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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
15789.0
Number of samples
285
Samples
Sample
Description
FPKM
TCGA-DW-7963-01B
43 years, male, black or african american, stage:i, alive, 1240 days
69700.8
TCGA-BQ-5881-01A
69 years, male, white, stage:i, alive, 1454 days
68661.8
TCGA-BQ-7058-01A
81 years, male, white, stage:iii, dead, 343 days
67805.5
TCGA-5P-A9K2-01A
62 years, male, white, alive, 2392 days
54850.0
TCGA-UZ-A9Q0-01A
60 years, male, white, stage:i, alive, 3368 days
54790.4
TCGA-HE-A5NI-01A
73 years, male, stage:i, alive, 360 days
53562.6
TCGA-BQ-5880-01A
79 years, male, white, stage:iii, dead, 1314 days
51157.8
TCGA-BQ-5886-01A
75 years, male, white, stage:iii, alive, 792 days
47468.9
TCGA-SX-A7SS-01A
67 years, male, white, stage:i, alive, 1615 days
46928.5
TCGA-B9-A44B-01A
70 years, male, black or african american, stage:iii, alive, 361 days
45308.1
TCGA-G7-6795-01A
56 years, male, white, stage:i, alive, 1194 days
43337.5
TCGA-AL-3471-01A
74 years, male, white, stage:i, dead, 1500 days
42927.1
TCGA-J7-A8I2-01A
75 years, male, asian, stage:i, alive, 307 days
42762.4
TCGA-HE-A5NL-01A
51 years, male, stage:i, alive, 767 days
41192.1
TCGA-G7-A8LB-01A
70 years, male, white, stage:iv, alive, 547 days
39358.5
TCGA-A4-8518-01A
48 years, male, white, stage:i, alive, 600 days
38520.0
TCGA-BQ-7045-01A
78 years, male, black or african american, stage:i, dead, 1468 days
38044.2
TCGA-5P-A9KE-01A
70 years, male, white, alive, 824 days
37100.9
TCGA-GL-A4EM-01A
62 years, male, white, stage:i, alive, 32 days
35649.3
TCGA-IZ-8195-01A
82 years, male, white, stage:ii, alive, 677 days
34732.8
TCGA-A4-A48D-01A
85 years, male, black or african american, stage:i, alive, 379 days
34720.7
TCGA-B9-A69E-01A
71 years, male, white, stage:iii, alive, 452 days
32456.1
TCGA-WN-AB4C-01A
female, white, stage:i, alive, 1188 days
32090.3
TCGA-A4-8311-01A
60 years, male, white, stage:i, alive, 729 days
31829.0
TCGA-2Z-A9JP-01A
63 years, male, white, stage:i, alive, 893 days
31643.5
TCGA-AL-3466-01A
41 years, male, white, stage:iv, dead, 293 days
31595.3
TCGA-P4-AAVO-01A
69 years, male, white, stage:i, alive, 2400 days
31577.9
TCGA-BQ-7060-01A
53 years, male, american indian or alaska native, stage:i, alive, 214 days
31399.0
TCGA-HE-A5NF-01A
58 years, male, stage:i, alive, 2582 days
31315.6
TCGA-DW-5560-01A
38 years, female, white, stage:i, alive, 1486 days
31089.8
TCGA-BQ-5890-01A
69 years, male, white, stage:iii, alive, 233 days
30145.5
TCGA-2Z-A9JO-01A
56 years, female, black or african american, stage:i, alive, 949 days
30138.8
TCGA-BQ-7044-01A
73 years, male, white, stage:iii, alive, 3760 days
29471.3
TCGA-G7-6796-01A
58 years, male, white, stage:i, alive, 2173 days
29194.6
TCGA-B9-4617-01A
41 years, male, black or african american, alive, 35 days
29126.6
TCGA-MH-A560-01A
62 years, male, white, stage:i, alive, 924 days
28647.0
TCGA-BQ-7056-01A
75 years, female, white, stage:iii, alive, 612 days
28322.2
TCGA-A4-7584-01A
59 years, male, black or african american, stage:i, alive, 650 days
27445.3
TCGA-UZ-A9Q1-01A
88 years, female, white, stage:i, alive, 1562 days
26918.5
TCGA-B9-A8YI-01A
79 years, male, black or african american, stage:i, alive, 374 days
26916.2
TCGA-B1-A47N-01A
62 years, male, white, stage:i, alive, 1110 days
26898.7
TCGA-A4-A5Y0-01A
61 years, female, white, stage:i, alive, 252 days
26671.6
TCGA-P4-A5E6-01A
67 years, male, black or african american, stage:iii, alive, 3035 days
26225.0
TCGA-AL-3468-01A
74 years, male, white, stage:ii, dead, 2331 days
25994.2
TCGA-P4-AAVM-01A
69 years, male, white, stage:i, alive, 1539 days
25912.8
TCGA-BQ-7055-01A
73 years, male, white, stage:i, alive, 799 days
25832.9
TCGA-A4-8517-01A
71 years, male, white, stage:i, alive, 597 days
25439.3
TCGA-5P-A9JW-01A
64 years, male, white, alive, 3241 days
25333.7
TCGA-SX-A71R-01A
51 years, male, white, stage:i, alive, 1457 days
25279.6
TCGA-Y8-A895-01A
74 years, male, white, stage:i, alive, 484 days
25087.4
TCGA-5P-A9K3-01A
59 years, male, white, dead, 471 days
25011.7
TCGA-B1-A47O-01A
54 years, female, white, stage:i, alive, 842 days
24944.3
TCGA-AL-3472-01A
57 years, male, black or african american, alive, 2029 days
24197.6
TCGA-2Z-A9JN-01A
50 years, female, black or african american, stage:i, alive, 740 days
24168.7
TCGA-A4-A5DU-01A
45 years, female, white, stage:i, alive, 496 days
23450.9
TCGA-BQ-7048-01A
64 years, male, white, stage:iii, alive, 2839 days
23363.9
TCGA-2Z-A9JD-01A
66 years, male, white, stage:i, alive, 1060 days
23235.5
TCGA-A4-7585-01A
67 years, male, white, stage:iii, dead, 1070 days
23116.5
TCGA-5P-A9JU-01A
81 years, male, white, stage:iii, alive, 373 days
23110.6
TCGA-BQ-7061-01A
84 years, female, white, stage:i, alive, 218 days
22906.5
TCGA-2Z-A9J2-01A
71 years, female, white, stage:i, alive, 1795 days
22904.3
TCGA-P4-A5EA-01A
54 years, female, white, stage:iii, dead, 201 days
22687.1
TCGA-WN-A9G9-01A
male, white, stage:i, alive, 791 days
22389.4
TCGA-SX-A7SO-01A
64 years, male, white, stage:i, alive, 1257 days
22292.2
TCGA-BQ-5888-01A
74 years, female, white, stage:i, alive, 403 days
22070.7
TCGA-5P-A9K6-01A
64 years, male, white, alive, 1914 days
21786.2
TCGA-BQ-5885-01A
63 years, male, white, stage:iii, alive, 921 days
21388.1
TCGA-UZ-A9PO-01A
80 years, male, white, stage:i, alive, 1911 days
21359.9
TCGA-SX-A7SM-01A
60 years, male, black or african american, stage:iv, dead, 363 days
21311.4
TCGA-BQ-5875-01A
66 years, female, white, stage:iii, alive, 2639 days
21160.1
TCGA-UZ-A9PZ-01A
65 years, male, white, stage:iii, alive, 657 days
21043.4
TCGA-SX-A7SL-01A
74 years, male, stage:i, alive, 823 days
20740.7
TCGA-A4-8098-01A
73 years, male, black or african american, stage:i, alive, 896 days
20625.6
TCGA-IA-A83S-01A
81 years, male, white, dead, 2609 days
20602.3
TCGA-DW-7840-01A
60 years, male, black or african american, stage:i, alive, 114 days
20348.0
TCGA-A4-A4ZT-01A
71 years, female, white, stage:i, alive, 516 days
20333.7
TCGA-5P-A9K0-01A
75 years, male, white, alive, 677 days
20057.9
TCGA-HE-A5NJ-01A
58 years, male, alive, 1726 days
20022.8
TCGA-5P-A9JY-01A
79 years, male, white, dead, 1508 days
19796.3
TCGA-BQ-7046-01A
61 years, male, white, stage:i, alive, 2948 days
19648.0
TCGA-GL-A9DD-01A
69 years, male, white, stage:i, alive, 341 days
19480.1
TCGA-GL-6846-01A
52 years, male, white, stage:iv, alive, 5925 days
19389.0
TCGA-BQ-7050-01A
53 years, female, white, stage:i, alive, 1864 days
19290.5
TCGA-HE-A5NK-01A
82 years, male, alive, 2228 days
19241.7
TCGA-A4-8630-01A
59 years, female, white, stage:i, alive, 436 days
19226.8
TCGA-P4-AAVK-01A
74 years, male, white, stage:iii, alive, 1590 days
19194.2
TCGA-SX-A7SP-01A
66 years, female, white, stage:i, dead, 496 days
19132.1
TCGA-2Z-A9J3-01A
67 years, male, white, stage:ii, dead, 1771 days
19066.2
TCGA-KV-A6GE-01A
65 years, male, white, stage:i, alive, 885 days
18889.6
TCGA-UZ-A9PM-01A
62 years, male, white, stage:ii, alive, 3811 days
18685.5
TCGA-SX-A71V-01A
80 years, male, white, stage:i, alive, 876 days
18561.9
TCGA-AT-A5NU-01A
77 years, male, white, stage:i, alive, 67 days
18538.3
TCGA-UZ-A9PQ-01A
59 years, male, black or african american, stage:iii, dead, 2624 days
18520.6
TCGA-MH-A856-01A
54 years, male, white, stage:i, alive, 947 days
18352.9
TCGA-DZ-6134-01A
69 years, male, white, stage:i, alive, 1856 days
18167.3
TCGA-A4-8312-01A
60 years, male, black or african american, stage:i, alive, 708 days
18004.8
TCGA-A4-7286-01A
42 years, male, white, alive, 554 days
17980.3
TCGA-Y8-A8RY-01A
63 years, male, white, stage:i, alive, 769 days
17478.6
TCGA-B1-5398-01A
73 years, male, white, stage:iii, alive, 1251 days
17477.8
TCGA-MH-A55Z-01A
65 years, male, black or african american, stage:i, alive, 845 days
17372.0
TCGA-MH-A855-01A
52 years, female, black or african american, stage:ii, alive, 369 days
17353.0
TCGA-G7-A8LC-01A
61 years, male, white, stage:i, alive, 702 days
17292.1
TCGA-BQ-5889-01A
63 years, male, white, stage:iv, dead, 329 days
17121.3
TCGA-IA-A40X-01A
49 years, female, black or african american, stage:i, alive, 608 days
17093.8
TCGA-5P-A9JZ-01A
51 years, female, white, alive, 2744 days
17005.9
TCGA-2Z-A9JT-01A
71 years, male, white, stage:i, alive, 684 days
16943.7
TCGA-Y8-A8RZ-01A
55 years, male, white, stage:i, alive, 112 days
16939.1
TCGA-IA-A40U-01A
56 years, male, white, stage:iii, alive, 511 days
16474.6
TCGA-BQ-5883-01A
79 years, female, black or african american, stage:i, alive, 1242 days
16423.3
TCGA-BQ-7053-01A
57 years, female, black or african american, stage:iii, alive, 1516 days
16086.8
TCGA-GL-A9DE-01A
74 years, male, black or african american, stage:i, alive, 496 days
15831.2
TCGA-Y8-A896-01A
62 years, male, white, stage:iii, alive, 567 days
15759.9
TCGA-4A-A93X-01A
58 years, male, white, stage:iv, alive, 390 days
15747.1
TCGA-BQ-5893-01A
61 years, male, white, stage:iv, dead, 241 days
15585.0
TCGA-P4-A5ED-01A
51 years, male, white, stage:i, alive, 2816 days
15538.0
TCGA-MH-A55W-01A
50 years, male, black or african american, stage:i, alive, 1043 days
15409.7
TCGA-A4-7732-01A
55 years, male, black or african american, alive, 582 days
15310.1
TCGA-G7-7502-01A
83 years, male, white, stage:i, alive, 786 days
14991.8
TCGA-5P-A9KH-01A
77 years, male, white, alive, 2051 days
14781.3
TCGA-AL-7173-01A
72 years, female, white, stage:iv, alive, 2060 days
14638.8
TCGA-B1-A655-01A
77 years, female, white, stage:i, alive, 510 days
14624.2
TCGA-BQ-7062-01A
64 years, male, black or african american, stage:i, alive, 116 days
14512.7
TCGA-A4-A5XZ-01A
65 years, female, white, stage:ii, alive, 479 days
14236.8
TCGA-DW-5561-01A
51 years, male, black or african american, stage:i, alive, 414 days
14136.9
TCGA-GL-A59T-01A
46 years, male, white, stage:i, alive, 546 days
13970.3
TCGA-4A-A93Y-01A
63 years, female, black or african american, stage:ii, alive, 352 days
13870.6
TCGA-SX-A7SR-01A
66 years, male, white, stage:ii, alive, 805 days
13829.2
TCGA-P4-A5E8-01A
57 years, male, white, stage:iii, dead, 1306 days
13726.3
TCGA-A4-A57E-01A
59 years, male, white, stage:iv, dead, 258 days
13720.8
TCGA-2Z-A9J1-01A
71 years, male, white, stage:i, alive, 2298 days
13682.0
TCGA-2Z-A9JK-01A
50 years, male, white, stage:iii, alive, 1186 days
13650.9
TCGA-UZ-A9PX-01A
73 years, male, white, stage:i, alive, 1981 days
13489.6
TCGA-UZ-A9PV-01A
65 years, male, white, stage:i, alive, 1444 days
13485.8
TCGA-PJ-A5Z8-01A
60 years, female, white, stage:i, alive, 600 days
13334.1
TCGA-B9-4117-01A
48 years, female, black or african american, alive, 14 days
13154.2
TCGA-F9-A4JJ-01A
35 years, female, black or african american, stage:iii, dead, 325 days
13115.5
TCGA-SX-A71U-01A
57 years, male, white, stage:i, alive, 1357 days
13062.9
TCGA-BQ-5887-01A
54 years, male, white, stage:iii, alive, 771 days
13020.4
TCGA-G7-6790-01A
57 years, male, white, stage:i, alive, 1575 days
12996.4
TCGA-DW-7837-01A
43 years, male, black or african american, stage:i, alive, 1142 days
12923.8
TCGA-5P-A9K9-01A
59 years, female, white, dead, 589 days
12883.3
TCGA-SX-A7SN-01A
52 years, male, white, stage:i, alive, 578 days
12861.2
TCGA-2Z-A9J5-01A
80 years, male, white, stage:ii, alive, 3050 days
12848.5
TCGA-2Z-A9J6-01A
61 years, male, white, stage:i, alive, 1731 days
12816.5
TCGA-BQ-7059-01A
71 years, male, white, stage:i, alive, 232 days
12631.2
TCGA-B1-A657-01A
54 years, male, white, stage:i, alive, 641 days
12547.1
TCGA-2Z-A9JM-01A
28 years, male, white, stage:i, alive, 934 days
12501.1
TCGA-B3-4103-01A
56 years, male, white, stage:i, alive, 930 days
12346.3
TCGA-2K-A9WE-01A
53 years, male, white, stage:ii, alive, 214 days
12280.2
TCGA-B9-4113-01A
64 years, male, black or african american, stage:i, dead, 1536 days
12134.6
TCGA-G7-6789-01A
53 years, female, white, stage:iv, dead, 122 days
12016.6
TCGA-5P-A9KF-01A
53 years, male, white, alive, 845 days
11705.2
TCGA-IA-A83V-01A
63 years, male, white, stage:i, dead, 2941 days
11681.5
TCGA-B3-4104-01A
75 years, male, white, stage:ii, alive, 1049 days
11642.9
TCGA-UZ-A9PU-01A
77 years, male, white, stage:i, dead, 933 days
11563.7
TCGA-B1-A47M-01A
79 years, male, black or african american, stage:iii, alive, 659 days
11493.5
TCGA-V9-A7HT-01A
67 years, male, black or african american, stage:ii, alive, 965 days
11483.7
TCGA-Y8-A8S1-01A
61 years, male, white, stage:i, alive, 404 days
11210.0
TCGA-IA-A83W-01A
70 years, male, white, stage:i, dead, 2043 days
11075.1
TCGA-SX-A7SU-01A
47 years, male, stage:i, alive, 1331 days
10990.6
TCGA-IA-A83T-01A
80 years, male, white, dead, 2684 days
10572.4
TCGA-A4-7583-01A
60 years, male, black or african american, stage:i, alive, 3 days
10502.2
TCGA-J7-6720-01A
42 years, male, asian, stage:i, alive, 388 days
10450.9
TCGA-4A-A93W-01A
66 years, female, white, stage:i, alive, 4 days
10397.0
TCGA-DW-7834-01A
53 years, male, white, stage:i, alive, 3950 days
10308.6
TCGA-B1-A656-01A
64 years, male, white, stage:i, alive, 618 days
10242.3
TCGA-B9-4115-01A
53 years, male, black or african american, stage:i, alive, 803 days
10199.8
TCGA-MH-A857-01A
63 years, male, black or african american, stage:i, alive, 890 days
10173.7
TCGA-UZ-A9PN-01A
54 years, male, white, stage:iii, dead, 1136 days
10005.0
TCGA-B9-5156-01A
51 years, male, white, alive, 1338 days
9970.5
TCGA-B9-A5W8-01A
50 years, male, black or african american, stage:ii, alive, 524 days
9943.4
TCGA-SX-A71W-01A
66 years, male, white, stage:i, alive, 1076 days
9923.9
TCGA-F9-A7VF-01A
75 years, female, white, stage:i, alive, 73 days
9831.6
TCGA-UZ-A9PK-01A
71 years, male, white, stage:i, alive, 3571 days
9759.0
TCGA-UZ-A9PS-01A
62 years, female, black or african american, stage:ii, alive, 2167 days
9656.2
TCGA-KV-A6GD-01A
85 years, male, white, stage:i, alive, 560 days
9454.1
TCGA-2Z-A9J7-01A
63 years, male, white, stage:iv, dead, 139 days
9393.0
TCGA-BQ-5892-01A
51 years, male, white, stage:i, alive, 364 days
9383.3
TCGA-A4-7287-01A
75 years, female, white, stage:i, dead, 597 days
9212.9
TCGA-DW-7841-01A
61 years, male, black or african american, stage:i, alive, 445 days
9144.9
TCGA-F9-A7Q0-01A
37 years, female, asian, stage:i, alive, 398 days
9052.3
TCGA-B3-A6W5-01A
43 years, male, black or african american, stage:i, alive, 309 days
9012.1
TCGA-O9-A75Z-01A
44 years, male, white, stage:i, alive, 471 days
8987.8
TCGA-B9-7268-01A
59 years, male, white, stage:ii, alive, 671 days
8798.9
TCGA-A4-8516-01A
62 years, male, white, stage:iii, alive, 23 days
8766.4
TCGA-Y8-A898-01A
69 years, male, white, stage:i, alive, 475 days
8750.2
TCGA-G7-A4TM-01A
41 years, male, black or african american, stage:i, alive, 768 days
8685.3
TCGA-2Z-A9J8-01A
50 years, male, white, stage:i, alive, 2790 days
8658.9
TCGA-B3-8121-01A
48 years, female, black or african american, stage:i, alive, 379 days
8627.6
TCGA-B9-5155-01A
71 years, male, white, stage:iii, alive, 665 days
8481.2
TCGA-GL-8500-01A
63 years, male, white, stage:i, alive, 841 days
8311.7
TCGA-Y8-A897-01A
68 years, female, white, stage:i, alive, 549 days
8266.2
TCGA-UZ-A9PP-01A
60 years, male, white, stage:i, alive, 3010 days
8132.7
TCGA-A4-7288-01A
71 years, female, white, alive, 1857 days
8058.8
TCGA-G7-6797-01A
46 years, male, white, stage:iii, alive, 765 days
8035.3
TCGA-G7-A8LD-01A
71 years, male, white, stage:iii, dead, 514 days
7945.3
TCGA-B9-A5W9-01A
40 years, male, white, stage:i, alive, 5 days
7797.7
TCGA-B1-7332-01A
61 years, female, black or african american, stage:ii, alive, 1141 days
7763.7
TCGA-B9-A8YH-01A
52 years, male, black or african american, stage:i, alive, 532 days
7695.8
TCGA-5P-A9K8-01A
51 years, female, white, alive, 1309 days
7658.0
TCGA-GL-A59R-01A
79 years, male, white, stage:iii, alive, 378 days
7634.3
TCGA-HE-7129-01A
male, stage:ii, alive, 2492 days
7621.0
TCGA-A4-8515-01A
47 years, male, american indian or alaska native, stage:i, alive, 709 days
7493.8
TCGA-MH-A562-01A
57 years, male, black or african american, stage:i, alive, 616 days
7488.9
TCGA-UZ-A9PL-01A
59 years, male, white, stage:ii, alive, 3152 days
7466.0
TCGA-2Z-A9JS-01A
74 years, male, white, stage:i, dead, 492 days
7457.2
TCGA-2Z-A9JE-01A
59 years, male, white, stage:i, alive, 1728 days
7401.2
TCGA-A4-7915-01A
35 years, female, black or african american, stage:ii, alive, 7 days
7301.6
TCGA-PJ-A5Z9-01A
80 years, female, white, stage:i, alive, 540 days
7244.4
TCGA-5P-A9K4-01A
54 years, male, white, alive, 2184 days
7165.7
TCGA-P4-A5E7-01A
74 years, female, white, stage:i, alive, 2649 days
7130.5
TCGA-2Z-A9JR-01A
57 years, male, white, stage:i, alive, 161 days
7129.2
TCGA-GL-A9DC-01A
66 years, female, white, stage:i, alive, 392 days
7122.8
TCGA-DW-7838-01A
66 years, male, white, stage:i, alive, 744 days
7105.3
TCGA-SX-A7SQ-01A
48 years, male, white, stage:i, alive, 1266 days
7024.1
TCGA-B3-3925-01A
52 years, male, white, stage:iii, alive, 1029 days
6962.2
TCGA-IA-A40Y-01A
60 years, female, white, stage:iii, alive, 62 days
6879.1
TCGA-Y8-A8S0-01A
58 years, male, white, stage:i, alive, 183 days
6760.4
TCGA-5P-A9KC-01A
51 years, female, white, alive, 377 days
6721.6
TCGA-P4-A5EB-01A
83 years, male, white, stage:i, alive, 3015 days
6714.1
TCGA-EV-5903-01A
57 years, male, white, stage:i, alive, 757 days
6710.3
TCGA-IZ-A6M8-01A
69 years, male, black or african american, stage:i, alive, 497 days
6606.7
TCGA-F9-A97G-01A
79 years, male, asian, stage:iii, alive, 13 days
6538.0
TCGA-A4-7996-01A
61 years, female, white, stage:i, alive, 506 days
6490.8
TCGA-KV-A74V-01A
40 years, male, white, stage:i, alive, 347 days
6468.1
TCGA-5P-A9KA-01A
61 years, male, white, alive, 395 days
6403.8
TCGA-DW-7836-01A
55 years, male, white, stage:i, alive, 1093 days
6296.2
TCGA-EV-5902-01A
58 years, male, white, stage:i, alive, 578 days
6286.4
TCGA-G7-7501-01A
55 years, female, black or african american, stage:iii, dead, 624 days
6243.4
TCGA-BQ-7049-01A
45 years, female, white, stage:i, dead, 1364 days
6160.3
TCGA-BQ-5882-01A
54 years, male, stage:iii, dead, 658 days
6152.8
TCGA-GL-7773-01A
63 years, male, white, stage:i, alive, 393 days
6057.9
TCGA-A4-8310-01A
58 years, male, white, stage:iii, alive, 780 days
5950.4
TCGA-G7-A8LE-01A
62 years, male, white, stage:i, alive, 2453 days
5885.3
TCGA-B3-3926-01A
59 years, female, white, stage:i, alive, 883 days
5863.6
TCGA-BQ-5876-01A
75 years, male, white, stage:i, alive, 586 days
5854.9
TCGA-A4-A5Y1-01A
75 years, male, white, stage:iii, dead, 395 days
5801.6
TCGA-2Z-A9JL-01A
47 years, male, black or african american, stage:i, alive, 1006 days
5794.2
TCGA-2Z-A9JI-01A
38 years, male, white, stage:iii, alive, 1567 days
5742.7
TCGA-5P-A9JV-01A
49 years, male, white, alive, 2043 days
5742.0
TCGA-G7-6792-01A
40 years, male, black or african american, stage:i, alive, 2765 days
5728.6
TCGA-2Z-A9JG-01A
64 years, male, white, stage:i, alive, 1662 days
5551.7
TCGA-F9-A8NY-01A
38 years, female, asian, stage:iv, alive, 36 days
5546.2
TCGA-IZ-A6M9-01A
63 years, male, white, stage:i, alive, 376 days
5451.1
TCGA-UZ-A9PJ-01A
78 years, male, white, stage:i, dead, 797 days
5435.7
TCGA-Q2-A5QZ-01A
61 years, female, black or african american, stage:iii, alive, 428 days
5336.9
TCGA-A4-A6HP-01A
66 years, male, white, stage:i, alive, 379 days
5148.6
TCGA-BQ-7051-01A
74 years, male, white, stage:ii, alive, 1533 days
5045.8
TCGA-UZ-A9PR-01A
84 years, male, white, stage:i, alive, 2627 days
5027.7
TCGA-IZ-8196-01A
50 years, male, white, stage:i, alive, 649 days
5023.5
TCGA-2Z-A9JQ-01A
66 years, male, white, stage:i, alive, 778 days
4978.9
TCGA-DZ-6133-01A
66 years, female, white, stage:i, dead, 1557 days
4915.9
TCGA-G7-6793-01A
60 years, female, white, stage:iv, dead, 336 days
4899.6
TCGA-BQ-5884-01A
59 years, female, black or african american, stage:i, alive, 792 days
4876.5
TCGA-HE-7130-01A
female, stage:iii, alive, 1770 days
4832.5
TCGA-Y8-A894-01A
57 years, female, white, stage:i, alive, 567 days
4740.0
TCGA-B9-4116-01A
75 years, female, black or african american, alive, 627 days
4679.9
TCGA-AL-3467-01A
54 years, female, white, alive, 2135 days
4676.1
TCGA-DW-7839-01A
58 years, female, white, stage:i, alive, 419 days
4599.6
TCGA-P4-AAVL-01A
85 years, male, white, stage:iii, dead, 487 days
4596.1
TCGA-SX-A71S-01A
66 years, female, white, stage:i, alive, 1504 days
4464.3
TCGA-HE-A5NH-01A
62 years, male, stage:i, alive, 791 days
4407.0
TCGA-DZ-6132-01A
69 years, male, stage:i, alive, 2460 days
4343.0
TCGA-MH-A854-01A
62 years, female, black or african american, stage:i, alive, 536 days
4203.6
TCGA-2Z-A9J9-01A
77 years, male, black or african american, stage:i, alive, 2294 days
4084.4
TCGA-J7-8537-01A
37 years, female, asian, stage:iii, dead, 321 days
4017.3
TCGA-B9-A5W7-01A
47 years, male, black or african american, stage:i, alive, 585 days
3794.5
TCGA-A4-7828-01A
74 years, female, black or african american, stage:i, alive, 238 days
3713.9
TCGA-DZ-6135-01A
45 years, male, stage:i, alive, 2269 days
3670.7
TCGA-AL-3473-01A
55 years, male, white, stage:ii, alive, 1906 days
3425.1
TCGA-UN-AAZ9-01A
76 years, female, black or african american, stage:i, alive, 548 days
3402.2
TCGA-GL-7966-01A
28 years, female, white, stage:iii, alive, 112 days
3355.0
TCGA-A4-7997-01A
67 years, male, white, stage:i, alive, 927 days
3312.6
TCGA-BQ-5879-01A
32 years, female, white, stage:iii, dead, 697 days
3248.5
TCGA-MH-A561-01A
66 years, male, white, stage:i, alive, 841 days
3213.3
TCGA-EV-5901-01A
47 years, female, white, stage:i, alive, 1040 days
3212.4
TCGA-BQ-5894-01A
42 years, male, stage:iv, alive, 84 days
3185.0
TCGA-DW-7842-01A
52 years, male, white, stage:i, alive, 92 days
2818.7
TCGA-B1-A654-01A
43 years, female, black or african american, stage:i, alive, 616 days
2737.2
TCGA-BQ-5878-01A
79 years, female, white, stage:iii, alive, 1938 days
2182.8
TCGA-A4-7734-01A
53 years, female, white, stage:i, alive, 27 days
2137.4
TCGA-BQ-5891-01A
57 years, female, white, stage:iii, alive, 29 days
2074.2
TCGA-AL-A5DJ-01A
55 years, female, white, stage:iii, dead, 1498 days
1747.4
TCGA-2Z-A9JJ-01A
69 years, female, white, stage:i, alive, 1213 days
1563.9
TCGA-BQ-5877-01A
60 years, male, black or african american, stage:iv, dead, 270 days