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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
4506.6
Number of samples
877
Samples
Sample
Description
FPKM
TCGA-5P-A9K2-01A
62 years, male, white, alive, 2392 days
23368.1
TCGA-UZ-A9Q0-01A
60 years, male, white, stage:i, alive, 3368 days
20539.2
TCGA-J7-A8I2-01A
75 years, male, asian, stage:i, alive, 307 days
19578.8
TCGA-KN-8437-01A
42 years, female, white, stage:i, alive, 3068 days
17079.8
TCGA-AL-3466-01A
41 years, male, white, stage:iv, dead, 293 days
16861.1
TCGA-BP-4992-01A
66 years, male, white, stage:i, alive, 501 days
16608.5
TCGA-BP-5185-01A
56 years, male, white, stage:i, alive, 1132 days
16442.6
TCGA-KL-8327-01A
46 years, female, white, stage:i, alive, 4169 days
16363.9
TCGA-B0-4841-01A
63 years, male, white, stage:iv, dead, 204 days
16060.6
TCGA-KN-8433-01A
46 years, female, white, stage:iii, alive, 341 days
15185.8
TCGA-A3-3313-01A
59 years, male, black or african american, stage:i, dead, 735 days
14657.3
TCGA-KM-8443-01A
58 years, male, white, stage:ii, alive, 1520 days
14403.1
TCGA-KL-8326-01A
69 years, male, white, stage:iii, alive, 3322 days
14089.8
TCGA-BP-4759-01A
50 years, male, white, stage:i, alive, 2372 days
13994.9
TCGA-KL-8328-01A
60 years, male, white, stage:ii, alive, 3127 days
13967.4
TCGA-KO-8403-01A
49 years, male, white, stage:i, alive, 3208 days
13432.1
TCGA-CJ-4875-01A
67 years, male, white, stage:iv, dead, 3554 days
13388.1
TCGA-SX-A71R-01A
51 years, male, white, stage:i, alive, 1457 days
13288.1
TCGA-B0-5117-01A
40 years, male, white, stage:i, alive, 1608 days
13094.2
TCGA-B0-5121-01A
56 years, male, white, stage:i, alive, 1485 days
12847.5
TCGA-KM-8476-01A
47 years, male, white, stage:i, alive, 3745 days
12789.0
TCGA-B0-5085-01A
76 years, female, white, stage:iii, dead, 770 days
12769.1
TCGA-KL-8335-01A
68 years, male, white, stage:iii, alive, 2815 days
12550.1
TCGA-KL-8342-01A
45 years, female, white, stage:ii, alive, 2248 days
12356.7
TCGA-BP-4334-01A
56 years, male, white, stage:iii, dead, 645 days
12258.0
TCGA-B0-4847-01A
60 years, male, white, stage:iv, dead, 793 days
12213.4
TCGA-KO-8416-01A
41 years, male, white, stage:iii, alive, 2752 days
12191.0
TCGA-KL-8338-01A
51 years, male, white, stage:iii, alive, 2633 days
11765.4
TCGA-B9-4617-01A
41 years, male, black or african american, alive, 35 days
11670.2
TCGA-BP-4335-01A
65 years, female, white, stage:iv, dead, 475 days
11544.6
TCGA-AL-3471-01A
74 years, male, white, stage:i, dead, 1500 days
11464.7
TCGA-KN-8426-01A
50 years, male, white, stage:iv, alive, 108 days
11330.5
TCGA-WN-AB4C-01A
female, white, stage:i, alive, 1188 days
11236.2
TCGA-CJ-4912-01A
61 years, male, white, stage:ii, alive, 1657 days
11107.4
TCGA-KO-8409-01A
69 years, male, white, stage:ii, alive, 3180 days
11058.8
TCGA-KO-8410-01A
74 years, female, white, stage:i, alive, 3136 days
11029.0
TCGA-AK-3447-01A
84 years, male, white, stage:ii, alive, 1217 days
10996.1
TCGA-KL-8340-01A
34 years, male, white, stage:ii, alive, 2024 days
10988.2
TCGA-A4-A48D-01A
85 years, male, black or african american, stage:i, alive, 379 days
10888.2
TCGA-B0-4843-01A
57 years, male, white, stage:iii, dead, 320 days
10880.5
TCGA-KL-8345-01A
75 years, male, white, stage:iii, alive, 1665 days
10858.6
TCGA-5P-A9K3-01A
59 years, male, white, dead, 471 days
10736.2
TCGA-KL-8332-01A
55 years, male, white, stage:i, alive, 2582 days
10735.7
TCGA-B2-4098-01A
72 years, female, black or african american, stage:i, dead, 51 days
10664.3
TCGA-AS-3777-01A
63 years, male, white, stage:i, alive, 1238 days
10652.7
TCGA-BP-5010-01A
63 years, male, white, stage:iii, dead, 878 days
10642.6
TCGA-2Z-A9JO-01A
56 years, female, black or african american, stage:i, alive, 949 days
10595.1
TCGA-KN-8431-01A
35 years, female, stage:ii, alive, 588 days
10589.2
TCGA-BP-4758-01A
40 years, male, white, stage:i, alive, 2208 days
10491.7
TCGA-BP-4771-01A
62 years, male, white, stage:iv, dead, 162 days
10460.4
TCGA-BP-4971-01A
40 years, male, white, stage:iii, alive, 1487 days
10452.6
TCGA-KN-8436-01A
63 years, male, white, stage:ii, alive, 1288 days
10410.4
TCGA-B0-4822-01A
78 years, male, white, stage:ii, dead, 1111 days
10367.3
TCGA-B0-4817-01A
81 years, male, white, stage:iii, dead, 1019 days
10355.0
TCGA-KO-8415-01A
44 years, female, white, stage:i, alive, 2939 days
10349.8
TCGA-B0-4811-01A
48 years, male, white, stage:iii, dead, 1417 days
10245.3
TCGA-A3-3335-01A
41 years, male, white, stage:ii, alive, 1886 days
10206.5
TCGA-KL-8331-01A
48 years, female, white, stage:ii, alive, 3010 days
10186.1
TCGA-SX-A7SS-01A
67 years, male, white, stage:i, alive, 1615 days
10152.9
TCGA-KN-8425-01A
53 years, male, white, stage:i, alive, 3179 days
10128.5
TCGA-KO-8407-01A
42 years, male, white, stage:ii, alive, 2820 days
10086.9
TCGA-A4-7286-01A
42 years, male, white, alive, 554 days
10080.6
TCGA-KN-8429-01A
38 years, female, white, stage:iii, alive, 2650 days
10051.4
TCGA-BP-4960-01A
46 years, male, white, stage:ii, alive, 2172 days
10051.0
TCGA-KL-8323-01A
57 years, female, white, stage:iii, dead, 1158 days
10035.0
TCGA-BP-4969-01A
63 years, female, white, stage:i, alive, 1794 days
10014.2
TCGA-AL-3468-01A
74 years, male, white, stage:ii, dead, 2331 days
9977.8
TCGA-A4-8311-01A
60 years, male, white, stage:i, alive, 729 days
9951.8
TCGA-G7-A8LB-01A
70 years, male, white, stage:iv, alive, 547 days
9931.9
TCGA-SX-A7SO-01A
64 years, male, white, stage:i, alive, 1257 days
9836.8
TCGA-AK-3465-01A
71 years, female, black or african american, stage:i, alive, 369 days
9739.5
TCGA-KN-8434-01A
65 years, female, white, stage:ii, alive, 1797 days
9677.5
TCGA-KM-8439-01A
30 years, male, white, stage:i, alive, 708 days
9669.4
TCGA-BP-4981-01A
75 years, female, white, stage:iii, dead, 1097 days
9616.1
TCGA-B2-3923-01A
59 years, male, white, stage:ii, alive, 992 days
9610.2
TCGA-IZ-8195-01A
82 years, male, white, stage:ii, alive, 677 days
9607.5
TCGA-BP-4756-01A
63 years, female, asian, stage:i, alive, 374 days
9463.4
TCGA-BQ-7055-01A
73 years, male, white, stage:i, alive, 799 days
9372.7
TCGA-KM-8441-01A
61 years, female, white, stage:i, alive, 876 days
9366.7
TCGA-KL-8337-01A
26 years, male, black or african american, stage:ii, alive, 1364 days
9358.0
TCGA-KL-8334-01A
37 years, female, white, stage:iii, alive, 2949 days
9277.3
TCGA-KN-8421-01A
48 years, female, white, stage:ii, alive, 2674 days
9270.2
TCGA-KO-8405-01A
29 years, male, white, stage:iii, alive, 3056 days
9165.3
TCGA-A3-3324-01A
51 years, male, white, stage:i, alive, 1186 days
9156.1
TCGA-KL-8336-01A
51 years, female, white, stage:iv, dead, 920 days
9092.7
TCGA-KN-8424-01A
42 years, female, white, stage:i, alive, 1983 days
9005.7
TCGA-KL-8341-01A
41 years, male, asian, stage:iv, dead, 754 days
8982.3
TCGA-A3-3374-01A
51 years, female, black or african american, stage:i, alive, 1314 days
8966.4
TCGA-KN-8419-01A
43 years, male, black or african american, stage:ii, alive, 714 days
8891.2
TCGA-B8-A54I-01A
48 years, male, black or african american, stage:i, alive, 150 days
8777.9
TCGA-B0-4707-01A
63 years, male, white, stage:iii, dead, 600 days
8773.2
TCGA-KO-8408-01A
47 years, male, white, stage:iii, dead, 507 days
8767.1
TCGA-SX-A7SL-01A
74 years, male, stage:i, alive, 823 days
8706.8
TCGA-B0-5703-01A
73 years, male, white, stage:i, alive, 2246 days
8688.3
TCGA-KO-8413-01A
46 years, male, white, stage:i, alive, 3038 days
8670.1
TCGA-KL-8329-01A
57 years, female, asian, stage:i, alive, 2752 days
8659.2
TCGA-AK-3440-01A
58 years, male, white, stage:i, alive, 2865 days
8647.6
TCGA-KM-8440-01A
37 years, male, black or african american, stage:iii, alive, 1366 days
8642.7
TCGA-CJ-4888-01A
59 years, male, white, stage:iv, dead, 1567 days
8562.6
TCGA-B8-4153-01B
74 years, male, white, stage:iii, alive, 762 days
8560.8
TCGA-B0-4714-01A
81 years, male, white, stage:iv, dead, 99 days
8551.6
TCGA-BP-5169-01A
70 years, male, white, stage:i, alive, 193 days
8544.6
TCGA-B0-4819-01A
60 years, female, white, stage:iv, dead, 183 days
8500.7
TCGA-AL-3472-01A
57 years, male, black or african american, alive, 2029 days
8485.6
TCGA-CJ-4884-01A
72 years, female, white, stage:iii, alive, 1759 days
8327.6
TCGA-BP-4776-01A
52 years, male, white, stage:i, alive, 411 days
8322.5
TCGA-KL-8346-01A
62 years, male, white, stage:ii, alive, 1897 days
8309.4
TCGA-DW-7963-01B
43 years, male, black or african american, stage:i, alive, 1240 days
8297.9
TCGA-BQ-5886-01A
75 years, male, white, stage:iii, alive, 792 days
8257.2
TCGA-AK-3453-01A
58 years, female, white, stage:ii, alive, 2531 days
8221.6
TCGA-KM-8438-01A
45 years, female, white, stage:ii, alive, 4622 days
8217.6
TCGA-B0-5104-01A
90 years, female, white, stage:i, dead, 2752 days
8216.5
TCGA-B8-4619-01A
58 years, male, white, stage:i, alive, 523 days
8186.9
TCGA-B0-5081-01A
80 years, female, white, stage:iii, dead, 362 days
8179.2
TCGA-DW-5560-01A
38 years, female, white, stage:i, alive, 1486 days
8175.5
TCGA-5P-A9JU-01A
81 years, male, white, stage:iii, alive, 373 days
8164.2
TCGA-B0-4834-01A
49 years, male, white, stage:i, dead, 2090 days
8152.9
TCGA-BP-4338-01A
43 years, male, white, stage:i, alive, 2859 days
8138.7
TCGA-Y8-A895-01A
74 years, male, white, stage:i, alive, 484 days
8092.5
TCGA-CZ-5989-01A
60 years, male, white, stage:ii, alive, 1905 days
8066.9
TCGA-5P-A9JW-01A
64 years, male, white, alive, 3241 days
8026.7
TCGA-SX-A71V-01A
80 years, male, white, stage:i, alive, 876 days
8022.2
TCGA-GL-A9DD-01A
69 years, male, white, stage:i, alive, 341 days
8016.3
TCGA-2Z-A9JN-01A
50 years, female, black or african american, stage:i, alive, 740 days
7987.3
TCGA-KN-8418-01A
41 years, female, white, stage:ii, alive, 3935 days
7957.6
TCGA-MH-A856-01A
54 years, male, white, stage:i, alive, 947 days
7945.3
TCGA-KL-8333-01A
69 years, male, white, stage:ii, alive, 2991 days
7932.6
TCGA-B8-A54D-01A
69 years, male, black or african american, stage:iii, alive, 830 days
7897.4
TCGA-AK-3454-01A
84 years, male, white, stage:i, alive, 874 days
7844.9
TCGA-BP-5175-01A
60 years, male, white, stage:i, alive, 932 days
7841.6
TCGA-B0-4839-01A
80 years, female, white, stage:i, dead, 1639 days
7764.6
TCGA-BP-4989-01A
58 years, male, white, stage:iii, alive, 118 days
7747.7
TCGA-KL-8324-01A
67 years, female, white, stage:ii, alive, 4676 days
7738.2
TCGA-CZ-5987-01A
60 years, male, white, stage:iv, dead, 445 days
7733.7
TCGA-B0-5083-01A
63 years, male, white, stage:i, dead, 1045 days
7729.3
TCGA-BP-5009-01A
52 years, male, white, stage:i, dead, 1092 days
7716.3
TCGA-CJ-4916-01A
69 years, female, white, stage:iii, alive, 1373 days
7653.6
TCGA-MM-A84U-01A
58 years, female, black or african american, stage:i, alive, 700 days
7630.6
TCGA-KL-8343-01A
72 years, male, white, stage:iii, dead, 2172 days
7628.1
TCGA-BP-5000-01A
40 years, male, white, stage:i, alive, 563 days
7591.3
TCGA-BP-4167-01A
60 years, male, white, stage:iii, alive, 2718 days
7440.9
TCGA-BP-4349-01A
68 years, female, white, stage:i, alive, 372 days
7428.5
TCGA-A4-8518-01A
48 years, male, white, stage:i, alive, 600 days
7423.7
TCGA-B9-A69E-01A
71 years, male, white, stage:iii, alive, 452 days
7402.4
TCGA-AK-3443-01A
45 years, male, white, stage:ii, alive, 1423 days
7368.0
TCGA-G7-6795-01A
56 years, male, white, stage:i, alive, 1194 days
7306.1
TCGA-G6-A8L7-01A
81 years, female, black or african american, stage:i, alive, 2133 days
7306.0
TCGA-KL-8344-01A
51 years, male, white, stage:iii, alive, 876 days
7291.4
TCGA-UZ-A9PX-01A
73 years, male, white, stage:i, alive, 1981 days
7275.6
TCGA-BP-4325-01A
64 years, female, white, stage:i, alive, 2964 days
7233.0
TCGA-SX-A7SP-01A
66 years, female, white, stage:i, dead, 496 days
7226.2
TCGA-B8-A54E-01A
62 years, female, black or african american, stage:i, alive, 909 days
7211.3
TCGA-IA-A83S-01A
81 years, male, white, dead, 2609 days
7209.4
TCGA-2Z-A9J3-01A
67 years, male, white, stage:ii, dead, 1771 days
7178.9
TCGA-CJ-4887-01A
48 years, male, white, stage:iv, dead, 932 days
7163.8
TCGA-A4-7732-01A
55 years, male, black or african american, alive, 582 days
7104.3
TCGA-BP-4777-01A
46 years, male, white, stage:i, alive, 1731 days
7084.6
TCGA-BP-5178-01A
71 years, male, white, stage:iv, dead, 1912 days
7078.9
TCGA-A3-3319-01A
70 years, male, white, stage:i, alive, 1130 days
7061.4
TCGA-GL-A4EM-01A
62 years, male, white, stage:i, alive, 32 days
7051.1
TCGA-CJ-5676-01A
47 years, male, white, stage:iii, alive, 4067 days
7050.3
TCGA-KN-8435-01A
59 years, male, white, stage:ii, alive, 3498 days
7046.2
TCGA-G7-A8LC-01A
61 years, male, white, stage:i, alive, 702 days
7007.7
TCGA-B4-5832-01A
65 years, male, white, stage:iii, alive, 155 days
6997.7
TCGA-BP-4165-01A
64 years, female, white, stage:i, alive, 3037 days
6980.8
TCGA-BP-4347-01A
74 years, male, white, stage:iii, alive, 1367 days
6973.0
TCGA-BP-4159-01A
70 years, male, white, stage:i, dead, 2601 days
6971.6
TCGA-B0-5088-01A
53 years, male, white, stage:i, dead, 563 days
6931.4
TCGA-B1-A47N-01A
62 years, male, white, stage:i, alive, 1110 days
6928.6
TCGA-BQ-5885-01A
63 years, male, white, stage:iii, alive, 921 days
6902.1
TCGA-DW-7840-01A
60 years, male, black or african american, stage:i, alive, 114 days
6896.6
TCGA-G7-6796-01A
58 years, male, white, stage:i, alive, 2173 days
6885.2
TCGA-WN-A9G9-01A
male, white, stage:i, alive, 791 days
6843.1
TCGA-CJ-4636-01A
51 years, male, white, stage:iii, alive, 1924 days
6843.0
TCGA-BP-4327-01A
75 years, female, white, stage:ii, dead, 109 days
6708.7
TCGA-CJ-4891-01A
57 years, female, white, stage:iii, dead, 819 days
6705.1
TCGA-A4-7585-01A
67 years, male, white, stage:iii, dead, 1070 days
6701.6
TCGA-P4-AAVM-01A
69 years, male, white, stage:i, alive, 1539 days
6696.2
TCGA-B9-A44B-01A
70 years, male, black or african american, stage:iii, alive, 361 days
6695.8
TCGA-KL-8339-01A
67 years, male, white, stage:iv, dead, 855 days
6675.2
TCGA-UZ-A9PV-01A
65 years, male, white, stage:i, alive, 1444 days
6673.7
TCGA-AK-3426-01A
37 years, male, white, stage:iii, dead, 885 days
6666.6
TCGA-KO-8406-01A
17 years, female, white, stage:i, alive, 3145 days
6650.7
TCGA-KO-8414-01A
50 years, female, white, stage:ii, alive, 3212 days
6600.2
TCGA-BP-5191-01A
80 years, male, white, stage:iii, alive, 967 days
6572.1
TCGA-B0-4718-01A
57 years, male, white, stage:iii, alive, 1778 days
6550.1
TCGA-BQ-5881-01A
69 years, male, white, stage:i, alive, 1454 days
6544.7
TCGA-2Z-A9JM-01A
28 years, male, white, stage:i, alive, 934 days
6541.4
TCGA-BP-4158-01A
69 years, male, white, stage:i, alive, 3377 days
6532.7
TCGA-A3-3316-01A
57 years, male, white, stage:ii, alive, 1493 days
6521.0
TCGA-A3-3326-01A
47 years, male, white, stage:i, alive, 1137 days
6495.3
TCGA-CJ-4885-01A
64 years, male, white, stage:iv, alive, 3451 days
6494.5
TCGA-BP-4977-01A
57 years, male, white, stage:i, alive, 454 days
6490.0
TCGA-KO-8411-01A
58 years, male, white, stage:i, alive, 3958 days
6476.7
TCGA-B0-4691-01A
55 years, male, white, stage:iv, dead, 139 days
6466.1
TCGA-AL-7173-01A
72 years, female, white, stage:iv, alive, 2060 days
6460.5
TCGA-CJ-4918-01A
64 years, male, white, stage:iv, dead, 93 days
6437.0
TCGA-AK-3433-01A
48 years, female, white, stage:ii, alive, 3409 days
6434.2
TCGA-SX-A7SN-01A
52 years, male, white, stage:i, alive, 578 days
6425.9
TCGA-CJ-5679-01A
73 years, male, white, stage:iii, dead, 679 days
6408.0
TCGA-Y8-A896-01A
62 years, male, white, stage:iii, alive, 567 days
6405.8
TCGA-SX-A7SM-01A
60 years, male, black or african american, stage:iv, dead, 363 days
6395.4
TCGA-B0-5075-01A
77 years, female, white, stage:iii, dead, 637 days
6360.3
TCGA-DV-5565-01A
59 years, male, white, stage:i, alive, 1329 days
6346.0
TCGA-UZ-A9PZ-01A
65 years, male, white, stage:iii, alive, 657 days
6313.2
TCGA-B0-4833-01A
82 years, female, white, stage:i, dead, 2386 days
6296.6
TCGA-BP-4346-01A
57 years, male, white, stage:iii, dead, 1493 days
6280.9
TCGA-BP-4352-01A
74 years, female, white, stage:iv, dead, 344 days
6279.7
TCGA-CZ-5460-01A
55 years, male, white, stage:iv, alive, 2873 days
6265.4
TCGA-BQ-7045-01A
78 years, male, black or african american, stage:i, dead, 1468 days
6236.9
TCGA-B0-5084-01A
33 years, male, white, stage:iv, dead, 222 days
6202.6
TCGA-CJ-4900-01A
69 years, female, white, stage:iv, dead, 1714 days
6194.3
TCGA-BQ-7058-01A
81 years, male, white, stage:iii, dead, 343 days
6179.7
TCGA-BP-4959-01A
49 years, male, white, stage:i, alive, 2660 days
6168.1
TCGA-A4-7584-01A
59 years, male, black or african american, stage:i, alive, 650 days
6156.4
TCGA-MH-A857-01A
63 years, male, black or african american, stage:i, alive, 890 days
6114.6
TCGA-BP-4962-01A
58 years, male, white, stage:ii, alive, 1785 days
6063.1
TCGA-A4-8098-01A
73 years, male, black or african american, stage:i, alive, 896 days
6046.7
TCGA-BP-4337-01A
76 years, female, white, stage:iii, dead, 2 days
6019.5
TCGA-BP-4768-01A
72 years, female, white, stage:i, alive, 400 days
6011.9
TCGA-J7-6720-01A
42 years, male, asian, stage:i, alive, 388 days
5992.1
TCGA-B0-4713-01A
76 years, female, white, stage:iii, dead, 202 days
5941.9
TCGA-BP-4798-01A
74 years, male, white, dead, 334 days
5924.9
TCGA-BP-4341-01A
67 years, male, white, stage:iii, dead, 1589 days
5922.6
TCGA-B0-5694-01A
71 years, male, white, stage:iii, dead, 480 days
5915.8
TCGA-SX-A71U-01A
57 years, male, white, stage:i, alive, 1357 days
5912.0
TCGA-GL-6846-01A
52 years, male, white, stage:iv, alive, 5925 days
5900.5
TCGA-CJ-4903-01A
50 years, male, white, stage:i, alive, 1559 days
5873.4
TCGA-5P-A9JY-01A
79 years, male, white, dead, 1508 days
5854.6
TCGA-UZ-A9PU-01A
77 years, male, white, stage:i, dead, 933 days
5844.3
TCGA-Y8-A8S1-01A
61 years, male, white, stage:i, alive, 404 days
5832.7
TCGA-G6-A5PC-01A
54 years, female, black or african american, stage:iv, dead, 242 days
5824.2
TCGA-B8-4622-01A
57 years, male, white, stage:iv, alive, 1525 days
5817.1
TCGA-CJ-4638-01A
46 years, female, white, stage:iv, dead, 431 days
5812.9
TCGA-BP-5201-01A
63 years, male, white, stage:iv, alive, 951 days
5808.7
TCGA-5P-A9KH-01A
77 years, male, white, alive, 2051 days
5806.6
TCGA-A3-3357-01A
62 years, male, white, stage:ii, alive, 2688 days
5796.6
TCGA-BP-4799-01A
70 years, male, white, stage:iii, dead, 1133 days
5795.7
TCGA-B0-5106-01A
64 years, male, white, stage:i, dead, 1598 days
5751.6
TCGA-AK-3456-01A
48 years, male, black or african american, stage:ii, alive, 1143 days
5735.5
TCGA-CZ-4854-01A
68 years, male, white, stage:i, dead, 1404 days
5685.9
TCGA-Y8-A8RY-01A
63 years, male, white, stage:i, alive, 769 days
5671.1
TCGA-5P-A9K9-01A
59 years, female, white, dead, 589 days
5642.7
TCGA-A3-3385-01A
46 years, female, white, stage:i, alive, 1993 days
5633.2
TCGA-SX-A71W-01A
66 years, male, white, stage:i, alive, 1076 days
5622.6
TCGA-BQ-5888-01A
74 years, female, white, stage:i, alive, 403 days
5621.0
TCGA-A3-3328-01A
79 years, male, white, stage:i, alive, 1385 days
5573.7
TCGA-B0-4845-01A
70 years, male, white, stage:iv, dead, 1986 days
5571.0
TCGA-B0-4945-01A
75 years, female, white, stage:i, dead, 2145 days
5569.0
TCGA-CJ-5672-01A
84 years, male, white, stage:i, dead, 2190 days
5541.7
TCGA-B0-5092-01A
53 years, female, white, stage:iv, dead, 459 days
5525.7
TCGA-B9-A8YI-01A
79 years, male, black or african american, stage:i, alive, 374 days
5525.2
TCGA-Y8-A8RZ-01A
55 years, male, white, stage:i, alive, 112 days
5520.5
TCGA-UZ-A9Q1-01A
88 years, female, white, stage:i, alive, 1562 days
5517.5
TCGA-P4-AAVO-01A
69 years, male, white, stage:i, alive, 2400 days
5491.4
TCGA-A3-3358-01A
57 years, female, white, stage:i, alive, 1307 days
5461.9
TCGA-B9-7268-01A
59 years, male, white, stage:ii, alive, 671 days
5453.4
TCGA-BQ-7056-01A
75 years, female, white, stage:iii, alive, 612 days
5451.5
TCGA-A3-3373-01A
54 years, female, white, stage:i, alive, 1621 days
5443.8
TCGA-B8-4621-01A
63 years, male, black or african american, stage:i, alive, 788 days
5436.6
TCGA-KN-8428-01A
71 years, male, white, stage:ii, dead, 1590 days
5418.3
TCGA-B0-4706-01A
61 years, male, white, stage:iii, dead, 65 days
5392.6
TCGA-2Z-A9JK-01A
50 years, male, white, stage:iii, alive, 1186 days
5388.3
TCGA-DV-A4VX-01A
59 years, male, black or african american, stage:iv, dead, 1626 days
5383.3
TCGA-BP-5190-01A
61 years, male, white, stage:i, alive, 1011 days
5337.8
TCGA-A4-7288-01A
71 years, female, white, alive, 1857 days
5333.3
TCGA-CJ-6031-01A
54 years, male, white, stage:i, alive, 1906 days
5332.8
TCGA-B0-4697-01A
46 years, female, white, stage:iv, dead, 578 days
5319.7
TCGA-A4-A5XZ-01A
65 years, female, white, stage:ii, alive, 479 days
5316.6
TCGA-CJ-4876-01A
57 years, male, white, stage:ii, alive, 1955 days
5306.5
TCGA-B0-5077-01A
77 years, male, white, stage:i, dead, 1317 days
5236.3
TCGA-CJ-6027-01A
77 years, male, white, stage:i, dead, 3615 days
5233.5
TCGA-B4-5835-01A
64 years, female, white, stage:i, alive, 16 days
5222.8
TCGA-CJ-4890-01A
72 years, male, white, stage:iv, alive, 3519 days
5218.9
TCGA-DW-7837-01A
43 years, male, black or african american, stage:i, alive, 1142 days
5211.6
TCGA-B0-4837-01A
63 years, male, white, stage:i, dead, 1378 days
5205.0
TCGA-2Z-A9J6-01A
61 years, male, white, stage:i, alive, 1731 days
5194.8
TCGA-A3-3311-01A
58 years, male, stage:i, dead, 1191 days
5191.8
TCGA-UZ-A9PS-01A
62 years, female, black or african american, stage:ii, alive, 2167 days
5191.1
TCGA-KL-8330-01A
44 years, female, black or african american, stage:ii, alive, 3304 days
5160.9
TCGA-B1-A655-01A
77 years, female, white, stage:i, alive, 510 days
5145.0
TCGA-KN-8423-01A
44 years, male, white, stage:i, alive, 788 days
5142.9
TCGA-BQ-5880-01A
79 years, male, white, stage:iii, dead, 1314 days
5085.0
TCGA-B0-4852-01A
78 years, female, white, stage:ii, dead, 1121 days
5080.8
TCGA-5P-A9KE-01A
70 years, male, white, alive, 824 days
5067.8
TCGA-BP-5001-01A
43 years, female, white, stage:i, alive, 1177 days
5061.1
TCGA-BP-4985-01A
72 years, male, white, stage:iii, dead, 952 days
5043.9
TCGA-AK-3434-01A
72 years, male, white, stage:i, alive, 2087 days
4998.6
TCGA-A3-3378-01A
60 years, male, white, stage:i, alive, 630 days
4991.3
TCGA-CJ-4873-01A
85 years, female, white, stage:iii, alive, 2259 days
4949.2
TCGA-A3-3317-01A
67 years, male, stage:ii, alive, 1491 days
4947.0
TCGA-O9-A75Z-01A
44 years, male, white, stage:i, alive, 471 days
4940.0
TCGA-A3-3322-01A
51 years, male, white, stage:i, alive, 1478 days
4900.4
TCGA-CJ-4901-01A
47 years, male, white, stage:iii, alive, 1450 days
4900.2
TCGA-B0-4701-01A
66 years, female, white, stage:iv, dead, 238 days
4894.9
TCGA-V9-A7HT-01A
67 years, male, black or african american, stage:ii, alive, 965 days
4892.1
TCGA-BP-4345-01A
62 years, male, white, stage:iii, alive, 1516 days
4850.8
TCGA-A3-3325-01A
52 years, male, white, stage:i, dead, 1170 days
4847.1
TCGA-CZ-5464-01A
69 years, male, white, stage:iv, alive, 2128 days
4829.6
TCGA-CZ-5453-01A
67 years, male, white, stage:ii, dead, 2419 days
4798.6
TCGA-MM-A564-01A
68 years, male, black or african american, stage:ii, alive, 607 days
4788.3
TCGA-CJ-4878-01A
71 years, female, white, stage:iii, alive, 2186 days
4779.2
TCGA-B0-4828-01A
79 years, male, white, stage:iv, dead, 307 days
4778.9
TCGA-B0-5102-01A
74 years, female, white, stage:i, dead, 2764 days
4776.1
TCGA-BP-4973-01A
47 years, male, white, stage:iii, alive, 1384 days
4760.9
TCGA-BP-4170-01A
72 years, female, white, stage:i, dead, 2343 days
4756.0
TCGA-SX-A7SR-01A
66 years, male, white, stage:ii, alive, 805 days
4748.2
TCGA-DW-7834-01A
53 years, male, white, stage:i, alive, 3950 days
4706.1
TCGA-BP-4766-01A
43 years, female, white, stage:i, alive, 1462 days
4690.1
TCGA-KV-A6GE-01A
65 years, male, white, stage:i, alive, 885 days
4683.2
TCGA-BP-4355-01A
59 years, female, white, stage:iii, dead, 953 days
4631.5
TCGA-BP-4963-01A
64 years, male, white, stage:i, alive, 1834 days
4630.1
TCGA-BP-4995-01A
68 years, male, white, stage:i, alive, 1371 days
4624.8
TCGA-A4-A5Y0-01A
61 years, female, white, stage:i, alive, 252 days
4609.1
TCGA-DW-7841-01A
61 years, male, black or african american, stage:i, alive, 445 days
4603.0
TCGA-KO-8417-01A
30 years, female, white, stage:i, alive, 2815 days
4598.1
TCGA-BP-4166-01A
69 years, male, white, stage:iii, alive, 13 days
4591.9
TCGA-KM-8477-01A
56 years, male, white, stage:i, alive, 1553 days
4583.6
TCGA-CJ-4895-01A
62 years, male, white, stage:iv, dead, 1200 days
4566.2
TCGA-B0-5107-01A
65 years, female, white, stage:iv, dead, 927 days
4549.7
TCGA-KL-8325-01A
56 years, female, white, stage:ii, dead, 725 days
4549.0
TCGA-BP-5174-01A
45 years, female, white, stage:i, alive, 2257 days
4536.8
TCGA-BP-5006-01A
61 years, male, white, stage:i, alive, 840 days
4532.8
TCGA-BP-5200-01A
44 years, male, white, stage:ii, alive, 1063 days
4529.2
TCGA-B9-4113-01A
64 years, male, black or african american, stage:i, dead, 1536 days
4528.4
TCGA-B0-4699-01A
74 years, male, white, stage:iv, dead, 110 days
4528.0
TCGA-CJ-4874-01A
73 years, female, white, stage:i, alive, 2283 days
4521.7
TCGA-CJ-4881-01A
41 years, male, white, stage:iii, alive, 2014 days
4515.0
TCGA-BP-4329-01A
75 years, male, white, stage:iii, dead, 845 days
4471.8
TCGA-B0-4813-01A
68 years, male, white, stage:iii, dead, 18 days
4465.0
TCGA-B8-4146-01B
41 years, female, white, stage:i, alive, 511 days
4450.3
TCGA-B8-4620-01A
70 years, female, white, stage:iii, alive, 777 days
4438.2
TCGA-B0-5099-01A
88 years, female, white, stage:iii, dead, 485 days
4437.2
TCGA-A4-A5DU-01A
45 years, female, white, stage:i, alive, 496 days
4395.7
TCGA-AK-3427-01A
65 years, male, white, stage:i, alive, 3583 days
4394.3
TCGA-CZ-4857-01A
56 years, male, white, stage:iv, dead, 1432 days
4363.9
TCGA-HE-A5NL-01A
51 years, male, stage:i, alive, 767 days
4362.2
TCGA-CJ-4882-01A
57 years, male, black or african american, stage:iii, alive, 1883 days
4361.9
TCGA-B1-A657-01A
54 years, male, white, stage:i, alive, 641 days
4356.9
TCGA-B0-5698-01A
77 years, male, black or african american, stage:i, alive, 3631 days
4351.3
TCGA-5P-A9KF-01A
53 years, male, white, alive, 845 days
4350.8
TCGA-B1-5398-01A
73 years, male, white, stage:iii, alive, 1251 days
4350.4
TCGA-B3-4104-01A
75 years, male, white, stage:ii, alive, 1049 days
4344.0
TCGA-A4-7287-01A
75 years, female, white, stage:i, dead, 597 days
4334.0
TCGA-MH-A855-01A
52 years, female, black or african american, stage:ii, alive, 369 days
4319.1
TCGA-P4-AAVK-01A
74 years, male, white, stage:iii, alive, 1590 days
4318.9
TCGA-KV-A6GD-01A
85 years, male, white, stage:i, alive, 560 days
4292.9
TCGA-A3-3331-01A
86 years, female, white, stage:i, alive, 1485 days
4292.0
TCGA-2K-A9WE-01A
53 years, male, white, stage:ii, alive, 214 days
4290.5
TCGA-B0-4700-01A
60 years, male, white, stage:iv, dead, 1980 days
4277.1
TCGA-DV-A4W0-01A
55 years, male, black or african american, stage:i, alive, 2470 days
4263.4
TCGA-2Z-A9J1-01A
71 years, male, white, stage:i, alive, 2298 days
4259.4
TCGA-B0-4842-01A
74 years, female, white, stage:iii, dead, 1724 days
4235.5
TCGA-KN-8432-01A
86 years, female, white, stage:ii, alive, 76 days
4226.1
TCGA-CZ-4853-01A
82 years, male, white, stage:i, alive, 774 days
4222.0
TCGA-UZ-A9PK-01A
71 years, male, white, stage:i, alive, 3571 days
4221.2
TCGA-6D-AA2E-01A
68 years, female, black or african american, stage:i, alive, 362 days
4203.6
TCGA-BP-4994-01A
54 years, male, white, stage:i, alive, 1308 days
4200.3
TCGA-B0-4816-01A
49 years, male, white, stage:ii, dead, 1371 days
4199.1
TCGA-B0-4838-01A
69 years, female, white, stage:i, dead, 834 days
4188.6
TCGA-B3-4103-01A
56 years, male, white, stage:i, alive, 930 days
4187.5
TCGA-IA-A40X-01A
49 years, female, black or african american, stage:i, alive, 608 days
4184.3
TCGA-CJ-5677-01A
54 years, female, white, stage:iv, dead, 782 days
4176.5
TCGA-5P-A9JZ-01A
51 years, female, white, alive, 2744 days
4174.6
TCGA-B0-5712-01A
68 years, female, black or african american, stage:iv, alive, 2722 days
4171.5
TCGA-5P-A9K0-01A
75 years, male, white, alive, 677 days
4139.6
TCGA-B9-4117-01A
48 years, female, black or african american, alive, 14 days
4120.3
TCGA-2Z-A9JD-01A
66 years, male, white, stage:i, alive, 1060 days
4098.4
TCGA-A4-8312-01A
60 years, male, black or african american, stage:i, alive, 708 days
4076.1
TCGA-A3-3352-01A
male, white, stage:iii, dead, 561 days
4076.0
TCGA-CJ-4894-01A
58 years, male, white, stage:iii, dead, 841 days
4067.0
TCGA-BP-4803-01A
79 years, male, white, stage:iii, alive, 204 days
4045.0
TCGA-UZ-A9PQ-01A
59 years, male, black or african american, stage:iii, dead, 2624 days
4044.3
TCGA-BQ-7053-01A
57 years, female, black or african american, stage:iii, alive, 1516 days
4043.5
TCGA-A3-3380-01A
54 years, male, stage:i, alive, 567 days
4021.1
TCGA-CZ-4864-01A
86 years, male, white, stage:ii, dead, 2830 days
4005.9
TCGA-AK-3451-01A
48 years, male, white, stage:ii, alive, 2868 days
4004.0
TCGA-BP-5180-01A
53 years, male, white, stage:i, alive, 2263 days
3992.4
TCGA-4A-A93W-01A
66 years, female, white, stage:i, alive, 4 days
3992.3
TCGA-IA-A83T-01A
80 years, male, white, dead, 2684 days
3992.1
TCGA-CJ-5689-01A
90 years, male, white, stage:i, dead, 1620 days
3967.7
TCGA-BP-4161-01A
74 years, male, white, stage:i, alive, 2746 days
3961.6
TCGA-B0-5711-01A
50 years, male, white, stage:iii, alive, 3989 days
3958.8
TCGA-CJ-4897-01A
79 years, female, white, stage:iii, alive, 3341 days
3956.3
TCGA-B0-4814-01A
58 years, male, white, stage:iv, dead, 168 days
3950.4
TCGA-BQ-5889-01A
63 years, male, white, stage:iv, dead, 329 days
3949.6
TCGA-KM-8639-01A
67 years, male, white, stage:i, alive, 953 days
3940.9
TCGA-CZ-5459-01A
63 years, male, white, stage:iii, alive, 1683 days
3940.2
TCGA-A4-8630-01A
59 years, female, white, stage:i, alive, 436 days
3928.6
TCGA-2Z-A9JS-01A
74 years, male, white, stage:i, dead, 492 days
3916.6
TCGA-GL-A9DE-01A
74 years, male, black or african american, stage:i, alive, 496 days
3902.6
TCGA-B3-A6W5-01A
43 years, male, black or african american, stage:i, alive, 309 days
3893.3
TCGA-KM-8442-01A
38 years, male, stage:ii, alive, 1437 days
3889.7
TCGA-BP-4344-01A
75 years, female, white, stage:i, alive, 1666 days
3880.5
TCGA-B8-5549-01A
53 years, male, white, stage:i, alive, 194 days
3877.6
TCGA-IA-A83W-01A
70 years, male, white, stage:i, dead, 2043 days
3870.8
TCGA-CJ-4920-01A
64 years, female, white, stage:i, dead, 139 days
3862.0
TCGA-BP-4160-01A
67 years, male, white, stage:iii, alive, 2881 days
3851.2
TCGA-B2-4101-01A
52 years, male, white, stage:ii, alive, 648 days
3850.1
TCGA-B0-5692-01A
66 years, female, white, stage:iii, alive, 3944 days
3846.7
TCGA-CJ-4870-01A
58 years, female, black or african american, stage:iii, alive, 1498 days
3844.4
TCGA-CJ-4872-01A
51 years, male, white, stage:i, alive, 326 days
3842.6
TCGA-DW-5561-01A
51 years, male, black or african american, stage:i, alive, 414 days
3840.7
TCGA-BP-4804-01A
59 years, male, white, stage:i, alive, 1459 days
3820.0
TCGA-IA-A83V-01A
63 years, male, white, stage:i, dead, 2941 days
3810.0
TCGA-CZ-4861-01A
63 years, male, white, stage:ii, dead, 446 days
3808.9
TCGA-AK-3445-01A
69 years, male, white, stage:iii, alive, 2392 days
3808.9
TCGA-BP-4797-01A
34 years, male, white, stage:iii, alive, 1107 days
3799.9
TCGA-CJ-5671-01A
51 years, male, white, stage:i, alive, 3987 days
3799.5
TCGA-A4-7583-01A
60 years, male, black or african american, stage:i, alive, 3 days
3782.8
TCGA-G7-A4TM-01A
41 years, male, black or african american, stage:i, alive, 768 days
3781.2
TCGA-CJ-4643-01A
67 years, female, white, stage:ii, alive, 1793 days
3770.9
TCGA-B0-5116-01A
53 years, male, white, stage:iii, alive, 1274 days
3757.1
TCGA-BP-4987-01A
41 years, female, asian, stage:i, alive, 1124 days
3740.7
TCGA-BP-4968-01A
40 years, male, white, stage:i, alive, 1746 days
3738.4
TCGA-B0-5400-01A
59 years, female, white, stage:iii, alive, 1733 days
3732.5
TCGA-DV-5568-01A
26 years, male, white, stage:i, alive, 370 days
3708.9
TCGA-BP-5007-01A
46 years, male, white, stage:ii, alive, 1140 days
3706.7
TCGA-BP-4774-01A
57 years, female, white, stage:i, alive, 1885 days
3701.2
TCGA-BQ-5883-01A
79 years, female, black or african american, stage:i, alive, 1242 days
3695.1
TCGA-MH-A55W-01A
50 years, male, black or african american, stage:i, alive, 1043 days
3679.1
TCGA-CJ-6030-01A
66 years, male, white, stage:i, dead, 2299 days
3678.1
TCGA-B0-4815-01A
65 years, male, white, stage:iii, dead, 1588 days
3677.5
TCGA-AK-3460-01A
58 years, male, white, stage:i, alive, 2508 days
3675.3
TCGA-BP-4972-01A
43 years, female, white, stage:iii, alive, 1502 days
3663.8
TCGA-BP-4964-01A
55 years, female, white, stage:i, alive, 1862 days
3657.0
TCGA-BP-4787-01A
59 years, female, white, stage:iv, dead, 480 days
3654.8
TCGA-B0-4827-01A
77 years, female, white, stage:iii, dead, 885 days
3654.7
TCGA-CJ-5682-01A
60 years, male, white, stage:iv, alive, 3736 days
3640.4
TCGA-B2-4102-01A
61 years, male, white, stage:i, alive, 952 days
3638.8
TCGA-UZ-A9PO-01A
80 years, male, white, stage:i, alive, 1911 days
3598.5
TCGA-B0-5096-01A
72 years, female, white, stage:iii, dead, 68 days
3595.5
TCGA-A3-3367-01A
72 years, male, white, stage:i, alive, 2270 days
3589.8
TCGA-DW-7836-01A
55 years, male, white, stage:i, alive, 1093 days
3573.0
TCGA-2Z-A9J8-01A
50 years, male, white, stage:i, alive, 2790 days
3568.3
TCGA-UZ-A9PM-01A
62 years, male, white, stage:ii, alive, 3811 days
3560.6
TCGA-BQ-5887-01A
54 years, male, white, stage:iii, alive, 771 days
3548.5
TCGA-BP-4340-01A
70 years, female, white, stage:i, dead, 562 days
3547.1
TCGA-BP-5198-01A
72 years, male, white, stage:iii, alive, 603 days
3521.4
TCGA-A3-3372-01A
64 years, male, white, stage:iii, alive, 735 days
3518.1
TCGA-G7-7502-01A
83 years, male, white, stage:i, alive, 786 days
3497.9
TCGA-DV-A4VZ-01A
53 years, male, black or african american, stage:i, alive, 365 days
3497.4
TCGA-2Z-A9JP-01A
63 years, male, white, stage:i, alive, 893 days
3495.6
TCGA-HE-A5NI-01A
73 years, male, stage:i, alive, 360 days
3487.9
TCGA-CJ-4871-01A
63 years, male, white, stage:iv, alive, 2423 days
3485.4
TCGA-A3-3347-01A
76 years, female, white, stage:iii, dead, 1610 days
3480.6
TCGA-BP-5004-01A
53 years, male, white, stage:i, alive, 1126 days
3478.8
TCGA-5P-A9KA-01A
61 years, male, white, alive, 395 days
3470.0
TCGA-UZ-A9PP-01A
60 years, male, white, stage:i, alive, 3010 days
3459.8
TCGA-BP-4332-01A
36 years, male, white, stage:iii, alive, 1133 days
3450.7
TCGA-B0-4844-01A
60 years, male, white, stage:iv, dead, 313 days
3444.3
TCGA-Y8-A897-01A
68 years, female, white, stage:i, alive, 549 days
3437.8
TCGA-SX-A7SU-01A
47 years, male, stage:i, alive, 1331 days
3430.1
TCGA-B8-A54H-01A
69 years, female, black or african american, stage:ii, alive, 256 days
3428.1
TCGA-BP-5202-01A
75 years, male, white, stage:iii, alive, 29 days
3410.6
TCGA-BP-4975-01A
40 years, male, white, stage:i, alive, 1433 days
3409.7
TCGA-G6-A8L8-01A
62 years, female, black or african american, stage:i, dead, 1091 days
3384.7
TCGA-BP-4967-01A
76 years, male, white, stage:iii, alive, 205 days
3384.1
TCGA-A3-3370-01A
48 years, female, white, stage:i, alive, 2274 days
3383.8
TCGA-BP-5168-01A
75 years, male, white, stage:i, dead, 1463 days
3383.4
TCGA-CJ-4635-01A
48 years, male, white, stage:i, alive, 1416 days
3381.3
TCGA-A4-8517-01A
71 years, male, white, stage:i, alive, 597 days
3377.8
TCGA-CJ-5683-01A
78 years, male, white, stage:i, alive, 1889 days
3373.0
TCGA-CZ-5986-01A
61 years, male, white, stage:i, alive, 373 days
3360.7
TCGA-A3-3343-01A
79 years, male, white, stage:ii, alive, 945 days
3349.8
TCGA-F9-A97G-01A
79 years, male, asian, stage:iii, alive, 13 days
3338.1
TCGA-BP-4176-01A
64 years, male, white, stage:i, alive, 1955 days
3329.4
TCGA-B4-5844-01A
61 years, female, white, stage:ii, alive, 7 days
3325.1
TCGA-B2-5639-01A
46 years, male, white, stage:iv, dead, 1003 days
3321.8
TCGA-5P-A9K4-01A
54 years, male, white, alive, 2184 days
3318.6
TCGA-CJ-4889-01A
63 years, female, white, stage:i, alive, 1946 days
3312.9
TCGA-5P-A9KC-01A
51 years, female, white, alive, 377 days
3308.6
TCGA-B0-4818-01A
68 years, female, white, stage:ii, dead, 510 days
3296.1
TCGA-B1-A47O-01A
54 years, female, white, stage:i, alive, 842 days
3292.2
TCGA-CJ-4892-01A
65 years, female, white, stage:i, alive, 1521 days
3269.4
TCGA-AT-A5NU-01A
77 years, male, white, stage:i, alive, 67 days
3268.1
TCGA-CZ-5982-01A
59 years, female, white, stage:i, alive, 2439 days
3262.1
TCGA-BQ-7048-01A
64 years, male, white, stage:iii, alive, 2839 days
3261.6
TCGA-CJ-4893-01A
76 years, female, white, stage:i, alive, 750 days
3256.6
TCGA-CJ-4886-01A
43 years, female, white, stage:i, alive, 1952 days
3248.5
TCGA-CZ-5463-01A
76 years, male, white, stage:ii, alive, 662 days
3241.6
TCGA-CZ-5470-01A
72 years, female, stage:ii, alive, 386 days
3234.3
TCGA-A3-3329-01A
75 years, male, white, stage:i, alive, 1624 days
3228.9
TCGA-DW-7838-01A
66 years, male, white, stage:i, alive, 744 days
3226.0
TCGA-BP-5177-01A
46 years, female, white, stage:i, alive, 293 days
3223.4
TCGA-A3-3308-01A
77 years, female, white, stage:iii, alive, 16 days
3220.4
TCGA-CZ-4856-01A
62 years, female, white, stage:i, alive, 18 days
3215.1
TCGA-B9-5156-01A
51 years, male, white, alive, 1338 days
3207.1
TCGA-AK-3425-01A
68 years, male, white, stage:i, alive, 3343 days
3206.2
TCGA-2Z-A9JL-01A
47 years, male, black or african american, stage:i, alive, 1006 days
3182.6
TCGA-2Z-A9JI-01A
38 years, male, white, stage:iii, alive, 1567 days
3178.9
TCGA-B0-4836-01A
61 years, male, white, stage:iv, dead, 1238 days
3152.9
TCGA-BP-4343-01A
64 years, male, white, stage:iii, dead, 1912 days
3151.0
TCGA-BP-5183-01A
57 years, male, white, stage:iii, alive, 1291 days
3150.4
TCGA-AK-3429-01A
54 years, female, white, stage:ii, alive, 3328 days
3144.5
TCGA-BP-4974-01A
58 years, male, white, stage:iv, dead, 211 days
3141.5
TCGA-CZ-5469-01A
41 years, male, white, stage:ii, dead, 946 days
3137.9
TCGA-BP-5194-01A
39 years, male, white, stage:i, alive, 408 days
3130.5
TCGA-BP-4993-01A
58 years, male, white, stage:i, alive, 177 days
3129.7
TCGA-B0-5402-01A
64 years, male, white, stage:iv, alive, 1290 days
3115.4
TCGA-B8-A54J-01A
60 years, male, black or african american, stage:ii, alive, 528 days
3112.8
TCGA-BP-4761-01A
57 years, male, white, stage:iii, alive, 182 days
3106.8
TCGA-BQ-7050-01A
53 years, female, white, stage:i, alive, 1864 days
3100.0
TCGA-CZ-5466-01A
67 years, male, stage:iii, alive, 685 days
3092.1
TCGA-G7-A8LD-01A
71 years, male, white, stage:iii, dead, 514 days
3091.5
TCGA-A3-3323-01A
53 years, male, white, stage:i, alive, 1106 days
3088.3
TCGA-AK-3450-01A
85 years, female, white, stage:i, alive, 1779 days
3080.0
TCGA-BP-4342-01A
79 years, male, white, stage:ii, dead, 2256 days
3079.9
TCGA-BP-4326-01A
53 years, female, white, stage:i, dead, 1625 days
3073.3
TCGA-CJ-6032-01A
63 years, female, white, stage:ii, alive, 3639 days
3067.1
TCGA-CZ-5452-01A
69 years, male, white, stage:ii, alive, 1789 days
3060.9
TCGA-B0-5713-01A
75 years, female, white, stage:iii, alive, 2782 days
3050.8
TCGA-CZ-4866-01A
79 years, female, white, stage:i, alive, 3267 days
3048.6
TCGA-CZ-5451-01A
74 years, male, white, stage:ii, alive, 1929 days
3046.7
TCGA-T7-A92I-01A
47 years, female, black or african american, stage:i, alive, 356 days
3043.9
TCGA-B0-5109-01A
69 years, male, white, stage:iii, dead, 587 days
3042.6
TCGA-B0-5701-01A
65 years, male, white, stage:iii, alive, 2461 days
3031.8
TCGA-B0-5710-01A
57 years, male, white, stage:i, alive, 2430 days
3017.6
TCGA-BP-5008-01A
46 years, male, white, stage:i, alive, 1071 days
3013.0
TCGA-B0-5812-01A
53 years, male, white, stage:i, alive, 3834 days
3012.2
TCGA-Y8-A8S0-01A
58 years, male, white, stage:i, alive, 183 days
3001.8
TCGA-2Z-A9JR-01A
57 years, male, white, stage:i, alive, 161 days
2998.6
TCGA-DV-5566-01A
67 years, female, white, stage:i, alive, 1398 days
2995.9
TCGA-DZ-6134-01A
69 years, male, white, stage:i, alive, 1856 days
2984.8
TCGA-MM-A563-01A
41 years, male, black or african american, alive, 591 days
2976.6
TCGA-BP-4765-01A
43 years, male, white, stage:i, alive, 2184 days
2974.6
TCGA-CJ-5684-01A
61 years, male, white, stage:iii, alive, 2231 days
2969.3
TCGA-B0-5690-01A
53 years, female, white, stage:i, alive, 3392 days
2964.9
TCGA-BP-4162-01A
65 years, female, white, stage:i, alive, 3074 days
2960.1
TCGA-CJ-4869-01A
49 years, male, white, stage:iii, alive, 2554 days
2955.9
TCGA-DV-5569-01A
29 years, female, white, stage:i, alive, 355 days
2934.7
TCGA-A4-8515-01A
47 years, male, american indian or alaska native, stage:i, alive, 709 days
2934.5
TCGA-CJ-4634-01A
60 years, female, white, stage:i, alive, 3498 days
2933.8
TCGA-BP-4965-01A
46 years, male, white, stage:i, alive, 1871 days
2930.2
TCGA-B9-4115-01A
53 years, male, black or african american, stage:i, alive, 803 days
2925.2
TCGA-BP-4351-01A
51 years, female, white, stage:iii, alive, 970 days
2921.1
TCGA-B8-5546-01A
38 years, female, black or african american, stage:i, alive, 505 days
2918.2
TCGA-4A-A93X-01A
58 years, male, white, stage:iv, alive, 390 days
2913.9
TCGA-B0-5108-01A
54 years, male, white, stage:iii, alive, 1782 days
2913.2
TCGA-B0-4821-01A
68 years, female, asian, stage:iii, dead, 1230 days
2912.1
TCGA-CJ-4902-01A
61 years, male, white, stage:iii, alive, 1520 days
2908.0
TCGA-P4-A5E6-01A
67 years, male, black or african american, stage:iii, alive, 3035 days
2907.2
TCGA-BP-4999-01A
56 years, male, white, stage:i, alive, 1266 days
2904.8
TCGA-BP-4991-01A
54 years, male, white, stage:i, alive, 1413 days
2900.7
TCGA-BP-4763-01A
79 years, female, white, stage:i, dead, 1270 days
2895.4
TCGA-BP-5176-01A
78 years, female, white, stage:i, dead, 1590 days
2888.3
TCGA-GL-A9DC-01A
66 years, female, white, stage:i, alive, 392 days
2852.6
TCGA-B8-5165-01A
43 years, male, white, stage:i, alive, 737 days
2845.7
TCGA-BP-4970-01A
44 years, male, asian, stage:iii, alive, 433 days
2842.8
TCGA-B8-4143-01A
66 years, female, white, stage:iv, dead, 709 days
2836.9
TCGA-CZ-5984-01A
51 years, male, white, stage:i, alive, 2067 days
2823.4
TCGA-B0-4846-01A
52 years, male, white, stage:iv, dead, 1200 days
2817.7
TCGA-B8-4148-01A
63 years, female, white, stage:i, alive, 1520 days
2816.0
TCGA-A3-A8OV-01A
75 years, male, black or african american, stage:i, alive, 340 days
2801.2
TCGA-CJ-6028-01A
58 years, male, white, stage:iv, dead, 1625 days
2801.1
TCGA-CZ-5457-01A
62 years, male, white, stage:iii, alive, 2754 days
2795.2
TCGA-DW-7839-01A
58 years, female, white, stage:i, alive, 419 days
2793.3
TCGA-BQ-7061-01A
84 years, female, white, stage:i, alive, 218 days
2790.5
TCGA-A4-A57E-01A
59 years, male, white, stage:iv, dead, 258 days
2789.4
TCGA-BQ-7062-01A
64 years, male, black or african american, stage:i, alive, 116 days
2789.0
TCGA-A4-A4ZT-01A
71 years, female, white, stage:i, alive, 516 days
2770.9
TCGA-UZ-A9PN-01A
54 years, male, white, stage:iii, dead, 1136 days
2767.3
TCGA-B0-4693-01A
73 years, female, white, stage:iii, dead, 77 days
2765.7
TCGA-CJ-4641-01A
55 years, female, white, stage:iv, dead, 1661 days
2758.7
TCGA-B0-4710-01A
75 years, female, white, stage:iii, alive, 1755 days
2757.9
TCGA-CZ-5465-01A
76 years, female, stage:iii, dead, 2564 days
2755.2
TCGA-CW-5590-01A
51 years, male, white, stage:iv, dead, 1075 days
2748.6
TCGA-BP-5195-01A
75 years, male, white, stage:i, alive, 749 days
2748.2
TCGA-BP-4775-01A
55 years, female, white, stage:i, alive, 1843 days
2739.2
TCGA-BQ-7046-01A
61 years, male, white, stage:i, alive, 2948 days
2735.4
TCGA-SX-A7SQ-01A
48 years, male, white, stage:i, alive, 1266 days
2732.0
TCGA-BP-4353-01A
61 years, male, white, stage:i, dead, 375 days
2729.0
TCGA-B0-5100-01A
72 years, male, black or african american, stage:iii, dead, 1913 days
2719.7
TCGA-UZ-A9PL-01A
59 years, male, white, stage:ii, alive, 3152 days
2717.7
TCGA-DV-5574-01A
37 years, male, white, stage:i, alive, 2016 days
2715.9
TCGA-BP-4330-01A
60 years, female, black or african american, stage:iii, alive, 1888 days
2709.7
TCGA-B9-A8YH-01A
52 years, male, black or african american, stage:i, alive, 532 days
2703.4
TCGA-2Z-A9J2-01A
71 years, female, white, stage:i, alive, 1795 days
2690.4
TCGA-B2-A4SR-01A
62 years, male, black or african american, stage:ii, alive, 507 days
2688.3
TCGA-Y8-A894-01A
57 years, female, white, stage:i, alive, 567 days
2684.6
TCGA-BQ-7044-01A
73 years, male, white, stage:iii, alive, 3760 days
2667.2
TCGA-HE-A5NF-01A
58 years, male, stage:i, alive, 2582 days
2667.1
TCGA-B8-5159-01A
61 years, female, white, stage:i, alive, 722 days
2659.2
TCGA-B8-A54G-01A
50 years, male, black or african american, stage:i, alive, 53 days
2646.3
TCGA-5P-A9JV-01A
49 years, male, white, alive, 2043 days
2632.0
TCGA-BQ-5875-01A
66 years, female, white, stage:iii, alive, 2639 days
2624.8
TCGA-B8-4151-01A
51 years, female, white, stage:iii, alive, 1299 days
2624.4
TCGA-B0-5700-01A
77 years, male, white, stage:i, alive, 1790 days
2621.2
TCGA-BP-4789-01A
48 years, male, white, stage:i, alive, 1489 days
2607.1
TCGA-A3-A6NN-01A
78 years, male, black or african american, stage:i, alive, 3 days
2604.5
TCGA-CJ-5680-01A
65 years, female, white, stage:iv, dead, 768 days
2600.4
TCGA-B0-4849-01A
51 years, male, white, stage:iii, dead, 69 days
2596.2
TCGA-B0-5707-01A
39 years, female, white, stage:i, alive, 3744 days
2590.2
TCGA-BP-4782-01A
55 years, female, white, stage:i, alive, 354 days
2589.1
TCGA-DV-5573-01A
41 years, male, white, stage:i, alive, 1130 days
2589.1
TCGA-A3-3362-01A
60 years, female, white, stage:i, alive, 1559 days
2586.2
TCGA-BP-4163-01A
60 years, female, white, stage:iii, alive, 2839 days
2585.8
TCGA-G7-7501-01A
55 years, female, black or african american, stage:iii, dead, 624 days
2576.0
TCGA-A4-8516-01A
62 years, male, white, stage:iii, alive, 23 days
2569.4
TCGA-CJ-4908-01A
38 years, male, white, stage:i, alive, 1531 days
2563.4
TCGA-A3-A6NI-01A
47 years, male, black or african american, stage:i, alive, 1018 days
2558.2
TCGA-B0-4694-01A
72 years, male, white, stage:iii, dead, 106 days
2551.6
TCGA-B0-5119-01A
61 years, female, white, stage:i, alive, 1552 days
2551.3
TCGA-G7-6790-01A
57 years, male, white, stage:i, alive, 1575 days
2543.7
TCGA-AK-3461-01A
72 years, male, white, stage:i, alive, 2217 days
2538.2
TCGA-B0-5110-01A
71 years, female, white, stage:i, alive, 2009 days
2537.7
TCGA-F9-A7Q0-01A
37 years, female, asian, stage:i, alive, 398 days
2537.6
TCGA-CZ-5456-01A
57 years, male, white, stage:ii, alive, 2422 days
2536.6
TCGA-B0-5097-01A
59 years, female, white, stage:iii, alive, 665 days
2527.0
TCGA-A4-7996-01A
61 years, female, white, stage:i, alive, 506 days
2526.0
TCGA-G7-6792-01A
40 years, male, black or african american, stage:i, alive, 2765 days
2524.3
TCGA-IA-A40U-01A
56 years, male, white, stage:iii, alive, 511 days
2524.0
TCGA-A3-3363-01A
50 years, male, asian, stage:ii, alive, 319 days
2522.5
TCGA-G7-A8LE-01A
62 years, male, white, stage:i, alive, 2453 days
2517.6
TCGA-B0-4824-01A
49 years, female, white, stage:i, dead, 1657 days
2516.2
TCGA-CJ-4640-01A
49 years, male, white, stage:iii, alive, 3480 days
2501.4
TCGA-B4-5843-01A
45 years, male, white, stage:i, alive, 11 days
2497.4
TCGA-BQ-5893-01A
61 years, male, white, stage:iv, dead, 241 days
2481.5
TCGA-BP-4986-01A
75 years, male, white, stage:i, alive, 785 days
2473.6
TCGA-B0-4688-01A
46 years, male, white, stage:iv, dead, 101 days
2472.2
TCGA-UZ-A9PJ-01A
78 years, male, white, stage:i, dead, 797 days
2471.6
TCGA-PJ-A5Z8-01A
60 years, female, white, stage:i, alive, 600 days
2467.0
TCGA-B0-5113-01A
69 years, female, white, stage:iii, alive, 1175 days
2465.2
TCGA-B8-4154-01A
73 years, female, white, stage:i, alive, 1380 days
2449.6
TCGA-P4-A5ED-01A
51 years, male, white, stage:i, alive, 2816 days
2448.4
TCGA-5P-A9K8-01A
51 years, female, white, alive, 1309 days
2435.9
TCGA-DV-5575-01A
52 years, female, white, stage:i, alive, 1729 days
2435.8
TCGA-MW-A4EC-01A
73 years, female, black or african american, stage:i, alive, 498 days
2435.1
TCGA-B2-5641-01A
79 years, male, white, stage:i, alive, 656 days
2434.8
TCGA-GL-7773-01A
63 years, male, white, stage:i, alive, 393 days
2418.2
TCGA-BP-4976-01A
77 years, male, white, stage:i, alive, 1632 days
2414.7
TCGA-4A-A93Y-01A
63 years, female, black or african american, stage:ii, alive, 352 days
2414.1
TCGA-CZ-5454-01A
63 years, male, white, stage:iv, dead, 722 days
2413.4
TCGA-CW-5584-01A
74 years, male, white, stage:iii, dead, 164 days
2400.3
TCGA-BP-4164-01A
51 years, female, white, stage:iii, dead, 992 days
2399.5
TCGA-BP-4801-01A
57 years, male, white, stage:i, alive, 1124 days
2397.5
TCGA-GL-8500-01A
63 years, male, white, stage:i, alive, 841 days
2397.2
TCGA-BP-4807-01A
42 years, male, white, stage:i, alive, 211 days
2383.4
TCGA-2Z-A9JG-01A
64 years, male, white, stage:i, alive, 1662 days
2380.4
TCGA-CW-6093-01A
73 years, male, white, stage:i, alive, 3146 days
2371.9
TCGA-BP-4982-01A
42 years, male, white, stage:i, alive, 1014 days
2362.1
TCGA-B0-4712-01A
76 years, male, white, stage:iv, dead, 1337 days
2354.4
TCGA-GL-A59T-01A
46 years, male, white, stage:i, alive, 546 days
2349.1
TCGA-B2-4099-01A
83 years, male, white, stage:i, alive, 972 days
2345.5
TCGA-B0-5699-01A
53 years, male, white, stage:i, alive, 3841 days
2343.5
TCGA-CW-5580-01A
73 years, female, white, stage:iv, dead, 1964 days
2342.1
TCGA-CJ-4904-01A
60 years, female, white, stage:iv, alive, 3302 days
2340.7
TCGA-B1-7332-01A
61 years, female, black or african american, stage:ii, alive, 1141 days
2338.2
TCGA-BP-4998-01A
49 years, male, asian, stage:i, alive, 932 days
2332.7
TCGA-CJ-5686-01A
59 years, female, white, stage:i, alive, 2038 days
2330.8
TCGA-B8-5158-01A
56 years, male, white, stage:iii, alive, 1218 days
2324.6
TCGA-CJ-6033-01A
54 years, female, white, stage:iv, dead, 224 days
2320.5
TCGA-Y8-A898-01A
69 years, male, white, stage:i, alive, 475 days
2316.2
TCGA-BQ-7059-01A
71 years, male, white, stage:i, alive, 232 days
2294.9
TCGA-BP-5173-01A
75 years, male, white, stage:i, dead, 62 days
2291.5
TCGA-A3-A8OW-01A
37 years, male, black or african american, stage:iii, alive, 323 days
2291.3
TCGA-BP-4169-01A
76 years, female, white, stage:ii, dead, 701 days
2290.4
TCGA-B0-5696-01A
70 years, male, white, stage:iii, alive, 2609 days
2285.5
TCGA-BP-5189-01A
60 years, male, white, stage:i, dead, 822 days
2280.3
TCGA-B8-A54K-01A
61 years, male, black or african american, stage:i, alive, 469 days
2271.3
TCGA-CJ-4644-01A
48 years, female, white, stage:iv, dead, 336 days
2270.1
TCGA-BP-4781-01A
78 years, male, white, stage:i, alive, 2080 days
2269.5
TCGA-CZ-4862-01A
46 years, male, white, stage:i, alive, 3271 days
2264.9
TCGA-BP-4961-01A
47 years, male, white, stage:i, alive, 1935 days
2264.3
TCGA-B0-4690-01A
65 years, male, white, stage:iv, dead, 43 days
2256.4
TCGA-CJ-4868-01A
42 years, male, white, stage:iv, dead, 646 days
2254.7
TCGA-BP-5187-01A
54 years, male, white, stage:i, alive, 406 days
2251.5
TCGA-BP-5182-01A
56 years, male, white, stage:i, alive, 1165 days
2245.1
TCGA-BP-4174-01A
49 years, male, white, stage:ii, alive, 1879 days
2242.8
TCGA-CZ-5988-01A
38 years, male, white, stage:i, alive, 693 days
2238.6
TCGA-HE-A5NJ-01A
58 years, male, alive, 1726 days
2238.3
TCGA-B0-5120-01A
72 years, female, white, stage:i, alive, 1169 days
2234.2
TCGA-IZ-8196-01A
50 years, male, white, stage:i, alive, 649 days
2233.3
TCGA-P4-A5EA-01A
54 years, female, white, stage:iii, dead, 201 days
2221.2
TCGA-5P-A9K6-01A
64 years, male, white, alive, 1914 days
2209.3
TCGA-BP-4331-01A
52 years, male, white, stage:i, dead, 2454 days
2205.2
TCGA-BP-5199-01A
58 years, male, white, stage:ii, alive, 1355 days
2204.2
TCGA-CJ-5675-01A
70 years, male, white, stage:ii, alive, 3936 days
2201.5
TCGA-CZ-5455-01A
63 years, male, white, stage:iv, dead, 561 days
2183.4
TCGA-B0-5706-01A
45 years, male, white, stage:ii, alive, 3205 days
2180.4
TCGA-A3-3359-01A
82 years, female, white, stage:i, alive, 2504 days
2179.6
TCGA-BP-4354-01A
41 years, male, white, stage:iv, dead, 1034 days
2174.6
TCGA-B3-3926-01A
59 years, female, white, stage:i, alive, 883 days
2145.9
TCGA-A3-3320-01A
52 years, female, white, stage:i, alive, 1508 days
2140.0
TCGA-AK-3436-01A
40 years, male, white, stage:iv, alive, 3331 days
2138.0
TCGA-G6-A8L6-01A
55 years, male, black or african american, stage:iv, dead, 313 days
2138.0
TCGA-B4-5838-01A
52 years, male, white, alive, 166 days
2132.3
TCGA-B0-5115-01A
43 years, male, white, stage:iv, alive, 1604 days
2130.2
TCGA-A3-3365-01A
46 years, male, white, stage:i, alive, 873 days
2122.1
TCGA-2Z-A9J5-01A
80 years, male, white, stage:ii, alive, 3050 days
2121.4
TCGA-B0-5098-01A
53 years, female, black or african american, stage:i, dead, 1584 days
2118.2
TCGA-CZ-5985-01A
58 years, male, white, stage:ii, alive, 1997 days
2115.9
TCGA-B1-A656-01A
64 years, male, white, stage:i, alive, 618 days
2103.2
TCGA-B0-4823-01A
88 years, male, white, stage:i, dead, 454 days
2098.0
TCGA-BQ-5892-01A
51 years, male, white, stage:i, alive, 364 days
2095.9
TCGA-B0-5705-01A
65 years, female, white, stage:i, alive, 4537 days
2095.3
TCGA-HE-A5NK-01A
82 years, male, alive, 2228 days
2092.8
TCGA-CJ-4639-01A
49 years, female, white, stage:ii, alive, 3229 days
2087.0
TCGA-EU-5904-01A
47 years, female, white, stage:i, alive, 551 days
2081.2
TCGA-B0-5399-01A
46 years, male, white, stage:i, alive, 1411 days
2071.0
TCGA-BP-5192-01A
59 years, male, white, stage:i, alive, 714 days
2062.7
TCGA-BP-4173-01A
47 years, male, white, stage:ii, alive, 1893 days
2043.5
TCGA-A3-3387-01A
49 years, male, white, stage:i, alive, 617 days
2039.8
TCGA-CW-6088-01A
60 years, male, white, stage:i, alive, 3222 days
2029.7
TCGA-A3-3306-01A
67 years, male, white, stage:i, alive, 1120 days
2029.2
TCGA-CJ-4905-01A
62 years, female, white, stage:i, alive, 1496 days
2025.1
TCGA-CW-5588-01A
78 years, female, white, stage:i, alive, 2017 days
2015.8
TCGA-A3-A6NJ-01A
57 years, female, black or african american, stage:i, alive, 468 days
2001.3
TCGA-B8-5164-01A
65 years, male, white, stage:iii, alive, 26 days
2001.2
TCGA-B0-5693-01A
47 years, female, white, stage:i, alive, 4074 days
2000.6
TCGA-AK-3458-01A
48 years, male, white, stage:i, alive, 1168 days
1980.6
TCGA-CW-6087-01A
61 years, male, white, stage:iv, dead, 41 days
1975.1
TCGA-B4-5836-01A
61 years, female, white, stage:i, alive, 141 days
1973.2
TCGA-BQ-7060-01A
53 years, male, american indian or alaska native, stage:i, alive, 214 days
1944.8
TCGA-B0-5697-01A
50 years, male, white, stage:i, alive, 2630 days
1941.7
TCGA-BP-5184-01A
54 years, male, white, stage:i, alive, 1133 days
1941.3
TCGA-UN-AAZ9-01A
76 years, female, black or african american, stage:i, alive, 548 days
1940.8
TCGA-CZ-5458-01A
43 years, male, white, stage:iii, alive, 2789 days
1928.4
TCGA-A3-3376-01A
51 years, male, black or african american, stage:i, dead, 1696 days
1925.9
TCGA-DV-5576-01A
55 years, female, black or african american, stage:i, dead, 727 days
1919.9
TCGA-CW-5591-01A
56 years, male, white, stage:iv, alive, 2271 days
1914.0
TCGA-B0-4810-01A
47 years, male, white, stage:iii, dead, 478 days
1905.5
TCGA-UZ-A9PR-01A
84 years, male, white, stage:i, alive, 2627 days
1904.8
TCGA-BQ-5890-01A
69 years, male, white, stage:iii, alive, 233 days
1895.9
TCGA-KV-A74V-01A
40 years, male, white, stage:i, alive, 347 days
1888.0
TCGA-MH-A560-01A
62 years, male, white, stage:i, alive, 924 days
1887.1
TCGA-B3-8121-01A
48 years, female, black or african american, stage:i, alive, 379 days
1884.8
TCGA-CZ-4863-01A
51 years, female, white, stage:iii, alive, 1928 days
1873.3
TCGA-B3-3925-01A
52 years, male, white, stage:iii, alive, 1029 days
1864.8
TCGA-AK-3455-01A
71 years, female, white, stage:iii, dead, 683 days
1860.9
TCGA-BP-4769-01A
63 years, male, white, stage:i, alive, 1876 days
1857.8
TCGA-A3-3349-01A
34 years, female, white, stage:i, alive, 1385 days
1853.9
TCGA-B8-5552-01B
41 years, female, white, stage:i, alive, 1046 days
1853.4
TCGA-P4-AAVL-01A
85 years, male, white, stage:iii, dead, 487 days
1843.7
TCGA-CZ-4858-01A
39 years, male, white, stage:ii, dead, 2105 days
1840.7
TCGA-B0-5695-01A
61 years, female, white, stage:i, alive, 2150 days
1837.9
TCGA-B4-5834-01A
59 years, male, white, stage:i, alive, 26 days
1836.2
TCGA-AS-3778-01A
35 years, male, white, stage:i, alive, 43 days
1834.5
TCGA-A3-A8CQ-01A
59 years, female, black or african american, stage:i, alive, 3 days
1834.0
TCGA-G7-6797-01A
46 years, male, white, stage:iii, alive, 765 days
1802.0
TCGA-CW-5589-01A
52 years, male, white, stage:i, alive, 2378 days
1801.5
TCGA-B8-A54F-01A
49 years, female, black or african american, stage:i, alive, 519 days
1798.6
TCGA-2Z-A9JE-01A
59 years, male, white, stage:i, alive, 1728 days
1789.2
TCGA-B0-5094-01A
62 years, male, white, stage:iv, dead, 333 days
1787.0
TCGA-2Z-A9J7-01A
63 years, male, white, stage:iv, dead, 139 days
1774.6
TCGA-A4-7828-01A
74 years, female, black or african american, stage:i, alive, 238 days
1774.0
TCGA-B9-A5W9-01A
40 years, male, white, stage:i, alive, 5 days
1773.2
TCGA-MH-A55Z-01A
65 years, male, black or african american, stage:i, alive, 845 days
1770.6
TCGA-CJ-4637-01A
52 years, female, white, stage:iv, dead, 2227 days
1763.0
TCGA-B0-4848-01A
54 years, male, white, stage:iii, dead, 883 days
1756.2
TCGA-BP-4177-01A
65 years, male, white, stage:i, alive, 1670 days
1751.8
TCGA-A4-7915-01A
35 years, female, black or african american, stage:ii, alive, 7 days
1751.7
TCGA-J7-8537-01A
37 years, female, asian, stage:iii, dead, 321 days
1744.7
TCGA-BP-5181-01A
58 years, female, white, stage:i, alive, 1495 days
1742.6
TCGA-IA-A40Y-01A
60 years, female, white, stage:iii, alive, 62 days
1735.3
TCGA-B0-5691-01A
66 years, female, white, stage:i, alive, 3431 days
1730.6
TCGA-B9-A5W7-01A
47 years, male, black or african american, stage:i, alive, 585 days
1716.0
TCGA-A3-3351-01A
42 years, male, white, stage:ii, alive, 910 days
1710.1
TCGA-EV-5903-01A
57 years, male, white, stage:i, alive, 757 days
1703.5
TCGA-B8-5550-01A
71 years, male, white, stage:iii, alive, 1476 days
1702.9
TCGA-BP-4790-01A
76 years, male, white, stage:i, dead, 1111 days
1700.0
TCGA-2Z-A9JT-01A
71 years, male, white, stage:i, alive, 684 days
1680.3
TCGA-P4-A5E7-01A
74 years, female, white, stage:i, alive, 2649 days
1675.6
TCGA-BP-4762-01A
42 years, male, white, stage:i, dead, 1343 days
1673.4
TCGA-CW-5585-01A
51 years, male, white, stage:iv, alive, 2609 days
1673.1
TCGA-CZ-4865-01A
70 years, female, white, stage:i, dead, 166 days
1668.8
TCGA-B4-5377-01A
68 years, female, white, stage:iv, alive, 365 days
1663.1
TCGA-BQ-5882-01A
54 years, male, stage:iii, dead, 658 days
1649.3
TCGA-B9-A5W8-01A
50 years, male, black or african american, stage:ii, alive, 524 days
1624.0
TCGA-BP-4795-01A
74 years, female, white, stage:i, alive, 620 days
1601.6
TCGA-BQ-5884-01A
59 years, female, black or african american, stage:i, alive, 792 days
1588.6
TCGA-CJ-4642-01B
47 years, male, white, stage:ii, alive, 3205 days
1582.7
TCGA-A3-3307-01A
66 years, male, stage:iii, alive, 1436 days
1564.0
TCGA-KO-8404-01A
78 years, male, white, stage:iv, dead, 325 days
1554.9
TCGA-B1-A47M-01A
79 years, male, black or african american, stage:iii, alive, 659 days
1549.2
TCGA-2Z-A9J9-01A
77 years, male, black or african american, stage:i, alive, 2294 days
1542.3
TCGA-P4-A5E8-01A
57 years, male, white, stage:iii, dead, 1306 days
1538.7
TCGA-CZ-5468-01A
84 years, male, white, stage:iv, dead, 59 days
1531.5
TCGA-B8-5163-01A
63 years, female, white, stage:iii, alive, 822 days
1524.5
TCGA-A4-8310-01A
58 years, male, white, stage:iii, alive, 780 days
1519.6
TCGA-EU-5906-01A
55 years, male, white, stage:i, alive, 206 days
1516.1
TCGA-CZ-4859-01A
59 years, female, white, stage:i, alive, 1787 days
1511.0
TCGA-CW-5587-01A
62 years, female, white, stage:iii, alive, 2226 days
1496.8
TCGA-HE-7129-01A
male, stage:ii, alive, 2492 days
1481.8
TCGA-CJ-4907-01A
58 years, male, white, stage:iii, alive, 1499 days
1480.8
TCGA-B8-A7U6-01A
54 years, female, black or african american, stage:i, alive, 495 days
1468.4
TCGA-CZ-5461-01A
52 years, male, white, stage:iv, dead, 330 days
1466.0
TCGA-BQ-5876-01A
75 years, male, white, stage:i, alive, 586 days
1462.3
TCGA-B0-5095-01A
81 years, male, white, stage:iii, dead, 245 days
1446.7
TCGA-DW-7842-01A
52 years, male, white, stage:i, alive, 92 days
1444.6
TCGA-CW-6097-01A
32 years, male, white, stage:iii, dead, 571 days
1434.4
TCGA-F9-A4JJ-01A
35 years, female, black or african american, stage:iii, dead, 325 days
1433.5
TCGA-CW-5581-01A
44 years, male, white, stage:i, alive, 2799 days
1432.7
TCGA-SX-A71S-01A
66 years, female, white, stage:i, alive, 1504 days
1427.0
TCGA-AL-3467-01A
54 years, female, white, alive, 2135 days
1403.1
TCGA-A3-A6NL-01A
49 years, female, black or african american, stage:i, alive, 689 days
1401.8
TCGA-3Z-A93Z-01A
69 years, male, black or african american, stage:i, alive, 385 days
1400.6
TCGA-A3-3346-01A
68 years, male, white, stage:i, dead, 137 days
1399.3
TCGA-B0-4696-01A
58 years, male, white, stage:iii, dead, 866 days
1381.1
TCGA-A4-7997-01A
67 years, male, white, stage:i, alive, 927 days
1354.0
TCGA-B0-4703-01A
51 years, male, white, stage:iv, dead, 182 days
1345.7
TCGA-AK-3431-01A
62 years, female, white, stage:ii, dead, 2241 days
1336.4
TCGA-AL-3473-01A
55 years, male, white, stage:ii, alive, 1906 days
1315.7
TCGA-EV-5902-01A
58 years, male, white, stage:i, alive, 578 days
1303.7
TCGA-B8-5545-01A
42 years, male, black or african american, stage:i, alive, 1525 days
1301.2
TCGA-B9-4116-01A
75 years, female, black or african american, alive, 627 days
1300.5
TCGA-BP-5196-01A
54 years, male, white, stage:i, alive, 1018 days
1297.0
TCGA-BP-5186-01A
50 years, female, white, stage:i, alive, 693 days
1275.5
TCGA-CZ-5467-01A
86 years, female, white, stage:iii, dead, 73 days
1264.4
TCGA-CJ-5681-01A
44 years, female, white, stage:iv, dead, 552 days
1258.8
TCGA-HE-7130-01A
female, stage:iii, alive, 1770 days
1253.5
TCGA-EU-5907-01A
81 years, male, white, stage:iii, alive, 127 days
1247.0
TCGA-BQ-7049-01A
45 years, female, white, stage:i, dead, 1364 days
1231.5
TCGA-B9-5155-01A
71 years, male, white, stage:iii, alive, 665 days
1227.1
TCGA-BP-4784-01A
67 years, female, white, stage:i, alive, 1854 days
1224.2
TCGA-G7-6789-01A
53 years, female, white, stage:iv, dead, 122 days
1218.1
TCGA-BP-5170-01A
55 years, male, white, stage:i, alive, 2412 days
1217.5
TCGA-A4-7734-01A
53 years, female, white, stage:i, alive, 27 days
1195.8
TCGA-DZ-6132-01A
69 years, male, stage:i, alive, 2460 days
1173.0
TCGA-CJ-5678-01A
62 years, male, black or african american, stage:iv, dead, 574 days
1172.8
TCGA-CW-5583-01A
51 years, female, white, stage:i, alive, 2489 days
1172.6
TCGA-B0-5709-01A
62 years, female, white, stage:iii, alive, 3974 days
1172.6
TCGA-A4-A5Y1-01A
75 years, male, white, stage:iii, dead, 395 days
1155.7
TCGA-B0-4698-01A
75 years, male, white, stage:iv, dead, 42 days
1150.4
TCGA-B0-5080-01A
63 years, male, white, stage:iv, dead, 342 days
1148.5
TCGA-GL-A59R-01A
79 years, male, white, stage:iii, alive, 378 days
1138.1
TCGA-CZ-5462-01A
83 years, male, white, stage:iv, dead, 311 days
1129.7
TCGA-DV-5567-01A
40 years, female, black or african american, stage:i, alive, 2004 days
1115.6
TCGA-DZ-6133-01A
66 years, female, white, stage:i, dead, 1557 days
1105.6
TCGA-F9-A7VF-01A
75 years, female, white, stage:i, alive, 73 days
1079.5
TCGA-GK-A6C7-01A
77 years, female, black or african american, stage:i, alive, 61 days
1054.6
TCGA-BP-4760-01A
69 years, male, black or african american, stage:i, alive, 2361 days
1047.9
TCGA-B8-A8YJ-01A
60 years, female, black or african american, stage:i, alive, 431 days
1013.1
TCGA-BQ-5894-01A
42 years, male, stage:iv, alive, 84 days
1011.0
TCGA-AK-3428-01A
62 years, male, white, stage:iii, alive, 3728 days
978.3
TCGA-B4-5378-01A
62 years, male, white, stage:i, alive, 175 days
975.3
TCGA-CJ-4899-01A
42 years, male, asian, stage:i, alive, 1528 days
975.1
TCGA-GL-7966-01A
28 years, female, white, stage:iii, alive, 112 days
953.6
TCGA-BP-4983-01A
67 years, female, asian, stage:iii, alive, 1413 days
929.3
TCGA-PJ-A5Z9-01A
80 years, female, white, stage:i, alive, 540 days
919.3
TCGA-CW-6090-01A
68 years, male, white, stage:i, alive, 2552 days
904.6
TCGA-BP-4770-01A
73 years, female, white, stage:iv, dead, 329 days
897.7
TCGA-2Z-A9JJ-01A
69 years, female, white, stage:i, alive, 1213 days
878.5
TCGA-P4-A5EB-01A
83 years, male, white, stage:i, alive, 3015 days
864.2
TCGA-EU-5905-01A
67 years, female, white, stage:i, alive, 119 days
860.2
TCGA-B8-5162-01A
63 years, male, white, stage:ii, alive, 36 days
827.6
TCGA-A4-A6HP-01A
66 years, male, white, stage:i, alive, 379 days
814.8
TCGA-EV-5901-01A
47 years, female, white, stage:i, alive, 1040 days
804.1
TCGA-HE-A5NH-01A
62 years, male, stage:i, alive, 791 days
791.2
TCGA-MH-A854-01A
62 years, female, black or african american, stage:i, alive, 536 days
776.6
TCGA-F9-A8NY-01A
38 years, female, asian, stage:iv, alive, 36 days
765.8
TCGA-BQ-7051-01A
74 years, male, white, stage:ii, alive, 1533 days
764.0
TCGA-BQ-5891-01A
57 years, female, white, stage:iii, alive, 29 days
683.7
TCGA-DZ-6135-01A
45 years, male, stage:i, alive, 2269 days
659.7
TCGA-G7-6793-01A
60 years, female, white, stage:iv, dead, 336 days
657.7
TCGA-B8-5553-01A
67 years, female, white, stage:i, alive, 435 days
635.0
TCGA-MH-A561-01A
66 years, male, white, stage:i, alive, 841 days
608.5
TCGA-A3-3383-01A
52 years, male, white, stage:i, alive, 861 days
591.5
TCGA-MH-A562-01A
57 years, male, black or african american, stage:i, alive, 616 days
571.8
TCGA-IZ-A6M9-01A
63 years, male, white, stage:i, alive, 376 days
569.7
TCGA-BQ-5878-01A
79 years, female, white, stage:iii, alive, 1938 days
564.7
TCGA-B8-5551-01A
65 years, female, black or african american, stage:i, alive, 16 days
544.4
TCGA-CZ-4860-01A
60 years, male, white, stage:iv, dead, 206 days
541.4
TCGA-BQ-5879-01A
32 years, female, white, stage:iii, dead, 697 days
505.3
TCGA-B2-5633-01B
56 years, male, white, stage:i, alive, 963 days
489.0
TCGA-IZ-A6M8-01A
69 years, male, black or african american, stage:i, alive, 497 days
422.1
TCGA-B2-5636-01A
79 years, male, white, stage:i, alive, 919 days
404.7
TCGA-BQ-5877-01A
60 years, male, black or african american, stage:iv, dead, 270 days
401.6
TCGA-A3-3382-01A
69 years, male, white, stage:i, alive, 574 days
387.9
TCGA-B1-A654-01A
43 years, female, black or african american, stage:i, alive, 616 days
325.0
TCGA-2Z-A9JQ-01A
66 years, male, white, stage:i, alive, 778 days
160.1
TCGA-KN-8427-01A
54 years, male, white, stage:iv, alive, 30 days
145.9
TCGA-B0-5702-01A
71 years, male, white, stage:i, alive, 2172 days
115.1
TCGA-Q2-A5QZ-01A
61 years, female, black or african american, stage:iii, alive, 428 days
92.7
TCGA-AL-A5DJ-01A
55 years, female, white, stage:iii, dead, 1498 days
85.0
TCGA-B2-3924-01A
73 years, male, white, stage:i, alive, 1092 days
69.5
TCGA-B2-5635-01A
74 years, male, white, stage:i, alive, 755 days
17.0
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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.
The Human Protein Atlas project is funded
