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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
16542.3
Number of samples
285
Samples
Sample
Description
FPKM
TCGA-BQ-5881-01A
69 years, male, white, stage:i, alive, 1454 days
69908.4
TCGA-UZ-A9Q0-01A
60 years, male, white, stage:i, alive, 3368 days
57387.0
TCGA-BQ-7058-01A
81 years, male, white, stage:iii, dead, 343 days
56131.0
TCGA-J7-A8I2-01A
75 years, male, asian, stage:i, alive, 307 days
53638.2
TCGA-SX-A7SS-01A
67 years, male, white, stage:i, alive, 1615 days
53503.5
TCGA-5P-A9K2-01A
62 years, male, white, alive, 2392 days
52684.2
TCGA-5P-A9KE-01A
70 years, male, white, alive, 824 days
50541.9
TCGA-BQ-5886-01A
75 years, male, white, stage:iii, alive, 792 days
48593.8
TCGA-G7-6795-01A
56 years, male, white, stage:i, alive, 1194 days
46431.7
TCGA-2Z-A9J2-01A
71 years, female, white, stage:i, alive, 1795 days
45422.1
TCGA-2Z-A9JT-01A
71 years, male, white, stage:i, alive, 684 days
43525.1
TCGA-2Z-A9JP-01A
63 years, male, white, stage:i, alive, 893 days
43014.6
TCGA-DW-7963-01B
43 years, male, black or african american, stage:i, alive, 1240 days
41805.3
TCGA-BQ-7044-01A
73 years, male, white, stage:iii, alive, 3760 days
40729.7
TCGA-5P-A9K6-01A
64 years, male, white, alive, 1914 days
39337.5
TCGA-BQ-5880-01A
79 years, male, white, stage:iii, dead, 1314 days
38858.3
TCGA-HE-A5NI-01A
73 years, male, stage:i, alive, 360 days
37618.9
TCGA-5P-A9K3-01A
59 years, male, white, dead, 471 days
37207.1
TCGA-WN-AB4C-01A
female, white, stage:i, alive, 1188 days
37170.3
TCGA-B1-A47N-01A
62 years, male, white, stage:i, alive, 1110 days
37143.7
TCGA-MH-A560-01A
62 years, male, white, stage:i, alive, 924 days
36962.5
TCGA-IZ-8195-01A
82 years, male, white, stage:ii, alive, 677 days
36678.7
TCGA-2Z-A9JO-01A
56 years, female, black or african american, stage:i, alive, 949 days
36071.7
TCGA-2Z-A9JD-01A
66 years, male, white, stage:i, alive, 1060 days
34719.9
TCGA-P4-AAVM-01A
69 years, male, white, stage:i, alive, 1539 days
34408.7
TCGA-GL-A4EM-01A
62 years, male, white, stage:i, alive, 32 days
33553.8
TCGA-A4-8311-01A
60 years, male, white, stage:i, alive, 729 days
33079.7
TCGA-G7-A8LB-01A
70 years, male, white, stage:iv, alive, 547 days
32845.3
TCGA-BQ-7060-01A
53 years, male, american indian or alaska native, stage:i, alive, 214 days
32538.9
TCGA-G7-6796-01A
58 years, male, white, stage:i, alive, 2173 days
32152.3
TCGA-2Z-A9JQ-01A
66 years, male, white, stage:i, alive, 778 days
31645.5
TCGA-AL-3468-01A
74 years, male, white, stage:ii, dead, 2331 days
31492.5
TCGA-B9-A44B-01A
70 years, male, black or african american, stage:iii, alive, 361 days
31188.9
TCGA-B9-4617-01A
41 years, male, black or african american, alive, 35 days
30965.4
TCGA-A4-7584-01A
59 years, male, black or african american, stage:i, alive, 650 days
30368.6
TCGA-A4-A5Y0-01A
61 years, female, white, stage:i, alive, 252 days
30115.6
TCGA-HE-A5NL-01A
51 years, male, stage:i, alive, 767 days
29941.6
TCGA-P4-A5EA-01A
54 years, female, white, stage:iii, dead, 201 days
29823.3
TCGA-B1-A47O-01A
54 years, female, white, stage:i, alive, 842 days
29801.5
TCGA-P4-A5E6-01A
67 years, male, black or african american, stage:iii, alive, 3035 days
28874.9
TCGA-A4-8518-01A
48 years, male, white, stage:i, alive, 600 days
28091.5
TCGA-B9-A8YI-01A
79 years, male, black or african american, stage:i, alive, 374 days
28039.1
TCGA-2Z-A9JE-01A
59 years, male, white, stage:i, alive, 1728 days
27523.3
TCGA-BQ-5888-01A
74 years, female, white, stage:i, alive, 403 days
27406.6
TCGA-GL-6846-01A
52 years, male, white, stage:iv, alive, 5925 days
27163.8
TCGA-MH-A55Z-01A
65 years, male, black or african american, stage:i, alive, 845 days
26869.4
TCGA-UZ-A9Q1-01A
88 years, female, white, stage:i, alive, 1562 days
26591.4
TCGA-DW-5560-01A
38 years, female, white, stage:i, alive, 1486 days
26579.2
TCGA-BQ-5875-01A
66 years, female, white, stage:iii, alive, 2639 days
26535.7
TCGA-UZ-A9PM-01A
62 years, male, white, stage:ii, alive, 3811 days
26506.8
TCGA-A4-A48D-01A
85 years, male, black or african american, stage:i, alive, 379 days
26147.4
TCGA-SX-A71R-01A
51 years, male, white, stage:i, alive, 1457 days
25977.7
TCGA-A4-8517-01A
71 years, male, white, stage:i, alive, 597 days
25715.6
TCGA-UZ-A9PZ-01A
65 years, male, white, stage:iii, alive, 657 days
25612.3
TCGA-AL-3471-01A
74 years, male, white, stage:i, dead, 1500 days
25496.2
TCGA-WN-A9G9-01A
male, white, stage:i, alive, 791 days
25361.1
TCGA-AL-3472-01A
57 years, male, black or african american, alive, 2029 days
25295.5
TCGA-BQ-5890-01A
69 years, male, white, stage:iii, alive, 233 days
25263.0
TCGA-2Z-A9J3-01A
67 years, male, white, stage:ii, dead, 1771 days
25061.3
TCGA-5P-A9JW-01A
64 years, male, white, alive, 3241 days
24928.0
TCGA-P4-AAVO-01A
69 years, male, white, stage:i, alive, 2400 days
24147.9
TCGA-Y8-A8RZ-01A
55 years, male, white, stage:i, alive, 112 days
24057.2
TCGA-UZ-A9PO-01A
80 years, male, white, stage:i, alive, 1911 days
23969.9
TCGA-GL-A9DE-01A
74 years, male, black or african american, stage:i, alive, 496 days
23791.4
TCGA-B9-A69E-01A
71 years, male, white, stage:iii, alive, 452 days
23676.6
TCGA-AL-3466-01A
41 years, male, white, stage:iv, dead, 293 days
23324.3
TCGA-P4-AAVK-01A
74 years, male, white, stage:iii, alive, 1590 days
22938.6
TCGA-BQ-7061-01A
84 years, female, white, stage:i, alive, 218 days
22563.6
TCGA-5P-A9JZ-01A
51 years, female, white, alive, 2744 days
22442.9
TCGA-Y8-A895-01A
74 years, male, white, stage:i, alive, 484 days
22082.4
TCGA-2Z-A9JN-01A
50 years, female, black or african american, stage:i, alive, 740 days
21800.1
TCGA-A4-7732-01A
55 years, male, black or african american, alive, 582 days
21674.6
TCGA-5P-A9K0-01A
75 years, male, white, alive, 677 days
21564.5
TCGA-5P-A9JY-01A
79 years, male, white, dead, 1508 days
21342.4
TCGA-B1-A656-01A
64 years, male, white, stage:i, alive, 618 days
21171.3
TCGA-BQ-7045-01A
78 years, male, black or african american, stage:i, dead, 1468 days
21036.6
TCGA-SX-A7SP-01A
66 years, female, white, stage:i, dead, 496 days
20987.1
TCGA-A4-8312-01A
60 years, male, black or african american, stage:i, alive, 708 days
20885.1
TCGA-SX-A71V-01A
80 years, male, white, stage:i, alive, 876 days
20508.3
TCGA-A4-A6HP-01A
66 years, male, white, stage:i, alive, 379 days
20265.5
TCGA-MH-A562-01A
57 years, male, black or african american, stage:i, alive, 616 days
20035.9
TCGA-B1-A655-01A
77 years, female, white, stage:i, alive, 510 days
19993.5
TCGA-MH-A55W-01A
50 years, male, black or african american, stage:i, alive, 1043 days
19941.9
TCGA-KV-A6GE-01A
65 years, male, white, stage:i, alive, 885 days
19800.7
TCGA-BQ-7056-01A
75 years, female, white, stage:iii, alive, 612 days
19772.6
TCGA-A4-8098-01A
73 years, male, black or african american, stage:i, alive, 896 days
19755.4
TCGA-A4-A57E-01A
59 years, male, white, stage:iv, dead, 258 days
19748.8
TCGA-GL-A9DD-01A
69 years, male, white, stage:i, alive, 341 days
19684.4
TCGA-HE-A5NF-01A
58 years, male, stage:i, alive, 2582 days
19518.8
TCGA-5P-A9KH-01A
77 years, male, white, alive, 2051 days
19297.8
TCGA-B1-A47M-01A
79 years, male, black or african american, stage:iii, alive, 659 days
19283.9
TCGA-Y8-A8S1-01A
61 years, male, white, stage:i, alive, 404 days
19252.2
TCGA-SX-A7SO-01A
64 years, male, white, stage:i, alive, 1257 days
18989.7
TCGA-2Z-A9J7-01A
63 years, male, white, stage:iv, dead, 139 days
18958.1
TCGA-BQ-7055-01A
73 years, male, white, stage:i, alive, 799 days
18940.4
TCGA-BQ-5889-01A
63 years, male, white, stage:iv, dead, 329 days
18934.4
TCGA-MH-A855-01A
52 years, female, black or african american, stage:ii, alive, 369 days
18796.8
TCGA-Y8-A8RY-01A
63 years, male, white, stage:i, alive, 769 days
18731.2
TCGA-IA-A83S-01A
81 years, male, white, dead, 2609 days
18692.3
TCGA-BQ-7046-01A
61 years, male, white, stage:i, alive, 2948 days
18473.4
TCGA-A4-8630-01A
59 years, female, white, stage:i, alive, 436 days
18259.7
TCGA-G7-A8LC-01A
61 years, male, white, stage:i, alive, 702 days
18150.6
TCGA-A4-7585-01A
67 years, male, white, stage:iii, dead, 1070 days
18074.5
TCGA-J7-6720-01A
42 years, male, asian, stage:i, alive, 388 days
17942.4
TCGA-4A-A93X-01A
58 years, male, white, stage:iv, alive, 390 days
17931.6
TCGA-IZ-A6M9-01A
63 years, male, white, stage:i, alive, 376 days
17450.0
TCGA-A4-A5DU-01A
45 years, female, white, stage:i, alive, 496 days
17390.4
TCGA-IA-A83V-01A
63 years, male, white, stage:i, dead, 2941 days
17003.3
TCGA-BQ-5893-01A
61 years, male, white, stage:iv, dead, 241 days
16857.9
TCGA-2Z-A9J5-01A
80 years, male, white, stage:ii, alive, 3050 days
16555.2
TCGA-GL-A59T-01A
46 years, male, white, stage:i, alive, 546 days
16476.5
TCGA-P4-A5ED-01A
51 years, male, white, stage:i, alive, 2816 days
16377.4
TCGA-2Z-A9J1-01A
71 years, male, white, stage:i, alive, 2298 days
16225.0
TCGA-SX-A7SL-01A
74 years, male, stage:i, alive, 823 days
16183.4
TCGA-5P-A9JU-01A
81 years, male, white, stage:iii, alive, 373 days
16182.6
TCGA-2Z-A9J6-01A
61 years, male, white, stage:i, alive, 1731 days
15832.5
TCGA-BQ-7050-01A
53 years, female, white, stage:i, alive, 1864 days
15702.1
TCGA-UZ-A9PX-01A
73 years, male, white, stage:i, alive, 1981 days
15648.7
TCGA-MH-A856-01A
54 years, male, white, stage:i, alive, 947 days
15516.3
TCGA-BQ-7053-01A
57 years, female, black or african american, stage:iii, alive, 1516 days
15360.1
TCGA-F9-A7VF-01A
75 years, female, white, stage:i, alive, 73 days
15311.4
TCGA-DW-7840-01A
60 years, male, black or african american, stage:i, alive, 114 days
15247.2
TCGA-Y8-A898-01A
69 years, male, white, stage:i, alive, 475 days
15108.4
TCGA-A4-A5XZ-01A
65 years, female, white, stage:ii, alive, 479 days
14908.5
TCGA-BQ-5883-01A
79 years, female, black or african american, stage:i, alive, 1242 days
14850.0
TCGA-HE-A5NK-01A
82 years, male, alive, 2228 days
14822.8
TCGA-G7-7502-01A
83 years, male, white, stage:i, alive, 786 days
14670.0
TCGA-A4-7286-01A
42 years, male, white, alive, 554 days
14636.8
TCGA-4A-A93W-01A
66 years, female, white, stage:i, alive, 4 days
14605.7
TCGA-5P-A9K9-01A
59 years, female, white, dead, 589 days
14555.2
TCGA-2Z-A9JM-01A
28 years, male, white, stage:i, alive, 934 days
14449.1
TCGA-SX-A7SU-01A
47 years, male, stage:i, alive, 1331 days
14428.5
TCGA-DZ-6134-01A
69 years, male, white, stage:i, alive, 1856 days
14425.0
TCGA-AT-A5NU-01A
77 years, male, white, stage:i, alive, 67 days
14400.5
TCGA-SX-A7SN-01A
52 years, male, white, stage:i, alive, 578 days
14356.5
TCGA-UZ-A9PQ-01A
59 years, male, black or african american, stage:iii, dead, 2624 days
14313.1
TCGA-B1-A657-01A
54 years, male, white, stage:i, alive, 641 days
14150.7
TCGA-IA-A40U-01A
56 years, male, white, stage:iii, alive, 511 days
14148.4
TCGA-Q2-A5QZ-01A
61 years, female, black or african american, stage:iii, alive, 428 days
14140.9
TCGA-SX-A7SR-01A
66 years, male, white, stage:ii, alive, 805 days
14096.1
TCGA-IA-A40X-01A
49 years, female, black or african american, stage:i, alive, 608 days
14006.3
TCGA-BQ-7048-01A
64 years, male, white, stage:iii, alive, 2839 days
13997.7
TCGA-IA-A83T-01A
80 years, male, white, dead, 2684 days
13837.1
TCGA-KV-A6GD-01A
85 years, male, white, stage:i, alive, 560 days
13572.5
TCGA-SX-A7SM-01A
60 years, male, black or african american, stage:iv, dead, 363 days
13474.3
TCGA-BQ-7059-01A
71 years, male, white, stage:i, alive, 232 days
13462.1
TCGA-HE-A5NJ-01A
58 years, male, alive, 1726 days
13422.8
TCGA-DW-5561-01A
51 years, male, black or african american, stage:i, alive, 414 days
13374.4
TCGA-UZ-A9PK-01A
71 years, male, white, stage:i, alive, 3571 days
13283.9
TCGA-5P-A9K8-01A
51 years, female, white, alive, 1309 days
13156.2
TCGA-SX-A71W-01A
66 years, male, white, stage:i, alive, 1076 days
13131.2
TCGA-B3-4104-01A
75 years, male, white, stage:ii, alive, 1049 days
13028.0
TCGA-Y8-A896-01A
62 years, male, white, stage:iii, alive, 567 days
13018.7
TCGA-B9-4113-01A
64 years, male, black or african american, stage:i, dead, 1536 days
13016.4
TCGA-AL-7173-01A
72 years, female, white, stage:iv, alive, 2060 days
12911.8
TCGA-A4-7288-01A
71 years, female, white, alive, 1857 days
12840.1
TCGA-B1-5398-01A
73 years, male, white, stage:iii, alive, 1251 days
12627.4
TCGA-A4-A4ZT-01A
71 years, female, white, stage:i, alive, 516 days
12544.0
TCGA-BQ-5885-01A
63 years, male, white, stage:iii, alive, 921 days
12298.6
TCGA-UZ-A9PU-01A
77 years, male, white, stage:i, dead, 933 days
12256.1
TCGA-DW-7837-01A
43 years, male, black or african american, stage:i, alive, 1142 days
12241.6
TCGA-BQ-5887-01A
54 years, male, white, stage:iii, alive, 771 days
12219.9
TCGA-B1-A654-01A
43 years, female, black or african american, stage:i, alive, 616 days
12179.0
TCGA-4A-A93Y-01A
63 years, female, black or african american, stage:ii, alive, 352 days
12049.3
TCGA-B3-4103-01A
56 years, male, white, stage:i, alive, 930 days
12035.9
TCGA-G7-6790-01A
57 years, male, white, stage:i, alive, 1575 days
12018.3
TCGA-DW-7834-01A
53 years, male, white, stage:i, alive, 3950 days
11903.9
TCGA-IZ-A6M8-01A
69 years, male, black or african american, stage:i, alive, 497 days
11635.5
TCGA-A4-8516-01A
62 years, male, white, stage:iii, alive, 23 days
11594.3
TCGA-MH-A857-01A
63 years, male, black or african american, stage:i, alive, 890 days
11569.8
TCGA-BQ-7062-01A
64 years, male, black or african american, stage:i, alive, 116 days
11522.8
TCGA-A4-7287-01A
75 years, female, white, stage:i, dead, 597 days
11410.5
TCGA-2K-A9WE-01A
53 years, male, white, stage:ii, alive, 214 days
11160.6
TCGA-5P-A9KF-01A
53 years, male, white, alive, 845 days
11083.0
TCGA-PJ-A5Z8-01A
60 years, female, white, stage:i, alive, 600 days
11056.3
TCGA-UZ-A9PS-01A
62 years, female, black or african american, stage:ii, alive, 2167 days
10982.2
TCGA-P4-A5E7-01A
74 years, female, white, stage:i, alive, 2649 days
10878.8
TCGA-F9-A4JJ-01A
35 years, female, black or african american, stage:iii, dead, 325 days
10858.2
TCGA-DW-7841-01A
61 years, male, black or african american, stage:i, alive, 445 days
10850.7
TCGA-B9-A8YH-01A
52 years, male, black or african american, stage:i, alive, 532 days
10760.2
TCGA-A4-8310-01A
58 years, male, white, stage:iii, alive, 780 days
10736.7
TCGA-O9-A75Z-01A
44 years, male, white, stage:i, alive, 471 days
10669.9
TCGA-2Z-A9JK-01A
50 years, male, white, stage:iii, alive, 1186 days
10622.0
TCGA-G7-6792-01A
40 years, male, black or african american, stage:i, alive, 2765 days
10359.1
TCGA-V9-A7HT-01A
67 years, male, black or african american, stage:ii, alive, 965 days
10247.7
TCGA-UZ-A9PV-01A
65 years, male, white, stage:i, alive, 1444 days
10215.9
TCGA-SX-A71U-01A
57 years, male, white, stage:i, alive, 1357 days
10090.1
TCGA-B9-5156-01A
51 years, male, white, alive, 1338 days
9946.0
TCGA-2Z-A9JR-01A
57 years, male, white, stage:i, alive, 161 days
9709.1
TCGA-KV-A74V-01A
40 years, male, white, stage:i, alive, 347 days
9695.1
TCGA-GL-8500-01A
63 years, male, white, stage:i, alive, 841 days
9619.2
TCGA-B9-7268-01A
59 years, male, white, stage:ii, alive, 671 days
9386.1
TCGA-F9-A8NY-01A
38 years, female, asian, stage:iv, alive, 36 days
9325.0
TCGA-PJ-A5Z9-01A
80 years, female, white, stage:i, alive, 540 days
9153.9
TCGA-GL-A59R-01A
79 years, male, white, stage:iii, alive, 378 days
9103.6
TCGA-B9-A5W9-01A
40 years, male, white, stage:i, alive, 5 days
9017.4
TCGA-B9-4115-01A
53 years, male, black or african american, stage:i, alive, 803 days
8894.8
TCGA-2Z-A9JS-01A
74 years, male, white, stage:i, dead, 492 days
8775.6
TCGA-MH-A854-01A
62 years, female, black or african american, stage:i, alive, 536 days
8616.7
TCGA-B9-4117-01A
48 years, female, black or african american, alive, 14 days
8602.0
TCGA-5P-A9K4-01A
54 years, male, white, alive, 2184 days
8522.4
TCGA-B3-A6W5-01A
43 years, male, black or african american, stage:i, alive, 309 days
8433.6
TCGA-UZ-A9PP-01A
60 years, male, white, stage:i, alive, 3010 days
8257.4
TCGA-Y8-A897-01A
68 years, female, white, stage:i, alive, 549 days
8212.3
TCGA-P4-A5E8-01A
57 years, male, white, stage:iii, dead, 1306 days
8194.3
TCGA-HE-7129-01A
male, stage:ii, alive, 2492 days
8098.1
TCGA-2Z-A9JI-01A
38 years, male, white, stage:iii, alive, 1567 days
7793.7
TCGA-A4-8515-01A
47 years, male, american indian or alaska native, stage:i, alive, 709 days
7653.1
TCGA-G7-A4TM-01A
41 years, male, black or african american, stage:i, alive, 768 days
7552.4
TCGA-B1-7332-01A
61 years, female, black or african american, stage:ii, alive, 1141 days
7502.9
TCGA-A4-7583-01A
60 years, male, black or african american, stage:i, alive, 3 days
7481.0
TCGA-B3-8121-01A
48 years, female, black or african american, stage:i, alive, 379 days
7424.6
TCGA-BQ-5882-01A
54 years, male, stage:iii, dead, 658 days
7393.7
TCGA-G7-A8LD-01A
71 years, male, white, stage:iii, dead, 514 days
7371.5
TCGA-A4-7996-01A
61 years, female, white, stage:i, alive, 506 days
7371.0
TCGA-B9-A5W8-01A
50 years, male, black or african american, stage:ii, alive, 524 days
7275.5
TCGA-5P-A9KA-01A
61 years, male, white, alive, 395 days
7247.1
TCGA-UZ-A9PL-01A
59 years, male, white, stage:ii, alive, 3152 days
7193.8
TCGA-B3-3925-01A
52 years, male, white, stage:iii, alive, 1029 days
7050.1
TCGA-5P-A9KC-01A
51 years, female, white, alive, 377 days
6969.7
TCGA-2Z-A9J8-01A
50 years, male, white, stage:i, alive, 2790 days
6939.0
TCGA-IA-A83W-01A
70 years, male, white, stage:i, dead, 2043 days
6831.0
TCGA-UZ-A9PN-01A
54 years, male, white, stage:iii, dead, 1136 days
6749.3
TCGA-G7-6793-01A
60 years, female, white, stage:iv, dead, 336 days
6720.9
TCGA-2Z-A9JL-01A
47 years, male, black or african american, stage:i, alive, 1006 days
6705.4
TCGA-Y8-A8S0-01A
58 years, male, white, stage:i, alive, 183 days
6694.2
TCGA-EV-5903-01A
57 years, male, white, stage:i, alive, 757 days
6662.6
TCGA-P4-AAVL-01A
85 years, male, white, stage:iii, dead, 487 days
6587.1
TCGA-G7-6797-01A
46 years, male, white, stage:iii, alive, 765 days
6537.2
TCGA-IZ-8196-01A
50 years, male, white, stage:i, alive, 649 days
6522.2
TCGA-IA-A40Y-01A
60 years, female, white, stage:iii, alive, 62 days
6492.5
TCGA-Y8-A894-01A
57 years, female, white, stage:i, alive, 567 days
6472.7
TCGA-G7-6789-01A
53 years, female, white, stage:iv, dead, 122 days
6408.3
TCGA-BQ-5894-01A
42 years, male, stage:iv, alive, 84 days
6400.4
TCGA-G7-A8LE-01A
62 years, male, white, stage:i, alive, 2453 days
6345.5
TCGA-BQ-5892-01A
51 years, male, white, stage:i, alive, 364 days
6339.0
TCGA-F9-A7Q0-01A
37 years, female, asian, stage:i, alive, 398 days
6302.9
TCGA-UZ-A9PJ-01A
78 years, male, white, stage:i, dead, 797 days
6283.2
TCGA-DW-7838-01A
66 years, male, white, stage:i, alive, 744 days
6225.4
TCGA-5P-A9JV-01A
49 years, male, white, alive, 2043 days
6206.1
TCGA-MH-A561-01A
66 years, male, white, stage:i, alive, 841 days
5863.4
TCGA-A4-7915-01A
35 years, female, black or african american, stage:ii, alive, 7 days
5753.8
TCGA-P4-A5EB-01A
83 years, male, white, stage:i, alive, 3015 days
5728.1
TCGA-F9-A97G-01A
79 years, male, asian, stage:iii, alive, 13 days
5611.3
TCGA-G7-7501-01A
55 years, female, black or african american, stage:iii, dead, 624 days
5588.1
TCGA-GL-A9DC-01A
66 years, female, white, stage:i, alive, 392 days
5557.5
TCGA-B9-5155-01A
71 years, male, white, stage:iii, alive, 665 days
5393.0
TCGA-UZ-A9PR-01A
84 years, male, white, stage:i, alive, 2627 days
5384.1
TCGA-HE-7130-01A
female, stage:iii, alive, 1770 days
5318.6
TCGA-SX-A71S-01A
66 years, female, white, stage:i, alive, 1504 days
5313.4
TCGA-BQ-5884-01A
59 years, female, black or african american, stage:i, alive, 792 days
5170.0
TCGA-BQ-5876-01A
75 years, male, white, stage:i, alive, 586 days
5165.6
TCGA-2Z-A9JG-01A
64 years, male, white, stage:i, alive, 1662 days
5129.0
TCGA-HE-A5NH-01A
62 years, male, stage:i, alive, 791 days
5050.5
TCGA-SX-A7SQ-01A
48 years, male, white, stage:i, alive, 1266 days
4887.9
TCGA-DZ-6132-01A
69 years, male, stage:i, alive, 2460 days
4877.4
TCGA-DW-7836-01A
55 years, male, white, stage:i, alive, 1093 days
4799.4
TCGA-GL-7773-01A
63 years, male, white, stage:i, alive, 393 days
4573.9
TCGA-B9-A5W7-01A
47 years, male, black or african american, stage:i, alive, 585 days
4560.5
TCGA-BQ-7049-01A
45 years, female, white, stage:i, dead, 1364 days
4495.4
TCGA-BQ-7051-01A
74 years, male, white, stage:ii, alive, 1533 days
4492.9
TCGA-AL-A5DJ-01A
55 years, female, white, stage:iii, dead, 1498 days
4492.8
TCGA-J7-8537-01A
37 years, female, asian, stage:iii, dead, 321 days
4461.6
TCGA-EV-5902-01A
58 years, male, white, stage:i, alive, 578 days
4330.0
TCGA-DW-7839-01A
58 years, female, white, stage:i, alive, 419 days
4271.6
TCGA-DZ-6133-01A
66 years, female, white, stage:i, dead, 1557 days
4091.6
TCGA-B3-3926-01A
59 years, female, white, stage:i, alive, 883 days
4000.0
TCGA-2Z-A9J9-01A
77 years, male, black or african american, stage:i, alive, 2294 days
3996.4
TCGA-A4-A5Y1-01A
75 years, male, white, stage:iii, dead, 395 days
3704.7
TCGA-EV-5901-01A
47 years, female, white, stage:i, alive, 1040 days
3484.4
TCGA-DW-7842-01A
52 years, male, white, stage:i, alive, 92 days
3349.0
TCGA-AL-3467-01A
54 years, female, white, alive, 2135 days
3224.8
TCGA-BQ-5879-01A
32 years, female, white, stage:iii, dead, 697 days
3161.5
TCGA-B9-4116-01A
75 years, female, black or african american, alive, 627 days
3003.0
TCGA-A4-7997-01A
67 years, male, white, stage:i, alive, 927 days
2912.0
TCGA-GL-7966-01A
28 years, female, white, stage:iii, alive, 112 days
2849.8
TCGA-UN-AAZ9-01A
76 years, female, black or african american, stage:i, alive, 548 days
2821.7
TCGA-DZ-6135-01A
45 years, male, stage:i, alive, 2269 days
2730.6
TCGA-A4-7828-01A
74 years, female, black or african american, stage:i, alive, 238 days
2709.3
TCGA-AL-3473-01A
55 years, male, white, stage:ii, alive, 1906 days
2681.4
TCGA-BQ-5878-01A
79 years, female, white, stage:iii, alive, 1938 days
2663.9
TCGA-A4-7734-01A
53 years, female, white, stage:i, alive, 27 days
2336.6
TCGA-BQ-5891-01A
57 years, female, white, stage:iii, alive, 29 days
1363.2
TCGA-2Z-A9JJ-01A
69 years, female, white, stage:i, alive, 1213 days
1196.2
TCGA-BQ-5877-01A
60 years, male, black or african american, stage:iv, dead, 270 days