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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 average 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
4982.0
Number of samples
285
Samples
Sample
Description
FPKM
TCGA-BQ-7058-01A
81 years, male, white, stage:iii, dead, 343 days
26055.5
TCGA-5P-A9K2-01A
62 years, male, white, alive, 2392 days
24727.7
TCGA-UZ-A9Q0-01A
60 years, male, white, stage:i, alive, 3368 days
22765.2
TCGA-DW-7963-01B
43 years, male, black or african american, stage:i, alive, 1240 days
19008.6
TCGA-UZ-A9Q1-01A
88 years, female, white, stage:i, alive, 1562 days
18192.6
TCGA-J7-A8I2-01A
75 years, male, asian, stage:i, alive, 307 days
17141.5
TCGA-SX-A7SS-01A
67 years, male, white, stage:i, alive, 1615 days
16500.9
TCGA-BQ-5886-01A
75 years, male, white, stage:iii, alive, 792 days
15439.1
TCGA-BQ-5880-01A
79 years, male, white, stage:iii, dead, 1314 days
14772.6
TCGA-A4-8518-01A
48 years, male, white, stage:i, alive, 600 days
14730.7
TCGA-B9-A44B-01A
70 years, male, black or african american, stage:iii, alive, 361 days
13793.4
TCGA-BQ-5881-01A
69 years, male, white, stage:i, alive, 1454 days
13464.8
TCGA-2Z-A9JN-01A
50 years, female, black or african american, stage:i, alive, 740 days
13231.4
TCGA-UZ-A9PQ-01A
59 years, male, black or african american, stage:iii, dead, 2624 days
12580.4
TCGA-IZ-8195-01A
82 years, male, white, stage:ii, alive, 677 days
12193.3
TCGA-B9-A8YI-01A
79 years, male, black or african american, stage:i, alive, 374 days
12063.5
TCGA-G7-A8LB-01A
70 years, male, white, stage:iv, alive, 547 days
11908.5
TCGA-A4-8311-01A
60 years, male, white, stage:i, alive, 729 days
11835.4
TCGA-AL-3466-01A
41 years, male, white, stage:iv, dead, 293 days
11457.2
TCGA-SX-A71R-01A
51 years, male, white, stage:i, alive, 1457 days
11418.4
TCGA-AL-3471-01A
74 years, male, white, stage:i, dead, 1500 days
11363.4
TCGA-G7-6795-01A
56 years, male, white, stage:i, alive, 1194 days
11344.7
TCGA-5P-A9JU-01A
81 years, male, white, stage:iii, alive, 373 days
11053.1
TCGA-5P-A9KE-01A
70 years, male, white, alive, 824 days
11007.5
TCGA-UZ-A9PO-01A
80 years, male, white, stage:i, alive, 1911 days
10687.8
TCGA-2Z-A9JD-01A
66 years, male, white, stage:i, alive, 1060 days
10522.0
TCGA-A4-A5Y0-01A
61 years, female, white, stage:i, alive, 252 days
10406.5
TCGA-BQ-7044-01A
73 years, male, white, stage:iii, alive, 3760 days
10217.3
TCGA-HE-A5NI-01A
73 years, male, stage:i, alive, 360 days
10154.8
TCGA-A4-7584-01A
59 years, male, black or african american, stage:i, alive, 650 days
10030.2
TCGA-A4-8517-01A
71 years, male, white, stage:i, alive, 597 days
9787.9
TCGA-BQ-7060-01A
53 years, male, american indian or alaska native, stage:i, alive, 214 days
9786.3
TCGA-GL-A4EM-01A
62 years, male, white, stage:i, alive, 32 days
9709.3
TCGA-5P-A9KH-01A
77 years, male, white, alive, 2051 days
9666.5
TCGA-BQ-7045-01A
78 years, male, black or african american, stage:i, dead, 1468 days
9596.3
TCGA-BQ-7055-01A
73 years, male, white, stage:i, alive, 799 days
9550.0
TCGA-P4-AAVM-01A
69 years, male, white, stage:i, alive, 1539 days
9526.8
TCGA-A4-A48D-01A
85 years, male, black or african american, stage:i, alive, 379 days
9516.2
TCGA-BQ-7056-01A
75 years, female, white, stage:iii, alive, 612 days
9507.5
TCGA-DW-5560-01A
38 years, female, white, stage:i, alive, 1486 days
9372.3
TCGA-SX-A7SO-01A
64 years, male, white, stage:i, alive, 1257 days
9322.9
TCGA-Y8-A895-01A
74 years, male, white, stage:i, alive, 484 days
9214.7
TCGA-B9-A69E-01A
71 years, male, white, stage:iii, alive, 452 days
9177.4
TCGA-DW-7840-01A
60 years, male, black or african american, stage:i, alive, 114 days
9032.3
TCGA-5P-A9K3-01A
59 years, male, white, dead, 471 days
8897.7
TCGA-BQ-5890-01A
69 years, male, white, stage:iii, alive, 233 days
8876.1
TCGA-SX-A71V-01A
80 years, male, white, stage:i, alive, 876 days
8800.1
TCGA-UZ-A9PZ-01A
65 years, male, white, stage:iii, alive, 657 days
8469.1
TCGA-B9-4617-01A
41 years, male, black or african american, alive, 35 days
8446.6
TCGA-AL-3472-01A
57 years, male, black or african american, alive, 2029 days
8405.9
TCGA-GL-A9DD-01A
69 years, male, white, stage:i, alive, 341 days
8368.1
TCGA-A4-8630-01A
59 years, female, white, stage:i, alive, 436 days
7958.7
TCGA-BQ-7061-01A
84 years, female, white, stage:i, alive, 218 days
7955.8
TCGA-G7-6796-01A
58 years, male, white, stage:i, alive, 2173 days
7846.0
TCGA-MH-A856-01A
54 years, male, white, stage:i, alive, 947 days
7762.1
TCGA-SX-A7SM-01A
60 years, male, black or african american, stage:iv, dead, 363 days
7732.5
TCGA-Y8-A8RY-01A
63 years, male, white, stage:i, alive, 769 days
7731.1
TCGA-A4-7286-01A
42 years, male, white, alive, 554 days
7712.6
TCGA-A4-8098-01A
73 years, male, black or african american, stage:i, alive, 896 days
7606.2
TCGA-2Z-A9JO-01A
56 years, female, black or african american, stage:i, alive, 949 days
7604.2
TCGA-2Z-A9J3-01A
67 years, male, white, stage:ii, dead, 1771 days
7497.5
TCGA-WN-A9G9-01A
male, white, stage:i, alive, 791 days
7427.7
TCGA-WN-AB4C-01A
female, white, stage:i, alive, 1188 days
7266.3
TCGA-B1-A655-01A
77 years, female, white, stage:i, alive, 510 days
7250.4
TCGA-SX-A7SL-01A
74 years, male, stage:i, alive, 823 days
7243.0
TCGA-B1-A47O-01A
54 years, female, white, stage:i, alive, 842 days
7065.3
TCGA-HE-A5NL-01A
51 years, male, stage:i, alive, 767 days
6986.5
TCGA-GL-6846-01A
52 years, male, white, stage:iv, alive, 5925 days
6966.3
TCGA-B1-A47N-01A
62 years, male, white, stage:i, alive, 1110 days
6891.7
TCGA-AL-3468-01A
74 years, male, white, stage:ii, dead, 2331 days
6781.6
TCGA-5P-A9JY-01A
79 years, male, white, dead, 1508 days
6744.8
TCGA-GL-A9DE-01A
74 years, male, black or african american, stage:i, alive, 496 days
6734.7
TCGA-SX-A7SP-01A
66 years, female, white, stage:i, dead, 496 days
6714.3
TCGA-A4-7585-01A
67 years, male, white, stage:iii, dead, 1070 days
6623.5
TCGA-UZ-A9PV-01A
65 years, male, white, stage:i, alive, 1444 days
6615.3
TCGA-BQ-5885-01A
63 years, male, white, stage:iii, alive, 921 days
6604.5
TCGA-5P-A9K6-01A
64 years, male, white, alive, 1914 days
6567.0
TCGA-BQ-5883-01A
79 years, female, black or african american, stage:i, alive, 1242 days
6540.3
TCGA-Y8-A896-01A
62 years, male, white, stage:iii, alive, 567 days
6539.1
TCGA-UZ-A9PX-01A
73 years, male, white, stage:i, alive, 1981 days
6453.6
TCGA-BQ-5888-01A
74 years, female, white, stage:i, alive, 403 days
6396.2
TCGA-Y8-A8RZ-01A
55 years, male, white, stage:i, alive, 112 days
6341.8
TCGA-5P-A9K0-01A
75 years, male, white, alive, 677 days
6313.0
TCGA-A4-A5DU-01A
45 years, female, white, stage:i, alive, 496 days
6147.3
TCGA-UZ-A9PU-01A
77 years, male, white, stage:i, dead, 933 days
6000.1
TCGA-SX-A71U-01A
57 years, male, white, stage:i, alive, 1357 days
5994.6
TCGA-P4-AAVK-01A
74 years, male, white, stage:iii, alive, 1590 days
5983.6
TCGA-P4-A5E6-01A
67 years, male, black or african american, stage:iii, alive, 3035 days
5981.7
TCGA-BQ-7050-01A
53 years, female, white, stage:i, alive, 1864 days
5931.4
TCGA-5P-A9JZ-01A
51 years, female, white, alive, 2744 days
5928.3
TCGA-DZ-6134-01A
69 years, male, white, stage:i, alive, 1856 days
5922.1
TCGA-2Z-A9JK-01A
50 years, male, white, stage:iii, alive, 1186 days
5905.5
TCGA-4A-A93X-01A
58 years, male, white, stage:iv, alive, 390 days
5815.0
TCGA-BQ-7048-01A
64 years, male, white, stage:iii, alive, 2839 days
5787.7
TCGA-2Z-A9JP-01A
63 years, male, white, stage:i, alive, 893 days
5695.9
TCGA-HE-A5NF-01A
58 years, male, stage:i, alive, 2582 days
5659.0
TCGA-G7-A8LC-01A
61 years, male, white, stage:i, alive, 702 days
5557.4
TCGA-B1-5398-01A
73 years, male, white, stage:iii, alive, 1251 days
5549.8
TCGA-A4-7732-01A
55 years, male, black or african american, alive, 582 days
5431.9
TCGA-MH-A855-01A
52 years, female, black or african american, stage:ii, alive, 369 days
5429.0
TCGA-A4-A5XZ-01A
65 years, female, white, stage:ii, alive, 479 days
5346.2
TCGA-A4-7288-01A
71 years, female, white, alive, 1857 days
5247.6
TCGA-2Z-A9J6-01A
61 years, male, white, stage:i, alive, 1731 days
5246.0
TCGA-BQ-7046-01A
61 years, male, white, stage:i, alive, 2948 days
5200.1
TCGA-UZ-A9PS-01A
62 years, female, black or african american, stage:ii, alive, 2167 days
5196.3
TCGA-V9-A7HT-01A
67 years, male, black or african american, stage:ii, alive, 965 days
5155.0
TCGA-5P-A9JW-01A
64 years, male, white, alive, 3241 days
5053.8
TCGA-BQ-7053-01A
57 years, female, black or african american, stage:iii, alive, 1516 days
4955.7
TCGA-IA-A83S-01A
81 years, male, white, dead, 2609 days
4948.6
TCGA-2Z-A9JM-01A
28 years, male, white, stage:i, alive, 934 days
4914.6
TCGA-BQ-5875-01A
66 years, female, white, stage:iii, alive, 2639 days
4910.5
TCGA-SX-A7SR-01A
66 years, male, white, stage:ii, alive, 805 days
4898.0
TCGA-5P-A9KF-01A
53 years, male, white, alive, 845 days
4896.9
TCGA-P4-AAVO-01A
69 years, male, white, stage:i, alive, 2400 days
4848.1
TCGA-4A-A93Y-01A
63 years, female, black or african american, stage:ii, alive, 352 days
4783.0
TCGA-B1-A657-01A
54 years, male, white, stage:i, alive, 641 days
4616.4
TCGA-SX-A7SN-01A
52 years, male, white, stage:i, alive, 578 days
4552.5
TCGA-UZ-A9PN-01A
54 years, male, white, stage:iii, dead, 1136 days
4505.9
TCGA-BQ-7062-01A
64 years, male, black or african american, stage:i, alive, 116 days
4425.3
TCGA-BQ-5889-01A
63 years, male, white, stage:iv, dead, 329 days
4418.1
TCGA-B9-7268-01A
59 years, male, white, stage:ii, alive, 671 days
4337.7
TCGA-A4-7583-01A
60 years, male, black or african american, stage:i, alive, 3 days
4318.6
TCGA-DW-5561-01A
51 years, male, black or african american, stage:i, alive, 414 days
4304.4
TCGA-O9-A75Z-01A
44 years, male, white, stage:i, alive, 471 days
4283.1
TCGA-5P-A9K9-01A
59 years, female, white, dead, 589 days
4266.9
TCGA-DW-7841-01A
61 years, male, black or african american, stage:i, alive, 445 days
4212.5
TCGA-IA-A40X-01A
49 years, female, black or african american, stage:i, alive, 608 days
4203.1
TCGA-BQ-5893-01A
61 years, male, white, stage:iv, dead, 241 days
4184.1
TCGA-A4-A4ZT-01A
71 years, female, white, stage:i, alive, 516 days
4172.8
TCGA-B9-4117-01A
48 years, female, black or african american, alive, 14 days
4161.3
TCGA-IA-A83W-01A
70 years, male, white, stage:i, dead, 2043 days
4143.6
TCGA-A4-8312-01A
60 years, male, black or african american, stage:i, alive, 708 days
4132.3
TCGA-B3-A6W5-01A
43 years, male, black or african american, stage:i, alive, 309 days
4100.7
TCGA-2K-A9WE-01A
53 years, male, white, stage:ii, alive, 214 days
4082.9
TCGA-UZ-A9PM-01A
62 years, male, white, stage:ii, alive, 3811 days
4070.8
TCGA-AL-7173-01A
72 years, female, white, stage:iv, alive, 2060 days
4064.4
TCGA-2Z-A9J8-01A
50 years, male, white, stage:i, alive, 2790 days
3952.4
TCGA-MH-A857-01A
63 years, male, black or african american, stage:i, alive, 890 days
3938.7
TCGA-HE-A5NJ-01A
58 years, male, alive, 1726 days
3932.6
TCGA-B9-A8YH-01A
52 years, male, black or african american, stage:i, alive, 532 days
3862.7
TCGA-F9-A4JJ-01A
35 years, female, black or african american, stage:iii, dead, 325 days
3831.3
TCGA-AT-A5NU-01A
77 years, male, white, stage:i, alive, 67 days
3772.6
TCGA-Y8-A8S1-01A
61 years, male, white, stage:i, alive, 404 days
3742.4
TCGA-B3-4104-01A
75 years, male, white, stage:ii, alive, 1049 days
3713.6
TCGA-SX-A7SU-01A
47 years, male, stage:i, alive, 1331 days
3710.5
TCGA-2Z-A9JS-01A
74 years, male, white, stage:i, dead, 492 days
3655.3
TCGA-DW-7837-01A
43 years, male, black or african american, stage:i, alive, 1142 days
3654.1
TCGA-B3-4103-01A
56 years, male, white, stage:i, alive, 930 days
3645.0
TCGA-4A-A93W-01A
66 years, female, white, stage:i, alive, 4 days
3617.9
TCGA-UZ-A9PP-01A
60 years, male, white, stage:i, alive, 3010 days
3524.7
TCGA-G7-6790-01A
57 years, male, white, stage:i, alive, 1575 days
3476.4
TCGA-BQ-5887-01A
54 years, male, white, stage:iii, alive, 771 days
3451.6
TCGA-P4-A5EA-01A
54 years, female, white, stage:iii, dead, 201 days
3403.9
TCGA-MH-A55W-01A
50 years, male, black or african american, stage:i, alive, 1043 days
3356.9
TCGA-B1-7332-01A
61 years, female, black or african american, stage:ii, alive, 1141 days
3333.1
TCGA-SX-A71W-01A
66 years, male, white, stage:i, alive, 1076 days
3277.2
TCGA-5P-A9KC-01A
51 years, female, white, alive, 377 days
3258.1
TCGA-G7-7502-01A
83 years, male, white, stage:i, alive, 786 days
3244.8
TCGA-UZ-A9PK-01A
71 years, male, white, stage:i, alive, 3571 days
3232.3
TCGA-UZ-A9PL-01A
59 years, male, white, stage:ii, alive, 3152 days
3199.7
TCGA-KV-A6GE-01A
65 years, male, white, stage:i, alive, 885 days
3184.3
TCGA-B9-5156-01A
51 years, male, white, alive, 1338 days
3161.1
TCGA-G7-A8LD-01A
71 years, male, white, stage:iii, dead, 514 days
3140.5
TCGA-BQ-7059-01A
71 years, male, white, stage:i, alive, 232 days
3100.9
TCGA-J7-6720-01A
42 years, male, asian, stage:i, alive, 388 days
3093.2
TCGA-G7-6789-01A
53 years, female, white, stage:iv, dead, 122 days
3007.8
TCGA-A4-8515-01A
47 years, male, american indian or alaska native, stage:i, alive, 709 days
3004.8
TCGA-2Z-A9JL-01A
47 years, male, black or african american, stage:i, alive, 1006 days
2993.9
TCGA-HE-A5NK-01A
82 years, male, alive, 2228 days
2976.2
TCGA-IA-A83T-01A
80 years, male, white, dead, 2684 days
2967.4
TCGA-B9-4115-01A
53 years, male, black or african american, stage:i, alive, 803 days
2964.0
TCGA-SX-A7SQ-01A
48 years, male, white, stage:i, alive, 1266 days
2962.3
TCGA-PJ-A5Z8-01A
60 years, female, white, stage:i, alive, 600 days
2959.0
TCGA-G7-A4TM-01A
41 years, male, black or african american, stage:i, alive, 768 days
2957.6
TCGA-2Z-A9J1-01A
71 years, male, white, stage:i, alive, 2298 days
2912.9
TCGA-F9-A7Q0-01A
37 years, female, asian, stage:i, alive, 398 days
2898.1
TCGA-P4-A5ED-01A
51 years, male, white, stage:i, alive, 2816 days
2892.3
TCGA-5P-A9KA-01A
61 years, male, white, alive, 395 days
2883.8
TCGA-GL-A9DC-01A
66 years, female, white, stage:i, alive, 392 days
2787.1
TCGA-Y8-A8S0-01A
58 years, male, white, stage:i, alive, 183 days
2778.8
TCGA-A4-7996-01A
61 years, female, white, stage:i, alive, 506 days
2760.9
TCGA-B9-A5W8-01A
50 years, male, black or african american, stage:ii, alive, 524 days
2756.3
TCGA-B9-4113-01A
64 years, male, black or african american, stage:i, dead, 1536 days
2749.0
TCGA-A4-7287-01A
75 years, female, white, stage:i, dead, 597 days
2734.8
TCGA-P4-A5E8-01A
57 years, male, white, stage:iii, dead, 1306 days
2720.6
TCGA-F9-A97G-01A
79 years, male, asian, stage:iii, alive, 13 days
2691.9
TCGA-A4-7915-01A
35 years, female, black or african american, stage:ii, alive, 7 days
2678.5
TCGA-IA-A40U-01A
56 years, male, white, stage:iii, alive, 511 days
2638.0
TCGA-2Z-A9JG-01A
64 years, male, white, stage:i, alive, 1662 days
2633.8
TCGA-B3-8121-01A
48 years, female, black or african american, stage:i, alive, 379 days
2616.4
TCGA-IA-A83V-01A
63 years, male, white, stage:i, dead, 2941 days
2607.9
TCGA-HE-7129-01A
male, stage:ii, alive, 2492 days
2550.5
TCGA-G7-6797-01A
46 years, male, white, stage:iii, alive, 765 days
2502.4
TCGA-A4-A57E-01A
59 years, male, white, stage:iv, dead, 258 days
2502.0
TCGA-GL-7773-01A
63 years, male, white, stage:i, alive, 393 days
2498.3
TCGA-BQ-5892-01A
51 years, male, white, stage:i, alive, 364 days
2424.8
TCGA-5P-A9K4-01A
54 years, male, white, alive, 2184 days
2369.8
TCGA-2Z-A9JR-01A
57 years, male, white, stage:i, alive, 161 days
2365.4
TCGA-DW-7834-01A
53 years, male, white, stage:i, alive, 3950 days
2360.9
TCGA-UZ-A9PR-01A
84 years, male, white, stage:i, alive, 2627 days
2360.9
TCGA-Y8-A897-01A
68 years, female, white, stage:i, alive, 549 days
2360.0
TCGA-UZ-A9PJ-01A
78 years, male, white, stage:i, dead, 797 days
2303.1
TCGA-G7-A8LE-01A
62 years, male, white, stage:i, alive, 2453 days
2301.5
TCGA-5P-A9K8-01A
51 years, female, white, alive, 1309 days
2286.4
TCGA-2Z-A9J7-01A
63 years, male, white, stage:iv, dead, 139 days
2280.2
TCGA-G7-6792-01A
40 years, male, black or african american, stage:i, alive, 2765 days
2224.4
TCGA-2Z-A9J2-01A
71 years, female, white, stage:i, alive, 1795 days
2156.0
TCGA-B3-3925-01A
52 years, male, white, stage:iii, alive, 1029 days
2123.6
TCGA-5P-A9JV-01A
49 years, male, white, alive, 2043 days
2117.7
TCGA-SX-A71S-01A
66 years, female, white, stage:i, alive, 1504 days
2093.2
TCGA-Y8-A894-01A
57 years, female, white, stage:i, alive, 567 days
2072.5
TCGA-IZ-8196-01A
50 years, male, white, stage:i, alive, 649 days
2062.5
TCGA-A4-8516-01A
62 years, male, white, stage:iii, alive, 23 days
2048.7
TCGA-DW-7838-01A
66 years, male, white, stage:i, alive, 744 days
2018.4
TCGA-GL-A59T-01A
46 years, male, white, stage:i, alive, 546 days
2016.1
TCGA-MH-A55Z-01A
65 years, male, black or african american, stage:i, alive, 845 days
2008.7
TCGA-BQ-5882-01A
54 years, male, stage:iii, dead, 658 days
1996.6
TCGA-IA-A40Y-01A
60 years, female, white, stage:iii, alive, 62 days
1993.4
TCGA-EV-5903-01A
57 years, male, white, stage:i, alive, 757 days
1992.6
TCGA-G7-7501-01A
55 years, female, black or african american, stage:iii, dead, 624 days
1963.8
TCGA-B9-A5W9-01A
40 years, male, white, stage:i, alive, 5 days
1923.7
TCGA-KV-A6GD-01A
85 years, male, white, stage:i, alive, 560 days
1892.7
TCGA-2Z-A9JI-01A
38 years, male, white, stage:iii, alive, 1567 days
1871.2
TCGA-DW-7836-01A
55 years, male, white, stage:i, alive, 1093 days
1813.3
TCGA-KV-A74V-01A
40 years, male, white, stage:i, alive, 347 days
1801.3
TCGA-MH-A560-01A
62 years, male, white, stage:i, alive, 924 days
1791.3
TCGA-BQ-7051-01A
74 years, male, white, stage:ii, alive, 1533 days
1749.6
TCGA-A4-8310-01A
58 years, male, white, stage:iii, alive, 780 days
1726.4
TCGA-B9-5155-01A
71 years, male, white, stage:iii, alive, 665 days
1682.4
TCGA-BQ-5876-01A
75 years, male, white, stage:i, alive, 586 days
1681.1
TCGA-B3-3926-01A
59 years, female, white, stage:i, alive, 883 days
1681.1
TCGA-UN-AAZ9-01A
76 years, female, black or african american, stage:i, alive, 548 days
1675.5
TCGA-BQ-5884-01A
59 years, female, black or african american, stage:i, alive, 792 days
1657.7
TCGA-DZ-6133-01A
66 years, female, white, stage:i, dead, 1557 days
1655.6
TCGA-GL-8500-01A
63 years, male, white, stage:i, alive, 841 days
1603.0
TCGA-BQ-7049-01A
45 years, female, white, stage:i, dead, 1364 days
1565.2
TCGA-EV-5902-01A
58 years, male, white, stage:i, alive, 578 days
1565.0
TCGA-P4-A5E7-01A
74 years, female, white, stage:i, alive, 2649 days
1562.7
TCGA-2Z-A9J5-01A
80 years, male, white, stage:ii, alive, 3050 days
1556.4
TCGA-A4-A5Y1-01A
75 years, male, white, stage:iii, dead, 395 days
1536.7
TCGA-B9-4116-01A
75 years, female, black or african american, alive, 627 days
1491.9
TCGA-HE-7130-01A
female, stage:iii, alive, 1770 days
1450.3
TCGA-AL-3467-01A
54 years, female, white, alive, 2135 days
1447.7
TCGA-2Z-A9J9-01A
77 years, male, black or african american, stage:i, alive, 2294 days
1435.5
TCGA-P4-A5EB-01A
83 years, male, white, stage:i, alive, 3015 days
1431.5
TCGA-B1-A47M-01A
79 years, male, black or african american, stage:iii, alive, 659 days
1406.9
TCGA-G7-6793-01A
60 years, female, white, stage:iv, dead, 336 days
1379.6
TCGA-DW-7839-01A
58 years, female, white, stage:i, alive, 419 days
1350.7
TCGA-DW-7842-01A
52 years, male, white, stage:i, alive, 92 days
1330.8
TCGA-F9-A7VF-01A
75 years, female, white, stage:i, alive, 73 days
1261.6
TCGA-2Z-A9JE-01A
59 years, male, white, stage:i, alive, 1728 days
1219.6
TCGA-AL-3473-01A
55 years, male, white, stage:ii, alive, 1906 days
1219.2
TCGA-B1-A656-01A
64 years, male, white, stage:i, alive, 618 days
1193.5
TCGA-J7-8537-01A
37 years, female, asian, stage:iii, dead, 321 days
1183.1
TCGA-DZ-6132-01A
69 years, male, stage:i, alive, 2460 days
1160.8
TCGA-B9-A5W7-01A
47 years, male, black or african american, stage:i, alive, 585 days
1148.9
TCGA-A4-7828-01A
74 years, female, black or african american, stage:i, alive, 238 days
1135.0
TCGA-2Z-A9JT-01A
71 years, male, white, stage:i, alive, 684 days
1131.0
TCGA-Y8-A898-01A
69 years, male, white, stage:i, alive, 475 days
1130.0
TCGA-F9-A8NY-01A
38 years, female, asian, stage:iv, alive, 36 days
1100.2
TCGA-GL-A59R-01A
79 years, male, white, stage:iii, alive, 378 days
1073.9
TCGA-A4-7997-01A
67 years, male, white, stage:i, alive, 927 days
1072.6
TCGA-P4-AAVL-01A
85 years, male, white, stage:iii, dead, 487 days
1061.2
TCGA-EV-5901-01A
47 years, female, white, stage:i, alive, 1040 days
1019.7
TCGA-A4-7734-01A
53 years, female, white, stage:i, alive, 27 days
1015.9
TCGA-DZ-6135-01A
45 years, male, stage:i, alive, 2269 days
1006.3
TCGA-GL-7966-01A
28 years, female, white, stage:iii, alive, 112 days
984.8
TCGA-BQ-5879-01A
32 years, female, white, stage:iii, dead, 697 days
966.0
TCGA-HE-A5NH-01A
62 years, male, stage:i, alive, 791 days
824.0
TCGA-BQ-5878-01A
79 years, female, white, stage:iii, alive, 1938 days
796.8
TCGA-BQ-5894-01A
42 years, male, stage:iv, alive, 84 days
772.3
TCGA-2Z-A9JJ-01A
69 years, female, white, stage:i, alive, 1213 days
733.0
TCGA-PJ-A5Z9-01A
80 years, female, white, stage:i, alive, 540 days
708.0
TCGA-BQ-5891-01A
57 years, female, white, stage:iii, alive, 29 days
700.7
TCGA-IZ-A6M9-01A
63 years, male, white, stage:i, alive, 376 days
663.8
TCGA-IZ-A6M8-01A
69 years, male, black or african american, stage:i, alive, 497 days
610.0
TCGA-MH-A562-01A
57 years, male, black or african american, stage:i, alive, 616 days
557.0
TCGA-A4-A6HP-01A
66 years, male, white, stage:i, alive, 379 days
547.5
TCGA-2Z-A9JQ-01A
66 years, male, white, stage:i, alive, 778 days
469.3
TCGA-MH-A561-01A
66 years, male, white, stage:i, alive, 841 days
418.4
TCGA-BQ-5877-01A
60 years, male, black or african american, stage:iv, dead, 270 days
416.2
TCGA-MH-A854-01A
62 years, female, black or african american, stage:i, alive, 536 days
412.6
TCGA-B1-A654-01A
43 years, female, black or african american, stage:i, alive, 616 days
398.8
TCGA-Q2-A5QZ-01A
61 years, female, black or african american, stage:iii, alive, 428 days
179.6
TCGA-AL-A5DJ-01A
55 years, female, white, stage:iii, dead, 1498 days