7-6796-01A
58 years, male, white, stage:i, alive, 2173 days
35017.9
TCGA-UZ-A9PO-01A
80 years, male, white, stage:i, alive, 1911 days
34699.3
TCGA-5P-A9KE-01A
70 years, male, white, alive, 824 days
34575.7
TCGA-HE-A5NI-01A
73 years, male, stage:i, alive, 360 days
34355.7
TCGA-2Z-A9J2-01A
71 years, female, white, stage:i, alive, 1795 days
33958.4
TCGA-B1-A47N-01A
62 years, male, white, stage:i, alive, 1110 days
33652.7
TCGA-2Z-A9JO-01A
56 years, female, black or african american, stage:i, alive, 949 days
33587.0
TCGA-2Z-A9JD-01A
66 years, male, white, stage:i, alive, 1060 days
33058.2
TCGA-BQ-7060-01A
53 years, male, american indian or alaska native, stage:i, alive, 214 days
33030.8
TCGA-MH-A560-01A
62 years, male, white, stage:i, alive, 924 days
32859.3
TCGA-5P-A9K3-01A
59 years, male, white, dead, 471 days
32794.3
TCGA-A4-8517-01A
71 years, male, white, stage:i, alive, 597 days
32600.8
TCGA-AL-3472-01A
57 years, male, black or african american, alive, 2029 days
31706.3
TCGA-WN-AB4C-01A
female, white, stage:i, alive, 1188 days
31469.0
TCGA-P4-A5EA-01A
54 years, female, white, stage:iii, dead, 201 days
31403.2
TCGA-AL-3468-01A
74 years, male, white, stage:ii, dead, 2331 days
31316.7
TCGA-AL-3471-01A
74 years, male, white, stage:i, dead, 1500 days
31118.0
TCGA-BQ-7056-01A
75 years, female, white, stage:iii, alive, 612 days
31023.0
TCGA-GL-A9DE-01A
74 years, male, black or african american, stage:i, alive, 496 days
28883.7
TCGA-B1-A655-01A
77 years, female, white, stage:i, alive, 510 days
28880.0
TCGA-A4-7732-01A
55 years, male, black or african american, alive, 582 days
28417.5
TCGA-GL-A9DD-01A
69 years, male, white, stage:i, alive, 341 days
28100.9
TCGA-A4-8518-01A
48 years, male, white, stage:i, alive, 600 days
27571.9
TCGA-5P-A9K6-01A
64 years, male, white, alive, 1914 days
27408.5
TCGA-A4-A57E-01A
59 years, male, white, stage:iv, dead, 258 days
27386.7
TCGA-BQ-5875-01A
66 years, female, white, stage:iii, alive, 2639 days
27159.7
TCGA-P4-AAVK-01A
74 years, male, white, stage:iii, alive, 1590 days
27022.4
TCGA-DW-5561-01A
51 years, male, black or african american, stage:i, alive, 414 days
26612.8
TCGA-SX-A7SL-01A
74 years, male, stage:i, alive, 823 days
26519.0
TCGA-BQ-5883-01A
79 years, female, black or african american, stage:i, alive, 1242 days
26415.7
TCGA-UZ-A9Q1-01A
88 years, female, white, stage:i, alive, 1562 days
26269.2
TCGA-BQ-7045-01A
78 years, male, black or african american, stage:i, dead, 1468 days
25761.6
TCGA-5P-A9JW-01A
64 years, male, white, alive, 3241 days
25540.4
TCGA-G7-A8LC-01A
61 years, male, white, stage:i, alive, 702 days
25508.9
TCGA-MH-A856-01A
54 years, male, white, stage:i, alive, 947 days
25303.9
TCGA-DW-7840-01A
60 years, male, black or african american, stage:i, alive, 114 days
25152.4
TCGA-IA-A83S-01A
81 years, male, white, dead, 2609 days
25053.2
TCGA-UZ-A9PZ-01A
65 years, male, white, stage:iii, alive, 657 days
24758.6
TCGA-Y8-A8RY-01A
63 years, male, white, stage:i, alive, 769 days
24683.9
TCGA-DZ-6134-01A
69 years, male, white, stage:i, alive, 1856 days
24353.0
TCGA-BQ-7046-01A
61 years, male, white, stage:i, alive, 2948 days
24105.6
TCGA-P4-A5ED-01A
51 years, male, white, stage:i, alive, 2816 days
23972.2
TCGA-IA-A40X-01A
49 years, female, black or african american, stage:i, alive, 608 days
23935.1
TCGA-WN-A9G9-01A
male, white, stage:i, alive, 791 days
23745.8
TCGA-MH-A855-01A
52 years, female, black or african american, stage:ii, alive, 369 days
23686.4
TCGA-SX-A7SP-01A
66 years, female, white, stage:i, dead, 496 days
23227.6
TCGA-5P-A9K0-01A
75 years, male, white, alive, 677 days
23175.2
TCGA-BQ-7050-01A
53 years, female, white, stage:i, alive, 1864 days
23126.8
TCGA-BQ-7061-01A
84 years, female, white, stage:i, alive, 218 days
22333.9
TCGA-BQ-7053-01A
57 years, female, black or african american, stage:iii, alive, 1516 days
22182.0
TCGA-DW-5560-01A
38 years, female, white, stage:i, alive, 1486 days
22121.7
TCGA-5P-A9JZ-01A
51 years, female, white, alive, 2744 days
22042.7
TCGA-A4-8630-01A
59 years, female, white, stage:i, alive, 436 days
21869.9
TCGA-Y8-A8RZ-01A
55 years, male, white, stage:i, alive, 112 days
21869.3
TCGA-A4-7585-01A
67 years, male, white, stage:iii, dead, 1070 days
21842.6
TCGA-A4-8312-01A
60 years, male, black or african american, stage:i, alive, 708 days
21818.0
TCGA-5P-A9JY-01A
79 years, male, white, dead, 1508 days
21645.5
TCGA-SX-A7SO-01A
64 years, male, white, stage:i, alive, 1257 days
21152.0
TCGA-SX-A7SM-01A
60 years, male, black or african american, stage:iv, dead, 363 days
20943.8
TCGA-2Z-A9J6-01A
61 years, male, white, stage:i, alive, 1731 days
20714.7
TCGA-J7-6720-01A
42 years, male, asian, stage:i, alive, 388 days
20370.1
TCGA-BQ-7048-01A
64 years, male, white, stage:iii, alive, 2839 days
20065.6
TCGA-BQ-7044-01A
73 years, male, white, stage:iii, alive, 3760 days
20053.1
TCGA-5P-A9JU-01A
81 years, male, white, stage:iii, alive, 373 days
19643.4
TCGA-A4-A5DU-01A
45 years, female, white, stage:i, alive, 496 days
19511.0
TCGA-MH-A857-01A
63 years, male, black or african american, stage:i, alive, 890 days
19138.2
TCGA-A4-7584-01A
59 years, male, black or african american, stage:i, alive, 650 days
18829.2
TCGA-P4-AAVO-01A
69 years, male, white, stage:i, alive, 2400 days
18821.4
TCGA-BQ-5890-01A
69 years, male, white, stage:iii, alive, 233 days
18749.9
TCGA-UZ-A9PX-01A
73 years, male, white, stage:i, alive, 1981 days
18407.7
TCGA-SX-A71V-01A
80 years, male, white, stage:i, alive, 876 days
18334.4
TCGA-HE-A5NJ-01A
58 years, male, alive, 1726 days
18301.3
TCGA-A4-A4ZT-01A
71 years, female, white, stage:i, alive, 516 days
18273.7
TCGA-DW-7837-01A
43 years, male, black or african american, stage:i, alive, 1142 days
18246.1
TCGA-A4-7286-01A
42 years, male, white, alive, 554 days
18200.6
TCGA-BQ-5885-01A
63 years, male, white, stage:iii, alive, 921 days
18175.8
TCGA-B1-A656-01A
64 years, male, white, stage:i, alive, 618 days
18172.1
TCGA-A4-A48D-01A
85 years, male, black or african american, stage:i, alive, 379 days
18101.0
TCGA-4A-A93W-01A
66 years, female, white, stage:i, alive, 4 days
17879.8
TCGA-SX-A7SU-01A
47 years, male, stage:i, alive, 1331 days
17790.6
TCGA-SX-A7SR-01A
66 years, male, white, stage:ii, alive, 805 days
17784.6
TCGA-2Z-A9JT-01A
71 years, male, white, stage:i, alive, 684 days
17780.5
TCGA-5P-A9K9-01A
59 years, female, white, dead, 589 days
17731.7
TCGA-2Z-A9JM-01A
28 years, male, white, stage:i, alive, 934 days
17718.5
TCGA-A4-8098-01A
73 years, male, black or african american, stage:i, alive, 896 days
17630.4
TCGA-B9-A69E-01A
71 years, male, white, stage:iii, alive, 452 days
17427.4
TCGA-GL-A59T-01A
46 years, male, white, stage:i, alive, 546 days
17375.5
TCGA-DW-7841-01A
61 years, male, black or african american, stage:i, alive, 445 days
17198.8
TCGA-4A-A93X-01A
58 years, male, white, stage:iv, alive, 390 days
17176.4
TCGA-KV-A6GE-01A
65 years, male, white, stage:i, alive, 885 days
17112.7
TCGA-2Z-A9J1-01A
71 years, male, white, stage:i, alive, 2298 days
16630.2
TCGA-UZ-A9PM-01A
62 years, male, white, stage:ii, alive, 3811 days
16566.0
TCGA-A4-A5XZ-01A
65 years, female, white, stage:ii, alive, 479 days
16522.9
TCGA-IA-A40U-01A
56 years, male, white, stage:iii, alive, 511 days
16449.9
TCGA-UZ-A9PL-01A
59 years, male, white, stage:ii, alive, 3152 days
16401.0
TCGA-UZ-A9PS-01A
62 years, female, black or african american, stage:ii, alive, 2167 days
16245.5
TCGA-MH-A55Z-01A
65 years, male, black or african american, stage:i, alive, 845 days
16015.1
TCGA-GL-6846-01A
52 years, male, white, stage:iv, alive, 5925 days
15853.8
TCGA-G7-7502-01A
83 years, male, white, stage:i, alive, 786 days
15740.6
TCGA-SX-A71U-01A
57 years, male, white, stage:i, alive, 1357 days
15705.6
TCGA-IA-A83W-01A
70 years, male, white, stage:i, dead, 2043 days
15546.9
TCGA-BQ-5892-01A
51 years, male, white, stage:i, alive, 364 days
15524.6
TCGA-B3-4103-01A
56 years, male, white, stage:i, alive, 930 days
15511.8
TCGA-SX-A7SN-01A
52 years, male, white, stage:i, alive, 578 days
15389.9
TCGA-BQ-7059-01A
71 years, male, white, stage:i, alive, 232 days
15355.5
TCGA-BQ-5889-01A
63 years, male, white, stage:iv, dead, 329 days
15078.7
TCGA-B1-A657-01A
54 years, male, white, stage:i, alive, 641 days
15038.2
TCGA-5P-A9KF-01A
53 years, male, white, alive, 845 days
14943.4
TCGA-A4-8516-01A
62 years, male, white, stage:iii, alive, 23 days
14631.7
TCGA-2Z-A9J3-01A
67 years, male, white, stage:ii, dead, 1771 days
14466.5
TCGA-5P-A9KH-01A
77 years, male, white, alive, 2051 days
14462.6
TCGA-PJ-A5Z8-01A
60 years, female, white, stage:i, alive, 600 days
14419.6
TCGA-SX-A71W-01A
66 years, male, white, stage:i, alive, 1076 days
13921.3
TCGA-Y8-A8S1-01A
61 years, male, white, stage:i, alive, 404 days
13702.4
TCGA-2K-A9WE-01A
53 years, male, white, stage:ii, alive, 214 days
13639.1
TCGA-B9-4117-01A
48 years, female, black or african american, alive, 14 days
13571.8
TCGA-B1-5398-01A
73 years, male, white, stage:iii, alive, 1251 days
13464.3
TCGA-B9-4115-01A
53 years, male, black or african american, stage:i, alive, 803 days
13407.1
TCGA-BQ-5893-01A
61 years, male, white, stage:iv, dead, 241 days
13346.4
TCGA-2Z-A9JE-01A
59 years, male, white, stage:i, alive, 1728 days
13338.3
TCGA-UZ-A9PV-01A
65 years, male, white, stage:i, alive, 1444 days
13257.4
TCGA-P4-A5E7-01A
74 years, female, white, stage:i, alive, 2649 days
13248.7
TCGA-KV-A6GD-01A
85 years, male, white, stage:i, alive, 560 days
13144.1
TCGA-V9-A7HT-01A
67 years, male, black or african american, stage:ii, alive, 965 days
13045.5
TCGA-AL-7173-01A
72 years, female, white, stage:iv, alive, 2060 days
12991.0
TCGA-UZ-A9PU-01A
77 years, male, white, stage:i, dead, 933 days
12956.2
TCGA-2Z-A9J5-01A
80 years, male, white, stage:ii, alive, 3050 days
12841.7
TCGA-BQ-7062-01A
64 years, male, black or african american, stage:i, alive, 116 days
12797.5
TCGA-HE-A5NK-01A
82 years, male, alive, 2228 days
12789.8
TCGA-4A-A93Y-01A
63 years, female, black or african american, stage:ii, alive, 352 days
12667.4
TCGA-P4-A5E6-01A
67 years, male, black or african american, stage:iii, alive, 3035 days
12524.7
TCGA-AL-3466-01A
41 years, male, white, stage:iv, dead, 293 days
12509.4
TCGA-5P-A9KC-01A
51 years, female, white, alive, 377 days
12356.1
TCGA-Y8-A898-01A
69 years, male, white, stage:i, alive, 475 days
12347.4
TCGA-Y8-A896-01A
62 years, male, white, stage:iii, alive, 567 days
12212.3
TCGA-2Z-A9J7-01A
63 years, male, white, stage:iv, dead, 139 days
12002.3
TCGA-B3-A6W5-01A
43 years, male, black or african american, stage:i, alive, 309 days
11963.6
TCGA-KV-A74V-01A
40 years, male, white, stage:i, alive, 347 days
11859.5
TCGA-UZ-A9PQ-01A
59 years, male, black or african american, stage:iii, dead, 2624 days
11780.0
TCGA-AT-A5NU-01A
77 years, male, white, stage:i, alive, 67 days
11779.0
TCGA-B9-A8YH-01A
52 years, male, black or african american, stage:i, alive, 532 days
11635.2
TCGA-B9-4113-01A
64 years, male, black or african american, stage:i, dead, 1536 days
11631.5
TCGA-A4-7583-01A
60 years, male, black or african american, stage:i, alive, 3 days
11491.0
TCGA-IA-A83T-01A
80 years, male, white, dead, 2684 days
11168.8
TCGA-5P-A9KA-01A
61 years, male, white, alive, 395 days
11144.6
TCGA-DW-7834-01A
53 years, male, white, stage:i, alive, 3950 days
10984.3
TCGA-2Z-A9JG-01A
64 years, male, white, stage:i, alive, 1662 days
10981.5
TCGA-O9-A75Z-01A
44 years, male, white, stage:i, alive, 471 days
10904.9
TCGA-B3-3925-01A
52 years, male, white, stage:iii, alive, 1029 days
10891.5
TCGA-2Z-A9JK-01A
50 years, male, white, stage:iii, alive, 1186 days
10797.3
TCGA-2Z-A9J8-01A
50 years, male, white, stage:i, alive, 2790 days
10729.6
TCGA-G7-A4TM-01A
41 years, male, black or african american, stage:i, alive, 768 days
10659.3
TCGA-Y8-A897-01A
68 years, female, white, stage:i, alive, 549 days
10626.2
TCGA-A4-7287-01A
75 years, female, white, stage:i, dead, 597 days
10561.5
TCGA-G7-6790-01A
57 years, male, white, stage:i, alive, 1575 days
10548.6
TCGA-Y8-A895-01A
74 years, male, white, stage:i, alive, 484 days
10487.3
TCGA-UZ-A9PK-01A
71 years, male, white, stage:i, alive, 3571 days
10451.8
TCGA-F9-A4JJ-01A
35 years, female, black or african american, stage:iii, dead, 325 days
10448.6
TCGA-B3-4104-01A
75 years, male, white, stage:ii, alive, 1049 days
10428.4
TCGA-B9-A5W9-01A
40 years, male, white, stage:i, alive, 5 days
10378.4
TCGA-B1-7332-01A
61 years, female, black or african american, stage:ii, alive, 1141 days
10312.1
TCGA-A4-8515-01A
47 years, male, american indian or alaska native, stage:i, alive, 709 days
10218.6
TCGA-B9-5156-01A
51 years, male, white, alive, 1338 days
10191.0
TCGA-Y8-A8S0-01A
58 years, male, white, stage:i, alive, 183 days
10064.2
TCGA-PJ-A5Z9-01A
80 years, female, white, stage:i, alive, 540 days
9907.1
TCGA-P4-A5E8-01A
57 years, male, white, stage:iii, dead, 1306 days
9839.7
TCGA-2Z-A9JS-01A
74 years, male, white, stage:i, dead, 492 days
9773.8
TCGA-2Z-A9JL-01A
47 years, male, black or african american, stage:i, alive, 1006 days
9724.7
TCGA-G7-6789-01A
53 years, female, white, stage:iv, dead, 122 days
9482.4
TCGA-2Z-A9JR-01A
57 years, male, white, stage:i, alive, 161 days
9475.7
TCGA-A4-7996-01A
61 years, female, white, stage:i, alive, 506 days
9387.6
TCGA-GL-A59R-01A
79 years, male, white, stage:iii, alive, 378 days
9366.6
TCGA-B1-A47M-01A
79 years, male, black or african american, stage:iii, alive, 659 days
9275.8
TCGA-P4-A5EB-01A
83 years, male, white, stage:i, alive, 3015 days
9186.6
TCGA-UZ-A9PP-01A
60 years, male, white, stage:i, alive, 3010 days
9176.9
TCGA-IA-A40Y-01A
60 years, female, white, stage:iii, alive, 62 days
9122.5
TCGA-MH-A562-01A
57 years, male, black or african american, stage:i, alive, 616 days
9095.9
TCGA-UZ-A9PJ-01A
78 years, male, white, stage:i, dead, 797 days
9009.3
TCGA-BQ-5876-01A
75 years, male, white, stage:i, alive, 586 days
8943.8
TCGA-5P-A9K4-01A
54 years, male, white, alive, 2184 days
8646.1
TCGA-BQ-5882-01A
54 years, male, stage:iii, dead, 658 days
8623.4
TCGA-2Z-A9JI-01A
38 years, male, white, stage:iii, alive, 1567 days
8622.1
TCGA-A4-A6HP-01A
66 years, male, white, stage:i, alive, 379 days
8531.3
TCGA-GL-A9DC-01A
66 years, female, white, stage:i, alive, 392 days
8520.4
TCGA-B3-8121-01A
48 years, female, black or african american, stage:i, alive, 379 days
8382.3
TCGA-GL-7773-01A
63 years, male, white, stage:i, alive, 393 days
8379.8
TCGA-HE-7129-01A
male, stage:ii, alive, 2492 days
8159.4
TCGA-J7-8537-01A
37 years, female, asian, stage:iii, dead, 321 days
8148.5
TCGA-B3-3926-01A
59 years, female, white, stage:i, alive, 883 days
8132.5
TCGA-F9-A7Q0-01A
37 years, female, asian, stage:i, alive, 398 days
7917.6
TCGA-G7-A8LE-01A
62 years, male, white, stage:i, alive, 2453 days
7712.3
TCGA-G7-6797-01A
46 years, male, white, stage:iii, alive, 765 days
7685.9
TCGA-HE-A5NH-01A
62 years, male, stage:i, alive, 791 days
7669.0
TCGA-DW-7838-01A
66 years, male, white, stage:i, alive, 744 days
7661.2
TCGA-5P-A9JV-01A
49 years, male, white, alive, 2043 days
7642.4
TCGA-2Z-A9JQ-01A
66 years, male, white, stage:i, alive, 778 days
7614.8
TCGA-B9-A5W7-01A
47 years, male, black or african american, stage:i, alive, 585 days
7604.6
TCGA-G7-6792-01A
40 years, male, black or african american, stage:i, alive, 2765 days
7591.5
TCGA-BQ-7049-01A
45 years, female, white, stage:i, dead, 1364 days
7547.3
TCGA-IZ-8196-01A
50 years, male, white, stage:i, alive, 649 days
7540.4
TCGA-A4-7915-01A
35 years, female, black or african american, stage:ii, alive, 7 days
7539.3
TCGA-UZ-A9PR-01A
84 years, male, white, stage:i, alive, 2627 days
7354.6
TCGA-IZ-A6M8-01A
69 years, male, black or african american, stage:i, alive, 497 days
7275.8
TCGA-G7-A8LD-01A
71 years, male, white, stage:iii, dead, 514 days
7188.6
TCGA-EV-5902-01A
58 years, male, white, stage:i, alive, 578 days
7152.7
TCGA-F9-A7VF-01A
75 years, female, white, stage:i, alive, 73 days
7074.7
TCGA-DZ-6132-01A
69 years, male, stage:i, alive, 2460 days
6997.8
TCGA-IZ-A6M9-01A
63 years, male, white, stage:i, alive, 376 days
6942.8
TCGA-MH-A561-01A
66 years, male, white, stage:i, alive, 841 days
6904.8
TCGA-BQ-5884-01A
59 years, female, black or african american, stage:i, alive, 792 days
6898.6
TCGA-5P-A9K8-01A
51 years, female, white, alive, 1309 days
6629.1
TCGA-A4-A5Y1-01A
75 years, male, white, stage:iii, dead, 395 days
6533.2
TCGA-SX-A7SQ-01A
48 years, male, white, stage:i, alive, 1266 days
6531.2
TCGA-B9-A5W8-01A
50 years, male, black or african american, stage:ii, alive, 524 days
6475.8
TCGA-EV-5903-01A
57 years, male, white, stage:i, alive, 757 days
6467.0
TCGA-DZ-6133-01A
66 years, female, white, stage:i, dead, 1557 days
6310.3
TCGA-DW-7839-01A
58 years, female, white, stage:i, alive, 419 days
6207.9
TCGA-B1-A654-01A
43 years, female, black or african american, stage:i, alive, 616 days
5883.6
TCGA-G7-7501-01A
55 years, female, black or african american, stage:iii, dead, 624 days
5645.0
TCGA-P4-AAVL-01A
85 years, male, white, stage:iii, dead, 487 days
5593.1
TCGA-HE-7130-01A
female, stage:iii, alive, 1770 days
5553.7
TCGA-A4-7997-01A
67 years, male, white, stage:i, alive, 927 days
5476.1
TCGA-DW-7842-01A
52 years, male, white, stage:i, alive, 92 days
5466.9
TCGA-DZ-6135-01A
45 years, male, stage:i, alive, 2269 days
5441.9
TCGA-2Z-A9J9-01A
77 years, male, black or african american, stage:i, alive, 2294 days
5341.1
TCGA-SX-A71S-01A
66 years, female, white, stage:i, alive, 1504 days
5263.4
TCGA-UZ-A9PN-01A
54 years, male, white, stage:iii, dead, 1136 days
5230.1
TCGA-BQ-5887-01A
54 years, male, white, stage:iii, alive, 771 days
5049.8
TCGA-AL-3467-01A
54 years, female, white, alive, 2135 days
5001.0
TCGA-DW-7836-01A
55 years, male, white, stage:i, alive, 1093 days
4925.9
TCGA-BQ-7051-01A
74 years, male, white, stage:ii, alive, 1533 days
4794.9
TCGA-UN-AAZ9-01A
76 years, female, black or african american, stage:i, alive, 548 days
4750.9
TCGA-Y8-A894-01A
57 years, female, white, stage:i, alive, 567 days
4748.6
TCGA-A4-7288-01A
71 years, female, white, alive, 1857 days
4453.9
TCGA-A4-8310-01A
58 years, male, white, stage:iii, alive, 780 days
4430.7
TCGA-MH-A55W-01A
50 years, male, black or african american, stage:i, alive, 1043 days
4423.4
TCGA-F9-A8NY-01A
38 years, female, asian, stage:iv, alive, 36 days
4411.2
TCGA-MH-A854-01A
62 years, female, black or african american, stage:i, alive, 536 days
4331.2
TCGA-G7-6793-01A
60 years, female, white, stage:iv, dead, 336 days
4224.5
TCGA-IA-A83V-01A
63 years, male, white, stage:i, dead, 2941 days
4218.4
TCGA-AL-3473-01A
55 years, male, white, stage:ii, alive, 1906 days
4137.4
TCGA-B9-7268-01A
59 years, male, white, stage:ii, alive, 671 days
4135.4
TCGA-B9-5155-01A
71 years, male, white, stage:iii, alive, 665 days
4124.7
TCGA-EV-5901-01A
47 years, female, white, stage:i, alive, 1040 days
4090.9
TCGA-2Z-A9JJ-01A
69 years, female, white, stage:i, alive, 1213 days
3282.9
TCGA-Q2-A5QZ-01A
61 years, female, black or african american, stage:iii, alive, 428 days
3268.5
TCGA-A4-7828-01A
74 years, female, black or african american, stage:i, alive, 238 days
3268.5
TCGA-A4-7734-01A
53 years, female, white, stage:i, alive, 27 days
3104.6
TCGA-BQ-5879-01A
32 years, female, white, stage:iii, dead, 697 days
3081.5
TCGA-GL-8500-01A
63 years, male, white, stage:i, alive, 841 days
3073.1
TCGA-GL-7966-01A
28 years, female, white, stage:iii, alive, 112 days
2891.2
TCGA-BQ-5894-01A
42 years, male, stage:iv, alive, 84 days
2479.9
TCGA-F9-A97G-01A
79 years, male, asian, stage:iii, alive, 13 days
2326.7
TCGA-BQ-5878-01A
79 years, female, white, stage:iii, alive, 1938 days
2067.0
TCGA-BQ-5891-01A
57 years, female, white, stage:iii, alive, 29 days
1754.7
TCGA-BQ-5877-01A
60 years, male, black or african american, stage:iv, dead, 270 days
1180.8
TCGA-B9-4116-01A
75 years, female, black or african american, alive, 627 days
1162.3
TCGA-AL-A5DJ-01A
55 years, female, white, stage:iii, dead, 1498 days