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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
13442.0
Number of samples
877
Samples
Sample
Description
FPKM
TCGA-BQ-5881-01A
69 years, male, white, stage:i, alive, 1454 days
69908.4
TCGA-KM-8476-01A
47 years, male, white, stage:i, alive, 3745 days
62245.6
TCGA-UZ-A9Q0-01A
60 years, male, white, stage:i, alive, 3368 days
57387.0
TCGA-KO-8409-01A
69 years, male, white, stage:ii, alive, 3180 days
56712.5
TCGA-BQ-7058-01A
81 years, male, white, stage:iii, dead, 343 days
56131.0
TCGA-KM-8438-01A
45 years, female, white, stage:ii, alive, 4622 days
55938.5
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-KL-8327-01A
46 years, female, white, stage:i, alive, 4169 days
53272.1
TCGA-B0-5117-01A
40 years, male, white, stage:i, alive, 1608 days
53013.9
TCGA-B0-4841-01A
63 years, male, white, stage:iv, dead, 204 days
52896.4
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-BP-4334-01A
56 years, male, white, stage:iii, dead, 645 days
50135.9
TCGA-KN-8433-01A
46 years, female, white, stage:iii, alive, 341 days
50123.0
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-KN-8431-01A
35 years, female, stage:ii, alive, 588 days
44836.5
TCGA-BP-4992-01A
66 years, male, white, stage:i, alive, 501 days
44455.3
TCGA-2Z-A9JT-01A
71 years, male, white, stage:i, alive, 684 days
43525.1
TCGA-KL-8326-01A
69 years, male, white, stage:iii, alive, 3322 days
43142.1
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-KO-8416-01A
41 years, male, white, stage:iii, alive, 2752 days
41786.7
TCGA-BQ-7044-01A
73 years, male, white, stage:iii, alive, 3760 days
40729.7
TCGA-KO-8405-01A
29 years, male, white, stage:iii, alive, 3056 days
40456.9
TCGA-AK-3465-01A
71 years, female, black or african american, stage:i, alive, 369 days
40439.3
TCGA-A3-3374-01A
51 years, female, black or african american, stage:i, alive, 1314 days
40347.8
TCGA-KL-8346-01A
62 years, male, white, stage:ii, alive, 1897 days
40318.9
TCGA-5P-A9K6-01A
64 years, male, white, alive, 1914 days
39337.5
TCGA-KO-8403-01A
49 years, male, white, stage:i, alive, 3208 days
39209.2
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-AS-3777-01A
63 years, male, white, stage:i, alive, 1238 days
36738.7
TCGA-IZ-8195-01A
82 years, male, white, stage:ii, alive, 677 days
36678.7
TCGA-B0-5083-01A
63 years, male, white, stage:i, dead, 1045 days
36457.7
TCGA-2Z-A9JO-01A
56 years, female, black or african american, stage:i, alive, 949 days
36071.7
TCGA-BP-5185-01A
56 years, male, white, stage:i, alive, 1132 days
35704.8
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-KO-8414-01A
50 years, female, white, stage:ii, alive, 3212 days
34149.2
TCGA-A3-3313-01A
59 years, male, black or african american, stage:i, dead, 735 days
34068.5
TCGA-GL-A4EM-01A
62 years, male, white, stage:i, alive, 32 days
33553.8
TCGA-KL-8331-01A
48 years, female, white, stage:ii, alive, 3010 days
33243.1
TCGA-A4-8311-01A
60 years, male, white, stage:i, alive, 729 days
33079.7
TCGA-KN-8426-01A
50 years, male, white, stage:iv, alive, 108 days
32891.4
TCGA-G7-A8LB-01A
70 years, male, white, stage:iv, alive, 547 days
32845.3
TCGA-KO-8407-01A
42 years, male, white, stage:ii, alive, 2820 days
32666.6
TCGA-BQ-7060-01A
53 years, male, american indian or alaska native, stage:i, alive, 214 days
32538.9
TCGA-KL-8335-01A
68 years, male, white, stage:iii, alive, 2815 days
32464.6
TCGA-KL-8338-01A
51 years, male, white, stage:iii, alive, 2633 days
32295.0
TCGA-G7-6796-01A
58 years, male, white, stage:i, alive, 2173 days
32152.3
TCGA-AK-3433-01A
48 years, female, white, stage:ii, alive, 3409 days
32043.5
TCGA-2Z-A9JQ-01A
66 years, male, white, stage:i, alive, 778 days
31645.5
TCGA-BP-5175-01A
60 years, male, white, stage:i, alive, 932 days
31640.3
TCGA-B0-4817-01A
81 years, male, white, stage:iii, dead, 1019 days
31532.2
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-G6-A8L7-01A
81 years, female, black or african american, stage:i, alive, 2133 days
30756.4
TCGA-BP-4799-01A
70 years, male, white, stage:iii, dead, 1133 days
30550.3
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-BP-4960-01A
46 years, male, white, stage:ii, alive, 2172 days
29740.9
TCGA-KL-8324-01A
67 years, female, white, stage:ii, alive, 4676 days
29591.9
TCGA-KL-8323-01A
57 years, female, white, stage:iii, dead, 1158 days
29376.3
TCGA-KO-8415-01A
44 years, female, white, stage:i, alive, 2939 days
29313.5
TCGA-KN-8437-01A
42 years, female, white, stage:i, alive, 3068 days
29085.5
TCGA-P4-A5E6-01A
67 years, male, black or african american, stage:iii, alive, 3035 days
28874.9
TCGA-KO-8408-01A
47 years, male, white, stage:iii, dead, 507 days
28804.0
TCGA-B0-4847-01A
60 years, male, white, stage:iv, dead, 793 days
28618.1
TCGA-B0-4811-01A
48 years, male, white, stage:iii, dead, 1417 days
28339.7
TCGA-KN-8419-01A
43 years, male, black or african american, stage:ii, alive, 714 days
28329.9
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-B0-5121-01A
56 years, male, white, stage:i, alive, 1485 days
27927.1
TCGA-AK-3447-01A
84 years, male, white, stage:ii, alive, 1217 days
27800.0
TCGA-G6-A5PC-01A
54 years, female, black or african american, stage:iv, dead, 242 days
27735.6
TCGA-B0-5085-01A
76 years, female, white, stage:iii, dead, 770 days
27664.8
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-MM-A564-01A
68 years, male, black or african american, stage:ii, alive, 607 days
27312.1
TCGA-GL-6846-01A
52 years, male, white, stage:iv, alive, 5925 days
27163.8
TCGA-KL-8340-01A
34 years, male, white, stage:ii, alive, 2024 days
27063.6
TCGA-CJ-4875-01A
67 years, male, white, stage:iv, dead, 3554 days
26984.6
TCGA-MH-A55Z-01A
65 years, male, black or african american, stage:i, alive, 845 days
26869.4
TCGA-KM-8443-01A
58 years, male, white, stage:ii, alive, 1520 days
26780.5
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-KM-8477-01A
56 years, male, white, stage:i, alive, 1553 days
26411.1
TCGA-KL-8342-01A
45 years, female, white, stage:ii, alive, 2248 days
26380.7
TCGA-CJ-4891-01A
57 years, female, white, stage:iii, dead, 819 days
26367.0
TCGA-A4-A48D-01A
85 years, male, black or african american, stage:i, alive, 379 days
26147.4
TCGA-BP-5010-01A
63 years, male, white, stage:iii, dead, 878 days
26044.2
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-BP-5191-01A
80 years, male, white, stage:iii, alive, 967 days
25675.4
TCGA-KL-8336-01A
51 years, female, white, stage:iv, dead, 920 days
25634.8
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-AK-3453-01A
58 years, female, white, stage:ii, alive, 2531 days
25482.9
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-BP-4759-01A
50 years, male, white, stage:i, alive, 2372 days
25189.7
TCGA-KN-8434-01A
65 years, female, white, stage:ii, alive, 1797 days
25128.7
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-BP-5169-01A
70 years, male, white, stage:i, alive, 193 days
24784.9
TCGA-BP-4159-01A
70 years, male, white, stage:i, dead, 2601 days
24779.4
TCGA-B8-A54D-01A
69 years, male, black or african american, stage:iii, alive, 830 days
24630.4
TCGA-B0-4834-01A
49 years, male, white, stage:i, dead, 2090 days
24409.6
TCGA-B8-4619-01A
58 years, male, white, stage:i, alive, 523 days
24328.6
TCGA-KN-8436-01A
63 years, male, white, stage:ii, alive, 1288 days
24250.6
TCGA-P4-AAVO-01A
69 years, male, white, stage:i, alive, 2400 days
24147.9
TCGA-AK-3443-01A
45 years, male, white, stage:ii, alive, 1423 days
24082.6
TCGA-Y8-A8RZ-01A
55 years, male, white, stage:i, alive, 112 days
24057.2
TCGA-KN-8425-01A
53 years, male, white, stage:i, alive, 3179 days
24007.3
TCGA-UZ-A9PO-01A
80 years, male, white, stage:i, alive, 1911 days
23969.9
TCGA-KL-8337-01A
26 years, male, black or african american, stage:ii, alive, 1364 days
23948.5
TCGA-KL-8330-01A
44 years, female, black or african american, stage:ii, alive, 3304 days
23818.7
TCGA-KM-8439-01A
30 years, male, white, stage:i, alive, 708 days
23794.9
TCGA-GL-A9DE-01A
74 years, male, black or african american, stage:i, alive, 496 days
23791.4
TCGA-B0-4819-01A
60 years, female, white, stage:iv, dead, 183 days
23697.5
TCGA-B9-A69E-01A
71 years, male, white, stage:iii, alive, 452 days
23676.6
TCGA-B0-4843-01A
57 years, male, white, stage:iii, dead, 320 days
23621.4
TCGA-MM-A84U-01A
58 years, female, black or african american, stage:i, alive, 700 days
23580.2
TCGA-KN-8424-01A
42 years, female, white, stage:i, alive, 1983 days
23436.7
TCGA-AL-3466-01A
41 years, male, white, stage:iv, dead, 293 days
23324.3
TCGA-BP-4971-01A
40 years, male, white, stage:iii, alive, 1487 days
23248.5
TCGA-B0-4713-01A
76 years, female, white, stage:iii, dead, 202 days
23201.0
TCGA-KO-8413-01A
46 years, male, white, stage:i, alive, 3038 days
23179.5
TCGA-BP-5000-01A
40 years, male, white, stage:i, alive, 563 days
23163.9
TCGA-BP-5009-01A
52 years, male, white, stage:i, dead, 1092 days
22963.0
TCGA-P4-AAVK-01A
74 years, male, white, stage:iii, alive, 1590 days
22938.6
TCGA-KL-8345-01A
75 years, male, white, stage:iii, alive, 1665 days
22875.4
TCGA-BQ-7061-01A
84 years, female, white, stage:i, alive, 218 days
22563.6
TCGA-B0-4839-01A
80 years, female, white, stage:i, dead, 1639 days
22532.5
TCGA-BP-5178-01A
71 years, male, white, stage:iv, dead, 1912 days
22498.2
TCGA-CJ-4638-01A
46 years, female, white, stage:iv, dead, 431 days
22451.9
TCGA-5P-A9JZ-01A
51 years, female, white, alive, 2744 days
22442.9
TCGA-BP-4969-01A
63 years, female, white, stage:i, alive, 1794 days
22434.6
TCGA-AK-3426-01A
37 years, male, white, stage:iii, dead, 885 days
22213.1
TCGA-Y8-A895-01A
74 years, male, white, stage:i, alive, 484 days
22082.4
TCGA-KL-8343-01A
72 years, male, white, stage:iii, dead, 2172 days
21914.8
TCGA-BP-5190-01A
61 years, male, white, stage:i, alive, 1011 days
21876.0
TCGA-KL-8332-01A
55 years, male, white, stage:i, alive, 2582 days
21840.0
TCGA-BP-4167-01A
60 years, male, white, stage:iii, alive, 2718 days
21828.7
TCGA-2Z-A9JN-01A
50 years, female, black or african american, stage:i, alive, 740 days
21800.1
TCGA-AK-3440-01A
58 years, male, white, stage:i, alive, 2865 days
21711.8
TCGA-A4-7732-01A
55 years, male, black or african american, alive, 582 days
21674.6
TCGA-B8-4621-01A
63 years, male, black or african american, stage:i, alive, 788 days
21573.9
TCGA-5P-A9K0-01A
75 years, male, white, alive, 677 days
21564.5
TCGA-BP-4989-01A
58 years, male, white, stage:iii, alive, 118 days
21426.1
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-KM-8440-01A
37 years, male, black or african american, stage:iii, alive, 1366 days
21113.6
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-BP-4981-01A
75 years, female, white, stage:iii, dead, 1097 days
20985.8
TCGA-A4-8312-01A
60 years, male, black or african american, stage:i, alive, 708 days
20885.1
TCGA-B0-4813-01A
68 years, male, white, stage:iii, dead, 18 days
20748.8
TCGA-SX-A71V-01A
80 years, male, white, stage:i, alive, 876 days
20508.3
TCGA-AK-3451-01A
48 years, male, white, stage:ii, alive, 2868 days
20303.8
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-KM-8441-01A
61 years, female, white, stage:i, alive, 876 days
20028.2
TCGA-CJ-4901-01A
47 years, male, white, stage:iii, alive, 1450 days
20011.3
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-AK-3456-01A
48 years, male, black or african american, stage:ii, alive, 1143 days
19896.8
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-B0-4822-01A
78 years, male, white, stage:ii, dead, 1111 days
19697.2
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-AK-3454-01A
84 years, male, white, stage:i, alive, 874 days
19322.2
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-KM-8442-01A
38 years, male, stage:ii, alive, 1437 days
19232.3
TCGA-BP-4352-01A
74 years, female, white, stage:iv, dead, 344 days
19142.3
TCGA-BP-4758-01A
40 years, male, white, stage:i, alive, 2208 days
19086.1
TCGA-KO-8417-01A
30 years, female, white, stage:i, alive, 2815 days
19076.2
TCGA-B0-5694-01A
71 years, male, white, stage:iii, dead, 480 days
19026.5
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-B0-4707-01A
63 years, male, white, stage:iii, dead, 600 days
18924.3
TCGA-KN-8429-01A
38 years, female, white, stage:iii, alive, 2650 days
18862.9
TCGA-MH-A855-01A
52 years, female, black or african american, stage:ii, alive, 369 days
18796.8
TCGA-KL-8329-01A
57 years, female, asian, stage:i, alive, 2752 days
18785.0
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-BP-5001-01A
43 years, female, white, stage:i, alive, 1177 days
18617.9
TCGA-KL-8328-01A
60 years, male, white, stage:ii, alive, 3127 days
18564.5
TCGA-B0-4833-01A
82 years, female, white, stage:i, dead, 2386 days
18519.7
TCGA-BQ-7046-01A
61 years, male, white, stage:i, alive, 2948 days
18473.4
TCGA-KO-8406-01A
17 years, female, white, stage:i, alive, 3145 days
18287.3
TCGA-A4-8630-01A
59 years, female, white, stage:i, alive, 436 days
18259.7
TCGA-CJ-4912-01A
61 years, male, white, stage:ii, alive, 1657 days
18242.0
TCGA-KO-8411-01A
58 years, male, white, stage:i, alive, 3958 days
18212.7
TCGA-G7-A8LC-01A
61 years, male, white, stage:i, alive, 702 days
18150.6
TCGA-BP-4771-01A
62 years, male, white, stage:iv, dead, 162 days
18134.8
TCGA-A4-7585-01A
67 years, male, white, stage:iii, dead, 1070 days
18074.5
TCGA-DV-A4VX-01A
59 years, male, black or african american, stage:iv, dead, 1626 days
18032.2
TCGA-J7-6720-01A
42 years, male, asian, stage:i, alive, 388 days
17942.4
TCGA-BP-4335-01A
65 years, female, white, stage:iv, dead, 475 days
17939.3
TCGA-4A-A93X-01A
58 years, male, white, stage:iv, alive, 390 days
17931.6
TCGA-B8-4153-01B
74 years, male, white, stage:iii, alive, 762 days
17905.2
TCGA-BP-4756-01A
63 years, female, asian, stage:i, alive, 374 days
17769.6
TCGA-BP-4777-01A
46 years, male, white, stage:i, alive, 1731 days
17728.3
TCGA-A3-3322-01A
51 years, male, white, stage:i, alive, 1478 days
17583.4
TCGA-B2-4098-01A
72 years, female, black or african american, stage:i, dead, 51 days
17510.6
TCGA-IZ-A6M9-01A
63 years, male, white, stage:i, alive, 376 days
17450.0
TCGA-B0-5703-01A
73 years, male, white, stage:i, alive, 2246 days
17436.5
TCGA-A4-A5DU-01A
45 years, female, white, stage:i, alive, 496 days
17390.4
TCGA-KL-8341-01A
41 years, male, asian, stage:iv, dead, 754 days
17048.8
TCGA-IA-A83V-01A
63 years, male, white, stage:i, dead, 2941 days
17003.3
TCGA-B0-4852-01A
78 years, female, white, stage:ii, dead, 1121 days
16892.1
TCGA-BP-4776-01A
52 years, male, white, stage:i, alive, 411 days
16867.9
TCGA-BQ-5893-01A
61 years, male, white, stage:iv, dead, 241 days
16857.9
TCGA-B0-5088-01A
53 years, male, white, stage:i, dead, 563 days
16792.7
TCGA-CZ-5453-01A
67 years, male, white, stage:ii, dead, 2419 days
16767.2
TCGA-6D-AA2E-01A
68 years, female, black or african american, stage:i, alive, 362 days
16747.7
TCGA-KN-8423-01A
44 years, male, white, stage:i, alive, 788 days
16678.8
TCGA-KL-8334-01A
37 years, female, white, stage:iii, alive, 2949 days
16643.4
TCGA-KN-8428-01A
71 years, male, white, stage:ii, dead, 1590 days
16619.9
TCGA-B0-5081-01A
80 years, female, white, stage:iii, dead, 362 days
16582.5
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-A3-3328-01A
79 years, male, white, stage:i, alive, 1385 days
16438.3
TCGA-B0-4842-01A
74 years, female, white, stage:iii, dead, 1724 days
16429.4
TCGA-P4-A5ED-01A
51 years, male, white, stage:i, alive, 2816 days
16377.4
TCGA-B8-A54E-01A
62 years, female, black or african american, stage:i, alive, 909 days
16361.3
TCGA-2Z-A9J1-01A
71 years, male, white, stage:i, alive, 2298 days
16225.0
TCGA-B0-4718-01A
57 years, male, white, stage:iii, alive, 1778 days
16215.7
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-CJ-4882-01A
57 years, male, black or african american, stage:iii, alive, 1883 days
16175.3
TCGA-BP-4166-01A
69 years, male, white, stage:iii, alive, 13 days
16079.3
TCGA-CJ-4873-01A
85 years, female, white, stage:iii, alive, 2259 days
16074.1
TCGA-CZ-5460-01A
55 years, male, white, stage:iv, alive, 2873 days
15925.0
TCGA-KN-8435-01A
59 years, male, white, stage:ii, alive, 3498 days
15921.3
TCGA-2Z-A9J6-01A
61 years, male, white, stage:i, alive, 1731 days
15832.5
TCGA-CJ-5689-01A
90 years, male, white, stage:i, dead, 1620 days
15783.4
TCGA-BP-4994-01A
54 years, male, white, stage:i, alive, 1308 days
15703.2
TCGA-BQ-7050-01A
53 years, female, white, stage:i, alive, 1864 days
15702.1
TCGA-CJ-4916-01A
69 years, female, white, stage:iii, alive, 1373 days
15687.1
TCGA-B0-4714-01A
81 years, male, white, stage:iv, dead, 99 days
15686.7
TCGA-UZ-A9PX-01A
73 years, male, white, stage:i, alive, 1981 days
15648.7
TCGA-KL-8339-01A
67 years, male, white, stage:iv, dead, 855 days
15604.8
TCGA-B0-5084-01A
33 years, male, white, stage:iv, dead, 222 days
15581.1
TCGA-MH-A856-01A
54 years, male, white, stage:i, alive, 947 days
15516.3
TCGA-B0-4828-01A
79 years, male, white, stage:iv, dead, 307 days
15455.8
TCGA-BP-4962-01A
58 years, male, white, stage:ii, alive, 1785 days
15388.5
TCGA-A3-3358-01A
57 years, female, white, stage:i, alive, 1307 days
15364.2
TCGA-BQ-7053-01A
57 years, female, black or african american, stage:iii, alive, 1516 days
15360.1
TCGA-B0-4691-01A
55 years, male, white, stage:iv, dead, 139 days
15349.8
TCGA-F9-A7VF-01A
75 years, female, white, stage:i, alive, 73 days
15311.4
TCGA-B0-5701-01A
65 years, male, white, stage:iii, alive, 2461 days
15306.8
TCGA-DW-7840-01A
60 years, male, black or african american, stage:i, alive, 114 days
15247.2
TCGA-BP-4959-01A
49 years, male, white, stage:i, alive, 2660 days
15182.8
TCGA-KN-8421-01A
48 years, female, white, stage:ii, alive, 2674 days
15120.9
TCGA-Y8-A898-01A
69 years, male, white, stage:i, alive, 475 days
15108.4
TCGA-CJ-4900-01A
69 years, female, white, stage:iv, dead, 1714 days
14975.8
TCGA-BP-4158-01A
69 years, male, white, stage:i, alive, 3377 days
14944.8
TCGA-A4-A5XZ-01A
65 years, female, white, stage:ii, alive, 479 days
14908.5
TCGA-CJ-5679-01A
73 years, male, white, stage:iii, dead, 679 days
14897.2
TCGA-B0-5104-01A
90 years, female, white, stage:i, dead, 2752 days
14871.2
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-A3-3324-01A
51 years, male, white, stage:i, alive, 1186 days
14711.4
TCGA-BP-4341-01A
67 years, male, white, stage:iii, dead, 1589 days
14675.2
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-CJ-4884-01A
72 years, female, white, stage:iii, alive, 1759 days
14622.6
TCGA-4A-A93W-01A
66 years, female, white, stage:i, alive, 4 days
14605.7
TCGA-CJ-4642-01B
47 years, male, white, stage:ii, alive, 3205 days
14588.2
TCGA-5P-A9K9-01A
59 years, female, white, dead, 589 days
14555.2
TCGA-BP-4985-01A
72 years, male, white, stage:iii, dead, 952 days
14517.3
TCGA-2Z-A9JM-01A
28 years, male, white, stage:i, alive, 934 days
14449.1
TCGA-B0-5077-01A
77 years, male, white, stage:i, dead, 1317 days
14445.8
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-B4-5835-01A
64 years, female, white, stage:i, alive, 16 days
14228.7
TCGA-KL-8344-01A
51 years, male, white, stage:iii, alive, 876 days
14225.7
TCGA-B0-4706-01A
61 years, male, white, stage:iii, dead, 65 days
14176.0
TCGA-BP-4798-01A
74 years, male, white, dead, 334 days
14166.4
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-B2-5639-01A
46 years, male, white, stage:iv, dead, 1003 days
13996.3
TCGA-CJ-4636-01A
51 years, male, white, stage:iii, alive, 1924 days
13985.2
TCGA-IA-A83T-01A
80 years, male, white, dead, 2684 days
13837.1
TCGA-B2-3923-01A
59 years, male, white, stage:ii, alive, 992 days
13829.3
TCGA-B0-5102-01A
74 years, female, white, stage:i, dead, 2764 days
13744.4
TCGA-BP-4977-01A
57 years, male, white, stage:i, alive, 454 days
13697.3
TCGA-BP-5174-01A
45 years, female, white, stage:i, alive, 2257 days
13693.0
TCGA-BP-4337-01A
76 years, female, white, stage:iii, dead, 2 days
13685.8
TCGA-KV-A6GD-01A
85 years, male, white, stage:i, alive, 560 days
13572.5
TCGA-DV-5565-01A
59 years, male, white, stage:i, alive, 1329 days
13560.4
TCGA-CJ-4887-01A
48 years, male, white, stage:iv, dead, 932 days
13508.7
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-CZ-5464-01A
69 years, male, white, stage:iv, alive, 2128 days
13386.3
TCGA-DW-5561-01A
51 years, male, black or african american, stage:i, alive, 414 days
13374.4
TCGA-BP-4963-01A
64 years, male, white, stage:i, alive, 1834 days
13355.0
TCGA-KN-8418-01A
41 years, female, white, stage:ii, alive, 3935 days
13326.1
TCGA-CJ-5677-01A
54 years, female, white, stage:iv, dead, 782 days
13324.6
TCGA-BP-5176-01A
78 years, female, white, stage:i, dead, 1590 days
13320.2
TCGA-UZ-A9PK-01A
71 years, male, white, stage:i, alive, 3571 days
13283.9
TCGA-B8-A54I-01A
48 years, male, black or african american, stage:i, alive, 150 days
13261.2
TCGA-BP-4995-01A
68 years, male, white, stage:i, alive, 1371 days
13225.7
TCGA-CJ-4888-01A
59 years, male, white, stage:iv, dead, 1567 days
13220.9
TCGA-5P-A9K8-01A
51 years, female, white, alive, 1309 days
13156.2
TCGA-A3-3311-01A
58 years, male, stage:i, dead, 1191 days
13153.6
TCGA-B0-5092-01A
53 years, female, white, stage:iv, dead, 459 days
13149.7
TCGA-BP-4327-01A
75 years, female, white, stage:ii, dead, 109 days
13144.9
TCGA-SX-A71W-01A
66 years, male, white, stage:i, alive, 1076 days
13131.2
TCGA-BP-4165-01A
64 years, female, white, stage:i, alive, 3037 days
13030.4
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-BP-4797-01A
34 years, male, white, stage:iii, alive, 1107 days
12932.9
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-BP-5201-01A
63 years, male, white, stage:iv, alive, 951 days
12665.7
TCGA-A3-3367-01A
72 years, male, white, stage:i, alive, 2270 days
12647.4
TCGA-B1-5398-01A
73 years, male, white, stage:iii, alive, 1251 days
12627.4
TCGA-BP-4973-01A
47 years, male, white, stage:iii, alive, 1384 days
12621.1
TCGA-CZ-5470-01A
72 years, female, stage:ii, alive, 386 days
12582.7
TCGA-A4-A4ZT-01A
71 years, female, white, stage:i, alive, 516 days
12544.0
TCGA-B0-4837-01A
63 years, male, white, stage:i, dead, 1378 days
12492.4
TCGA-BP-4803-01A
79 years, male, white, stage:iii, alive, 204 days
12484.6
TCGA-BP-5006-01A
61 years, male, white, stage:i, alive, 840 days
12449.8
TCGA-BP-5177-01A
46 years, female, white, stage:i, alive, 293 days
12426.3
TCGA-B0-5075-01A
77 years, female, white, stage:iii, dead, 637 days
12349.0
TCGA-B8-4622-01A
57 years, male, white, stage:iv, alive, 1525 days
12340.9
TCGA-CJ-5676-01A
47 years, male, white, stage:iii, alive, 4067 days
12325.0
TCGA-A3-3357-01A
62 years, male, white, stage:ii, alive, 2688 days
12313.9
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-DV-A4VZ-01A
53 years, male, black or african american, stage:i, alive, 365 days
12214.8
TCGA-BP-5187-01A
54 years, male, white, stage:i, alive, 406 days
12190.8
TCGA-B1-A654-01A
43 years, female, black or african american, stage:i, alive, 616 days
12179.0
TCGA-CZ-5459-01A
63 years, male, white, stage:iii, alive, 1683 days
12063.4
TCGA-CZ-5987-01A
60 years, male, white, stage:iv, dead, 445 days
12049.7
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-KL-8325-01A
56 years, female, white, stage:ii, dead, 725 days
12017.3
TCGA-B0-5712-01A
68 years, female, black or african american, stage:iv, alive, 2722 days
11943.5
TCGA-BP-4338-01A
43 years, male, white, stage:i, alive, 2859 days
11931.9
TCGA-CJ-4872-01A
51 years, male, white, stage:i, alive, 326 days
11908.4
TCGA-DW-7834-01A
53 years, male, white, stage:i, alive, 3950 days
11903.9
TCGA-A3-3335-01A
41 years, male, white, stage:ii, alive, 1886 days
11893.8
TCGA-B0-4845-01A
70 years, male, white, stage:iv, dead, 1986 days
11863.6
TCGA-A3-3385-01A
46 years, female, white, stage:i, alive, 1993 days
11771.1
TCGA-BP-5198-01A
72 years, male, white, stage:iii, alive, 603 days
11733.3
TCGA-B0-4697-01A
46 years, female, white, stage:iv, dead, 578 days
11691.8
TCGA-BP-4774-01A
57 years, female, white, stage:i, alive, 1885 days
11666.0
TCGA-B0-5702-01A
71 years, male, white, stage:i, alive, 2172 days
11665.0
TCGA-IZ-A6M8-01A
69 years, male, black or african american, stage:i, alive, 497 days
11635.5
TCGA-AK-3427-01A
65 years, male, white, stage:i, alive, 3583 days
11624.0
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-B0-4700-01A
60 years, male, white, stage:iv, dead, 1980 days
11555.9
TCGA-BQ-7062-01A
64 years, male, black or african american, stage:i, alive, 116 days
11522.8
TCGA-B0-5096-01A
72 years, female, white, stage:iii, dead, 68 days
11468.7
TCGA-BP-4968-01A
40 years, male, white, stage:i, alive, 1746 days
11453.1
TCGA-A4-7287-01A
75 years, female, white, stage:i, dead, 597 days
11410.5
TCGA-CJ-5672-01A
84 years, male, white, stage:i, dead, 2190 days
11387.7
TCGA-B0-5116-01A
53 years, male, white, stage:iii, alive, 1274 days
11379.3
TCGA-CJ-6031-01A
54 years, male, white, stage:i, alive, 1906 days
11379.1
TCGA-KN-8432-01A
86 years, female, white, stage:ii, alive, 76 days
11377.4
TCGA-MM-A563-01A
41 years, male, black or african american, alive, 591 days
11371.0
TCGA-B0-5400-01A
59 years, female, white, stage:iii, alive, 1733 days
11324.9
TCGA-2K-A9WE-01A
53 years, male, white, stage:ii, alive, 214 days
11160.6
TCGA-BP-4346-01A
57 years, male, white, stage:iii, dead, 1493 days
11147.7
TCGA-CJ-6027-01A
77 years, male, white, stage:i, dead, 3615 days
11102.0
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-BP-4325-01A
64 years, female, white, stage:i, alive, 2964 days
11021.3
TCGA-A3-3317-01A
67 years, male, stage:ii, alive, 1491 days
10995.2
TCGA-UZ-A9PS-01A
62 years, female, black or african american, stage:ii, alive, 2167 days
10982.2
TCGA-CJ-4918-01A
64 years, male, white, stage:iv, dead, 93 days
10906.8
TCGA-CJ-4890-01A
72 years, male, white, stage:iv, alive, 3519 days
10879.7
TCGA-P4-A5E7-01A
74 years, female, white, stage:i, alive, 2649 days
10878.8
TCGA-CJ-4895-01A
62 years, male, white, stage:iv, dead, 1200 days
10873.6
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-BP-4964-01A
55 years, female, white, stage:i, alive, 1862 days
10803.4
TCGA-BP-4329-01A
75 years, male, white, stage:iii, dead, 845 days
10797.4
TCGA-KL-8333-01A
69 years, male, white, stage:ii, alive, 2991 days
10780.8
TCGA-A3-3319-01A
70 years, male, white, stage:i, alive, 1130 days
10773.6
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-CZ-5452-01A
69 years, male, white, stage:ii, alive, 1789 days
10624.3
TCGA-2Z-A9JK-01A
50 years, male, white, stage:iii, alive, 1186 days
10622.0
TCGA-BP-4332-01A
36 years, male, white, stage:iii, alive, 1133 days
10437.8
TCGA-B0-4945-01A
75 years, female, white, stage:i, dead, 2145 days
10435.2
TCGA-B0-4827-01A
77 years, female, white, stage:iii, dead, 885 days
10416.1
TCGA-A3-3383-01A
52 years, male, white, stage:i, alive, 861 days
10374.3
TCGA-G7-6792-01A
40 years, male, black or african american, stage:i, alive, 2765 days
10359.1
TCGA-B0-5107-01A
65 years, female, white, stage:iv, dead, 927 days
10319.6
TCGA-KO-8410-01A
74 years, female, white, stage:i, alive, 3136 days
10311.7
TCGA-BP-4804-01A
59 years, male, white, stage:i, alive, 1459 days
10291.2
TCGA-CJ-5678-01A
62 years, male, black or african american, stage:iv, dead, 574 days
10274.9
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-B0-4824-01A
49 years, female, white, stage:i, dead, 1657 days
9956.6
TCGA-B9-5156-01A
51 years, male, white, alive, 1338 days
9946.0
TCGA-B0-4699-01A
74 years, male, white, stage:iv, dead, 110 days
9929.3
TCGA-A3-3316-01A
57 years, male, white, stage:ii, alive, 1493 days
9882.7
TCGA-BP-4349-01A
68 years, female, white, stage:i, alive, 372 days
9870.0
TCGA-B0-4816-01A
49 years, male, white, stage:ii, dead, 1371 days
9842.9
TCGA-BP-4967-01A
76 years, male, white, stage:iii, alive, 205 days
9825.4
TCGA-DV-5568-01A
26 years, male, white, stage:i, alive, 370 days
9804.1
TCGA-CZ-4853-01A
82 years, male, white, stage:i, alive, 774 days
9801.8
TCGA-CZ-4864-01A
86 years, male, white, stage:ii, dead, 2830 days
9793.1
TCGA-BP-4768-01A
72 years, female, white, stage:i, alive, 400 days
9747.7
TCGA-CZ-4854-01A
68 years, male, white, stage:i, dead, 1404 days
9732.1
TCGA-B0-4821-01A
68 years, female, asian, stage:iii, dead, 1230 days
9716.9
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-B0-5099-01A
88 years, female, white, stage:iii, dead, 485 days
9672.6
TCGA-GL-8500-01A
63 years, male, white, stage:i, alive, 841 days
9619.2
TCGA-AK-3434-01A
72 years, male, white, stage:i, alive, 2087 days
9580.6
TCGA-B0-4712-01A
76 years, male, white, stage:iv, dead, 1337 days
9573.4
TCGA-B0-5106-01A
64 years, male, white, stage:i, dead, 1598 days
9404.0
TCGA-B0-4701-01A
66 years, female, white, stage:iv, dead, 238 days
9400.3
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-BP-4766-01A
43 years, female, white, stage:i, alive, 1462 days
9301.0
TCGA-B8-4620-01A
70 years, female, white, stage:iii, alive, 777 days
9285.5
TCGA-DV-A4W0-01A
55 years, male, black or african american, stage:i, alive, 2470 days
9271.2
TCGA-A3-3325-01A
52 years, male, white, stage:i, dead, 1170 days
9259.7
TCGA-BP-5168-01A
75 years, male, white, stage:i, dead, 1463 days
9246.8
TCGA-BP-5180-01A
53 years, male, white, stage:i, alive, 2263 days
9241.8
TCGA-BP-4355-01A
59 years, female, white, stage:iii, dead, 953 days
9221.0
TCGA-BP-4999-01A
56 years, male, white, stage:i, alive, 1266 days
9156.8
TCGA-PJ-A5Z9-01A
80 years, female, white, stage:i, alive, 540 days
9153.9
TCGA-CJ-5684-01A
61 years, male, white, stage:iii, alive, 2231 days
9143.6
TCGA-AK-3460-01A
58 years, male, white, stage:i, alive, 2508 days
9123.6
TCGA-BP-4993-01A
58 years, male, white, stage:i, alive, 177 days
9109.7
TCGA-GL-A59R-01A
79 years, male, white, stage:iii, alive, 378 days
9103.6
TCGA-BP-4347-01A
74 years, male, white, stage:iii, alive, 1367 days
9087.4
TCGA-CJ-4869-01A
49 years, male, white, stage:iii, alive, 2554 days
9083.3
TCGA-B0-4838-01A
69 years, female, white, stage:i, dead, 834 days
9023.0
TCGA-B9-A5W9-01A
40 years, male, white, stage:i, alive, 5 days
9017.4
TCGA-BP-4345-01A
62 years, male, white, stage:iii, alive, 1516 days
8999.1
TCGA-A3-3373-01A
54 years, female, white, stage:i, alive, 1621 days
8990.5
TCGA-B9-4115-01A
53 years, male, black or african american, stage:i, alive, 803 days
8894.8
TCGA-CJ-4637-01A
52 years, female, white, stage:iv, dead, 2227 days
8890.3
TCGA-A3-3308-01A
77 years, female, white, stage:iii, alive, 16 days
8879.8
TCGA-CJ-5683-01A
78 years, male, white, stage:i, alive, 1889 days
8858.1
TCGA-B0-5098-01A
53 years, female, black or african american, stage:i, dead, 1584 days
8854.0
TCGA-CZ-4861-01A
63 years, male, white, stage:ii, dead, 446 days
8790.5
TCGA-2Z-A9JS-01A
74 years, male, white, stage:i, dead, 492 days
8775.6
TCGA-AK-3445-01A
69 years, male, white, stage:iii, alive, 2392 days
8744.6
TCGA-B0-5109-01A
69 years, male, white, stage:iii, dead, 587 days
8718.7
TCGA-B0-4815-01A
65 years, male, white, stage:iii, dead, 1588 days
8642.7
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-CJ-5686-01A
59 years, female, white, stage:i, alive, 2038 days
8532.2
TCGA-5P-A9K4-01A
54 years, male, white, alive, 2184 days
8522.4
TCGA-B0-4844-01A
60 years, male, white, stage:iv, dead, 313 days
8505.2
TCGA-CZ-5454-01A
63 years, male, white, stage:iv, dead, 722 days
8503.8
TCGA-CJ-4881-01A
41 years, male, white, stage:iii, alive, 2014 days
8501.2
TCGA-CJ-4874-01A
73 years, female, white, stage:i, alive, 2283 days
8494.9
TCGA-B3-A6W5-01A
43 years, male, black or african american, stage:i, alive, 309 days
8433.6
TCGA-AK-3425-01A
68 years, male, white, stage:i, alive, 3343 days
8423.8
TCGA-B0-5698-01A
77 years, male, black or african american, stage:i, alive, 3631 days
8419.0
TCGA-B0-5700-01A
77 years, male, white, stage:i, alive, 1790 days
8385.9
TCGA-CJ-4876-01A
57 years, male, white, stage:ii, alive, 1955 days
8380.0
TCGA-CZ-5468-01A
84 years, male, white, stage:iv, dead, 59 days
8330.3
TCGA-B8-5549-01A
53 years, male, white, stage:i, alive, 194 days
8324.9
TCGA-CZ-4856-01A
62 years, female, white, stage:i, alive, 18 days
8308.1
TCGA-CJ-4885-01A
64 years, male, white, stage:iv, alive, 3451 days
8295.3
TCGA-UZ-A9PP-01A
60 years, male, white, stage:i, alive, 3010 days
8257.4
TCGA-CJ-6030-01A
66 years, male, white, stage:i, dead, 2299 days
8213.6
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-CJ-4635-01A
48 years, male, white, stage:i, alive, 1416 days
8179.3
TCGA-B2-4101-01A
52 years, male, white, stage:ii, alive, 648 days
8114.8
TCGA-HE-7129-01A
male, stage:ii, alive, 2492 days
8098.1
TCGA-BP-4761-01A
57 years, male, white, stage:iii, alive, 182 days
8026.4
TCGA-BP-4161-01A
74 years, male, white, stage:i, alive, 2746 days
7991.0
TCGA-B0-5697-01A
50 years, male, white, stage:i, alive, 2630 days
7952.3
TCGA-CJ-4903-01A
50 years, male, white, stage:i, alive, 1559 days
7931.6
TCGA-A3-3378-01A
60 years, male, white, stage:i, alive, 630 days
7897.9
TCGA-CZ-4866-01A
79 years, female, white, stage:i, alive, 3267 days
7871.7
TCGA-BP-4170-01A
72 years, female, white, stage:i, dead, 2343 days
7865.6
TCGA-CJ-4870-01A
58 years, female, black or african american, stage:iii, alive, 1498 days
7863.9
TCGA-CW-5590-01A
51 years, male, white, stage:iv, dead, 1075 days
7830.3
TCGA-DV-5566-01A
67 years, female, white, stage:i, alive, 1398 days
7804.6
TCGA-2Z-A9JI-01A
38 years, male, white, stage:iii, alive, 1567 days
7793.7
TCGA-B0-5692-01A
66 years, female, white, stage:iii, alive, 3944 days
7751.8
TCGA-BP-4987-01A
41 years, female, asian, stage:i, alive, 1124 days
7729.5
TCGA-BP-4343-01A
64 years, male, white, stage:iii, dead, 1912 days
7697.8
TCGA-B0-4693-01A
73 years, female, white, stage:iii, dead, 77 days
7668.9
TCGA-A4-8515-01A
47 years, male, american indian or alaska native, stage:i, alive, 709 days
7653.1
TCGA-KM-8639-01A
67 years, male, white, stage:i, alive, 953 days
7620.2
TCGA-A3-3362-01A
60 years, female, white, stage:i, alive, 1559 days
7603.2
TCGA-B0-4818-01A
68 years, female, white, stage:ii, dead, 510 days
7573.9
TCGA-CJ-4902-01A
61 years, male, white, stage:iii, alive, 1520 days
7558.0
TCGA-G7-A4TM-01A
41 years, male, black or african american, stage:i, alive, 768 days
7552.4
TCGA-BP-5004-01A
53 years, male, white, stage:i, alive, 1126 days
7549.6
TCGA-G6-A8L8-01A
62 years, female, black or african american, stage:i, dead, 1091 days
7510.8
TCGA-BP-5195-01A
75 years, male, white, stage:i, alive, 749 days
7506.4
TCGA-B1-7332-01A
61 years, female, black or african american, stage:ii, alive, 1141 days
7502.9
TCGA-A3-3326-01A
47 years, male, white, stage:i, alive, 1137 days
7494.0
TCGA-CJ-4920-01A
64 years, female, white, stage:i, dead, 139 days
7485.7
TCGA-A4-7583-01A
60 years, male, black or african american, stage:i, alive, 3 days
7481.0
TCGA-CJ-4897-01A
79 years, female, white, stage:iii, alive, 3341 days
7477.3
TCGA-B3-8121-01A
48 years, female, black or african american, stage:i, alive, 379 days
7424.6
TCGA-CZ-5469-01A
41 years, male, white, stage:ii, dead, 946 days
7418.2
TCGA-A3-3323-01A
53 years, male, white, stage:i, alive, 1106 days
7406.3
TCGA-CZ-5466-01A
67 years, male, stage:iii, alive, 685 days
7405.7
TCGA-CZ-5989-01A
60 years, male, white, stage:ii, alive, 1905 days
7402.5
TCGA-BQ-5882-01A
54 years, male, stage:iii, dead, 658 days
7393.7
TCGA-KO-8404-01A
78 years, male, white, stage:iv, dead, 325 days
7389.4
TCGA-AK-3429-01A
54 years, female, white, stage:ii, alive, 3328 days
7389.2
TCGA-BP-4787-01A
59 years, female, white, stage:iv, dead, 480 days
7383.6
TCGA-CZ-5457-01A
62 years, male, white, stage:iii, alive, 2754 days
7376.6
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-CZ-4857-01A
56 years, male, white, stage:iv, dead, 1432 days
7341.5
TCGA-BP-4326-01A
53 years, female, white, stage:i, dead, 1625 days
7339.2
TCGA-BP-4176-01A
64 years, male, white, stage:i, alive, 1955 days
7319.1
TCGA-BP-5007-01A
46 years, male, white, stage:ii, alive, 1140 days
7312.5
TCGA-B9-A5W8-01A
50 years, male, black or african american, stage:ii, alive, 524 days
7275.5
TCGA-A3-3370-01A
48 years, female, white, stage:i, alive, 2274 days
7267.7
TCGA-CJ-4892-01A
65 years, female, white, stage:i, alive, 1521 days
7252.2
TCGA-5P-A9KA-01A
61 years, male, white, alive, 395 days
7247.1
TCGA-DV-5573-01A
41 years, male, white, stage:i, alive, 1130 days
7240.4
TCGA-T7-A92I-01A
47 years, female, black or african american, stage:i, alive, 356 days
7229.4
TCGA-UZ-A9PL-01A
59 years, male, white, stage:ii, alive, 3152 days
7193.8
TCGA-CJ-4643-01A
67 years, female, white, stage:ii, alive, 1793 days
7180.4
TCGA-BP-4972-01A
43 years, female, white, stage:iii, alive, 1502 days
7163.5
TCGA-B0-5120-01A
72 years, female, white, stage:i, alive, 1169 days
7154.1
TCGA-AK-3436-01A
40 years, male, white, stage:iv, alive, 3331 days
7137.5
TCGA-BP-5183-01A
57 years, male, white, stage:iii, alive, 1291 days
7097.6
TCGA-BP-5170-01A
55 years, male, white, stage:i, alive, 2412 days
7096.1
TCGA-CJ-5682-01A
60 years, male, white, stage:iv, alive, 3736 days
7081.6
TCGA-B3-3925-01A
52 years, male, white, stage:iii, alive, 1029 days
7050.1
TCGA-BP-5008-01A
46 years, male, white, stage:i, alive, 1071 days
7049.3
TCGA-BP-5200-01A
44 years, male, white, stage:ii, alive, 1063 days
7030.4
TCGA-BP-5182-01A
56 years, male, white, stage:i, alive, 1165 days
7029.7
TCGA-CJ-5680-01A
65 years, female, white, stage:iv, dead, 768 days
7018.4
TCGA-BP-4782-01A
55 years, female, white, stage:i, alive, 354 days
6999.3
TCGA-CJ-4868-01A
42 years, male, white, stage:iv, dead, 646 days
6983.6
TCGA-5P-A9KC-01A
51 years, female, white, alive, 377 days
6969.7
TCGA-BP-4344-01A
75 years, female, white, stage:i, alive, 1666 days
6960.6
TCGA-CJ-4871-01A
63 years, male, white, stage:iv, alive, 2423 days
6959.0
TCGA-2Z-A9J8-01A
50 years, male, white, stage:i, alive, 2790 days
6939.0
TCGA-BP-4160-01A
67 years, male, white, stage:iii, alive, 2881 days
6933.0
TCGA-A3-3343-01A
79 years, male, white, stage:ii, alive, 945 days
6869.7
TCGA-A3-3347-01A
76 years, female, white, stage:iii, dead, 1610 days
6852.1
TCGA-IA-A83W-01A
70 years, male, white, stage:i, dead, 2043 days
6831.0
TCGA-B0-5399-01A
46 years, male, white, stage:i, alive, 1411 days
6818.4
TCGA-A3-3352-01A
male, white, stage:iii, dead, 561 days
6796.6
TCGA-UZ-A9PN-01A
54 years, male, white, stage:iii, dead, 1136 days
6749.3
TCGA-B0-4849-01A
51 years, male, white, stage:iii, dead, 69 days
6734.9
TCGA-B0-5097-01A
59 years, female, white, stage:iii, alive, 665 days
6731.7
TCGA-G7-6793-01A
60 years, female, white, stage:iv, dead, 336 days
6720.9
TCGA-A3-3380-01A
54 years, male, stage:i, alive, 567 days
6716.6
TCGA-2Z-A9JL-01A
47 years, male, black or african american, stage:i, alive, 1006 days
6705.4
TCGA-A3-3329-01A
75 years, male, white, stage:i, alive, 1624 days
6702.8
TCGA-Y8-A8S0-01A
58 years, male, white, stage:i, alive, 183 days
6694.2
TCGA-BP-4351-01A
51 years, female, white, stage:iii, alive, 970 days
6682.1
TCGA-B2-4102-01A
61 years, male, white, stage:i, alive, 952 days
6674.7
TCGA-BP-5184-01A
54 years, male, white, stage:i, alive, 1133 days
6666.5
TCGA-EV-5903-01A
57 years, male, white, stage:i, alive, 757 days
6662.6
TCGA-B0-5707-01A
39 years, female, white, stage:i, alive, 3744 days
6654.4
TCGA-BP-4974-01A
58 years, male, white, stage:iv, dead, 211 days
6646.9
TCGA-BP-5202-01A
75 years, male, white, stage:iii, alive, 29 days
6623.2
TCGA-G6-A8L6-01A
55 years, male, black or african american, stage:iv, dead, 313 days
6602.8
TCGA-P4-AAVL-01A
85 years, male, white, stage:iii, dead, 487 days
6587.1
TCGA-B0-5100-01A
72 years, male, black or african american, stage:iii, dead, 1913 days
6576.8
TCGA-BP-4163-01A
60 years, female, white, stage:iii, alive, 2839 days
6575.9
TCGA-B0-4846-01A
52 years, male, white, stage:iv, dead, 1200 days
6563.9
TCGA-G7-6797-01A
46 years, male, white, stage:iii, alive, 765 days
6537.2
TCGA-B0-5696-01A
70 years, male, white, stage:iii, alive, 2609 days
6522.7
TCGA-IZ-8196-01A
50 years, male, white, stage:i, alive, 649 days
6522.2
TCGA-CJ-4641-01A
55 years, female, white, stage:iv, dead, 1661 days
6517.0
TCGA-B0-5711-01A
50 years, male, white, stage:iii, alive, 3989 days
6512.3
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-BP-5194-01A
39 years, male, white, stage:i, alive, 408 days
6454.8
TCGA-CJ-5671-01A
51 years, male, white, stage:i, alive, 3987 days
6452.0
TCGA-CJ-4908-01A
38 years, male, white, stage:i, alive, 1531 days
6450.1
TCGA-BP-4801-01A
57 years, male, white, stage:i, alive, 1124 days
6431.8
TCGA-CJ-4893-01A
76 years, female, white, stage:i, alive, 750 days
6411.7
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-B8-4143-01A
66 years, female, white, stage:iv, dead, 709 days
6398.0
TCGA-AK-3458-01A
48 years, male, white, stage:i, alive, 1168 days
6380.5
TCGA-A3-3331-01A
86 years, female, white, stage:i, alive, 1485 days
6374.6
TCGA-B8-5165-01A
43 years, male, white, stage:i, alive, 737 days
6367.1
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-A3-A8OV-01A
75 years, male, black or african american, stage:i, alive, 340 days
6321.9
TCGA-BP-4975-01A
40 years, male, white, stage:i, alive, 1433 days
6320.1
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-MW-A4EC-01A
73 years, female, black or african american, stage:i, alive, 498 days
6255.2
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-BP-4342-01A
79 years, male, white, stage:ii, dead, 2256 days
6178.9
TCGA-CJ-4904-01A
60 years, female, white, stage:iv, alive, 3302 days
6159.3
TCGA-AK-3455-01A
71 years, female, white, stage:iii, dead, 683 days
6141.2
TCGA-CJ-4878-01A
71 years, female, white, stage:iii, alive, 2186 days
6140.4
TCGA-CJ-6033-01A
54 years, female, white, stage:iv, dead, 224 days
6099.1
TCGA-BP-4781-01A
78 years, male, white, stage:i, alive, 2080 days
6061.7
TCGA-CJ-4886-01A
43 years, female, white, stage:i, alive, 1952 days
6025.4
TCGA-B8-A54J-01A
60 years, male, black or african american, stage:ii, alive, 528 days
5989.1
TCGA-BP-4991-01A
54 years, male, white, stage:i, alive, 1413 days
5974.2
TCGA-A3-A6NJ-01A
57 years, female, black or african american, stage:i, alive, 468 days
5964.8
TCGA-BP-4765-01A
43 years, male, white, stage:i, alive, 2184 days
5957.2
TCGA-B0-4814-01A
58 years, male, white, stage:iv, dead, 168 days
5952.3
TCGA-B0-5108-01A
54 years, male, white, stage:iii, alive, 1782 days
5932.9
TCGA-CJ-4640-01A
49 years, male, white, stage:iii, alive, 3480 days
5927.7
TCGA-CJ-4889-01A
63 years, female, white, stage:i, alive, 1946 days
5921.6
TCGA-B0-5402-01A
64 years, male, white, stage:iv, alive, 1290 days
5909.6
TCGA-CJ-6028-01A
58 years, male, white, stage:iv, dead, 1625 days
5905.4
TCGA-CZ-5451-01A
74 years, male, white, stage:ii, alive, 1929 days
5872.2
TCGA-CZ-5458-01A
43 years, male, white, stage:iii, alive, 2789 days
5870.4
TCGA-MH-A561-01A
66 years, male, white, stage:i, alive, 841 days
5863.4
TCGA-A3-3363-01A
50 years, male, asian, stage:ii, alive, 319 days
5849.2
TCGA-CJ-4894-01A
58 years, male, white, stage:iii, dead, 841 days
5831.7
TCGA-AK-3450-01A
85 years, female, white, stage:i, alive, 1779 days
5767.1
TCGA-A4-7915-01A
35 years, female, black or african american, stage:ii, alive, 7 days
5753.8
TCGA-BP-4763-01A
79 years, female, white, stage:i, dead, 1270 days
5751.5
TCGA-P4-A5EB-01A
83 years, male, white, stage:i, alive, 3015 days
5728.1
TCGA-CZ-5465-01A
76 years, female, stage:iii, dead, 2564 days
5718.8
TCGA-BP-4982-01A
42 years, male, white, stage:i, alive, 1014 days
5717.9
TCGA-BP-4807-01A
42 years, male, white, stage:i, alive, 211 days
5698.6
TCGA-B0-5690-01A
53 years, female, white, stage:i, alive, 3392 days
5696.7
TCGA-B8-5158-01A
56 years, male, white, stage:iii, alive, 1218 days
5694.8
TCGA-BP-4998-01A
49 years, male, asian, stage:i, alive, 932 days
5682.8
TCGA-B0-5119-01A
61 years, female, white, stage:i, alive, 1552 days
5651.0
TCGA-CZ-4865-01A
70 years, female, white, stage:i, dead, 166 days
5635.3
TCGA-B2-4099-01A
83 years, male, white, stage:i, alive, 972 days
5627.8
TCGA-CW-5584-01A
74 years, male, white, stage:iii, dead, 164 days
5625.9
TCGA-F9-A97G-01A
79 years, male, asian, stage:iii, alive, 13 days
5611.3
TCGA-DV-5574-01A
37 years, male, white, stage:i, alive, 2016 days
5597.2
TCGA-B8-5546-01A
38 years, female, black or african american, stage:i, alive, 505 days
5595.2
TCGA-G7-7501-01A
55 years, female, black or african american, stage:iii, dead, 624 days
5588.1
TCGA-BP-5186-01A
50 years, female, white, stage:i, alive, 693 days
5561.3
TCGA-GL-A9DC-01A
66 years, female, white, stage:i, alive, 392 days
5557.5
TCGA-CW-5580-01A
73 years, female, white, stage:iv, dead, 1964 days
5547.3
TCGA-B2-5641-01A
79 years, male, white, stage:i, alive, 656 days
5545.0
TCGA-BP-4790-01A
76 years, male, white, stage:i, dead, 1111 days
5519.0
TCGA-B8-4151-01A
51 years, female, white, stage:iii, alive, 1299 days
5491.7
TCGA-DV-5569-01A
29 years, female, white, stage:i, alive, 355 days
5474.0
TCGA-B0-5094-01A
62 years, male, white, stage:iv, dead, 333 days
5471.8
TCGA-CZ-5463-01A
76 years, male, white, stage:ii, alive, 662 days
5452.1
TCGA-BP-4789-01A
48 years, male, white, stage:i, alive, 1489 days
5439.4
TCGA-B0-4836-01A
61 years, male, white, stage:iv, dead, 1238 days
5435.1
TCGA-CW-5581-01A
44 years, male, white, stage:i, alive, 2799 days
5428.5
TCGA-B0-4690-01A
65 years, male, white, stage:iv, dead, 43 days
5427.2
TCGA-BP-4162-01A
65 years, female, white, stage:i, alive, 3074 days
5394.4
TCGA-B9-5155-01A
71 years, male, white, stage:iii, alive, 665 days
5393.0
TCGA-BP-4965-01A
46 years, male, white, stage:i, alive, 1871 days
5392.2
TCGA-UZ-A9PR-01A
84 years, male, white, stage:i, alive, 2627 days
5384.1
TCGA-BP-4986-01A
75 years, male, white, stage:i, alive, 785 days
5356.9
TCGA-B0-4810-01A
47 years, male, white, stage:iii, dead, 478 days
5344.8
TCGA-CJ-4644-01A
48 years, female, white, stage:iv, dead, 336 days
5337.1
TCGA-CZ-5984-01A
51 years, male, white, stage:i, alive, 2067 days
5332.8
TCGA-B0-4823-01A
88 years, male, white, stage:i, dead, 454 days
5329.4
TCGA-BP-4330-01A
60 years, female, black or african american, stage:iii, alive, 1888 days
5328.6
TCGA-CW-5591-01A
56 years, male, white, stage:iv, alive, 2271 days
5320.1
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-B0-5713-01A
75 years, female, white, stage:iii, alive, 2782 days
5310.8
TCGA-CZ-4858-01A
39 years, male, white, stage:ii, dead, 2105 days
5300.8
TCGA-BP-5192-01A
59 years, male, white, stage:i, alive, 714 days
5279.7
TCGA-B0-5699-01A
53 years, male, white, stage:i, alive, 3841 days
5265.2
TCGA-BP-5189-01A
60 years, male, white, stage:i, dead, 822 days
5234.6
TCGA-BP-5199-01A
58 years, male, white, stage:ii, alive, 1355 days
5232.7
TCGA-BP-4775-01A
55 years, female, white, stage:i, alive, 1843 days
5221.4
TCGA-B0-5113-01A
69 years, female, white, stage:iii, alive, 1175 days
5190.8
TCGA-BQ-5884-01A
59 years, female, black or african american, stage:i, alive, 792 days
5170.0
TCGA-B8-4148-01A
63 years, female, white, stage:i, alive, 1520 days
5166.7
TCGA-BQ-5876-01A
75 years, male, white, stage:i, alive, 586 days
5165.6
TCGA-A3-3307-01A
66 years, male, stage:iii, alive, 1436 days
5143.8
TCGA-B8-4154-01A
73 years, female, white, stage:i, alive, 1380 days
5141.3
TCGA-B4-5844-01A
61 years, female, white, stage:ii, alive, 7 days
5140.1
TCGA-CJ-6032-01A
63 years, female, white, stage:ii, alive, 3639 days
5137.1
TCGA-2Z-A9JG-01A
64 years, male, white, stage:i, alive, 1662 days
5129.0
TCGA-A3-3306-01A
67 years, male, white, stage:i, alive, 1120 days
5116.9
TCGA-CW-6093-01A
73 years, male, white, stage:i, alive, 3146 days
5098.9
TCGA-B0-4688-01A
46 years, male, white, stage:iv, dead, 101 days
5080.8
TCGA-B0-5115-01A
43 years, male, white, stage:iv, alive, 1604 days
5078.9
TCGA-AK-3461-01A
72 years, male, white, stage:i, alive, 2217 days
5076.8
TCGA-DV-5575-01A
52 years, female, white, stage:i, alive, 1729 days
5068.0
TCGA-BP-4169-01A
76 years, female, white, stage:ii, dead, 701 days
5052.3
TCGA-HE-A5NH-01A
62 years, male, stage:i, alive, 791 days
5050.5
TCGA-DV-5576-01A
55 years, female, black or african american, stage:i, dead, 727 days
5043.2
TCGA-CZ-4863-01A
51 years, female, white, stage:iii, alive, 1928 days
5041.8
TCGA-A3-A6NI-01A
47 years, male, black or african american, stage:i, alive, 1018 days
5004.3
TCGA-B0-5705-01A
65 years, female, white, stage:i, alive, 4537 days
4978.6
TCGA-A3-3359-01A
82 years, female, white, stage:i, alive, 2504 days
4964.1
TCGA-B4-5843-01A
45 years, male, white, stage:i, alive, 11 days
4956.6
TCGA-CJ-4634-01A
60 years, female, white, stage:i, alive, 3498 days
4951.9
TCGA-A3-3372-01A
64 years, male, white, stage:iii, alive, 735 days
4936.5
TCGA-BP-4173-01A
47 years, male, white, stage:ii, alive, 1893 days
4931.8
TCGA-A3-3365-01A
46 years, male, white, stage:i, alive, 873 days
4925.7
TCGA-CJ-4907-01A
58 years, male, white, stage:iii, alive, 1499 days
4924.2
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-CW-5589-01A
52 years, male, white, stage:i, alive, 2378 days
4866.4
TCGA-CJ-5675-01A
70 years, male, white, stage:ii, alive, 3936 days
4840.4
TCGA-BP-4331-01A
52 years, male, white, stage:i, dead, 2454 days
4834.0
TCGA-BP-5173-01A
75 years, male, white, stage:i, dead, 62 days
4808.8
TCGA-DW-7836-01A
55 years, male, white, stage:i, alive, 1093 days
4799.4
TCGA-B0-5710-01A
57 years, male, white, stage:i, alive, 2430 days
4798.5
TCGA-B8-A54H-01A
69 years, female, black or african american, stage:ii, alive, 256 days
4795.6
TCGA-BP-4353-01A
61 years, male, white, stage:i, dead, 375 days
4791.1
TCGA-B8-5164-01A
65 years, male, white, stage:iii, alive, 26 days
4764.8
TCGA-A3-3346-01A
68 years, male, white, stage:i, dead, 137 days
4750.4
TCGA-B0-4694-01A
72 years, male, white, stage:iii, dead, 106 days
4739.3
TCGA-BP-4164-01A
51 years, female, white, stage:iii, dead, 992 days
4726.3
TCGA-B8-A54G-01A
50 years, male, black or african american, stage:i, alive, 53 days
4674.2
TCGA-B2-A4SR-01A
62 years, male, black or african american, stage:ii, alive, 507 days
4654.2
TCGA-BP-4970-01A
44 years, male, asian, stage:iii, alive, 433 days
4619.7
TCGA-BP-4976-01A
77 years, male, white, stage:i, alive, 1632 days
4601.2
TCGA-B0-4848-01A
54 years, male, white, stage:iii, dead, 883 days
4577.7
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-BP-4961-01A
47 years, male, white, stage:i, alive, 1935 days
4506.4
TCGA-CZ-5982-01A
59 years, female, white, stage:i, alive, 2439 days
4506.1
TCGA-B0-5706-01A
45 years, male, white, stage:ii, alive, 3205 days
4505.1
TCGA-B0-5080-01A
63 years, male, white, stage:iv, dead, 342 days
4504.5
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-BP-4177-01A
65 years, male, white, stage:i, alive, 1670 days
4455.2
TCGA-B4-5836-01A
61 years, female, white, stage:i, alive, 141 days
4410.6
TCGA-BP-4795-01A
74 years, female, white, stage:i, alive, 620 days
4401.7
TCGA-AK-3431-01A
62 years, female, white, stage:ii, dead, 2241 days
4371.9
TCGA-B0-5110-01A
71 years, female, white, stage:i, alive, 2009 days
4364.9
TCGA-CJ-4639-01A
49 years, female, white, stage:ii, alive, 3229 days
4363.0
TCGA-CZ-5986-01A
61 years, male, white, stage:i, alive, 373 days
4345.0
TCGA-CZ-5461-01A
52 years, male, white, stage:iv, dead, 330 days
4340.8
TCGA-EV-5902-01A
58 years, male, white, stage:i, alive, 578 days
4330.0
TCGA-CJ-4905-01A
62 years, female, white, stage:i, alive, 1496 days
4322.2
TCGA-B8-5552-01B
41 years, female, white, stage:i, alive, 1046 days
4311.5
TCGA-DW-7839-01A
58 years, female, white, stage:i, alive, 419 days
4271.6
TCGA-A3-A8OW-01A
37 years, male, black or african american, stage:iii, alive, 323 days
4239.7
TCGA-CZ-5456-01A
57 years, male, white, stage:ii, alive, 2422 days
4230.2
TCGA-CZ-5985-01A
58 years, male, white, stage:ii, alive, 1997 days
4190.4
TCGA-CW-6087-01A
61 years, male, white, stage:iv, dead, 41 days
4186.3
TCGA-A3-3376-01A
51 years, male, black or african american, stage:i, dead, 1696 days
4179.0
TCGA-A3-3349-01A
34 years, female, white, stage:i, alive, 1385 days
4178.6
TCGA-A3-A6NN-01A
78 years, male, black or african american, stage:i, alive, 3 days
4106.9
TCGA-DZ-6133-01A
66 years, female, white, stage:i, dead, 1557 days
4091.6
TCGA-B0-5693-01A
47 years, female, white, stage:i, alive, 4074 days
4070.8
TCGA-CZ-4862-01A
46 years, male, white, stage:i, alive, 3271 days
4030.7
TCGA-CZ-5455-01A
63 years, male, white, stage:iv, dead, 561 days
4002.2
TCGA-BP-5181-01A
58 years, female, white, stage:i, alive, 1495 days
4000.5
TCGA-B3-3926-01A
59 years, female, white, stage:i, alive, 883 days
4000.0
TCGA-3Z-A93Z-01A
69 years, male, black or african american, stage:i, alive, 385 days
3998.2
TCGA-2Z-A9J9-01A
77 years, male, black or african american, stage:i, alive, 2294 days
3996.4
TCGA-B0-5812-01A
53 years, male, white, stage:i, alive, 3834 days
3986.3
TCGA-CW-5588-01A
78 years, female, white, stage:i, alive, 2017 days
3922.0
TCGA-BP-4983-01A
67 years, female, asian, stage:iii, alive, 1413 days
3905.0
TCGA-B0-5095-01A
81 years, male, white, stage:iii, dead, 245 days
3900.3
TCGA-B4-5832-01A
65 years, male, white, stage:iii, alive, 155 days
3895.7
TCGA-B0-4710-01A
75 years, female, white, stage:iii, alive, 1755 days
3845.4
TCGA-B8-A54K-01A
61 years, male, black or african american, stage:i, alive, 469 days
3831.5
TCGA-B8-A54F-01A
49 years, female, black or african american, stage:i, alive, 519 days
3818.3
TCGA-CJ-4899-01A
42 years, male, asian, stage:i, alive, 1528 days
3803.9
TCGA-BP-4784-01A
67 years, female, white, stage:i, alive, 1854 days
3764.7
TCGA-CZ-5462-01A
83 years, male, white, stage:iv, dead, 311 days
3758.9
TCGA-A3-3387-01A
49 years, male, white, stage:i, alive, 617 days
3726.7
TCGA-B8-5159-01A
61 years, female, white, stage:i, alive, 722 days
3712.8
TCGA-A4-A5Y1-01A
75 years, male, white, stage:iii, dead, 395 days
3704.7
TCGA-CJ-5681-01A
44 years, female, white, stage:iv, dead, 552 days
3689.5
TCGA-CZ-5467-01A
86 years, female, white, stage:iii, dead, 73 days
3684.4
TCGA-CZ-4859-01A
59 years, female, white, stage:i, alive, 1787 days
3656.1
TCGA-B0-5695-01A
61 years, female, white, stage:i, alive, 2150 days
3632.0
TCGA-B0-5691-01A
66 years, female, white, stage:i, alive, 3431 days
3623.9
TCGA-B0-4703-01A
51 years, male, white, stage:iv, dead, 182 days
3574.5
TCGA-BP-4354-01A
41 years, male, white, stage:iv, dead, 1034 days
3570.6
TCGA-EU-5904-01A
47 years, female, white, stage:i, alive, 551 days
3496.5
TCGA-BP-4762-01A
42 years, male, white, stage:i, dead, 1343 days
3491.1
TCGA-BP-4760-01A
69 years, male, black or african american, stage:i, alive, 2361 days
3488.9
TCGA-EV-5901-01A
47 years, female, white, stage:i, alive, 1040 days
3484.4
TCGA-A3-3351-01A
42 years, male, white, stage:ii, alive, 910 days
3461.6
TCGA-B8-5550-01A
71 years, male, white, stage:iii, alive, 1476 days
3455.9
TCGA-CZ-5988-01A
38 years, male, white, stage:i, alive, 693 days
3444.6
TCGA-A3-3320-01A
52 years, female, white, stage:i, alive, 1508 days
3381.8
TCGA-B0-4696-01A
58 years, male, white, stage:iii, dead, 866 days
3349.6
TCGA-DW-7842-01A
52 years, male, white, stage:i, alive, 92 days
3349.0
TCGA-AS-3778-01A
35 years, male, white, stage:i, alive, 43 days
3326.4
TCGA-BP-4340-01A
70 years, female, white, stage:i, dead, 562 days
3294.7
TCGA-BP-5196-01A
54 years, male, white, stage:i, alive, 1018 days
3265.5
TCGA-BP-4174-01A
49 years, male, white, stage:ii, alive, 1879 days
3242.3
TCGA-AL-3467-01A
54 years, female, white, alive, 2135 days
3224.8
TCGA-CW-5585-01A
51 years, male, white, stage:iv, alive, 2609 days
3206.8
TCGA-B8-4146-01B
41 years, female, white, stage:i, alive, 511 days
3188.5
TCGA-B4-5838-01A
52 years, male, white, alive, 166 days
3180.1
TCGA-BQ-5879-01A
32 years, female, white, stage:iii, dead, 697 days
3161.5
TCGA-BP-4769-01A
63 years, male, white, stage:i, alive, 1876 days
3160.1
TCGA-CW-6090-01A
68 years, male, white, stage:i, alive, 2552 days
3142.6
TCGA-CW-5587-01A
62 years, female, white, stage:iii, alive, 2226 days
3077.7
TCGA-BP-4770-01A
73 years, female, white, stage:iv, dead, 329 days
3064.2
TCGA-DV-5567-01A
40 years, female, black or african american, stage:i, alive, 2004 days
3057.8
TCGA-A3-A8CQ-01A
59 years, female, black or african american, stage:i, alive, 3 days
3057.3
TCGA-CW-6088-01A
60 years, male, white, stage:i, alive, 3222 days
3053.2
TCGA-B9-4116-01A
75 years, female, black or african american, alive, 627 days
3003.0
TCGA-B4-5377-01A
68 years, female, white, stage:iv, alive, 365 days
2980.1
TCGA-B8-A8YJ-01A
60 years, female, black or african american, stage:i, alive, 431 days
2966.1
TCGA-B4-5378-01A
62 years, male, white, stage:i, alive, 175 days
2914.2
TCGA-A4-7997-01A
67 years, male, white, stage:i, alive, 927 days
2912.0
TCGA-EU-5906-01A
55 years, male, white, stage:i, alive, 206 days
2871.8
TCGA-GL-7966-01A
28 years, female, white, stage:iii, alive, 112 days
2849.8
TCGA-B8-5163-01A
63 years, female, white, stage:iii, alive, 822 days
2847.9
TCGA-UN-AAZ9-01A
76 years, female, black or african american, stage:i, alive, 548 days
2821.7
TCGA-B0-5709-01A
62 years, female, white, stage:iii, alive, 3974 days
2814.7
TCGA-B0-4698-01A
75 years, male, white, stage:iv, dead, 42 days
2769.2
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-A3-A6NL-01A
49 years, female, black or african american, stage:i, alive, 689 days
2672.0
TCGA-BQ-5878-01A
79 years, female, white, stage:iii, alive, 1938 days
2663.9
TCGA-AK-3428-01A
62 years, male, white, stage:iii, alive, 3728 days
2582.3
TCGA-B4-5834-01A
59 years, male, white, stage:i, alive, 26 days
2571.8
TCGA-B8-5545-01A
42 years, male, black or african american, stage:i, alive, 1525 days
2495.6
TCGA-B8-A7U6-01A
54 years, female, black or african american, stage:i, alive, 495 days
2410.8
TCGA-CW-6097-01A
32 years, male, white, stage:iii, dead, 571 days
2404.9
TCGA-B8-5553-01A
67 years, female, white, stage:i, alive, 435 days
2359.8
TCGA-A4-7734-01A
53 years, female, white, stage:i, alive, 27 days
2336.6
TCGA-GK-A6C7-01A
77 years, female, black or african american, stage:i, alive, 61 days
2304.0
TCGA-CW-5583-01A
51 years, female, white, stage:i, alive, 2489 days
2238.2
TCGA-B2-5633-01B
56 years, male, white, stage:i, alive, 963 days
2176.6
TCGA-EU-5907-01A
81 years, male, white, stage:iii, alive, 127 days
2157.6
TCGA-B8-5162-01A
63 years, male, white, stage:ii, alive, 36 days
2087.9
TCGA-B8-5551-01A
65 years, female, black or african american, stage:i, alive, 16 days
1914.3
TCGA-EU-5905-01A
67 years, female, white, stage:i, alive, 119 days
1547.0
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-B2-5636-01A
79 years, male, white, stage:i, alive, 919 days
935.4
TCGA-BQ-5877-01A
60 years, male, black or african american, stage:iv, dead, 270 days
906.9
TCGA-CZ-4860-01A
60 years, male, white, stage:iv, dead, 206 days
884.1
TCGA-B2-3924-01A
73 years, male, white, stage:i, alive, 1092 days
790.5
TCGA-A3-3382-01A
69 years, male, white, stage:i, alive, 574 days
751.6
TCGA-KN-8427-01A
54 years, male, white, stage:iv, alive, 30 days
230.8
TCGA-B2-5635-01A
74 years, male, white, stage:i, alive, 755 days
190.9
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RENAL CANCER - Protein expressioni
A mouse-over function shows sample information and annotation data. Click on an image to view it in a full screen mode. Samples can be filtered based on level of antibody staining by selecting one or several of the following categories: high, medium, low and not detected. The assay and annotation is described here.
Note that samples used for immunohistochemistry by the Human Protein Atlas do not correspond to samples in the TCGA dataset.
Antibody stainingi
Antibody staining in the annotated cell types in the current human tissue is reported as not detected, low, medium, or high. This score is based on the staining intensity and fraction of stained cells.