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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
10226.5
Number of samples
285
Samples
Sample
Description
FPKM
TCGA-WN-AB4C-01A
female, white, stage:i, alive, 1188 days
42021.4
TCGA-BQ-5881-01A
69 years, male, white, stage:i, alive, 1454 days
37336.7
TCGA-5P-A9K2-01A
62 years, male, white, alive, 2392 days
37248.4
TCGA-UZ-A9Q0-01A
60 years, male, white, stage:i, alive, 3368 days
36863.8
TCGA-G7-6795-01A
56 years, male, white, stage:i, alive, 1194 days
31798.0
TCGA-SX-A7SS-01A
67 years, male, white, stage:i, alive, 1615 days
31070.2
TCGA-G7-A8LB-01A
70 years, male, white, stage:iv, alive, 547 days
29539.8
TCGA-2Z-A9JT-01A
71 years, male, white, stage:i, alive, 684 days
29535.1
TCGA-AL-3471-01A
74 years, male, white, stage:i, dead, 1500 days
27689.8
TCGA-IZ-8195-01A
82 years, male, white, stage:ii, alive, 677 days
26912.0
TCGA-J7-A8I2-01A
75 years, male, asian, stage:i, alive, 307 days
26570.0
TCGA-A4-8311-01A
60 years, male, white, stage:i, alive, 729 days
25982.2
TCGA-5P-A9K3-01A
59 years, male, white, dead, 471 days
25558.8
TCGA-HE-A5NL-01A
51 years, male, stage:i, alive, 767 days
24484.8
TCGA-AL-3466-01A
41 years, male, white, stage:iv, dead, 293 days
24447.7
TCGA-5P-A9JW-01A
64 years, male, white, alive, 3241 days
23865.8
TCGA-A4-A48D-01A
85 years, male, black or african american, stage:i, alive, 379 days
23532.1
TCGA-B1-A47N-01A
62 years, male, white, stage:i, alive, 1110 days
22320.9
TCGA-MH-A560-01A
62 years, male, white, stage:i, alive, 924 days
22150.7
TCGA-BQ-5886-01A
75 years, male, white, stage:iii, alive, 792 days
21737.0
TCGA-BQ-7058-01A
81 years, male, white, stage:iii, dead, 343 days
21694.3
TCGA-DW-5560-01A
38 years, female, white, stage:i, alive, 1486 days
21692.9
TCGA-G7-6796-01A
58 years, male, white, stage:i, alive, 2173 days
21509.0
TCGA-B9-A8YI-01A
79 years, male, black or african american, stage:i, alive, 374 days
21293.6
TCGA-A4-8518-01A
48 years, male, white, stage:i, alive, 600 days
21061.8
TCGA-GL-A4EM-01A
62 years, male, white, stage:i, alive, 32 days
20052.5
TCGA-BQ-7055-01A
73 years, male, white, stage:i, alive, 799 days
20045.6
TCGA-2Z-A9JO-01A
56 years, female, black or african american, stage:i, alive, 949 days
19922.1
TCGA-HE-A5NI-01A
73 years, male, stage:i, alive, 360 days
19559.5
TCGA-G7-A8LC-01A
61 years, male, white, stage:i, alive, 702 days
19501.2
TCGA-DW-7963-01B
43 years, male, black or african american, stage:i, alive, 1240 days
19490.1
TCGA-GL-6846-01A
52 years, male, white, stage:iv, alive, 5925 days
18488.4
TCGA-BQ-7045-01A
78 years, male, black or african american, stage:i, dead, 1468 days
18441.5
TCGA-B9-A69E-01A
71 years, male, white, stage:iii, alive, 452 days
18311.5
TCGA-AL-3468-01A
74 years, male, white, stage:ii, dead, 2331 days
18290.6
TCGA-B9-4617-01A
41 years, male, black or african american, alive, 35 days
18138.2
TCGA-P4-AAVO-01A
69 years, male, white, stage:i, alive, 2400 days
17862.2
TCGA-WN-A9G9-01A
male, white, stage:i, alive, 791 days
17687.7
TCGA-Y8-A895-01A
74 years, male, white, stage:i, alive, 484 days
17479.6
TCGA-SX-A71R-01A
51 years, male, white, stage:i, alive, 1457 days
17465.5
TCGA-Y8-A8RZ-01A
55 years, male, white, stage:i, alive, 112 days
16703.6
TCGA-SX-A7SP-01A
66 years, female, white, stage:i, dead, 496 days
16662.9
TCGA-BQ-5885-01A
63 years, male, white, stage:iii, alive, 921 days
16613.3
TCGA-BQ-7056-01A
75 years, female, white, stage:iii, alive, 612 days
16265.3
TCGA-A4-7585-01A
67 years, male, white, stage:iii, dead, 1070 days
15888.1
TCGA-AL-3472-01A
57 years, male, black or african american, alive, 2029 days
15778.7
TCGA-2Z-A9J2-01A
71 years, female, white, stage:i, alive, 1795 days
15717.0
TCGA-HE-A5NF-01A
58 years, male, stage:i, alive, 2582 days
15232.3
TCGA-IA-A83S-01A
81 years, male, white, dead, 2609 days
15176.3
TCGA-SX-A7SL-01A
74 years, male, stage:i, alive, 823 days
15086.9
TCGA-KV-A6GE-01A
65 years, male, white, stage:i, alive, 885 days
15058.1
TCGA-BQ-5888-01A
74 years, female, white, stage:i, alive, 403 days
14850.5
TCGA-BQ-5880-01A
79 years, male, white, stage:iii, dead, 1314 days
14587.0
TCGA-DW-7840-01A
60 years, male, black or african american, stage:i, alive, 114 days
14550.9
TCGA-SX-A71V-01A
80 years, male, white, stage:i, alive, 876 days
14457.2
TCGA-BQ-7050-01A
53 years, female, white, stage:i, alive, 1864 days
14390.4
TCGA-A4-8098-01A
73 years, male, black or african american, stage:i, alive, 896 days
14279.1
TCGA-BQ-5889-01A
63 years, male, white, stage:iv, dead, 329 days
14271.0
TCGA-GL-A9DD-01A
69 years, male, white, stage:i, alive, 341 days
14118.7
TCGA-A4-A5DU-01A
45 years, female, white, stage:i, alive, 496 days
13998.3
TCGA-SX-A7SO-01A
64 years, male, white, stage:i, alive, 1257 days
13878.5
TCGA-Y8-A8S1-01A
61 years, male, white, stage:i, alive, 404 days
13722.6
TCGA-HE-A5NK-01A
82 years, male, alive, 2228 days
13616.8
TCGA-A4-A57E-01A
59 years, male, white, stage:iv, dead, 258 days
13467.5
TCGA-UZ-A9PZ-01A
65 years, male, white, stage:iii, alive, 657 days
13467.2
TCGA-MH-A856-01A
54 years, male, white, stage:i, alive, 947 days
13222.1
TCGA-2Z-A9J3-01A
67 years, male, white, stage:ii, dead, 1771 days
13154.8
TCGA-AT-A5NU-01A
77 years, male, white, stage:i, alive, 67 days
13108.2
TCGA-BQ-7061-01A
84 years, female, white, stage:i, alive, 218 days
13069.7
TCGA-UZ-A9Q1-01A
88 years, female, white, stage:i, alive, 1562 days
12944.0
TCGA-A4-7286-01A
42 years, male, white, alive, 554 days
12870.2
TCGA-BQ-7048-01A
64 years, male, white, stage:iii, alive, 2839 days
12532.9
TCGA-Y8-A8RY-01A
63 years, male, white, stage:i, alive, 769 days
12532.4
TCGA-5P-A9KE-01A
70 years, male, white, alive, 824 days
12504.3
TCGA-P4-A5ED-01A
51 years, male, white, stage:i, alive, 2816 days
12476.1
TCGA-P4-A5EA-01A
54 years, female, white, stage:iii, dead, 201 days
12470.7
TCGA-J7-6720-01A
42 years, male, asian, stage:i, alive, 388 days
12358.3
TCGA-UZ-A9PX-01A
73 years, male, white, stage:i, alive, 1981 days
12241.1
TCGA-B1-A47O-01A
54 years, female, white, stage:i, alive, 842 days
12189.9
TCGA-A4-7732-01A
55 years, male, black or african american, alive, 582 days
12156.7
TCGA-5P-A9JY-01A
79 years, male, white, dead, 1508 days
12140.3
TCGA-A4-8630-01A
59 years, female, white, stage:i, alive, 436 days
12014.4
TCGA-P4-AAVM-01A
69 years, male, white, stage:i, alive, 1539 days
12000.0
TCGA-2Z-A9J1-01A
71 years, male, white, stage:i, alive, 2298 days
11997.6
TCGA-A4-8312-01A
60 years, male, black or african american, stage:i, alive, 708 days
11964.4
TCGA-BQ-5887-01A
54 years, male, white, stage:iii, alive, 771 days
11939.6
TCGA-A4-A4ZT-01A
71 years, female, white, stage:i, alive, 516 days
11890.6
TCGA-B1-5398-01A
73 years, male, white, stage:iii, alive, 1251 days
11715.4
TCGA-AL-7173-01A
72 years, female, white, stage:iv, alive, 2060 days
11712.9
TCGA-IA-A83V-01A
63 years, male, white, stage:i, dead, 2941 days
11708.2
TCGA-5P-A9JU-01A
81 years, male, white, stage:iii, alive, 373 days
11653.0
TCGA-2Z-A9J6-01A
61 years, male, white, stage:i, alive, 1731 days
11524.9
TCGA-2Z-A9J5-01A
80 years, male, white, stage:ii, alive, 3050 days
11440.5
TCGA-B9-A44B-01A
70 years, male, black or african american, stage:iii, alive, 361 days
11423.6
TCGA-HE-A5NJ-01A
58 years, male, alive, 1726 days
11390.2
TCGA-2Z-A9JN-01A
50 years, female, black or african american, stage:i, alive, 740 days
11305.4
TCGA-BQ-5875-01A
66 years, female, white, stage:iii, alive, 2639 days
11174.7
TCGA-SX-A7SN-01A
52 years, male, white, stage:i, alive, 578 days
11164.8
TCGA-2Z-A9JP-01A
63 years, male, white, stage:i, alive, 893 days
11086.1
TCGA-Y8-A896-01A
62 years, male, white, stage:iii, alive, 567 days
11032.7
TCGA-BQ-7053-01A
57 years, female, black or african american, stage:iii, alive, 1516 days
10906.4
TCGA-SX-A7SM-01A
60 years, male, black or african american, stage:iv, dead, 363 days
10894.8
TCGA-B9-4113-01A
64 years, male, black or african american, stage:i, dead, 1536 days
10867.5
TCGA-2Z-A9JM-01A
28 years, male, white, stage:i, alive, 934 days
10857.2
TCGA-SX-A7SR-01A
66 years, male, white, stage:ii, alive, 805 days
10850.1
TCGA-B1-A656-01A
64 years, male, white, stage:i, alive, 618 days
10834.7
TCGA-A4-7584-01A
59 years, male, black or african american, stage:i, alive, 650 days
10773.5
TCGA-MH-A55Z-01A
65 years, male, black or african american, stage:i, alive, 845 days
10733.7
TCGA-GL-A59T-01A
46 years, male, white, stage:i, alive, 546 days
10720.8
TCGA-UZ-A9PM-01A
62 years, male, white, stage:ii, alive, 3811 days
10673.1
TCGA-SX-A71W-01A
66 years, male, white, stage:i, alive, 1076 days
10614.0
TCGA-IA-A40U-01A
56 years, male, white, stage:iii, alive, 511 days
10602.0
TCGA-DW-7834-01A
53 years, male, white, stage:i, alive, 3950 days
10601.7
TCGA-MH-A55W-01A
50 years, male, black or african american, stage:i, alive, 1043 days
10355.7
TCGA-IA-A40X-01A
49 years, female, black or african american, stage:i, alive, 608 days
10334.2
TCGA-BQ-7046-01A
61 years, male, white, stage:i, alive, 2948 days
10169.3
TCGA-5P-A9KH-01A
77 years, male, white, alive, 2051 days
10077.5
TCGA-5P-A9KF-01A
53 years, male, white, alive, 845 days
10026.6
TCGA-P4-A5E6-01A
67 years, male, black or african american, stage:iii, alive, 3035 days
10011.3
TCGA-A4-8517-01A
71 years, male, white, stage:i, alive, 597 days
9999.9
TCGA-KV-A6GD-01A
85 years, male, white, stage:i, alive, 560 days
9979.3
TCGA-UZ-A9PU-01A
77 years, male, white, stage:i, dead, 933 days
9919.6
TCGA-B1-A655-01A
77 years, female, white, stage:i, alive, 510 days
9871.2
TCGA-5P-A9JZ-01A
51 years, female, white, alive, 2744 days
9812.0
TCGA-DZ-6134-01A
69 years, male, white, stage:i, alive, 1856 days
9782.5
TCGA-PJ-A5Z8-01A
60 years, female, white, stage:i, alive, 600 days
9775.3
TCGA-BQ-7044-01A
73 years, male, white, stage:iii, alive, 3760 days
9771.7
TCGA-DW-7837-01A
43 years, male, black or african american, stage:i, alive, 1142 days
9698.7
TCGA-G7-7502-01A
83 years, male, white, stage:i, alive, 786 days
9693.1
TCGA-G7-6790-01A
57 years, male, white, stage:i, alive, 1575 days
9679.1
TCGA-P4-AAVK-01A
74 years, male, white, stage:iii, alive, 1590 days
9667.7
TCGA-5P-A9K0-01A
75 years, male, white, alive, 677 days
9591.9
TCGA-A4-A5XZ-01A
65 years, female, white, stage:ii, alive, 479 days
9380.1
TCGA-B3-4104-01A
75 years, male, white, stage:ii, alive, 1049 days
9372.8
TCGA-SX-A7SU-01A
47 years, male, stage:i, alive, 1331 days
9347.9
TCGA-B3-4103-01A
56 years, male, white, stage:i, alive, 930 days
9314.0
TCGA-A4-A5Y0-01A
61 years, female, white, stage:i, alive, 252 days
9303.7
TCGA-SX-A71U-01A
57 years, male, white, stage:i, alive, 1357 days
9297.2
TCGA-BQ-7062-01A
64 years, male, black or african american, stage:i, alive, 116 days
9277.2
TCGA-2Z-A9JK-01A
50 years, male, white, stage:iii, alive, 1186 days
9269.7
TCGA-GL-A9DE-01A
74 years, male, black or african american, stage:i, alive, 496 days
9202.5
TCGA-DW-5561-01A
51 years, male, black or african american, stage:i, alive, 414 days
9201.6
TCGA-F9-A7VF-01A
75 years, female, white, stage:i, alive, 73 days
9110.7
TCGA-MH-A562-01A
57 years, male, black or african american, stage:i, alive, 616 days
9082.6
TCGA-4A-A93W-01A
66 years, female, white, stage:i, alive, 4 days
9042.5
TCGA-B1-A657-01A
54 years, male, white, stage:i, alive, 641 days
9036.4
TCGA-IA-A83T-01A
80 years, male, white, dead, 2684 days
9018.0
TCGA-UZ-A9PK-01A
71 years, male, white, stage:i, alive, 3571 days
8557.9
TCGA-5P-A9K9-01A
59 years, female, white, dead, 589 days
8555.1
TCGA-2K-A9WE-01A
53 years, male, white, stage:ii, alive, 214 days
8543.6
TCGA-B9-7268-01A
59 years, male, white, stage:ii, alive, 671 days
8480.4
TCGA-UZ-A9PO-01A
80 years, male, white, stage:i, alive, 1911 days
8475.2
TCGA-A4-7287-01A
75 years, female, white, stage:i, dead, 597 days
8431.5
TCGA-4A-A93X-01A
58 years, male, white, stage:iv, alive, 390 days
8285.6
TCGA-A4-7288-01A
71 years, female, white, alive, 1857 days
8272.2
TCGA-B9-5156-01A
51 years, male, white, alive, 1338 days
8211.4
TCGA-A4-8516-01A
62 years, male, white, stage:iii, alive, 23 days
8199.1
TCGA-UZ-A9PV-01A
65 years, male, white, stage:i, alive, 1444 days
8013.3
TCGA-Y8-A898-01A
69 years, male, white, stage:i, alive, 475 days
7987.6
TCGA-2Z-A9JQ-01A
66 years, male, white, stage:i, alive, 778 days
7947.5
TCGA-GL-8500-01A
63 years, male, white, stage:i, alive, 841 days
7922.9
TCGA-BQ-7059-01A
71 years, male, white, stage:i, alive, 232 days
7730.6
TCGA-MH-A855-01A
52 years, female, black or african american, stage:ii, alive, 369 days
7490.8
TCGA-5P-A9K8-01A
51 years, female, white, alive, 1309 days
7485.5
TCGA-Y8-A897-01A
68 years, female, white, stage:i, alive, 549 days
7240.9
TCGA-BQ-5890-01A
69 years, male, white, stage:iii, alive, 233 days
7216.8
TCGA-A4-7583-01A
60 years, male, black or african american, stage:i, alive, 3 days
7095.0
TCGA-F9-A7Q0-01A
37 years, female, asian, stage:i, alive, 398 days
7094.1
TCGA-B9-4117-01A
48 years, female, black or african american, alive, 14 days
7080.9
TCGA-IA-A83W-01A
70 years, male, white, stage:i, dead, 2043 days
7023.3
TCGA-DW-7841-01A
61 years, male, black or african american, stage:i, alive, 445 days
7006.2
TCGA-BQ-5893-01A
61 years, male, white, stage:iv, dead, 241 days
6979.2
TCGA-MH-A857-01A
63 years, male, black or african american, stage:i, alive, 890 days
6945.7
TCGA-2Z-A9JD-01A
66 years, male, white, stage:i, alive, 1060 days
6895.4
TCGA-A4-8515-01A
47 years, male, american indian or alaska native, stage:i, alive, 709 days
6831.5
TCGA-B1-A47M-01A
79 years, male, black or african american, stage:iii, alive, 659 days
6811.4
TCGA-O9-A75Z-01A
44 years, male, white, stage:i, alive, 471 days
6735.9
TCGA-DW-7836-01A
55 years, male, white, stage:i, alive, 1093 days
6708.5
TCGA-2Z-A9JR-01A
57 years, male, white, stage:i, alive, 161 days
6634.6
TCGA-G7-A4TM-01A
41 years, male, black or african american, stage:i, alive, 768 days
6611.4
TCGA-P4-A5E8-01A
57 years, male, white, stage:iii, dead, 1306 days
6572.6
TCGA-V9-A7HT-01A
67 years, male, black or african american, stage:ii, alive, 965 days
6529.8
TCGA-BQ-7060-01A
53 years, male, american indian or alaska native, stage:i, alive, 214 days
6528.6
TCGA-G7-6792-01A
40 years, male, black or african american, stage:i, alive, 2765 days
6501.6
TCGA-BQ-5883-01A
79 years, female, black or african american, stage:i, alive, 1242 days
6439.6
TCGA-GL-A59R-01A
79 years, male, white, stage:iii, alive, 378 days
6436.1
TCGA-2Z-A9JE-01A
59 years, male, white, stage:i, alive, 1728 days
6407.9
TCGA-UZ-A9PP-01A
60 years, male, white, stage:i, alive, 3010 days
6407.5
TCGA-G7-6797-01A
46 years, male, white, stage:iii, alive, 765 days
6375.3
TCGA-5P-A9K4-01A
54 years, male, white, alive, 2184 days
6281.0
TCGA-A4-A6HP-01A
66 years, male, white, stage:i, alive, 379 days
6097.3
TCGA-2Z-A9J8-01A
50 years, male, white, stage:i, alive, 2790 days
6086.6
TCGA-UZ-A9PN-01A
54 years, male, white, stage:iii, dead, 1136 days
6024.6
TCGA-P4-A5E7-01A
74 years, female, white, stage:i, alive, 2649 days
5962.0
TCGA-2Z-A9JS-01A
74 years, male, white, stage:i, dead, 492 days
5919.4
TCGA-B9-4115-01A
53 years, male, black or african american, stage:i, alive, 803 days
5882.7
TCGA-Y8-A8S0-01A
58 years, male, white, stage:i, alive, 183 days
5862.0
TCGA-BQ-5892-01A
51 years, male, white, stage:i, alive, 364 days
5836.9
TCGA-UZ-A9PQ-01A
59 years, male, black or african american, stage:iii, dead, 2624 days
5812.6
TCGA-5P-A9K6-01A
64 years, male, white, alive, 1914 days
5804.7
TCGA-G7-A8LD-01A
71 years, male, white, stage:iii, dead, 514 days
5800.3
TCGA-4A-A93Y-01A
63 years, female, black or african american, stage:ii, alive, 352 days
5762.5
TCGA-2Z-A9JI-01A
38 years, male, white, stage:iii, alive, 1567 days
5757.1
TCGA-DW-7838-01A
66 years, male, white, stage:i, alive, 744 days
5728.3
TCGA-5P-A9KC-01A
51 years, female, white, alive, 377 days
5718.5
TCGA-5P-A9KA-01A
61 years, male, white, alive, 395 days
5672.8
TCGA-PJ-A5Z9-01A
80 years, female, white, stage:i, alive, 540 days
5604.3
TCGA-F9-A97G-01A
79 years, male, asian, stage:iii, alive, 13 days
5414.3
TCGA-IZ-A6M9-01A
63 years, male, white, stage:i, alive, 376 days
5348.0
TCGA-EV-5903-01A
57 years, male, white, stage:i, alive, 757 days
5276.5
TCGA-HE-7129-01A
male, stage:ii, alive, 2492 days
5207.3
TCGA-IZ-8196-01A
50 years, male, white, stage:i, alive, 649 days
5170.2
TCGA-B9-5155-01A
71 years, male, white, stage:iii, alive, 665 days
5158.9
TCGA-Y8-A894-01A
57 years, female, white, stage:i, alive, 567 days
5074.1
TCGA-B3-A6W5-01A
43 years, male, black or african american, stage:i, alive, 309 days
5071.2
TCGA-MH-A854-01A
62 years, female, black or african american, stage:i, alive, 536 days
5058.0
TCGA-EV-5902-01A
58 years, male, white, stage:i, alive, 578 days
4999.4
TCGA-B1-7332-01A
61 years, female, black or african american, stage:ii, alive, 1141 days
4925.5
TCGA-A4-8310-01A
58 years, male, white, stage:iii, alive, 780 days
4808.6
TCGA-G7-A8LE-01A
62 years, male, white, stage:i, alive, 2453 days
4751.2
TCGA-B9-A5W8-01A
50 years, male, black or african american, stage:ii, alive, 524 days
4683.4
TCGA-2Z-A9J7-01A
63 years, male, white, stage:iv, dead, 139 days
4657.6
TCGA-DW-7839-01A
58 years, female, white, stage:i, alive, 419 days
4637.9
TCGA-5P-A9JV-01A
49 years, male, white, alive, 2043 days
4634.4
TCGA-GL-A9DC-01A
66 years, female, white, stage:i, alive, 392 days
4618.8
TCGA-UZ-A9PL-01A
59 years, male, white, stage:ii, alive, 3152 days
4493.0
TCGA-B3-8121-01A
48 years, female, black or african american, stage:i, alive, 379 days
4451.4
TCGA-J7-8537-01A
37 years, female, asian, stage:iii, dead, 321 days
4449.9
TCGA-UZ-A9PJ-01A
78 years, male, white, stage:i, dead, 797 days
4445.8
TCGA-UZ-A9PS-01A
62 years, female, black or african american, stage:ii, alive, 2167 days
4410.6
TCGA-A4-7996-01A
61 years, female, white, stage:i, alive, 506 days
4407.7
TCGA-KV-A74V-01A
40 years, male, white, stage:i, alive, 347 days
4375.5
TCGA-2Z-A9JL-01A
47 years, male, black or african american, stage:i, alive, 1006 days
4349.0
TCGA-SX-A7SQ-01A
48 years, male, white, stage:i, alive, 1266 days
4340.5
TCGA-IA-A40Y-01A
60 years, female, white, stage:iii, alive, 62 days
4281.8
TCGA-B9-A5W9-01A
40 years, male, white, stage:i, alive, 5 days
4270.8
TCGA-2Z-A9JG-01A
64 years, male, white, stage:i, alive, 1662 days
4244.5
TCGA-BQ-5876-01A
75 years, male, white, stage:i, alive, 586 days
4201.8
TCGA-BQ-7049-01A
45 years, female, white, stage:i, dead, 1364 days
4170.5
TCGA-HE-7130-01A
female, stage:iii, alive, 1770 days
4159.7
TCGA-P4-AAVL-01A
85 years, male, white, stage:iii, dead, 487 days
4142.9
TCGA-B3-3926-01A
59 years, female, white, stage:i, alive, 883 days
4037.8
TCGA-GL-7773-01A
63 years, male, white, stage:i, alive, 393 days
4016.0
TCGA-B3-3925-01A
52 years, male, white, stage:iii, alive, 1029 days
3961.2
TCGA-Q2-A5QZ-01A
61 years, female, black or african american, stage:iii, alive, 428 days
3922.8
TCGA-A4-A5Y1-01A
75 years, male, white, stage:iii, dead, 395 days
3908.3
TCGA-UZ-A9PR-01A
84 years, male, white, stage:i, alive, 2627 days
3894.2
TCGA-G7-6789-01A
53 years, female, white, stage:iv, dead, 122 days
3818.1
TCGA-MH-A561-01A
66 years, male, white, stage:i, alive, 841 days
3771.0
TCGA-P4-A5EB-01A
83 years, male, white, stage:i, alive, 3015 days
3738.0
TCGA-BQ-5882-01A
54 years, male, stage:iii, dead, 658 days
3737.9
TCGA-B9-A8YH-01A
52 years, male, black or african american, stage:i, alive, 532 days
3731.4
TCGA-DZ-6132-01A
69 years, male, stage:i, alive, 2460 days
3691.5
TCGA-DZ-6133-01A
66 years, female, white, stage:i, dead, 1557 days
3547.9
TCGA-BQ-5884-01A
59 years, female, black or african american, stage:i, alive, 792 days
3545.8
TCGA-HE-A5NH-01A
62 years, male, stage:i, alive, 791 days
3476.5
TCGA-IZ-A6M8-01A
69 years, male, black or african american, stage:i, alive, 497 days
3239.4
TCGA-B9-A5W7-01A
47 years, male, black or african american, stage:i, alive, 585 days
3055.3
TCGA-G7-7501-01A
55 years, female, black or african american, stage:iii, dead, 624 days
2988.7
TCGA-B1-A654-01A
43 years, female, black or african american, stage:i, alive, 616 days
2832.2
TCGA-AL-3467-01A
54 years, female, white, alive, 2135 days
2783.0
TCGA-A4-7915-01A
35 years, female, black or african american, stage:ii, alive, 7 days
2780.4
TCGA-AL-3473-01A
55 years, male, white, stage:ii, alive, 1906 days
2723.5
TCGA-BQ-5894-01A
42 years, male, stage:iv, alive, 84 days
2665.9
TCGA-DZ-6135-01A
45 years, male, stage:i, alive, 2269 days
2647.2
TCGA-EV-5901-01A
47 years, female, white, stage:i, alive, 1040 days
2646.5
TCGA-SX-A71S-01A
66 years, female, white, stage:i, alive, 1504 days
2627.9
TCGA-A4-7828-01A
74 years, female, black or african american, stage:i, alive, 238 days
2623.8
TCGA-F9-A4JJ-01A
35 years, female, black or african american, stage:iii, dead, 325 days
2564.1
TCGA-DW-7842-01A
52 years, male, white, stage:i, alive, 92 days
2534.9
TCGA-2Z-A9J9-01A
77 years, male, black or african american, stage:i, alive, 2294 days
2518.4
TCGA-BQ-7051-01A
74 years, male, white, stage:ii, alive, 1533 days
2472.5
TCGA-G7-6793-01A
60 years, female, white, stage:iv, dead, 336 days
2444.6
TCGA-A4-7997-01A
67 years, male, white, stage:i, alive, 927 days
2190.8
TCGA-F9-A8NY-01A
38 years, female, asian, stage:iv, alive, 36 days
2141.7
TCGA-BQ-5891-01A
57 years, female, white, stage:iii, alive, 29 days
1989.4
TCGA-A4-7734-01A
53 years, female, white, stage:i, alive, 27 days
1941.6
TCGA-UN-AAZ9-01A
76 years, female, black or african american, stage:i, alive, 548 days
1934.7
TCGA-GL-7966-01A
28 years, female, white, stage:iii, alive, 112 days
1910.4
TCGA-B9-4116-01A
75 years, female, black or african american, alive, 627 days
1796.6
TCGA-BQ-5878-01A
79 years, female, white, stage:iii, alive, 1938 days
1785.7
TCGA-BQ-5879-01A
32 years, female, white, stage:iii, dead, 697 days
1423.6
TCGA-2Z-A9JJ-01A
69 years, female, white, stage:i, alive, 1213 days
1406.3
TCGA-AL-A5DJ-01A
55 years, female, white, stage:iii, dead, 1498 days
1198.9
TCGA-BQ-5877-01A
60 years, male, black or african american, stage:iv, dead, 270 days