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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
5800.6
Number of samples
285
Samples
Sample
Description
FPKM
TCGA-J7-A8I2-01A
75 years, male, asian, stage:i, alive, 307 days
33044.3
TCGA-WN-AB4C-01A
female, white, stage:i, alive, 1188 days
29841.6
TCGA-2Z-A9J2-01A
71 years, female, white, stage:i, alive, 1795 days
26163.2
TCGA-G7-6795-01A
56 years, male, white, stage:i, alive, 1194 days
21034.6
TCGA-BQ-7055-01A
73 years, male, white, stage:i, alive, 799 days
20332.2
TCGA-B9-4617-01A
41 years, male, black or african american, alive, 35 days
19654.4
TCGA-5P-A9JU-01A
81 years, male, white, stage:iii, alive, 373 days
19375.9
TCGA-HE-A5NI-01A
73 years, male, stage:i, alive, 360 days
17332.4
TCGA-BQ-7058-01A
81 years, male, white, stage:iii, dead, 343 days
16765.2
TCGA-BQ-7056-01A
75 years, female, white, stage:iii, alive, 612 days
16265.2
TCGA-GL-A4EM-01A
62 years, male, white, stage:i, alive, 32 days
16064.1
TCGA-AL-3471-01A
74 years, male, white, stage:i, dead, 1500 days
15861.8
TCGA-G7-A8LB-01A
70 years, male, white, stage:iv, alive, 547 days
15392.2
TCGA-A4-8098-01A
73 years, male, black or african american, stage:i, alive, 896 days
15265.8
TCGA-2Z-A9JO-01A
56 years, female, black or african american, stage:i, alive, 949 days
15038.9
TCGA-B1-A47N-01A
62 years, male, white, stage:i, alive, 1110 days
14901.3
TCGA-AL-3468-01A
74 years, male, white, stage:ii, dead, 2331 days
14660.9
TCGA-G7-6796-01A
58 years, male, white, stage:i, alive, 2173 days
14224.3
TCGA-A4-A5DU-01A
45 years, female, white, stage:i, alive, 496 days
13954.2
TCGA-B9-A8YI-01A
79 years, male, black or african american, stage:i, alive, 374 days
13951.8
TCGA-GL-6846-01A
52 years, male, white, stage:iv, alive, 5925 days
13267.5
TCGA-5P-A9KH-01A
77 years, male, white, alive, 2051 days
13147.5
TCGA-DW-5561-01A
51 years, male, black or african american, stage:i, alive, 414 days
12783.8
TCGA-5P-A9JW-01A
64 years, male, white, alive, 3241 days
12422.2
TCGA-GL-A9DE-01A
74 years, male, black or african american, stage:i, alive, 496 days
12104.8
TCGA-SX-A7SS-01A
67 years, male, white, stage:i, alive, 1615 days
12060.9
TCGA-BQ-5886-01A
75 years, male, white, stage:iii, alive, 792 days
11989.7
TCGA-SX-A7SL-01A
74 years, male, stage:i, alive, 823 days
11950.8
TCGA-KV-A6GE-01A
65 years, male, white, stage:i, alive, 885 days
11743.3
TCGA-G7-A8LC-01A
61 years, male, white, stage:i, alive, 702 days
11658.1
TCGA-MH-A560-01A
62 years, male, white, stage:i, alive, 924 days
11543.7
TCGA-A4-A48D-01A
85 years, male, black or african american, stage:i, alive, 379 days
11437.4
TCGA-SX-A71R-01A
51 years, male, white, stage:i, alive, 1457 days
10996.2
TCGA-2Z-A9JN-01A
50 years, female, black or african american, stage:i, alive, 740 days
10965.7
TCGA-BQ-5880-01A
79 years, male, white, stage:iii, dead, 1314 days
10863.2
TCGA-AL-3466-01A
41 years, male, white, stage:iv, dead, 293 days
10855.0
TCGA-A4-7286-01A
42 years, male, white, alive, 554 days
10786.1
TCGA-AL-3472-01A
57 years, male, black or african american, alive, 2029 days
10513.6
TCGA-A4-8518-01A
48 years, male, white, stage:i, alive, 600 days
10359.7
TCGA-B9-A69E-01A
71 years, male, white, stage:iii, alive, 452 days
10218.7
TCGA-HE-A5NF-01A
58 years, male, stage:i, alive, 2582 days
10064.5
TCGA-BQ-5881-01A
69 years, male, white, stage:i, alive, 1454 days
9971.8
TCGA-BQ-5885-01A
63 years, male, white, stage:iii, alive, 921 days
9598.8
TCGA-BQ-5888-01A
74 years, female, white, stage:i, alive, 403 days
9494.2
TCGA-HE-A5NJ-01A
58 years, male, alive, 1726 days
9300.4
TCGA-HE-A5NL-01A
51 years, male, stage:i, alive, 767 days
9007.5
TCGA-IA-A83S-01A
81 years, male, white, dead, 2609 days
8977.8
TCGA-5P-A9K2-01A
62 years, male, white, alive, 2392 days
8846.4
TCGA-BQ-5887-01A
54 years, male, white, stage:iii, alive, 771 days
8839.6
TCGA-SX-A71V-01A
80 years, male, white, stage:i, alive, 876 days
8829.4
TCGA-BQ-7048-01A
64 years, male, white, stage:iii, alive, 2839 days
8799.6
TCGA-5P-A9K9-01A
59 years, female, white, dead, 589 days
8752.1
TCGA-V9-A7HT-01A
67 years, male, black or african american, stage:ii, alive, 965 days
8739.8
TCGA-Y8-A8RZ-01A
55 years, male, white, stage:i, alive, 112 days
8618.6
TCGA-Y8-A8RY-01A
63 years, male, white, stage:i, alive, 769 days
8595.1
TCGA-BQ-7045-01A
78 years, male, black or african american, stage:i, dead, 1468 days
8588.1
TCGA-IA-A40U-01A
56 years, male, white, stage:iii, alive, 511 days
8491.0
TCGA-BQ-7061-01A
84 years, female, white, stage:i, alive, 218 days
8319.6
TCGA-DW-7840-01A
60 years, male, black or african american, stage:i, alive, 114 days
8120.0
TCGA-A4-8311-01A
60 years, male, white, stage:i, alive, 729 days
8096.6
TCGA-5P-A9K3-01A
59 years, male, white, dead, 471 days
7985.0
TCGA-P4-A5ED-01A
51 years, male, white, stage:i, alive, 2816 days
7966.3
TCGA-SX-A7SO-01A
64 years, male, white, stage:i, alive, 1257 days
7918.0
TCGA-UZ-A9Q0-01A
60 years, male, white, stage:i, alive, 3368 days
7892.0
TCGA-A4-A4ZT-01A
71 years, female, white, stage:i, alive, 516 days
7883.3
TCGA-DW-5560-01A
38 years, female, white, stage:i, alive, 1486 days
7857.2
TCGA-B1-A47O-01A
54 years, female, white, stage:i, alive, 842 days
7825.7
TCGA-UZ-A9Q1-01A
88 years, female, white, stage:i, alive, 1562 days
7758.2
TCGA-G7-7502-01A
83 years, male, white, stage:i, alive, 786 days
7749.8
TCGA-B1-5398-01A
73 years, male, white, stage:iii, alive, 1251 days
7689.8
TCGA-2Z-A9JM-01A
28 years, male, white, stage:i, alive, 934 days
7672.1
TCGA-2Z-A9JT-01A
71 years, male, white, stage:i, alive, 684 days
7612.3
TCGA-2Z-A9J5-01A
80 years, male, white, stage:ii, alive, 3050 days
7514.4
TCGA-DW-7963-01B
43 years, male, black or african american, stage:i, alive, 1240 days
7485.8
TCGA-P4-AAVO-01A
69 years, male, white, stage:i, alive, 2400 days
7369.2
TCGA-GL-A9DD-01A
69 years, male, white, stage:i, alive, 341 days
7299.6
TCGA-B3-4104-01A
75 years, male, white, stage:ii, alive, 1049 days
7285.8
TCGA-AT-A5NU-01A
77 years, male, white, stage:i, alive, 67 days
7274.6
TCGA-2Z-A9JI-01A
38 years, male, white, stage:iii, alive, 1567 days
7208.9
TCGA-SX-A7SM-01A
60 years, male, black or african american, stage:iv, dead, 363 days
7011.6
TCGA-P4-AAVM-01A
69 years, male, white, stage:i, alive, 1539 days
7010.5
TCGA-PJ-A5Z8-01A
60 years, female, white, stage:i, alive, 600 days
6995.7
TCGA-B9-4117-01A
48 years, female, black or african american, alive, 14 days
6970.4
TCGA-UZ-A9PO-01A
80 years, male, white, stage:i, alive, 1911 days
6828.7
TCGA-DW-7841-01A
61 years, male, black or african american, stage:i, alive, 445 days
6814.0
TCGA-HE-A5NK-01A
82 years, male, alive, 2228 days
6793.4
TCGA-BQ-7050-01A
53 years, female, white, stage:i, alive, 1864 days
6788.4
TCGA-DZ-6134-01A
69 years, male, white, stage:i, alive, 1856 days
6752.7
TCGA-KV-A6GD-01A
85 years, male, white, stage:i, alive, 560 days
6703.4
TCGA-5P-A9KF-01A
53 years, male, white, alive, 845 days
6699.8
TCGA-WN-A9G9-01A
male, white, stage:i, alive, 791 days
6691.4
TCGA-BQ-7053-01A
57 years, female, black or african american, stage:iii, alive, 1516 days
6536.8
TCGA-B9-4113-01A
64 years, male, black or african american, stage:i, dead, 1536 days
6489.8
TCGA-MH-A55Z-01A
65 years, male, black or african american, stage:i, alive, 845 days
6458.8
TCGA-BQ-5883-01A
79 years, female, black or african american, stage:i, alive, 1242 days
6414.9
TCGA-B9-A44B-01A
70 years, male, black or african american, stage:iii, alive, 361 days
6317.8
TCGA-G7-6789-01A
53 years, female, white, stage:iv, dead, 122 days
6270.7
TCGA-A4-A5XZ-01A
65 years, female, white, stage:ii, alive, 479 days
6190.8
TCGA-A4-A5Y0-01A
61 years, female, white, stage:i, alive, 252 days
6174.3
TCGA-A4-8517-01A
71 years, male, white, stage:i, alive, 597 days
6150.3
TCGA-IZ-8195-01A
82 years, male, white, stage:ii, alive, 677 days
6138.8
TCGA-SX-A7SU-01A
47 years, male, stage:i, alive, 1331 days
6054.6
TCGA-A4-7288-01A
71 years, female, white, alive, 1857 days
6051.1
TCGA-B3-A6W5-01A
43 years, male, black or african american, stage:i, alive, 309 days
6040.1
TCGA-BQ-5889-01A
63 years, male, white, stage:iv, dead, 329 days
6038.1
TCGA-A4-7287-01A
75 years, female, white, stage:i, dead, 597 days
6036.1
TCGA-Y8-A8S1-01A
61 years, male, white, stage:i, alive, 404 days
5903.1
TCGA-A4-7732-01A
55 years, male, black or african american, alive, 582 days
5839.4
TCGA-IA-A40X-01A
49 years, female, black or african american, stage:i, alive, 608 days
5794.7
TCGA-2Z-A9J6-01A
61 years, male, white, stage:i, alive, 1731 days
5743.0
TCGA-UZ-A9PX-01A
73 years, male, white, stage:i, alive, 1981 days
5715.6
TCGA-Y8-A896-01A
62 years, male, white, stage:iii, alive, 567 days
5697.9
TCGA-BQ-7062-01A
64 years, male, black or african american, stage:i, alive, 116 days
5680.6
TCGA-P4-AAVK-01A
74 years, male, white, stage:iii, alive, 1590 days
5664.1
TCGA-2Z-A9J8-01A
50 years, male, white, stage:i, alive, 2790 days
5568.8
TCGA-BQ-7046-01A
61 years, male, white, stage:i, alive, 2948 days
5526.2
TCGA-B3-4103-01A
56 years, male, white, stage:i, alive, 930 days
5525.8
TCGA-B3-3926-01A
59 years, female, white, stage:i, alive, 883 days
5494.2
TCGA-A4-8516-01A
62 years, male, white, stage:iii, alive, 23 days
5491.7
TCGA-PJ-A5Z9-01A
80 years, female, white, stage:i, alive, 540 days
5489.7
TCGA-B1-A656-01A
64 years, male, white, stage:i, alive, 618 days
5442.7
TCGA-A4-7585-01A
67 years, male, white, stage:iii, dead, 1070 days
5344.7
TCGA-5P-A9KE-01A
70 years, male, white, alive, 824 days
5267.8
TCGA-5P-A9JY-01A
79 years, male, white, dead, 1508 days
5229.3
TCGA-A4-8312-01A
60 years, male, black or african american, stage:i, alive, 708 days
5126.8
TCGA-BQ-5890-01A
69 years, male, white, stage:iii, alive, 233 days
5031.1
TCGA-P4-A5EA-01A
54 years, female, white, stage:iii, dead, 201 days
5008.8
TCGA-2K-A9WE-01A
53 years, male, white, stage:ii, alive, 214 days
4996.2
TCGA-2Z-A9JP-01A
63 years, male, white, stage:i, alive, 893 days
4986.2
TCGA-MH-A857-01A
63 years, male, black or african american, stage:i, alive, 890 days
4924.1
TCGA-G7-A8LD-01A
71 years, male, white, stage:iii, dead, 514 days
4892.8
TCGA-MH-A856-01A
54 years, male, white, stage:i, alive, 947 days
4847.9
TCGA-2Z-A9JD-01A
66 years, male, white, stage:i, alive, 1060 days
4750.5
TCGA-4A-A93Y-01A
63 years, female, black or african american, stage:ii, alive, 352 days
4722.0
TCGA-SX-A7SR-01A
66 years, male, white, stage:ii, alive, 805 days
4719.0
TCGA-G7-6790-01A
57 years, male, white, stage:i, alive, 1575 days
4696.7
TCGA-KV-A74V-01A
40 years, male, white, stage:i, alive, 347 days
4687.6
TCGA-A4-7583-01A
60 years, male, black or african american, stage:i, alive, 3 days
4621.8
TCGA-UZ-A9PQ-01A
59 years, male, black or african american, stage:iii, dead, 2624 days
4608.3
TCGA-G7-6797-01A
46 years, male, white, stage:iii, alive, 765 days
4606.4
TCGA-5P-A9KC-01A
51 years, female, white, alive, 377 days
4598.0
TCGA-B9-A5W8-01A
50 years, male, black or african american, stage:ii, alive, 524 days
4588.9
TCGA-GL-A59T-01A
46 years, male, white, stage:i, alive, 546 days
4566.8
TCGA-2Z-A9JL-01A
47 years, male, black or african american, stage:i, alive, 1006 days
4542.2
TCGA-UZ-A9PK-01A
71 years, male, white, stage:i, alive, 3571 days
4529.4
TCGA-B9-A8YH-01A
52 years, male, black or african american, stage:i, alive, 532 days
4503.2
TCGA-SX-A7SQ-01A
48 years, male, white, stage:i, alive, 1266 days
4481.6
TCGA-B1-A655-01A
77 years, female, white, stage:i, alive, 510 days
4456.1
TCGA-DW-7834-01A
53 years, male, white, stage:i, alive, 3950 days
4438.1
TCGA-BQ-5892-01A
51 years, male, white, stage:i, alive, 364 days
4409.1
TCGA-IA-A83W-01A
70 years, male, white, stage:i, dead, 2043 days
4341.3
TCGA-DW-7837-01A
43 years, male, black or african american, stage:i, alive, 1142 days
4138.1
TCGA-F9-A7Q0-01A
37 years, female, asian, stage:i, alive, 398 days
4132.0
TCGA-G7-6792-01A
40 years, male, black or african american, stage:i, alive, 2765 days
4110.4
TCGA-IA-A40Y-01A
60 years, female, white, stage:iii, alive, 62 days
4058.5
TCGA-AL-7173-01A
72 years, female, white, stage:iv, alive, 2060 days
4050.7
TCGA-UZ-A9PL-01A
59 years, male, white, stage:ii, alive, 3152 days
4047.1
TCGA-EV-5902-01A
58 years, male, white, stage:i, alive, 578 days
4046.4
TCGA-BQ-7044-01A
73 years, male, white, stage:iii, alive, 3760 days
4023.7
TCGA-BQ-7059-01A
71 years, male, white, stage:i, alive, 232 days
4015.2
TCGA-SX-A7SP-01A
66 years, female, white, stage:i, dead, 496 days
3985.4
TCGA-MH-A55W-01A
50 years, male, black or african american, stage:i, alive, 1043 days
3963.7
TCGA-5P-A9JV-01A
49 years, male, white, alive, 2043 days
3897.3
TCGA-5P-A9K0-01A
75 years, male, white, alive, 677 days
3874.1
TCGA-2Z-A9J1-01A
71 years, male, white, stage:i, alive, 2298 days
3867.9
TCGA-BQ-7060-01A
53 years, male, american indian or alaska native, stage:i, alive, 214 days
3838.1
TCGA-2Z-A9JK-01A
50 years, male, white, stage:iii, alive, 1186 days
3662.4
TCGA-Y8-A897-01A
68 years, female, white, stage:i, alive, 549 days
3662.3
TCGA-4A-A93X-01A
58 years, male, white, stage:iv, alive, 390 days
3612.0
TCGA-4A-A93W-01A
66 years, female, white, stage:i, alive, 4 days
3597.1
TCGA-5P-A9K6-01A
64 years, male, white, alive, 1914 days
3546.6
TCGA-P4-A5EB-01A
83 years, male, white, stage:i, alive, 3015 days
3542.6
TCGA-UZ-A9PV-01A
65 years, male, white, stage:i, alive, 1444 days
3538.7
TCGA-MH-A855-01A
52 years, female, black or african american, stage:ii, alive, 369 days
3513.1
TCGA-Y8-A895-01A
74 years, male, white, stage:i, alive, 484 days
3505.7
TCGA-2Z-A9JG-01A
64 years, male, white, stage:i, alive, 1662 days
3504.7
TCGA-5P-A9K4-01A
54 years, male, white, alive, 2184 days
3477.2
TCGA-P4-A5E6-01A
67 years, male, black or african american, stage:iii, alive, 3035 days
3387.6
TCGA-MH-A562-01A
57 years, male, black or african american, stage:i, alive, 616 days
3366.9
TCGA-5P-A9KA-01A
61 years, male, white, alive, 395 days
3364.1
TCGA-UZ-A9PZ-01A
65 years, male, white, stage:iii, alive, 657 days
3337.8
TCGA-Q2-A5QZ-01A
61 years, female, black or african american, stage:iii, alive, 428 days
3327.4
TCGA-B9-4115-01A
53 years, male, black or african american, stage:i, alive, 803 days
3322.9
TCGA-SX-A71W-01A
66 years, male, white, stage:i, alive, 1076 days
3282.3
TCGA-A4-A57E-01A
59 years, male, white, stage:iv, dead, 258 days
3279.4
TCGA-DZ-6133-01A
66 years, female, white, stage:i, dead, 1557 days
3264.9
TCGA-SX-A7SN-01A
52 years, male, white, stage:i, alive, 578 days
3234.6
TCGA-BQ-5893-01A
61 years, male, white, stage:iv, dead, 241 days
3178.3
TCGA-G7-A4TM-01A
41 years, male, black or african american, stage:i, alive, 768 days
3173.4
TCGA-B3-3925-01A
52 years, male, white, stage:iii, alive, 1029 days
3171.6
TCGA-A4-8630-01A
59 years, female, white, stage:i, alive, 436 days
3092.7
TCGA-5P-A9K8-01A
51 years, female, white, alive, 1309 days
3028.3
TCGA-P4-A5E8-01A
57 years, male, white, stage:iii, dead, 1306 days
2998.6
TCGA-SX-A71U-01A
57 years, male, white, stage:i, alive, 1357 days
2976.2
TCGA-UZ-A9PU-01A
77 years, male, white, stage:i, dead, 933 days
2916.0
TCGA-UZ-A9PM-01A
62 years, male, white, stage:ii, alive, 3811 days
2907.7
TCGA-GL-A59R-01A
79 years, male, white, stage:iii, alive, 378 days
2834.2
TCGA-IA-A83T-01A
80 years, male, white, dead, 2684 days
2831.2
TCGA-A4-7584-01A
59 years, male, black or african american, stage:i, alive, 650 days
2828.8
TCGA-UZ-A9PN-01A
54 years, male, white, stage:iii, dead, 1136 days
2806.3
TCGA-F9-A4JJ-01A
35 years, female, black or african american, stage:iii, dead, 325 days
2791.6
TCGA-O9-A75Z-01A
44 years, male, white, stage:i, alive, 471 days
2781.2
TCGA-B1-A657-01A
54 years, male, white, stage:i, alive, 641 days
2759.2
TCGA-2Z-A9JR-01A
57 years, male, white, stage:i, alive, 161 days
2754.1
TCGA-5P-A9JZ-01A
51 years, female, white, alive, 2744 days
2731.0
TCGA-BQ-5882-01A
54 years, male, stage:iii, dead, 658 days
2675.1
TCGA-HE-7130-01A
female, stage:iii, alive, 1770 days
2674.3
TCGA-B9-7268-01A
59 years, male, white, stage:ii, alive, 671 days
2667.5
TCGA-2Z-A9J3-01A
67 years, male, white, stage:ii, dead, 1771 days
2627.1
TCGA-UZ-A9PS-01A
62 years, female, black or african american, stage:ii, alive, 2167 days
2611.1
TCGA-F9-A8NY-01A
38 years, female, asian, stage:iv, alive, 36 days
2604.2
TCGA-BQ-5884-01A
59 years, female, black or african american, stage:i, alive, 792 days
2601.6
TCGA-2Z-A9JE-01A
59 years, male, white, stage:i, alive, 1728 days
2585.4
TCGA-HE-7129-01A
male, stage:ii, alive, 2492 days
2562.3
TCGA-Y8-A898-01A
69 years, male, white, stage:i, alive, 475 days
2558.6
TCGA-B1-A47M-01A
79 years, male, black or african american, stage:iii, alive, 659 days
2548.7
TCGA-B1-7332-01A
61 years, female, black or african american, stage:ii, alive, 1141 days
2500.1
TCGA-A4-A5Y1-01A
75 years, male, white, stage:iii, dead, 395 days
2499.9
TCGA-GL-7773-01A
63 years, male, white, stage:i, alive, 393 days
2475.0
TCGA-G7-A8LE-01A
62 years, male, white, stage:i, alive, 2453 days
2458.7
TCGA-B3-8121-01A
48 years, female, black or african american, stage:i, alive, 379 days
2454.7
TCGA-UZ-A9PR-01A
84 years, male, white, stage:i, alive, 2627 days
2451.9
TCGA-A4-8515-01A
47 years, male, american indian or alaska native, stage:i, alive, 709 days
2445.7
TCGA-UN-AAZ9-01A
76 years, female, black or african american, stage:i, alive, 548 days
2435.6
TCGA-Y8-A894-01A
57 years, female, white, stage:i, alive, 567 days
2425.9
TCGA-BQ-5876-01A
75 years, male, white, stage:i, alive, 586 days
2378.2
TCGA-BQ-5875-01A
66 years, female, white, stage:iii, alive, 2639 days
2284.1
TCGA-Y8-A8S0-01A
58 years, male, white, stage:i, alive, 183 days
2235.4
TCGA-B9-4116-01A
75 years, female, black or african american, alive, 627 days
2204.4
TCGA-J7-6720-01A
42 years, male, asian, stage:i, alive, 388 days
2198.1
TCGA-2Z-A9JS-01A
74 years, male, white, stage:i, dead, 492 days
2122.0
TCGA-DZ-6132-01A
69 years, male, stage:i, alive, 2460 days
2111.5
TCGA-GL-A9DC-01A
66 years, female, white, stage:i, alive, 392 days
2105.7
TCGA-IA-A83V-01A
63 years, male, white, stage:i, dead, 2941 days
2102.3
TCGA-A4-7915-01A
35 years, female, black or african american, stage:ii, alive, 7 days
2081.8
TCGA-UZ-A9PP-01A
60 years, male, white, stage:i, alive, 3010 days
2078.4
TCGA-SX-A71S-01A
66 years, female, white, stage:i, alive, 1504 days
2060.8
TCGA-2Z-A9J7-01A
63 years, male, white, stage:iv, dead, 139 days
2041.3
TCGA-F9-A7VF-01A
75 years, female, white, stage:i, alive, 73 days
2036.3
TCGA-P4-A5E7-01A
74 years, female, white, stage:i, alive, 2649 days
2031.0
TCGA-B9-A5W7-01A
47 years, male, black or african american, stage:i, alive, 585 days
2008.9
TCGA-DW-7838-01A
66 years, male, white, stage:i, alive, 744 days
1992.6
TCGA-AL-3467-01A
54 years, female, white, alive, 2135 days
1923.7
TCGA-BQ-7049-01A
45 years, female, white, stage:i, dead, 1364 days
1891.6
TCGA-B9-A5W9-01A
40 years, male, white, stage:i, alive, 5 days
1884.4
TCGA-A4-A6HP-01A
66 years, male, white, stage:i, alive, 379 days
1848.9
TCGA-A4-7996-01A
61 years, female, white, stage:i, alive, 506 days
1829.6
TCGA-GL-8500-01A
63 years, male, white, stage:i, alive, 841 days
1815.5
TCGA-A4-7828-01A
74 years, female, black or african american, stage:i, alive, 238 days
1805.7
TCGA-P4-AAVL-01A
85 years, male, white, stage:iii, dead, 487 days
1748.2
TCGA-DW-7836-01A
55 years, male, white, stage:i, alive, 1093 days
1635.8
TCGA-DZ-6135-01A
45 years, male, stage:i, alive, 2269 days
1626.9
TCGA-2Z-A9JQ-01A
66 years, male, white, stage:i, alive, 778 days
1617.1
TCGA-MH-A854-01A
62 years, female, black or african american, stage:i, alive, 536 days
1594.5
TCGA-IZ-8196-01A
50 years, male, white, stage:i, alive, 649 days
1593.5
TCGA-G7-7501-01A
55 years, female, black or african american, stage:iii, dead, 624 days
1550.6
TCGA-2Z-A9J9-01A
77 years, male, black or african american, stage:i, alive, 2294 days
1545.2
TCGA-HE-A5NH-01A
62 years, male, stage:i, alive, 791 days
1539.5
TCGA-DW-7839-01A
58 years, female, white, stage:i, alive, 419 days
1533.3
TCGA-AL-3473-01A
55 years, male, white, stage:ii, alive, 1906 days
1511.4
TCGA-B9-5156-01A
51 years, male, white, alive, 1338 days
1464.8
TCGA-UZ-A9PJ-01A
78 years, male, white, stage:i, dead, 797 days
1412.4
TCGA-J7-8537-01A
37 years, female, asian, stage:iii, dead, 321 days
1329.1
TCGA-MH-A561-01A
66 years, male, white, stage:i, alive, 841 days
1327.0
TCGA-2Z-A9JJ-01A
69 years, female, white, stage:i, alive, 1213 days
1283.5
TCGA-B1-A654-01A
43 years, female, black or african american, stage:i, alive, 616 days
1255.2
TCGA-IZ-A6M9-01A
63 years, male, white, stage:i, alive, 376 days
1229.8
TCGA-BQ-5894-01A
42 years, male, stage:iv, alive, 84 days
1169.7
TCGA-EV-5901-01A
47 years, female, white, stage:i, alive, 1040 days
1132.7
TCGA-B9-5155-01A
71 years, male, white, stage:iii, alive, 665 days
1129.9
TCGA-GL-7966-01A
28 years, female, white, stage:iii, alive, 112 days
1093.5
TCGA-EV-5903-01A
57 years, male, white, stage:i, alive, 757 days
1056.1
TCGA-DW-7842-01A
52 years, male, white, stage:i, alive, 92 days
1018.5
TCGA-A4-8310-01A
58 years, male, white, stage:iii, alive, 780 days
965.3
TCGA-G7-6793-01A
60 years, female, white, stage:iv, dead, 336 days
945.3
TCGA-BQ-7051-01A
74 years, male, white, stage:ii, alive, 1533 days
917.0
TCGA-BQ-5891-01A
57 years, female, white, stage:iii, alive, 29 days
861.4
TCGA-IZ-A6M8-01A
69 years, male, black or african american, stage:i, alive, 497 days
720.3
TCGA-A4-7734-01A
53 years, female, white, stage:i, alive, 27 days
708.1
TCGA-BQ-5879-01A
32 years, female, white, stage:iii, dead, 697 days
703.7
TCGA-A4-7997-01A
67 years, male, white, stage:i, alive, 927 days
627.8
TCGA-F9-A97G-01A
79 years, male, asian, stage:iii, alive, 13 days
582.0
TCGA-BQ-5878-01A
79 years, female, white, stage:iii, alive, 1938 days
454.0
TCGA-AL-A5DJ-01A
55 years, female, white, stage:iii, dead, 1498 days
436.4
TCGA-BQ-5877-01A
60 years, male, black or african american, stage:iv, dead, 270 days