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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.
CTSD is prognostic, high expression is favourable in renal cancer
Stage:
Survival analysis
Current cut offi
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
701.7
Number of samples
877
Samples
Sample
Description
FPKM
TCGA-IZ-A6M8-01A
69 years, male, black or african american, stage:i, alive, 497 days
3918.4
TCGA-B1-5398-01A
73 years, male, white, stage:iii, alive, 1251 days
3755.1
TCGA-Q2-A5QZ-01A
61 years, female, black or african american, stage:iii, alive, 428 days
3553.1
TCGA-Y8-A8S1-01A
61 years, male, white, stage:i, alive, 404 days
3492.1
TCGA-4A-A93Y-01A
63 years, female, black or african american, stage:ii, alive, 352 days
3225.4
TCGA-A4-7286-01A
42 years, male, white, alive, 554 days
2735.6
TCGA-KO-8415-01A
44 years, female, white, stage:i, alive, 2939 days
2707.7
TCGA-BQ-5883-01A
79 years, female, black or african american, stage:i, alive, 1242 days
2660.1
TCGA-IA-A83T-01A
80 years, male, white, dead, 2684 days
2624.7
TCGA-BQ-5887-01A
54 years, male, white, stage:iii, alive, 771 days
2601.4
TCGA-GL-A4EM-01A
62 years, male, white, stage:i, alive, 32 days
2589.7
TCGA-A4-A48D-01A
85 years, male, black or african american, stage:i, alive, 379 days
2571.2
TCGA-2K-A9WE-01A
53 years, male, white, stage:ii, alive, 214 days
2521.2
TCGA-WN-AB4C-01A
female, white, stage:i, alive, 1188 days
2499.5
TCGA-A4-8312-01A
60 years, male, black or african american, stage:i, alive, 708 days
2464.4
TCGA-2Z-A9JN-01A
50 years, female, black or african american, stage:i, alive, 740 days
2401.1
TCGA-UZ-A9PM-01A
62 years, male, white, stage:ii, alive, 3811 days
2392.9
TCGA-B1-A656-01A
64 years, male, white, stage:i, alive, 618 days
2387.3
TCGA-KO-8405-01A
29 years, male, white, stage:iii, alive, 3056 days
2287.8
TCGA-2Z-A9J5-01A
80 years, male, white, stage:ii, alive, 3050 days
2273.1
TCGA-BQ-7059-01A
71 years, male, white, stage:i, alive, 232 days
2270.1
TCGA-BP-4799-01A
70 years, male, white, stage:iii, dead, 1133 days
2251.2
TCGA-KM-8639-01A
67 years, male, white, stage:i, alive, 953 days
2229.6
TCGA-2Z-A9JT-01A
71 years, male, white, stage:i, alive, 684 days
2207.2
TCGA-B9-A8YI-01A
79 years, male, black or african american, stage:i, alive, 374 days
2202.3
TCGA-KN-8433-01A
46 years, female, white, stage:iii, alive, 341 days
2160.8
TCGA-KO-8411-01A
58 years, male, white, stage:i, alive, 3958 days
2076.2
TCGA-B0-4842-01A
74 years, female, white, stage:iii, dead, 1724 days
2071.2
TCGA-Y8-A898-01A
69 years, male, white, stage:i, alive, 475 days
2033.7
TCGA-KO-8414-01A
50 years, female, white, stage:ii, alive, 3212 days
1991.7
TCGA-KL-8332-01A
55 years, male, white, stage:i, alive, 2582 days
1979.3
TCGA-KV-A6GD-01A
85 years, male, white, stage:i, alive, 560 days
1965.8
TCGA-KO-8413-01A
46 years, male, white, stage:i, alive, 3038 days
1924.4
TCGA-BQ-7046-01A
61 years, male, white, stage:i, alive, 2948 days
1921.2
TCGA-B9-A5W8-01A
50 years, male, black or african american, stage:ii, alive, 524 days
1900.9
TCGA-BP-4334-01A
56 years, male, white, stage:iii, dead, 645 days
1893.6
TCGA-IA-A83V-01A
63 years, male, white, stage:i, dead, 2941 days
1892.6
TCGA-KL-8342-01A
45 years, female, white, stage:ii, alive, 2248 days
1892.0
TCGA-A3-3374-01A
51 years, female, black or african american, stage:i, alive, 1314 days
1881.3
TCGA-BQ-5881-01A
69 years, male, white, stage:i, alive, 1454 days
1867.6
TCGA-KO-8406-01A
17 years, female, white, stage:i, alive, 3145 days
1844.3
TCGA-IA-A83S-01A
81 years, male, white, dead, 2609 days
1820.9
TCGA-SX-A7SP-01A
66 years, female, white, stage:i, dead, 496 days
1819.3
TCGA-BQ-7045-01A
78 years, male, black or african american, stage:i, dead, 1468 days
1801.0
TCGA-B0-5083-01A
63 years, male, white, stage:i, dead, 1045 days
1786.3
TCGA-KL-8339-01A
67 years, male, white, stage:iv, dead, 855 days
1771.8
TCGA-IZ-A6M9-01A
63 years, male, white, stage:i, alive, 376 days
1755.6
TCGA-DZ-6132-01A
69 years, male, stage:i, alive, 2460 days
1725.9
TCGA-B2-3923-01A
59 years, male, white, stage:ii, alive, 992 days
1689.9
TCGA-BQ-5884-01A
59 years, female, black or african american, stage:i, alive, 792 days
1684.1
TCGA-MH-A857-01A
63 years, male, black or african american, stage:i, alive, 890 days
1675.6
TCGA-KN-8425-01A
53 years, male, white, stage:i, alive, 3179 days
1674.0
TCGA-KL-8338-01A
51 years, male, white, stage:iii, alive, 2633 days
1670.0
TCGA-HE-A5NF-01A
58 years, male, stage:i, alive, 2582 days
1668.4
TCGA-AK-3440-01A
58 years, male, white, stage:i, alive, 2865 days
1661.1
TCGA-KM-8441-01A
61 years, female, white, stage:i, alive, 876 days
1658.7
TCGA-AK-3447-01A
84 years, male, white, stage:ii, alive, 1217 days
1637.7
TCGA-GL-A9DD-01A
69 years, male, white, stage:i, alive, 341 days
1628.2
TCGA-KL-8336-01A
51 years, female, white, stage:iv, dead, 920 days
1622.4
TCGA-2Z-A9JP-01A
63 years, male, white, stage:i, alive, 893 days
1618.3
TCGA-A4-8518-01A
48 years, male, white, stage:i, alive, 600 days
1609.6
TCGA-B0-5702-01A
71 years, male, white, stage:i, alive, 2172 days
1591.4
TCGA-P4-A5EB-01A
83 years, male, white, stage:i, alive, 3015 days
1574.4
TCGA-DZ-6134-01A
69 years, male, white, stage:i, alive, 1856 days
1569.3
TCGA-B0-5400-01A
59 years, female, white, stage:iii, alive, 1733 days
1563.6
TCGA-UZ-A9PO-01A
80 years, male, white, stage:i, alive, 1911 days
1562.1
TCGA-KO-8407-01A
42 years, male, white, stage:ii, alive, 2820 days
1550.1
TCGA-KL-8329-01A
57 years, female, asian, stage:i, alive, 2752 days
1538.7
TCGA-5P-A9JW-01A
64 years, male, white, alive, 3241 days
1529.8
TCGA-2Z-A9J2-01A
71 years, female, white, stage:i, alive, 1795 days
1529.4
TCGA-2Z-A9JO-01A
56 years, female, black or african american, stage:i, alive, 949 days
1527.0
TCGA-KL-8340-01A
34 years, male, white, stage:ii, alive, 2024 days
1524.9
TCGA-5P-A9KH-01A
77 years, male, white, alive, 2051 days
1498.4
TCGA-BQ-7062-01A
64 years, male, black or african american, stage:i, alive, 116 days
1497.8
TCGA-BP-5182-01A
56 years, male, white, stage:i, alive, 1165 days
1486.5
TCGA-F9-A8NY-01A
38 years, female, asian, stage:iv, alive, 36 days
1480.7
TCGA-5P-A9KE-01A
70 years, male, white, alive, 824 days
1478.5
TCGA-KL-8330-01A
44 years, female, black or african american, stage:ii, alive, 3304 days
1477.7
TCGA-KO-8408-01A
47 years, male, white, stage:iii, dead, 507 days
1476.0
TCGA-KO-8417-01A
30 years, female, white, stage:i, alive, 2815 days
1464.2
TCGA-MH-A560-01A
62 years, male, white, stage:i, alive, 924 days
1461.0
TCGA-DW-7838-01A
66 years, male, white, stage:i, alive, 744 days
1441.0
TCGA-A4-A6HP-01A
66 years, male, white, stage:i, alive, 379 days
1440.4
TCGA-KN-8434-01A
65 years, female, white, stage:ii, alive, 1797 days
1439.0
TCGA-KL-8323-01A
57 years, female, white, stage:iii, dead, 1158 days
1431.6
TCGA-A4-A5Y1-01A
75 years, male, white, stage:iii, dead, 395 days
1420.4
TCGA-KM-8476-01A
47 years, male, white, stage:i, alive, 3745 days
1419.0
TCGA-5P-A9JZ-01A
51 years, female, white, alive, 2744 days
1418.0
TCGA-V9-A7HT-01A
67 years, male, black or african american, stage:ii, alive, 965 days
1396.6
TCGA-KN-8421-01A
48 years, female, white, stage:ii, alive, 2674 days
1386.8
TCGA-KL-8325-01A
56 years, female, white, stage:ii, dead, 725 days
1366.7
TCGA-B8-A54E-01A
62 years, female, black or african american, stage:i, alive, 909 days
1366.0
TCGA-DW-7963-01B
43 years, male, black or african american, stage:i, alive, 1240 days
1358.0
TCGA-KN-8431-01A
35 years, female, stage:ii, alive, 588 days
1342.6
TCGA-KL-8334-01A
37 years, female, white, stage:iii, alive, 2949 days
1342.6
TCGA-KM-8439-01A
30 years, male, white, stage:i, alive, 708 days
1341.5
TCGA-A3-3357-01A
62 years, male, white, stage:ii, alive, 2688 days
1338.0
TCGA-P4-AAVM-01A
69 years, male, white, stage:i, alive, 1539 days
1337.9
TCGA-KO-8403-01A
49 years, male, white, stage:i, alive, 3208 days
1336.2
TCGA-MH-A562-01A
57 years, male, black or african american, stage:i, alive, 616 days
1324.5
TCGA-BP-4801-01A
57 years, male, white, stage:i, alive, 1124 days
1324.4
TCGA-KL-8341-01A
41 years, male, asian, stage:iv, dead, 754 days
1323.3
TCGA-KM-8477-01A
56 years, male, white, stage:i, alive, 1553 days
1320.8
TCGA-F9-A97G-01A
79 years, male, asian, stage:iii, alive, 13 days
1314.5
TCGA-KL-8343-01A
72 years, male, white, stage:iii, dead, 2172 days
1309.6
TCGA-CJ-4635-01A
48 years, male, white, stage:i, alive, 1416 days
1309.1
TCGA-KN-8424-01A
42 years, female, white, stage:i, alive, 1983 days
1307.9
TCGA-B0-5075-01A
77 years, female, white, stage:iii, dead, 637 days
1302.4
TCGA-CZ-5468-01A
84 years, male, white, stage:iv, dead, 59 days
1301.7
TCGA-2Z-A9J1-01A
71 years, male, white, stage:i, alive, 2298 days
1300.0
TCGA-G6-A8L7-01A
81 years, female, black or african american, stage:i, alive, 2133 days
1299.3
TCGA-KN-8437-01A
42 years, female, white, stage:i, alive, 3068 days
1298.3
TCGA-KN-8418-01A
41 years, female, white, stage:ii, alive, 3935 days
1290.7
TCGA-B3-8121-01A
48 years, female, black or african american, stage:i, alive, 379 days
1286.6
TCGA-F9-A7VF-01A
75 years, female, white, stage:i, alive, 73 days
1281.3
TCGA-KN-8426-01A
50 years, male, white, stage:iv, alive, 108 days
1280.3
TCGA-CJ-4890-01A
72 years, male, white, stage:iv, alive, 3519 days
1267.5
TCGA-KL-8324-01A
67 years, female, white, stage:ii, alive, 4676 days
1264.3
TCGA-CZ-5466-01A
67 years, male, stage:iii, alive, 685 days
1259.9
TCGA-HE-A5NK-01A
82 years, male, alive, 2228 days
1259.8
TCGA-KN-8432-01A
86 years, female, white, stage:ii, alive, 76 days
1257.2
TCGA-P4-A5E6-01A
67 years, male, black or african american, stage:iii, alive, 3035 days
1250.4
TCGA-BQ-7060-01A
53 years, male, american indian or alaska native, stage:i, alive, 214 days
1249.4
TCGA-KO-8416-01A
41 years, male, white, stage:iii, alive, 2752 days
1249.1
TCGA-B9-5156-01A
51 years, male, white, alive, 1338 days
1248.1
TCGA-KM-8440-01A
37 years, male, black or african american, stage:iii, alive, 1366 days
1244.8
TCGA-KL-8337-01A
26 years, male, black or african american, stage:ii, alive, 1364 days
1242.7
TCGA-HE-7130-01A
female, stage:iii, alive, 1770 days
1242.2
TCGA-KN-8435-01A
59 years, male, white, stage:ii, alive, 3498 days
1239.9
TCGA-A4-8310-01A
58 years, male, white, stage:iii, alive, 780 days
1227.1
TCGA-A4-7585-01A
67 years, male, white, stage:iii, dead, 1070 days
1224.6
TCGA-2Z-A9JR-01A
57 years, male, white, stage:i, alive, 161 days
1217.8
TCGA-KO-8410-01A
74 years, female, white, stage:i, alive, 3136 days
1199.6
TCGA-A3-3328-01A
79 years, male, white, stage:i, alive, 1385 days
1195.0
TCGA-KN-8429-01A
38 years, female, white, stage:iii, alive, 2650 days
1189.8
TCGA-5P-A9K3-01A
59 years, male, white, dead, 471 days
1181.1
TCGA-KM-8438-01A
45 years, female, white, stage:ii, alive, 4622 days
1180.6
TCGA-KN-8419-01A
43 years, male, black or african american, stage:ii, alive, 714 days
1174.9
TCGA-Y8-A897-01A
68 years, female, white, stage:i, alive, 549 days
1170.2
TCGA-B9-A44B-01A
70 years, male, black or african american, stage:iii, alive, 361 days
1163.9
TCGA-AK-3425-01A
68 years, male, white, stage:i, alive, 3343 days
1152.3
TCGA-KN-8423-01A
44 years, male, white, stage:i, alive, 788 days
1144.4
TCGA-BP-5180-01A
53 years, male, white, stage:i, alive, 2263 days
1143.6
TCGA-5P-A9K6-01A
64 years, male, white, alive, 1914 days
1142.5
TCGA-P4-AAVK-01A
74 years, male, white, stage:iii, alive, 1590 days
1128.5
TCGA-CZ-5454-01A
63 years, male, white, stage:iv, dead, 722 days
1125.6
TCGA-J7-8537-01A
37 years, female, asian, stage:iii, dead, 321 days
1119.4
TCGA-BQ-7050-01A
53 years, female, white, stage:i, alive, 1864 days
1112.0
TCGA-B0-5117-01A
40 years, male, white, stage:i, alive, 1608 days
1111.0
TCGA-BQ-7055-01A
73 years, male, white, stage:i, alive, 799 days
1101.7
TCGA-B1-A47M-01A
79 years, male, black or african american, stage:iii, alive, 659 days
1101.0
TCGA-5P-A9K0-01A
75 years, male, white, alive, 677 days
1100.8
TCGA-AK-3445-01A
69 years, male, white, stage:iii, alive, 2392 days
1080.0
TCGA-CJ-5689-01A
90 years, male, white, stage:i, dead, 1620 days
1065.2
TCGA-BQ-5875-01A
66 years, female, white, stage:iii, alive, 2639 days
1064.1
TCGA-B9-A69E-01A
71 years, male, white, stage:iii, alive, 452 days
1060.4
TCGA-B8-4621-01A
63 years, male, black or african american, stage:i, alive, 788 days
1057.1
TCGA-B1-A47O-01A
54 years, female, white, stage:i, alive, 842 days
1045.6
TCGA-B2-4098-01A
72 years, female, black or african american, stage:i, dead, 51 days
1044.3
TCGA-B8-5546-01A
38 years, female, black or african american, stage:i, alive, 505 days
1030.7
TCGA-A4-A5XZ-01A
65 years, female, white, stage:ii, alive, 479 days
1027.9
TCGA-AK-3436-01A
40 years, male, white, stage:iv, alive, 3331 days
1018.6
TCGA-G7-6796-01A
58 years, male, white, stage:i, alive, 2173 days
1018.5
TCGA-B9-4117-01A
48 years, female, black or african american, alive, 14 days
1011.3
TCGA-P4-AAVO-01A
69 years, male, white, stage:i, alive, 2400 days
999.0
TCGA-CJ-5681-01A
44 years, female, white, stage:iv, dead, 552 days
992.1
TCGA-AK-3443-01A
45 years, male, white, stage:ii, alive, 1423 days
987.2
TCGA-B1-A657-01A
54 years, male, white, stage:i, alive, 641 days
986.3
TCGA-UZ-A9Q1-01A
88 years, female, white, stage:i, alive, 1562 days
983.0
TCGA-BQ-7048-01A
64 years, male, white, stage:iii, alive, 2839 days
981.7
TCGA-G7-6790-01A
57 years, male, white, stage:i, alive, 1575 days
978.9
TCGA-UZ-A9PK-01A
71 years, male, white, stage:i, alive, 3571 days
974.2
TCGA-BQ-7051-01A
74 years, male, white, stage:ii, alive, 1533 days
971.5
TCGA-BQ-5880-01A
79 years, male, white, stage:iii, dead, 1314 days
969.6
TCGA-CJ-4895-01A
62 years, male, white, stage:iv, dead, 1200 days
966.4
TCGA-CZ-5985-01A
58 years, male, white, stage:ii, alive, 1997 days
966.2
TCGA-B0-5094-01A
62 years, male, white, stage:iv, dead, 333 days
965.0
TCGA-2Z-A9J6-01A
61 years, male, white, stage:i, alive, 1731 days
964.6
TCGA-B0-4694-01A
72 years, male, white, stage:iii, dead, 106 days
962.6
TCGA-MH-A561-01A
66 years, male, white, stage:i, alive, 841 days
961.2
TCGA-BQ-5889-01A
63 years, male, white, stage:iv, dead, 329 days
952.5
TCGA-CJ-4873-01A
85 years, female, white, stage:iii, alive, 2259 days
951.9
TCGA-A4-7828-01A
74 years, female, black or african american, stage:i, alive, 238 days
951.7
TCGA-A3-3346-01A
68 years, male, white, stage:i, dead, 137 days
950.0
TCGA-2Z-A9JQ-01A
66 years, male, white, stage:i, alive, 778 days
947.7
TCGA-SX-A71V-01A
80 years, male, white, stage:i, alive, 876 days
933.7
TCGA-KO-8409-01A
69 years, male, white, stage:ii, alive, 3180 days
928.9
TCGA-B0-5088-01A
53 years, male, white, stage:i, dead, 563 days
928.5
TCGA-B4-5835-01A
64 years, female, white, stage:i, alive, 16 days
927.2
TCGA-KL-8333-01A
69 years, male, white, stage:ii, alive, 2991 days
926.5
TCGA-G7-6795-01A
56 years, male, white, stage:i, alive, 1194 days
926.4
TCGA-A4-A57E-01A
59 years, male, white, stage:iv, dead, 258 days
925.2
TCGA-BP-4967-01A
76 years, male, white, stage:iii, alive, 205 days
923.8
TCGA-6D-AA2E-01A
68 years, female, black or african american, stage:i, alive, 362 days
920.6
TCGA-Y8-A8RY-01A
63 years, male, white, stage:i, alive, 769 days
919.6
TCGA-2Z-A9JE-01A
59 years, male, white, stage:i, alive, 1728 days
917.8
TCGA-BP-4959-01A
49 years, male, white, stage:i, alive, 2660 days
915.8
TCGA-A3-3382-01A
69 years, male, white, stage:i, alive, 574 days
915.7
TCGA-5P-A9JV-01A
49 years, male, white, alive, 2043 days
915.6
TCGA-UZ-A9PN-01A
54 years, male, white, stage:iii, dead, 1136 days
911.5
TCGA-GL-8500-01A
63 years, male, white, stage:i, alive, 841 days
904.1
TCGA-BP-5191-01A
80 years, male, white, stage:iii, alive, 967 days
903.2
TCGA-2Z-A9JM-01A
28 years, male, white, stage:i, alive, 934 days
902.8
TCGA-B1-7332-01A
61 years, female, black or african american, stage:ii, alive, 1141 days
902.6
TCGA-KM-8442-01A
38 years, male, stage:ii, alive, 1437 days
901.8
TCGA-AL-7173-01A
72 years, female, white, stage:iv, alive, 2060 days
899.6
TCGA-G6-A5PC-01A
54 years, female, black or african american, stage:iv, dead, 242 days
897.2
TCGA-A4-8517-01A
71 years, male, white, stage:i, alive, 597 days
896.6
TCGA-AK-3456-01A
48 years, male, black or african american, stage:ii, alive, 1143 days
893.8
TCGA-B9-7268-01A
59 years, male, white, stage:ii, alive, 671 days
893.1
TCGA-BQ-5892-01A
51 years, male, white, stage:i, alive, 364 days
891.8
TCGA-B0-5694-01A
71 years, male, white, stage:iii, dead, 480 days
891.4
TCGA-HE-A5NL-01A
51 years, male, stage:i, alive, 767 days
884.7
TCGA-CJ-5671-01A
51 years, male, white, stage:i, alive, 3987 days
882.0
TCGA-KO-8404-01A
78 years, male, white, stage:iv, dead, 325 days
880.5
TCGA-MH-A855-01A
52 years, female, black or african american, stage:ii, alive, 369 days
877.5
TCGA-CJ-4888-01A
59 years, male, white, stage:iv, dead, 1567 days
876.2
TCGA-BP-4177-01A
65 years, male, white, stage:i, alive, 1670 days
874.4
TCGA-A4-8516-01A
62 years, male, white, stage:iii, alive, 23 days
874.3
TCGA-MH-A854-01A
62 years, female, black or african american, stage:i, alive, 536 days
868.4
TCGA-BP-4176-01A
64 years, male, white, stage:i, alive, 1955 days
867.0
TCGA-KL-8331-01A
48 years, female, white, stage:ii, alive, 3010 days
866.7
TCGA-BP-4768-01A
72 years, female, white, stage:i, alive, 400 days
865.7
TCGA-B9-A5W7-01A
47 years, male, black or african american, stage:i, alive, 585 days
865.2
TCGA-SX-A71U-01A
57 years, male, white, stage:i, alive, 1357 days
862.2
TCGA-B0-5707-01A
39 years, female, white, stage:i, alive, 3744 days
860.3
TCGA-CJ-6031-01A
54 years, male, white, stage:i, alive, 1906 days
858.8
TCGA-GL-A59T-01A
46 years, male, white, stage:i, alive, 546 days
858.6
TCGA-HE-A5NH-01A
62 years, male, stage:i, alive, 791 days
855.6
TCGA-BP-4797-01A
34 years, male, white, stage:iii, alive, 1107 days
855.4
TCGA-BQ-7044-01A
73 years, male, white, stage:iii, alive, 3760 days
850.4
TCGA-G7-6793-01A
60 years, female, white, stage:iv, dead, 336 days
847.5
TCGA-HE-A5NI-01A
73 years, male, stage:i, alive, 360 days
843.7
TCGA-SX-A7SO-01A
64 years, male, white, stage:i, alive, 1257 days
840.5
TCGA-BQ-5888-01A
74 years, female, white, stage:i, alive, 403 days
838.3
TCGA-BP-4756-01A
63 years, female, asian, stage:i, alive, 374 days
836.0
TCGA-BQ-5891-01A
57 years, female, white, stage:iii, alive, 29 days
834.4
TCGA-PJ-A5Z9-01A
80 years, female, white, stage:i, alive, 540 days
833.8
TCGA-BP-5183-01A
57 years, male, white, stage:iii, alive, 1291 days
833.7
TCGA-BP-4962-01A
58 years, male, white, stage:ii, alive, 1785 days
833.1
TCGA-CZ-5987-01A
60 years, male, white, stage:iv, dead, 445 days
824.3
TCGA-DV-A4VZ-01A
53 years, male, black or african american, stage:i, alive, 365 days
823.1
TCGA-A3-3378-01A
60 years, male, white, stage:i, alive, 630 days
822.7
TCGA-CW-6090-01A
68 years, male, white, stage:i, alive, 2552 days
822.3
TCGA-GL-A9DE-01A
74 years, male, black or african american, stage:i, alive, 496 days
818.0
TCGA-Y8-A8RZ-01A
55 years, male, white, stage:i, alive, 112 days
814.5
TCGA-B8-5551-01A
65 years, female, black or african american, stage:i, alive, 16 days
805.5
TCGA-AK-3426-01A
37 years, male, white, stage:iii, dead, 885 days
802.3
TCGA-BP-4167-01A
60 years, male, white, stage:iii, alive, 2718 days
799.6
TCGA-BQ-5886-01A
75 years, male, white, stage:iii, alive, 792 days
797.5
TCGA-B9-A8YH-01A
52 years, male, black or african american, stage:i, alive, 532 days
793.6
TCGA-GL-A59R-01A
79 years, male, white, stage:iii, alive, 378 days
791.6
TCGA-UZ-A9PS-01A
62 years, female, black or african american, stage:ii, alive, 2167 days
786.1
TCGA-5P-A9K4-01A
54 years, male, white, alive, 2184 days
785.3
TCGA-2Z-A9JS-01A
74 years, male, white, stage:i, dead, 492 days
783.0
TCGA-4A-A93X-01A
58 years, male, white, stage:iv, alive, 390 days
781.7
TCGA-A3-3347-01A
76 years, female, white, stage:iii, dead, 1610 days
781.4
TCGA-BP-5195-01A
75 years, male, white, stage:i, alive, 749 days
777.9
TCGA-P4-AAVL-01A
85 years, male, white, stage:iii, dead, 487 days
774.4
TCGA-AK-3433-01A
48 years, female, white, stage:ii, alive, 3409 days
773.8
TCGA-KV-A6GE-01A
65 years, male, white, stage:i, alive, 885 days
773.3
TCGA-5P-A9KF-01A
53 years, male, white, alive, 845 days
772.3
TCGA-B9-4113-01A
64 years, male, black or african american, stage:i, dead, 1536 days
770.4
TCGA-DW-5560-01A
38 years, female, white, stage:i, alive, 1486 days
770.2
TCGA-IZ-8195-01A
82 years, male, white, stage:ii, alive, 677 days
769.0
TCGA-B8-5162-01A
63 years, male, white, stage:ii, alive, 36 days
766.5
TCGA-Y8-A895-01A
74 years, male, white, stage:i, alive, 484 days
765.8
TCGA-PJ-A5Z8-01A
60 years, female, white, stage:i, alive, 600 days
764.1
TCGA-B0-5696-01A
70 years, male, white, stage:iii, alive, 2609 days
763.4
TCGA-EU-5905-01A
67 years, female, white, stage:i, alive, 119 days
762.2
TCGA-BQ-5890-01A
69 years, male, white, stage:iii, alive, 233 days
762.0
TCGA-SX-A7SR-01A
66 years, male, white, stage:ii, alive, 805 days
760.8
TCGA-GL-A9DC-01A
66 years, female, white, stage:i, alive, 392 days
760.5
TCGA-A3-3363-01A
50 years, male, asian, stage:ii, alive, 319 days
758.6
TCGA-B1-A654-01A
43 years, female, black or african american, stage:i, alive, 616 days
756.6
TCGA-CJ-4891-01A
57 years, female, white, stage:iii, dead, 819 days
756.5
TCGA-A4-7996-01A
61 years, female, white, stage:i, alive, 506 days
753.4
TCGA-CJ-5678-01A
62 years, male, black or african american, stage:iv, dead, 574 days
752.5
TCGA-BP-5009-01A
52 years, male, white, stage:i, dead, 1092 days
750.4
TCGA-DW-7840-01A
60 years, male, black or african american, stage:i, alive, 114 days
748.0
TCGA-BP-5169-01A
70 years, male, white, stage:i, alive, 193 days
744.8
TCGA-IA-A40U-01A
56 years, male, white, stage:iii, alive, 511 days
744.0
TCGA-CJ-4868-01A
42 years, male, white, stage:iv, dead, 646 days
743.9
TCGA-BP-4795-01A
74 years, female, white, stage:i, alive, 620 days
741.4
TCGA-2Z-A9JD-01A
66 years, male, white, stage:i, alive, 1060 days
740.7
TCGA-AS-3777-01A
63 years, male, white, stage:i, alive, 1238 days
738.4
TCGA-BQ-7061-01A
84 years, female, white, stage:i, alive, 218 days
736.9
TCGA-DW-7834-01A
53 years, male, white, stage:i, alive, 3950 days
731.3
TCGA-B0-4823-01A
88 years, male, white, stage:i, dead, 454 days
730.2
TCGA-BP-4807-01A
42 years, male, white, stage:i, alive, 211 days
729.7
TCGA-BP-4972-01A
43 years, female, white, stage:iii, alive, 1502 days
726.3
TCGA-5P-A9K8-01A
51 years, female, white, alive, 1309 days
722.7
TCGA-MM-A84U-01A
58 years, female, black or african american, stage:i, alive, 700 days
722.3
TCGA-5P-A9JY-01A
79 years, male, white, dead, 1508 days
722.2
TCGA-P4-A5ED-01A
51 years, male, white, stage:i, alive, 2816 days
720.2
TCGA-B0-5692-01A
66 years, female, white, stage:iii, alive, 3944 days
714.6
TCGA-BQ-5893-01A
61 years, male, white, stage:iv, dead, 241 days
713.1
TCGA-EV-5902-01A
58 years, male, white, stage:i, alive, 578 days
712.7
TCGA-KL-8344-01A
51 years, male, white, stage:iii, alive, 876 days
709.3
TCGA-BP-4761-01A
57 years, male, white, stage:iii, alive, 182 days
706.6
TCGA-A4-A5Y0-01A
61 years, female, white, stage:i, alive, 252 days
704.2
TCGA-BP-4804-01A
59 years, male, white, stage:i, alive, 1459 days
704.1
TCGA-WN-A9G9-01A
male, white, stage:i, alive, 791 days
704.1
TCGA-BQ-7058-01A
81 years, male, white, stage:iii, dead, 343 days
703.7
TCGA-B8-5549-01A
53 years, male, white, stage:i, alive, 194 days
702.9
TCGA-CW-5591-01A
56 years, male, white, stage:iv, alive, 2271 days
701.6
TCGA-CJ-4885-01A
64 years, male, white, stage:iv, alive, 3451 days
695.2
TCGA-B0-4834-01A
49 years, male, white, stage:i, dead, 2090 days
693.2
TCGA-BP-5175-01A
60 years, male, white, stage:i, alive, 932 days
692.8
TCGA-KL-8345-01A
75 years, male, white, stage:iii, alive, 1665 days
691.7
TCGA-BP-4760-01A
69 years, male, black or african american, stage:i, alive, 2361 days
690.3
TCGA-B1-A655-01A
77 years, female, white, stage:i, alive, 510 days
687.7
TCGA-B0-4712-01A
76 years, male, white, stage:iv, dead, 1337 days
685.5
TCGA-J7-6720-01A
42 years, male, asian, stage:i, alive, 388 days
684.2
TCGA-BQ-5882-01A
54 years, male, stage:iii, dead, 658 days
672.7
TCGA-B0-5120-01A
72 years, female, white, stage:i, alive, 1169 days
672.0
TCGA-BP-4769-01A
63 years, male, white, stage:i, alive, 1876 days
671.8
TCGA-CJ-4871-01A
63 years, male, white, stage:iv, alive, 2423 days
671.1
TCGA-KL-8328-01A
60 years, male, white, stage:ii, alive, 3127 days
670.1
TCGA-5P-A9K2-01A
62 years, male, white, alive, 2392 days
667.2
TCGA-B3-3925-01A
52 years, male, white, stage:iii, alive, 1029 days
667.1
TCGA-KL-8346-01A
62 years, male, white, stage:ii, alive, 1897 days
667.0
TCGA-B0-5701-01A
65 years, male, white, stage:iii, alive, 2461 days
665.3
TCGA-MH-A55W-01A
50 years, male, black or african american, stage:i, alive, 1043 days
663.0
TCGA-A4-A4ZT-01A
71 years, female, white, stage:i, alive, 516 days
662.3
TCGA-IA-A40X-01A
49 years, female, black or african american, stage:i, alive, 608 days
661.4
TCGA-BP-5174-01A
45 years, female, white, stage:i, alive, 2257 days
659.2
TCGA-CJ-5680-01A
65 years, female, white, stage:iv, dead, 768 days
657.5
TCGA-B0-4837-01A
63 years, male, white, stage:i, dead, 1378 days
657.3
TCGA-DZ-6135-01A
45 years, male, stage:i, alive, 2269 days
657.0
TCGA-BP-5198-01A
72 years, male, white, stage:iii, alive, 603 days
656.0
TCGA-5P-A9KC-01A
51 years, female, white, alive, 377 days
655.8
TCGA-CJ-6033-01A
54 years, female, white, stage:iv, dead, 224 days
653.4
TCGA-P4-A5E7-01A
74 years, female, white, stage:i, alive, 2649 days
650.7
TCGA-B8-A54I-01A
48 years, male, black or african american, stage:i, alive, 150 days
649.5
TCGA-DW-7837-01A
43 years, male, black or african american, stage:i, alive, 1142 days
649.4
TCGA-CJ-5672-01A
84 years, male, white, stage:i, dead, 2190 days
648.8
TCGA-B9-A5W9-01A
40 years, male, white, stage:i, alive, 5 days
647.0
TCGA-KL-8327-01A
46 years, female, white, stage:i, alive, 4169 days
645.4
TCGA-CJ-5675-01A
70 years, male, white, stage:ii, alive, 3936 days
644.9
TCGA-A3-3383-01A
52 years, male, white, stage:i, alive, 861 days
643.7
TCGA-A3-A6NI-01A
47 years, male, black or african american, stage:i, alive, 1018 days
641.6
TCGA-CZ-4856-01A
62 years, female, white, stage:i, alive, 18 days
641.3
TCGA-SX-A7SQ-01A
48 years, male, white, stage:i, alive, 1266 days
638.0
TCGA-BP-4994-01A
54 years, male, white, stage:i, alive, 1308 days
637.4
TCGA-B0-5700-01A
77 years, male, white, stage:i, alive, 1790 days
636.4
TCGA-BQ-5879-01A
32 years, female, white, stage:iii, dead, 697 days
635.8
TCGA-CJ-6027-01A
77 years, male, white, stage:i, dead, 3615 days
633.5
TCGA-G7-6797-01A
46 years, male, white, stage:iii, alive, 765 days
633.2
TCGA-BP-4777-01A
46 years, male, white, stage:i, alive, 1731 days
631.9
TCGA-DW-7841-01A
61 years, male, black or african american, stage:i, alive, 445 days
630.1
TCGA-B8-A54G-01A
50 years, male, black or african american, stage:i, alive, 53 days
628.4
TCGA-A4-7583-01A
60 years, male, black or african american, stage:i, alive, 3 days
628.0
TCGA-BP-4803-01A
79 years, male, white, stage:iii, alive, 204 days
627.6
TCGA-CJ-4887-01A
48 years, male, white, stage:iv, dead, 932 days
626.9
TCGA-3Z-A93Z-01A
69 years, male, black or african american, stage:i, alive, 385 days
626.8
TCGA-CJ-4644-01A
48 years, female, white, stage:iv, dead, 336 days
621.4
TCGA-BP-4337-01A
76 years, female, white, stage:iii, dead, 2 days
618.8
TCGA-B8-A54K-01A
61 years, male, black or african american, stage:i, alive, 469 days
617.7
TCGA-BP-5176-01A
78 years, female, white, stage:i, dead, 1590 days
615.0
TCGA-B3-4103-01A
56 years, male, white, stage:i, alive, 930 days
613.8
TCGA-B0-5697-01A
50 years, male, white, stage:i, alive, 2630 days
612.9
TCGA-2Z-A9JL-01A
47 years, male, black or african american, stage:i, alive, 1006 days
612.6
TCGA-B8-A54D-01A
69 years, male, black or african american, stage:iii, alive, 830 days
611.9
TCGA-UZ-A9PL-01A
59 years, male, white, stage:ii, alive, 3152 days
611.8
TCGA-BP-5189-01A
60 years, male, white, stage:i, dead, 822 days
611.3
TCGA-A4-7915-01A
35 years, female, black or african american, stage:ii, alive, 7 days
610.8
TCGA-IA-A83W-01A
70 years, male, white, stage:i, dead, 2043 days
608.8
TCGA-CJ-6030-01A
66 years, male, white, stage:i, dead, 2299 days
608.3
TCGA-B9-4115-01A
53 years, male, black or african american, stage:i, alive, 803 days
607.7
TCGA-B8-5164-01A
65 years, male, white, stage:iii, alive, 26 days
607.1
TCGA-UZ-A9Q0-01A
60 years, male, white, stage:i, alive, 3368 days
606.4
TCGA-CJ-4638-01A
46 years, female, white, stage:iv, dead, 431 days
606.0
TCGA-B0-5108-01A
54 years, male, white, stage:iii, alive, 1782 days
604.9
TCGA-AK-3427-01A
65 years, male, white, stage:i, alive, 3583 days
603.7
TCGA-B8-4619-01A
58 years, male, white, stage:i, alive, 523 days
603.5
TCGA-KM-8443-01A
58 years, male, white, stage:ii, alive, 1520 days
602.0
TCGA-BP-5170-01A
55 years, male, white, stage:i, alive, 2412 days
601.6
TCGA-BP-4338-01A
43 years, male, white, stage:i, alive, 2859 days
600.8
TCGA-A3-3335-01A
41 years, male, white, stage:ii, alive, 1886 days
598.7
TCGA-SX-A7SN-01A
52 years, male, white, stage:i, alive, 578 days
598.2
TCGA-SX-A71R-01A
51 years, male, white, stage:i, alive, 1457 days
597.7
TCGA-BP-4766-01A
43 years, female, white, stage:i, alive, 1462 days
596.3
TCGA-AK-3451-01A
48 years, male, white, stage:ii, alive, 2868 days
593.4
TCGA-A3-A8OV-01A
75 years, male, black or african american, stage:i, alive, 340 days
591.1
TCGA-MH-A55Z-01A
65 years, male, black or african american, stage:i, alive, 845 days
589.9
TCGA-UZ-A9PQ-01A
59 years, male, black or african american, stage:iii, dead, 2624 days
589.1
TCGA-KL-8335-01A
68 years, male, white, stage:iii, alive, 2815 days
588.9
TCGA-A4-8630-01A
59 years, female, white, stage:i, alive, 436 days
588.6
TCGA-2Z-A9J9-01A
77 years, male, black or african american, stage:i, alive, 2294 days
588.0
TCGA-B0-4848-01A
54 years, male, white, stage:iii, dead, 883 days
585.8
TCGA-EV-5903-01A
57 years, male, white, stage:i, alive, 757 days
583.9
TCGA-BQ-5885-01A
63 years, male, white, stage:iii, alive, 921 days
581.4
TCGA-B0-5116-01A
53 years, male, white, stage:iii, alive, 1274 days
580.5
TCGA-BP-4353-01A
61 years, male, white, stage:i, dead, 375 days
579.7
TCGA-AL-3473-01A
55 years, male, white, stage:ii, alive, 1906 days
578.2
TCGA-G7-7501-01A
55 years, female, black or african american, stage:iii, dead, 624 days
575.3
TCGA-DV-5567-01A
40 years, female, black or african american, stage:i, alive, 2004 days
574.2
TCGA-2Z-A9JJ-01A
69 years, female, white, stage:i, alive, 1213 days
573.6
TCGA-B0-5096-01A
72 years, female, white, stage:iii, dead, 68 days
570.7
TCGA-B0-4827-01A
77 years, female, white, stage:iii, dead, 885 days
569.5
TCGA-A4-A5DU-01A
45 years, female, white, stage:i, alive, 496 days
569.1
TCGA-MM-A563-01A
41 years, male, black or african american, alive, 591 days
568.7
TCGA-2Z-A9JG-01A
64 years, male, white, stage:i, alive, 1662 days
567.6
TCGA-CJ-4907-01A
58 years, male, white, stage:iii, alive, 1499 days
563.4
TCGA-5P-A9KA-01A
61 years, male, white, alive, 395 days
562.5
TCGA-DV-5574-01A
37 years, male, white, stage:i, alive, 2016 days
562.1
TCGA-UZ-A9PZ-01A
65 years, male, white, stage:iii, alive, 657 days
561.7
TCGA-HE-7129-01A
male, stage:ii, alive, 2492 days
558.7
TCGA-2Z-A9J7-01A
63 years, male, white, stage:iv, dead, 139 days
554.9
TCGA-BP-4977-01A
57 years, male, white, stage:i, alive, 454 days
553.9
TCGA-UZ-A9PU-01A
77 years, male, white, stage:i, dead, 933 days
552.2
TCGA-CW-6087-01A
61 years, male, white, stage:iv, dead, 41 days
551.1
TCGA-DW-5561-01A
51 years, male, black or african american, stage:i, alive, 414 days
551.0
TCGA-CZ-4860-01A
60 years, male, white, stage:iv, dead, 206 days
551.0
TCGA-A3-3373-01A
54 years, female, white, stage:i, alive, 1621 days
550.7
TCGA-DZ-6133-01A
66 years, female, white, stage:i, dead, 1557 days
549.7
TCGA-EV-5901-01A
47 years, female, white, stage:i, alive, 1040 days
549.4
TCGA-B0-4815-01A
65 years, male, white, stage:iii, dead, 1588 days
549.1
TCGA-CZ-5456-01A
57 years, male, white, stage:ii, alive, 2422 days
548.6
TCGA-BP-4782-01A
55 years, female, white, stage:i, alive, 354 days
548.6
TCGA-B8-5158-01A
56 years, male, white, stage:iii, alive, 1218 days
548.2
TCGA-T7-A92I-01A
47 years, female, black or african american, stage:i, alive, 356 days
548.0
TCGA-A4-7288-01A
71 years, female, white, alive, 1857 days
547.9
TCGA-CZ-5470-01A
72 years, female, stage:ii, alive, 386 days
547.7
TCGA-SX-A7SM-01A
60 years, male, black or african american, stage:iv, dead, 363 days
545.1
TCGA-G7-6792-01A
40 years, male, black or african american, stage:i, alive, 2765 days
542.5
TCGA-BP-5181-01A
58 years, female, white, stage:i, alive, 1495 days
540.3
TCGA-BP-5168-01A
75 years, male, white, stage:i, dead, 1463 days
537.0
TCGA-SX-A71W-01A
66 years, male, white, stage:i, alive, 1076 days
537.0
TCGA-A4-8098-01A
73 years, male, black or african american, stage:i, alive, 896 days
536.1
TCGA-BP-4352-01A
74 years, female, white, stage:iv, dead, 344 days
535.8
TCGA-BQ-5894-01A
42 years, male, stage:iv, alive, 84 days
534.6
TCGA-BP-4331-01A
52 years, male, white, stage:i, dead, 2454 days
532.2
TCGA-CZ-5452-01A
69 years, male, white, stage:ii, alive, 1789 days
531.5
TCGA-UZ-A9PX-01A
73 years, male, white, stage:i, alive, 1981 days
531.3
TCGA-2Z-A9J8-01A
50 years, male, white, stage:i, alive, 2790 days
529.9
TCGA-A3-3323-01A
53 years, male, white, stage:i, alive, 1106 days
529.2
TCGA-B0-4691-01A
55 years, male, white, stage:iv, dead, 139 days
527.7
TCGA-BP-4995-01A
68 years, male, white, stage:i, alive, 1371 days
523.7
TCGA-BP-4327-01A
75 years, female, white, stage:ii, dead, 109 days
521.2
TCGA-BP-4160-01A
67 years, male, white, stage:iii, alive, 2881 days
520.3
TCGA-KL-8326-01A
69 years, male, white, stage:iii, alive, 3322 days
518.9
TCGA-BP-4345-01A
62 years, male, white, stage:iii, alive, 1516 days
518.5
TCGA-CJ-4902-01A
61 years, male, white, stage:iii, alive, 1520 days
517.2
TCGA-B0-4836-01A
61 years, male, white, stage:iv, dead, 1238 days
516.8
TCGA-UZ-A9PV-01A
65 years, male, white, stage:i, alive, 1444 days
516.2
TCGA-CW-5589-01A
52 years, male, white, stage:i, alive, 2378 days
515.3
TCGA-AK-3465-01A
71 years, female, black or african american, stage:i, alive, 369 days
514.8
TCGA-CJ-4884-01A
72 years, female, white, stage:iii, alive, 1759 days
513.5
TCGA-A3-A6NJ-01A
57 years, female, black or african american, stage:i, alive, 468 days
511.5
TCGA-CJ-4636-01A
51 years, male, white, stage:iii, alive, 1924 days
510.8
TCGA-B3-A6W5-01A
43 years, male, black or african american, stage:i, alive, 309 days
508.6
TCGA-DV-5568-01A
26 years, male, white, stage:i, alive, 370 days
508.4
TCGA-BP-4963-01A
64 years, male, white, stage:i, alive, 1834 days
506.6
TCGA-B2-5641-01A
79 years, male, white, stage:i, alive, 656 days
505.2
TCGA-BP-4343-01A
64 years, male, white, stage:iii, dead, 1912 days
504.7
TCGA-B8-5550-01A
71 years, male, white, stage:iii, alive, 1476 days
504.3
TCGA-BP-4174-01A
49 years, male, white, stage:ii, alive, 1879 days
503.9
TCGA-B0-5077-01A
77 years, male, white, stage:i, dead, 1317 days
503.6
TCGA-UZ-A9PP-01A
60 years, male, white, stage:i, alive, 3010 days
501.7
TCGA-B8-4620-01A
70 years, female, white, stage:iii, alive, 777 days
500.9
TCGA-B0-4693-01A
73 years, female, white, stage:iii, dead, 77 days
500.8
TCGA-DW-7836-01A
55 years, male, white, stage:i, alive, 1093 days
500.4
TCGA-G7-7502-01A
83 years, male, white, stage:i, alive, 786 days
499.6
TCGA-CJ-4640-01A
49 years, male, white, stage:iii, alive, 3480 days
498.4
TCGA-B0-4810-01A
47 years, male, white, stage:iii, dead, 478 days
498.0
TCGA-BP-4784-01A
67 years, female, white, stage:i, alive, 1854 days
496.9
TCGA-CZ-4861-01A
63 years, male, white, stage:ii, dead, 446 days
494.6
TCGA-B9-4617-01A
41 years, male, black or african american, alive, 35 days
493.9
TCGA-B0-4713-01A
76 years, female, white, stage:iii, dead, 202 days
493.5
TCGA-A3-3343-01A
79 years, male, white, stage:ii, alive, 945 days
492.6
TCGA-CZ-5453-01A
67 years, male, white, stage:ii, dead, 2419 days
492.3
TCGA-B8-5552-01B
41 years, female, white, stage:i, alive, 1046 days
491.7
TCGA-SX-A71S-01A
66 years, female, white, stage:i, alive, 1504 days
490.8
TCGA-B0-4839-01A
80 years, female, white, stage:i, dead, 1639 days
489.2
TCGA-Y8-A8S0-01A
58 years, male, white, stage:i, alive, 183 days
487.9
TCGA-CJ-5683-01A
78 years, male, white, stage:i, alive, 1889 days
487.3
TCGA-KN-8428-01A
71 years, male, white, stage:ii, dead, 1590 days
487.2
TCGA-O9-A75Z-01A
44 years, male, white, stage:i, alive, 471 days
485.1
TCGA-CJ-5686-01A
59 years, female, white, stage:i, alive, 2038 days
484.3
TCGA-BP-5202-01A
75 years, male, white, stage:iii, alive, 29 days
483.8
TCGA-F9-A7Q0-01A
37 years, female, asian, stage:i, alive, 398 days
483.0
TCGA-UZ-A9PJ-01A
78 years, male, white, stage:i, dead, 797 days
483.0
TCGA-B0-5107-01A
65 years, female, white, stage:iv, dead, 927 days
482.9
TCGA-CW-5581-01A
44 years, male, white, stage:i, alive, 2799 days
482.2
TCGA-BP-4964-01A
55 years, female, white, stage:i, alive, 1862 days
481.2
TCGA-AK-3460-01A
58 years, male, white, stage:i, alive, 2508 days
480.9
TCGA-G6-A8L8-01A
62 years, female, black or african american, stage:i, dead, 1091 days
480.6
TCGA-CJ-4912-01A
61 years, male, white, stage:ii, alive, 1657 days
479.8
TCGA-BP-4781-01A
78 years, male, white, stage:i, alive, 2080 days
478.9
TCGA-DV-A4W0-01A
55 years, male, black or african american, stage:i, alive, 2470 days
477.6
TCGA-CZ-5467-01A
86 years, female, white, stage:iii, dead, 73 days
477.1
TCGA-AS-3778-01A
35 years, male, white, stage:i, alive, 43 days
477.0
TCGA-CZ-5451-01A
74 years, male, white, stage:ii, alive, 1929 days
476.7
TCGA-P4-A5E8-01A
57 years, male, white, stage:iii, dead, 1306 days
474.1
TCGA-A4-7584-01A
59 years, male, black or african american, stage:i, alive, 650 days
473.2
TCGA-G7-6789-01A
53 years, female, white, stage:iv, dead, 122 days
472.5
TCGA-A3-3316-01A
57 years, male, white, stage:ii, alive, 1493 days
472.4
TCGA-B0-5712-01A
68 years, female, black or african american, stage:iv, alive, 2722 days
471.8
TCGA-B0-4690-01A
65 years, male, white, stage:iv, dead, 43 days
471.6
TCGA-B0-5106-01A
64 years, male, white, stage:i, dead, 1598 days
470.6
TCGA-CZ-4862-01A
46 years, male, white, stage:i, alive, 3271 days
470.5
TCGA-CZ-4854-01A
68 years, male, white, stage:i, dead, 1404 days
470.4
TCGA-2Z-A9JK-01A
50 years, male, white, stage:iii, alive, 1186 days
470.1
TCGA-CJ-4889-01A
63 years, female, white, stage:i, alive, 1946 days
468.8
TCGA-AK-3450-01A
85 years, female, white, stage:i, alive, 1779 days
468.6
TCGA-CJ-4920-01A
64 years, female, white, stage:i, dead, 139 days
468.5
TCGA-G7-A4TM-01A
41 years, male, black or african american, stage:i, alive, 768 days
468.3
TCGA-CZ-5460-01A
55 years, male, white, stage:iv, alive, 2873 days
467.0
TCGA-B8-4622-01A
57 years, male, white, stage:iv, alive, 1525 days
466.6
TCGA-CZ-4866-01A
79 years, female, white, stage:i, alive, 3267 days
466.5
TCGA-CZ-5459-01A
63 years, male, white, stage:iii, alive, 1683 days
466.1
TCGA-CW-5587-01A
62 years, female, white, stage:iii, alive, 2226 days
462.7
TCGA-A4-7732-01A
55 years, male, black or african american, alive, 582 days
462.7
TCGA-B8-5159-01A
61 years, female, white, stage:i, alive, 722 days
462.6
TCGA-4A-A93W-01A
66 years, female, white, stage:i, alive, 4 days
457.8
TCGA-CJ-4870-01A
58 years, female, black or african american, stage:iii, alive, 1498 days
456.9
TCGA-CJ-4899-01A
42 years, male, asian, stage:i, alive, 1528 days
456.1
TCGA-B0-4699-01A
74 years, male, white, stage:iv, dead, 110 days
455.2
TCGA-B0-4700-01A
60 years, male, white, stage:iv, dead, 1980 days
454.6
TCGA-AL-3468-01A
74 years, male, white, stage:ii, dead, 2331 days
454.4
TCGA-F9-A4JJ-01A
35 years, female, black or african american, stage:iii, dead, 325 days
452.3
TCGA-B8-5545-01A
42 years, male, black or african american, stage:i, alive, 1525 days
452.1
TCGA-A3-3352-01A
male, white, stage:iii, dead, 561 days
452.0
TCGA-BQ-5878-01A
79 years, female, white, stage:iii, alive, 1938 days
451.9
TCGA-BQ-7049-01A
45 years, female, white, stage:i, dead, 1364 days
451.8
TCGA-BP-5000-01A
40 years, male, white, stage:i, alive, 563 days
450.0
TCGA-CZ-4853-01A
82 years, male, white, stage:i, alive, 774 days
450.0
TCGA-B2-5639-01A
46 years, male, white, stage:iv, dead, 1003 days
449.5
TCGA-A4-7997-01A
67 years, male, white, stage:i, alive, 927 days
447.7
TCGA-BP-4975-01A
40 years, male, white, stage:i, alive, 1433 days
446.1
TCGA-BP-4164-01A
51 years, female, white, stage:iii, dead, 992 days
445.9
TCGA-UZ-A9PR-01A
84 years, male, white, stage:i, alive, 2627 days
445.3
TCGA-B0-5095-01A
81 years, male, white, stage:iii, dead, 245 days
445.0
TCGA-G7-A8LC-01A
61 years, male, white, stage:i, alive, 702 days
444.7
TCGA-B0-5699-01A
53 years, male, white, stage:i, alive, 3841 days
444.6
TCGA-BQ-7053-01A
57 years, female, black or african american, stage:iii, alive, 1516 days
444.4
TCGA-CJ-6028-01A
58 years, male, white, stage:iv, dead, 1625 days
444.4
TCGA-Y8-A896-01A
62 years, male, white, stage:iii, alive, 567 days
444.2
TCGA-MW-A4EC-01A
73 years, female, black or african american, stage:i, alive, 498 days
443.9
TCGA-BP-4968-01A
40 years, male, white, stage:i, alive, 1746 days
440.4
TCGA-A3-3311-01A
58 years, male, stage:i, dead, 1191 days
437.9
TCGA-A3-3387-01A
49 years, male, white, stage:i, alive, 617 days
436.0
TCGA-KV-A74V-01A
40 years, male, white, stage:i, alive, 347 days
435.9
TCGA-B9-5155-01A
71 years, male, white, stage:iii, alive, 665 days
435.7
TCGA-BP-4790-01A
76 years, male, white, stage:i, dead, 1111 days
435.2
TCGA-CJ-4916-01A
69 years, female, white, stage:iii, alive, 1373 days
434.5
TCGA-AT-A5NU-01A
77 years, male, white, stage:i, alive, 67 days
433.7
TCGA-BP-4166-01A
69 years, male, white, stage:iii, alive, 13 days
431.9
TCGA-B0-4701-01A
66 years, female, white, stage:iv, dead, 238 days
431.8
TCGA-CJ-4900-01A
69 years, female, white, stage:iv, dead, 1714 days
431.3
TCGA-SX-A7SU-01A
47 years, male, stage:i, alive, 1331 days
431.1
TCGA-CJ-4881-01A
41 years, male, white, stage:iii, alive, 2014 days
429.2
TCGA-CJ-4903-01A
50 years, male, white, stage:i, alive, 1559 days
428.3
TCGA-DV-5573-01A
41 years, male, white, stage:i, alive, 1130 days
425.8
TCGA-BP-4759-01A
50 years, male, white, stage:i, alive, 2372 days
425.5
TCGA-BP-5200-01A
44 years, male, white, stage:ii, alive, 1063 days
425.3
TCGA-2Z-A9JI-01A
38 years, male, white, stage:iii, alive, 1567 days
420.5
TCGA-SX-A7SS-01A
67 years, male, white, stage:i, alive, 1615 days
419.8
TCGA-BP-4161-01A
74 years, male, white, stage:i, alive, 2746 days
419.5
TCGA-A3-3358-01A
57 years, female, white, stage:i, alive, 1307 days
416.5
TCGA-B8-4151-01A
51 years, female, white, stage:iii, alive, 1299 days
415.1
TCGA-CJ-4641-01A
55 years, female, white, stage:iv, dead, 1661 days
415.0
TCGA-BP-5192-01A
59 years, male, white, stage:i, alive, 714 days
414.1
TCGA-A4-8515-01A
47 years, male, american indian or alaska native, stage:i, alive, 709 days
414.1
TCGA-CJ-5677-01A
54 years, female, white, stage:iv, dead, 782 days
413.5
TCGA-CJ-4869-01A
49 years, male, white, stage:iii, alive, 2554 days
412.8
TCGA-BP-5178-01A
71 years, male, white, stage:iv, dead, 1912 days
412.6
TCGA-A3-3326-01A
47 years, male, white, stage:i, alive, 1137 days
411.9
TCGA-BP-5185-01A
56 years, male, white, stage:i, alive, 1132 days
410.9
TCGA-CZ-5455-01A
63 years, male, white, stage:iv, dead, 561 days
410.3
TCGA-BP-4986-01A
75 years, male, white, stage:i, alive, 785 days
410.0
TCGA-A3-3372-01A
64 years, male, white, stage:iii, alive, 735 days
408.3
TCGA-B0-4844-01A
60 years, male, white, stage:iv, dead, 313 days
408.2
TCGA-B4-5838-01A
52 years, male, white, alive, 166 days
408.1
TCGA-A3-3380-01A
54 years, male, stage:i, alive, 567 days
407.8
TCGA-EU-5907-01A
81 years, male, white, stage:iii, alive, 127 days
407.7
TCGA-CJ-5684-01A
61 years, male, white, stage:iii, alive, 2231 days
406.6
TCGA-A3-A6NN-01A
78 years, male, black or african american, stage:i, alive, 3 days
406.1
TCGA-BP-4985-01A
72 years, male, white, stage:iii, dead, 952 days
404.7
TCGA-CW-5580-01A
73 years, female, white, stage:iv, dead, 1964 days
404.7
TCGA-CJ-4908-01A
38 years, male, white, stage:i, alive, 1531 days
404.2
TCGA-BP-4341-01A
67 years, male, white, stage:iii, dead, 1589 days
403.6
TCGA-B0-5706-01A
45 years, male, white, stage:ii, alive, 3205 days
401.8
TCGA-BP-4762-01A
42 years, male, white, stage:i, dead, 1343 days
400.9
TCGA-BP-4163-01A
60 years, female, white, stage:iii, alive, 2839 days
400.6
TCGA-P4-A5EA-01A
54 years, female, white, stage:iii, dead, 201 days
400.1
TCGA-B0-5703-01A
73 years, male, white, stage:i, alive, 2246 days
398.3
TCGA-UN-AAZ9-01A
76 years, female, black or african american, stage:i, alive, 548 days
398.3
TCGA-BP-5007-01A
46 years, male, white, stage:ii, alive, 1140 days
398.2
TCGA-BP-5008-01A
46 years, male, white, stage:i, alive, 1071 days
397.7
TCGA-A4-7734-01A
53 years, female, white, stage:i, alive, 27 days
397.1
TCGA-CZ-5469-01A
41 years, male, white, stage:ii, dead, 946 days
395.4
TCGA-BP-4976-01A
77 years, male, white, stage:i, alive, 1632 days
394.5
TCGA-G7-A8LE-01A
62 years, male, white, stage:i, alive, 2453 days
394.1
TCGA-A3-3317-01A
67 years, male, stage:ii, alive, 1491 days
392.4
TCGA-CZ-5984-01A
51 years, male, white, stage:i, alive, 2067 days
392.0
TCGA-Y8-A894-01A
57 years, female, white, stage:i, alive, 567 days
391.4
TCGA-DV-5576-01A
55 years, female, black or african american, stage:i, dead, 727 days
390.4
TCGA-B4-5378-01A
62 years, male, white, stage:i, alive, 175 days
389.9
TCGA-B0-4819-01A
60 years, female, white, stage:iv, dead, 183 days
389.3
TCGA-AL-A5DJ-01A
55 years, female, white, stage:iii, dead, 1498 days
388.2
TCGA-DV-5569-01A
29 years, female, white, stage:i, alive, 355 days
387.6
TCGA-CJ-4874-01A
73 years, female, white, stage:i, alive, 2283 days
386.7
TCGA-BP-4775-01A
55 years, female, white, stage:i, alive, 1843 days
385.4
TCGA-A3-3322-01A
51 years, male, white, stage:i, alive, 1478 days
381.7
TCGA-B0-4718-01A
57 years, male, white, stage:iii, alive, 1778 days
380.2
TCGA-SX-A7SL-01A
74 years, male, stage:i, alive, 823 days
379.3
TCGA-BP-5194-01A
39 years, male, white, stage:i, alive, 408 days
378.8
TCGA-CZ-4865-01A
70 years, female, white, stage:i, dead, 166 days
378.2
TCGA-B0-5113-01A
69 years, female, white, stage:iii, alive, 1175 days
377.8
TCGA-B0-4710-01A
75 years, female, white, stage:iii, alive, 1755 days
376.4
TCGA-B0-5695-01A
61 years, female, white, stage:i, alive, 2150 days
375.6
TCGA-BP-5186-01A
50 years, female, white, stage:i, alive, 693 days
373.7
TCGA-A3-3324-01A
51 years, male, white, stage:i, alive, 1186 days
373.6
TCGA-CW-5588-01A
78 years, female, white, stage:i, alive, 2017 days
372.8
TCGA-BP-4960-01A
46 years, male, white, stage:ii, alive, 2172 days
372.6
TCGA-CJ-4901-01A
47 years, male, white, stage:iii, alive, 1450 days
372.6
TCGA-CJ-5682-01A
60 years, male, white, stage:iv, alive, 3736 days
372.2
TCGA-A4-8311-01A
60 years, male, white, stage:i, alive, 729 days
372.2
TCGA-BP-4989-01A
58 years, male, white, stage:iii, alive, 118 days
372.2
TCGA-CJ-5676-01A
47 years, male, white, stage:iii, alive, 4067 days
371.7
TCGA-BP-4340-01A
70 years, female, white, stage:i, dead, 562 days
371.0
TCGA-EU-5906-01A
55 years, male, white, stage:i, alive, 206 days
370.8
TCGA-BP-5184-01A
54 years, male, white, stage:i, alive, 1133 days
370.8
TCGA-BP-4170-01A
72 years, female, white, stage:i, dead, 2343 days
369.2
TCGA-A3-3362-01A
60 years, female, white, stage:i, alive, 1559 days
369.1
TCGA-B8-5163-01A
63 years, female, white, stage:iii, alive, 822 days
368.6
TCGA-CW-5584-01A
74 years, male, white, stage:iii, dead, 164 days
367.8
TCGA-CW-6097-01A
32 years, male, white, stage:iii, dead, 571 days
367.0
TCGA-B8-5553-01A
67 years, female, white, stage:i, alive, 435 days
366.7
TCGA-B0-5097-01A
59 years, female, white, stage:iii, alive, 665 days
366.2
TCGA-BP-4981-01A
75 years, female, white, stage:iii, dead, 1097 days
364.7
TCGA-B0-4703-01A
51 years, male, white, stage:iv, dead, 182 days
363.3
TCGA-CZ-5465-01A
76 years, female, stage:iii, dead, 2564 days
362.4
TCGA-BP-4165-01A
64 years, female, white, stage:i, alive, 3037 days
361.0
TCGA-B0-5119-01A
61 years, female, white, stage:i, alive, 1552 days
360.3
TCGA-BP-5006-01A
61 years, male, white, stage:i, alive, 840 days
359.3
TCGA-CZ-5463-01A
76 years, male, white, stage:ii, alive, 662 days
358.9
TCGA-2Z-A9J3-01A
67 years, male, white, stage:ii, dead, 1771 days
358.2
TCGA-AK-3455-01A
71 years, female, white, stage:iii, dead, 683 days
358.2
TCGA-CJ-4639-01A
49 years, female, white, stage:ii, alive, 3229 days
357.2
TCGA-G6-A8L6-01A
55 years, male, black or african american, stage:iv, dead, 313 days
356.1
TCGA-BP-4787-01A
59 years, female, white, stage:iv, dead, 480 days
355.8
TCGA-CW-5585-01A
51 years, male, white, stage:iv, alive, 2609 days
353.0
TCGA-CZ-4858-01A
39 years, male, white, stage:ii, dead, 2105 days
352.4
TCGA-DV-A4VX-01A
59 years, male, black or african american, stage:iv, dead, 1626 days
351.7
TCGA-CZ-4859-01A
59 years, female, white, stage:i, alive, 1787 days
351.2
TCGA-A3-3367-01A
72 years, male, white, stage:i, alive, 2270 days
350.6
TCGA-BP-4173-01A
47 years, male, white, stage:ii, alive, 1893 days
350.5
TCGA-BP-4965-01A
46 years, male, white, stage:i, alive, 1871 days
350.4
TCGA-BP-4332-01A
36 years, male, white, stage:iii, alive, 1133 days
349.8
TCGA-A3-3385-01A
46 years, female, white, stage:i, alive, 1993 days
349.1
TCGA-B0-4824-01A
49 years, female, white, stage:i, dead, 1657 days
347.6
TCGA-GL-7773-01A
63 years, male, white, stage:i, alive, 393 days
347.2
TCGA-BQ-7056-01A
75 years, female, white, stage:iii, alive, 612 days
346.9
TCGA-BP-5190-01A
61 years, male, white, stage:i, alive, 1011 days
346.4
TCGA-BP-4325-01A
64 years, female, white, stage:i, alive, 2964 days
346.1
TCGA-B0-4817-01A
81 years, male, white, stage:iii, dead, 1019 days
345.8
TCGA-BP-4771-01A
62 years, male, white, stage:iv, dead, 162 days
345.0
TCGA-BP-5004-01A
53 years, male, white, stage:i, alive, 1126 days
344.7
TCGA-A3-3313-01A
59 years, male, black or african american, stage:i, dead, 735 days
344.1
TCGA-DV-5566-01A
67 years, female, white, stage:i, alive, 1398 days
343.1
TCGA-BP-4993-01A
58 years, male, white, stage:i, alive, 177 days
342.4
TCGA-B0-4707-01A
63 years, male, white, stage:iii, dead, 600 days
340.2
TCGA-B0-5698-01A
77 years, male, black or african american, stage:i, alive, 3631 days
339.6
TCGA-BP-4983-01A
67 years, female, asian, stage:iii, alive, 1413 days
339.5
TCGA-B0-5104-01A
90 years, female, white, stage:i, dead, 2752 days
337.9
TCGA-B0-5085-01A
76 years, female, white, stage:iii, dead, 770 days
337.7
TCGA-B0-5100-01A
72 years, male, black or african american, stage:iii, dead, 1913 days
337.2
TCGA-A3-A6NL-01A
49 years, female, black or african american, stage:i, alive, 689 days
336.2
TCGA-BP-5199-01A
58 years, male, white, stage:ii, alive, 1355 days
335.5
TCGA-CJ-4904-01A
60 years, female, white, stage:iv, alive, 3302 days
335.3
TCGA-B0-5115-01A
43 years, male, white, stage:iv, alive, 1604 days
334.8
TCGA-BP-4970-01A
44 years, male, asian, stage:iii, alive, 433 days
331.8
TCGA-B2-5633-01B
56 years, male, white, stage:i, alive, 963 days
331.4
TCGA-DW-7842-01A
52 years, male, white, stage:i, alive, 92 days
330.5
TCGA-BP-4162-01A
65 years, female, white, stage:i, alive, 3074 days
330.0
TCGA-CZ-5461-01A
52 years, male, white, stage:iv, dead, 330 days
329.7
TCGA-B0-5693-01A
47 years, female, white, stage:i, alive, 4074 days
329.0
TCGA-B0-4814-01A
58 years, male, white, stage:iv, dead, 168 days
328.8
TCGA-BP-4329-01A
75 years, male, white, stage:iii, dead, 845 days
328.4
TCGA-B4-5377-01A
68 years, female, white, stage:iv, alive, 365 days
327.9
TCGA-B0-4816-01A
49 years, male, white, stage:ii, dead, 1371 days
327.8
TCGA-CJ-4875-01A
67 years, male, white, stage:iv, dead, 3554 days
326.8
TCGA-CJ-4634-01A
60 years, female, white, stage:i, alive, 3498 days
326.3
TCGA-B0-4821-01A
68 years, female, asian, stage:iii, dead, 1230 days
325.8
TCGA-DV-5565-01A
59 years, male, white, stage:i, alive, 1329 days
325.2
TCGA-B0-5709-01A
62 years, female, white, stage:iii, alive, 3974 days
324.4
TCGA-CJ-5679-01A
73 years, male, white, stage:iii, dead, 679 days
324.4
TCGA-B0-4828-01A
79 years, male, white, stage:iv, dead, 307 days
324.2
TCGA-IA-A40Y-01A
60 years, female, white, stage:iii, alive, 62 days
323.2
TCGA-B4-5843-01A
45 years, male, white, stage:i, alive, 11 days
321.6
TCGA-CJ-4637-01A
52 years, female, white, stage:iv, dead, 2227 days
320.3
TCGA-CZ-5457-01A
62 years, male, white, stage:iii, alive, 2754 days
320.1
TCGA-CJ-4918-01A
64 years, male, white, stage:iv, dead, 93 days
319.8
TCGA-BP-4346-01A
57 years, male, white, stage:iii, dead, 1493 days
318.9
TCGA-BP-4763-01A
79 years, female, white, stage:i, dead, 1270 days
317.8
TCGA-CZ-5464-01A
69 years, male, white, stage:iv, alive, 2128 days
317.7
TCGA-BP-4999-01A
56 years, male, white, stage:i, alive, 1266 days
316.9
TCGA-B2-4099-01A
83 years, male, white, stage:i, alive, 972 days
315.9
TCGA-KN-8436-01A
63 years, male, white, stage:ii, alive, 1288 days
315.3
TCGA-CJ-4897-01A
79 years, female, white, stage:iii, alive, 3341 days
314.8
TCGA-AK-3434-01A
72 years, male, white, stage:i, alive, 2087 days
314.6
TCGA-EU-5904-01A
47 years, female, white, stage:i, alive, 551 days
313.5
TCGA-CZ-4864-01A
86 years, male, white, stage:ii, dead, 2830 days
312.7
TCGA-A3-3331-01A
86 years, female, white, stage:i, alive, 1485 days
311.4
TCGA-BP-4973-01A
47 years, male, white, stage:iii, alive, 1384 days
309.8
TCGA-AK-3428-01A
62 years, male, white, stage:iii, alive, 3728 days
308.1
TCGA-B0-4706-01A
61 years, male, white, stage:iii, dead, 65 days
305.2
TCGA-B2-4102-01A
61 years, male, white, stage:i, alive, 952 days
304.7
TCGA-A3-3370-01A
48 years, female, white, stage:i, alive, 2274 days
304.6
TCGA-BP-5173-01A
75 years, male, white, stage:i, dead, 62 days
304.6
TCGA-GL-6846-01A
52 years, male, white, stage:iv, alive, 5925 days
304.4
TCGA-BP-5201-01A
63 years, male, white, stage:iv, alive, 951 days
304.3
TCGA-B8-A54F-01A
49 years, female, black or african american, stage:i, alive, 519 days
303.8
TCGA-BP-4330-01A
60 years, female, black or african american, stage:iii, alive, 1888 days
301.1
TCGA-B8-A8YJ-01A
60 years, female, black or african american, stage:i, alive, 431 days
300.9
TCGA-B0-5092-01A
53 years, female, white, stage:iv, dead, 459 days
300.8
TCGA-A3-3319-01A
70 years, male, white, stage:i, alive, 1130 days
300.7
TCGA-CJ-4886-01A
43 years, female, white, stage:i, alive, 1952 days
300.2
TCGA-DV-5575-01A
52 years, female, white, stage:i, alive, 1729 days
299.7
TCGA-BP-5187-01A
54 years, male, white, stage:i, alive, 406 days
299.5
TCGA-B4-5836-01A
61 years, female, white, stage:i, alive, 141 days
299.4
TCGA-B0-4833-01A
82 years, female, white, stage:i, dead, 2386 days
298.9
TCGA-B8-A7U6-01A
54 years, female, black or african american, stage:i, alive, 495 days
297.3
TCGA-A3-3320-01A
52 years, female, white, stage:i, alive, 1508 days
296.8
TCGA-B0-5705-01A
65 years, female, white, stage:i, alive, 4537 days
296.7
TCGA-A3-3307-01A
66 years, male, stage:iii, alive, 1436 days
296.3
TCGA-B2-4101-01A
52 years, male, white, stage:ii, alive, 648 days
296.2
TCGA-A3-3351-01A
42 years, male, white, stage:ii, alive, 910 days
295.9
TCGA-B2-5636-01A
79 years, male, white, stage:i, alive, 919 days
295.4
TCGA-B0-5102-01A
74 years, female, white, stage:i, dead, 2764 days
295.0
TCGA-B0-5711-01A
50 years, male, white, stage:iii, alive, 3989 days
294.2
TCGA-AL-3472-01A
57 years, male, black or african american, alive, 2029 days
293.5
TCGA-B8-5165-01A
43 years, male, white, stage:i, alive, 737 days
292.8
TCGA-B8-A54J-01A
60 years, male, black or african american, stage:ii, alive, 528 days
291.7
TCGA-BQ-5877-01A
60 years, male, black or african american, stage:iv, dead, 270 days
289.2
TCGA-A3-3349-01A
34 years, female, white, stage:i, alive, 1385 days
289.2
TCGA-CJ-4892-01A
65 years, female, white, stage:i, alive, 1521 days
289.0
TCGA-5P-A9K9-01A
59 years, female, white, dead, 589 days
286.2
TCGA-BP-4758-01A
40 years, male, white, stage:i, alive, 2208 days
284.5
TCGA-BP-4776-01A
52 years, male, white, stage:i, alive, 411 days
283.8
TCGA-A3-3325-01A
52 years, male, white, stage:i, dead, 1170 days
283.0
TCGA-B0-4714-01A
81 years, male, white, stage:iv, dead, 99 days
282.9
TCGA-A3-3308-01A
77 years, female, white, stage:iii, alive, 16 days
280.8
TCGA-B0-5399-01A
46 years, male, white, stage:i, alive, 1411 days
279.5
TCGA-BP-4354-01A
41 years, male, white, stage:iv, dead, 1034 days
279.3
TCGA-BP-4158-01A
69 years, male, white, stage:i, alive, 3377 days
279.1
TCGA-B8-4153-01B
74 years, male, white, stage:iii, alive, 762 days
278.3
TCGA-BP-4971-01A
40 years, male, white, stage:iii, alive, 1487 days
276.0
TCGA-B1-A47N-01A
62 years, male, white, stage:i, alive, 1110 days
275.9
TCGA-CW-5583-01A
51 years, female, white, stage:i, alive, 2489 days
275.8
TCGA-A3-3359-01A
82 years, female, white, stage:i, alive, 2504 days
275.4
TCGA-A3-3329-01A
75 years, male, white, stage:i, alive, 1624 days
274.3
TCGA-CZ-4857-01A
56 years, male, white, stage:iv, dead, 1432 days
274.2
TCGA-BP-4342-01A
79 years, male, white, stage:ii, dead, 2256 days
274.2
TCGA-BP-4335-01A
65 years, female, white, stage:iv, dead, 475 days
273.4
TCGA-B0-4849-01A
51 years, male, white, stage:iii, dead, 69 days
273.3
TCGA-B0-5121-01A
56 years, male, white, stage:i, alive, 1485 days
269.8
TCGA-B0-4822-01A
78 years, male, white, stage:ii, dead, 1111 days
269.7
TCGA-BP-5001-01A
43 years, female, white, stage:i, alive, 1177 days
267.5
TCGA-B0-5691-01A
66 years, female, white, stage:i, alive, 3431 days
266.6
TCGA-GL-7966-01A
28 years, female, white, stage:iii, alive, 112 days
266.3
TCGA-B0-4945-01A
75 years, female, white, stage:i, dead, 2145 days
264.7
TCGA-KN-8427-01A
54 years, male, white, stage:iv, alive, 30 days
264.5
TCGA-BP-4987-01A
41 years, female, asian, stage:i, alive, 1124 days
262.5
TCGA-A3-3306-01A
67 years, male, white, stage:i, alive, 1120 days
262.3
TCGA-CJ-4882-01A
57 years, male, black or african american, stage:iii, alive, 1883 days
261.9
TCGA-AK-3458-01A
48 years, male, white, stage:i, alive, 1168 days
261.4
TCGA-BP-4765-01A
43 years, male, white, stage:i, alive, 2184 days
261.0
TCGA-MH-A856-01A
54 years, male, white, stage:i, alive, 947 days
260.6
TCGA-A3-A8OW-01A
37 years, male, black or african american, stage:iii, alive, 323 days
260.4
TCGA-CW-5590-01A
51 years, male, white, stage:iv, dead, 1075 days
259.9
TCGA-B0-5402-01A
64 years, male, white, stage:iv, alive, 1290 days
259.6
TCGA-B2-3924-01A
73 years, male, white, stage:i, alive, 1092 days
259.3
TCGA-CJ-4905-01A
62 years, female, white, stage:i, alive, 1496 days
258.3
TCGA-CJ-4876-01A
57 years, male, white, stage:ii, alive, 1955 days
258.1
TCGA-CJ-4643-01A
67 years, female, white, stage:ii, alive, 1793 days
257.8
TCGA-IZ-8196-01A
50 years, male, white, stage:i, alive, 649 days
256.7
TCGA-CZ-5458-01A
43 years, male, white, stage:iii, alive, 2789 days
256.3
TCGA-BP-4169-01A
76 years, female, white, stage:ii, dead, 701 days
256.3
TCGA-BP-4774-01A
57 years, female, white, stage:i, alive, 1885 days
255.7
TCGA-CJ-6032-01A
63 years, female, white, stage:ii, alive, 3639 days
255.3
TCGA-BP-4961-01A
47 years, male, white, stage:i, alive, 1935 days
253.6
TCGA-B4-5844-01A
61 years, female, white, stage:ii, alive, 7 days
253.3
TCGA-B0-4845-01A
70 years, male, white, stage:iv, dead, 1986 days
252.2
TCGA-B4-5834-01A
59 years, male, white, stage:i, alive, 26 days
251.4
TCGA-BP-4998-01A
49 years, male, asian, stage:i, alive, 932 days
251.4
TCGA-CJ-4893-01A
76 years, female, white, stage:i, alive, 750 days
247.2
TCGA-B8-4143-01A
66 years, female, white, stage:iv, dead, 709 days
245.1
TCGA-AK-3454-01A
84 years, male, white, stage:i, alive, 874 days
245.0
TCGA-B0-4697-01A
46 years, female, white, stage:iv, dead, 578 days
244.9
TCGA-B0-4852-01A
78 years, female, white, stage:ii, dead, 1121 days
242.8
TCGA-B8-4154-01A
73 years, female, white, stage:i, alive, 1380 days
242.5
TCGA-B0-5812-01A
53 years, male, white, stage:i, alive, 3834 days
242.4
TCGA-BP-4770-01A
73 years, female, white, stage:iv, dead, 329 days
242.1
TCGA-CZ-5986-01A
61 years, male, white, stage:i, alive, 373 days
241.9
TCGA-BP-4991-01A
54 years, male, white, stage:i, alive, 1413 days
241.0
TCGA-BP-5010-01A
63 years, male, white, stage:iii, dead, 878 days
236.6
TCGA-B2-A4SR-01A
62 years, male, black or african american, stage:ii, alive, 507 days
236.1
TCGA-AK-3431-01A
62 years, female, white, stage:ii, dead, 2241 days
234.8
TCGA-BP-4351-01A
51 years, female, white, stage:iii, alive, 970 days
233.4
TCGA-BP-4349-01A
68 years, female, white, stage:i, alive, 372 days
233.0
TCGA-B0-4838-01A
69 years, female, white, stage:i, dead, 834 days
232.5
TCGA-BP-4982-01A
42 years, male, white, stage:i, alive, 1014 days
231.8
TCGA-AK-3461-01A
72 years, male, white, stage:i, alive, 2217 days
231.5
TCGA-B8-A54H-01A
69 years, female, black or african american, stage:ii, alive, 256 days
229.6
TCGA-B0-5710-01A
57 years, male, white, stage:i, alive, 2430 days
228.7
TCGA-CZ-5462-01A
83 years, male, white, stage:iv, dead, 311 days
228.4
TCGA-B0-5109-01A
69 years, male, white, stage:iii, dead, 587 days
227.5
TCGA-BP-4798-01A
74 years, male, white, dead, 334 days
226.9
TCGA-B0-5081-01A
80 years, female, white, stage:iii, dead, 362 days
226.4
TCGA-B0-4846-01A
52 years, male, white, stage:iv, dead, 1200 days
226.3
TCGA-CZ-4863-01A
51 years, female, white, stage:iii, alive, 1928 days
225.8
TCGA-B9-4116-01A
75 years, female, black or african american, alive, 627 days
225.1
TCGA-CW-6088-01A
60 years, male, white, stage:i, alive, 3222 days
224.0
TCGA-A3-A8CQ-01A
59 years, female, black or african american, stage:i, alive, 3 days
223.5
TCGA-CJ-4872-01A
51 years, male, white, stage:i, alive, 326 days
220.9
TCGA-B0-5099-01A
88 years, female, white, stage:iii, dead, 485 days
220.1
TCGA-BP-4344-01A
75 years, female, white, stage:i, alive, 1666 days
220.0
TCGA-AK-3453-01A
58 years, female, white, stage:ii, alive, 2531 days
218.3
TCGA-BP-4355-01A
59 years, female, white, stage:iii, dead, 953 days
216.5
TCGA-HE-A5NJ-01A
58 years, male, alive, 1726 days
216.4
TCGA-B3-3926-01A
59 years, female, white, stage:i, alive, 883 days
214.8
TCGA-B0-5080-01A
63 years, male, white, stage:iv, dead, 342 days
214.1
TCGA-B0-5690-01A
53 years, female, white, stage:i, alive, 3392 days
213.7
TCGA-B0-4818-01A
68 years, female, white, stage:ii, dead, 510 days
212.2
TCGA-J7-A8I2-01A
75 years, male, asian, stage:i, alive, 307 days
210.8
TCGA-A3-3376-01A
51 years, male, black or african american, stage:i, dead, 1696 days
210.6
TCGA-BP-5177-01A
46 years, female, white, stage:i, alive, 293 days
209.9
TCGA-B0-4847-01A
60 years, male, white, stage:iv, dead, 793 days
209.1
TCGA-BP-4789-01A
48 years, male, white, stage:i, alive, 1489 days
207.0
TCGA-5P-A9JU-01A
81 years, male, white, stage:iii, alive, 373 days
205.8
TCGA-CJ-4878-01A
71 years, female, white, stage:iii, alive, 2186 days
205.1
TCGA-BP-4326-01A
53 years, female, white, stage:i, dead, 1625 days
204.2
TCGA-AK-3429-01A
54 years, female, white, stage:ii, alive, 3328 days
204.2
TCGA-B0-5110-01A
71 years, female, white, stage:i, alive, 2009 days
202.0
TCGA-B0-4841-01A
63 years, male, white, stage:iv, dead, 204 days
201.9
TCGA-BP-5196-01A
54 years, male, white, stage:i, alive, 1018 days
201.5
TCGA-G7-A8LD-01A
71 years, male, white, stage:iii, dead, 514 days
201.5
TCGA-BP-4347-01A
74 years, male, white, stage:iii, alive, 1367 days
200.4
TCGA-B0-5713-01A
75 years, female, white, stage:iii, alive, 2782 days
199.3
TCGA-CW-6093-01A
73 years, male, white, stage:i, alive, 3146 days
197.5
TCGA-GK-A6C7-01A
77 years, female, black or african american, stage:i, alive, 61 days
196.3
TCGA-BP-4159-01A
70 years, male, white, stage:i, dead, 2601 days
195.6
TCGA-BP-4969-01A
63 years, female, white, stage:i, alive, 1794 days
193.8
TCGA-B0-4696-01A
58 years, male, white, stage:iii, dead, 866 days
192.4
TCGA-B0-5098-01A
53 years, female, black or african american, stage:i, dead, 1584 days
190.1
TCGA-B0-5084-01A
33 years, male, white, stage:iv, dead, 222 days
183.6
TCGA-A3-3365-01A
46 years, male, white, stage:i, alive, 873 days
183.3
TCGA-B0-4811-01A
48 years, male, white, stage:iii, dead, 1417 days
182.4
TCGA-B0-4698-01A
75 years, male, white, stage:iv, dead, 42 days
182.1
TCGA-CZ-5982-01A
59 years, female, white, stage:i, alive, 2439 days
181.7
TCGA-B8-4148-01A
63 years, female, white, stage:i, alive, 1520 days
173.3
TCGA-CZ-5988-01A
38 years, male, white, stage:i, alive, 693 days
171.9
TCGA-CJ-4894-01A
58 years, male, white, stage:iii, dead, 841 days
171.7
TCGA-AL-3471-01A
74 years, male, white, stage:i, dead, 1500 days
168.0
TCGA-MM-A564-01A
68 years, male, black or african american, stage:ii, alive, 607 days
166.7
TCGA-G7-A8LB-01A
70 years, male, white, stage:iv, alive, 547 days
164.5
TCGA-B0-4813-01A
68 years, male, white, stage:iii, dead, 18 days
160.9
TCGA-B2-5635-01A
74 years, male, white, stage:i, alive, 755 days
153.0
TCGA-B3-4104-01A
75 years, male, white, stage:ii, alive, 1049 days
148.8
TCGA-B0-4688-01A
46 years, male, white, stage:iv, dead, 101 days
147.4
TCGA-DW-7839-01A
58 years, female, white, stage:i, alive, 419 days
146.2
TCGA-B0-4843-01A
57 years, male, white, stage:iii, dead, 320 days
140.1
TCGA-A4-7287-01A
75 years, female, white, stage:i, dead, 597 days
138.3
TCGA-BP-4974-01A
58 years, male, white, stage:iv, dead, 211 days
136.2
TCGA-CJ-4642-01B
47 years, male, white, stage:ii, alive, 3205 days
130.8
TCGA-AL-3467-01A
54 years, female, white, alive, 2135 days
121.9
TCGA-BP-4992-01A
66 years, male, white, stage:i, alive, 501 days
116.6
TCGA-BQ-5876-01A
75 years, male, white, stage:i, alive, 586 days
114.1
TCGA-B8-4146-01B
41 years, female, white, stage:i, alive, 511 days
84.8
TCGA-AL-3466-01A
41 years, male, white, stage:iv, dead, 293 days
78.4
TCGA-B4-5832-01A
65 years, male, white, stage:iii, alive, 155 days
32.6
TCGA-CZ-5989-01A
60 years, male, white, stage:ii, alive, 1905 days
9.3
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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.
The Human Protein Atlas project is funded
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